From 12260db91287aa100f9869d21a2e070b3ffadfa2 Mon Sep 17 00:00:00 2001
From: tomcheung99 <53444480+tomcheung99@users.noreply.github.com>
Date: Fri, 3 Sep 2021 15:14:50 +0800
Subject: [PATCH] Add files via upload
---
AMD_Dataset/AMD2010-2021.csv | 2771 +++++++++++++++++
AMD_Dataset/AMD2015-2020.csv | 1511 +++++++++
AMD_Dataset/AMD2016-2021.csv | 1261 ++++++++
AMD_Dataset/AMD2018-2021.csv | 758 +++++
AMD_Dataset/AMD2019-2021.csv | 507 +++
AMD_Dataset/AMD2020-2021.csv | 213 ++
AMD_Dataset/AMD_ANS.csv | 7 +
AMD_Dataset/AMD_Real_Result.csv | 6 +
GRU_Model_Stock_Prediction.ipynb | 758 +++++
INTC_Dataset/INTC2010-2021.csv | 2771 +++++++++++++++++
INTC_Dataset/INTC2016-2021.csv | 1261 ++++++++
LSTM_Model_Stock_Prediction.ipynb | 686 ++++
Prediction/AMD_10Year_Compare.ipynb | 241 ++
Prediction/AMD_5Year_Compare.ipynb | 241 ++
Prediction/AMD_Real_Result.csv | 6 +
Prediction/INTC_Real_Result.csv | 6 +
Prediction/Intel_10Year_Compare.ipynb | 241 ++
Prediction/Intel_5Year_Compare.ipynb | 241 ++
Prediction/Prediction_GRU_AMD_10Year.csv | 6 +
Prediction/Prediction_GRU_AMD_5Year.csv | 6 +
Prediction/Prediction_GRU_INTC_10Year.csv | 6 +
Prediction/Prediction_GRU_INTC_5Year.csv | 6 +
Prediction/Prediction_LSTM_AMD_10Year.csv | 6 +
Prediction/Prediction_LSTM_AMD_5Year.csv | 6 +
Prediction/Prediction_LSTM_INTC_10Year.csv | 6 +
Prediction/Prediction_LSTM_INTC_5Year.csv | 6 +
.../Prediction_SimpleRNN_AMD_10Year.csv | 6 +
Prediction/Prediction_SimpleRNN_AMD_5Year.csv | 6 +
.../Prediction_SimpleRNN_INTC_10Year.csv | 6 +
.../Prediction_SimpleRNN_INTC_5Year.csv | 6 +
SimpleRNN_Model_Stock_Prediction.ipynb | 599 ++++
31 files changed, 14157 insertions(+)
create mode 100644 AMD_Dataset/AMD2010-2021.csv
create mode 100644 AMD_Dataset/AMD2015-2020.csv
create mode 100644 AMD_Dataset/AMD2016-2021.csv
create mode 100644 AMD_Dataset/AMD2018-2021.csv
create mode 100644 AMD_Dataset/AMD2019-2021.csv
create mode 100644 AMD_Dataset/AMD2020-2021.csv
create mode 100644 AMD_Dataset/AMD_ANS.csv
create mode 100644 AMD_Dataset/AMD_Real_Result.csv
create mode 100644 GRU_Model_Stock_Prediction.ipynb
create mode 100644 INTC_Dataset/INTC2010-2021.csv
create mode 100644 INTC_Dataset/INTC2016-2021.csv
create mode 100644 LSTM_Model_Stock_Prediction.ipynb
create mode 100644 Prediction/AMD_10Year_Compare.ipynb
create mode 100644 Prediction/AMD_5Year_Compare.ipynb
create mode 100644 Prediction/AMD_Real_Result.csv
create mode 100644 Prediction/INTC_Real_Result.csv
create mode 100644 Prediction/Intel_10Year_Compare.ipynb
create mode 100644 Prediction/Intel_5Year_Compare.ipynb
create mode 100644 Prediction/Prediction_GRU_AMD_10Year.csv
create mode 100644 Prediction/Prediction_GRU_AMD_5Year.csv
create mode 100644 Prediction/Prediction_GRU_INTC_10Year.csv
create mode 100644 Prediction/Prediction_GRU_INTC_5Year.csv
create mode 100644 Prediction/Prediction_LSTM_AMD_10Year.csv
create mode 100644 Prediction/Prediction_LSTM_AMD_5Year.csv
create mode 100644 Prediction/Prediction_LSTM_INTC_10Year.csv
create mode 100644 Prediction/Prediction_LSTM_INTC_5Year.csv
create mode 100644 Prediction/Prediction_SimpleRNN_AMD_10Year.csv
create mode 100644 Prediction/Prediction_SimpleRNN_AMD_5Year.csv
create mode 100644 Prediction/Prediction_SimpleRNN_INTC_10Year.csv
create mode 100644 Prediction/Prediction_SimpleRNN_INTC_5Year.csv
create mode 100644 SimpleRNN_Model_Stock_Prediction.ipynb
diff --git a/AMD_Dataset/AMD2010-2021.csv b/AMD_Dataset/AMD2010-2021.csv
new file mode 100644
index 0000000..60ff59f
--- /dev/null
+++ b/AMD_Dataset/AMD2010-2021.csv
@@ -0,0 +1,2771 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2010-01-04,9.790000,9.900000,9.680000,9.700000,9.700000,18748700
+2010-01-05,9.710000,9.900000,9.680000,9.710000,9.710000,22145700
+2010-01-06,9.680000,9.760000,9.550000,9.570000,9.570000,18643400
+2010-01-07,9.510000,9.550000,9.180000,9.470000,9.470000,26806800
+2010-01-08,9.370000,9.470000,9.290000,9.430000,9.430000,13752800
+2010-01-11,9.380000,9.440000,9.080000,9.140000,9.140000,23700100
+2010-01-12,8.890000,8.920000,8.520000,8.650000,8.650000,33387100
+2010-01-13,8.710000,9.200000,8.550000,9.150000,9.150000,32741900
+2010-01-14,9.180000,9.260000,8.920000,9.000000,9.000000,22556600
+2010-01-15,9.130000,9.190000,8.800000,8.840000,8.840000,34336600
+2010-01-19,8.840000,9.210000,8.840000,9.010000,9.010000,24866200
+2010-01-20,8.980000,9.000000,8.760000,8.870000,8.870000,22813600
+2010-01-21,9.010000,9.100000,8.770000,8.990000,8.990000,37888700
+2010-01-22,8.550000,8.560000,7.820000,7.880000,7.880000,69136400
+2010-01-25,8.010000,8.140000,7.930000,8.070000,8.070000,20560000
+2010-01-26,8.030000,8.190000,7.930000,8.090000,8.090000,20946600
+2010-01-27,8.030000,8.220000,7.910000,8.190000,8.190000,26832700
+2010-01-28,8.240000,8.250000,7.710000,7.880000,7.880000,32084100
+2010-01-29,8.010000,8.100000,7.300000,7.460000,7.460000,37457700
+2010-02-01,7.610000,7.980000,7.530000,7.980000,7.980000,25476400
+2010-02-02,7.740000,7.960000,7.720000,7.910000,7.910000,21110900
+2010-02-03,7.830000,7.960000,7.760000,7.810000,7.810000,14521900
+2010-02-04,7.640000,7.650000,7.100000,7.190000,7.190000,33172200
+2010-02-05,7.130000,7.370000,6.980000,7.350000,7.350000,28808300
+2010-02-08,7.380000,7.620000,7.280000,7.420000,7.420000,24304200
+2010-02-09,7.590000,7.640000,7.420000,7.540000,7.540000,19978100
+2010-02-10,7.470000,7.710000,7.450000,7.640000,7.640000,17269400
+2010-02-11,7.670000,7.900000,7.600000,7.840000,7.840000,14973100
+2010-02-12,7.710000,8.000000,7.650000,7.870000,7.870000,21788000
+2010-02-16,7.910000,8.140000,7.870000,8.060000,8.060000,13579100
+2010-02-17,8.110000,8.200000,7.940000,8.030000,8.030000,12019200
+2010-02-18,7.980000,8.080000,7.870000,7.950000,7.950000,14677000
+2010-02-19,7.820000,7.990000,7.820000,7.930000,7.930000,8107300
+2010-02-22,7.960000,8.000000,7.830000,7.900000,7.900000,9708700
+2010-02-23,7.910000,7.940000,7.690000,7.790000,7.790000,15566700
+2010-02-24,7.780000,8.100000,7.770000,8.050000,8.050000,16543800
+2010-02-25,7.880000,7.890000,7.620000,7.890000,7.890000,20955600
+2010-02-26,7.830000,7.960000,7.680000,7.910000,7.910000,17085200
+2010-03-01,7.940000,8.250000,7.940000,8.210000,8.210000,14856000
+2010-03-02,8.330000,8.600000,8.290000,8.380000,8.380000,25506100
+2010-03-03,8.440000,8.550000,8.280000,8.350000,8.350000,14260800
+2010-03-04,8.370000,8.500000,8.280000,8.500000,8.500000,14448000
+2010-03-05,8.550000,8.700000,8.480000,8.610000,8.610000,14826400
+2010-03-08,8.660000,8.690000,8.510000,8.640000,8.640000,12760000
+2010-03-09,8.500000,8.690000,8.430000,8.630000,8.630000,17664900
+2010-03-10,8.600000,9.090000,8.590000,8.920000,8.920000,23426900
+2010-03-11,8.910000,9.000000,8.740000,8.950000,8.950000,15977800
+2010-03-12,9.040000,9.040000,8.900000,8.930000,8.930000,12802500
+2010-03-15,8.880000,8.950000,8.800000,8.920000,8.920000,11428900
+2010-03-16,8.950000,9.420000,8.940000,9.400000,9.400000,25356300
+2010-03-17,9.470000,9.740000,9.420000,9.670000,9.670000,23574800
+2010-03-18,9.620000,9.660000,9.260000,9.390000,9.390000,17772300
+2010-03-19,9.110000,9.410000,9.100000,9.110000,9.110000,15938000
+2010-03-22,8.910000,9.320000,8.790000,9.310000,9.310000,15101100
+2010-03-23,9.340000,9.490000,9.260000,9.450000,9.450000,10623200
+2010-03-24,9.380000,9.380000,9.200000,9.230000,9.230000,12096100
+2010-03-25,9.350000,9.440000,9.020000,9.030000,9.030000,15824100
+2010-03-26,9.110000,9.190000,8.910000,9.020000,9.020000,12158100
+2010-03-29,9.080000,9.200000,9.060000,9.110000,9.110000,9621900
+2010-03-30,9.210000,9.280000,9.090000,9.270000,9.270000,13451600
+2010-03-31,9.150000,9.440000,9.130000,9.270000,9.270000,12850100
+2010-04-01,9.340000,9.490000,9.220000,9.370000,9.370000,11757400
+2010-04-05,9.470000,9.540000,9.420000,9.530000,9.530000,10467800
+2010-04-06,9.440000,9.490000,9.180000,9.350000,9.350000,18738400
+2010-04-07,9.380000,9.830000,9.250000,9.660000,9.660000,29125500
+2010-04-08,9.630000,9.630000,9.330000,9.420000,9.420000,21494000
+2010-04-09,9.490000,9.580000,9.280000,9.300000,9.300000,24207600
+2010-04-12,9.370000,9.530000,9.350000,9.420000,9.420000,16578500
+2010-04-13,9.420000,9.590000,9.350000,9.560000,9.560000,15125200
+2010-04-14,9.820000,9.970000,9.710000,9.890000,9.890000,29201400
+2010-04-15,9.970000,10.240000,9.900000,10.160000,10.160000,55096500
+2010-04-16,9.780000,9.900000,9.370000,9.810000,9.810000,67757600
+2010-04-19,9.730000,9.840000,9.290000,9.580000,9.580000,27868200
+2010-04-20,9.740000,9.810000,9.630000,9.770000,9.770000,21244700
+2010-04-21,9.800000,9.910000,9.490000,9.780000,9.780000,28651400
+2010-04-22,9.570000,9.900000,9.450000,9.860000,9.860000,22389600
+2010-04-23,9.810000,9.850000,9.610000,9.760000,9.760000,18841700
+2010-04-26,9.800000,10.150000,9.700000,9.970000,9.970000,24335500
+2010-04-27,9.840000,10.060000,9.530000,9.580000,9.580000,27169000
+2010-04-28,9.690000,9.800000,9.350000,9.550000,9.550000,23028300
+2010-04-29,9.700000,9.780000,9.590000,9.720000,9.720000,14350400
+2010-04-30,9.720000,9.720000,9.060000,9.070000,9.070000,37974900
+2010-05-03,9.180000,9.380000,9.020000,9.290000,9.290000,27504700
+2010-05-04,9.080000,9.080000,8.540000,8.680000,8.680000,46482500
+2010-05-05,8.440000,8.880000,8.350000,8.580000,8.580000,36757300
+2010-05-06,8.580000,8.720000,7.810000,8.270000,8.270000,44875400
+2010-05-07,8.300000,8.670000,7.920000,8.380000,8.380000,48469500
+2010-05-10,8.920000,9.030000,8.310000,8.990000,8.990000,34695700
+2010-05-11,8.850000,9.290000,8.750000,9.070000,9.070000,41062100
+2010-05-12,9.200000,9.580000,9.150000,9.490000,9.490000,33567100
+2010-05-13,9.520000,9.780000,9.320000,9.420000,9.420000,33222600
+2010-05-14,9.240000,9.310000,8.570000,8.800000,8.800000,59018500
+2010-05-17,8.750000,8.870000,8.470000,8.850000,8.850000,27721900
+2010-05-18,8.960000,9.010000,8.370000,8.420000,8.420000,29716300
+2010-05-19,8.230000,8.630000,8.200000,8.470000,8.470000,29864100
+2010-05-20,8.270000,8.370000,8.000000,8.090000,8.090000,37502700
+2010-05-21,7.870000,8.550000,7.750000,8.400000,8.400000,39732500
+2010-05-24,8.320000,8.560000,8.070000,8.090000,8.090000,24504000
+2010-05-25,7.750000,8.150000,7.680000,8.150000,8.150000,30410500
+2010-05-26,8.390000,8.590000,8.180000,8.220000,8.220000,37479100
+2010-05-27,8.450000,8.800000,8.400000,8.800000,8.800000,24221900
+2010-05-28,8.840000,8.870000,8.450000,8.570000,8.570000,28073700
+2010-06-01,8.430000,8.430000,8.140000,8.140000,8.140000,31201200
+2010-06-02,8.260000,8.540000,8.110000,8.540000,8.540000,24157900
+2010-06-03,8.590000,8.730000,8.360000,8.690000,8.690000,22533800
+2010-06-04,8.420000,8.670000,8.010000,8.110000,8.110000,37657500
+2010-06-07,8.200000,8.220000,7.640000,7.710000,7.710000,27240400
+2010-06-08,7.750000,7.880000,7.420000,7.770000,7.770000,36007300
+2010-06-09,7.910000,8.050000,7.580000,7.610000,7.610000,24756300
+2010-06-10,7.780000,8.040000,7.740000,8.010000,8.010000,27986700
+2010-06-11,7.850000,8.180000,7.810000,8.120000,8.120000,21054300
+2010-06-14,8.310000,8.450000,8.240000,8.280000,8.280000,21793500
+2010-06-15,8.350000,8.880000,8.340000,8.820000,8.820000,35702500
+2010-06-16,8.730000,9.190000,8.650000,8.900000,8.900000,33576700
+2010-06-17,9.050000,9.050000,8.710000,8.910000,8.910000,21712000
+2010-06-18,8.920000,9.050000,8.770000,8.830000,8.830000,16524200
+2010-06-21,9.030000,9.160000,8.710000,8.800000,8.800000,25872100
+2010-06-22,8.810000,9.020000,8.540000,8.580000,8.580000,23876600
+2010-06-23,8.630000,8.800000,8.480000,8.560000,8.560000,23040500
+2010-06-24,8.510000,8.570000,8.050000,8.130000,8.130000,31282200
+2010-06-25,8.220000,8.220000,7.930000,8.090000,8.090000,22859400
+2010-06-28,8.140000,8.240000,7.960000,8.050000,8.050000,21544000
+2010-06-29,7.930000,7.930000,7.410000,7.480000,7.480000,43861400
+2010-06-30,7.580000,7.650000,7.300000,7.320000,7.320000,26406200
+2010-07-01,7.350000,7.530000,7.100000,7.390000,7.390000,27289900
+2010-07-02,7.450000,7.480000,7.020000,7.170000,7.170000,26074800
+2010-07-06,7.400000,7.420000,6.960000,7.040000,7.040000,25868800
+2010-07-07,7.040000,7.410000,7.040000,7.390000,7.390000,23676900
+2010-07-08,7.520000,7.520000,7.220000,7.370000,7.370000,21847000
+2010-07-09,7.340000,7.350000,7.140000,7.340000,7.340000,20373000
+2010-07-12,7.380000,7.600000,7.320000,7.360000,7.360000,36053000
+2010-07-13,7.600000,7.690000,7.430000,7.520000,7.520000,39013900
+2010-07-14,7.820000,7.820000,7.330000,7.440000,7.440000,49139700
+2010-07-15,7.460000,7.480000,7.180000,7.410000,7.410000,51384100
+2010-07-16,7.280000,7.590000,7.110000,7.370000,7.370000,72988600
+2010-07-19,7.410000,7.540000,7.220000,7.440000,7.440000,27901000
+2010-07-20,7.210000,7.630000,7.150000,7.600000,7.600000,30643500
+2010-07-21,7.610000,7.650000,7.350000,7.400000,7.400000,28174700
+2010-07-22,7.490000,7.680000,7.360000,7.610000,7.610000,25149600
+2010-07-23,7.570000,7.840000,7.460000,7.820000,7.820000,28582400
+2010-07-26,7.820000,8.100000,7.680000,8.070000,8.070000,32459900
+2010-07-27,8.140000,8.250000,8.030000,8.210000,8.210000,34586300
+2010-07-28,8.090000,8.200000,7.880000,7.980000,7.980000,30818500
+2010-07-29,7.880000,7.880000,7.580000,7.780000,7.780000,40211700
+2010-07-30,7.610000,7.670000,7.410000,7.490000,7.490000,35900700
+2010-08-02,7.630000,7.770000,7.470000,7.650000,7.650000,29109400
+2010-08-03,7.570000,7.590000,7.410000,7.510000,7.510000,20259500
+2010-08-04,7.550000,7.610000,7.440000,7.520000,7.520000,18846500
+2010-08-05,7.490000,7.620000,7.450000,7.500000,7.500000,14581900
+2010-08-06,7.490000,7.720000,7.430000,7.450000,7.450000,33055500
+2010-08-09,7.480000,7.520000,7.380000,7.420000,7.420000,26503200
+2010-08-10,7.060000,7.130000,6.750000,6.830000,6.830000,80795900
+2010-08-11,6.630000,6.680000,6.410000,6.490000,6.490000,54953600
+2010-08-12,6.350000,6.750000,6.260000,6.570000,6.570000,55112400
+2010-08-13,6.600000,6.720000,6.470000,6.490000,6.490000,24334500
+2010-08-16,6.470000,6.710000,6.430000,6.620000,6.620000,20081000
+2010-08-17,6.720000,6.770000,6.620000,6.630000,6.630000,14697000
+2010-08-18,6.620000,6.660000,6.510000,6.570000,6.570000,20106000
+2010-08-19,6.480000,6.550000,6.280000,6.420000,6.420000,21654500
+2010-08-20,6.360000,6.440000,6.190000,6.250000,6.250000,23001300
+2010-08-23,6.300000,6.360000,6.110000,6.140000,6.140000,22085300
+2010-08-24,6.000000,6.210000,5.940000,5.990000,5.990000,32883400
+2010-08-25,5.920000,6.180000,5.850000,6.130000,6.130000,27782400
+2010-08-26,6.190000,6.220000,5.830000,5.870000,5.870000,28958300
+2010-08-27,5.940000,6.090000,5.530000,6.080000,6.080000,49323200
+2010-08-30,6.020000,6.080000,5.770000,5.780000,5.780000,23624200
+2010-08-31,5.690000,5.800000,5.570000,5.610000,5.610000,28571000
+2010-09-01,5.750000,5.860000,5.680000,5.760000,5.760000,34998400
+2010-09-02,5.820000,5.960000,5.700000,5.930000,5.930000,24411300
+2010-09-03,6.050000,6.120000,5.890000,6.090000,6.090000,22285200
+2010-09-07,6.040000,6.180000,5.950000,5.950000,5.950000,21679600
+2010-09-08,5.960000,5.960000,5.790000,5.830000,5.830000,19381400
+2010-09-09,5.950000,5.950000,5.820000,5.860000,5.860000,17213400
+2010-09-10,5.880000,5.900000,5.670000,5.810000,5.810000,23117800
+2010-09-13,5.890000,6.340000,5.890000,6.180000,6.180000,51746600
+2010-09-14,6.160000,6.470000,6.080000,6.270000,6.270000,33687400
+2010-09-15,6.250000,6.290000,6.130000,6.220000,6.220000,18351800
+2010-09-16,6.210000,6.250000,6.100000,6.150000,6.150000,21556800
+2010-09-17,6.210000,6.220000,6.090000,6.120000,6.120000,20223700
+2010-09-20,6.160000,6.170000,6.020000,6.090000,6.090000,22871300
+2010-09-21,6.100000,6.250000,6.060000,6.170000,6.170000,20615600
+2010-09-22,6.120000,6.270000,6.060000,6.260000,6.260000,27117300
+2010-09-23,6.200000,6.590000,6.140000,6.400000,6.400000,39689700
+2010-09-24,6.600000,6.850000,6.600000,6.840000,6.840000,53726900
+2010-09-27,6.920000,7.240000,6.840000,7.020000,7.020000,56266900
+2010-09-28,7.060000,7.090000,6.870000,6.950000,6.950000,32223300
+2010-09-29,6.870000,7.340000,6.850000,7.280000,7.280000,44249400
+2010-09-30,7.390000,7.440000,6.990000,7.110000,7.110000,38514800
+2010-10-01,7.200000,7.260000,7.010000,7.050000,7.050000,27510600
+2010-10-04,7.030000,7.080000,6.840000,6.940000,6.940000,23042400
+2010-10-05,7.040000,7.120000,6.890000,6.980000,6.980000,36286400
+2010-10-06,7.010000,7.050000,6.780000,6.860000,6.860000,23477400
+2010-10-07,6.890000,6.930000,6.770000,6.870000,6.870000,21005600
+2010-10-08,6.870000,7.100000,6.790000,7.050000,7.050000,25394100
+2010-10-11,7.100000,7.280000,7.080000,7.240000,7.240000,24687300
+2010-10-12,7.260000,7.350000,7.160000,7.300000,7.300000,27727500
+2010-10-13,7.450000,7.480000,7.220000,7.220000,7.220000,32283000
+2010-10-14,7.230000,7.250000,7.000000,7.140000,7.140000,36306700
+2010-10-15,7.360000,7.390000,7.010000,7.120000,7.120000,37688100
+2010-10-18,7.110000,7.130000,6.890000,6.960000,6.960000,26657500
+2010-10-19,6.860000,7.140000,6.800000,6.950000,6.950000,39344200
+2010-10-20,6.980000,7.050000,6.800000,6.820000,6.820000,45596700
+2010-10-21,6.870000,6.950000,6.790000,6.890000,6.890000,23156100
+2010-10-22,6.860000,7.000000,6.860000,6.890000,6.890000,21180100
+2010-10-25,6.960000,7.330000,6.940000,7.260000,7.260000,37042200
+2010-10-26,7.200000,7.300000,7.140000,7.200000,7.200000,16114600
+2010-10-27,7.170000,7.350000,7.160000,7.350000,7.350000,18477100
+2010-10-28,7.360000,7.680000,7.340000,7.630000,7.630000,32454500
+2010-10-29,7.610000,7.630000,7.310000,7.340000,7.340000,26841400
+2010-11-01,7.480000,7.500000,7.300000,7.360000,7.360000,20604400
+2010-11-02,7.410000,7.630000,7.400000,7.540000,7.540000,21752500
+2010-11-03,7.520000,7.670000,7.470000,7.640000,7.640000,20359100
+2010-11-04,7.710000,8.000000,7.670000,8.000000,8.000000,29582400
+2010-11-05,8.030000,8.160000,7.970000,8.040000,8.040000,24711800
+2010-11-08,8.030000,8.220000,8.030000,8.140000,8.140000,28465800
+2010-11-09,8.220000,8.240000,7.850000,7.910000,7.910000,42726500
+2010-11-10,7.890000,7.940000,7.700000,7.750000,7.750000,31317300
+2010-11-11,7.560000,7.680000,7.460000,7.630000,7.630000,17940500
+2010-11-12,7.590000,7.850000,7.500000,7.630000,7.630000,34469700
+2010-11-15,7.750000,7.820000,7.560000,7.570000,7.570000,15867600
+2010-11-16,7.490000,7.650000,7.420000,7.430000,7.430000,26840800
+2010-11-17,7.320000,7.430000,7.240000,7.330000,7.330000,17761400
+2010-11-18,7.430000,7.480000,7.300000,7.350000,7.350000,13942700
+2010-11-19,7.360000,7.530000,7.270000,7.470000,7.470000,14476000
+2010-11-22,7.440000,7.560000,7.300000,7.410000,7.410000,12073300
+2010-11-23,7.320000,7.410000,7.260000,7.320000,7.320000,10386700
+2010-11-24,7.380000,7.670000,7.370000,7.620000,7.620000,14304900
+2010-11-26,7.600000,7.650000,7.510000,7.550000,7.550000,4052200
+2010-11-29,7.470000,7.500000,7.260000,7.380000,7.380000,15579700
+2010-11-30,7.290000,7.370000,7.260000,7.290000,7.290000,12917100
+2010-12-01,7.410000,7.600000,7.370000,7.510000,7.510000,23883600
+2010-12-02,7.560000,7.630000,7.490000,7.540000,7.540000,19539900
+2010-12-03,7.530000,7.700000,7.500000,7.650000,7.650000,17230100
+2010-12-06,7.650000,7.870000,7.610000,7.820000,7.820000,22908800
+2010-12-07,7.910000,8.140000,7.900000,8.020000,8.020000,31776500
+2010-12-08,7.980000,8.200000,7.950000,8.170000,8.170000,19981200
+2010-12-09,8.210000,8.230000,7.910000,7.950000,7.950000,16823000
+2010-12-10,8.000000,8.120000,7.890000,8.070000,8.070000,15130900
+2010-12-13,8.130000,8.430000,8.100000,8.230000,8.230000,29524200
+2010-12-14,8.230000,8.270000,8.000000,8.050000,8.050000,15770200
+2010-12-15,8.000000,8.240000,7.970000,8.020000,8.020000,17187800
+2010-12-16,8.010000,8.120000,7.960000,8.030000,8.030000,9935500
+2010-12-17,8.050000,8.100000,7.860000,8.100000,8.100000,25999900
+2010-12-20,8.090000,8.240000,8.060000,8.240000,8.240000,14044600
+2010-12-21,8.270000,8.320000,8.130000,8.140000,8.140000,9684600
+2010-12-22,8.170000,8.180000,8.090000,8.110000,8.110000,9203300
+2010-12-23,8.040000,8.110000,7.950000,8.040000,8.040000,10784500
+2010-12-27,8.000000,8.080000,7.930000,8.050000,8.050000,8493000
+2010-12-28,8.070000,8.170000,8.050000,8.090000,8.090000,6138100
+2010-12-29,8.100000,8.150000,8.060000,8.080000,8.080000,6926400
+2010-12-30,8.100000,8.150000,8.100000,8.140000,8.140000,6213500
+2010-12-31,8.140000,8.190000,8.050000,8.180000,8.180000,7971200
+2011-01-03,8.440000,8.550000,8.390000,8.470000,8.470000,21152900
+2011-01-04,8.560000,8.840000,8.540000,8.770000,8.770000,26875300
+2011-01-05,8.740000,8.950000,8.720000,8.910000,8.910000,19457400
+2011-01-06,8.920000,8.940000,8.670000,8.690000,8.690000,21198200
+2011-01-07,8.730000,8.860000,8.630000,8.830000,8.830000,14062400
+2011-01-10,9.050000,9.250000,8.920000,9.190000,9.190000,42654000
+2011-01-11,8.770000,8.800000,8.330000,8.360000,8.360000,82092400
+2011-01-12,8.410000,8.500000,8.360000,8.390000,8.390000,34001000
+2011-01-13,8.440000,8.460000,8.240000,8.260000,8.260000,31520900
+2011-01-14,8.320000,8.330000,8.050000,8.200000,8.200000,38179400
+2011-01-18,8.200000,8.240000,8.070000,8.100000,8.100000,22013300
+2011-01-19,8.130000,8.170000,7.900000,7.930000,7.930000,22737700
+2011-01-20,7.880000,8.020000,7.850000,8.020000,8.020000,25167900
+2011-01-21,8.140000,8.150000,7.510000,7.540000,7.540000,64327200
+2011-01-24,7.530000,7.730000,7.500000,7.680000,7.680000,28030200
+2011-01-25,7.660000,7.680000,7.340000,7.480000,7.480000,36805900
+2011-01-26,7.490000,7.540000,7.350000,7.490000,7.490000,25064300
+2011-01-27,7.610000,7.780000,7.530000,7.750000,7.750000,29756900
+2011-01-28,7.760000,7.830000,7.400000,7.490000,7.490000,33405600
+2011-01-31,7.550000,8.040000,7.500000,7.830000,7.830000,42749900
+2011-02-01,8.100000,8.250000,8.060000,8.220000,8.220000,40250200
+2011-02-02,8.160000,8.600000,8.160000,8.290000,8.290000,36239600
+2011-02-03,8.360000,8.430000,8.100000,8.330000,8.330000,22946500
+2011-02-04,8.320000,8.490000,8.250000,8.400000,8.400000,21103900
+2011-02-07,8.470000,8.490000,8.250000,8.330000,8.330000,18586100
+2011-02-08,8.280000,8.300000,8.090000,8.240000,8.240000,18819100
+2011-02-09,8.180000,8.320000,8.030000,8.230000,8.230000,18426800
+2011-02-10,8.100000,8.250000,8.080000,8.220000,8.220000,14926600
+2011-02-11,8.160000,8.290000,8.120000,8.280000,8.280000,11337700
+2011-02-14,8.260000,8.740000,8.250000,8.630000,8.630000,37759600
+2011-02-15,8.600000,8.760000,8.440000,8.600000,8.600000,30341600
+2011-02-16,8.650000,9.120000,8.610000,8.990000,8.990000,47680900
+2011-02-17,8.960000,9.510000,8.940000,9.440000,9.440000,53360500
+2011-02-18,9.520000,9.580000,9.150000,9.180000,9.180000,30992800
+2011-02-22,8.880000,9.170000,8.820000,8.850000,8.850000,32256700
+2011-02-23,8.780000,8.950000,8.370000,8.550000,8.550000,32335800
+2011-02-24,8.590000,9.180000,8.570000,9.100000,9.100000,40939000
+2011-02-25,9.250000,9.450000,9.230000,9.290000,9.290000,29307900
+2011-02-28,9.340000,9.390000,9.050000,9.210000,9.210000,21558600
+2011-03-01,9.270000,9.320000,9.000000,9.030000,9.030000,19415000
+2011-03-02,9.050000,9.340000,9.050000,9.170000,9.170000,21253600
+2011-03-03,9.310000,9.370000,9.180000,9.280000,9.280000,18762800
+2011-03-04,9.330000,9.390000,9.150000,9.230000,9.230000,23059400
+2011-03-07,9.190000,9.220000,8.740000,8.840000,8.840000,29786000
+2011-03-08,8.880000,9.100000,8.750000,8.990000,8.990000,20298300
+2011-03-09,8.940000,8.940000,8.630000,8.670000,8.670000,23332100
+2011-03-10,8.530000,8.550000,8.360000,8.420000,8.420000,26255500
+2011-03-11,8.260000,8.670000,8.260000,8.650000,8.650000,21127900
+2011-03-14,8.560000,8.750000,8.350000,8.430000,8.430000,17092200
+2011-03-15,7.990000,8.340000,7.930000,8.280000,8.280000,19782900
+2011-03-16,8.280000,8.460000,8.050000,8.120000,8.120000,21088500
+2011-03-17,8.290000,8.400000,8.200000,8.310000,8.310000,14552000
+2011-03-18,8.450000,8.630000,8.340000,8.550000,8.550000,21509200
+2011-03-21,8.730000,8.740000,8.510000,8.550000,8.550000,13728600
+2011-03-22,8.540000,8.620000,8.360000,8.360000,8.360000,11878000
+2011-03-23,8.360000,8.600000,8.280000,8.590000,8.590000,13611100
+2011-03-24,8.660000,8.850000,8.610000,8.830000,8.830000,17440600
+2011-03-25,8.780000,8.900000,8.730000,8.880000,8.880000,17489100
+2011-03-28,8.890000,8.890000,8.680000,8.690000,8.690000,12030000
+2011-03-29,8.690000,8.700000,8.540000,8.680000,8.680000,14767300
+2011-03-30,8.740000,8.850000,8.610000,8.790000,8.790000,14592700
+2011-03-31,8.770000,8.850000,8.570000,8.600000,8.600000,18376500
+2011-04-01,8.610000,8.690000,8.270000,8.360000,8.360000,20393200
+2011-04-04,8.400000,8.420000,8.010000,8.100000,8.100000,26709200
+2011-04-05,8.230000,8.350000,8.100000,8.110000,8.110000,26089100
+2011-04-06,8.220000,8.510000,8.170000,8.430000,8.430000,21004600
+2011-04-07,8.480000,8.540000,8.290000,8.410000,8.410000,14977000
+2011-04-08,8.470000,8.510000,8.310000,8.470000,8.470000,19905400
+2011-04-11,8.460000,8.580000,8.400000,8.420000,8.420000,16621600
+2011-04-12,8.350000,8.390000,8.160000,8.260000,8.260000,12465200
+2011-04-13,8.350000,8.370000,8.180000,8.200000,8.200000,11568900
+2011-04-14,8.140000,8.220000,8.020000,8.190000,8.190000,13562200
+2011-04-15,8.200000,8.280000,8.080000,8.270000,8.270000,12619500
+2011-04-18,8.110000,8.280000,8.010000,8.200000,8.200000,16728600
+2011-04-19,8.210000,8.290000,8.160000,8.270000,8.270000,12075200
+2011-04-20,8.480000,8.650000,8.410000,8.630000,8.630000,21385600
+2011-04-21,8.730000,8.770000,8.630000,8.710000,8.710000,18746500
+2011-04-25,8.670000,8.720000,8.420000,8.700000,8.700000,21700300
+2011-04-26,8.700000,8.920000,8.640000,8.880000,8.880000,22000000
+2011-04-27,8.860000,8.950000,8.810000,8.950000,8.950000,12857900
+2011-04-28,8.880000,9.090000,8.850000,9.070000,9.070000,17041600
+2011-04-29,9.040000,9.140000,9.020000,9.100000,9.100000,11383900
+2011-05-02,9.160000,9.170000,8.990000,9.030000,9.030000,10711100
+2011-05-03,9.000000,9.050000,8.630000,8.800000,8.800000,17344300
+2011-05-04,8.770000,8.860000,8.640000,8.790000,8.790000,16845200
+2011-05-05,8.680000,8.990000,8.670000,8.870000,8.870000,14692400
+2011-05-06,9.000000,9.050000,8.890000,8.920000,8.920000,17439500
+2011-05-09,8.930000,8.970000,8.830000,8.940000,8.940000,9486900
+2011-05-10,8.750000,8.960000,8.720000,8.940000,8.940000,15046500
+2011-05-11,8.890000,9.070000,8.800000,8.880000,8.880000,14888900
+2011-05-12,8.780000,8.960000,8.730000,8.930000,8.930000,17255300
+2011-05-13,8.920000,9.070000,8.850000,8.900000,8.900000,12875500
+2011-05-16,8.770000,8.950000,8.650000,8.670000,8.670000,16573500
+2011-05-17,8.620000,8.620000,8.380000,8.540000,8.540000,20017900
+2011-05-18,8.530000,8.730000,8.520000,8.670000,8.670000,17954500
+2011-05-19,8.620000,8.710000,8.550000,8.640000,8.640000,15699700
+2011-05-20,8.580000,8.700000,8.540000,8.620000,8.620000,16694300
+2011-05-23,8.490000,8.690000,8.450000,8.490000,8.490000,16884200
+2011-05-24,8.550000,8.570000,8.370000,8.390000,8.390000,15950500
+2011-05-25,8.370000,8.470000,8.310000,8.430000,8.430000,12008700
+2011-05-26,8.450000,8.500000,8.360000,8.480000,8.480000,8118900
+2011-05-27,8.530000,8.600000,8.440000,8.490000,8.490000,9624700
+2011-05-31,8.560000,8.710000,8.530000,8.680000,8.680000,11527400
+2011-06-01,8.650000,8.680000,8.360000,8.370000,8.370000,13363300
+2011-06-02,8.390000,8.440000,8.210000,8.240000,8.240000,15133300
+2011-06-03,8.090000,8.170000,7.920000,7.970000,7.970000,21264700
+2011-06-06,7.970000,7.990000,7.770000,7.800000,7.800000,12263100
+2011-06-07,7.870000,7.950000,7.710000,7.710000,7.710000,17796100
+2011-06-08,7.720000,7.890000,7.540000,7.620000,7.620000,27123800
+2011-06-09,7.650000,7.730000,7.590000,7.640000,7.640000,15715800
+2011-06-10,7.630000,7.670000,7.440000,7.590000,7.590000,14571600
+2011-06-13,7.600000,7.630000,7.450000,7.540000,7.540000,12446700
+2011-06-14,7.670000,7.790000,7.610000,7.670000,7.670000,12738700
+2011-06-15,7.580000,7.660000,7.450000,7.500000,7.500000,14470900
+2011-06-16,7.650000,7.730000,7.050000,7.190000,7.190000,48145200
+2011-06-17,7.290000,7.290000,6.960000,7.000000,7.000000,31095600
+2011-06-20,6.960000,7.000000,6.720000,6.890000,6.890000,33807900
+2011-06-21,6.980000,7.250000,6.950000,7.220000,7.220000,26234300
+2011-06-22,7.150000,7.190000,7.050000,7.060000,7.060000,17390400
+2011-06-23,6.980000,7.080000,6.740000,7.060000,7.060000,33904500
+2011-06-24,7.020000,7.030000,6.860000,6.900000,6.900000,17827700
+2011-06-27,6.910000,6.960000,6.830000,6.920000,6.920000,9519100
+2011-06-28,6.950000,7.080000,6.900000,6.950000,6.950000,20625100
+2011-06-29,7.000000,7.050000,6.790000,6.890000,6.890000,27292900
+2011-06-30,6.930000,7.120000,6.900000,6.990000,6.990000,25379100
+2011-07-01,6.990000,7.130000,6.890000,7.110000,7.110000,27641600
+2011-07-05,7.110000,7.160000,7.060000,7.140000,7.140000,16220600
+2011-07-06,7.100000,7.110000,7.000000,7.000000,7.000000,13087600
+2011-07-07,7.080000,7.200000,7.050000,7.150000,7.150000,12530200
+2011-07-08,7.060000,7.060000,6.920000,6.950000,6.950000,19971300
+2011-07-11,6.800000,6.900000,6.750000,6.760000,6.760000,26012400
+2011-07-12,6.720000,6.720000,6.310000,6.430000,6.430000,37605500
+2011-07-13,6.490000,6.630000,6.400000,6.480000,6.480000,20844400
+2011-07-14,6.450000,6.590000,6.350000,6.440000,6.440000,19663800
+2011-07-15,6.450000,6.530000,6.390000,6.430000,6.430000,12736200
+2011-07-18,6.370000,6.430000,6.090000,6.180000,6.180000,31233200
+2011-07-19,6.290000,6.550000,6.230000,6.480000,6.480000,25765100
+2011-07-20,6.560000,6.620000,6.400000,6.600000,6.600000,18422800
+2011-07-21,6.590000,6.610000,6.440000,6.500000,6.500000,29318700
+2011-07-22,7.090000,7.790000,7.070000,7.750000,7.750000,86038800
+2011-07-25,7.620000,7.770000,7.430000,7.630000,7.630000,32285600
+2011-07-26,7.670000,7.870000,7.630000,7.660000,7.660000,21457900
+2011-07-27,7.600000,7.710000,7.440000,7.510000,7.510000,23537800
+2011-07-28,7.500000,7.630000,7.360000,7.420000,7.420000,16730800
+2011-07-29,7.320000,7.490000,7.210000,7.340000,7.340000,20881800
+2011-08-01,7.540000,7.580000,7.100000,7.220000,7.220000,23191400
+2011-08-02,7.180000,7.240000,6.870000,7.110000,7.110000,33153300
+2011-08-03,7.060000,7.230000,6.840000,7.160000,7.160000,31581700
+2011-08-04,7.050000,7.050000,6.500000,6.500000,6.500000,34761500
+2011-08-05,6.590000,6.750000,6.160000,6.560000,6.560000,39379400
+2011-08-08,6.030000,6.250000,5.900000,5.940000,5.940000,41251000
+2011-08-09,6.080000,6.190000,5.790000,6.180000,6.180000,25314600
+2011-08-10,5.630000,6.190000,5.600000,5.850000,5.850000,35411100
+2011-08-11,5.930000,6.260000,5.870000,6.170000,6.170000,25934800
+2011-08-12,6.310000,6.420000,6.180000,6.210000,6.210000,15588000
+2011-08-15,6.280000,6.450000,6.220000,6.430000,6.430000,11476700
+2011-08-16,6.360000,6.430000,6.180000,6.340000,6.340000,16355700
+2011-08-17,6.410000,6.470000,6.080000,6.140000,6.140000,15248500
+2011-08-18,5.900000,5.960000,5.640000,5.790000,5.790000,27200300
+2011-08-19,5.720000,6.090000,5.710000,5.980000,5.980000,37995200
+2011-08-22,6.130000,6.180000,5.950000,6.050000,6.050000,18433500
+2011-08-23,6.080000,6.500000,5.890000,6.500000,6.500000,31113900
+2011-08-24,6.500000,6.510000,6.160000,6.340000,6.340000,17181400
+2011-08-25,6.320000,6.700000,6.290000,6.370000,6.370000,27369300
+2011-08-26,6.300000,6.600000,6.220000,6.490000,6.490000,17110800
+2011-08-29,6.580000,6.830000,6.570000,6.830000,6.830000,13491500
+2011-08-30,6.760000,6.930000,6.690000,6.840000,6.840000,17400800
+2011-08-31,6.840000,6.940000,6.750000,6.830000,6.830000,26838200
+2011-09-01,6.830000,6.870000,6.670000,6.680000,6.680000,15254200
+2011-09-02,6.350000,6.480000,6.280000,6.320000,6.320000,17934000
+2011-09-06,6.090000,6.320000,6.070000,6.270000,6.270000,16300900
+2011-09-07,6.500000,6.760000,6.440000,6.760000,6.760000,18692700
+2011-09-08,6.720000,6.960000,6.630000,6.810000,6.810000,32017100
+2011-09-09,6.690000,6.820000,6.480000,6.520000,6.520000,17494200
+2011-09-12,6.400000,6.750000,6.400000,6.710000,6.710000,20412200
+2011-09-13,6.770000,7.000000,6.660000,6.960000,6.960000,19043000
+2011-09-14,7.020000,7.260000,6.980000,7.210000,7.210000,23767100
+2011-09-15,7.300000,7.440000,7.250000,7.340000,7.340000,23786400
+2011-09-16,7.380000,7.420000,7.130000,7.200000,7.200000,19877300
+2011-09-19,6.960000,7.140000,6.850000,6.920000,6.920000,36465500
+2011-09-20,6.960000,6.990000,6.730000,6.740000,6.740000,17428300
+2011-09-21,6.800000,6.850000,6.480000,6.480000,6.480000,20043200
+2011-09-22,6.240000,6.300000,5.900000,6.120000,6.120000,44630800
+2011-09-23,6.010000,6.230000,5.950000,6.170000,6.170000,21921300
+2011-09-26,6.370000,6.430000,6.110000,6.400000,6.400000,27779100
+2011-09-27,6.570000,6.760000,6.440000,6.490000,6.490000,26947400
+2011-09-28,6.510000,6.570000,6.150000,6.150000,6.150000,29234600
+2011-09-29,5.490000,5.650000,5.110000,5.310000,5.310000,67973500
+2011-09-30,5.230000,5.300000,5.070000,5.080000,5.080000,29671100
+2011-10-03,5.030000,5.030000,4.520000,4.530000,4.530000,39505500
+2011-10-04,4.420000,4.720000,4.310000,4.720000,4.720000,37500000
+2011-10-05,4.650000,4.900000,4.520000,4.830000,4.830000,28840200
+2011-10-06,4.910000,4.910000,4.700000,4.850000,4.850000,19193800
+2011-10-07,4.940000,4.990000,4.690000,4.730000,4.730000,22123200
+2011-10-10,4.850000,4.970000,4.750000,4.840000,4.840000,14709800
+2011-10-11,4.860000,4.930000,4.780000,4.860000,4.860000,15419700
+2011-10-12,4.940000,5.070000,4.920000,4.930000,4.930000,19261200
+2011-10-13,4.940000,4.980000,4.850000,4.970000,4.970000,17307600
+2011-10-14,5.040000,5.070000,4.850000,4.920000,4.920000,12805400
+2011-10-17,4.900000,4.900000,4.650000,4.670000,4.670000,16611900
+2011-10-18,4.680000,4.840000,4.570000,4.830000,4.830000,21338700
+2011-10-19,4.900000,4.920000,4.690000,4.730000,4.730000,18304000
+2011-10-20,4.720000,4.760000,4.450000,4.540000,4.540000,25240900
+2011-10-21,4.650000,4.730000,4.610000,4.720000,4.720000,13915400
+2011-10-24,4.740000,5.060000,4.740000,5.060000,5.060000,24368900
+2011-10-25,5.000000,5.050000,4.860000,4.910000,4.910000,14842800
+2011-10-26,4.990000,5.130000,4.870000,5.100000,5.100000,19662200
+2011-10-27,5.270000,5.600000,5.170000,5.540000,5.540000,41294000
+2011-10-28,5.830000,6.050000,5.710000,5.940000,5.940000,47582100
+2011-10-31,5.840000,5.960000,5.800000,5.830000,5.830000,19381300
+2011-11-01,5.560000,5.590000,5.290000,5.300000,5.300000,45412600
+2011-11-02,5.450000,5.490000,5.340000,5.460000,5.460000,21246800
+2011-11-03,5.530000,5.770000,5.300000,5.730000,5.730000,26417100
+2011-11-04,5.610000,5.770000,5.490000,5.670000,5.670000,17552600
+2011-11-07,5.670000,5.770000,5.530000,5.680000,5.680000,14564500
+2011-11-08,5.720000,5.780000,5.640000,5.750000,5.750000,14000000
+2011-11-09,5.550000,5.640000,5.380000,5.380000,5.380000,18518400
+2011-11-10,5.490000,5.720000,5.340000,5.660000,5.660000,23914400
+2011-11-11,5.690000,6.000000,5.670000,5.950000,5.950000,22806700
+2011-11-14,5.930000,5.990000,5.760000,5.790000,5.790000,12270200
+2011-11-15,5.740000,5.850000,5.700000,5.760000,5.760000,13712500
+2011-11-16,5.710000,5.850000,5.640000,5.680000,5.680000,12713300
+2011-11-17,5.710000,5.740000,5.400000,5.440000,5.440000,18207600
+2011-11-18,5.480000,5.520000,5.400000,5.470000,5.470000,12677100
+2011-11-21,5.340000,5.480000,5.220000,5.420000,5.420000,15305400
+2011-11-22,5.370000,5.460000,5.290000,5.300000,5.300000,19461400
+2011-11-23,5.220000,5.220000,5.010000,5.050000,5.050000,18338100
+2011-11-25,5.030000,5.110000,4.960000,4.990000,4.990000,8669000
+2011-11-28,5.240000,5.350000,5.200000,5.300000,5.300000,12143000
+2011-11-29,5.330000,5.440000,5.300000,5.320000,5.320000,10195400
+2011-11-30,5.490000,5.690000,5.470000,5.690000,5.690000,16152400
+2011-12-01,5.610000,5.740000,5.540000,5.700000,5.700000,10881400
+2011-12-02,5.770000,5.830000,5.650000,5.650000,5.650000,7733000
+2011-12-05,5.750000,5.840000,5.690000,5.760000,5.760000,11215800
+2011-12-06,5.740000,5.780000,5.610000,5.660000,5.660000,11406800
+2011-12-07,5.600000,5.740000,5.530000,5.720000,5.720000,12659400
+2011-12-08,5.640000,5.690000,5.450000,5.470000,5.470000,16654200
+2011-12-09,5.490000,5.560000,5.390000,5.540000,5.540000,13352500
+2011-12-12,5.380000,5.390000,5.220000,5.300000,5.300000,14586200
+2011-12-13,5.330000,5.390000,5.120000,5.180000,5.180000,22707700
+2011-12-14,5.140000,5.180000,5.010000,5.070000,5.070000,13350800
+2011-12-15,5.140000,5.170000,5.010000,5.040000,5.040000,13624900
+2011-12-16,5.080000,5.140000,5.020000,5.130000,5.130000,11679700
+2011-12-19,5.200000,5.200000,4.820000,4.860000,4.860000,14173400
+2011-12-20,4.960000,5.200000,4.950000,5.190000,5.190000,13554100
+2011-12-21,5.120000,5.200000,4.990000,5.080000,5.080000,11852700
+2011-12-22,5.120000,5.500000,5.100000,5.450000,5.450000,16217300
+2011-12-23,5.490000,5.510000,5.350000,5.410000,5.410000,6666000
+2011-12-27,5.400000,5.480000,5.340000,5.380000,5.380000,5648100
+2011-12-28,5.390000,5.420000,5.240000,5.280000,5.280000,5277600
+2011-12-29,5.310000,5.390000,5.270000,5.340000,5.340000,6145100
+2011-12-30,5.340000,5.450000,5.280000,5.400000,5.400000,6906000
+2012-01-03,5.530000,5.590000,5.440000,5.480000,5.480000,12675100
+2012-01-04,5.470000,5.490000,5.410000,5.460000,5.460000,8034900
+2012-01-05,5.450000,5.570000,5.350000,5.460000,5.460000,11476900
+2012-01-06,5.440000,5.520000,5.390000,5.430000,5.430000,12938600
+2012-01-09,5.420000,5.600000,5.380000,5.590000,5.590000,12585400
+2012-01-10,5.660000,5.750000,5.640000,5.710000,5.710000,10129600
+2012-01-11,5.680000,5.840000,5.680000,5.810000,5.810000,11196300
+2012-01-12,5.830000,5.850000,5.710000,5.820000,5.820000,11480100
+2012-01-13,5.760000,5.790000,5.630000,5.660000,5.660000,9670900
+2012-01-17,5.770000,5.840000,5.710000,5.730000,5.730000,8259900
+2012-01-18,5.730000,6.030000,5.730000,5.970000,5.970000,19955800
+2012-01-19,6.020000,6.240000,5.980000,6.220000,6.220000,21731300
+2012-01-20,6.220000,6.490000,6.180000,6.420000,6.420000,28706300
+2012-01-23,6.420000,6.600000,6.390000,6.520000,6.520000,21918400
+2012-01-24,6.470000,6.810000,6.390000,6.530000,6.530000,38790500
+2012-01-25,6.280000,6.780000,6.230000,6.730000,6.730000,36785000
+2012-01-26,6.730000,6.950000,6.680000,6.770000,6.770000,25160600
+2012-01-27,6.720000,6.850000,6.650000,6.820000,6.820000,16442700
+2012-01-30,6.730000,6.780000,6.610000,6.740000,6.740000,13366600
+2012-01-31,6.790000,6.840000,6.690000,6.710000,6.710000,17475500
+2012-02-01,6.830000,6.920000,6.800000,6.900000,6.900000,14672100
+2012-02-02,6.900000,7.000000,6.840000,6.930000,6.930000,15775200
+2012-02-03,7.020000,7.120000,6.980000,7.080000,7.080000,15318100
+2012-02-06,7.020000,7.050000,6.900000,6.920000,6.920000,13144800
+2012-02-07,6.960000,7.190000,6.950000,7.130000,7.130000,18873500
+2012-02-08,7.140000,7.390000,7.110000,7.250000,7.250000,15606000
+2012-02-09,7.300000,7.330000,7.130000,7.240000,7.240000,13358200
+2012-02-10,7.080000,7.120000,6.960000,7.050000,7.050000,16473400
+2012-02-13,7.240000,7.370000,7.170000,7.290000,7.290000,19481700
+2012-02-14,7.240000,7.430000,7.240000,7.320000,7.320000,18756000
+2012-02-15,7.380000,7.500000,7.300000,7.300000,7.300000,15269400
+2012-02-16,7.300000,7.600000,7.270000,7.590000,7.590000,13140100
+2012-02-17,7.660000,7.680000,7.420000,7.420000,7.420000,13955100
+2012-02-21,7.440000,7.450000,7.200000,7.280000,7.280000,15663000
+2012-02-22,7.240000,7.270000,7.000000,7.140000,7.140000,20775200
+2012-02-23,7.110000,7.300000,7.050000,7.290000,7.290000,16384600
+2012-02-24,7.420000,7.570000,7.380000,7.460000,7.460000,19280700
+2012-02-27,7.400000,7.590000,7.270000,7.470000,7.470000,14762600
+2012-02-28,7.450000,7.610000,7.430000,7.520000,7.520000,10513600
+2012-02-29,7.520000,7.550000,7.340000,7.350000,7.350000,13941400
+2012-03-01,7.470000,7.700000,7.420000,7.510000,7.510000,19151900
+2012-03-02,7.500000,7.630000,7.430000,7.460000,7.460000,11203300
+2012-03-05,7.350000,7.440000,7.030000,7.070000,7.070000,25144300
+2012-03-06,6.910000,6.950000,6.760000,6.900000,6.900000,15020700
+2012-03-07,7.000000,7.230000,6.920000,7.170000,7.170000,18978700
+2012-03-08,7.240000,7.500000,7.220000,7.470000,7.470000,21247000
+2012-03-09,7.560000,7.650000,7.530000,7.580000,7.580000,15093300
+2012-03-12,7.550000,7.600000,7.430000,7.500000,7.500000,15385500
+2012-03-13,7.560000,7.790000,7.540000,7.760000,7.760000,17889900
+2012-03-14,7.750000,7.990000,7.730000,7.760000,7.760000,22707000
+2012-03-15,7.960000,8.280000,7.920000,8.250000,8.250000,27147900
+2012-03-16,8.310000,8.330000,8.110000,8.200000,8.200000,14106400
+2012-03-19,8.190000,8.230000,8.080000,8.180000,8.180000,12016800
+2012-03-20,8.050000,8.090000,7.920000,8.060000,8.060000,16426200
+2012-03-21,8.090000,8.180000,8.010000,8.040000,8.040000,9085100
+2012-03-22,7.970000,8.040000,7.900000,8.030000,8.030000,9346900
+2012-03-23,8.050000,8.120000,7.950000,8.090000,8.090000,8149200
+2012-03-26,8.160000,8.250000,8.120000,8.240000,8.240000,8692000
+2012-03-27,8.250000,8.350000,8.170000,8.190000,8.190000,9802000
+2012-03-28,8.170000,8.270000,7.980000,8.080000,8.080000,15385000
+2012-03-29,7.980000,8.120000,7.930000,8.120000,8.120000,13920300
+2012-03-30,8.180000,8.200000,7.950000,8.020000,8.020000,14586100
+2012-04-02,8.030000,8.240000,7.950000,8.200000,8.200000,12477300
+2012-04-03,8.090000,8.170000,7.910000,7.980000,7.980000,18446600
+2012-04-04,7.890000,7.890000,7.600000,7.810000,7.810000,16055700
+2012-04-05,7.610000,7.890000,7.600000,7.870000,7.870000,14951800
+2012-04-09,7.710000,7.850000,7.660000,7.750000,7.750000,10066600
+2012-04-10,7.730000,7.890000,7.520000,7.530000,7.530000,16439400
+2012-04-11,7.640000,7.800000,7.620000,7.640000,7.640000,9540800
+2012-04-12,7.840000,7.950000,7.710000,7.920000,7.920000,10959900
+2012-04-13,7.850000,7.860000,7.680000,7.730000,7.730000,11975400
+2012-04-16,7.800000,7.840000,7.550000,7.700000,7.700000,14931000
+2012-04-17,7.830000,8.010000,7.800000,7.940000,7.940000,15773800
+2012-04-18,7.810000,8.060000,7.790000,7.970000,7.970000,13999400
+2012-04-19,8.010000,8.060000,7.750000,7.970000,7.970000,25074700
+2012-04-20,8.160000,8.210000,7.730000,7.760000,7.760000,38757700
+2012-04-23,7.590000,7.650000,7.390000,7.390000,7.390000,23445100
+2012-04-24,7.440000,7.480000,7.260000,7.310000,7.310000,20552900
+2012-04-25,7.420000,7.480000,7.210000,7.390000,7.390000,17392100
+2012-04-26,7.350000,7.490000,7.310000,7.450000,7.450000,22484700
+2012-04-27,7.440000,7.490000,7.220000,7.330000,7.330000,19381300
+2012-04-30,7.300000,7.460000,7.300000,7.360000,7.360000,13327200
+2012-05-01,7.340000,7.640000,7.310000,7.590000,7.590000,18849900
+2012-05-02,7.510000,7.650000,7.470000,7.630000,7.630000,14124600
+2012-05-03,7.570000,7.720000,7.370000,7.410000,7.410000,15768500
+2012-05-04,7.350000,7.400000,7.130000,7.180000,7.180000,12320600
+2012-05-07,7.130000,7.320000,7.130000,7.180000,7.180000,10558200
+2012-05-08,7.100000,7.120000,6.900000,7.030000,7.030000,12568300
+2012-05-09,6.900000,6.960000,6.720000,6.860000,6.860000,19307400
+2012-05-10,6.580000,6.850000,6.480000,6.780000,6.780000,26539700
+2012-05-11,6.730000,7.030000,6.720000,6.780000,6.780000,17698800
+2012-05-14,6.690000,6.890000,6.630000,6.750000,6.750000,13394600
+2012-05-15,6.760000,6.820000,6.530000,6.600000,6.600000,12501500
+2012-05-16,6.660000,6.760000,6.390000,6.390000,6.390000,17258100
+2012-05-17,6.380000,6.420000,6.110000,6.130000,6.130000,27076500
+2012-05-18,6.190000,6.290000,6.000000,6.010000,6.010000,14979900
+2012-05-21,6.100000,6.340000,6.060000,6.300000,6.300000,16378200
+2012-05-22,6.170000,6.270000,6.080000,6.160000,6.160000,12600900
+2012-05-23,5.980000,6.080000,5.890000,6.080000,6.080000,19700000
+2012-05-24,6.090000,6.100000,5.960000,6.020000,6.020000,9713100
+2012-05-25,6.020000,6.220000,5.990000,6.220000,6.220000,10026500
+2012-05-29,6.230000,6.460000,6.220000,6.460000,6.460000,16984800
+2012-05-30,6.350000,6.390000,6.150000,6.150000,6.150000,18305600
+2012-05-31,6.120000,6.140000,5.930000,6.080000,6.080000,19844100
+2012-06-01,5.900000,5.900000,5.630000,5.730000,5.730000,25558000
+2012-06-04,5.760000,5.830000,5.520000,5.630000,5.630000,15576200
+2012-06-05,5.660000,5.840000,5.640000,5.830000,5.830000,12256100
+2012-06-06,5.910000,6.100000,5.910000,6.020000,6.020000,13460500
+2012-06-07,6.100000,6.140000,5.720000,5.760000,5.760000,17451300
+2012-06-08,5.730000,5.920000,5.710000,5.910000,5.910000,7580800
+2012-06-11,6.010000,6.020000,5.680000,5.690000,5.690000,11840200
+2012-06-12,5.760000,5.920000,5.750000,5.910000,5.910000,12517400
+2012-06-13,5.890000,5.950000,5.750000,5.760000,5.760000,12585700
+2012-06-14,5.750000,5.810000,5.700000,5.760000,5.760000,8485800
+2012-06-15,5.770000,5.880000,5.730000,5.870000,5.870000,9292400
+2012-06-18,5.850000,6.000000,5.800000,5.930000,5.930000,11950000
+2012-06-19,5.930000,6.000000,5.800000,5.810000,5.810000,21247800
+2012-06-20,5.870000,6.090000,5.790000,6.060000,6.060000,23323500
+2012-06-21,6.040000,6.040000,5.710000,5.720000,5.720000,17212000
+2012-06-22,5.770000,5.820000,5.630000,5.730000,5.730000,15918900
+2012-06-25,5.640000,5.640000,5.380000,5.410000,5.410000,17470300
+2012-06-26,5.440000,5.500000,5.390000,5.440000,5.440000,10162500
+2012-06-27,5.470000,5.530000,5.400000,5.500000,5.500000,8999200
+2012-06-28,5.450000,5.470000,5.320000,5.410000,5.410000,11533600
+2012-06-29,5.590000,5.730000,5.580000,5.730000,5.730000,20948600
+2012-07-02,5.750000,5.780000,5.660000,5.750000,5.750000,11159600
+2012-07-03,5.780000,6.080000,5.770000,6.030000,6.030000,11319400
+2012-07-05,5.800000,5.980000,5.790000,5.880000,5.880000,13359900
+2012-07-06,5.800000,5.830000,5.680000,5.750000,5.750000,9952400
+2012-07-09,5.690000,5.780000,5.610000,5.620000,5.620000,13565900
+2012-07-10,5.080000,5.400000,4.950000,4.990000,4.990000,75490100
+2012-07-11,5.020000,5.040000,4.860000,4.890000,4.890000,16155500
+2012-07-12,4.850000,4.960000,4.810000,4.880000,4.880000,19891400
+2012-07-13,4.890000,4.950000,4.830000,4.900000,4.900000,15546400
+2012-07-16,4.850000,4.870000,4.740000,4.830000,4.830000,14791700
+2012-07-17,4.850000,4.930000,4.710000,4.870000,4.870000,14273200
+2012-07-18,4.830000,5.020000,4.760000,4.890000,4.890000,15849900
+2012-07-19,4.930000,5.070000,4.820000,4.860000,4.860000,27598400
+2012-07-20,4.620000,4.620000,4.200000,4.220000,4.220000,52272400
+2012-07-23,4.150000,4.160000,4.030000,4.150000,4.150000,22166600
+2012-07-24,4.180000,4.200000,4.000000,4.060000,4.060000,21019600
+2012-07-25,4.110000,4.150000,3.980000,4.010000,4.010000,20287800
+2012-07-26,4.050000,4.090000,4.000000,4.040000,4.040000,11233600
+2012-07-27,4.090000,4.120000,4.020000,4.090000,4.090000,13882400
+2012-07-30,4.080000,4.130000,4.060000,4.100000,4.100000,9546600
+2012-07-31,4.090000,4.150000,4.050000,4.060000,4.060000,13539000
+2012-08-01,4.090000,4.150000,3.990000,4.050000,4.050000,16227500
+2012-08-02,4.030000,4.120000,3.890000,3.970000,3.970000,15798800
+2012-08-03,4.010000,4.100000,3.980000,4.090000,4.090000,8352200
+2012-08-06,4.100000,4.120000,3.950000,4.010000,4.010000,18012600
+2012-08-07,4.040000,4.120000,4.010000,4.020000,4.020000,17095500
+2012-08-08,4.050000,4.470000,4.030000,4.400000,4.400000,52654600
+2012-08-09,4.410000,4.410000,4.230000,4.370000,4.370000,23069200
+2012-08-10,4.230000,4.370000,4.220000,4.340000,4.340000,7842500
+2012-08-13,4.310000,4.320000,4.210000,4.260000,4.260000,12805200
+2012-08-14,4.310000,4.350000,4.110000,4.120000,4.120000,13190100
+2012-08-15,4.110000,4.230000,4.100000,4.190000,4.190000,10406600
+2012-08-16,4.190000,4.240000,4.130000,4.170000,4.170000,12980100
+2012-08-17,4.170000,4.200000,4.080000,4.100000,4.100000,9228900
+2012-08-20,4.100000,4.100000,3.980000,4.090000,4.090000,17270600
+2012-08-21,4.100000,4.180000,4.030000,4.070000,4.070000,15999500
+2012-08-22,4.050000,4.050000,3.960000,4.010000,4.010000,17671700
+2012-08-23,3.980000,3.980000,3.880000,3.900000,3.900000,24424500
+2012-08-24,3.880000,3.950000,3.850000,3.940000,3.940000,12557300
+2012-08-27,3.950000,3.950000,3.820000,3.850000,3.850000,13057600
+2012-08-28,3.840000,3.880000,3.750000,3.790000,3.790000,14500800
+2012-08-29,3.800000,3.840000,3.760000,3.770000,3.770000,10004700
+2012-08-30,3.750000,3.800000,3.700000,3.700000,3.700000,12154100
+2012-08-31,3.770000,3.780000,3.600000,3.720000,3.720000,23593500
+2012-09-04,3.690000,3.710000,3.600000,3.640000,3.640000,16162600
+2012-09-05,3.570000,3.630000,3.430000,3.510000,3.510000,34274300
+2012-09-06,3.550000,3.660000,3.530000,3.660000,3.660000,19948800
+2012-09-07,3.620000,3.620000,3.430000,3.450000,3.450000,31043300
+2012-09-10,3.490000,3.590000,3.460000,3.470000,3.470000,32422000
+2012-09-11,3.520000,3.770000,3.480000,3.750000,3.750000,33085500
+2012-09-12,3.830000,3.920000,3.750000,3.890000,3.890000,50272400
+2012-09-13,3.820000,3.940000,3.750000,3.920000,3.920000,38356300
+2012-09-14,3.960000,3.990000,3.850000,3.900000,3.900000,23583300
+2012-09-17,3.900000,4.020000,3.820000,4.010000,4.010000,42220500
+2012-09-18,3.700000,3.900000,3.600000,3.620000,3.620000,91369500
+2012-09-19,3.660000,3.710000,3.580000,3.660000,3.660000,31304000
+2012-09-20,3.640000,3.660000,3.590000,3.590000,3.590000,20836600
+2012-09-21,3.630000,3.680000,3.580000,3.600000,3.600000,20269300
+2012-09-24,3.540000,3.550000,3.450000,3.460000,3.460000,23733000
+2012-09-25,3.480000,3.500000,3.280000,3.280000,3.280000,29232200
+2012-09-26,3.270000,3.420000,3.220000,3.320000,3.320000,22959900
+2012-09-27,3.360000,3.500000,3.340000,3.430000,3.430000,19551200
+2012-09-28,3.430000,3.440000,3.350000,3.370000,3.370000,15558100
+2012-10-01,3.390000,3.410000,3.260000,3.280000,3.280000,25050500
+2012-10-02,3.300000,3.410000,3.170000,3.270000,3.270000,27052700
+2012-10-03,3.280000,3.290000,3.100000,3.120000,3.120000,27800700
+2012-10-04,3.170000,3.250000,3.090000,3.220000,3.220000,23236300
+2012-10-05,3.240000,3.280000,3.170000,3.220000,3.220000,11215000
+2012-10-08,3.210000,3.240000,3.150000,3.190000,3.190000,9897400
+2012-10-09,3.180000,3.260000,3.150000,3.250000,3.250000,19696500
+2012-10-10,3.220000,3.220000,3.130000,3.150000,3.150000,19234500
+2012-10-11,3.190000,3.240000,3.130000,3.200000,3.200000,18206700
+2012-10-12,2.860000,2.990000,2.740000,2.740000,2.740000,83878000
+2012-10-15,2.790000,2.830000,2.730000,2.750000,2.750000,26746100
+2012-10-16,2.770000,2.780000,2.660000,2.680000,2.680000,38376800
+2012-10-17,2.660000,2.800000,2.640000,2.770000,2.770000,32949000
+2012-10-18,2.760000,2.780000,2.600000,2.620000,2.620000,35679500
+2012-10-19,2.540000,2.620000,2.170000,2.180000,2.180000,110069000
+2012-10-22,2.230000,2.230000,2.090000,2.100000,2.100000,37955900
+2012-10-23,2.060000,2.210000,2.030000,2.140000,2.140000,33501900
+2012-10-24,2.170000,2.220000,2.060000,2.080000,2.080000,37324400
+2012-10-25,2.100000,2.150000,2.070000,2.120000,2.120000,21980400
+2012-10-26,2.130000,2.140000,2.060000,2.070000,2.070000,16693000
+2012-10-31,2.130000,2.140000,2.050000,2.050000,2.050000,17427600
+2012-11-01,2.070000,2.140000,2.050000,2.140000,2.140000,21773300
+2012-11-02,2.150000,2.150000,2.070000,2.100000,2.100000,20725300
+2012-11-05,2.100000,2.120000,2.060000,2.110000,2.110000,21064800
+2012-11-06,2.120000,2.140000,2.060000,2.070000,2.070000,24027100
+2012-11-07,2.070000,2.100000,2.010000,2.010000,2.010000,30029200
+2012-11-08,2.030000,2.060000,1.960000,1.980000,1.980000,35841500
+2012-11-09,2.000000,2.070000,1.970000,2.030000,2.030000,39582000
+2012-11-12,2.040000,2.060000,1.990000,1.990000,1.990000,15959100
+2012-11-13,1.980000,2.350000,1.970000,2.090000,2.090000,60092100
+2012-11-14,2.040000,2.050000,1.920000,1.930000,1.930000,40052600
+2012-11-15,1.930000,1.930000,1.860000,1.870000,1.870000,20270000
+2012-11-16,1.870000,1.900000,1.810000,1.860000,1.860000,23501300
+2012-11-19,1.900000,1.950000,1.890000,1.920000,1.920000,18774000
+2012-11-20,1.920000,1.920000,1.860000,1.880000,1.880000,11637300
+2012-11-21,1.890000,1.920000,1.860000,1.870000,1.870000,7525400
+2012-11-23,1.920000,1.970000,1.920000,1.950000,1.950000,8567500
+2012-11-26,1.960000,1.970000,1.840000,1.870000,1.870000,30192600
+2012-11-27,1.870000,1.890000,1.850000,1.880000,1.880000,22732800
+2012-11-28,1.880000,1.990000,1.860000,1.960000,1.960000,27471900
+2012-11-29,2.010000,2.120000,2.010000,2.040000,2.040000,42800100
+2012-11-30,2.160000,2.220000,2.110000,2.200000,2.200000,66853900
+2012-12-03,2.280000,2.460000,2.260000,2.360000,2.360000,70160800
+2012-12-04,2.480000,2.480000,2.210000,2.260000,2.260000,52165300
+2012-12-05,2.300000,2.320000,2.250000,2.290000,2.290000,20378800
+2012-12-06,2.330000,2.390000,2.270000,2.340000,2.340000,22223500
+2012-12-07,2.380000,2.390000,2.290000,2.360000,2.360000,34202800
+2012-12-10,2.350000,2.390000,2.310000,2.320000,2.320000,10015500
+2012-12-11,2.340000,2.360000,2.300000,2.330000,2.330000,14745400
+2012-12-12,2.370000,2.440000,2.360000,2.370000,2.370000,24565900
+2012-12-13,2.400000,2.440000,2.380000,2.410000,2.410000,25069800
+2012-12-14,2.430000,2.440000,2.390000,2.390000,2.390000,16552900
+2012-12-17,2.410000,2.460000,2.390000,2.460000,2.460000,15273300
+2012-12-18,2.500000,2.530000,2.470000,2.520000,2.520000,26636300
+2012-12-19,2.550000,2.570000,2.490000,2.520000,2.520000,20586800
+2012-12-20,2.530000,2.530000,2.370000,2.400000,2.400000,24819400
+2012-12-21,2.330000,2.590000,2.250000,2.590000,2.590000,40732900
+2012-12-24,2.540000,2.570000,2.470000,2.480000,2.480000,9625400
+2012-12-26,2.490000,2.530000,2.420000,2.430000,2.430000,12798000
+2012-12-27,2.420000,2.430000,2.340000,2.390000,2.390000,18485500
+2012-12-28,2.300000,2.360000,2.250000,2.280000,2.280000,26210200
+2012-12-31,2.290000,2.420000,2.280000,2.400000,2.400000,20698200
+2013-01-02,2.550000,2.570000,2.450000,2.530000,2.530000,27214800
+2013-01-03,2.520000,2.590000,2.460000,2.490000,2.490000,24966900
+2013-01-04,2.510000,2.590000,2.490000,2.590000,2.590000,22054200
+2013-01-07,2.610000,2.700000,2.600000,2.670000,2.670000,25575200
+2013-01-08,2.720000,2.760000,2.640000,2.670000,2.670000,29140800
+2013-01-09,2.700000,2.720000,2.600000,2.630000,2.630000,16675100
+2013-01-10,2.690000,2.700000,2.610000,2.620000,2.620000,19408800
+2013-01-11,2.630000,2.680000,2.550000,2.670000,2.670000,20032100
+2013-01-14,2.680000,2.700000,2.620000,2.640000,2.640000,17300300
+2013-01-15,2.620000,2.700000,2.600000,2.680000,2.680000,23696400
+2013-01-16,2.670000,2.760000,2.630000,2.720000,2.720000,31384700
+2013-01-17,2.760000,2.780000,2.710000,2.740000,2.740000,17872200
+2013-01-18,2.650000,2.680000,2.430000,2.460000,2.460000,41786200
+2013-01-22,2.520000,2.540000,2.430000,2.450000,2.450000,35143000
+2013-01-23,2.620000,2.750000,2.590000,2.730000,2.730000,69200500
+2013-01-24,2.700000,2.840000,2.670000,2.790000,2.790000,32497200
+2013-01-25,2.840000,2.930000,2.820000,2.850000,2.850000,33639700
+2013-01-28,2.890000,2.920000,2.780000,2.820000,2.820000,23636700
+2013-01-29,2.860000,2.860000,2.690000,2.740000,2.740000,20071100
+2013-01-30,2.750000,2.780000,2.630000,2.650000,2.650000,19781200
+2013-01-31,2.700000,2.710000,2.450000,2.600000,2.600000,27846400
+2013-02-01,2.630000,2.680000,2.570000,2.600000,2.600000,18806200
+2013-02-04,2.630000,2.640000,2.520000,2.520000,2.520000,15382300
+2013-02-05,2.550000,2.600000,2.490000,2.600000,2.600000,12440400
+2013-02-06,2.590000,2.640000,2.560000,2.600000,2.600000,8831000
+2013-02-07,2.610000,2.630000,2.560000,2.570000,2.570000,6780200
+2013-02-08,2.580000,2.600000,2.580000,2.590000,2.590000,5972800
+2013-02-11,2.590000,2.700000,2.590000,2.670000,2.670000,22415300
+2013-02-12,2.710000,2.780000,2.690000,2.770000,2.770000,13675500
+2013-02-13,2.810000,2.830000,2.730000,2.750000,2.750000,11495000
+2013-02-14,2.740000,2.750000,2.690000,2.750000,2.750000,13289000
+2013-02-15,2.770000,2.790000,2.700000,2.710000,2.710000,10718400
+2013-02-19,2.750000,2.820000,2.730000,2.820000,2.820000,19819200
+2013-02-20,2.840000,2.840000,2.680000,2.700000,2.700000,21361700
+2013-02-21,2.690000,2.690000,2.520000,2.600000,2.600000,30776300
+2013-02-22,2.640000,2.670000,2.550000,2.610000,2.610000,20254200
+2013-02-25,2.640000,2.650000,2.530000,2.530000,2.530000,16946200
+2013-02-26,2.540000,2.550000,2.440000,2.460000,2.460000,17584400
+2013-02-27,2.480000,2.550000,2.450000,2.530000,2.530000,10653100
+2013-02-28,2.560000,2.570000,2.480000,2.490000,2.490000,11378900
+2013-03-01,2.500000,2.510000,2.420000,2.420000,2.420000,19689400
+2013-03-04,2.440000,2.450000,2.360000,2.400000,2.400000,14570000
+2013-03-05,2.450000,2.470000,2.400000,2.430000,2.430000,13958900
+2013-03-06,2.450000,2.460000,2.400000,2.430000,2.430000,10834600
+2013-03-07,2.440000,2.570000,2.430000,2.550000,2.550000,21089800
+2013-03-08,2.570000,2.640000,2.520000,2.560000,2.560000,11330600
+2013-03-11,2.570000,2.600000,2.510000,2.590000,2.590000,13393400
+2013-03-12,2.590000,2.630000,2.570000,2.610000,2.610000,9510100
+2013-03-13,2.620000,2.630000,2.570000,2.600000,2.600000,7482100
+2013-03-14,2.620000,2.630000,2.580000,2.630000,2.630000,9222000
+2013-03-15,2.600000,2.620000,2.580000,2.600000,2.600000,15805100
+2013-03-18,2.590000,2.680000,2.550000,2.650000,2.650000,12996000
+2013-03-19,2.660000,2.700000,2.620000,2.670000,2.670000,19316200
+2013-03-20,2.700000,2.750000,2.690000,2.750000,2.750000,13502800
+2013-03-21,2.730000,2.750000,2.630000,2.640000,2.640000,17021600
+2013-03-22,2.660000,2.670000,2.530000,2.540000,2.540000,18524100
+2013-03-25,2.570000,2.600000,2.490000,2.510000,2.510000,11266100
+2013-03-26,2.520000,2.540000,2.500000,2.540000,2.540000,6330300
+2013-03-27,2.500000,2.620000,2.500000,2.550000,2.550000,5902600
+2013-03-28,2.550000,2.570000,2.520000,2.550000,2.550000,4866900
+2013-04-01,2.540000,2.570000,2.420000,2.440000,2.440000,14464800
+2013-04-02,2.450000,2.450000,2.380000,2.390000,2.390000,11427400
+2013-04-03,2.400000,2.410000,2.320000,2.320000,2.320000,14485800
+2013-04-04,2.340000,2.370000,2.320000,2.330000,2.330000,11177500
+2013-04-05,2.300000,2.310000,2.280000,2.290000,2.290000,13725000
+2013-04-08,2.310000,2.610000,2.260000,2.590000,2.590000,44767800
+2013-04-09,2.580000,2.630000,2.440000,2.630000,2.630000,33886600
+2013-04-10,2.650000,2.660000,2.570000,2.610000,2.610000,20686300
+2013-04-11,2.550000,2.570000,2.460000,2.520000,2.520000,12946700
+2013-04-12,2.500000,2.500000,2.430000,2.480000,2.480000,10712600
+2013-04-15,2.450000,2.470000,2.400000,2.400000,2.400000,11522300
+2013-04-16,2.430000,2.440000,2.400000,2.440000,2.440000,10954300
+2013-04-17,2.410000,2.470000,2.400000,2.400000,2.400000,14829200
+2013-04-18,2.400000,2.560000,2.290000,2.510000,2.510000,27340500
+2013-04-19,2.440000,2.500000,2.390000,2.470000,2.470000,25040200
+2013-04-22,2.470000,2.510000,2.430000,2.460000,2.460000,14131700
+2013-04-23,2.500000,2.550000,2.470000,2.530000,2.530000,14550400
+2013-04-24,2.540000,2.620000,2.520000,2.610000,2.610000,16537800
+2013-04-25,2.630000,2.720000,2.630000,2.680000,2.680000,20971000
+2013-04-26,2.660000,2.680000,2.600000,2.640000,2.640000,17317200
+2013-04-29,2.660000,2.700000,2.650000,2.680000,2.680000,11220000
+2013-04-30,2.680000,2.820000,2.670000,2.820000,2.820000,32647200
+2013-05-01,2.810000,3.280000,2.790000,3.220000,3.220000,88006700
+2013-05-02,3.160000,3.480000,3.140000,3.410000,3.410000,74185900
+2013-05-03,3.470000,3.800000,3.470000,3.600000,3.600000,87328700
+2013-05-06,3.720000,3.750000,3.530000,3.610000,3.610000,51378200
+2013-05-07,3.650000,3.670000,3.440000,3.540000,3.540000,35339500
+2013-05-08,3.540000,3.850000,3.470000,3.830000,3.830000,57017200
+2013-05-09,3.910000,3.990000,3.830000,3.860000,3.860000,47232300
+2013-05-10,3.790000,3.970000,3.790000,3.950000,3.950000,30586600
+2013-05-13,3.950000,4.220000,3.940000,4.170000,4.170000,54889400
+2013-05-14,4.310000,4.320000,4.180000,4.260000,4.260000,53292800
+2013-05-15,4.290000,4.420000,4.260000,4.380000,4.380000,39347300
+2013-05-16,3.900000,3.940000,3.660000,3.830000,3.830000,80221500
+2013-05-17,3.930000,4.100000,3.900000,4.070000,4.070000,33952700
+2013-05-20,4.180000,4.200000,4.070000,4.100000,4.100000,35458600
+2013-05-21,4.150000,4.200000,3.950000,4.020000,4.020000,36560500
+2013-05-22,4.080000,4.100000,3.910000,3.960000,3.960000,28771500
+2013-05-23,3.810000,4.050000,3.790000,4.010000,4.010000,33152600
+2013-05-24,4.030000,4.060000,3.970000,4.050000,4.050000,20655600
+2013-05-28,4.130000,4.150000,4.020000,4.050000,4.050000,19603800
+2013-05-29,4.010000,4.050000,3.960000,3.980000,3.980000,16279300
+2013-05-30,4.000000,4.060000,3.990000,4.040000,4.040000,15229500
+2013-05-31,4.070000,4.110000,3.990000,4.000000,4.000000,17715000
+2013-06-03,4.020000,4.030000,3.810000,3.960000,3.960000,23938100
+2013-06-04,3.950000,4.040000,3.940000,4.010000,4.010000,19612600
+2013-06-05,4.010000,4.030000,3.890000,3.910000,3.910000,15404600
+2013-06-06,3.870000,3.940000,3.810000,3.940000,3.940000,20863700
+2013-06-07,3.980000,3.990000,3.880000,3.910000,3.910000,12026500
+2013-06-10,3.950000,4.080000,3.920000,4.060000,4.060000,32378100
+2013-06-11,4.000000,4.110000,3.960000,3.960000,3.960000,20201200
+2013-06-12,4.000000,4.030000,3.900000,3.900000,3.900000,14600100
+2013-06-13,3.900000,3.960000,3.870000,3.950000,3.950000,14192300
+2013-06-14,3.980000,4.040000,3.910000,3.940000,3.940000,14395600
+2013-06-17,4.120000,4.140000,4.020000,4.050000,4.050000,31973300
+2013-06-18,4.100000,4.110000,4.050000,4.090000,4.090000,22841700
+2013-06-19,4.150000,4.180000,4.040000,4.070000,4.070000,24193500
+2013-06-20,4.020000,4.030000,3.860000,3.870000,3.870000,26704000
+2013-06-21,3.970000,4.040000,3.900000,4.000000,4.000000,32752000
+2013-06-24,4.070000,4.090000,3.990000,4.050000,4.050000,29135600
+2013-06-25,4.110000,4.150000,4.060000,4.150000,4.150000,26642400
+2013-06-26,4.200000,4.210000,4.120000,4.140000,4.140000,19841200
+2013-06-27,4.190000,4.190000,4.060000,4.080000,4.080000,17426100
+2013-06-28,4.080000,4.120000,4.020000,4.080000,4.080000,13329600
+2013-07-01,4.110000,4.130000,4.070000,4.100000,4.100000,10712200
+2013-07-02,4.090000,4.120000,3.950000,3.970000,3.970000,17766600
+2013-07-03,4.000000,4.070000,3.960000,4.060000,4.060000,11315900
+2013-07-05,4.080000,4.100000,4.030000,4.070000,4.070000,8965400
+2013-07-08,4.080000,4.090000,3.980000,4.000000,4.000000,16930900
+2013-07-09,4.020000,4.080000,4.010000,4.050000,4.050000,9550900
+2013-07-10,4.060000,4.060000,3.960000,3.980000,3.980000,19122800
+2013-07-11,4.220000,4.450000,4.160000,4.450000,4.450000,106975700
+2013-07-12,4.480000,4.500000,4.260000,4.320000,4.320000,50286600
+2013-07-15,4.340000,4.400000,4.310000,4.400000,4.400000,21953700
+2013-07-16,4.410000,4.490000,4.250000,4.430000,4.430000,39716700
+2013-07-17,4.440000,4.450000,4.330000,4.380000,4.380000,17002100
+2013-07-18,4.380000,4.650000,4.370000,4.640000,4.640000,70347000
+2013-07-19,3.990000,4.080000,3.850000,4.030000,4.030000,151516000
+2013-07-22,4.010000,4.010000,3.890000,3.900000,3.900000,50010900
+2013-07-23,3.880000,3.880000,3.640000,3.660000,3.660000,76847700
+2013-07-24,3.690000,3.750000,3.580000,3.630000,3.630000,50913500
+2013-07-25,3.640000,3.740000,3.600000,3.700000,3.700000,29243400
+2013-07-26,3.700000,3.830000,3.660000,3.820000,3.820000,42575800
+2013-07-29,3.870000,3.890000,3.750000,3.750000,3.750000,32247500
+2013-07-30,3.790000,3.850000,3.750000,3.820000,3.820000,19611600
+2013-07-31,3.850000,3.900000,3.770000,3.770000,3.770000,34342100
+2013-08-01,3.810000,3.870000,3.780000,3.810000,3.810000,22276700
+2013-08-02,3.800000,3.840000,3.770000,3.800000,3.800000,13481100
+2013-08-05,3.830000,3.840000,3.800000,3.820000,3.820000,11734100
+2013-08-06,3.810000,3.820000,3.710000,3.720000,3.720000,19462800
+2013-08-07,3.680000,3.700000,3.570000,3.690000,3.690000,27553200
+2013-08-08,3.710000,3.730000,3.610000,3.710000,3.710000,16994400
+2013-08-09,3.690000,3.700000,3.630000,3.650000,3.650000,13656300
+2013-08-12,3.620000,3.720000,3.610000,3.650000,3.650000,10665300
+2013-08-13,3.670000,3.710000,3.630000,3.690000,3.690000,12387400
+2013-08-14,3.680000,3.830000,3.650000,3.820000,3.820000,32081500
+2013-08-15,3.760000,3.840000,3.650000,3.690000,3.690000,28245900
+2013-08-16,3.690000,3.710000,3.650000,3.660000,3.660000,11659600
+2013-08-19,3.670000,3.680000,3.590000,3.600000,3.600000,14414700
+2013-08-20,3.620000,3.690000,3.590000,3.630000,3.630000,16665100
+2013-08-21,3.620000,3.680000,3.600000,3.610000,3.610000,13992800
+2013-08-22,3.630000,3.650000,3.600000,3.630000,3.630000,10071400
+2013-08-23,3.670000,3.740000,3.610000,3.650000,3.650000,22498900
+2013-08-26,3.650000,3.660000,3.580000,3.580000,3.580000,22464000
+2013-08-27,3.550000,3.550000,3.330000,3.390000,3.390000,51647100
+2013-08-28,3.350000,3.490000,3.330000,3.420000,3.420000,19453800
+2013-08-29,3.430000,3.480000,3.370000,3.380000,3.380000,13448100
+2013-08-30,3.380000,3.410000,3.250000,3.270000,3.270000,31721500
+2013-09-03,3.320000,3.350000,3.250000,3.270000,3.270000,15543600
+2013-09-04,3.280000,3.340000,3.250000,3.310000,3.310000,29576000
+2013-09-05,3.320000,3.490000,3.300000,3.410000,3.410000,23102100
+2013-09-06,3.540000,3.600000,3.430000,3.570000,3.570000,35974800
+2013-09-09,3.630000,3.720000,3.620000,3.690000,3.690000,23646200
+2013-09-10,3.780000,3.870000,3.770000,3.870000,3.870000,33201100
+2013-09-11,3.870000,3.890000,3.740000,3.820000,3.820000,24009100
+2013-09-12,3.760000,3.800000,3.690000,3.750000,3.750000,28947700
+2013-09-13,3.750000,3.870000,3.720000,3.830000,3.830000,25331400
+2013-09-16,3.900000,3.900000,3.790000,3.820000,3.820000,30569700
+2013-09-17,3.830000,3.900000,3.770000,3.850000,3.850000,25590700
+2013-09-18,3.850000,3.950000,3.830000,3.930000,3.930000,24046300
+2013-09-19,3.960000,4.000000,3.920000,3.950000,3.950000,24274700
+2013-09-20,3.910000,3.960000,3.790000,3.830000,3.830000,94572300
+2013-09-23,3.810000,3.870000,3.770000,3.790000,3.790000,20920500
+2013-09-24,3.790000,3.890000,3.750000,3.800000,3.800000,21462700
+2013-09-25,3.820000,3.940000,3.790000,3.910000,3.910000,23559200
+2013-09-26,3.940000,3.980000,3.880000,3.890000,3.890000,17460300
+2013-09-27,3.870000,3.910000,3.830000,3.860000,3.860000,11436100
+2013-09-30,3.790000,3.860000,3.750000,3.810000,3.810000,16556900
+2013-10-01,3.820000,3.940000,3.810000,3.860000,3.860000,26056400
+2013-10-02,3.830000,3.940000,3.820000,3.900000,3.900000,18583300
+2013-10-03,3.930000,3.940000,3.860000,3.900000,3.900000,25498500
+2013-10-04,3.910000,3.950000,3.890000,3.910000,3.910000,17134400
+2013-10-07,3.870000,3.910000,3.830000,3.860000,3.860000,16734000
+2013-10-08,3.870000,3.890000,3.680000,3.720000,3.720000,35910400
+2013-10-09,3.750000,3.750000,3.550000,3.650000,3.650000,36053700
+2013-10-10,3.720000,3.800000,3.720000,3.790000,3.790000,24019400
+2013-10-11,3.780000,3.850000,3.750000,3.830000,3.830000,17384600
+2013-10-14,3.870000,4.050000,3.850000,3.970000,3.970000,63648400
+2013-10-15,4.030000,4.100000,4.010000,4.020000,4.020000,52027500
+2013-10-16,4.100000,4.100000,4.030000,4.090000,4.090000,34138300
+2013-10-17,4.120000,4.130000,4.060000,4.090000,4.090000,45838000
+2013-10-18,3.560000,3.660000,3.510000,3.530000,3.530000,108913700
+2013-10-21,3.560000,3.560000,3.300000,3.370000,3.370000,68891000
+2013-10-22,3.320000,3.340000,3.120000,3.180000,3.180000,92506500
+2013-10-23,3.200000,3.250000,3.040000,3.140000,3.140000,65948000
+2013-10-24,3.210000,3.300000,3.160000,3.230000,3.230000,43033200
+2013-10-25,3.290000,3.390000,3.290000,3.340000,3.340000,43346300
+2013-10-28,3.380000,3.390000,3.320000,3.320000,3.320000,23820500
+2013-10-29,3.340000,3.370000,3.320000,3.330000,3.330000,15816500
+2013-10-30,3.350000,3.360000,3.300000,3.300000,3.300000,16208000
+2013-10-31,3.310000,3.350000,3.250000,3.340000,3.340000,18062700
+2013-11-01,3.370000,3.370000,3.300000,3.310000,3.310000,14422000
+2013-11-04,3.340000,3.380000,3.290000,3.320000,3.320000,16749400
+2013-11-05,3.320000,3.350000,3.290000,3.330000,3.330000,14003100
+2013-11-06,3.330000,3.350000,3.300000,3.320000,3.320000,15065300
+2013-11-07,3.330000,3.330000,3.230000,3.280000,3.280000,18856200
+2013-11-08,3.260000,3.290000,3.200000,3.270000,3.270000,12072000
+2013-11-11,3.290000,3.340000,3.250000,3.340000,3.340000,12981500
+2013-11-12,3.340000,3.450000,3.330000,3.440000,3.440000,20185800
+2013-11-13,3.500000,3.550000,3.460000,3.540000,3.540000,28914000
+2013-11-14,3.550000,3.570000,3.470000,3.520000,3.520000,15123200
+2013-11-15,3.530000,3.530000,3.480000,3.500000,3.500000,11570800
+2013-11-18,3.530000,3.540000,3.470000,3.470000,3.470000,13170900
+2013-11-19,3.460000,3.480000,3.360000,3.420000,3.420000,20169800
+2013-11-20,3.440000,3.460000,3.400000,3.420000,3.420000,9937400
+2013-11-21,3.430000,3.440000,3.350000,3.370000,3.370000,13646200
+2013-11-22,3.380000,3.390000,3.330000,3.340000,3.340000,11315300
+2013-11-25,3.360000,3.400000,3.340000,3.390000,3.390000,11605400
+2013-11-26,3.420000,3.480000,3.400000,3.450000,3.450000,16989300
+2013-11-27,3.480000,3.580000,3.460000,3.560000,3.560000,19876400
+2013-11-29,3.600000,3.680000,3.580000,3.640000,3.640000,15448400
+2013-12-02,3.650000,3.700000,3.560000,3.660000,3.660000,24119700
+2013-12-03,3.640000,3.710000,3.580000,3.620000,3.620000,23323200
+2013-12-04,3.570000,3.630000,3.480000,3.570000,3.570000,21609700
+2013-12-05,3.560000,3.650000,3.550000,3.640000,3.640000,14465700
+2013-12-06,3.670000,3.700000,3.630000,3.660000,3.660000,15825300
+2013-12-09,3.660000,3.700000,3.630000,3.630000,3.630000,10470700
+2013-12-10,3.630000,3.780000,3.600000,3.720000,3.720000,29571500
+2013-12-11,3.740000,3.770000,3.660000,3.680000,3.680000,13436700
+2013-12-12,3.680000,3.750000,3.650000,3.690000,3.690000,10013900
+2013-12-13,3.700000,3.720000,3.650000,3.690000,3.690000,9074200
+2013-12-16,3.640000,3.660000,3.510000,3.590000,3.590000,22228600
+2013-12-17,3.600000,3.670000,3.580000,3.650000,3.650000,14836400
+2013-12-18,3.640000,3.670000,3.600000,3.650000,3.650000,12658100
+2013-12-19,3.640000,3.680000,3.600000,3.650000,3.650000,10419000
+2013-12-20,3.640000,3.700000,3.640000,3.690000,3.690000,12762700
+2013-12-23,3.740000,3.780000,3.720000,3.750000,3.750000,14531000
+2013-12-24,3.770000,3.800000,3.750000,3.770000,3.770000,5798900
+2013-12-26,3.800000,3.850000,3.790000,3.800000,3.800000,9887600
+2013-12-27,3.820000,3.830000,3.760000,3.780000,3.780000,8248800
+2013-12-30,3.790000,3.880000,3.780000,3.850000,3.850000,17519300
+2013-12-31,3.870000,3.880000,3.830000,3.870000,3.870000,12347800
+2014-01-02,3.850000,3.980000,3.840000,3.950000,3.950000,20548400
+2014-01-03,3.980000,4.000000,3.880000,4.000000,4.000000,22887200
+2014-01-06,4.010000,4.180000,3.990000,4.130000,4.130000,42398300
+2014-01-07,4.190000,4.250000,4.110000,4.180000,4.180000,42932100
+2014-01-08,4.230000,4.260000,4.140000,4.180000,4.180000,30678700
+2014-01-09,4.200000,4.230000,4.050000,4.090000,4.090000,30667600
+2014-01-10,4.090000,4.200000,4.070000,4.170000,4.170000,20840800
+2014-01-13,4.190000,4.200000,4.090000,4.130000,4.130000,22856100
+2014-01-14,4.140000,4.300000,4.130000,4.300000,4.300000,42434800
+2014-01-15,4.340000,4.600000,4.320000,4.470000,4.470000,66613100
+2014-01-16,4.500000,4.510000,4.320000,4.380000,4.380000,46975600
+2014-01-17,4.150000,4.350000,4.110000,4.180000,4.180000,45842700
+2014-01-21,4.310000,4.340000,4.130000,4.170000,4.170000,58702900
+2014-01-22,3.790000,3.820000,3.660000,3.670000,3.670000,86329500
+2014-01-23,3.670000,3.680000,3.580000,3.620000,3.620000,29844700
+2014-01-24,3.600000,3.610000,3.410000,3.470000,3.470000,48095800
+2014-01-27,3.480000,3.490000,3.350000,3.410000,3.410000,31332300
+2014-01-28,3.430000,3.570000,3.410000,3.540000,3.540000,27962600
+2014-01-29,3.520000,3.560000,3.450000,3.480000,3.480000,21765000
+2014-01-30,3.510000,3.520000,3.450000,3.480000,3.480000,17111700
+2014-01-31,3.450000,3.470000,3.430000,3.430000,3.430000,13602100
+2014-02-03,3.430000,3.440000,3.330000,3.330000,3.330000,22280200
+2014-02-04,3.350000,3.430000,3.300000,3.370000,3.370000,22681000
+2014-02-05,3.360000,3.370000,3.290000,3.310000,3.310000,14858900
+2014-02-06,3.320000,3.460000,3.320000,3.410000,3.410000,16072900
+2014-02-07,3.460000,3.500000,3.420000,3.470000,3.470000,23119700
+2014-02-10,3.500000,3.640000,3.450000,3.630000,3.630000,21241100
+2014-02-11,3.660000,3.750000,3.650000,3.700000,3.700000,34198100
+2014-02-12,3.710000,3.730000,3.630000,3.690000,3.690000,18321300
+2014-02-13,3.640000,3.710000,3.640000,3.700000,3.700000,13368600
+2014-02-14,3.700000,3.720000,3.640000,3.690000,3.690000,12387900
+2014-02-18,3.690000,3.720000,3.650000,3.700000,3.700000,11956700
+2014-02-19,3.700000,3.740000,3.680000,3.720000,3.720000,14175500
+2014-02-20,3.720000,3.750000,3.660000,3.690000,3.690000,13276100
+2014-02-21,3.710000,3.750000,3.660000,3.690000,3.690000,13606800
+2014-02-24,3.710000,3.730000,3.700000,3.710000,3.710000,10717900
+2014-02-25,3.730000,3.740000,3.660000,3.690000,3.690000,9173500
+2014-02-26,3.700000,3.720000,3.630000,3.700000,3.700000,13211700
+2014-02-27,3.690000,3.770000,3.680000,3.710000,3.710000,18218000
+2014-02-28,3.730000,3.770000,3.700000,3.710000,3.710000,14643200
+2014-03-03,3.660000,3.700000,3.600000,3.670000,3.670000,19555800
+2014-03-04,3.700000,3.730000,3.680000,3.700000,3.700000,10516100
+2014-03-05,3.700000,3.730000,3.690000,3.710000,3.710000,10740200
+2014-03-06,3.720000,3.750000,3.710000,3.730000,3.730000,10713000
+2014-03-07,3.750000,4.020000,3.750000,3.950000,3.950000,55435800
+2014-03-10,4.040000,4.060000,3.800000,3.810000,3.810000,42135800
+2014-03-11,3.860000,4.010000,3.830000,3.850000,3.850000,34951400
+2014-03-12,3.860000,3.930000,3.850000,3.910000,3.910000,14700500
+2014-03-13,3.940000,3.990000,3.840000,3.860000,3.860000,19803000
+2014-03-14,3.840000,3.900000,3.820000,3.850000,3.850000,18161500
+2014-03-17,3.880000,3.910000,3.780000,3.800000,3.800000,20004100
+2014-03-18,3.820000,3.910000,3.810000,3.890000,3.890000,15273700
+2014-03-19,3.910000,4.000000,3.900000,3.980000,3.980000,28516900
+2014-03-20,3.960000,4.050000,3.900000,4.050000,4.050000,23600600
+2014-03-21,4.070000,4.140000,4.010000,4.040000,4.040000,23871200
+2014-03-24,4.050000,4.140000,3.980000,4.050000,4.050000,20669500
+2014-03-25,4.090000,4.120000,4.020000,4.050000,4.050000,14517000
+2014-03-26,4.080000,4.100000,4.020000,4.050000,4.050000,14799700
+2014-03-27,3.990000,4.070000,3.870000,3.910000,3.910000,24532000
+2014-03-28,3.930000,3.970000,3.870000,3.880000,3.880000,13189200
+2014-03-31,3.930000,4.020000,3.900000,4.010000,4.010000,15386000
+2014-04-01,4.040000,4.100000,4.020000,4.070000,4.070000,18778800
+2014-04-02,4.120000,4.120000,4.060000,4.060000,4.060000,14839500
+2014-04-03,4.070000,4.100000,3.970000,4.000000,4.000000,16802300
+2014-04-04,4.030000,4.110000,3.920000,4.010000,4.010000,23427000
+2014-04-07,3.980000,3.990000,3.830000,3.880000,3.880000,24874600
+2014-04-08,3.890000,4.000000,3.830000,3.990000,3.990000,17339100
+2014-04-09,4.010000,4.020000,3.950000,3.980000,3.980000,11270300
+2014-04-10,3.970000,4.010000,3.840000,3.850000,3.850000,21364300
+2014-04-11,3.820000,3.850000,3.650000,3.650000,3.650000,34428800
+2014-04-14,3.720000,3.780000,3.650000,3.710000,3.710000,22735100
+2014-04-15,3.740000,3.820000,3.720000,3.790000,3.790000,21754300
+2014-04-16,3.810000,3.830000,3.730000,3.760000,3.760000,18173300
+2014-04-17,3.780000,3.800000,3.690000,3.690000,3.690000,32048100
+2014-04-21,4.010000,4.200000,3.960000,4.120000,4.120000,102651500
+2014-04-22,4.130000,4.310000,4.110000,4.300000,4.300000,52806800
+2014-04-23,4.280000,4.300000,4.160000,4.250000,4.250000,29136300
+2014-04-24,4.270000,4.350000,4.200000,4.280000,4.280000,27532800
+2014-04-25,4.220000,4.260000,4.040000,4.050000,4.050000,37810200
+2014-04-28,4.090000,4.120000,3.870000,3.960000,3.960000,31737100
+2014-04-29,4.020000,4.030000,3.960000,4.030000,4.030000,14582900
+2014-04-30,4.000000,4.100000,3.990000,4.090000,4.090000,18419200
+2014-05-01,4.130000,4.240000,4.100000,4.200000,4.200000,37807300
+2014-05-02,4.170000,4.200000,4.100000,4.120000,4.120000,14479700
+2014-05-05,4.100000,4.140000,4.060000,4.090000,4.090000,9015400
+2014-05-06,4.060000,4.130000,3.980000,4.010000,4.010000,17929300
+2014-05-07,4.040000,4.040000,3.890000,3.970000,3.970000,22374700
+2014-05-08,3.950000,4.030000,3.910000,3.930000,3.930000,14550200
+2014-05-09,3.910000,3.930000,3.850000,3.870000,3.870000,15982900
+2014-05-12,3.870000,4.000000,3.860000,3.970000,3.970000,14785500
+2014-05-13,3.990000,4.090000,3.980000,4.030000,4.030000,11224000
+2014-05-14,4.030000,4.060000,3.980000,3.980000,3.980000,10349600
+2014-05-15,3.960000,3.980000,3.890000,3.960000,3.960000,18000900
+2014-05-16,3.950000,4.050000,3.910000,4.020000,4.020000,17166600
+2014-05-19,4.000000,4.100000,3.960000,4.090000,4.090000,18171000
+2014-05-20,4.090000,4.110000,4.000000,4.050000,4.050000,15647500
+2014-05-21,4.060000,4.100000,4.050000,4.100000,4.100000,13369500
+2014-05-22,4.090000,4.090000,4.010000,4.010000,4.010000,11903100
+2014-05-23,4.030000,4.060000,3.970000,4.020000,4.020000,9831100
+2014-05-27,4.050000,4.060000,4.030000,4.040000,4.040000,6922800
+2014-05-28,4.040000,4.060000,3.990000,4.000000,4.000000,12293800
+2014-05-29,4.020000,4.060000,4.010000,4.030000,4.030000,8876700
+2014-05-30,4.020000,4.030000,3.980000,4.000000,4.000000,10030600
+2014-06-02,4.030000,4.030000,3.940000,3.970000,3.970000,10859500
+2014-06-03,3.960000,3.980000,3.920000,3.940000,3.940000,10858800
+2014-06-04,3.930000,4.050000,3.930000,4.040000,4.040000,13286000
+2014-06-05,4.040000,4.090000,4.020000,4.080000,4.080000,13723800
+2014-06-06,4.090000,4.110000,4.060000,4.060000,4.060000,8466000
+2014-06-09,4.050000,4.100000,4.040000,4.070000,4.070000,7597200
+2014-06-10,4.100000,4.230000,4.100000,4.200000,4.200000,28322100
+2014-06-11,4.180000,4.300000,4.170000,4.290000,4.290000,20596200
+2014-06-12,4.330000,4.440000,4.280000,4.290000,4.290000,26709500
+2014-06-13,4.360000,4.390000,4.240000,4.280000,4.280000,17734600
+2014-06-16,4.260000,4.440000,4.260000,4.440000,4.440000,26192800
+2014-06-17,4.410000,4.500000,4.410000,4.470000,4.470000,19445000
+2014-06-18,4.500000,4.500000,4.350000,4.400000,4.400000,14702400
+2014-06-19,4.420000,4.450000,4.330000,4.360000,4.360000,10880500
+2014-06-20,4.340000,4.370000,4.070000,4.100000,4.100000,54721600
+2014-06-23,4.060000,4.080000,3.900000,4.010000,4.010000,49634100
+2014-06-24,4.010000,4.070000,3.930000,3.940000,3.940000,20402400
+2014-06-25,3.950000,4.000000,3.940000,3.960000,3.960000,13844700
+2014-06-26,3.950000,4.090000,3.940000,4.030000,4.030000,21640500
+2014-06-27,4.060000,4.110000,4.040000,4.110000,4.110000,16034600
+2014-06-30,4.120000,4.250000,4.080000,4.190000,4.190000,25850200
+2014-07-01,4.210000,4.260000,4.170000,4.220000,4.220000,29412600
+2014-07-02,4.230000,4.350000,4.220000,4.340000,4.340000,20486500
+2014-07-03,4.360000,4.400000,4.140000,4.240000,4.240000,22521700
+2014-07-07,4.230000,4.310000,4.210000,4.260000,4.260000,21165500
+2014-07-08,4.250000,4.300000,4.100000,4.220000,4.220000,41685800
+2014-07-09,4.210000,4.290000,4.200000,4.230000,4.230000,18462200
+2014-07-10,4.180000,4.360000,4.140000,4.290000,4.290000,39245000
+2014-07-11,4.300000,4.400000,4.290000,4.370000,4.370000,22425600
+2014-07-14,4.440000,4.650000,4.390000,4.640000,4.640000,73046000
+2014-07-15,4.630000,4.800000,4.410000,4.530000,4.530000,156113700
+2014-07-16,4.600000,4.770000,4.570000,4.660000,4.660000,61848100
+2014-07-17,4.660000,4.680000,4.500000,4.570000,4.570000,51309800
+2014-07-18,3.730000,3.840000,3.670000,3.830000,3.830000,137577700
+2014-07-21,3.860000,3.870000,3.750000,3.780000,3.780000,34219100
+2014-07-22,3.820000,3.860000,3.780000,3.800000,3.800000,34004800
+2014-07-23,3.820000,3.830000,3.750000,3.760000,3.760000,31748200
+2014-07-24,3.750000,3.800000,3.710000,3.730000,3.730000,27967600
+2014-07-25,3.730000,3.790000,3.690000,3.760000,3.760000,31793700
+2014-07-28,3.770000,3.780000,3.680000,3.730000,3.730000,31443400
+2014-07-29,3.740000,3.840000,3.730000,3.790000,3.790000,36157400
+2014-07-30,3.820000,3.880000,3.770000,3.820000,3.820000,42981200
+2014-07-31,3.800000,3.990000,3.780000,3.910000,3.910000,112162900
+2014-08-01,3.910000,4.010000,3.870000,3.970000,3.970000,33710000
+2014-08-04,3.970000,4.020000,3.930000,4.000000,4.000000,21493200
+2014-08-05,3.990000,4.110000,3.970000,4.080000,4.080000,40330600
+2014-08-06,4.060000,4.140000,4.030000,4.120000,4.120000,16271200
+2014-08-07,4.140000,4.200000,4.070000,4.100000,4.100000,32712300
+2014-08-08,4.100000,4.150000,4.050000,4.120000,4.120000,27166900
+2014-08-11,4.030000,4.190000,3.990000,4.140000,4.140000,29560500
+2014-08-12,4.120000,4.140000,4.080000,4.080000,4.080000,27369900
+2014-08-13,4.080000,4.150000,4.030000,4.110000,4.110000,30396800
+2014-08-14,4.100000,4.170000,4.080000,4.080000,4.080000,26148100
+2014-08-15,4.120000,4.140000,4.070000,4.130000,4.130000,33349200
+2014-08-18,4.140000,4.220000,4.140000,4.210000,4.210000,45381300
+2014-08-19,4.200000,4.300000,4.200000,4.270000,4.270000,23222100
+2014-08-20,4.250000,4.320000,4.220000,4.280000,4.280000,11986600
+2014-08-21,4.290000,4.290000,4.210000,4.240000,4.240000,11939800
+2014-08-22,4.220000,4.280000,4.210000,4.250000,4.250000,8364700
+2014-08-25,4.270000,4.270000,4.180000,4.180000,4.180000,8998200
+2014-08-26,4.170000,4.220000,4.130000,4.190000,4.190000,9183900
+2014-08-27,4.200000,4.210000,4.150000,4.160000,4.160000,7304400
+2014-08-28,4.140000,4.190000,4.070000,4.140000,4.140000,10331400
+2014-08-29,4.150000,4.190000,4.140000,4.170000,4.170000,7347200
+2014-09-02,4.160000,4.250000,4.150000,4.160000,4.160000,12603300
+2014-09-03,4.170000,4.230000,4.170000,4.190000,4.190000,9600600
+2014-09-04,4.180000,4.250000,4.150000,4.150000,4.150000,12791400
+2014-09-05,4.170000,4.190000,4.150000,4.150000,4.150000,6630200
+2014-09-08,4.130000,4.180000,4.100000,4.130000,4.130000,8396200
+2014-09-09,4.150000,4.160000,4.080000,4.080000,4.080000,8964800
+2014-09-10,4.080000,4.110000,4.010000,4.080000,4.080000,13276800
+2014-09-11,4.030000,4.080000,4.020000,4.080000,4.080000,8086800
+2014-09-12,4.060000,4.110000,3.960000,3.960000,3.960000,14123900
+2014-09-15,3.980000,4.020000,3.900000,3.910000,3.910000,18257000
+2014-09-16,3.890000,3.900000,3.800000,3.810000,3.810000,40156400
+2014-09-17,3.820000,3.880000,3.800000,3.820000,3.820000,24894600
+2014-09-18,3.880000,3.940000,3.700000,3.880000,3.880000,16141400
+2014-09-19,3.930000,3.940000,3.810000,3.810000,3.810000,23030000
+2014-09-22,3.810000,3.830000,3.750000,3.760000,3.760000,14201400
+2014-09-23,3.760000,3.790000,3.690000,3.690000,3.690000,16282500
+2014-09-24,3.710000,3.750000,3.690000,3.700000,3.700000,11792600
+2014-09-25,3.700000,3.720000,3.600000,3.630000,3.630000,17556500
+2014-09-26,3.630000,3.670000,3.600000,3.600000,3.600000,12976300
+2014-09-29,3.560000,3.660000,3.540000,3.550000,3.550000,26857600
+2014-09-30,3.560000,3.580000,3.400000,3.410000,3.410000,55952200
+2014-10-01,3.390000,3.420000,3.300000,3.350000,3.350000,33645900
+2014-10-02,3.370000,3.440000,3.280000,3.390000,3.390000,27904500
+2014-10-03,3.430000,3.460000,3.370000,3.400000,3.400000,16797000
+2014-10-06,3.420000,3.440000,3.300000,3.360000,3.360000,17864800
+2014-10-07,3.350000,3.380000,3.280000,3.280000,3.280000,17720600
+2014-10-08,3.300000,3.310000,3.180000,3.280000,3.280000,28000000
+2014-10-09,3.030000,3.200000,2.940000,2.950000,2.950000,69528900
+2014-10-10,2.950000,2.950000,2.710000,2.720000,2.720000,41062500
+2014-10-13,2.780000,2.850000,2.730000,2.740000,2.740000,38269400
+2014-10-14,2.610000,2.750000,2.600000,2.620000,2.620000,39964200
+2014-10-15,2.620000,2.710000,2.540000,2.610000,2.610000,36924600
+2014-10-16,2.560000,2.720000,2.540000,2.640000,2.640000,38795400
+2014-10-17,2.670000,2.860000,2.660000,2.720000,2.720000,75956600
+2014-10-20,2.790000,2.800000,2.600000,2.670000,2.670000,28711000
+2014-10-21,2.700000,2.780000,2.680000,2.770000,2.770000,24033800
+2014-10-22,2.790000,2.800000,2.640000,2.640000,2.640000,23034800
+2014-10-23,2.680000,2.710000,2.650000,2.690000,2.690000,23731000
+2014-10-24,2.690000,2.730000,2.670000,2.680000,2.680000,11945800
+2014-10-27,2.680000,2.710000,2.650000,2.660000,2.660000,13307500
+2014-10-28,2.690000,2.770000,2.670000,2.720000,2.720000,22878300
+2014-10-29,2.750000,2.810000,2.730000,2.770000,2.770000,15600900
+2014-10-30,2.790000,2.790000,2.700000,2.750000,2.750000,13026100
+2014-10-31,2.790000,2.830000,2.750000,2.800000,2.800000,14704800
+2014-11-03,2.810000,2.900000,2.810000,2.870000,2.870000,11733600
+2014-11-04,2.900000,2.910000,2.750000,2.830000,2.830000,12524300
+2014-11-05,2.850000,2.870000,2.770000,2.800000,2.800000,9635100
+2014-11-06,2.780000,2.800000,2.750000,2.760000,2.760000,8932900
+2014-11-07,2.770000,2.800000,2.760000,2.780000,2.780000,7293800
+2014-11-10,2.780000,2.810000,2.750000,2.760000,2.760000,12593100
+2014-11-11,2.780000,2.790000,2.720000,2.730000,2.730000,8113500
+2014-11-12,2.730000,2.750000,2.650000,2.710000,2.710000,15875400
+2014-11-13,2.710000,2.740000,2.650000,2.660000,2.660000,10915400
+2014-11-14,2.680000,2.700000,2.610000,2.610000,2.610000,12373000
+2014-11-17,2.620000,2.690000,2.610000,2.670000,2.670000,12593800
+2014-11-18,2.690000,2.730000,2.630000,2.650000,2.650000,14967800
+2014-11-19,2.680000,2.680000,2.610000,2.630000,2.630000,10323300
+2014-11-20,2.600000,2.720000,2.590000,2.690000,2.690000,15043900
+2014-11-21,2.720000,2.770000,2.710000,2.770000,2.770000,11311600
+2014-11-24,2.800000,2.850000,2.800000,2.830000,2.830000,12293900
+2014-11-25,2.840000,2.860000,2.760000,2.830000,2.830000,11073600
+2014-11-26,2.810000,2.840000,2.800000,2.840000,2.840000,10553500
+2014-11-28,2.850000,2.850000,2.770000,2.790000,2.790000,5665000
+2014-12-01,2.770000,2.790000,2.640000,2.670000,2.670000,16025100
+2014-12-02,2.690000,2.710000,2.610000,2.680000,2.680000,12438800
+2014-12-03,2.710000,2.820000,2.690000,2.740000,2.740000,18256500
+2014-12-04,2.750000,2.750000,2.660000,2.690000,2.690000,14513400
+2014-12-05,2.690000,2.700000,2.660000,2.660000,2.660000,9479300
+2014-12-08,2.650000,2.680000,2.520000,2.580000,2.580000,25402100
+2014-12-09,2.550000,2.590000,2.490000,2.590000,2.590000,22914800
+2014-12-10,2.580000,2.580000,2.460000,2.480000,2.480000,17690100
+2014-12-11,2.510000,2.540000,2.460000,2.490000,2.490000,10151600
+2014-12-12,2.460000,2.550000,2.350000,2.520000,2.520000,21211600
+2014-12-15,2.520000,2.600000,2.460000,2.470000,2.470000,19636400
+2014-12-16,2.440000,2.530000,2.420000,2.500000,2.500000,17051600
+2014-12-17,2.500000,2.570000,2.460000,2.550000,2.550000,12521300
+2014-12-18,2.580000,2.590000,2.540000,2.550000,2.550000,12423900
+2014-12-19,2.530000,2.570000,2.510000,2.570000,2.570000,14701500
+2014-12-22,2.550000,2.680000,2.520000,2.660000,2.660000,15044900
+2014-12-23,2.690000,2.720000,2.660000,2.670000,2.670000,8274400
+2014-12-24,2.630000,2.700000,2.630000,2.650000,2.650000,4624000
+2014-12-26,2.650000,2.690000,2.650000,2.650000,2.650000,4029600
+2014-12-29,2.640000,2.660000,2.630000,2.660000,2.660000,8527000
+2014-12-30,2.640000,2.700000,2.630000,2.630000,2.630000,7783700
+2014-12-31,2.640000,2.700000,2.640000,2.670000,2.670000,11177900
+2015-01-02,2.670000,2.670000,2.670000,2.670000,2.670000,0
+2015-01-05,2.670000,2.700000,2.640000,2.660000,2.660000,8878200
+2015-01-06,2.650000,2.660000,2.550000,2.630000,2.630000,13912500
+2015-01-07,2.630000,2.650000,2.540000,2.580000,2.580000,12377600
+2015-01-08,2.590000,2.650000,2.560000,2.610000,2.610000,11136600
+2015-01-09,2.630000,2.640000,2.580000,2.630000,2.630000,8907600
+2015-01-12,2.620000,2.640000,2.550000,2.630000,2.630000,9979600
+2015-01-13,2.640000,2.680000,2.600000,2.660000,2.660000,17907400
+2015-01-14,2.600000,2.660000,2.580000,2.630000,2.630000,9989900
+2015-01-15,2.620000,2.650000,2.490000,2.520000,2.520000,17744000
+2015-01-16,2.520000,2.530000,2.390000,2.390000,2.390000,30192400
+2015-01-20,2.390000,2.430000,2.190000,2.240000,2.240000,56713300
+2015-01-21,2.180000,2.450000,2.140000,2.450000,2.450000,46530800
+2015-01-22,2.420000,2.500000,2.370000,2.470000,2.470000,36169600
+2015-01-23,2.480000,2.500000,2.430000,2.450000,2.450000,11107200
+2015-01-26,2.440000,2.640000,2.440000,2.610000,2.610000,36571300
+2015-01-27,2.580000,2.840000,2.560000,2.700000,2.700000,51805800
+2015-01-28,2.710000,2.750000,2.600000,2.630000,2.630000,24786200
+2015-01-29,2.630000,2.690000,2.510000,2.610000,2.610000,17790200
+2015-01-30,2.560000,2.600000,2.510000,2.570000,2.570000,12908200
+2015-02-02,2.690000,2.750000,2.650000,2.670000,2.670000,25688700
+2015-02-03,2.700000,2.800000,2.680000,2.760000,2.760000,22592300
+2015-02-04,2.780000,2.920000,2.760000,2.850000,2.850000,34829300
+2015-02-05,2.880000,3.370000,2.870000,3.310000,3.310000,73355600
+2015-02-06,3.200000,3.210000,3.000000,3.030000,3.030000,38300000
+2015-02-09,3.030000,3.070000,2.930000,3.040000,3.040000,24133800
+2015-02-10,3.070000,3.100000,3.010000,3.040000,3.040000,13995100
+2015-02-11,3.030000,3.100000,3.000000,3.070000,3.070000,11741100
+2015-02-12,3.080000,3.150000,3.050000,3.120000,3.120000,12975000
+2015-02-13,3.130000,3.180000,3.110000,3.150000,3.150000,9627600
+2015-02-17,3.160000,3.170000,3.080000,3.110000,3.110000,8678100
+2015-02-18,3.110000,3.140000,3.060000,3.080000,3.080000,7286100
+2015-02-19,3.060000,3.080000,3.010000,3.060000,3.060000,6573600
+2015-02-20,3.030000,3.130000,3.020000,3.060000,3.060000,10666700
+2015-02-23,3.050000,3.100000,3.030000,3.060000,3.060000,6323500
+2015-02-24,3.060000,3.120000,3.020000,3.110000,3.110000,10916300
+2015-02-25,3.080000,3.140000,3.060000,3.100000,3.100000,6151300
+2015-02-26,3.100000,3.130000,3.060000,3.080000,3.080000,8680900
+2015-02-27,3.070000,3.120000,3.070000,3.110000,3.110000,7150200
+2015-03-02,3.130000,3.230000,3.110000,3.210000,3.210000,15638100
+2015-03-03,3.200000,3.230000,3.130000,3.140000,3.140000,8644000
+2015-03-04,3.140000,3.140000,3.010000,3.050000,3.050000,12122100
+2015-03-05,3.100000,3.100000,2.980000,2.980000,2.980000,11472300
+2015-03-06,2.960000,2.990000,2.830000,2.920000,2.920000,16785200
+2015-03-09,2.920000,2.980000,2.900000,2.930000,2.930000,12405900
+2015-03-10,2.970000,2.980000,2.920000,2.920000,2.920000,10312400
+2015-03-11,2.920000,2.950000,2.800000,2.840000,2.840000,11772800
+2015-03-12,2.760000,2.790000,2.720000,2.760000,2.760000,13847200
+2015-03-13,2.740000,2.780000,2.710000,2.750000,2.750000,8098100
+2015-03-16,2.750000,2.810000,2.750000,2.760000,2.760000,6132900
+2015-03-17,2.750000,2.800000,2.740000,2.770000,2.770000,7742200
+2015-03-18,2.770000,2.820000,2.720000,2.750000,2.750000,11385200
+2015-03-19,2.760000,2.780000,2.730000,2.740000,2.740000,8819400
+2015-03-20,2.760000,2.800000,2.740000,2.800000,2.800000,10764800
+2015-03-23,2.810000,2.850000,2.800000,2.840000,2.840000,7450200
+2015-03-24,2.850000,2.850000,2.760000,2.790000,2.790000,8724500
+2015-03-25,2.780000,2.790000,2.560000,2.630000,2.630000,26985300
+2015-03-26,2.590000,2.700000,2.530000,2.650000,2.650000,28286300
+2015-03-27,2.700000,2.800000,2.630000,2.720000,2.720000,16844100
+2015-03-30,2.730000,2.760000,2.660000,2.700000,2.700000,8557500
+2015-03-31,2.660000,2.700000,2.650000,2.680000,2.680000,7025000
+2015-04-01,2.660000,2.750000,2.650000,2.690000,2.690000,11240500
+2015-04-02,2.660000,2.700000,2.650000,2.690000,2.690000,7047600
+2015-04-06,2.680000,2.730000,2.680000,2.700000,2.700000,8178500
+2015-04-07,2.700000,2.740000,2.690000,2.700000,2.700000,5738100
+2015-04-08,2.680000,2.740000,2.680000,2.710000,2.710000,4349000
+2015-04-09,2.690000,2.750000,2.690000,2.720000,2.720000,7127600
+2015-04-10,2.740000,2.780000,2.730000,2.760000,2.760000,6184800
+2015-04-13,2.760000,2.800000,2.730000,2.780000,2.780000,8391500
+2015-04-14,2.770000,2.790000,2.650000,2.670000,2.670000,13364100
+2015-04-15,2.700000,2.740000,2.650000,2.700000,2.700000,15281400
+2015-04-16,2.720000,2.940000,2.700000,2.870000,2.870000,28617300
+2015-04-17,2.540000,2.580000,2.450000,2.580000,2.580000,53185300
+2015-04-20,2.560000,2.570000,2.450000,2.490000,2.490000,29164300
+2015-04-21,2.530000,2.530000,2.350000,2.350000,2.350000,31279400
+2015-04-22,2.350000,2.360000,2.250000,2.280000,2.280000,27634900
+2015-04-23,2.280000,2.360000,2.260000,2.330000,2.330000,15130400
+2015-04-24,2.360000,2.380000,2.300000,2.300000,2.300000,15001200
+2015-04-27,2.300000,2.360000,2.290000,2.340000,2.340000,13486900
+2015-04-28,2.360000,2.370000,2.310000,2.310000,2.310000,11448700
+2015-04-29,2.300000,2.330000,2.270000,2.280000,2.280000,11870200
+2015-04-30,2.280000,2.310000,2.260000,2.260000,2.260000,11465300
+2015-05-01,2.260000,2.310000,2.250000,2.310000,2.310000,11662800
+2015-05-04,2.310000,2.360000,2.300000,2.310000,2.310000,9670100
+2015-05-05,2.340000,2.340000,2.250000,2.280000,2.280000,12371600
+2015-05-06,2.290000,2.310000,2.240000,2.290000,2.290000,18492100
+2015-05-07,2.320000,2.320000,2.260000,2.320000,2.320000,15015600
+2015-05-08,2.330000,2.360000,2.300000,2.310000,2.310000,9758800
+2015-05-11,2.310000,2.350000,2.310000,2.320000,2.320000,10046900
+2015-05-12,2.320000,2.350000,2.300000,2.350000,2.350000,10017500
+2015-05-13,2.360000,2.380000,2.350000,2.370000,2.370000,7575900
+2015-05-14,2.380000,2.390000,2.330000,2.330000,2.330000,8865100
+2015-05-15,2.330000,2.380000,2.320000,2.320000,2.320000,8054800
+2015-05-18,2.350000,2.360000,2.330000,2.350000,2.350000,4732800
+2015-05-19,2.360000,2.370000,2.280000,2.280000,2.280000,9588400
+2015-05-20,2.300000,2.330000,2.280000,2.320000,2.320000,6947700
+2015-05-21,2.310000,2.350000,2.280000,2.280000,2.280000,7127700
+2015-05-22,2.300000,2.310000,2.270000,2.280000,2.280000,12845400
+2015-05-26,2.270000,2.280000,2.220000,2.220000,2.220000,10007800
+2015-05-27,2.240000,2.280000,2.200000,2.280000,2.280000,17511000
+2015-05-28,2.280000,2.330000,2.270000,2.270000,2.270000,12354600
+2015-05-29,2.270000,2.320000,2.250000,2.280000,2.280000,7750500
+2015-06-01,2.290000,2.300000,2.250000,2.250000,2.250000,6803700
+2015-06-02,2.260000,2.300000,2.250000,2.300000,2.300000,7106000
+2015-06-03,2.300000,2.320000,2.280000,2.280000,2.280000,8062300
+2015-06-04,2.280000,2.330000,2.260000,2.330000,2.330000,11575800
+2015-06-05,2.310000,2.340000,2.290000,2.330000,2.330000,7349700
+2015-06-08,2.310000,2.330000,2.290000,2.310000,2.310000,6212900
+2015-06-09,2.350000,2.360000,2.280000,2.290000,2.290000,12282700
+2015-06-10,2.310000,2.350000,2.300000,2.320000,2.320000,8161200
+2015-06-11,2.340000,2.350000,2.310000,2.320000,2.320000,7671000
+2015-06-12,2.310000,2.330000,2.300000,2.310000,2.310000,4557600
+2015-06-15,2.320000,2.350000,2.290000,2.320000,2.320000,8627800
+2015-06-16,2.320000,2.370000,2.320000,2.350000,2.350000,9795000
+2015-06-17,2.370000,2.540000,2.350000,2.470000,2.470000,27497900
+2015-06-18,2.500000,2.590000,2.480000,2.520000,2.520000,25400200
+2015-06-19,2.530000,2.590000,2.460000,2.580000,2.580000,25551700
+2015-06-22,2.610000,2.670000,2.580000,2.620000,2.620000,19410100
+2015-06-23,2.620000,2.640000,2.550000,2.610000,2.610000,17919600
+2015-06-24,2.600000,2.660000,2.570000,2.620000,2.620000,17516700
+2015-06-25,2.620000,2.660000,2.570000,2.580000,2.580000,18360200
+2015-06-26,2.540000,2.550000,2.370000,2.470000,2.470000,97054200
+2015-06-29,2.410000,2.420000,2.310000,2.340000,2.340000,22971500
+2015-06-30,2.430000,2.430000,2.350000,2.400000,2.400000,19381300
+2015-07-01,2.470000,2.480000,2.360000,2.420000,2.420000,19375000
+2015-07-02,2.430000,2.630000,2.390000,2.530000,2.530000,31185900
+2015-07-06,2.460000,2.540000,2.440000,2.470000,2.470000,20349400
+2015-07-07,2.040000,2.140000,2.020000,2.090000,2.090000,46418700
+2015-07-08,2.070000,2.070000,2.010000,2.010000,2.010000,15302900
+2015-07-09,2.040000,2.060000,1.930000,1.980000,1.980000,23378200
+2015-07-10,2.000000,2.030000,1.950000,1.960000,1.960000,17520800
+2015-07-13,1.970000,1.990000,1.950000,1.960000,1.960000,9080900
+2015-07-14,2.030000,2.060000,1.970000,2.050000,2.050000,15812300
+2015-07-15,2.070000,2.090000,1.950000,1.960000,1.960000,13517800
+2015-07-16,1.970000,2.000000,1.870000,1.870000,1.870000,20653300
+2015-07-17,1.870000,1.900000,1.740000,1.790000,1.790000,28127100
+2015-07-20,1.820000,1.840000,1.770000,1.800000,1.800000,12142400
+2015-07-21,1.820000,1.830000,1.780000,1.800000,1.800000,15034500
+2015-07-22,1.800000,1.810000,1.760000,1.790000,1.790000,16043400
+2015-07-23,1.800000,1.810000,1.750000,1.760000,1.760000,10641900
+2015-07-24,1.760000,1.770000,1.650000,1.670000,1.670000,16478400
+2015-07-27,1.670000,1.700000,1.610000,1.620000,1.620000,11916500
+2015-07-28,1.620000,1.770000,1.620000,1.770000,1.770000,14614600
+2015-07-29,1.770000,1.990000,1.760000,1.960000,1.960000,25582200
+2015-07-30,1.940000,1.990000,1.880000,1.930000,1.930000,15837400
+2015-07-31,1.940000,1.990000,1.920000,1.930000,1.930000,7733700
+2015-08-03,1.930000,2.200000,1.900000,2.200000,2.200000,26218200
+2015-08-04,2.180000,2.180000,2.050000,2.130000,2.130000,14328400
+2015-08-05,2.110000,2.210000,2.100000,2.160000,2.160000,13236000
+2015-08-06,2.150000,2.170000,2.100000,2.110000,2.110000,9475000
+2015-08-07,2.100000,2.140000,2.060000,2.090000,2.090000,7680800
+2015-08-10,1.920000,1.980000,1.820000,1.930000,1.930000,29926200
+2015-08-11,1.910000,1.930000,1.880000,1.900000,1.900000,7479200
+2015-08-12,1.880000,1.930000,1.840000,1.900000,1.900000,8521200
+2015-08-13,1.900000,1.910000,1.790000,1.790000,1.790000,7839700
+2015-08-14,1.800000,1.850000,1.790000,1.840000,1.840000,6183400
+2015-08-17,1.820000,1.880000,1.800000,1.800000,1.800000,9062400
+2015-08-18,1.790000,1.820000,1.750000,1.800000,1.800000,9751900
+2015-08-19,1.800000,1.810000,1.760000,1.800000,1.800000,7441200
+2015-08-20,1.790000,1.800000,1.700000,1.700000,1.700000,13745700
+2015-08-21,1.680000,1.800000,1.680000,1.780000,1.780000,12529500
+2015-08-24,1.690000,1.830000,1.650000,1.750000,1.750000,17217400
+2015-08-25,1.820000,1.820000,1.660000,1.660000,1.660000,12097700
+2015-08-26,1.690000,1.730000,1.660000,1.720000,1.720000,10715300
+2015-08-27,1.740000,1.840000,1.740000,1.780000,1.780000,11839300
+2015-08-28,1.750000,1.870000,1.750000,1.850000,1.850000,10924600
+2015-08-31,1.820000,1.870000,1.790000,1.810000,1.810000,6516000
+2015-09-01,1.770000,1.820000,1.710000,1.710000,1.710000,8470700
+2015-09-02,1.750000,1.770000,1.720000,1.770000,1.770000,6306100
+2015-09-03,1.760000,1.850000,1.760000,1.790000,1.790000,7154200
+2015-09-04,1.760000,1.840000,1.760000,1.820000,1.820000,6725300
+2015-09-08,1.850000,1.880000,1.830000,1.880000,1.880000,6009500
+2015-09-09,1.900000,1.970000,1.830000,1.850000,1.850000,12612300
+2015-09-10,1.840000,1.880000,1.830000,1.840000,1.840000,4290400
+2015-09-11,1.880000,2.140000,1.810000,2.010000,2.010000,31010300
+2015-09-14,2.000000,2.000000,1.810000,1.820000,1.820000,16458500
+2015-09-15,1.840000,1.870000,1.810000,1.860000,1.860000,6524400
+2015-09-16,1.870000,1.900000,1.850000,1.890000,1.890000,4928300
+2015-09-17,1.900000,1.940000,1.870000,1.890000,1.890000,5831600
+2015-09-18,1.870000,1.920000,1.850000,1.870000,1.870000,11814000
+2015-09-21,1.870000,1.900000,1.810000,1.810000,1.810000,5377800
+2015-09-22,1.800000,1.840000,1.720000,1.730000,1.730000,9975200
+2015-09-23,1.760000,1.780000,1.690000,1.700000,1.700000,9649200
+2015-09-24,1.680000,1.730000,1.660000,1.720000,1.720000,11247700
+2015-09-25,1.750000,1.750000,1.680000,1.710000,1.710000,5644600
+2015-09-28,1.690000,1.700000,1.660000,1.660000,1.660000,5693100
+2015-09-29,1.670000,1.690000,1.650000,1.670000,1.670000,7005300
+2015-09-30,1.700000,1.720000,1.680000,1.720000,1.720000,5739500
+2015-10-01,1.770000,1.770000,1.720000,1.740000,1.740000,5531700
+2015-10-02,1.760000,1.830000,1.720000,1.830000,1.830000,7146100
+2015-10-05,1.820000,1.870000,1.770000,1.800000,1.800000,7595600
+2015-10-06,1.800000,1.860000,1.800000,1.830000,1.830000,8558400
+2015-10-07,1.820000,1.870000,1.820000,1.860000,1.860000,7859200
+2015-10-08,1.870000,1.950000,1.850000,1.930000,1.930000,9198700
+2015-10-09,1.920000,1.960000,1.890000,1.960000,1.960000,8629100
+2015-10-12,1.960000,1.960000,1.850000,1.870000,1.870000,7686600
+2015-10-13,1.870000,1.940000,1.860000,1.920000,1.920000,6698400
+2015-10-14,1.920000,1.960000,1.920000,1.950000,1.950000,10184300
+2015-10-15,1.970000,2.060000,1.950000,1.970000,1.970000,27327100
+2015-10-16,2.000000,2.000000,1.890000,1.940000,1.940000,21544900
+2015-10-19,1.910000,2.010000,1.910000,2.010000,2.010000,10670800
+2015-10-20,2.000000,2.030000,1.970000,2.020000,2.020000,5584200
+2015-10-21,2.020000,2.120000,2.010000,2.100000,2.100000,14944100
+2015-10-22,2.100000,2.160000,2.090000,2.140000,2.140000,8208400
+2015-10-23,2.100000,2.210000,2.100000,2.210000,2.210000,9564200
+2015-10-26,2.210000,2.210000,2.120000,2.150000,2.150000,6313500
+2015-10-27,2.120000,2.160000,2.100000,2.150000,2.150000,5755600
+2015-10-28,2.140000,2.200000,2.120000,2.180000,2.180000,6950600
+2015-10-29,2.150000,2.180000,2.110000,2.130000,2.130000,4500400
+2015-10-30,2.140000,2.150000,2.120000,2.120000,2.120000,4897100
+2015-11-02,2.130000,2.190000,2.110000,2.190000,2.190000,5858700
+2015-11-03,2.160000,2.290000,2.160000,2.280000,2.280000,8705800
+2015-11-04,2.270000,2.300000,2.180000,2.200000,2.200000,8205300
+2015-11-05,2.210000,2.240000,2.170000,2.200000,2.200000,4302200
+2015-11-06,2.190000,2.210000,2.130000,2.150000,2.150000,8997100
+2015-11-09,2.150000,2.180000,2.100000,2.110000,2.110000,6231200
+2015-11-10,2.090000,2.100000,2.020000,2.020000,2.020000,6162200
+2015-11-11,2.020000,2.090000,2.020000,2.070000,2.070000,3532100
+2015-11-12,2.050000,2.070000,2.000000,2.000000,2.000000,3576800
+2015-11-13,1.990000,2.040000,1.940000,1.990000,1.990000,5920200
+2015-11-16,1.990000,2.020000,1.950000,1.990000,1.990000,4149700
+2015-11-17,2.010000,2.040000,1.970000,1.980000,1.980000,5825100
+2015-11-18,1.990000,2.150000,1.980000,2.120000,2.120000,9384700
+2015-11-19,2.100000,2.160000,2.090000,2.140000,2.140000,4704300
+2015-11-20,2.140000,2.250000,2.130000,2.220000,2.220000,10727100
+2015-11-23,2.220000,2.240000,2.180000,2.220000,2.220000,4863200
+2015-11-24,2.200000,2.400000,2.170000,2.340000,2.340000,15859700
+2015-11-25,2.360000,2.400000,2.310000,2.380000,2.380000,6914800
+2015-11-27,2.370000,2.380000,2.320000,2.330000,2.330000,2606600
+2015-11-30,2.340000,2.370000,2.250000,2.360000,2.360000,9924400
+2015-12-01,2.360000,2.370000,2.310000,2.340000,2.340000,5646400
+2015-12-02,2.310000,2.340000,2.230000,2.270000,2.270000,7501700
+2015-12-03,2.250000,2.310000,2.200000,2.230000,2.230000,7059900
+2015-12-04,2.230000,2.290000,2.210000,2.280000,2.280000,4572600
+2015-12-07,2.260000,2.360000,2.210000,2.360000,2.360000,8479600
+2015-12-08,2.340000,2.400000,2.250000,2.390000,2.390000,9055500
+2015-12-09,2.370000,2.400000,2.320000,2.350000,2.350000,8710000
+2015-12-10,2.360000,2.500000,2.330000,2.450000,2.450000,13069400
+2015-12-11,2.410000,2.470000,2.360000,2.360000,2.360000,11890000
+2015-12-14,2.360000,2.390000,2.300000,2.340000,2.340000,7625700
+2015-12-15,2.350000,2.430000,2.320000,2.360000,2.360000,7423900
+2015-12-16,2.390000,2.550000,2.370000,2.540000,2.540000,19543600
+2015-12-17,2.520000,2.600000,2.520000,2.560000,2.560000,11374100
+2015-12-18,2.510000,2.550000,2.420000,2.450000,2.450000,17988100
+2015-12-21,2.470000,2.530000,2.430000,2.530000,2.530000,6876600
+2015-12-22,2.550000,2.780000,2.540000,2.770000,2.770000,24893200
+2015-12-23,2.760000,2.940000,2.750000,2.830000,2.830000,30365300
+2015-12-24,2.880000,3.000000,2.860000,2.920000,2.920000,11890900
+2015-12-28,2.910000,3.020000,2.860000,3.000000,3.000000,16050500
+2015-12-29,3.040000,3.060000,2.970000,3.000000,3.000000,15300900
+2015-12-30,2.990000,3.040000,2.930000,2.980000,2.980000,10046600
+2015-12-31,2.970000,3.010000,2.870000,2.870000,2.870000,11086100
+2016-01-04,2.770000,2.820000,2.630000,2.770000,2.770000,32516800
+2016-01-05,2.770000,2.800000,2.640000,2.750000,2.750000,12972300
+2016-01-06,2.660000,2.710000,2.470000,2.510000,2.510000,23759400
+2016-01-07,2.430000,2.480000,2.260000,2.280000,2.280000,22203500
+2016-01-08,2.360000,2.420000,2.100000,2.140000,2.140000,31822400
+2016-01-11,2.160000,2.360000,2.120000,2.340000,2.340000,19629300
+2016-01-12,2.400000,2.460000,2.280000,2.390000,2.390000,17986100
+2016-01-13,2.400000,2.450000,2.210000,2.250000,2.250000,12749700
+2016-01-14,2.290000,2.350000,2.210000,2.210000,2.210000,15666600
+2016-01-15,2.100000,2.130000,1.990000,2.030000,2.030000,21199300
+2016-01-19,2.080000,2.110000,1.900000,1.950000,1.950000,18978900
+2016-01-20,1.810000,1.950000,1.750000,1.800000,1.800000,29243600
+2016-01-21,1.820000,2.180000,1.810000,2.090000,2.090000,26387900
+2016-01-22,2.110000,2.170000,1.980000,2.020000,2.020000,16245500
+2016-01-25,2.010000,2.150000,2.010000,2.120000,2.120000,13080900
+2016-01-26,2.140000,2.150000,2.030000,2.070000,2.070000,11097400
+2016-01-27,2.080000,2.180000,2.070000,2.130000,2.130000,10833200
+2016-01-28,2.160000,2.170000,2.070000,2.080000,2.080000,7118400
+2016-01-29,2.090000,2.200000,2.070000,2.200000,2.200000,11998100
+2016-02-01,2.170000,2.190000,2.110000,2.140000,2.140000,8816100
+2016-02-02,2.110000,2.140000,1.960000,1.990000,1.990000,11224100
+2016-02-03,2.040000,2.080000,1.950000,2.070000,2.070000,9978600
+2016-02-04,2.060000,2.170000,2.030000,2.090000,2.090000,8284800
+2016-02-05,2.060000,2.080000,1.980000,1.980000,1.980000,7914400
+2016-02-08,1.970000,1.980000,1.870000,1.930000,1.930000,11589000
+2016-02-09,1.890000,2.000000,1.850000,1.900000,1.900000,14991500
+2016-02-10,1.920000,1.980000,1.830000,1.840000,1.840000,9466100
+2016-02-11,1.820000,1.940000,1.810000,1.860000,1.860000,7858300
+2016-02-12,1.890000,1.910000,1.820000,1.830000,1.830000,9957300
+2016-02-16,1.860000,1.900000,1.820000,1.830000,1.830000,11853400
+2016-02-17,1.850000,1.940000,1.850000,1.900000,1.900000,13770200
+2016-02-18,1.930000,1.980000,1.900000,1.910000,1.910000,10823400
+2016-02-19,1.930000,1.930000,1.830000,1.910000,1.910000,7784100
+2016-02-22,1.940000,2.040000,1.930000,2.010000,2.010000,9895500
+2016-02-23,2.040000,2.060000,1.970000,1.970000,1.970000,6710600
+2016-02-24,1.980000,2.040000,1.930000,2.020000,2.020000,6906200
+2016-02-25,2.020000,2.040000,1.980000,2.030000,2.030000,5614400
+2016-02-26,2.040000,2.100000,2.030000,2.070000,2.070000,7911500
+2016-02-29,2.060000,2.150000,2.050000,2.140000,2.140000,11400300
+2016-03-01,2.160000,2.200000,2.120000,2.180000,2.180000,9011200
+2016-03-02,2.200000,2.330000,2.180000,2.320000,2.320000,10845700
+2016-03-03,2.320000,2.550000,2.300000,2.460000,2.460000,22092400
+2016-03-04,2.420000,2.500000,2.340000,2.370000,2.370000,15449000
+2016-03-07,2.360000,2.470000,2.360000,2.470000,2.470000,8754300
+2016-03-08,2.440000,2.460000,2.300000,2.300000,2.300000,10026900
+2016-03-09,2.320000,2.350000,2.200000,2.260000,2.260000,13082400
+2016-03-10,2.290000,2.310000,2.150000,2.260000,2.260000,9603500
+2016-03-11,2.290000,2.540000,2.290000,2.520000,2.520000,21382400
+2016-03-14,2.530000,2.750000,2.500000,2.720000,2.720000,33848000
+2016-03-15,2.670000,2.690000,2.450000,2.490000,2.490000,21573600
+2016-03-16,2.500000,2.640000,2.490000,2.630000,2.630000,13015700
+2016-03-17,2.770000,2.810000,2.700000,2.800000,2.800000,29000800
+2016-03-18,2.800000,2.930000,2.770000,2.930000,2.930000,26330500
+2016-03-21,2.900000,2.900000,2.750000,2.800000,2.800000,13464900
+2016-03-22,2.730000,2.850000,2.710000,2.790000,2.790000,10315800
+2016-03-23,2.800000,2.830000,2.680000,2.680000,2.680000,10167100
+2016-03-24,2.690000,2.810000,2.620000,2.790000,2.790000,10040200
+2016-03-28,2.810000,2.840000,2.730000,2.780000,2.780000,7683700
+2016-03-29,2.740000,2.880000,2.700000,2.860000,2.860000,13616200
+2016-03-30,2.880000,2.980000,2.850000,2.860000,2.860000,14945900
+2016-03-31,2.840000,2.880000,2.800000,2.850000,2.850000,9071500
+2016-04-01,2.790000,2.880000,2.760000,2.830000,2.830000,8257700
+2016-04-04,2.830000,2.870000,2.800000,2.830000,2.830000,5591100
+2016-04-05,2.760000,2.840000,2.720000,2.760000,2.760000,9640200
+2016-04-06,2.750000,2.800000,2.720000,2.800000,2.800000,12534600
+2016-04-07,2.760000,2.830000,2.610000,2.640000,2.640000,13479200
+2016-04-08,2.700000,2.760000,2.680000,2.740000,2.740000,8489000
+2016-04-11,2.760000,2.820000,2.740000,2.760000,2.760000,9045100
+2016-04-12,2.790000,2.850000,2.760000,2.810000,2.810000,16131900
+2016-04-13,2.780000,2.820000,2.730000,2.800000,2.800000,8048000
+2016-04-14,2.770000,2.790000,2.700000,2.720000,2.720000,8985300
+2016-04-15,2.720000,2.750000,2.680000,2.700000,2.700000,7487500
+2016-04-18,2.670000,2.800000,2.650000,2.760000,2.760000,8938800
+2016-04-19,2.780000,2.780000,2.610000,2.620000,2.620000,11719900
+2016-04-20,2.620000,2.720000,2.610000,2.700000,2.700000,7926100
+2016-04-21,2.650000,2.700000,2.600000,2.620000,2.620000,13957200
+2016-04-22,3.190000,3.990000,3.180000,3.990000,3.990000,143265300
+2016-04-25,3.810000,3.820000,3.310000,3.450000,3.450000,80607900
+2016-04-26,3.450000,3.750000,3.440000,3.660000,3.660000,36336900
+2016-04-27,3.550000,3.750000,3.530000,3.730000,3.730000,24186800
+2016-04-28,3.690000,3.800000,3.600000,3.610000,3.610000,20230000
+2016-04-29,3.690000,3.690000,3.450000,3.550000,3.550000,17717800
+2016-05-02,3.580000,3.750000,3.570000,3.740000,3.740000,16972800
+2016-05-03,3.700000,3.710000,3.580000,3.600000,3.600000,13784800
+2016-05-04,3.540000,3.670000,3.540000,3.600000,3.600000,8688500
+2016-05-05,3.640000,3.800000,3.610000,3.660000,3.660000,21529600
+2016-05-06,3.650000,3.750000,3.640000,3.680000,3.680000,11839300
+2016-05-09,3.660000,3.680000,3.450000,3.650000,3.650000,16299400
+2016-05-10,3.660000,3.680000,3.560000,3.640000,3.640000,9415100
+2016-05-11,3.610000,3.680000,3.600000,3.650000,3.650000,7540300
+2016-05-12,3.650000,3.680000,3.550000,3.590000,3.590000,9255800
+2016-05-13,3.560000,3.730000,3.550000,3.670000,3.670000,16470100
+2016-05-16,3.670000,3.850000,3.650000,3.790000,3.790000,14703800
+2016-05-17,3.800000,3.980000,3.690000,3.790000,3.790000,20066100
+2016-05-18,3.790000,3.970000,3.770000,3.840000,3.840000,19487500
+2016-05-19,3.830000,3.850000,3.690000,3.770000,3.770000,17696900
+2016-05-20,3.830000,3.900000,3.810000,3.870000,3.870000,13799600
+2016-05-23,3.900000,4.200000,3.880000,4.040000,4.040000,35467000
+2016-05-24,4.090000,4.210000,3.920000,4.200000,4.200000,34283900
+2016-05-25,4.240000,4.350000,4.150000,4.180000,4.180000,24703600
+2016-05-26,4.190000,4.380000,4.170000,4.350000,4.350000,22625700
+2016-05-27,4.390000,4.630000,4.370000,4.600000,4.600000,34429600
+2016-05-31,4.670000,4.710000,4.500000,4.570000,4.570000,25379200
+2016-06-01,4.600000,4.640000,4.380000,4.430000,4.430000,29696400
+2016-06-02,4.370000,4.400000,4.070000,4.240000,4.240000,35335000
+2016-06-03,4.160000,4.200000,4.080000,4.160000,4.160000,17561800
+2016-06-06,4.200000,4.510000,4.170000,4.470000,4.470000,21329600
+2016-06-07,4.560000,4.670000,4.470000,4.510000,4.510000,20676200
+2016-06-08,4.540000,4.560000,4.380000,4.460000,4.460000,16074300
+2016-06-09,4.410000,4.540000,4.320000,4.520000,4.520000,16219100
+2016-06-10,4.400000,4.470000,4.300000,4.320000,4.320000,15106500
+2016-06-13,4.320000,4.480000,4.320000,4.400000,4.400000,13500700
+2016-06-14,4.400000,4.510000,4.330000,4.390000,4.390000,16757400
+2016-06-15,4.440000,4.480000,4.300000,4.420000,4.420000,11575300
+2016-06-16,4.500000,4.750000,4.460000,4.750000,4.750000,34182700
+2016-06-17,4.750000,5.270000,4.680000,5.260000,5.260000,64894100
+2016-06-20,5.390000,5.450000,5.090000,5.100000,5.100000,43541300
+2016-06-21,5.100000,5.500000,5.090000,5.450000,5.450000,35864600
+2016-06-22,5.460000,5.520000,4.960000,5.020000,5.020000,47943300
+2016-06-23,5.170000,5.260000,5.050000,5.210000,5.210000,29159200
+2016-06-24,4.820000,5.070000,4.760000,4.880000,4.880000,36735200
+2016-06-27,4.880000,5.050000,4.650000,4.720000,4.720000,31025300
+2016-06-28,4.950000,5.190000,4.910000,5.120000,5.120000,29221400
+2016-06-29,5.310000,5.400000,5.100000,5.130000,5.130000,33118300
+2016-06-30,5.130000,5.190000,4.950000,5.140000,5.140000,26124800
+2016-07-01,5.090000,5.140000,5.000000,5.070000,5.070000,18255900
+2016-07-05,5.030000,5.050000,4.880000,4.960000,4.960000,16332500
+2016-07-06,4.910000,5.110000,4.900000,5.040000,5.040000,19392900
+2016-07-07,5.070000,5.100000,4.940000,5.020000,5.020000,15813800
+2016-07-08,4.840000,5.150000,4.820000,5.100000,5.100000,28140700
+2016-07-11,5.130000,5.190000,5.000000,5.010000,5.010000,21027900
+2016-07-12,5.010000,5.170000,5.010000,5.140000,5.140000,20832500
+2016-07-13,5.140000,5.190000,5.040000,5.090000,5.090000,14032500
+2016-07-14,5.150000,5.240000,5.060000,5.170000,5.170000,20050100
+2016-07-15,5.200000,5.200000,5.100000,5.140000,5.140000,14219300
+2016-07-18,5.190000,5.570000,5.130000,5.510000,5.510000,38619400
+2016-07-19,5.500000,5.550000,5.340000,5.410000,5.410000,23439600
+2016-07-20,5.480000,5.500000,5.400000,5.410000,5.410000,20102400
+2016-07-21,5.430000,5.450000,5.100000,5.220000,5.220000,40242000
+2016-07-22,5.730000,5.970000,5.450000,5.840000,5.840000,101838300
+2016-07-25,5.930000,6.950000,5.920000,6.700000,6.700000,118328600
+2016-07-26,6.760000,7.160000,6.710000,6.980000,6.980000,81230600
+2016-07-27,6.930000,6.980000,6.680000,6.850000,6.850000,38567300
+2016-07-28,6.790000,6.980000,6.740000,6.820000,6.820000,27515600
+2016-07-29,6.880000,6.960000,6.750000,6.860000,6.860000,22580500
+2016-08-01,6.890000,6.920000,6.570000,6.640000,6.640000,26729000
+2016-08-02,6.560000,6.600000,6.150000,6.260000,6.260000,40816400
+2016-08-03,6.180000,6.450000,6.150000,6.300000,6.300000,23807800
+2016-08-04,6.390000,6.610000,6.370000,6.470000,6.470000,22411000
+2016-08-05,6.560000,6.760000,6.470000,6.610000,6.610000,20164000
+2016-08-08,6.700000,6.850000,6.650000,6.680000,6.680000,21462200
+2016-08-09,6.750000,6.780000,6.540000,6.600000,6.600000,16772400
+2016-08-10,6.350000,6.580000,6.250000,6.490000,6.490000,29070700
+2016-08-11,6.500000,6.590000,6.460000,6.580000,6.580000,13240300
+2016-08-12,6.600000,6.790000,6.550000,6.730000,6.730000,25466400
+2016-08-15,6.790000,6.970000,6.780000,6.950000,6.950000,28339400
+2016-08-16,6.940000,6.940000,6.650000,6.780000,6.780000,26768800
+2016-08-17,6.700000,6.750000,6.610000,6.680000,6.680000,13791300
+2016-08-18,6.740000,7.070000,6.730000,7.040000,7.040000,30783300
+2016-08-19,7.240000,8.000000,7.220000,7.620000,7.620000,75129300
+2016-08-22,7.830000,7.950000,7.370000,7.580000,7.580000,41519200
+2016-08-23,7.660000,7.740000,7.530000,7.670000,7.670000,27531100
+2016-08-24,7.670000,7.670000,7.370000,7.430000,7.430000,22943900
+2016-08-25,7.490000,7.490000,7.200000,7.470000,7.470000,16451300
+2016-08-26,7.490000,7.800000,7.460000,7.670000,7.670000,31387900
+2016-08-29,7.720000,7.790000,7.570000,7.590000,7.590000,16916300
+2016-08-30,7.610000,7.640000,7.410000,7.490000,7.490000,16088100
+2016-08-31,7.520000,7.520000,7.280000,7.400000,7.400000,18808800
+2016-09-01,7.180000,7.440000,7.090000,7.350000,7.350000,22284600
+2016-09-02,7.490000,7.640000,7.380000,7.510000,7.510000,18538400
+2016-09-06,7.560000,7.600000,7.250000,7.340000,7.340000,24994600
+2016-09-07,7.050000,7.070000,6.780000,6.840000,6.840000,57721900
+2016-09-08,6.640000,6.650000,6.150000,6.230000,6.230000,90814700
+2016-09-09,6.230000,6.240000,5.850000,5.900000,5.900000,170828000
+2016-09-12,5.830000,6.070000,5.770000,5.940000,5.940000,78014400
+2016-09-13,5.920000,5.950000,5.660000,5.740000,5.740000,50819500
+2016-09-14,5.750000,6.080000,5.750000,6.040000,6.040000,64251100
+2016-09-15,6.090000,6.200000,5.950000,6.020000,6.020000,52669500
+2016-09-16,6.220000,6.220000,5.970000,6.050000,6.050000,47829400
+2016-09-19,6.120000,6.280000,6.080000,6.160000,6.160000,37837200
+2016-09-20,6.230000,6.280000,6.120000,6.170000,6.170000,28990900
+2016-09-21,6.200000,6.320000,6.140000,6.290000,6.290000,33450000
+2016-09-22,6.350000,6.440000,6.330000,6.370000,6.370000,35848200
+2016-09-23,6.310000,6.650000,6.310000,6.550000,6.550000,61022400
+2016-09-26,6.540000,6.540000,6.310000,6.320000,6.320000,29875800
+2016-09-27,6.450000,6.580000,6.290000,6.540000,6.540000,30035900
+2016-09-28,6.570000,6.650000,6.480000,6.590000,6.590000,27878300
+2016-09-29,6.570000,6.730000,6.540000,6.670000,6.670000,30746100
+2016-09-30,6.700000,7.040000,6.700000,6.910000,6.910000,47453100
+2016-10-03,6.950000,7.150000,6.870000,6.950000,6.950000,30456700
+2016-10-04,7.000000,7.090000,6.890000,6.970000,6.970000,25770000
+2016-10-05,6.970000,7.010000,6.700000,6.780000,6.780000,31235600
+2016-10-06,6.720000,6.980000,6.630000,6.960000,6.960000,27059700
+2016-10-07,6.920000,6.960000,6.620000,6.750000,6.750000,33059000
+2016-10-10,6.820000,6.940000,6.800000,6.840000,6.840000,13800500
+2016-10-11,6.800000,6.840000,6.380000,6.500000,6.500000,32510800
+2016-10-12,6.640000,6.770000,6.420000,6.620000,6.620000,33592700
+2016-10-13,6.500000,6.540000,6.240000,6.490000,6.490000,30401700
+2016-10-14,6.920000,7.120000,6.740000,6.750000,6.750000,66934400
+2016-10-17,6.920000,6.970000,6.640000,6.670000,6.670000,24261500
+2016-10-18,6.760000,6.890000,6.690000,6.730000,6.730000,25314800
+2016-10-19,6.700000,6.800000,6.570000,6.770000,6.770000,29420200
+2016-10-20,6.810000,6.980000,6.770000,6.960000,6.960000,64607500
+2016-10-21,6.500000,6.650000,6.370000,6.520000,6.520000,64243500
+2016-10-24,6.570000,7.010000,6.540000,7.010000,7.010000,52998400
+2016-10-25,6.900000,7.500000,6.870000,7.500000,7.500000,78862000
+2016-10-26,7.400000,7.480000,7.260000,7.290000,7.290000,47619300
+2016-10-27,7.440000,7.460000,7.100000,7.110000,7.110000,37804200
+2016-10-28,7.100000,7.530000,7.020000,7.200000,7.200000,77261300
+2016-10-31,7.240000,7.460000,7.200000,7.230000,7.230000,42345900
+2016-11-01,7.320000,7.430000,6.920000,7.090000,7.090000,39906900
+2016-11-02,7.030000,7.060000,6.670000,6.760000,6.760000,33852200
+2016-11-03,6.780000,6.790000,6.560000,6.700000,6.700000,33673600
+2016-11-04,6.690000,6.720000,6.460000,6.560000,6.560000,32215700
+2016-11-07,6.790000,6.990000,6.760000,6.960000,6.960000,36999200
+2016-11-08,6.850000,7.180000,6.750000,7.000000,7.000000,37728500
+2016-11-09,6.700000,7.050000,6.640000,6.940000,6.940000,38479500
+2016-11-10,6.820000,6.910000,6.220000,6.300000,6.300000,71749500
+2016-11-11,6.640000,6.690000,6.470000,6.690000,6.690000,39492200
+2016-11-14,6.830000,6.840000,6.610000,6.790000,6.790000,29596400
+2016-11-15,6.820000,7.080000,6.790000,6.970000,6.970000,28909400
+2016-11-16,7.090000,7.750000,7.070000,7.670000,7.670000,78083200
+2016-11-17,7.790000,8.770000,7.770000,8.460000,8.460000,124235500
+2016-11-18,8.680000,8.830000,8.400000,8.710000,8.710000,62336200
+2016-11-21,8.870000,9.220000,8.860000,8.940000,8.940000,65595900
+2016-11-22,9.050000,9.060000,8.540000,8.690000,8.690000,71312800
+2016-11-23,8.720000,8.860000,8.500000,8.800000,8.800000,34646000
+2016-11-25,8.800000,8.910000,8.690000,8.770000,8.770000,14214100
+2016-11-28,8.720000,8.980000,8.720000,8.830000,8.830000,25907800
+2016-11-29,9.000000,9.230000,8.850000,8.930000,8.930000,54831400
+2016-11-30,9.020000,9.120000,8.900000,8.910000,8.910000,36511900
+2016-12-01,8.920000,9.030000,8.260000,8.390000,8.390000,56682400
+2016-12-02,8.380000,8.740000,8.380000,8.530000,8.530000,42398900
+2016-12-05,8.690000,8.710000,8.450000,8.680000,8.680000,31410100
+2016-12-06,8.950000,9.540000,8.820000,9.450000,9.450000,92242900
+2016-12-07,9.650000,9.790000,9.240000,9.560000,9.560000,54897300
+2016-12-08,9.900000,10.660000,9.800000,10.340000,10.340000,104613000
+2016-12-09,10.380000,10.540000,9.870000,10.340000,10.340000,60600800
+2016-12-12,10.400000,10.930000,10.380000,10.680000,10.680000,63342900
+2016-12-13,10.750000,10.800000,10.400000,10.540000,10.540000,46967800
+2016-12-14,10.430000,10.740000,10.270000,10.550000,10.550000,46968600
+2016-12-15,10.680000,10.930000,10.640000,10.860000,10.860000,48871300
+2016-12-16,10.940000,11.230000,10.600000,10.660000,10.660000,77777700
+2016-12-19,10.810000,11.000000,10.520000,10.950000,10.950000,46085800
+2016-12-20,11.190000,11.510000,11.150000,11.510000,11.510000,59314200
+2016-12-21,11.610000,11.720000,11.310000,11.470000,11.470000,44814100
+2016-12-22,11.650000,11.750000,11.470000,11.600000,11.600000,36450800
+2016-12-23,11.300000,11.600000,11.260000,11.580000,11.580000,32288200
+2016-12-27,11.650000,12.080000,11.600000,12.070000,12.070000,44336500
+2016-12-28,12.280000,12.420000,11.460000,11.550000,11.550000,71254500
+2016-12-29,11.240000,11.620000,11.010000,11.590000,11.590000,50234300
+2016-12-30,11.700000,11.780000,11.250000,11.340000,11.340000,44095400
+2017-01-03,11.420000,11.650000,11.020000,11.430000,11.430000,55182000
+2017-01-04,11.450000,11.520000,11.240000,11.430000,11.430000,40781200
+2017-01-05,11.430000,11.690000,11.230000,11.240000,11.240000,38855200
+2017-01-06,11.290000,11.490000,11.110000,11.320000,11.320000,34453500
+2017-01-09,11.370000,11.640000,11.310000,11.490000,11.490000,37304800
+2017-01-10,11.550000,11.630000,11.330000,11.440000,11.440000,29201600
+2017-01-11,11.390000,11.410000,11.150000,11.200000,11.200000,39377000
+2017-01-12,10.980000,11.040000,10.330000,10.760000,10.760000,75244100
+2017-01-13,10.790000,10.870000,10.560000,10.580000,10.580000,38377500
+2017-01-17,10.170000,10.230000,9.780000,9.820000,9.820000,70491800
+2017-01-18,9.540000,10.100000,9.420000,9.880000,9.880000,51797600
+2017-01-19,9.920000,10.250000,9.750000,9.770000,9.770000,46151300
+2017-01-20,9.880000,9.960000,9.670000,9.750000,9.750000,27982100
+2017-01-23,9.680000,10.060000,9.680000,9.910000,9.910000,27905700
+2017-01-24,9.950000,10.490000,9.950000,10.440000,10.440000,43991200
+2017-01-25,10.740000,10.980000,10.150000,10.350000,10.350000,61778100
+2017-01-26,10.350000,10.660000,10.300000,10.520000,10.520000,35866600
+2017-01-27,10.600000,10.730000,10.520000,10.670000,10.670000,32719200
+2017-01-30,10.620000,10.680000,10.300000,10.610000,10.610000,37725000
+2017-01-31,10.600000,10.670000,10.220000,10.370000,10.370000,53704900
+2017-02-01,10.900000,12.140000,10.810000,12.060000,12.060000,165939300
+2017-02-02,11.980000,12.660000,11.950000,12.280000,12.280000,116324500
+2017-02-03,12.370000,12.500000,12.040000,12.240000,12.240000,60036700
+2017-02-06,12.460000,13.700000,12.380000,13.630000,13.630000,140474100
+2017-02-07,14.050000,14.270000,13.060000,13.290000,13.290000,158683800
+2017-02-08,13.210000,13.750000,13.080000,13.560000,13.560000,75942900
+2017-02-09,13.780000,13.890000,13.400000,13.420000,13.420000,73339900
+2017-02-10,13.860000,13.860000,13.250000,13.580000,13.580000,54579300
+2017-02-13,13.700000,13.950000,13.380000,13.490000,13.490000,57413100
+2017-02-14,13.430000,13.490000,13.190000,13.260000,13.260000,40479100
+2017-02-15,13.200000,13.440000,13.150000,13.300000,13.300000,33722300
+2017-02-16,13.250000,13.350000,12.840000,12.970000,12.970000,52502500
+2017-02-17,12.790000,13.140000,12.600000,13.130000,13.130000,40888000
+2017-02-21,13.410000,14.100000,13.400000,14.000000,14.000000,66357100
+2017-02-22,14.300000,14.500000,14.040000,14.280000,14.280000,71505000
+2017-02-23,14.200000,14.450000,13.820000,14.320000,14.320000,80317600
+2017-02-24,14.000000,14.320000,13.860000,14.120000,14.120000,46288600
+2017-02-27,14.270000,15.350000,14.270000,15.200000,15.200000,95422900
+2017-02-28,15.450000,15.550000,14.350000,14.460000,14.460000,141783000
+2017-03-01,15.080000,15.090000,14.520000,14.960000,14.960000,73450400
+2017-03-02,14.590000,14.780000,13.870000,13.900000,13.900000,104330900
+2017-03-03,13.550000,13.580000,12.790000,13.030000,13.030000,163395900
+2017-03-06,13.000000,13.340000,12.380000,13.040000,13.040000,117192600
+2017-03-07,13.070000,13.370000,12.790000,13.050000,13.050000,76666300
+2017-03-08,13.250000,13.550000,13.100000,13.220000,13.220000,71294700
+2017-03-09,13.450000,13.450000,13.110000,13.330000,13.330000,45244200
+2017-03-10,13.500000,13.930000,13.450000,13.910000,13.910000,65142200
+2017-03-13,14.480000,14.680000,14.180000,14.280000,14.280000,73078100
+2017-03-14,14.000000,14.150000,13.640000,14.100000,14.100000,52554500
+2017-03-15,14.030000,14.060000,13.620000,13.980000,13.980000,55179600
+2017-03-16,13.790000,13.880000,13.650000,13.650000,13.650000,44494800
+2017-03-17,13.620000,13.740000,13.360000,13.490000,13.490000,224892300
+2017-03-20,13.680000,14.500000,13.540000,14.400000,14.400000,91565600
+2017-03-21,14.400000,14.490000,13.780000,13.820000,13.820000,72552700
+2017-03-22,13.700000,14.150000,13.550000,14.100000,14.100000,61239500
+2017-03-23,13.960000,14.120000,13.770000,13.790000,13.790000,44549900
+2017-03-24,14.160000,14.180000,13.540000,13.700000,13.700000,50099500
+2017-03-27,13.350000,13.780000,13.210000,13.700000,13.700000,42686800
+2017-03-28,13.750000,13.860000,13.550000,13.690000,13.690000,37420200
+2017-03-29,13.740000,13.870000,13.630000,13.710000,13.710000,37863500
+2017-03-30,13.730000,14.050000,13.650000,14.050000,14.050000,44132800
+2017-03-31,14.100000,14.750000,14.010000,14.550000,14.550000,84566200
+2017-04-03,14.600000,14.740000,14.300000,14.640000,14.640000,48423700
+2017-04-04,14.310000,14.670000,14.030000,14.160000,14.160000,58413000
+2017-04-05,14.280000,14.640000,14.100000,14.170000,14.170000,58816700
+2017-04-06,13.420000,13.460000,12.830000,13.270000,13.270000,139500100
+2017-04-07,13.330000,13.680000,13.220000,13.520000,13.520000,70441000
+2017-04-10,13.520000,13.590000,13.040000,13.100000,13.100000,47178000
+2017-04-11,13.020000,13.290000,12.710000,13.100000,13.100000,59916600
+2017-04-12,12.940000,13.100000,12.740000,12.760000,12.760000,37385400
+2017-04-13,12.510000,12.720000,12.220000,12.310000,12.310000,53442600
+2017-04-17,12.530000,12.800000,12.370000,12.790000,12.790000,38188200
+2017-04-18,12.630000,12.970000,12.580000,12.950000,12.950000,37172000
+2017-04-19,13.090000,13.210000,12.800000,12.840000,12.840000,36491100
+2017-04-20,12.980000,13.150000,12.880000,13.110000,13.110000,41976100
+2017-04-21,13.080000,13.120000,12.900000,13.000000,13.000000,25689600
+2017-04-24,13.230000,13.230000,13.050000,13.130000,13.130000,36120300
+2017-04-25,13.240000,13.530000,13.160000,13.490000,13.490000,35881000
+2017-04-26,13.420000,13.530000,13.220000,13.410000,13.410000,36644500
+2017-04-27,13.430000,13.700000,13.370000,13.620000,13.620000,31327600
+2017-04-28,13.730000,13.760000,13.160000,13.300000,13.300000,50376000
+2017-05-01,13.430000,13.630000,13.250000,13.620000,13.620000,68036300
+2017-05-02,11.730000,11.760000,10.300000,10.320000,10.320000,268336500
+2017-05-03,10.290000,10.680000,9.850000,10.390000,10.390000,140899400
+2017-05-04,10.550000,10.550000,9.940000,10.100000,10.100000,77031400
+2017-05-05,10.130000,10.260000,9.940000,10.190000,10.190000,51759000
+2017-05-08,10.220000,10.220000,10.000000,10.040000,10.040000,35101100
+2017-05-09,10.040000,10.400000,10.040000,10.180000,10.180000,51017300
+2017-05-10,10.460000,10.850000,10.450000,10.790000,10.790000,65995900
+2017-05-11,10.740000,11.260000,10.510000,11.070000,11.070000,72946500
+2017-05-12,11.200000,11.400000,11.080000,11.260000,11.260000,56072600
+2017-05-15,11.410000,11.600000,11.300000,11.420000,11.420000,52565000
+2017-05-16,11.660000,12.770000,11.630000,12.750000,12.750000,164186900
+2017-05-17,11.810000,12.290000,11.160000,11.200000,11.200000,160109500
+2017-05-18,10.990000,11.490000,10.810000,11.280000,11.280000,86900100
+2017-05-19,11.470000,11.620000,11.350000,11.410000,11.410000,50319700
+2017-05-22,11.490000,11.550000,10.770000,11.040000,11.040000,78696400
+2017-05-23,10.970000,11.060000,10.620000,10.890000,10.890000,49799600
+2017-05-24,11.050000,11.060000,10.710000,10.890000,10.890000,42903900
+2017-05-25,11.010000,11.010000,10.800000,10.980000,10.980000,33584300
+2017-05-26,10.850000,11.020000,10.740000,11.000000,11.000000,31907600
+2017-05-30,10.950000,11.270000,10.900000,11.120000,11.120000,35339000
+2017-05-31,11.290000,11.490000,11.100000,11.190000,11.190000,42929000
+2017-06-01,11.250000,11.290000,10.810000,10.930000,10.930000,48002000
+2017-06-02,10.930000,10.960000,10.570000,10.900000,10.900000,43056200
+2017-06-05,10.840000,11.340000,10.800000,11.240000,11.240000,66207300
+2017-06-06,11.270000,12.240000,11.240000,12.030000,12.030000,114998600
+2017-06-07,12.420000,12.960000,12.230000,12.380000,12.380000,151005900
+2017-06-08,12.810000,12.910000,12.400000,12.900000,12.900000,89515100
+2017-06-09,13.100000,13.400000,11.630000,12.280000,12.280000,167454400
+2017-06-12,11.750000,12.350000,11.270000,12.090000,12.090000,125781800
+2017-06-13,12.330000,12.480000,11.670000,11.960000,11.960000,87302300
+2017-06-14,11.910000,12.050000,11.650000,11.770000,11.770000,51909400
+2017-06-15,11.340000,11.580000,11.210000,11.500000,11.500000,61666000
+2017-06-16,11.660000,11.830000,11.280000,11.440000,11.440000,59779500
+2017-06-19,11.630000,12.120000,11.620000,11.930000,11.930000,61803600
+2017-06-20,12.190000,12.930000,12.180000,12.640000,12.640000,118001500
+2017-06-21,13.360000,14.010000,13.130000,13.980000,13.980000,188796100
+2017-06-22,14.100000,14.500000,13.560000,14.380000,14.380000,149594200
+2017-06-23,14.150000,14.670000,13.900000,14.170000,14.170000,200777300
+2017-06-26,14.390000,14.490000,13.840000,14.080000,14.080000,101012500
+2017-06-27,13.760000,14.040000,13.370000,13.400000,13.400000,89319700
+2017-06-28,13.650000,13.700000,13.090000,13.230000,13.230000,85266900
+2017-06-29,13.060000,13.150000,12.450000,12.600000,12.600000,87634400
+2017-06-30,12.570000,12.830000,12.360000,12.480000,12.480000,59267400
+2017-07-03,12.570000,12.730000,12.130000,12.150000,12.150000,39929100
+2017-07-05,12.360000,13.210000,12.320000,13.190000,13.190000,99450200
+2017-07-06,12.940000,13.320000,12.670000,13.020000,13.020000,88927800
+2017-07-07,13.270000,13.750000,13.180000,13.360000,13.360000,88392100
+2017-07-10,13.610000,13.880000,13.270000,13.810000,13.810000,78320200
+2017-07-11,13.770000,14.100000,13.620000,13.890000,13.890000,71102300
+2017-07-12,14.170000,14.390000,13.960000,14.290000,14.290000,78508400
+2017-07-13,14.330000,14.490000,13.430000,13.530000,13.530000,111656900
+2017-07-14,13.460000,13.930000,13.320000,13.920000,13.920000,82084600
+2017-07-17,14.030000,14.120000,13.510000,13.800000,13.800000,71690800
+2017-07-18,13.290000,13.530000,13.150000,13.480000,13.480000,78366500
+2017-07-19,13.620000,13.740000,13.410000,13.550000,13.550000,51957800
+2017-07-20,13.610000,13.890000,13.450000,13.800000,13.800000,47707500
+2017-07-21,13.700000,14.050000,13.620000,13.880000,13.880000,51045700
+2017-07-24,14.000000,14.440000,13.970000,14.160000,14.160000,71014900
+2017-07-25,14.290000,14.320000,13.870000,14.110000,14.110000,98047400
+2017-07-26,15.130000,15.650000,14.400000,14.760000,14.760000,236083000
+2017-07-27,14.990000,15.040000,13.700000,14.120000,14.120000,130303700
+2017-07-28,13.850000,14.100000,13.680000,13.950000,13.950000,66763800
+2017-07-31,14.090000,14.220000,13.470000,13.610000,13.610000,69108700
+2017-08-01,13.720000,13.860000,13.450000,13.710000,13.710000,49149900
+2017-08-02,13.810000,13.930000,13.120000,13.370000,13.370000,67502200
+2017-08-03,13.420000,13.520000,13.080000,13.240000,13.240000,52557400
+2017-08-04,13.200000,13.360000,13.020000,13.120000,13.120000,64254000
+2017-08-07,13.330000,13.570000,13.270000,13.430000,13.430000,57486800
+2017-08-08,13.480000,13.550000,13.080000,13.110000,13.110000,47338000
+2017-08-09,12.760000,12.890000,12.540000,12.830000,12.830000,58861500
+2017-08-10,12.700000,12.920000,12.110000,12.120000,12.120000,83113400
+2017-08-11,12.040000,12.390000,11.880000,12.230000,12.230000,63558800
+2017-08-14,12.580000,12.850000,12.580000,12.760000,12.760000,64426100
+2017-08-15,13.010000,13.140000,12.750000,13.020000,13.020000,57990300
+2017-08-16,13.170000,13.190000,12.520000,12.630000,12.630000,64639400
+2017-08-17,12.460000,12.650000,12.320000,12.340000,12.340000,47371000
+2017-08-18,12.430000,12.560000,12.250000,12.370000,12.370000,37521700
+2017-08-21,12.420000,12.420000,11.860000,12.050000,12.050000,58888500
+2017-08-22,12.200000,12.330000,12.100000,12.170000,12.170000,39033200
+2017-08-23,12.000000,12.540000,11.950000,12.480000,12.480000,44345400
+2017-08-24,12.690000,12.710000,12.390000,12.500000,12.500000,37269700
+2017-08-25,12.510000,12.570000,12.250000,12.430000,12.430000,29732000
+2017-08-28,12.530000,12.550000,12.160000,12.230000,12.230000,35969600
+2017-08-29,12.000000,12.180000,11.930000,12.150000,12.150000,33618100
+2017-08-30,12.190000,12.680000,12.160000,12.670000,12.670000,43933000
+2017-08-31,12.820000,13.160000,12.790000,13.000000,13.000000,51822100
+2017-09-01,13.120000,13.490000,13.040000,13.190000,13.190000,53158600
+2017-09-05,12.880000,13.180000,12.650000,12.920000,12.920000,51445500
+2017-09-06,13.020000,13.080000,12.750000,12.860000,12.860000,34182400
+2017-09-07,12.840000,12.940000,12.600000,12.630000,12.630000,35816900
+2017-09-08,12.570000,12.610000,12.040000,12.250000,12.250000,60886200
+2017-09-11,12.460000,12.740000,12.400000,12.550000,12.550000,43346100
+2017-09-12,12.660000,12.680000,12.210000,12.300000,12.300000,54413100
+2017-09-13,12.220000,12.360000,12.120000,12.220000,12.220000,37210700
+2017-09-14,12.150000,12.460000,12.110000,12.260000,12.260000,37220200
+2017-09-15,12.330000,12.660000,12.310000,12.520000,12.520000,50337400
+2017-09-18,12.770000,13.300000,12.740000,13.080000,13.080000,83517400
+2017-09-19,13.250000,13.290000,12.880000,13.120000,13.120000,65455200
+2017-09-20,13.070000,13.800000,12.800000,13.740000,13.740000,102682400
+2017-09-21,14.000000,14.240000,13.320000,13.410000,13.410000,166821900
+2017-09-22,13.200000,13.400000,13.120000,13.300000,13.300000,50547000
+2017-09-25,13.250000,13.280000,12.490000,12.610000,12.610000,84172200
+2017-09-26,12.850000,12.930000,12.430000,12.450000,12.450000,68302000
+2017-09-27,12.650000,12.870000,12.500000,12.740000,12.740000,59947200
+2017-09-28,12.760000,12.840000,12.550000,12.740000,12.740000,35812300
+2017-09-29,12.770000,12.820000,12.600000,12.750000,12.750000,33926900
+2017-10-02,12.800000,12.850000,12.620000,12.710000,12.710000,34461100
+2017-10-03,12.730000,13.480000,12.700000,13.420000,13.420000,85174000
+2017-10-04,13.310000,13.500000,13.150000,13.310000,13.310000,42303200
+2017-10-05,13.380000,13.460000,13.210000,13.340000,13.340000,34758600
+2017-10-06,13.220000,13.390000,13.180000,13.230000,13.230000,28258700
+2017-10-09,13.260000,13.830000,13.260000,13.470000,13.470000,54032500
+2017-10-10,13.720000,13.790000,13.440000,13.700000,13.700000,43304000
+2017-10-11,13.620000,13.960000,13.610000,13.880000,13.880000,38746600
+2017-10-12,13.850000,14.370000,13.810000,14.200000,14.200000,69874100
+2017-10-13,14.320000,14.410000,14.120000,14.220000,14.220000,37515800
+2017-10-16,14.250000,14.350000,14.120000,14.260000,14.260000,34136800
+2017-10-17,14.240000,14.350000,14.140000,14.160000,14.160000,28995600
+2017-10-18,14.200000,14.280000,13.760000,14.070000,14.070000,39020300
+2017-10-19,13.850000,14.040000,13.690000,13.950000,13.950000,33795700
+2017-10-20,14.030000,14.090000,13.800000,13.810000,13.810000,32538900
+2017-10-23,13.940000,14.190000,13.900000,14.100000,14.100000,49838000
+2017-10-24,14.200000,14.360000,14.150000,14.250000,14.250000,84891600
+2017-10-25,12.950000,13.130000,12.290000,12.330000,12.330000,166762100
+2017-10-26,12.450000,12.460000,12.000000,12.010000,12.010000,87625400
+2017-10-27,12.170000,12.190000,11.350000,11.840000,11.840000,115650400
+2017-10-30,11.260000,11.420000,10.650000,10.890000,10.890000,137785100
+2017-10-31,10.760000,11.310000,10.690000,10.990000,10.990000,78600000
+2017-11-01,11.250000,11.290000,10.720000,10.800000,10.800000,66875500
+2017-11-02,10.870000,10.990000,10.660000,10.850000,10.850000,47942500
+2017-11-03,10.950000,11.130000,10.820000,11.120000,11.120000,44264300
+2017-11-06,12.040000,12.090000,11.640000,11.930000,11.930000,96349800
+2017-11-07,11.940000,12.270000,11.920000,12.050000,12.050000,67900200
+2017-11-08,11.940000,11.950000,11.510000,11.710000,11.710000,59065000
+2017-11-09,11.250000,11.350000,11.030000,11.120000,11.120000,76821200
+2017-11-10,11.220000,11.430000,11.120000,11.260000,11.260000,50209900
+2017-11-13,11.180000,11.200000,10.920000,11.090000,11.090000,54068300
+2017-11-14,11.030000,11.260000,11.000000,11.120000,11.120000,37245000
+2017-11-15,11.010000,11.130000,10.770000,11.070000,11.070000,33524700
+2017-11-16,11.130000,11.320000,11.130000,11.250000,11.250000,31800400
+2017-11-17,11.300000,11.750000,11.280000,11.380000,11.380000,56775600
+2017-11-20,11.470000,11.510000,11.190000,11.340000,11.340000,35960200
+2017-11-21,11.420000,11.490000,11.240000,11.400000,11.400000,31881700
+2017-11-22,11.410000,11.490000,11.300000,11.370000,11.370000,23816500
+2017-11-24,11.380000,11.420000,11.300000,11.380000,11.380000,11035800
+2017-11-27,11.340000,11.740000,11.340000,11.550000,11.550000,41798300
+2017-11-28,11.450000,11.540000,11.000000,11.170000,11.170000,65325700
+2017-11-29,11.080000,11.170000,10.730000,10.830000,10.830000,63333800
+2017-11-30,10.870000,11.030000,10.760000,10.890000,10.890000,43205000
+2017-12-01,10.810000,10.970000,10.530000,10.730000,10.730000,42128800
+2017-12-04,10.850000,10.860000,9.820000,10.030000,10.030000,97328300
+2017-12-05,9.890000,10.340000,9.700000,9.910000,9.910000,67304100
+2017-12-06,9.900000,10.050000,9.710000,10.000000,10.000000,38952200
+2017-12-07,10.070000,10.190000,9.950000,10.040000,10.040000,32665600
+2017-12-08,10.150000,10.200000,9.920000,9.940000,9.940000,34897000
+2017-12-11,9.970000,10.160000,9.960000,10.160000,10.160000,29956400
+2017-12-12,10.130000,10.140000,9.880000,9.900000,9.900000,36211000
+2017-12-13,9.970000,10.210000,9.950000,10.110000,10.110000,41494800
+2017-12-14,10.100000,10.170000,9.960000,10.130000,10.130000,29006800
+2017-12-15,10.130000,10.320000,10.020000,10.290000,10.290000,45462300
+2017-12-18,10.600000,11.000000,10.510000,10.980000,10.980000,63797700
+2017-12-19,11.000000,11.190000,10.870000,10.950000,10.950000,43852900
+2017-12-20,11.100000,11.180000,10.800000,10.980000,10.980000,31420300
+2017-12-21,10.980000,11.080000,10.870000,10.890000,10.890000,21884300
+2017-12-22,10.750000,10.770000,10.200000,10.540000,10.540000,50744500
+2017-12-26,10.380000,10.580000,10.340000,10.460000,10.460000,20437900
+2017-12-27,10.450000,10.740000,10.400000,10.530000,10.530000,22921800
+2017-12-28,10.570000,10.640000,10.430000,10.550000,10.550000,18609400
+2017-12-29,10.570000,10.580000,10.270000,10.280000,10.280000,26678900
+2018-01-02,10.420000,11.020000,10.340000,10.980000,10.980000,44146300
+2018-01-03,11.610000,12.140000,11.360000,11.550000,11.550000,154066700
+2018-01-04,12.100000,12.430000,11.970000,12.120000,12.120000,109503000
+2018-01-05,12.190000,12.220000,11.660000,11.880000,11.880000,63808900
+2018-01-08,12.010000,12.300000,11.850000,12.280000,12.280000,63346000
+2018-01-09,12.000000,12.020000,11.710000,11.820000,11.820000,62560900
+2018-01-10,11.630000,12.150000,11.560000,11.960000,11.960000,52561200
+2018-01-11,12.070000,12.190000,11.900000,12.140000,12.140000,38354900
+2018-01-12,11.820000,12.070000,11.800000,12.020000,12.020000,47149300
+2018-01-16,12.050000,12.200000,11.800000,11.910000,11.910000,42686600
+2018-01-17,11.900000,12.190000,11.820000,12.180000,12.180000,39020800
+2018-01-18,12.180000,12.680000,12.150000,12.470000,12.470000,62086200
+2018-01-19,12.560000,12.880000,12.540000,12.590000,12.590000,46800700
+2018-01-22,12.610000,12.740000,12.370000,12.650000,12.650000,34758600
+2018-01-23,12.820000,13.000000,12.760000,12.940000,12.940000,46417200
+2018-01-24,13.020000,13.050000,12.600000,12.710000,12.710000,41956400
+2018-01-25,12.780000,12.940000,12.320000,12.410000,12.410000,42966600
+2018-01-26,12.700000,12.950000,12.620000,12.950000,12.950000,44239000
+2018-01-29,13.130000,13.470000,13.050000,13.320000,13.320000,66645400
+2018-01-30,13.120000,13.270000,12.690000,12.870000,12.870000,91236400
+2018-01-31,13.240000,13.850000,13.150000,13.740000,13.740000,140977800
+2018-02-01,13.620000,13.840000,13.210000,13.250000,13.250000,67543300
+2018-02-02,13.050000,13.060000,12.430000,12.450000,12.450000,79432600
+2018-02-05,12.050000,12.180000,10.930000,11.570000,11.570000,116568900
+2018-02-06,11.040000,11.740000,11.000000,11.650000,11.650000,87123200
+2018-02-07,11.700000,11.900000,11.530000,11.600000,11.600000,55758400
+2018-02-08,11.720000,11.850000,11.210000,11.220000,11.220000,56471800
+2018-02-09,11.540000,11.570000,10.630000,11.310000,11.310000,85458200
+2018-02-12,11.470000,11.800000,11.430000,11.680000,11.680000,63160900
+2018-02-13,11.600000,11.820000,11.530000,11.780000,11.780000,33661400
+2018-02-14,11.720000,12.310000,11.630000,12.200000,12.200000,51756800
+2018-02-15,12.400000,12.630000,12.070000,12.190000,12.190000,59593800
+2018-02-16,12.110000,12.230000,11.820000,11.820000,11.820000,47332300
+2018-02-20,11.720000,12.190000,11.710000,12.020000,12.020000,47096500
+2018-02-21,12.120000,12.120000,11.720000,11.720000,11.720000,40195800
+2018-02-22,11.820000,12.000000,11.630000,11.840000,11.840000,37886300
+2018-02-23,11.950000,12.160000,11.940000,12.070000,12.070000,33317600
+2018-02-26,12.140000,12.430000,12.050000,12.420000,12.420000,42265200
+2018-02-27,12.430000,12.880000,12.390000,12.530000,12.530000,55975300
+2018-02-28,12.660000,12.730000,12.100000,12.110000,12.110000,43387500
+2018-03-01,12.260000,12.270000,11.660000,11.900000,11.900000,63207400
+2018-03-02,11.670000,11.930000,11.430000,11.810000,11.810000,58123500
+2018-03-05,11.690000,12.060000,11.610000,11.910000,11.910000,43734800
+2018-03-06,12.010000,12.050000,11.710000,11.760000,11.760000,46751200
+2018-03-07,11.580000,12.820000,11.550000,12.240000,12.240000,127603200
+2018-03-08,12.400000,12.590000,11.740000,11.970000,11.970000,76011200
+2018-03-09,12.030000,12.040000,11.580000,11.700000,11.700000,89674400
+2018-03-12,11.760000,11.820000,11.480000,11.520000,11.520000,83748700
+2018-03-13,11.500000,12.040000,11.100000,11.640000,11.640000,174302600
+2018-03-14,11.700000,11.720000,11.260000,11.360000,11.360000,80540800
+2018-03-15,11.430000,11.550000,11.190000,11.460000,11.460000,66373900
+2018-03-16,11.490000,11.550000,11.320000,11.470000,11.470000,37591000
+2018-03-19,11.410000,11.740000,11.350000,11.430000,11.430000,53308600
+2018-03-20,11.410000,11.520000,11.000000,11.110000,11.110000,65116900
+2018-03-21,11.160000,11.340000,11.110000,11.260000,11.260000,44691700
+2018-03-22,11.100000,11.260000,10.850000,10.910000,10.910000,59944200
+2018-03-23,10.910000,10.970000,10.570000,10.630000,10.630000,54844500
+2018-03-26,10.710000,10.800000,10.180000,10.440000,10.440000,75878500
+2018-03-27,10.510000,10.590000,9.900000,10.000000,10.000000,68551300
+2018-03-28,9.990000,10.170000,9.790000,9.810000,9.810000,64832100
+2018-03-29,9.940000,10.080000,9.810000,10.050000,10.050000,48681400
+2018-04-02,9.990000,10.140000,9.510000,9.530000,9.530000,64824600
+2018-04-03,9.630000,9.770000,9.300000,9.550000,9.550000,54891600
+2018-04-04,9.080000,9.810000,9.040000,9.770000,9.770000,67356900
+2018-04-05,10.050000,10.200000,9.910000,10.020000,10.020000,65758800
+2018-04-06,9.830000,10.100000,9.500000,9.610000,9.610000,51087100
+2018-04-09,9.750000,9.840000,9.520000,9.530000,9.530000,38382600
+2018-04-10,9.750000,10.040000,9.710000,9.980000,9.980000,42849200
+2018-04-11,9.870000,10.030000,9.790000,9.820000,9.820000,29169300
+2018-04-12,9.980000,10.100000,9.820000,10.080000,10.080000,47784400
+2018-04-13,10.200000,10.220000,9.880000,9.930000,9.930000,38935700
+2018-04-16,10.000000,10.170000,9.900000,10.090000,10.090000,28875100
+2018-04-17,10.280000,10.530000,10.200000,10.520000,10.520000,45360300
+2018-04-18,10.510000,10.650000,10.330000,10.360000,10.360000,42449600
+2018-04-19,10.180000,10.330000,9.990000,10.110000,10.110000,57841600
+2018-04-20,10.050000,10.140000,9.950000,9.990000,9.990000,39011900
+2018-04-23,10.090000,10.190000,9.970000,10.040000,10.040000,42971300
+2018-04-24,10.190000,10.350000,9.950000,10.090000,10.090000,44992200
+2018-04-25,10.060000,10.090000,9.560000,9.710000,9.710000,90578000
+2018-04-26,10.870000,11.190000,10.610000,11.040000,11.040000,145284100
+2018-04-27,11.200000,11.360000,11.020000,11.110000,11.110000,74347800
+2018-04-30,11.060000,11.140000,10.870000,10.880000,10.880000,50608800
+2018-05-01,10.830000,11.150000,10.770000,11.130000,11.130000,43441600
+2018-05-02,11.100000,11.160000,10.970000,10.970000,10.970000,29267300
+2018-05-03,10.900000,11.060000,10.830000,10.930000,10.930000,33310600
+2018-05-04,10.880000,11.290000,10.870000,11.280000,11.280000,47884900
+2018-05-07,11.320000,11.680000,11.300000,11.590000,11.590000,54001700
+2018-05-08,11.490000,11.660000,11.400000,11.610000,11.610000,35218400
+2018-05-09,11.650000,11.980000,11.570000,11.950000,11.950000,49605700
+2018-05-10,11.980000,12.180000,11.950000,12.130000,12.130000,49744500
+2018-05-11,11.890000,12.030000,11.690000,11.950000,11.950000,43863700
+2018-05-14,12.140000,12.360000,12.110000,12.230000,12.230000,50263800
+2018-05-15,12.180000,12.460000,12.160000,12.450000,12.450000,44183200
+2018-05-16,12.640000,12.980000,12.620000,12.820000,12.820000,73364000
+2018-05-17,12.790000,12.900000,12.660000,12.820000,12.820000,38692500
+2018-05-18,13.060000,13.260000,12.910000,13.000000,13.000000,54063400
+2018-05-21,13.250000,13.310000,12.880000,12.990000,12.990000,49714200
+2018-05-22,13.000000,13.140000,12.710000,12.980000,12.980000,43267000
+2018-05-23,12.930000,13.180000,12.900000,13.100000,13.100000,44517800
+2018-05-24,13.060000,13.430000,13.030000,13.410000,13.410000,47785700
+2018-05-25,13.400000,13.720000,13.360000,13.540000,13.540000,43850100
+2018-05-29,13.450000,13.630000,13.260000,13.360000,13.360000,39578500
+2018-05-30,13.480000,13.950000,13.480000,13.820000,13.820000,58186400
+2018-05-31,13.740000,13.930000,13.690000,13.730000,13.730000,46797700
+2018-06-01,13.980000,14.400000,13.920000,14.400000,14.400000,71677900
+2018-06-04,14.760000,14.980000,14.520000,14.850000,14.850000,74546000
+2018-06-05,14.850000,14.920000,14.630000,14.850000,14.850000,56122700
+2018-06-06,15.070000,15.740000,15.040000,15.670000,15.670000,97089000
+2018-06-07,15.830000,15.970000,14.850000,14.890000,14.890000,99860300
+2018-06-08,14.520000,15.330000,14.310000,15.250000,15.250000,81930500
+2018-06-11,15.210000,15.890000,15.010000,15.730000,15.730000,80737600
+2018-06-12,15.840000,15.950000,15.430000,15.850000,15.850000,67002600
+2018-06-13,15.810000,16.520000,15.780000,16.320000,16.320000,90227300
+2018-06-14,16.620001,16.790001,15.580000,16.250000,16.250000,113048600
+2018-06-15,16.059999,16.520000,15.820000,16.340000,16.340000,77612200
+2018-06-18,16.180000,17.340000,16.129999,17.110001,17.110001,104317400
+2018-06-19,16.850000,17.290001,16.309999,16.690001,16.690001,92542900
+2018-06-20,16.830000,17.129999,16.370001,16.520000,16.520000,76280600
+2018-06-21,16.650000,16.870001,15.460000,15.650000,15.650000,95638400
+2018-06-22,15.780000,15.910000,15.560000,15.800000,15.800000,59257100
+2018-06-25,15.640000,15.740000,14.540000,15.110000,15.110000,94418400
+2018-06-26,15.320000,15.600000,15.100000,15.500000,15.500000,54213500
+2018-06-27,15.650000,15.760000,14.960000,14.970000,14.970000,56014300
+2018-06-28,14.850000,15.360000,14.750000,15.310000,15.310000,48716800
+2018-06-29,15.410000,15.490000,14.980000,14.990000,14.990000,41527800
+2018-07-02,14.800000,15.180000,14.740000,15.160000,15.160000,43398800
+2018-07-03,15.210000,15.340000,14.960000,15.000000,15.000000,32094000
+2018-07-05,15.130000,15.500000,15.020000,15.500000,15.500000,40703300
+2018-07-06,15.520000,16.389999,15.480000,16.360001,16.360001,65101700
+2018-07-09,16.730000,16.840000,16.170000,16.610001,16.610001,58525500
+2018-07-10,16.590000,16.650000,16.309999,16.549999,16.549999,37093000
+2018-07-11,16.150000,16.530001,16.020000,16.270000,16.270000,42544100
+2018-07-12,16.410000,16.790001,16.379999,16.559999,16.559999,44188100
+2018-07-13,16.680000,16.690001,16.219999,16.270000,16.270000,40614100
+2018-07-16,16.420000,17.000000,16.410000,16.580000,16.580000,65275300
+2018-07-17,16.500000,16.879999,16.480000,16.870001,16.870001,42313500
+2018-07-18,16.940001,16.990000,16.549999,16.850000,16.850000,40881500
+2018-07-19,16.709999,16.879999,16.549999,16.709999,16.709999,41267800
+2018-07-20,16.660000,16.879999,16.440001,16.500000,16.500000,42879800
+2018-07-23,16.469999,16.680000,15.900000,16.660000,16.660000,44940800
+2018-07-24,16.750000,16.860001,16.110001,16.190001,16.190001,58201500
+2018-07-25,16.299999,16.389999,15.720000,16.049999,16.049999,82604900
+2018-07-26,17.160000,18.450001,16.830000,18.350000,18.350000,192661100
+2018-07-27,19.070000,19.879999,18.309999,18.940001,18.940001,161903800
+2018-07-30,19.400000,20.180000,19.309999,19.420000,19.420000,160823400
+2018-07-31,19.350000,19.500000,18.270000,18.330000,18.330000,118403400
+2018-08-01,18.340000,18.950001,18.320000,18.480000,18.480000,75495200
+2018-08-02,18.170000,18.830000,18.000000,18.790001,18.790001,52867100
+2018-08-03,18.940001,19.059999,18.370001,18.490000,18.490000,53232100
+2018-08-06,18.889999,19.440001,18.459999,19.430000,19.430000,83579700
+2018-08-07,19.530001,19.709999,19.080000,19.559999,19.559999,72822600
+2018-08-08,19.459999,19.770000,19.260000,19.580000,19.580000,52081400
+2018-08-09,19.580000,19.709999,19.080000,19.100000,19.100000,46653400
+2018-08-10,19.090000,19.480000,18.850000,19.059999,19.059999,65821100
+2018-08-13,19.160000,19.930000,19.120001,19.730000,19.730000,81411300
+2018-08-14,19.969999,20.280001,19.629999,20.020000,20.020000,89195500
+2018-08-15,19.860001,20.100000,19.200001,19.700001,19.700001,86355700
+2018-08-16,19.860001,20.070000,19.250000,19.330000,19.330000,69733700
+2018-08-17,19.120001,19.820000,18.730000,19.770000,19.770000,60616600
+2018-08-20,19.790001,20.080000,19.350000,19.980000,19.980000,62983200
+2018-08-21,19.980000,20.420000,19.860001,20.400000,20.400000,55629000
+2018-08-22,20.280001,20.920000,20.209999,20.900000,20.900000,62002700
+2018-08-23,21.190001,22.320000,21.139999,22.290001,22.290001,113444100
+2018-08-24,22.910000,24.000000,22.670000,23.980000,23.980000,164328200
+2018-08-27,24.940001,27.299999,24.629999,25.260000,25.260000,325058400
+2018-08-28,25.510000,26.180000,24.040001,25.049999,25.049999,215771200
+2018-08-29,24.360001,25.410000,24.010000,25.200001,25.200001,143223200
+2018-08-30,25.290001,25.670000,24.760000,24.889999,24.889999,103607300
+2018-08-31,24.889999,25.240000,24.719999,25.170000,25.170000,65206400
+2018-09-04,25.620001,28.110001,25.570000,28.059999,28.059999,192541300
+2018-09-05,29.410000,29.940001,26.840000,28.510000,28.510000,257349000
+2018-09-06,28.120001,28.580000,27.190001,27.840000,27.840000,143942900
+2018-09-07,26.959999,28.270000,26.799999,27.379999,27.379999,123348700
+2018-09-10,28.150000,29.930000,27.840000,29.889999,29.889999,162253800
+2018-09-11,30.020000,30.590000,29.370001,30.100000,30.100000,159902500
+2018-09-12,29.910000,32.290001,29.450001,32.209999,32.209999,197889600
+2018-09-13,33.160000,34.139999,29.870001,30.480000,30.480000,304147100
+2018-09-14,31.430000,33.090000,30.540001,32.720001,32.720001,217762800
+2018-09-17,31.750000,33.230000,31.600000,32.430000,32.430000,180410600
+2018-09-18,32.990002,33.369999,31.200001,31.930000,31.930000,176673200
+2018-09-19,31.520000,31.830000,30.510000,31.209999,31.209999,124287000
+2018-09-20,32.099998,32.200001,30.639999,31.180000,31.180000,123116500
+2018-09-21,31.190001,32.419998,30.910000,31.020000,31.020000,129792900
+2018-09-24,31.129999,32.650002,30.910000,32.610001,32.610001,118332600
+2018-09-25,33.180000,33.599998,32.189999,32.570000,32.570000,118570200
+2018-09-26,32.400002,32.599998,31.719999,32.189999,32.189999,79347300
+2018-09-27,31.860001,32.630001,31.389999,32.590000,32.590000,87934400
+2018-09-28,32.240002,32.779999,29.980000,30.889999,30.889999,165453500
+2018-10-01,30.690001,31.910000,30.250000,31.420000,31.420000,94742900
+2018-10-02,30.730000,30.820000,28.650000,29.020000,29.020000,145276500
+2018-10-03,29.040001,29.219999,26.540001,28.430000,28.430000,190137200
+2018-10-04,27.990000,28.830000,27.370001,27.780001,27.780001,95831200
+2018-10-05,28.070000,28.469999,26.930000,27.350000,27.350000,88008500
+2018-10-08,26.730000,27.540001,25.959999,26.459999,26.459999,103789500
+2018-10-09,26.150000,27.709999,26.000000,27.240000,27.240000,105461800
+2018-10-10,27.379999,27.400000,24.910000,25.000000,25.000000,147682900
+2018-10-11,24.740000,26.200001,24.549999,25.299999,25.299999,147013800
+2018-10-12,26.770000,26.969999,25.670000,26.340000,26.340000,111059400
+2018-10-15,26.379999,26.770000,25.750000,26.260000,26.260000,70523500
+2018-10-16,26.629999,28.230000,26.170000,28.180000,28.180000,92529000
+2018-10-17,28.410000,28.530001,26.920000,27.299999,27.299999,89466900
+2018-10-18,27.080000,27.750000,26.400000,26.620001,26.620001,79623700
+2018-10-19,27.030001,27.100000,23.600000,23.660000,23.660000,130799900
+2018-10-22,24.459999,25.639999,24.090000,25.030001,25.030001,114158900
+2018-10-23,24.180000,25.260000,23.850000,25.090000,25.090000,101763000
+2018-10-24,25.040001,25.100000,22.750000,22.790001,22.790001,134489100
+2018-10-25,17.920000,20.150000,17.719999,19.270000,19.270000,189173700
+2018-10-26,18.490000,18.780001,17.049999,17.629999,17.629999,119689000
+2018-10-29,18.209999,18.230000,16.270000,16.850000,16.850000,94479600
+2018-10-30,16.379999,17.240000,16.170000,17.200001,17.200001,99049400
+2018-10-31,17.870001,18.340000,17.120001,18.209999,18.209999,110463700
+2018-11-01,18.410000,20.330000,18.080000,20.219999,20.219999,136896500
+2018-11-02,20.590000,21.059999,19.469999,20.230000,20.230000,123788000
+2018-11-05,20.120001,20.180000,18.879999,19.900000,19.900000,108016700
+2018-11-06,19.500000,21.650000,19.480000,20.680000,20.680000,144995700
+2018-11-07,21.420000,22.219999,21.070000,21.840000,21.840000,121115800
+2018-11-08,21.770000,22.080000,20.969999,21.200001,21.200001,92387600
+2018-11-09,20.770000,21.190001,20.110001,21.030001,21.030001,85900700
+2018-11-12,20.680000,20.850000,18.799999,19.030001,19.030001,95948200
+2018-11-13,19.280001,20.020000,18.969999,19.610001,19.610001,76126000
+2018-11-14,20.180000,21.110001,19.760000,20.809999,20.809999,106344300
+2018-11-15,20.719999,21.770000,20.420000,21.490000,21.490000,97715500
+2018-11-16,19.870001,20.969999,19.719999,20.660000,20.660000,112376600
+2018-11-19,20.400000,20.590000,19.090000,19.110001,19.110001,93578200
+2018-11-20,17.400000,19.580000,17.180000,19.209999,19.209999,109869400
+2018-11-21,20.049999,20.309999,18.500000,18.730000,18.730000,81585600
+2018-11-23,18.610001,19.830000,18.559999,19.379999,19.379999,54611300
+2018-11-26,19.959999,20.190001,19.110001,20.080000,20.080000,83211000
+2018-11-27,19.770000,21.450001,19.730000,21.049999,21.049999,119230100
+2018-11-28,21.820000,21.879999,20.180000,21.340000,21.340000,134425300
+2018-11-29,21.190001,21.610001,20.730000,21.430000,21.430000,79853700
+2018-11-30,21.299999,21.360001,20.520000,21.299999,21.299999,82370700
+2018-12-03,22.480000,23.750000,22.370001,23.709999,23.709999,139607400
+2018-12-04,23.350000,23.420000,21.070000,21.120001,21.120001,127392900
+2018-12-06,20.219999,21.410000,20.059999,21.299999,21.299999,103434700
+2018-12-07,21.299999,21.379999,19.170000,19.459999,19.459999,105764500
+2018-12-10,19.350000,20.129999,19.270000,19.990000,19.990000,77984500
+2018-12-11,20.709999,21.139999,19.690001,19.980000,19.980000,88027400
+2018-12-12,20.320000,21.020000,19.709999,20.480000,20.480000,100340700
+2018-12-13,20.629999,20.870001,19.760000,19.860001,19.860001,88108300
+2018-12-14,19.580000,20.700001,19.520000,19.900000,19.900000,84713600
+2018-12-17,20.010000,20.020000,18.639999,18.830000,18.830000,115437900
+2018-12-18,19.150000,19.840000,18.879999,19.500000,19.500000,101512900
+2018-12-19,19.440001,19.719999,18.000000,18.160000,18.160000,120644500
+2018-12-20,18.110001,18.860001,17.340000,17.940001,17.940001,119394500
+2018-12-21,18.120001,18.340000,16.760000,16.930000,16.930000,132246000
+2018-12-24,16.520000,17.219999,16.370001,16.650000,16.650000,62933100
+2018-12-26,16.879999,17.910000,16.030001,17.900000,17.900000,108811800
+2018-12-27,17.430000,17.740000,16.440001,17.490000,17.490000,111373000
+2018-12-28,17.530001,18.309999,17.139999,17.820000,17.820000,109214400
+2018-12-31,18.150000,18.510000,17.850000,18.459999,18.459999,84732200
+2019-01-02,18.010000,19.000000,17.980000,18.830000,18.830000,87148700
+2019-01-03,18.420000,18.680000,16.940001,17.049999,17.049999,117277600
+2019-01-04,17.549999,19.070000,17.430000,19.000000,19.000000,111878600
+2019-01-07,19.440001,20.680000,19.000000,20.570000,20.570000,107157000
+2019-01-08,21.190001,21.200001,19.680000,20.750000,20.750000,121271000
+2019-01-09,20.889999,21.440001,20.070000,20.190001,20.190001,163944100
+2019-01-10,19.760000,19.830000,18.900000,19.740000,19.740000,115629400
+2019-01-11,19.469999,20.350000,19.190001,20.270000,20.270000,85110800
+2019-01-14,19.959999,20.620001,19.750000,20.230000,20.230000,71350200
+2019-01-15,20.440001,20.680000,20.260000,20.379999,20.379999,62785800
+2019-01-16,20.400000,20.540001,19.709999,19.730000,19.730000,70849300
+2019-01-17,19.490000,20.510000,19.020000,20.250000,20.250000,85018400
+2019-01-18,20.370001,21.049999,20.020000,20.770000,20.770000,88131000
+2019-01-22,20.480000,20.920000,19.700001,19.760000,19.760000,78513700
+2019-01-23,20.030001,20.480000,19.549999,19.799999,19.799999,77811300
+2019-01-24,20.059999,21.010000,20.040001,20.850000,20.850000,97433400
+2019-01-25,20.990000,22.030001,20.790001,21.930000,21.930000,110239500
+2019-01-28,20.320000,21.010000,20.020000,20.180000,20.180000,135164100
+2019-01-29,20.260000,20.389999,19.049999,19.250000,19.250000,131202500
+2019-01-30,21.490000,23.129999,21.370001,23.090000,23.090000,211421200
+2019-01-31,23.020000,25.139999,22.830000,24.410000,24.410000,182575600
+2019-02-01,24.610001,24.840000,24.070000,24.510000,24.510000,105356200
+2019-02-04,24.430000,24.660000,24.070000,24.129999,24.129999,70843800
+2019-02-05,23.420000,23.860001,22.980000,23.309999,23.309999,122226000
+2019-02-06,23.629999,24.139999,23.219999,23.260000,23.260000,78684300
+2019-02-07,22.990000,23.219999,22.320000,22.670000,22.670000,86723900
+2019-02-08,22.330000,23.280001,22.270000,23.049999,23.049999,78129300
+2019-02-11,23.049999,23.280001,22.660000,22.959999,22.959999,60578700
+2019-02-12,23.430000,23.559999,22.750000,22.820000,22.820000,67595400
+2019-02-13,22.980000,23.240000,22.709999,22.850000,22.850000,57544200
+2019-02-14,22.740000,23.370001,22.590000,23.129999,23.129999,64441200
+2019-02-15,23.580000,24.049999,23.200001,23.680000,23.680000,78644100
+2019-02-19,23.629999,24.410000,23.610001,23.950001,23.950001,57517900
+2019-02-20,24.139999,24.370001,23.900000,23.950001,23.950001,57091600
+2019-02-21,24.040001,24.330000,23.850000,23.920000,23.920000,49608200
+2019-02-22,24.049999,24.360001,23.879999,24.360001,24.360001,52650700
+2019-02-25,25.010000,25.520000,24.680000,24.709999,24.709999,63221000
+2019-02-26,24.650000,24.719999,24.150000,24.209999,24.209999,48470100
+2019-02-27,24.110001,24.230000,23.209999,23.480000,23.480000,62649300
+2019-02-28,23.209999,23.670000,23.110001,23.530001,23.530001,39384900
+2019-03-01,23.969999,24.190001,23.450001,23.680000,23.680000,48084000
+2019-03-04,23.889999,24.129999,23.010000,23.370001,23.370001,48147700
+2019-03-05,23.340000,23.680000,23.010000,23.500000,23.500000,35462600
+2019-03-06,23.469999,23.530001,22.400000,22.410000,22.410000,60479400
+2019-03-07,22.330000,22.410000,21.730000,22.080000,22.080000,52186300
+2019-03-08,21.350000,22.090000,21.040001,22.010000,22.010000,49967700
+2019-03-11,22.150000,23.080000,21.980000,22.959999,22.959999,54420200
+2019-03-12,23.100000,23.799999,22.780001,23.490000,23.490000,56410600
+2019-03-13,23.660000,24.150000,23.350000,23.379999,23.379999,56705800
+2019-03-14,23.370001,23.490000,22.799999,22.820000,22.820000,42818600
+2019-03-15,23.100000,23.650000,23.010000,23.290001,23.290001,46519900
+2019-03-18,23.299999,23.620001,23.040001,23.250000,23.250000,34731800
+2019-03-19,23.600000,26.080000,23.590000,26.000000,26.000000,156052200
+2019-03-20,26.490000,26.879999,25.309999,25.700001,25.700001,151292100
+2019-03-21,25.780001,28.110001,25.709999,27.889999,27.889999,129610300
+2019-03-22,27.540001,27.750000,26.330000,26.370001,26.370001,115323300
+2019-03-25,26.290001,26.990000,25.540001,25.969999,25.969999,78438200
+2019-03-26,26.690001,26.980000,25.459999,25.690001,25.690001,75754100
+2019-03-27,25.700001,25.879999,24.549999,24.889999,24.889999,88585300
+2019-03-28,25.100000,25.559999,24.650000,25.059999,25.059999,64667500
+2019-03-29,25.580000,25.730000,25.250000,25.520000,25.520000,53502800
+2019-04-01,26.420000,26.559999,25.830000,26.360001,26.360001,63000300
+2019-04-02,26.510000,26.799999,26.090000,26.750000,26.750000,53358800
+2019-04-03,28.020000,29.950001,27.879999,29.020000,29.020000,197650500
+2019-04-04,28.879999,29.389999,28.610001,29.090000,29.090000,82191100
+2019-04-05,29.639999,29.690001,28.799999,28.980000,28.980000,65662700
+2019-04-08,28.690001,28.950001,28.180000,28.530001,28.530001,58002500
+2019-04-09,28.240000,28.379999,27.190001,27.240000,27.240000,75539800
+2019-04-10,27.459999,28.120001,27.320000,27.830000,27.830000,64368100
+2019-04-11,27.809999,28.049999,27.459999,27.790001,27.790001,44801200
+2019-04-12,28.209999,28.379999,27.660000,27.850000,27.850000,41048800
+2019-04-15,27.799999,27.840000,26.959999,27.330000,27.330000,40812500
+2019-04-16,27.719999,28.180000,27.490000,27.930000,27.930000,47340100
+2019-04-17,28.209999,28.270000,27.219999,27.490000,27.490000,48240800
+2019-04-18,27.600000,27.879999,27.340000,27.680000,27.680000,39880900
+2019-04-22,27.620001,28.230000,27.389999,28.180000,28.180000,36477300
+2019-04-23,28.180000,28.490000,27.790001,27.969999,27.969999,41777500
+2019-04-24,28.100000,28.850000,27.930000,28.459999,28.459999,51784700
+2019-04-25,28.670000,28.860001,27.360001,27.660000,27.660000,57329700
+2019-04-26,27.660000,27.900000,27.049999,27.879999,27.879999,48827900
+2019-04-29,27.900000,28.139999,27.500000,27.690001,27.690001,44532700
+2019-04-30,27.590000,27.799999,26.940001,27.629999,27.629999,73165900
+2019-05-01,28.950001,29.150000,26.780001,26.809999,26.809999,136066900
+2019-05-02,26.940001,28.639999,26.610001,28.290001,28.290001,100514800
+2019-05-03,28.299999,28.420000,27.660000,28.219999,28.219999,55503100
+2019-05-06,26.719999,27.500000,26.450001,27.420000,27.420000,70344100
+2019-05-07,27.200001,27.350000,26.209999,26.660000,26.660000,75868800
+2019-05-08,26.410000,27.709999,26.270000,27.090000,27.090000,65967500
+2019-05-09,26.700001,27.379999,26.030001,27.209999,27.209999,73150900
+2019-05-10,27.030001,28.100000,26.930000,27.959999,27.959999,82930100
+2019-05-13,26.980000,27.230000,26.100000,26.240000,26.240000,99017900
+2019-05-14,26.530001,27.480000,26.150000,27.320000,27.320000,82980400
+2019-05-15,26.870001,27.790001,26.730000,27.580000,27.580000,55689900
+2019-05-16,27.370001,28.370001,27.270000,28.010000,28.010000,67330100
+2019-05-17,27.690001,28.459999,27.400000,27.500000,27.500000,65385400
+2019-05-20,26.980000,27.240000,26.490000,26.680000,26.680000,69757400
+2019-05-21,27.180000,27.370001,26.930000,27.350000,27.350000,46079200
+2019-05-22,27.120001,27.590000,27.070000,27.410000,27.410000,40035300
+2019-05-23,26.990000,27.100000,26.030001,26.360001,26.360001,67809200
+2019-05-24,26.610001,26.930000,26.400000,26.440001,26.440001,39835800
+2019-05-28,27.270000,29.670000,27.059999,29.049999,29.049999,146949600
+2019-05-29,29.000000,29.320000,27.730000,28.090000,28.090000,99969600
+2019-05-30,28.400000,28.559999,27.600000,28.030001,28.030001,65289100
+2019-05-31,27.570000,28.360001,27.400000,27.410000,27.410000,68667800
+2019-06-03,28.750000,29.620001,27.290001,27.580000,27.580000,147532200
+2019-06-04,28.389999,29.590000,27.910000,29.570000,29.570000,107549500
+2019-06-05,29.930000,29.990000,29.030001,29.500000,29.500000,79481500
+2019-06-06,29.870001,31.980000,29.840000,31.820000,31.820000,131267800
+2019-06-07,31.940001,32.599998,31.570000,32.410000,32.410000,86841100
+2019-06-10,33.529999,34.299999,33.080002,33.230000,33.230000,97668800
+2019-06-11,33.430000,33.490002,31.820000,32.410000,32.410000,82834900
+2019-06-12,32.000000,32.570000,31.920000,32.180000,32.180000,56298700
+2019-06-13,32.389999,32.500000,31.059999,31.389999,31.389999,63556000
+2019-06-14,30.700001,30.959999,30.020000,30.360001,30.360001,70373000
+2019-06-17,30.250000,30.450001,29.180000,29.200001,29.200001,70865700
+2019-06-18,29.760000,30.969999,29.580000,30.450001,30.450001,86444500
+2019-06-19,30.670000,30.790001,30.059999,30.500000,30.500000,63233900
+2019-06-20,31.240000,31.360001,29.840000,30.010000,30.010000,72418200
+2019-06-21,29.650000,30.350000,28.969999,29.100000,29.100000,81861300
+2019-06-24,29.320000,29.400000,28.670000,29.260000,29.260000,55724800
+2019-06-25,29.260000,29.719999,28.799999,28.860001,28.860001,53680900
+2019-06-26,29.980000,30.480000,29.780001,29.920000,29.920000,65064200
+2019-06-27,30.410000,30.959999,30.209999,30.740000,30.740000,55623300
+2019-06-28,31.080000,31.110001,30.330000,30.370001,30.370001,50090900
+2019-07-01,31.790001,32.040001,30.870001,31.200001,31.200001,60275900
+2019-07-02,30.959999,31.260000,30.730000,31.240000,31.240000,37721700
+2019-07-03,31.129999,31.330000,30.740000,31.190001,31.190001,23462000
+2019-07-05,30.879999,31.559999,30.750000,31.500000,31.500000,34011900
+2019-07-08,31.799999,32.150002,31.260000,32.040001,32.040001,49689400
+2019-07-09,31.760000,33.180000,30.100000,33.150002,33.150002,61419800
+2019-07-10,33.560001,34.029999,33.360001,33.790001,33.790001,60388400
+2019-07-11,33.910000,34.000000,32.759998,33.060001,33.060001,63081800
+2019-07-12,32.759998,33.389999,32.590000,33.209999,33.209999,51509700
+2019-07-15,33.340000,34.549999,33.270000,34.389999,34.389999,65565200
+2019-07-16,34.299999,34.860001,33.799999,33.849998,33.849998,66912700
+2019-07-17,34.009998,34.299999,33.490002,33.599998,33.599998,42557900
+2019-07-18,33.029999,33.459999,32.419998,33.000000,33.000000,58473900
+2019-07-19,33.080002,33.349998,32.450001,32.509998,32.509998,44617700
+2019-07-22,32.799999,33.310001,32.740002,32.849998,32.849998,37777300
+2019-07-23,33.169998,33.500000,32.930000,33.490002,33.490002,38532500
+2019-07-24,33.639999,34.360001,33.450001,34.110001,34.110001,41952300
+2019-07-25,34.049999,34.250000,33.619999,33.669998,33.669998,36705600
+2019-07-26,34.230000,34.770000,33.869999,34.020000,34.020000,43502800
+2019-07-29,34.139999,34.180000,32.980000,33.480000,33.480000,45922000
+2019-07-30,33.209999,33.939999,32.939999,33.869999,33.869999,72198900
+2019-07-31,32.080002,32.299999,30.299999,30.450001,30.450001,119190000
+2019-08-01,30.500000,31.480000,29.100000,29.860001,29.860001,80878900
+2019-08-02,29.480000,29.730000,28.940001,29.440001,29.440001,60410900
+2019-08-05,28.260000,28.490000,27.650000,27.990000,27.990000,74333200
+2019-08-06,28.860001,29.049999,28.200001,28.860001,28.860001,60578400
+2019-08-07,28.469999,29.280001,28.370001,29.190001,29.190001,58577500
+2019-08-08,31.530001,34.270000,31.480000,33.919998,33.919998,167278800
+2019-08-09,33.450001,35.549999,33.080002,34.189999,34.189999,132483900
+2019-08-12,34.160000,34.650002,32.080002,32.430000,32.430000,106936000
+2019-08-13,32.360001,33.139999,31.719999,32.110001,32.110001,102009700
+2019-08-14,31.000000,31.049999,29.510000,30.240000,30.240000,127521500
+2019-08-15,30.629999,30.730000,29.209999,29.670000,29.670000,71674400
+2019-08-16,30.309999,31.480000,30.209999,31.180000,31.180000,70469800
+2019-08-19,32.000000,32.189999,31.420000,31.480000,31.480000,67596900
+2019-08-20,30.940001,31.309999,30.450001,30.719999,30.719999,47924000
+2019-08-21,31.049999,31.740000,30.840000,31.700001,31.700001,41441500
+2019-08-22,31.760000,31.920000,30.980000,31.900000,31.900000,47667900
+2019-08-23,31.299999,31.830000,29.400000,29.540001,29.540001,83681100
+2019-08-26,30.340000,30.719999,29.940001,30.280001,30.280001,50612500
+2019-08-27,30.600000,30.889999,29.600000,30.200001,30.200001,53229200
+2019-08-28,29.920000,31.180000,29.700001,30.780001,30.780001,55835900
+2019-08-29,31.469999,31.830000,31.330000,31.450001,31.450001,44422800
+2019-08-30,31.600000,31.870001,31.129999,31.450001,31.450001,40307000
+2019-09-03,30.830000,31.139999,30.680000,30.900000,30.900000,38029300
+2019-09-04,31.320000,31.830000,30.850000,30.950001,30.950001,46614600
+2019-09-05,31.790001,32.049999,31.120001,31.500000,31.500000,57861200
+2019-09-06,31.500000,31.510000,30.480000,30.559999,30.559999,51673000
+2019-09-09,30.930000,31.180000,30.240000,30.500000,30.500000,54413200
+2019-09-10,30.219999,30.379999,29.770000,30.230000,30.230000,48604800
+2019-09-11,30.379999,30.430000,29.510000,29.760000,29.760000,50631700
+2019-09-12,30.080000,30.840000,29.950001,30.209999,30.209999,53618300
+2019-09-13,30.270000,30.850000,29.950001,30.690001,30.690001,47758800
+2019-09-16,30.370001,31.150000,30.260000,30.830000,30.830000,52248500
+2019-09-17,31.070000,31.320000,30.740000,30.990000,30.990000,35011700
+2019-09-18,30.750000,30.889999,29.879999,30.420000,30.420000,47027500
+2019-09-19,30.570000,30.959999,30.139999,30.290001,30.290001,41603000
+2019-09-20,30.360001,30.469999,29.650000,30.049999,30.049999,79957400
+2019-09-23,30.120001,30.799999,30.070000,30.639999,30.639999,44366800
+2019-09-24,30.540001,30.750000,29.290001,29.520000,29.520000,72963000
+2019-09-25,29.480000,29.650000,28.549999,29.540001,29.540001,58234800
+2019-09-26,29.670000,29.770000,29.000000,29.469999,29.469999,40745400
+2019-09-27,29.170000,29.770000,28.350000,28.719999,28.719999,54091100
+2019-09-30,28.889999,29.049999,28.360001,28.990000,28.990000,37295600
+2019-10-01,29.049999,29.540001,28.639999,28.760000,28.760000,37081800
+2019-10-02,28.500000,28.850000,28.030001,28.309999,28.309999,43640700
+2019-10-03,28.280001,28.780001,27.430000,28.680000,28.680000,56325200
+2019-10-04,28.830000,29.059999,28.280001,29.010000,29.010000,34446700
+2019-10-07,28.900000,29.629999,28.840000,28.930000,28.930000,39337200
+2019-10-08,28.549999,28.639999,27.920000,28.230000,28.230000,44265700
+2019-10-09,28.799999,28.950001,28.350000,28.459999,28.459999,35661500
+2019-10-10,28.520000,28.889999,28.000000,28.379999,28.379999,40660100
+2019-10-11,28.830000,30.200001,28.809999,29.750000,29.750000,66256900
+2019-10-14,29.709999,30.610001,29.379999,30.530001,30.530001,44473700
+2019-10-15,30.700001,30.920000,30.170000,30.719999,30.719999,41600700
+2019-10-16,30.600000,31.410000,30.530001,30.809999,30.809999,42804400
+2019-10-17,31.299999,31.400000,30.860001,31.139999,31.139999,36884400
+2019-10-18,31.059999,31.330000,30.290001,30.969999,30.969999,39681700
+2019-10-21,31.500000,32.259998,31.410000,32.029999,32.029999,52182800
+2019-10-22,32.060001,32.150002,31.500000,31.510000,31.510000,36185200
+2019-10-23,31.090000,31.650000,30.830000,31.360001,31.360001,26582200
+2019-10-24,31.580000,31.860001,31.340000,31.719999,31.719999,27808000
+2019-10-25,31.900000,32.860001,31.830000,32.709999,32.709999,45368800
+2019-10-28,33.160000,33.910000,33.150002,33.689999,33.689999,51223600
+2019-10-29,33.730000,33.900002,32.700001,33.029999,33.029999,78700100
+2019-10-30,32.930000,33.340000,32.029999,33.130001,33.130001,78228800
+2019-10-31,32.980000,34.340000,32.820000,33.930000,33.930000,67881600
+2019-11-01,34.369999,35.000000,34.099998,34.889999,34.889999,64238600
+2019-11-04,35.189999,36.450001,34.759998,36.290001,36.290001,83343800
+2019-11-05,36.560001,37.180000,35.980000,36.150002,36.150002,84848600
+2019-11-06,36.060001,36.480000,35.520000,35.930000,35.930000,51675100
+2019-11-07,36.520000,36.990002,36.029999,36.279999,36.279999,54350200
+2019-11-08,36.060001,36.580002,36.000000,36.290001,36.290001,39353900
+2019-11-11,35.959999,36.660000,35.580002,36.310001,36.310001,43511100
+2019-11-12,36.430000,37.130001,36.400002,36.709999,36.709999,58664500
+2019-11-13,36.650002,37.959999,36.580002,37.520000,37.520000,67648300
+2019-11-14,37.509998,38.500000,37.360001,38.349998,38.349998,65829500
+2019-11-15,38.939999,39.369999,38.340000,38.560001,38.560001,62958500
+2019-11-18,38.650002,39.990002,38.599998,39.880001,39.880001,66102800
+2019-11-19,40.139999,41.790001,39.689999,41.290001,41.290001,94373000
+2019-11-20,40.959999,41.750000,40.070000,40.980000,40.980000,79767900
+2019-11-21,40.419998,40.709999,38.639999,39.520000,39.520000,88069400
+2019-11-22,39.360001,39.889999,38.189999,39.150002,39.150002,56931900
+2019-11-25,39.500000,40.169998,39.490002,39.790001,39.790001,45769500
+2019-11-26,39.299999,39.480000,38.810001,38.990002,38.990002,43603300
+2019-11-27,39.459999,39.759998,39.070000,39.410000,39.410000,33630100
+2019-11-29,39.099998,39.520000,39.020000,39.150002,39.150002,17609900
+2019-12-02,39.320000,39.410000,38.439999,38.730000,38.730000,35710200
+2019-12-03,37.340000,38.930000,37.150002,38.900002,38.900002,51556400
+2019-12-04,39.380001,39.820000,39.130001,39.689999,39.689999,44299400
+2019-12-05,39.950001,40.220001,39.549999,39.619999,39.619999,35574000
+2019-12-06,40.099998,40.189999,39.560001,39.630001,39.630001,31101400
+2019-12-09,39.459999,39.840000,38.910000,38.930000,38.930000,27928100
+2019-12-10,39.200001,39.730000,38.820000,39.439999,39.439999,33733600
+2019-12-11,39.439999,39.610001,39.040001,39.470001,39.470001,31698300
+2019-12-12,39.400002,42.619999,39.250000,42.590000,42.590000,86878000
+2019-12-13,42.349998,42.950001,41.060001,41.150002,41.150002,79927800
+2019-12-16,41.730000,42.980000,41.730000,42.349998,42.349998,58824900
+2019-12-17,42.509998,43.110001,42.150002,42.770000,42.770000,44852000
+2019-12-18,42.790001,43.060001,42.240002,42.299999,42.299999,39083300
+2019-12-19,42.630001,43.340000,42.599998,42.830002,42.830002,45883000
+2019-12-20,43.439999,44.259998,43.259998,44.150002,44.150002,68104700
+2019-12-23,44.580002,45.630001,44.389999,45.459999,45.459999,55886500
+2019-12-24,46.099998,46.610001,45.770000,46.540001,46.540001,44432200
+2019-12-26,46.990002,47.310001,45.660000,46.630001,46.630001,57562800
+2019-12-27,46.849998,46.880001,45.980000,46.180000,46.180000,36581300
+2019-12-30,46.139999,46.169998,44.660000,45.520000,45.520000,41149700
+2019-12-31,45.070000,46.090000,44.919998,45.860001,45.860001,31673200
+2020-01-02,46.860001,49.250000,46.630001,49.099998,49.099998,80331100
+2020-01-03,48.029999,49.389999,47.540001,48.599998,48.599998,73127400
+2020-01-06,48.020000,48.860001,47.860001,48.389999,48.389999,47934900
+2020-01-07,49.349998,49.389999,48.040001,48.250000,48.250000,58061400
+2020-01-08,47.849998,48.299999,47.139999,47.830002,47.830002,53767000
+2020-01-09,48.939999,49.959999,48.389999,48.970001,48.970001,76512800
+2020-01-10,49.259998,49.290001,48.000000,48.169998,48.169998,44133700
+2020-01-13,48.660000,48.860001,48.240002,48.750000,48.750000,34266800
+2020-01-14,48.639999,49.040001,47.910000,48.209999,48.209999,38563200
+2020-01-15,48.230000,49.080002,48.119999,48.549999,48.549999,40199900
+2020-01-16,49.169998,50.310001,48.990002,49.770000,49.770000,58898900
+2020-01-17,50.200001,51.049999,49.900002,50.930000,50.930000,57722500
+2020-01-21,50.959999,51.810001,50.700001,51.049999,51.049999,49095000
+2020-01-22,51.630001,51.880001,51.200001,51.430000,51.430000,40772200
+2020-01-23,51.340000,51.750000,50.740002,51.709999,51.709999,40135400
+2020-01-24,52.279999,52.810001,49.470001,50.349998,50.349998,80004900
+2020-01-27,48.450001,49.790001,47.900002,49.259998,49.259998,48878600
+2020-01-28,50.029999,50.849998,49.480000,50.529999,50.529999,62343800
+2020-01-29,47.840000,48.070000,46.099998,47.509998,47.509998,112349900
+2020-01-30,46.490002,48.810001,46.130001,48.779999,48.779999,70460200
+2020-01-31,48.400002,48.580002,46.790001,47.000000,47.000000,60322400
+2020-02-03,46.400002,48.099998,46.230000,48.020000,48.020000,47077000
+2020-02-04,49.209999,49.750000,48.610001,49.450001,49.450001,46302100
+2020-02-05,50.290001,50.419998,49.310001,49.840000,49.840000,42737100
+2020-02-06,48.799999,49.389999,47.630001,49.320000,49.320000,48670600
+2020-02-07,48.910000,50.669998,48.639999,49.730000,49.730000,53107600
+2020-02-10,49.470001,52.299999,49.349998,52.259998,52.259998,60971700
+2020-02-11,53.220001,54.480000,52.910000,53.799999,53.799999,74719100
+2020-02-12,54.529999,54.849998,53.529999,53.889999,53.889999,45994900
+2020-02-13,53.430000,55.029999,53.340000,54.529999,54.529999,51640000
+2020-02-14,55.189999,55.400002,54.560001,55.310001,55.310001,52365400
+2020-02-18,54.939999,58.130001,54.840000,56.889999,56.889999,70133200
+2020-02-19,57.990002,59.270000,57.509998,58.900002,58.900002,58597300
+2020-02-20,58.439999,59.020000,56.150002,57.270000,57.270000,74203400
+2020-02-21,56.709999,56.799999,52.889999,53.279999,53.279999,88271100
+2020-02-24,48.180000,50.279999,47.490002,49.119999,49.119999,86624100
+2020-02-25,51.139999,51.240002,47.119999,47.570000,47.570000,88699400
+2020-02-26,47.700001,49.290001,47.070000,47.490002,47.490002,86378400
+2020-02-27,45.380001,46.240002,42.209999,44.009998,44.009998,106416200
+2020-02-28,41.360001,46.150002,41.040001,45.480000,45.480000,100667700
+2020-03-02,47.419998,47.680000,44.660000,47.459999,47.459999,102324700
+2020-03-03,49.029999,50.200001,45.669998,46.750000,46.750000,141972300
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80357400
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63164100
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72854800
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40774200
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48679100
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64948300
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44800700
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71699700
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65737300
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88607800
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,56117100
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40446700
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58670500
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57305100
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
\ No newline at end of file
diff --git a/AMD_Dataset/AMD2015-2020.csv b/AMD_Dataset/AMD2015-2020.csv
new file mode 100644
index 0000000..22072f4
--- /dev/null
+++ b/AMD_Dataset/AMD2015-2020.csv
@@ -0,0 +1,1511 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2015-01-02,2.670000,2.670000,2.670000,2.670000,2.670000,0
+2015-01-05,2.670000,2.700000,2.640000,2.660000,2.660000,8878200
+2015-01-06,2.650000,2.660000,2.550000,2.630000,2.630000,13912500
+2015-01-07,2.630000,2.650000,2.540000,2.580000,2.580000,12377600
+2015-01-08,2.590000,2.650000,2.560000,2.610000,2.610000,11136600
+2015-01-09,2.630000,2.640000,2.580000,2.630000,2.630000,8907600
+2015-01-12,2.620000,2.640000,2.550000,2.630000,2.630000,9979600
+2015-01-13,2.640000,2.680000,2.600000,2.660000,2.660000,17907400
+2015-01-14,2.600000,2.660000,2.580000,2.630000,2.630000,9989900
+2015-01-15,2.620000,2.650000,2.490000,2.520000,2.520000,17744000
+2015-01-16,2.520000,2.530000,2.390000,2.390000,2.390000,30192400
+2015-01-20,2.390000,2.430000,2.190000,2.240000,2.240000,56713300
+2015-01-21,2.180000,2.450000,2.140000,2.450000,2.450000,46530800
+2015-01-22,2.420000,2.500000,2.370000,2.470000,2.470000,36169600
+2015-01-23,2.480000,2.500000,2.430000,2.450000,2.450000,11107200
+2015-01-26,2.440000,2.640000,2.440000,2.610000,2.610000,36571300
+2015-01-27,2.580000,2.840000,2.560000,2.700000,2.700000,51805800
+2015-01-28,2.710000,2.750000,2.600000,2.630000,2.630000,24786200
+2015-01-29,2.630000,2.690000,2.510000,2.610000,2.610000,17790200
+2015-01-30,2.560000,2.600000,2.510000,2.570000,2.570000,12908200
+2015-02-02,2.690000,2.750000,2.650000,2.670000,2.670000,25688700
+2015-02-03,2.700000,2.800000,2.680000,2.760000,2.760000,22592300
+2015-02-04,2.780000,2.920000,2.760000,2.850000,2.850000,34829300
+2015-02-05,2.880000,3.370000,2.870000,3.310000,3.310000,73355600
+2015-02-06,3.200000,3.210000,3.000000,3.030000,3.030000,38300000
+2015-02-09,3.030000,3.070000,2.930000,3.040000,3.040000,24133800
+2015-02-10,3.070000,3.100000,3.010000,3.040000,3.040000,13995100
+2015-02-11,3.030000,3.100000,3.000000,3.070000,3.070000,11741100
+2015-02-12,3.080000,3.150000,3.050000,3.120000,3.120000,12975000
+2015-02-13,3.130000,3.180000,3.110000,3.150000,3.150000,9627600
+2015-02-17,3.160000,3.170000,3.080000,3.110000,3.110000,8678100
+2015-02-18,3.110000,3.140000,3.060000,3.080000,3.080000,7286100
+2015-02-19,3.060000,3.080000,3.010000,3.060000,3.060000,6573600
+2015-02-20,3.030000,3.130000,3.020000,3.060000,3.060000,10666700
+2015-02-23,3.050000,3.100000,3.030000,3.060000,3.060000,6323500
+2015-02-24,3.060000,3.120000,3.020000,3.110000,3.110000,10916300
+2015-02-25,3.080000,3.140000,3.060000,3.100000,3.100000,6151300
+2015-02-26,3.100000,3.130000,3.060000,3.080000,3.080000,8680900
+2015-02-27,3.070000,3.120000,3.070000,3.110000,3.110000,7150200
+2015-03-02,3.130000,3.230000,3.110000,3.210000,3.210000,15638100
+2015-03-03,3.200000,3.230000,3.130000,3.140000,3.140000,8644000
+2015-03-04,3.140000,3.140000,3.010000,3.050000,3.050000,12122100
+2015-03-05,3.100000,3.100000,2.980000,2.980000,2.980000,11472300
+2015-03-06,2.960000,2.990000,2.830000,2.920000,2.920000,16785200
+2015-03-09,2.920000,2.980000,2.900000,2.930000,2.930000,12405900
+2015-03-10,2.970000,2.980000,2.920000,2.920000,2.920000,10312400
+2015-03-11,2.920000,2.950000,2.800000,2.840000,2.840000,11772800
+2015-03-12,2.760000,2.790000,2.720000,2.760000,2.760000,13847200
+2015-03-13,2.740000,2.780000,2.710000,2.750000,2.750000,8098100
+2015-03-16,2.750000,2.810000,2.750000,2.760000,2.760000,6132900
+2015-03-17,2.750000,2.800000,2.740000,2.770000,2.770000,7742200
+2015-03-18,2.770000,2.820000,2.720000,2.750000,2.750000,11385200
+2015-03-19,2.760000,2.780000,2.730000,2.740000,2.740000,8819400
+2015-03-20,2.760000,2.800000,2.740000,2.800000,2.800000,10764800
+2015-03-23,2.810000,2.850000,2.800000,2.840000,2.840000,7450200
+2015-03-24,2.850000,2.850000,2.760000,2.790000,2.790000,8724500
+2015-03-25,2.780000,2.790000,2.560000,2.630000,2.630000,26985300
+2015-03-26,2.590000,2.700000,2.530000,2.650000,2.650000,28286300
+2015-03-27,2.700000,2.800000,2.630000,2.720000,2.720000,16844100
+2015-03-30,2.730000,2.760000,2.660000,2.700000,2.700000,8557500
+2015-03-31,2.660000,2.700000,2.650000,2.680000,2.680000,7025000
+2015-04-01,2.660000,2.750000,2.650000,2.690000,2.690000,11240500
+2015-04-02,2.660000,2.700000,2.650000,2.690000,2.690000,7047600
+2015-04-06,2.680000,2.730000,2.680000,2.700000,2.700000,8178500
+2015-04-07,2.700000,2.740000,2.690000,2.700000,2.700000,5738100
+2015-04-08,2.680000,2.740000,2.680000,2.710000,2.710000,4349000
+2015-04-09,2.690000,2.750000,2.690000,2.720000,2.720000,7127600
+2015-04-10,2.740000,2.780000,2.730000,2.760000,2.760000,6184800
+2015-04-13,2.760000,2.800000,2.730000,2.780000,2.780000,8391500
+2015-04-14,2.770000,2.790000,2.650000,2.670000,2.670000,13364100
+2015-04-15,2.700000,2.740000,2.650000,2.700000,2.700000,15281400
+2015-04-16,2.720000,2.940000,2.700000,2.870000,2.870000,28617300
+2015-04-17,2.540000,2.580000,2.450000,2.580000,2.580000,53185300
+2015-04-20,2.560000,2.570000,2.450000,2.490000,2.490000,29164300
+2015-04-21,2.530000,2.530000,2.350000,2.350000,2.350000,31279400
+2015-04-22,2.350000,2.360000,2.250000,2.280000,2.280000,27634900
+2015-04-23,2.280000,2.360000,2.260000,2.330000,2.330000,15130400
+2015-04-24,2.360000,2.380000,2.300000,2.300000,2.300000,15001200
+2015-04-27,2.300000,2.360000,2.290000,2.340000,2.340000,13486900
+2015-04-28,2.360000,2.370000,2.310000,2.310000,2.310000,11448700
+2015-04-29,2.300000,2.330000,2.270000,2.280000,2.280000,11870200
+2015-04-30,2.280000,2.310000,2.260000,2.260000,2.260000,11465300
+2015-05-01,2.260000,2.310000,2.250000,2.310000,2.310000,11662800
+2015-05-04,2.310000,2.360000,2.300000,2.310000,2.310000,9670100
+2015-05-05,2.340000,2.340000,2.250000,2.280000,2.280000,12371600
+2015-05-06,2.290000,2.310000,2.240000,2.290000,2.290000,18492100
+2015-05-07,2.320000,2.320000,2.260000,2.320000,2.320000,15015600
+2015-05-08,2.330000,2.360000,2.300000,2.310000,2.310000,9758800
+2015-05-11,2.310000,2.350000,2.310000,2.320000,2.320000,10046900
+2015-05-12,2.320000,2.350000,2.300000,2.350000,2.350000,10017500
+2015-05-13,2.360000,2.380000,2.350000,2.370000,2.370000,7575900
+2015-05-14,2.380000,2.390000,2.330000,2.330000,2.330000,8865100
+2015-05-15,2.330000,2.380000,2.320000,2.320000,2.320000,8054800
+2015-05-18,2.350000,2.360000,2.330000,2.350000,2.350000,4732800
+2015-05-19,2.360000,2.370000,2.280000,2.280000,2.280000,9588400
+2015-05-20,2.300000,2.330000,2.280000,2.320000,2.320000,6947700
+2015-05-21,2.310000,2.350000,2.280000,2.280000,2.280000,7127700
+2015-05-22,2.300000,2.310000,2.270000,2.280000,2.280000,12845400
+2015-05-26,2.270000,2.280000,2.220000,2.220000,2.220000,10007800
+2015-05-27,2.240000,2.280000,2.200000,2.280000,2.280000,17511000
+2015-05-28,2.280000,2.330000,2.270000,2.270000,2.270000,12354600
+2015-05-29,2.270000,2.320000,2.250000,2.280000,2.280000,7750500
+2015-06-01,2.290000,2.300000,2.250000,2.250000,2.250000,6803700
+2015-06-02,2.260000,2.300000,2.250000,2.300000,2.300000,7106000
+2015-06-03,2.300000,2.320000,2.280000,2.280000,2.280000,8062300
+2015-06-04,2.280000,2.330000,2.260000,2.330000,2.330000,11575800
+2015-06-05,2.310000,2.340000,2.290000,2.330000,2.330000,7349700
+2015-06-08,2.310000,2.330000,2.290000,2.310000,2.310000,6212900
+2015-06-09,2.350000,2.360000,2.280000,2.290000,2.290000,12282700
+2015-06-10,2.310000,2.350000,2.300000,2.320000,2.320000,8161200
+2015-06-11,2.340000,2.350000,2.310000,2.320000,2.320000,7671000
+2015-06-12,2.310000,2.330000,2.300000,2.310000,2.310000,4557600
+2015-06-15,2.320000,2.350000,2.290000,2.320000,2.320000,8627800
+2015-06-16,2.320000,2.370000,2.320000,2.350000,2.350000,9795000
+2015-06-17,2.370000,2.540000,2.350000,2.470000,2.470000,27497900
+2015-06-18,2.500000,2.590000,2.480000,2.520000,2.520000,25400200
+2015-06-19,2.530000,2.590000,2.460000,2.580000,2.580000,25551700
+2015-06-22,2.610000,2.670000,2.580000,2.620000,2.620000,19410100
+2015-06-23,2.620000,2.640000,2.550000,2.610000,2.610000,17919600
+2015-06-24,2.600000,2.660000,2.570000,2.620000,2.620000,17516700
+2015-06-25,2.620000,2.660000,2.570000,2.580000,2.580000,18360200
+2015-06-26,2.540000,2.550000,2.370000,2.470000,2.470000,97054200
+2015-06-29,2.410000,2.420000,2.310000,2.340000,2.340000,22971500
+2015-06-30,2.430000,2.430000,2.350000,2.400000,2.400000,19381300
+2015-07-01,2.470000,2.480000,2.360000,2.420000,2.420000,19375000
+2015-07-02,2.430000,2.630000,2.390000,2.530000,2.530000,31185900
+2015-07-06,2.460000,2.540000,2.440000,2.470000,2.470000,20349400
+2015-07-07,2.040000,2.140000,2.020000,2.090000,2.090000,46418700
+2015-07-08,2.070000,2.070000,2.010000,2.010000,2.010000,15302900
+2015-07-09,2.040000,2.060000,1.930000,1.980000,1.980000,23378200
+2015-07-10,2.000000,2.030000,1.950000,1.960000,1.960000,17520800
+2015-07-13,1.970000,1.990000,1.950000,1.960000,1.960000,9080900
+2015-07-14,2.030000,2.060000,1.970000,2.050000,2.050000,15812300
+2015-07-15,2.070000,2.090000,1.950000,1.960000,1.960000,13517800
+2015-07-16,1.970000,2.000000,1.870000,1.870000,1.870000,20653300
+2015-07-17,1.870000,1.900000,1.740000,1.790000,1.790000,28127100
+2015-07-20,1.820000,1.840000,1.770000,1.800000,1.800000,12142400
+2015-07-21,1.820000,1.830000,1.780000,1.800000,1.800000,15034500
+2015-07-22,1.800000,1.810000,1.760000,1.790000,1.790000,16043400
+2015-07-23,1.800000,1.810000,1.750000,1.760000,1.760000,10641900
+2015-07-24,1.760000,1.770000,1.650000,1.670000,1.670000,16478400
+2015-07-27,1.670000,1.700000,1.610000,1.620000,1.620000,11916500
+2015-07-28,1.620000,1.770000,1.620000,1.770000,1.770000,14614600
+2015-07-29,1.770000,1.990000,1.760000,1.960000,1.960000,25582200
+2015-07-30,1.940000,1.990000,1.880000,1.930000,1.930000,15837400
+2015-07-31,1.940000,1.990000,1.920000,1.930000,1.930000,7733700
+2015-08-03,1.930000,2.200000,1.900000,2.200000,2.200000,26218200
+2015-08-04,2.180000,2.180000,2.050000,2.130000,2.130000,14328400
+2015-08-05,2.110000,2.210000,2.100000,2.160000,2.160000,13236000
+2015-08-06,2.150000,2.170000,2.100000,2.110000,2.110000,9475000
+2015-08-07,2.100000,2.140000,2.060000,2.090000,2.090000,7680800
+2015-08-10,1.920000,1.980000,1.820000,1.930000,1.930000,29926200
+2015-08-11,1.910000,1.930000,1.880000,1.900000,1.900000,7479200
+2015-08-12,1.880000,1.930000,1.840000,1.900000,1.900000,8521200
+2015-08-13,1.900000,1.910000,1.790000,1.790000,1.790000,7839700
+2015-08-14,1.800000,1.850000,1.790000,1.840000,1.840000,6183400
+2015-08-17,1.820000,1.880000,1.800000,1.800000,1.800000,9062400
+2015-08-18,1.790000,1.820000,1.750000,1.800000,1.800000,9751900
+2015-08-19,1.800000,1.810000,1.760000,1.800000,1.800000,7441200
+2015-08-20,1.790000,1.800000,1.700000,1.700000,1.700000,13745700
+2015-08-21,1.680000,1.800000,1.680000,1.780000,1.780000,12529500
+2015-08-24,1.690000,1.830000,1.650000,1.750000,1.750000,17217400
+2015-08-25,1.820000,1.820000,1.660000,1.660000,1.660000,12097700
+2015-08-26,1.690000,1.730000,1.660000,1.720000,1.720000,10715300
+2015-08-27,1.740000,1.840000,1.740000,1.780000,1.780000,11839300
+2015-08-28,1.750000,1.870000,1.750000,1.850000,1.850000,10924600
+2015-08-31,1.820000,1.870000,1.790000,1.810000,1.810000,6516000
+2015-09-01,1.770000,1.820000,1.710000,1.710000,1.710000,8470700
+2015-09-02,1.750000,1.770000,1.720000,1.770000,1.770000,6306100
+2015-09-03,1.760000,1.850000,1.760000,1.790000,1.790000,7154200
+2015-09-04,1.760000,1.840000,1.760000,1.820000,1.820000,6725300
+2015-09-08,1.850000,1.880000,1.830000,1.880000,1.880000,6009500
+2015-09-09,1.900000,1.970000,1.830000,1.850000,1.850000,12612300
+2015-09-10,1.840000,1.880000,1.830000,1.840000,1.840000,4290400
+2015-09-11,1.880000,2.140000,1.810000,2.010000,2.010000,31010300
+2015-09-14,2.000000,2.000000,1.810000,1.820000,1.820000,16458500
+2015-09-15,1.840000,1.870000,1.810000,1.860000,1.860000,6524400
+2015-09-16,1.870000,1.900000,1.850000,1.890000,1.890000,4928300
+2015-09-17,1.900000,1.940000,1.870000,1.890000,1.890000,5831600
+2015-09-18,1.870000,1.920000,1.850000,1.870000,1.870000,11814000
+2015-09-21,1.870000,1.900000,1.810000,1.810000,1.810000,5377800
+2015-09-22,1.800000,1.840000,1.720000,1.730000,1.730000,9975200
+2015-09-23,1.760000,1.780000,1.690000,1.700000,1.700000,9649200
+2015-09-24,1.680000,1.730000,1.660000,1.720000,1.720000,11247700
+2015-09-25,1.750000,1.750000,1.680000,1.710000,1.710000,5644600
+2015-09-28,1.690000,1.700000,1.660000,1.660000,1.660000,5693100
+2015-09-29,1.670000,1.690000,1.650000,1.670000,1.670000,7005300
+2015-09-30,1.700000,1.720000,1.680000,1.720000,1.720000,5739500
+2015-10-01,1.770000,1.770000,1.720000,1.740000,1.740000,5531700
+2015-10-02,1.760000,1.830000,1.720000,1.830000,1.830000,7146100
+2015-10-05,1.820000,1.870000,1.770000,1.800000,1.800000,7595600
+2015-10-06,1.800000,1.860000,1.800000,1.830000,1.830000,8558400
+2015-10-07,1.820000,1.870000,1.820000,1.860000,1.860000,7859200
+2015-10-08,1.870000,1.950000,1.850000,1.930000,1.930000,9198700
+2015-10-09,1.920000,1.960000,1.890000,1.960000,1.960000,8629100
+2015-10-12,1.960000,1.960000,1.850000,1.870000,1.870000,7686600
+2015-10-13,1.870000,1.940000,1.860000,1.920000,1.920000,6698400
+2015-10-14,1.920000,1.960000,1.920000,1.950000,1.950000,10184300
+2015-10-15,1.970000,2.060000,1.950000,1.970000,1.970000,27327100
+2015-10-16,2.000000,2.000000,1.890000,1.940000,1.940000,21544900
+2015-10-19,1.910000,2.010000,1.910000,2.010000,2.010000,10670800
+2015-10-20,2.000000,2.030000,1.970000,2.020000,2.020000,5584200
+2015-10-21,2.020000,2.120000,2.010000,2.100000,2.100000,14944100
+2015-10-22,2.100000,2.160000,2.090000,2.140000,2.140000,8208400
+2015-10-23,2.100000,2.210000,2.100000,2.210000,2.210000,9564200
+2015-10-26,2.210000,2.210000,2.120000,2.150000,2.150000,6313500
+2015-10-27,2.120000,2.160000,2.100000,2.150000,2.150000,5755600
+2015-10-28,2.140000,2.200000,2.120000,2.180000,2.180000,6950600
+2015-10-29,2.150000,2.180000,2.110000,2.130000,2.130000,4500400
+2015-10-30,2.140000,2.150000,2.120000,2.120000,2.120000,4897100
+2015-11-02,2.130000,2.190000,2.110000,2.190000,2.190000,5858700
+2015-11-03,2.160000,2.290000,2.160000,2.280000,2.280000,8705800
+2015-11-04,2.270000,2.300000,2.180000,2.200000,2.200000,8205300
+2015-11-05,2.210000,2.240000,2.170000,2.200000,2.200000,4302200
+2015-11-06,2.190000,2.210000,2.130000,2.150000,2.150000,8997100
+2015-11-09,2.150000,2.180000,2.100000,2.110000,2.110000,6231200
+2015-11-10,2.090000,2.100000,2.020000,2.020000,2.020000,6162200
+2015-11-11,2.020000,2.090000,2.020000,2.070000,2.070000,3532100
+2015-11-12,2.050000,2.070000,2.000000,2.000000,2.000000,3576800
+2015-11-13,1.990000,2.040000,1.940000,1.990000,1.990000,5920200
+2015-11-16,1.990000,2.020000,1.950000,1.990000,1.990000,4149700
+2015-11-17,2.010000,2.040000,1.970000,1.980000,1.980000,5825100
+2015-11-18,1.990000,2.150000,1.980000,2.120000,2.120000,9384700
+2015-11-19,2.100000,2.160000,2.090000,2.140000,2.140000,4704300
+2015-11-20,2.140000,2.250000,2.130000,2.220000,2.220000,10727100
+2015-11-23,2.220000,2.240000,2.180000,2.220000,2.220000,4863200
+2015-11-24,2.200000,2.400000,2.170000,2.340000,2.340000,15859700
+2015-11-25,2.360000,2.400000,2.310000,2.380000,2.380000,6914800
+2015-11-27,2.370000,2.380000,2.320000,2.330000,2.330000,2606600
+2015-11-30,2.340000,2.370000,2.250000,2.360000,2.360000,9924400
+2015-12-01,2.360000,2.370000,2.310000,2.340000,2.340000,5646400
+2015-12-02,2.310000,2.340000,2.230000,2.270000,2.270000,7501700
+2015-12-03,2.250000,2.310000,2.200000,2.230000,2.230000,7059900
+2015-12-04,2.230000,2.290000,2.210000,2.280000,2.280000,4572600
+2015-12-07,2.260000,2.360000,2.210000,2.360000,2.360000,8479600
+2015-12-08,2.340000,2.400000,2.250000,2.390000,2.390000,9055500
+2015-12-09,2.370000,2.400000,2.320000,2.350000,2.350000,8710000
+2015-12-10,2.360000,2.500000,2.330000,2.450000,2.450000,13069400
+2015-12-11,2.410000,2.470000,2.360000,2.360000,2.360000,11890000
+2015-12-14,2.360000,2.390000,2.300000,2.340000,2.340000,7625700
+2015-12-15,2.350000,2.430000,2.320000,2.360000,2.360000,7423900
+2015-12-16,2.390000,2.550000,2.370000,2.540000,2.540000,19543600
+2015-12-17,2.520000,2.600000,2.520000,2.560000,2.560000,11374100
+2015-12-18,2.510000,2.550000,2.420000,2.450000,2.450000,17988100
+2015-12-21,2.470000,2.530000,2.430000,2.530000,2.530000,6876600
+2015-12-22,2.550000,2.780000,2.540000,2.770000,2.770000,24893200
+2015-12-23,2.760000,2.940000,2.750000,2.830000,2.830000,30365300
+2015-12-24,2.880000,3.000000,2.860000,2.920000,2.920000,11890900
+2015-12-28,2.910000,3.020000,2.860000,3.000000,3.000000,16050500
+2015-12-29,3.040000,3.060000,2.970000,3.000000,3.000000,15300900
+2015-12-30,2.990000,3.040000,2.930000,2.980000,2.980000,10046600
+2015-12-31,2.970000,3.010000,2.870000,2.870000,2.870000,11086100
+2016-01-04,2.770000,2.820000,2.630000,2.770000,2.770000,32516800
+2016-01-05,2.770000,2.800000,2.640000,2.750000,2.750000,12972300
+2016-01-06,2.660000,2.710000,2.470000,2.510000,2.510000,23759400
+2016-01-07,2.430000,2.480000,2.260000,2.280000,2.280000,22203500
+2016-01-08,2.360000,2.420000,2.100000,2.140000,2.140000,31822400
+2016-01-11,2.160000,2.360000,2.120000,2.340000,2.340000,19629300
+2016-01-12,2.400000,2.460000,2.280000,2.390000,2.390000,17986100
+2016-01-13,2.400000,2.450000,2.210000,2.250000,2.250000,12749700
+2016-01-14,2.290000,2.350000,2.210000,2.210000,2.210000,15666600
+2016-01-15,2.100000,2.130000,1.990000,2.030000,2.030000,21199300
+2016-01-19,2.080000,2.110000,1.900000,1.950000,1.950000,18978900
+2016-01-20,1.810000,1.950000,1.750000,1.800000,1.800000,29243600
+2016-01-21,1.820000,2.180000,1.810000,2.090000,2.090000,26387900
+2016-01-22,2.110000,2.170000,1.980000,2.020000,2.020000,16245500
+2016-01-25,2.010000,2.150000,2.010000,2.120000,2.120000,13080900
+2016-01-26,2.140000,2.150000,2.030000,2.070000,2.070000,11097400
+2016-01-27,2.080000,2.180000,2.070000,2.130000,2.130000,10833200
+2016-01-28,2.160000,2.170000,2.070000,2.080000,2.080000,7118400
+2016-01-29,2.090000,2.200000,2.070000,2.200000,2.200000,11998100
+2016-02-01,2.170000,2.190000,2.110000,2.140000,2.140000,8816100
+2016-02-02,2.110000,2.140000,1.960000,1.990000,1.990000,11224100
+2016-02-03,2.040000,2.080000,1.950000,2.070000,2.070000,9978600
+2016-02-04,2.060000,2.170000,2.030000,2.090000,2.090000,8284800
+2016-02-05,2.060000,2.080000,1.980000,1.980000,1.980000,7914400
+2016-02-08,1.970000,1.980000,1.870000,1.930000,1.930000,11589000
+2016-02-09,1.890000,2.000000,1.850000,1.900000,1.900000,14991500
+2016-02-10,1.920000,1.980000,1.830000,1.840000,1.840000,9466100
+2016-02-11,1.820000,1.940000,1.810000,1.860000,1.860000,7858300
+2016-02-12,1.890000,1.910000,1.820000,1.830000,1.830000,9957300
+2016-02-16,1.860000,1.900000,1.820000,1.830000,1.830000,11853400
+2016-02-17,1.850000,1.940000,1.850000,1.900000,1.900000,13770200
+2016-02-18,1.930000,1.980000,1.900000,1.910000,1.910000,10823400
+2016-02-19,1.930000,1.930000,1.830000,1.910000,1.910000,7784100
+2016-02-22,1.940000,2.040000,1.930000,2.010000,2.010000,9895500
+2016-02-23,2.040000,2.060000,1.970000,1.970000,1.970000,6710600
+2016-02-24,1.980000,2.040000,1.930000,2.020000,2.020000,6906200
+2016-02-25,2.020000,2.040000,1.980000,2.030000,2.030000,5614400
+2016-02-26,2.040000,2.100000,2.030000,2.070000,2.070000,7911500
+2016-02-29,2.060000,2.150000,2.050000,2.140000,2.140000,11400300
+2016-03-01,2.160000,2.200000,2.120000,2.180000,2.180000,9011200
+2016-03-02,2.200000,2.330000,2.180000,2.320000,2.320000,10845700
+2016-03-03,2.320000,2.550000,2.300000,2.460000,2.460000,22092400
+2016-03-04,2.420000,2.500000,2.340000,2.370000,2.370000,15449000
+2016-03-07,2.360000,2.470000,2.360000,2.470000,2.470000,8754300
+2016-03-08,2.440000,2.460000,2.300000,2.300000,2.300000,10026900
+2016-03-09,2.320000,2.350000,2.200000,2.260000,2.260000,13082400
+2016-03-10,2.290000,2.310000,2.150000,2.260000,2.260000,9603500
+2016-03-11,2.290000,2.540000,2.290000,2.520000,2.520000,21382400
+2016-03-14,2.530000,2.750000,2.500000,2.720000,2.720000,33848000
+2016-03-15,2.670000,2.690000,2.450000,2.490000,2.490000,21573600
+2016-03-16,2.500000,2.640000,2.490000,2.630000,2.630000,13015700
+2016-03-17,2.770000,2.810000,2.700000,2.800000,2.800000,29000800
+2016-03-18,2.800000,2.930000,2.770000,2.930000,2.930000,26330500
+2016-03-21,2.900000,2.900000,2.750000,2.800000,2.800000,13464900
+2016-03-22,2.730000,2.850000,2.710000,2.790000,2.790000,10315800
+2016-03-23,2.800000,2.830000,2.680000,2.680000,2.680000,10167100
+2016-03-24,2.690000,2.810000,2.620000,2.790000,2.790000,10040200
+2016-03-28,2.810000,2.840000,2.730000,2.780000,2.780000,7683700
+2016-03-29,2.740000,2.880000,2.700000,2.860000,2.860000,13616200
+2016-03-30,2.880000,2.980000,2.850000,2.860000,2.860000,14945900
+2016-03-31,2.840000,2.880000,2.800000,2.850000,2.850000,9071500
+2016-04-01,2.790000,2.880000,2.760000,2.830000,2.830000,8257700
+2016-04-04,2.830000,2.870000,2.800000,2.830000,2.830000,5591100
+2016-04-05,2.760000,2.840000,2.720000,2.760000,2.760000,9640200
+2016-04-06,2.750000,2.800000,2.720000,2.800000,2.800000,12534600
+2016-04-07,2.760000,2.830000,2.610000,2.640000,2.640000,13479200
+2016-04-08,2.700000,2.760000,2.680000,2.740000,2.740000,8489000
+2016-04-11,2.760000,2.820000,2.740000,2.760000,2.760000,9045100
+2016-04-12,2.790000,2.850000,2.760000,2.810000,2.810000,16131900
+2016-04-13,2.780000,2.820000,2.730000,2.800000,2.800000,8048000
+2016-04-14,2.770000,2.790000,2.700000,2.720000,2.720000,8985300
+2016-04-15,2.720000,2.750000,2.680000,2.700000,2.700000,7487500
+2016-04-18,2.670000,2.800000,2.650000,2.760000,2.760000,8938800
+2016-04-19,2.780000,2.780000,2.610000,2.620000,2.620000,11719900
+2016-04-20,2.620000,2.720000,2.610000,2.700000,2.700000,7926100
+2016-04-21,2.650000,2.700000,2.600000,2.620000,2.620000,13957200
+2016-04-22,3.190000,3.990000,3.180000,3.990000,3.990000,143265300
+2016-04-25,3.810000,3.820000,3.310000,3.450000,3.450000,80607900
+2016-04-26,3.450000,3.750000,3.440000,3.660000,3.660000,36336900
+2016-04-27,3.550000,3.750000,3.530000,3.730000,3.730000,24186800
+2016-04-28,3.690000,3.800000,3.600000,3.610000,3.610000,20230000
+2016-04-29,3.690000,3.690000,3.450000,3.550000,3.550000,17717800
+2016-05-02,3.580000,3.750000,3.570000,3.740000,3.740000,16972800
+2016-05-03,3.700000,3.710000,3.580000,3.600000,3.600000,13784800
+2016-05-04,3.540000,3.670000,3.540000,3.600000,3.600000,8688500
+2016-05-05,3.640000,3.800000,3.610000,3.660000,3.660000,21529600
+2016-05-06,3.650000,3.750000,3.640000,3.680000,3.680000,11839300
+2016-05-09,3.660000,3.680000,3.450000,3.650000,3.650000,16299400
+2016-05-10,3.660000,3.680000,3.560000,3.640000,3.640000,9415100
+2016-05-11,3.610000,3.680000,3.600000,3.650000,3.650000,7540300
+2016-05-12,3.650000,3.680000,3.550000,3.590000,3.590000,9255800
+2016-05-13,3.560000,3.730000,3.550000,3.670000,3.670000,16470100
+2016-05-16,3.670000,3.850000,3.650000,3.790000,3.790000,14703800
+2016-05-17,3.800000,3.980000,3.690000,3.790000,3.790000,20066100
+2016-05-18,3.790000,3.970000,3.770000,3.840000,3.840000,19487500
+2016-05-19,3.830000,3.850000,3.690000,3.770000,3.770000,17696900
+2016-05-20,3.830000,3.900000,3.810000,3.870000,3.870000,13799600
+2016-05-23,3.900000,4.200000,3.880000,4.040000,4.040000,35467000
+2016-05-24,4.090000,4.210000,3.920000,4.200000,4.200000,34283900
+2016-05-25,4.240000,4.350000,4.150000,4.180000,4.180000,24703600
+2016-05-26,4.190000,4.380000,4.170000,4.350000,4.350000,22625700
+2016-05-27,4.390000,4.630000,4.370000,4.600000,4.600000,34429600
+2016-05-31,4.670000,4.710000,4.500000,4.570000,4.570000,25379200
+2016-06-01,4.600000,4.640000,4.380000,4.430000,4.430000,29696400
+2016-06-02,4.370000,4.400000,4.070000,4.240000,4.240000,35335000
+2016-06-03,4.160000,4.200000,4.080000,4.160000,4.160000,17561800
+2016-06-06,4.200000,4.510000,4.170000,4.470000,4.470000,21329600
+2016-06-07,4.560000,4.670000,4.470000,4.510000,4.510000,20676200
+2016-06-08,4.540000,4.560000,4.380000,4.460000,4.460000,16074300
+2016-06-09,4.410000,4.540000,4.320000,4.520000,4.520000,16219100
+2016-06-10,4.400000,4.470000,4.300000,4.320000,4.320000,15106500
+2016-06-13,4.320000,4.480000,4.320000,4.400000,4.400000,13500700
+2016-06-14,4.400000,4.510000,4.330000,4.390000,4.390000,16757400
+2016-06-15,4.440000,4.480000,4.300000,4.420000,4.420000,11575300
+2016-06-16,4.500000,4.750000,4.460000,4.750000,4.750000,34182700
+2016-06-17,4.750000,5.270000,4.680000,5.260000,5.260000,64894100
+2016-06-20,5.390000,5.450000,5.090000,5.100000,5.100000,43541300
+2016-06-21,5.100000,5.500000,5.090000,5.450000,5.450000,35864600
+2016-06-22,5.460000,5.520000,4.960000,5.020000,5.020000,47943300
+2016-06-23,5.170000,5.260000,5.050000,5.210000,5.210000,29159200
+2016-06-24,4.820000,5.070000,4.760000,4.880000,4.880000,36735200
+2016-06-27,4.880000,5.050000,4.650000,4.720000,4.720000,31025300
+2016-06-28,4.950000,5.190000,4.910000,5.120000,5.120000,29221400
+2016-06-29,5.310000,5.400000,5.100000,5.130000,5.130000,33118300
+2016-06-30,5.130000,5.190000,4.950000,5.140000,5.140000,26124800
+2016-07-01,5.090000,5.140000,5.000000,5.070000,5.070000,18255900
+2016-07-05,5.030000,5.050000,4.880000,4.960000,4.960000,16332500
+2016-07-06,4.910000,5.110000,4.900000,5.040000,5.040000,19392900
+2016-07-07,5.070000,5.100000,4.940000,5.020000,5.020000,15813800
+2016-07-08,4.840000,5.150000,4.820000,5.100000,5.100000,28140700
+2016-07-11,5.130000,5.190000,5.000000,5.010000,5.010000,21027900
+2016-07-12,5.010000,5.170000,5.010000,5.140000,5.140000,20832500
+2016-07-13,5.140000,5.190000,5.040000,5.090000,5.090000,14032500
+2016-07-14,5.150000,5.240000,5.060000,5.170000,5.170000,20050100
+2016-07-15,5.200000,5.200000,5.100000,5.140000,5.140000,14219300
+2016-07-18,5.190000,5.570000,5.130000,5.510000,5.510000,38619400
+2016-07-19,5.500000,5.550000,5.340000,5.410000,5.410000,23439600
+2016-07-20,5.480000,5.500000,5.400000,5.410000,5.410000,20102400
+2016-07-21,5.430000,5.450000,5.100000,5.220000,5.220000,40242000
+2016-07-22,5.730000,5.970000,5.450000,5.840000,5.840000,101838300
+2016-07-25,5.930000,6.950000,5.920000,6.700000,6.700000,118328600
+2016-07-26,6.760000,7.160000,6.710000,6.980000,6.980000,81230600
+2016-07-27,6.930000,6.980000,6.680000,6.850000,6.850000,38567300
+2016-07-28,6.790000,6.980000,6.740000,6.820000,6.820000,27515600
+2016-07-29,6.880000,6.960000,6.750000,6.860000,6.860000,22580500
+2016-08-01,6.890000,6.920000,6.570000,6.640000,6.640000,26729000
+2016-08-02,6.560000,6.600000,6.150000,6.260000,6.260000,40816400
+2016-08-03,6.180000,6.450000,6.150000,6.300000,6.300000,23807800
+2016-08-04,6.390000,6.610000,6.370000,6.470000,6.470000,22411000
+2016-08-05,6.560000,6.760000,6.470000,6.610000,6.610000,20164000
+2016-08-08,6.700000,6.850000,6.650000,6.680000,6.680000,21462200
+2016-08-09,6.750000,6.780000,6.540000,6.600000,6.600000,16772400
+2016-08-10,6.350000,6.580000,6.250000,6.490000,6.490000,29070700
+2016-08-11,6.500000,6.590000,6.460000,6.580000,6.580000,13240300
+2016-08-12,6.600000,6.790000,6.550000,6.730000,6.730000,25466400
+2016-08-15,6.790000,6.970000,6.780000,6.950000,6.950000,28339400
+2016-08-16,6.940000,6.940000,6.650000,6.780000,6.780000,26768800
+2016-08-17,6.700000,6.750000,6.610000,6.680000,6.680000,13791300
+2016-08-18,6.740000,7.070000,6.730000,7.040000,7.040000,30783300
+2016-08-19,7.240000,8.000000,7.220000,7.620000,7.620000,75129300
+2016-08-22,7.830000,7.950000,7.370000,7.580000,7.580000,41519200
+2016-08-23,7.660000,7.740000,7.530000,7.670000,7.670000,27531100
+2016-08-24,7.670000,7.670000,7.370000,7.430000,7.430000,22943900
+2016-08-25,7.490000,7.490000,7.200000,7.470000,7.470000,16451300
+2016-08-26,7.490000,7.800000,7.460000,7.670000,7.670000,31387900
+2016-08-29,7.720000,7.790000,7.570000,7.590000,7.590000,16916300
+2016-08-30,7.610000,7.640000,7.410000,7.490000,7.490000,16088100
+2016-08-31,7.520000,7.520000,7.280000,7.400000,7.400000,18808800
+2016-09-01,7.180000,7.440000,7.090000,7.350000,7.350000,22284600
+2016-09-02,7.490000,7.640000,7.380000,7.510000,7.510000,18538400
+2016-09-06,7.560000,7.600000,7.250000,7.340000,7.340000,24994600
+2016-09-07,7.050000,7.070000,6.780000,6.840000,6.840000,57721900
+2016-09-08,6.640000,6.650000,6.150000,6.230000,6.230000,90814700
+2016-09-09,6.230000,6.240000,5.850000,5.900000,5.900000,170828000
+2016-09-12,5.830000,6.070000,5.770000,5.940000,5.940000,78014400
+2016-09-13,5.920000,5.950000,5.660000,5.740000,5.740000,50819500
+2016-09-14,5.750000,6.080000,5.750000,6.040000,6.040000,64251100
+2016-09-15,6.090000,6.200000,5.950000,6.020000,6.020000,52669500
+2016-09-16,6.220000,6.220000,5.970000,6.050000,6.050000,47829400
+2016-09-19,6.120000,6.280000,6.080000,6.160000,6.160000,37837200
+2016-09-20,6.230000,6.280000,6.120000,6.170000,6.170000,28990900
+2016-09-21,6.200000,6.320000,6.140000,6.290000,6.290000,33450000
+2016-09-22,6.350000,6.440000,6.330000,6.370000,6.370000,35848200
+2016-09-23,6.310000,6.650000,6.310000,6.550000,6.550000,61022400
+2016-09-26,6.540000,6.540000,6.310000,6.320000,6.320000,29875800
+2016-09-27,6.450000,6.580000,6.290000,6.540000,6.540000,30035900
+2016-09-28,6.570000,6.650000,6.480000,6.590000,6.590000,27878300
+2016-09-29,6.570000,6.730000,6.540000,6.670000,6.670000,30746100
+2016-09-30,6.700000,7.040000,6.700000,6.910000,6.910000,47453100
+2016-10-03,6.950000,7.150000,6.870000,6.950000,6.950000,30456700
+2016-10-04,7.000000,7.090000,6.890000,6.970000,6.970000,25770000
+2016-10-05,6.970000,7.010000,6.700000,6.780000,6.780000,31235600
+2016-10-06,6.720000,6.980000,6.630000,6.960000,6.960000,27059700
+2016-10-07,6.920000,6.960000,6.620000,6.750000,6.750000,33059000
+2016-10-10,6.820000,6.940000,6.800000,6.840000,6.840000,13800500
+2016-10-11,6.800000,6.840000,6.380000,6.500000,6.500000,32510800
+2016-10-12,6.640000,6.770000,6.420000,6.620000,6.620000,33592700
+2016-10-13,6.500000,6.540000,6.240000,6.490000,6.490000,30401700
+2016-10-14,6.920000,7.120000,6.740000,6.750000,6.750000,66934400
+2016-10-17,6.920000,6.970000,6.640000,6.670000,6.670000,24261500
+2016-10-18,6.760000,6.890000,6.690000,6.730000,6.730000,25314800
+2016-10-19,6.700000,6.800000,6.570000,6.770000,6.770000,29420200
+2016-10-20,6.810000,6.980000,6.770000,6.960000,6.960000,64607500
+2016-10-21,6.500000,6.650000,6.370000,6.520000,6.520000,64243500
+2016-10-24,6.570000,7.010000,6.540000,7.010000,7.010000,52998400
+2016-10-25,6.900000,7.500000,6.870000,7.500000,7.500000,78862000
+2016-10-26,7.400000,7.480000,7.260000,7.290000,7.290000,47619300
+2016-10-27,7.440000,7.460000,7.100000,7.110000,7.110000,37804200
+2016-10-28,7.100000,7.530000,7.020000,7.200000,7.200000,77261300
+2016-10-31,7.240000,7.460000,7.200000,7.230000,7.230000,42345900
+2016-11-01,7.320000,7.430000,6.920000,7.090000,7.090000,39906900
+2016-11-02,7.030000,7.060000,6.670000,6.760000,6.760000,33852200
+2016-11-03,6.780000,6.790000,6.560000,6.700000,6.700000,33673600
+2016-11-04,6.690000,6.720000,6.460000,6.560000,6.560000,32215700
+2016-11-07,6.790000,6.990000,6.760000,6.960000,6.960000,36999200
+2016-11-08,6.850000,7.180000,6.750000,7.000000,7.000000,37728500
+2016-11-09,6.700000,7.050000,6.640000,6.940000,6.940000,38479500
+2016-11-10,6.820000,6.910000,6.220000,6.300000,6.300000,71749500
+2016-11-11,6.640000,6.690000,6.470000,6.690000,6.690000,39492200
+2016-11-14,6.830000,6.840000,6.610000,6.790000,6.790000,29596400
+2016-11-15,6.820000,7.080000,6.790000,6.970000,6.970000,28909400
+2016-11-16,7.090000,7.750000,7.070000,7.670000,7.670000,78083200
+2016-11-17,7.790000,8.770000,7.770000,8.460000,8.460000,124235500
+2016-11-18,8.680000,8.830000,8.400000,8.710000,8.710000,62336200
+2016-11-21,8.870000,9.220000,8.860000,8.940000,8.940000,65595900
+2016-11-22,9.050000,9.060000,8.540000,8.690000,8.690000,71312800
+2016-11-23,8.720000,8.860000,8.500000,8.800000,8.800000,34646000
+2016-11-25,8.800000,8.910000,8.690000,8.770000,8.770000,14214100
+2016-11-28,8.720000,8.980000,8.720000,8.830000,8.830000,25907800
+2016-11-29,9.000000,9.230000,8.850000,8.930000,8.930000,54831400
+2016-11-30,9.020000,9.120000,8.900000,8.910000,8.910000,36511900
+2016-12-01,8.920000,9.030000,8.260000,8.390000,8.390000,56682400
+2016-12-02,8.380000,8.740000,8.380000,8.530000,8.530000,42398900
+2016-12-05,8.690000,8.710000,8.450000,8.680000,8.680000,31410100
+2016-12-06,8.950000,9.540000,8.820000,9.450000,9.450000,92242900
+2016-12-07,9.650000,9.790000,9.240000,9.560000,9.560000,54897300
+2016-12-08,9.900000,10.660000,9.800000,10.340000,10.340000,104613000
+2016-12-09,10.380000,10.540000,9.870000,10.340000,10.340000,60600800
+2016-12-12,10.400000,10.930000,10.380000,10.680000,10.680000,63342900
+2016-12-13,10.750000,10.800000,10.400000,10.540000,10.540000,46967800
+2016-12-14,10.430000,10.740000,10.270000,10.550000,10.550000,46968600
+2016-12-15,10.680000,10.930000,10.640000,10.860000,10.860000,48871300
+2016-12-16,10.940000,11.230000,10.600000,10.660000,10.660000,77777700
+2016-12-19,10.810000,11.000000,10.520000,10.950000,10.950000,46085800
+2016-12-20,11.190000,11.510000,11.150000,11.510000,11.510000,59314200
+2016-12-21,11.610000,11.720000,11.310000,11.470000,11.470000,44814100
+2016-12-22,11.650000,11.750000,11.470000,11.600000,11.600000,36450800
+2016-12-23,11.300000,11.600000,11.260000,11.580000,11.580000,32288200
+2016-12-27,11.650000,12.080000,11.600000,12.070000,12.070000,44336500
+2016-12-28,12.280000,12.420000,11.460000,11.550000,11.550000,71254500
+2016-12-29,11.240000,11.620000,11.010000,11.590000,11.590000,50234300
+2016-12-30,11.700000,11.780000,11.250000,11.340000,11.340000,44095400
+2017-01-03,11.420000,11.650000,11.020000,11.430000,11.430000,55182000
+2017-01-04,11.450000,11.520000,11.240000,11.430000,11.430000,40781200
+2017-01-05,11.430000,11.690000,11.230000,11.240000,11.240000,38855200
+2017-01-06,11.290000,11.490000,11.110000,11.320000,11.320000,34453500
+2017-01-09,11.370000,11.640000,11.310000,11.490000,11.490000,37304800
+2017-01-10,11.550000,11.630000,11.330000,11.440000,11.440000,29201600
+2017-01-11,11.390000,11.410000,11.150000,11.200000,11.200000,39377000
+2017-01-12,10.980000,11.040000,10.330000,10.760000,10.760000,75244100
+2017-01-13,10.790000,10.870000,10.560000,10.580000,10.580000,38377500
+2017-01-17,10.170000,10.230000,9.780000,9.820000,9.820000,70491800
+2017-01-18,9.540000,10.100000,9.420000,9.880000,9.880000,51797600
+2017-01-19,9.920000,10.250000,9.750000,9.770000,9.770000,46151300
+2017-01-20,9.880000,9.960000,9.670000,9.750000,9.750000,27982100
+2017-01-23,9.680000,10.060000,9.680000,9.910000,9.910000,27905700
+2017-01-24,9.950000,10.490000,9.950000,10.440000,10.440000,43991200
+2017-01-25,10.740000,10.980000,10.150000,10.350000,10.350000,61778100
+2017-01-26,10.350000,10.660000,10.300000,10.520000,10.520000,35866600
+2017-01-27,10.600000,10.730000,10.520000,10.670000,10.670000,32719200
+2017-01-30,10.620000,10.680000,10.300000,10.610000,10.610000,37725000
+2017-01-31,10.600000,10.670000,10.220000,10.370000,10.370000,53704900
+2017-02-01,10.900000,12.140000,10.810000,12.060000,12.060000,165939300
+2017-02-02,11.980000,12.660000,11.950000,12.280000,12.280000,116324500
+2017-02-03,12.370000,12.500000,12.040000,12.240000,12.240000,60036700
+2017-02-06,12.460000,13.700000,12.380000,13.630000,13.630000,140474100
+2017-02-07,14.050000,14.270000,13.060000,13.290000,13.290000,158683800
+2017-02-08,13.210000,13.750000,13.080000,13.560000,13.560000,75942900
+2017-02-09,13.780000,13.890000,13.400000,13.420000,13.420000,73339900
+2017-02-10,13.860000,13.860000,13.250000,13.580000,13.580000,54579300
+2017-02-13,13.700000,13.950000,13.380000,13.490000,13.490000,57413100
+2017-02-14,13.430000,13.490000,13.190000,13.260000,13.260000,40479100
+2017-02-15,13.200000,13.440000,13.150000,13.300000,13.300000,33722300
+2017-02-16,13.250000,13.350000,12.840000,12.970000,12.970000,52502500
+2017-02-17,12.790000,13.140000,12.600000,13.130000,13.130000,40888000
+2017-02-21,13.410000,14.100000,13.400000,14.000000,14.000000,66357100
+2017-02-22,14.300000,14.500000,14.040000,14.280000,14.280000,71505000
+2017-02-23,14.200000,14.450000,13.820000,14.320000,14.320000,80317600
+2017-02-24,14.000000,14.320000,13.860000,14.120000,14.120000,46288600
+2017-02-27,14.270000,15.350000,14.270000,15.200000,15.200000,95422900
+2017-02-28,15.450000,15.550000,14.350000,14.460000,14.460000,141783000
+2017-03-01,15.080000,15.090000,14.520000,14.960000,14.960000,73450400
+2017-03-02,14.590000,14.780000,13.870000,13.900000,13.900000,104330900
+2017-03-03,13.550000,13.580000,12.790000,13.030000,13.030000,163395900
+2017-03-06,13.000000,13.340000,12.380000,13.040000,13.040000,117192600
+2017-03-07,13.070000,13.370000,12.790000,13.050000,13.050000,76666300
+2017-03-08,13.250000,13.550000,13.100000,13.220000,13.220000,71294700
+2017-03-09,13.450000,13.450000,13.110000,13.330000,13.330000,45244200
+2017-03-10,13.500000,13.930000,13.450000,13.910000,13.910000,65142200
+2017-03-13,14.480000,14.680000,14.180000,14.280000,14.280000,73078100
+2017-03-14,14.000000,14.150000,13.640000,14.100000,14.100000,52554500
+2017-03-15,14.030000,14.060000,13.620000,13.980000,13.980000,55179600
+2017-03-16,13.790000,13.880000,13.650000,13.650000,13.650000,44494800
+2017-03-17,13.620000,13.740000,13.360000,13.490000,13.490000,224892300
+2017-03-20,13.680000,14.500000,13.540000,14.400000,14.400000,91565600
+2017-03-21,14.400000,14.490000,13.780000,13.820000,13.820000,72552700
+2017-03-22,13.700000,14.150000,13.550000,14.100000,14.100000,61239500
+2017-03-23,13.960000,14.120000,13.770000,13.790000,13.790000,44549900
+2017-03-24,14.160000,14.180000,13.540000,13.700000,13.700000,50099500
+2017-03-27,13.350000,13.780000,13.210000,13.700000,13.700000,42686800
+2017-03-28,13.750000,13.860000,13.550000,13.690000,13.690000,37420200
+2017-03-29,13.740000,13.870000,13.630000,13.710000,13.710000,37863500
+2017-03-30,13.730000,14.050000,13.650000,14.050000,14.050000,44132800
+2017-03-31,14.100000,14.750000,14.010000,14.550000,14.550000,84566200
+2017-04-03,14.600000,14.740000,14.300000,14.640000,14.640000,48423700
+2017-04-04,14.310000,14.670000,14.030000,14.160000,14.160000,58413000
+2017-04-05,14.280000,14.640000,14.100000,14.170000,14.170000,58816700
+2017-04-06,13.420000,13.460000,12.830000,13.270000,13.270000,139500100
+2017-04-07,13.330000,13.680000,13.220000,13.520000,13.520000,70441000
+2017-04-10,13.520000,13.590000,13.040000,13.100000,13.100000,47178000
+2017-04-11,13.020000,13.290000,12.710000,13.100000,13.100000,59916600
+2017-04-12,12.940000,13.100000,12.740000,12.760000,12.760000,37385400
+2017-04-13,12.510000,12.720000,12.220000,12.310000,12.310000,53442600
+2017-04-17,12.530000,12.800000,12.370000,12.790000,12.790000,38188200
+2017-04-18,12.630000,12.970000,12.580000,12.950000,12.950000,37172000
+2017-04-19,13.090000,13.210000,12.800000,12.840000,12.840000,36491100
+2017-04-20,12.980000,13.150000,12.880000,13.110000,13.110000,41976100
+2017-04-21,13.080000,13.120000,12.900000,13.000000,13.000000,25689600
+2017-04-24,13.230000,13.230000,13.050000,13.130000,13.130000,36120300
+2017-04-25,13.240000,13.530000,13.160000,13.490000,13.490000,35881000
+2017-04-26,13.420000,13.530000,13.220000,13.410000,13.410000,36644500
+2017-04-27,13.430000,13.700000,13.370000,13.620000,13.620000,31327600
+2017-04-28,13.730000,13.760000,13.160000,13.300000,13.300000,50376000
+2017-05-01,13.430000,13.630000,13.250000,13.620000,13.620000,68036300
+2017-05-02,11.730000,11.760000,10.300000,10.320000,10.320000,268336500
+2017-05-03,10.290000,10.680000,9.850000,10.390000,10.390000,140899400
+2017-05-04,10.550000,10.550000,9.940000,10.100000,10.100000,77031400
+2017-05-05,10.130000,10.260000,9.940000,10.190000,10.190000,51759000
+2017-05-08,10.220000,10.220000,10.000000,10.040000,10.040000,35101100
+2017-05-09,10.040000,10.400000,10.040000,10.180000,10.180000,51017300
+2017-05-10,10.460000,10.850000,10.450000,10.790000,10.790000,65995900
+2017-05-11,10.740000,11.260000,10.510000,11.070000,11.070000,72946500
+2017-05-12,11.200000,11.400000,11.080000,11.260000,11.260000,56072600
+2017-05-15,11.410000,11.600000,11.300000,11.420000,11.420000,52565000
+2017-05-16,11.660000,12.770000,11.630000,12.750000,12.750000,164186900
+2017-05-17,11.810000,12.290000,11.160000,11.200000,11.200000,160109500
+2017-05-18,10.990000,11.490000,10.810000,11.280000,11.280000,86900100
+2017-05-19,11.470000,11.620000,11.350000,11.410000,11.410000,50319700
+2017-05-22,11.490000,11.550000,10.770000,11.040000,11.040000,78696400
+2017-05-23,10.970000,11.060000,10.620000,10.890000,10.890000,49799600
+2017-05-24,11.050000,11.060000,10.710000,10.890000,10.890000,42903900
+2017-05-25,11.010000,11.010000,10.800000,10.980000,10.980000,33584300
+2017-05-26,10.850000,11.020000,10.740000,11.000000,11.000000,31907600
+2017-05-30,10.950000,11.270000,10.900000,11.120000,11.120000,35339000
+2017-05-31,11.290000,11.490000,11.100000,11.190000,11.190000,42929000
+2017-06-01,11.250000,11.290000,10.810000,10.930000,10.930000,48002000
+2017-06-02,10.930000,10.960000,10.570000,10.900000,10.900000,43056200
+2017-06-05,10.840000,11.340000,10.800000,11.240000,11.240000,66207300
+2017-06-06,11.270000,12.240000,11.240000,12.030000,12.030000,114998600
+2017-06-07,12.420000,12.960000,12.230000,12.380000,12.380000,151005900
+2017-06-08,12.810000,12.910000,12.400000,12.900000,12.900000,89515100
+2017-06-09,13.100000,13.400000,11.630000,12.280000,12.280000,167454400
+2017-06-12,11.750000,12.350000,11.270000,12.090000,12.090000,125781800
+2017-06-13,12.330000,12.480000,11.670000,11.960000,11.960000,87302300
+2017-06-14,11.910000,12.050000,11.650000,11.770000,11.770000,51909400
+2017-06-15,11.340000,11.580000,11.210000,11.500000,11.500000,61666000
+2017-06-16,11.660000,11.830000,11.280000,11.440000,11.440000,59779500
+2017-06-19,11.630000,12.120000,11.620000,11.930000,11.930000,61803600
+2017-06-20,12.190000,12.930000,12.180000,12.640000,12.640000,118001500
+2017-06-21,13.360000,14.010000,13.130000,13.980000,13.980000,188796100
+2017-06-22,14.100000,14.500000,13.560000,14.380000,14.380000,149594200
+2017-06-23,14.150000,14.670000,13.900000,14.170000,14.170000,200777300
+2017-06-26,14.390000,14.490000,13.840000,14.080000,14.080000,101012500
+2017-06-27,13.760000,14.040000,13.370000,13.400000,13.400000,89319700
+2017-06-28,13.650000,13.700000,13.090000,13.230000,13.230000,85266900
+2017-06-29,13.060000,13.150000,12.450000,12.600000,12.600000,87634400
+2017-06-30,12.570000,12.830000,12.360000,12.480000,12.480000,59267400
+2017-07-03,12.570000,12.730000,12.130000,12.150000,12.150000,39929100
+2017-07-05,12.360000,13.210000,12.320000,13.190000,13.190000,99450200
+2017-07-06,12.940000,13.320000,12.670000,13.020000,13.020000,88927800
+2017-07-07,13.270000,13.750000,13.180000,13.360000,13.360000,88392100
+2017-07-10,13.610000,13.880000,13.270000,13.810000,13.810000,78320200
+2017-07-11,13.770000,14.100000,13.620000,13.890000,13.890000,71102300
+2017-07-12,14.170000,14.390000,13.960000,14.290000,14.290000,78508400
+2017-07-13,14.330000,14.490000,13.430000,13.530000,13.530000,111656900
+2017-07-14,13.460000,13.930000,13.320000,13.920000,13.920000,82084600
+2017-07-17,14.030000,14.120000,13.510000,13.800000,13.800000,71690800
+2017-07-18,13.290000,13.530000,13.150000,13.480000,13.480000,78366500
+2017-07-19,13.620000,13.740000,13.410000,13.550000,13.550000,51957800
+2017-07-20,13.610000,13.890000,13.450000,13.800000,13.800000,47707500
+2017-07-21,13.700000,14.050000,13.620000,13.880000,13.880000,51045700
+2017-07-24,14.000000,14.440000,13.970000,14.160000,14.160000,71014900
+2017-07-25,14.290000,14.320000,13.870000,14.110000,14.110000,98047400
+2017-07-26,15.130000,15.650000,14.400000,14.760000,14.760000,236083000
+2017-07-27,14.990000,15.040000,13.700000,14.120000,14.120000,130303700
+2017-07-28,13.850000,14.100000,13.680000,13.950000,13.950000,66763800
+2017-07-31,14.090000,14.220000,13.470000,13.610000,13.610000,69108700
+2017-08-01,13.720000,13.860000,13.450000,13.710000,13.710000,49149900
+2017-08-02,13.810000,13.930000,13.120000,13.370000,13.370000,67502200
+2017-08-03,13.420000,13.520000,13.080000,13.240000,13.240000,52557400
+2017-08-04,13.200000,13.360000,13.020000,13.120000,13.120000,64254000
+2017-08-07,13.330000,13.570000,13.270000,13.430000,13.430000,57486800
+2017-08-08,13.480000,13.550000,13.080000,13.110000,13.110000,47338000
+2017-08-09,12.760000,12.890000,12.540000,12.830000,12.830000,58861500
+2017-08-10,12.700000,12.920000,12.110000,12.120000,12.120000,83113400
+2017-08-11,12.040000,12.390000,11.880000,12.230000,12.230000,63558800
+2017-08-14,12.580000,12.850000,12.580000,12.760000,12.760000,64426100
+2017-08-15,13.010000,13.140000,12.750000,13.020000,13.020000,57990300
+2017-08-16,13.170000,13.190000,12.520000,12.630000,12.630000,64639400
+2017-08-17,12.460000,12.650000,12.320000,12.340000,12.340000,47371000
+2017-08-18,12.430000,12.560000,12.250000,12.370000,12.370000,37521700
+2017-08-21,12.420000,12.420000,11.860000,12.050000,12.050000,58888500
+2017-08-22,12.200000,12.330000,12.100000,12.170000,12.170000,39033200
+2017-08-23,12.000000,12.540000,11.950000,12.480000,12.480000,44345400
+2017-08-24,12.690000,12.710000,12.390000,12.500000,12.500000,37269700
+2017-08-25,12.510000,12.570000,12.250000,12.430000,12.430000,29732000
+2017-08-28,12.530000,12.550000,12.160000,12.230000,12.230000,35969600
+2017-08-29,12.000000,12.180000,11.930000,12.150000,12.150000,33618100
+2017-08-30,12.190000,12.680000,12.160000,12.670000,12.670000,43933000
+2017-08-31,12.820000,13.160000,12.790000,13.000000,13.000000,51822100
+2017-09-01,13.120000,13.490000,13.040000,13.190000,13.190000,53158600
+2017-09-05,12.880000,13.180000,12.650000,12.920000,12.920000,51445500
+2017-09-06,13.020000,13.080000,12.750000,12.860000,12.860000,34182400
+2017-09-07,12.840000,12.940000,12.600000,12.630000,12.630000,35816900
+2017-09-08,12.570000,12.610000,12.040000,12.250000,12.250000,60886200
+2017-09-11,12.460000,12.740000,12.400000,12.550000,12.550000,43346100
+2017-09-12,12.660000,12.680000,12.210000,12.300000,12.300000,54413100
+2017-09-13,12.220000,12.360000,12.120000,12.220000,12.220000,37210700
+2017-09-14,12.150000,12.460000,12.110000,12.260000,12.260000,37220200
+2017-09-15,12.330000,12.660000,12.310000,12.520000,12.520000,50337400
+2017-09-18,12.770000,13.300000,12.740000,13.080000,13.080000,83517400
+2017-09-19,13.250000,13.290000,12.880000,13.120000,13.120000,65455200
+2017-09-20,13.070000,13.800000,12.800000,13.740000,13.740000,102682400
+2017-09-21,14.000000,14.240000,13.320000,13.410000,13.410000,166821900
+2017-09-22,13.200000,13.400000,13.120000,13.300000,13.300000,50547000
+2017-09-25,13.250000,13.280000,12.490000,12.610000,12.610000,84172200
+2017-09-26,12.850000,12.930000,12.430000,12.450000,12.450000,68302000
+2017-09-27,12.650000,12.870000,12.500000,12.740000,12.740000,59947200
+2017-09-28,12.760000,12.840000,12.550000,12.740000,12.740000,35812300
+2017-09-29,12.770000,12.820000,12.600000,12.750000,12.750000,33926900
+2017-10-02,12.800000,12.850000,12.620000,12.710000,12.710000,34461100
+2017-10-03,12.730000,13.480000,12.700000,13.420000,13.420000,85174000
+2017-10-04,13.310000,13.500000,13.150000,13.310000,13.310000,42303200
+2017-10-05,13.380000,13.460000,13.210000,13.340000,13.340000,34758600
+2017-10-06,13.220000,13.390000,13.180000,13.230000,13.230000,28258700
+2017-10-09,13.260000,13.830000,13.260000,13.470000,13.470000,54032500
+2017-10-10,13.720000,13.790000,13.440000,13.700000,13.700000,43304000
+2017-10-11,13.620000,13.960000,13.610000,13.880000,13.880000,38746600
+2017-10-12,13.850000,14.370000,13.810000,14.200000,14.200000,69874100
+2017-10-13,14.320000,14.410000,14.120000,14.220000,14.220000,37515800
+2017-10-16,14.250000,14.350000,14.120000,14.260000,14.260000,34136800
+2017-10-17,14.240000,14.350000,14.140000,14.160000,14.160000,28995600
+2017-10-18,14.200000,14.280000,13.760000,14.070000,14.070000,39020300
+2017-10-19,13.850000,14.040000,13.690000,13.950000,13.950000,33795700
+2017-10-20,14.030000,14.090000,13.800000,13.810000,13.810000,32538900
+2017-10-23,13.940000,14.190000,13.900000,14.100000,14.100000,49838000
+2017-10-24,14.200000,14.360000,14.150000,14.250000,14.250000,84891600
+2017-10-25,12.950000,13.130000,12.290000,12.330000,12.330000,166762100
+2017-10-26,12.450000,12.460000,12.000000,12.010000,12.010000,87625400
+2017-10-27,12.170000,12.190000,11.350000,11.840000,11.840000,115650400
+2017-10-30,11.260000,11.420000,10.650000,10.890000,10.890000,137785100
+2017-10-31,10.760000,11.310000,10.690000,10.990000,10.990000,78600000
+2017-11-01,11.250000,11.290000,10.720000,10.800000,10.800000,66875500
+2017-11-02,10.870000,10.990000,10.660000,10.850000,10.850000,47942500
+2017-11-03,10.950000,11.130000,10.820000,11.120000,11.120000,44264300
+2017-11-06,12.040000,12.090000,11.640000,11.930000,11.930000,96349800
+2017-11-07,11.940000,12.270000,11.920000,12.050000,12.050000,67900200
+2017-11-08,11.940000,11.950000,11.510000,11.710000,11.710000,59065000
+2017-11-09,11.250000,11.350000,11.030000,11.120000,11.120000,76821200
+2017-11-10,11.220000,11.430000,11.120000,11.260000,11.260000,50209900
+2017-11-13,11.180000,11.200000,10.920000,11.090000,11.090000,54068300
+2017-11-14,11.030000,11.260000,11.000000,11.120000,11.120000,37245000
+2017-11-15,11.010000,11.130000,10.770000,11.070000,11.070000,33524700
+2017-11-16,11.130000,11.320000,11.130000,11.250000,11.250000,31800400
+2017-11-17,11.300000,11.750000,11.280000,11.380000,11.380000,56775600
+2017-11-20,11.470000,11.510000,11.190000,11.340000,11.340000,35960200
+2017-11-21,11.420000,11.490000,11.240000,11.400000,11.400000,31881700
+2017-11-22,11.410000,11.490000,11.300000,11.370000,11.370000,23816500
+2017-11-24,11.380000,11.420000,11.300000,11.380000,11.380000,11035800
+2017-11-27,11.340000,11.740000,11.340000,11.550000,11.550000,41798300
+2017-11-28,11.450000,11.540000,11.000000,11.170000,11.170000,65325700
+2017-11-29,11.080000,11.170000,10.730000,10.830000,10.830000,63333800
+2017-11-30,10.870000,11.030000,10.760000,10.890000,10.890000,43205000
+2017-12-01,10.810000,10.970000,10.530000,10.730000,10.730000,42128800
+2017-12-04,10.850000,10.860000,9.820000,10.030000,10.030000,97328300
+2017-12-05,9.890000,10.340000,9.700000,9.910000,9.910000,67304100
+2017-12-06,9.900000,10.050000,9.710000,10.000000,10.000000,38952200
+2017-12-07,10.070000,10.190000,9.950000,10.040000,10.040000,32665600
+2017-12-08,10.150000,10.200000,9.920000,9.940000,9.940000,34897000
+2017-12-11,9.970000,10.160000,9.960000,10.160000,10.160000,29956400
+2017-12-12,10.130000,10.140000,9.880000,9.900000,9.900000,36211000
+2017-12-13,9.970000,10.210000,9.950000,10.110000,10.110000,41494800
+2017-12-14,10.100000,10.170000,9.960000,10.130000,10.130000,29006800
+2017-12-15,10.130000,10.320000,10.020000,10.290000,10.290000,45462300
+2017-12-18,10.600000,11.000000,10.510000,10.980000,10.980000,63797700
+2017-12-19,11.000000,11.190000,10.870000,10.950000,10.950000,43852900
+2017-12-20,11.100000,11.180000,10.800000,10.980000,10.980000,31420300
+2017-12-21,10.980000,11.080000,10.870000,10.890000,10.890000,21884300
+2017-12-22,10.750000,10.770000,10.200000,10.540000,10.540000,50744500
+2017-12-26,10.380000,10.580000,10.340000,10.460000,10.460000,20437900
+2017-12-27,10.450000,10.740000,10.400000,10.530000,10.530000,22921800
+2017-12-28,10.570000,10.640000,10.430000,10.550000,10.550000,18609400
+2017-12-29,10.570000,10.580000,10.270000,10.280000,10.280000,26678900
+2018-01-02,10.420000,11.020000,10.340000,10.980000,10.980000,44146300
+2018-01-03,11.610000,12.140000,11.360000,11.550000,11.550000,154066700
+2018-01-04,12.100000,12.430000,11.970000,12.120000,12.120000,109503000
+2018-01-05,12.190000,12.220000,11.660000,11.880000,11.880000,63808900
+2018-01-08,12.010000,12.300000,11.850000,12.280000,12.280000,63346000
+2018-01-09,12.000000,12.020000,11.710000,11.820000,11.820000,62560900
+2018-01-10,11.630000,12.150000,11.560000,11.960000,11.960000,52561200
+2018-01-11,12.070000,12.190000,11.900000,12.140000,12.140000,38354900
+2018-01-12,11.820000,12.070000,11.800000,12.020000,12.020000,47149300
+2018-01-16,12.050000,12.200000,11.800000,11.910000,11.910000,42686600
+2018-01-17,11.900000,12.190000,11.820000,12.180000,12.180000,39020800
+2018-01-18,12.180000,12.680000,12.150000,12.470000,12.470000,62086200
+2018-01-19,12.560000,12.880000,12.540000,12.590000,12.590000,46800700
+2018-01-22,12.610000,12.740000,12.370000,12.650000,12.650000,34758600
+2018-01-23,12.820000,13.000000,12.760000,12.940000,12.940000,46417200
+2018-01-24,13.020000,13.050000,12.600000,12.710000,12.710000,41956400
+2018-01-25,12.780000,12.940000,12.320000,12.410000,12.410000,42966600
+2018-01-26,12.700000,12.950000,12.620000,12.950000,12.950000,44239000
+2018-01-29,13.130000,13.470000,13.050000,13.320000,13.320000,66645400
+2018-01-30,13.120000,13.270000,12.690000,12.870000,12.870000,91236400
+2018-01-31,13.240000,13.850000,13.150000,13.740000,13.740000,140977800
+2018-02-01,13.620000,13.840000,13.210000,13.250000,13.250000,67543300
+2018-02-02,13.050000,13.060000,12.430000,12.450000,12.450000,79432600
+2018-02-05,12.050000,12.180000,10.930000,11.570000,11.570000,116568900
+2018-02-06,11.040000,11.740000,11.000000,11.650000,11.650000,87123200
+2018-02-07,11.700000,11.900000,11.530000,11.600000,11.600000,55758400
+2018-02-08,11.720000,11.850000,11.210000,11.220000,11.220000,56471800
+2018-02-09,11.540000,11.570000,10.630000,11.310000,11.310000,85458200
+2018-02-12,11.470000,11.800000,11.430000,11.680000,11.680000,63160900
+2018-02-13,11.600000,11.820000,11.530000,11.780000,11.780000,33661400
+2018-02-14,11.720000,12.310000,11.630000,12.200000,12.200000,51756800
+2018-02-15,12.400000,12.630000,12.070000,12.190000,12.190000,59593800
+2018-02-16,12.110000,12.230000,11.820000,11.820000,11.820000,47332300
+2018-02-20,11.720000,12.190000,11.710000,12.020000,12.020000,47096500
+2018-02-21,12.120000,12.120000,11.720000,11.720000,11.720000,40195800
+2018-02-22,11.820000,12.000000,11.630000,11.840000,11.840000,37886300
+2018-02-23,11.950000,12.160000,11.940000,12.070000,12.070000,33317600
+2018-02-26,12.140000,12.430000,12.050000,12.420000,12.420000,42265200
+2018-02-27,12.430000,12.880000,12.390000,12.530000,12.530000,55975300
+2018-02-28,12.660000,12.730000,12.100000,12.110000,12.110000,43387500
+2018-03-01,12.260000,12.270000,11.660000,11.900000,11.900000,63207400
+2018-03-02,11.670000,11.930000,11.430000,11.810000,11.810000,58123500
+2018-03-05,11.690000,12.060000,11.610000,11.910000,11.910000,43734800
+2018-03-06,12.010000,12.050000,11.710000,11.760000,11.760000,46751200
+2018-03-07,11.580000,12.820000,11.550000,12.240000,12.240000,127603200
+2018-03-08,12.400000,12.590000,11.740000,11.970000,11.970000,76011200
+2018-03-09,12.030000,12.040000,11.580000,11.700000,11.700000,89674400
+2018-03-12,11.760000,11.820000,11.480000,11.520000,11.520000,83748700
+2018-03-13,11.500000,12.040000,11.100000,11.640000,11.640000,174302600
+2018-03-14,11.700000,11.720000,11.260000,11.360000,11.360000,80540800
+2018-03-15,11.430000,11.550000,11.190000,11.460000,11.460000,66373900
+2018-03-16,11.490000,11.550000,11.320000,11.470000,11.470000,37591000
+2018-03-19,11.410000,11.740000,11.350000,11.430000,11.430000,53308600
+2018-03-20,11.410000,11.520000,11.000000,11.110000,11.110000,65116900
+2018-03-21,11.160000,11.340000,11.110000,11.260000,11.260000,44691700
+2018-03-22,11.100000,11.260000,10.850000,10.910000,10.910000,59944200
+2018-03-23,10.910000,10.970000,10.570000,10.630000,10.630000,54844500
+2018-03-26,10.710000,10.800000,10.180000,10.440000,10.440000,75878500
+2018-03-27,10.510000,10.590000,9.900000,10.000000,10.000000,68551300
+2018-03-28,9.990000,10.170000,9.790000,9.810000,9.810000,64832100
+2018-03-29,9.940000,10.080000,9.810000,10.050000,10.050000,48681400
+2018-04-02,9.990000,10.140000,9.510000,9.530000,9.530000,64824600
+2018-04-03,9.630000,9.770000,9.300000,9.550000,9.550000,54891600
+2018-04-04,9.080000,9.810000,9.040000,9.770000,9.770000,67356900
+2018-04-05,10.050000,10.200000,9.910000,10.020000,10.020000,65758800
+2018-04-06,9.830000,10.100000,9.500000,9.610000,9.610000,51087100
+2018-04-09,9.750000,9.840000,9.520000,9.530000,9.530000,38382600
+2018-04-10,9.750000,10.040000,9.710000,9.980000,9.980000,42849200
+2018-04-11,9.870000,10.030000,9.790000,9.820000,9.820000,29169300
+2018-04-12,9.980000,10.100000,9.820000,10.080000,10.080000,47784400
+2018-04-13,10.200000,10.220000,9.880000,9.930000,9.930000,38935700
+2018-04-16,10.000000,10.170000,9.900000,10.090000,10.090000,28875100
+2018-04-17,10.280000,10.530000,10.200000,10.520000,10.520000,45360300
+2018-04-18,10.510000,10.650000,10.330000,10.360000,10.360000,42449600
+2018-04-19,10.180000,10.330000,9.990000,10.110000,10.110000,57841600
+2018-04-20,10.050000,10.140000,9.950000,9.990000,9.990000,39011900
+2018-04-23,10.090000,10.190000,9.970000,10.040000,10.040000,42971300
+2018-04-24,10.190000,10.350000,9.950000,10.090000,10.090000,44992200
+2018-04-25,10.060000,10.090000,9.560000,9.710000,9.710000,90578000
+2018-04-26,10.870000,11.190000,10.610000,11.040000,11.040000,145284100
+2018-04-27,11.200000,11.360000,11.020000,11.110000,11.110000,74347800
+2018-04-30,11.060000,11.140000,10.870000,10.880000,10.880000,50608800
+2018-05-01,10.830000,11.150000,10.770000,11.130000,11.130000,43441600
+2018-05-02,11.100000,11.160000,10.970000,10.970000,10.970000,29267300
+2018-05-03,10.900000,11.060000,10.830000,10.930000,10.930000,33310600
+2018-05-04,10.880000,11.290000,10.870000,11.280000,11.280000,47884900
+2018-05-07,11.320000,11.680000,11.300000,11.590000,11.590000,54001700
+2018-05-08,11.490000,11.660000,11.400000,11.610000,11.610000,35218400
+2018-05-09,11.650000,11.980000,11.570000,11.950000,11.950000,49605700
+2018-05-10,11.980000,12.180000,11.950000,12.130000,12.130000,49744500
+2018-05-11,11.890000,12.030000,11.690000,11.950000,11.950000,43863700
+2018-05-14,12.140000,12.360000,12.110000,12.230000,12.230000,50263800
+2018-05-15,12.180000,12.460000,12.160000,12.450000,12.450000,44183200
+2018-05-16,12.640000,12.980000,12.620000,12.820000,12.820000,73364000
+2018-05-17,12.790000,12.900000,12.660000,12.820000,12.820000,38692500
+2018-05-18,13.060000,13.260000,12.910000,13.000000,13.000000,54063400
+2018-05-21,13.250000,13.310000,12.880000,12.990000,12.990000,49714200
+2018-05-22,13.000000,13.140000,12.710000,12.980000,12.980000,43267000
+2018-05-23,12.930000,13.180000,12.900000,13.100000,13.100000,44517800
+2018-05-24,13.060000,13.430000,13.030000,13.410000,13.410000,47785700
+2018-05-25,13.400000,13.720000,13.360000,13.540000,13.540000,43850100
+2018-05-29,13.450000,13.630000,13.260000,13.360000,13.360000,39578500
+2018-05-30,13.480000,13.950000,13.480000,13.820000,13.820000,58186400
+2018-05-31,13.740000,13.930000,13.690000,13.730000,13.730000,46797700
+2018-06-01,13.980000,14.400000,13.920000,14.400000,14.400000,71677900
+2018-06-04,14.760000,14.980000,14.520000,14.850000,14.850000,74546000
+2018-06-05,14.850000,14.920000,14.630000,14.850000,14.850000,56122700
+2018-06-06,15.070000,15.740000,15.040000,15.670000,15.670000,97089000
+2018-06-07,15.830000,15.970000,14.850000,14.890000,14.890000,99860300
+2018-06-08,14.520000,15.330000,14.310000,15.250000,15.250000,81930500
+2018-06-11,15.210000,15.890000,15.010000,15.730000,15.730000,80737600
+2018-06-12,15.840000,15.950000,15.430000,15.850000,15.850000,67002600
+2018-06-13,15.810000,16.520000,15.780000,16.320000,16.320000,90227300
+2018-06-14,16.620001,16.790001,15.580000,16.250000,16.250000,113048600
+2018-06-15,16.059999,16.520000,15.820000,16.340000,16.340000,77612200
+2018-06-18,16.180000,17.340000,16.129999,17.110001,17.110001,104317400
+2018-06-19,16.850000,17.290001,16.309999,16.690001,16.690001,92542900
+2018-06-20,16.830000,17.129999,16.370001,16.520000,16.520000,76280600
+2018-06-21,16.650000,16.870001,15.460000,15.650000,15.650000,95638400
+2018-06-22,15.780000,15.910000,15.560000,15.800000,15.800000,59257100
+2018-06-25,15.640000,15.740000,14.540000,15.110000,15.110000,94418400
+2018-06-26,15.320000,15.600000,15.100000,15.500000,15.500000,54213500
+2018-06-27,15.650000,15.760000,14.960000,14.970000,14.970000,56014300
+2018-06-28,14.850000,15.360000,14.750000,15.310000,15.310000,48716800
+2018-06-29,15.410000,15.490000,14.980000,14.990000,14.990000,41527800
+2018-07-02,14.800000,15.180000,14.740000,15.160000,15.160000,43398800
+2018-07-03,15.210000,15.340000,14.960000,15.000000,15.000000,32094000
+2018-07-05,15.130000,15.500000,15.020000,15.500000,15.500000,40703300
+2018-07-06,15.520000,16.389999,15.480000,16.360001,16.360001,65101700
+2018-07-09,16.730000,16.840000,16.170000,16.610001,16.610001,58525500
+2018-07-10,16.590000,16.650000,16.309999,16.549999,16.549999,37093000
+2018-07-11,16.150000,16.530001,16.020000,16.270000,16.270000,42544100
+2018-07-12,16.410000,16.790001,16.379999,16.559999,16.559999,44188100
+2018-07-13,16.680000,16.690001,16.219999,16.270000,16.270000,40614100
+2018-07-16,16.420000,17.000000,16.410000,16.580000,16.580000,65275300
+2018-07-17,16.500000,16.879999,16.480000,16.870001,16.870001,42313500
+2018-07-18,16.940001,16.990000,16.549999,16.850000,16.850000,40881500
+2018-07-19,16.709999,16.879999,16.549999,16.709999,16.709999,41267800
+2018-07-20,16.660000,16.879999,16.440001,16.500000,16.500000,42879800
+2018-07-23,16.469999,16.680000,15.900000,16.660000,16.660000,44940800
+2018-07-24,16.750000,16.860001,16.110001,16.190001,16.190001,58201500
+2018-07-25,16.299999,16.389999,15.720000,16.049999,16.049999,82604900
+2018-07-26,17.160000,18.450001,16.830000,18.350000,18.350000,192661100
+2018-07-27,19.070000,19.879999,18.309999,18.940001,18.940001,161903800
+2018-07-30,19.400000,20.180000,19.309999,19.420000,19.420000,160823400
+2018-07-31,19.350000,19.500000,18.270000,18.330000,18.330000,118403400
+2018-08-01,18.340000,18.950001,18.320000,18.480000,18.480000,75495200
+2018-08-02,18.170000,18.830000,18.000000,18.790001,18.790001,52867100
+2018-08-03,18.940001,19.059999,18.370001,18.490000,18.490000,53232100
+2018-08-06,18.889999,19.440001,18.459999,19.430000,19.430000,83579700
+2018-08-07,19.530001,19.709999,19.080000,19.559999,19.559999,72822600
+2018-08-08,19.459999,19.770000,19.260000,19.580000,19.580000,52081400
+2018-08-09,19.580000,19.709999,19.080000,19.100000,19.100000,46653400
+2018-08-10,19.090000,19.480000,18.850000,19.059999,19.059999,65821100
+2018-08-13,19.160000,19.930000,19.120001,19.730000,19.730000,81411300
+2018-08-14,19.969999,20.280001,19.629999,20.020000,20.020000,89195500
+2018-08-15,19.860001,20.100000,19.200001,19.700001,19.700001,86355700
+2018-08-16,19.860001,20.070000,19.250000,19.330000,19.330000,69733700
+2018-08-17,19.120001,19.820000,18.730000,19.770000,19.770000,60616600
+2018-08-20,19.790001,20.080000,19.350000,19.980000,19.980000,62983200
+2018-08-21,19.980000,20.420000,19.860001,20.400000,20.400000,55629000
+2018-08-22,20.280001,20.920000,20.209999,20.900000,20.900000,62002700
+2018-08-23,21.190001,22.320000,21.139999,22.290001,22.290001,113444100
+2018-08-24,22.910000,24.000000,22.670000,23.980000,23.980000,164328200
+2018-08-27,24.940001,27.299999,24.629999,25.260000,25.260000,325058400
+2018-08-28,25.510000,26.180000,24.040001,25.049999,25.049999,215771200
+2018-08-29,24.360001,25.410000,24.010000,25.200001,25.200001,143223200
+2018-08-30,25.290001,25.670000,24.760000,24.889999,24.889999,103607300
+2018-08-31,24.889999,25.240000,24.719999,25.170000,25.170000,65206400
+2018-09-04,25.620001,28.110001,25.570000,28.059999,28.059999,192541300
+2018-09-05,29.410000,29.940001,26.840000,28.510000,28.510000,257349000
+2018-09-06,28.120001,28.580000,27.190001,27.840000,27.840000,143942900
+2018-09-07,26.959999,28.270000,26.799999,27.379999,27.379999,123348700
+2018-09-10,28.150000,29.930000,27.840000,29.889999,29.889999,162253800
+2018-09-11,30.020000,30.590000,29.370001,30.100000,30.100000,159902500
+2018-09-12,29.910000,32.290001,29.450001,32.209999,32.209999,197889600
+2018-09-13,33.160000,34.139999,29.870001,30.480000,30.480000,304147100
+2018-09-14,31.430000,33.090000,30.540001,32.720001,32.720001,217762800
+2018-09-17,31.750000,33.230000,31.600000,32.430000,32.430000,180410600
+2018-09-18,32.990002,33.369999,31.200001,31.930000,31.930000,176673200
+2018-09-19,31.520000,31.830000,30.510000,31.209999,31.209999,124287000
+2018-09-20,32.099998,32.200001,30.639999,31.180000,31.180000,123116500
+2018-09-21,31.190001,32.419998,30.910000,31.020000,31.020000,129792900
+2018-09-24,31.129999,32.650002,30.910000,32.610001,32.610001,118332600
+2018-09-25,33.180000,33.599998,32.189999,32.570000,32.570000,118570200
+2018-09-26,32.400002,32.599998,31.719999,32.189999,32.189999,79347300
+2018-09-27,31.860001,32.630001,31.389999,32.590000,32.590000,87934400
+2018-09-28,32.240002,32.779999,29.980000,30.889999,30.889999,165453500
+2018-10-01,30.690001,31.910000,30.250000,31.420000,31.420000,94742900
+2018-10-02,30.730000,30.820000,28.650000,29.020000,29.020000,145276500
+2018-10-03,29.040001,29.219999,26.540001,28.430000,28.430000,190137200
+2018-10-04,27.990000,28.830000,27.370001,27.780001,27.780001,95831200
+2018-10-05,28.070000,28.469999,26.930000,27.350000,27.350000,88008500
+2018-10-08,26.730000,27.540001,25.959999,26.459999,26.459999,103789500
+2018-10-09,26.150000,27.709999,26.000000,27.240000,27.240000,105461800
+2018-10-10,27.379999,27.400000,24.910000,25.000000,25.000000,147682900
+2018-10-11,24.740000,26.200001,24.549999,25.299999,25.299999,147013800
+2018-10-12,26.770000,26.969999,25.670000,26.340000,26.340000,111059400
+2018-10-15,26.379999,26.770000,25.750000,26.260000,26.260000,70523500
+2018-10-16,26.629999,28.230000,26.170000,28.180000,28.180000,92529000
+2018-10-17,28.410000,28.530001,26.920000,27.299999,27.299999,89466900
+2018-10-18,27.080000,27.750000,26.400000,26.620001,26.620001,79623700
+2018-10-19,27.030001,27.100000,23.600000,23.660000,23.660000,130799900
+2018-10-22,24.459999,25.639999,24.090000,25.030001,25.030001,114158900
+2018-10-23,24.180000,25.260000,23.850000,25.090000,25.090000,101763000
+2018-10-24,25.040001,25.100000,22.750000,22.790001,22.790001,134489100
+2018-10-25,17.920000,20.150000,17.719999,19.270000,19.270000,189173700
+2018-10-26,18.490000,18.780001,17.049999,17.629999,17.629999,119689000
+2018-10-29,18.209999,18.230000,16.270000,16.850000,16.850000,94479600
+2018-10-30,16.379999,17.240000,16.170000,17.200001,17.200001,99049400
+2018-10-31,17.870001,18.340000,17.120001,18.209999,18.209999,110463700
+2018-11-01,18.410000,20.330000,18.080000,20.219999,20.219999,136896500
+2018-11-02,20.590000,21.059999,19.469999,20.230000,20.230000,123788000
+2018-11-05,20.120001,20.180000,18.879999,19.900000,19.900000,108016700
+2018-11-06,19.500000,21.650000,19.480000,20.680000,20.680000,144995700
+2018-11-07,21.420000,22.219999,21.070000,21.840000,21.840000,121115800
+2018-11-08,21.770000,22.080000,20.969999,21.200001,21.200001,92387600
+2018-11-09,20.770000,21.190001,20.110001,21.030001,21.030001,85900700
+2018-11-12,20.680000,20.850000,18.799999,19.030001,19.030001,95948200
+2018-11-13,19.280001,20.020000,18.969999,19.610001,19.610001,76126000
+2018-11-14,20.180000,21.110001,19.760000,20.809999,20.809999,106344300
+2018-11-15,20.719999,21.770000,20.420000,21.490000,21.490000,97715500
+2018-11-16,19.870001,20.969999,19.719999,20.660000,20.660000,112376600
+2018-11-19,20.400000,20.590000,19.090000,19.110001,19.110001,93578200
+2018-11-20,17.400000,19.580000,17.180000,19.209999,19.209999,109869400
+2018-11-21,20.049999,20.309999,18.500000,18.730000,18.730000,81585600
+2018-11-23,18.610001,19.830000,18.559999,19.379999,19.379999,54611300
+2018-11-26,19.959999,20.190001,19.110001,20.080000,20.080000,83211000
+2018-11-27,19.770000,21.450001,19.730000,21.049999,21.049999,119230100
+2018-11-28,21.820000,21.879999,20.180000,21.340000,21.340000,134425300
+2018-11-29,21.190001,21.610001,20.730000,21.430000,21.430000,79853700
+2018-11-30,21.299999,21.360001,20.520000,21.299999,21.299999,82370700
+2018-12-03,22.480000,23.750000,22.370001,23.709999,23.709999,139607400
+2018-12-04,23.350000,23.420000,21.070000,21.120001,21.120001,127392900
+2018-12-06,20.219999,21.410000,20.059999,21.299999,21.299999,103434700
+2018-12-07,21.299999,21.379999,19.170000,19.459999,19.459999,105764500
+2018-12-10,19.350000,20.129999,19.270000,19.990000,19.990000,77984500
+2018-12-11,20.709999,21.139999,19.690001,19.980000,19.980000,88027400
+2018-12-12,20.320000,21.020000,19.709999,20.480000,20.480000,100340700
+2018-12-13,20.629999,20.870001,19.760000,19.860001,19.860001,88108300
+2018-12-14,19.580000,20.700001,19.520000,19.900000,19.900000,84713600
+2018-12-17,20.010000,20.020000,18.639999,18.830000,18.830000,115437900
+2018-12-18,19.150000,19.840000,18.879999,19.500000,19.500000,101512900
+2018-12-19,19.440001,19.719999,18.000000,18.160000,18.160000,120644500
+2018-12-20,18.110001,18.860001,17.340000,17.940001,17.940001,119394500
+2018-12-21,18.120001,18.340000,16.760000,16.930000,16.930000,132246000
+2018-12-24,16.520000,17.219999,16.370001,16.650000,16.650000,62933100
+2018-12-26,16.879999,17.910000,16.030001,17.900000,17.900000,108811800
+2018-12-27,17.430000,17.740000,16.440001,17.490000,17.490000,111373000
+2018-12-28,17.530001,18.309999,17.139999,17.820000,17.820000,109214400
+2018-12-31,18.150000,18.510000,17.850000,18.459999,18.459999,84732200
+2019-01-02,18.010000,19.000000,17.980000,18.830000,18.830000,87148700
+2019-01-03,18.420000,18.680000,16.940001,17.049999,17.049999,117277600
+2019-01-04,17.549999,19.070000,17.430000,19.000000,19.000000,111878600
+2019-01-07,19.440001,20.680000,19.000000,20.570000,20.570000,107157000
+2019-01-08,21.190001,21.200001,19.680000,20.750000,20.750000,121271000
+2019-01-09,20.889999,21.440001,20.070000,20.190001,20.190001,163944100
+2019-01-10,19.760000,19.830000,18.900000,19.740000,19.740000,115629400
+2019-01-11,19.469999,20.350000,19.190001,20.270000,20.270000,85110800
+2019-01-14,19.959999,20.620001,19.750000,20.230000,20.230000,71350200
+2019-01-15,20.440001,20.680000,20.260000,20.379999,20.379999,62785800
+2019-01-16,20.400000,20.540001,19.709999,19.730000,19.730000,70849300
+2019-01-17,19.490000,20.510000,19.020000,20.250000,20.250000,85018400
+2019-01-18,20.370001,21.049999,20.020000,20.770000,20.770000,88131000
+2019-01-22,20.480000,20.920000,19.700001,19.760000,19.760000,78513700
+2019-01-23,20.030001,20.480000,19.549999,19.799999,19.799999,77811300
+2019-01-24,20.059999,21.010000,20.040001,20.850000,20.850000,97433400
+2019-01-25,20.990000,22.030001,20.790001,21.930000,21.930000,110239500
+2019-01-28,20.320000,21.010000,20.020000,20.180000,20.180000,135164100
+2019-01-29,20.260000,20.389999,19.049999,19.250000,19.250000,131202500
+2019-01-30,21.490000,23.129999,21.370001,23.090000,23.090000,211421200
+2019-01-31,23.020000,25.139999,22.830000,24.410000,24.410000,182575600
+2019-02-01,24.610001,24.840000,24.070000,24.510000,24.510000,105356200
+2019-02-04,24.430000,24.660000,24.070000,24.129999,24.129999,70843800
+2019-02-05,23.420000,23.860001,22.980000,23.309999,23.309999,122226000
+2019-02-06,23.629999,24.139999,23.219999,23.260000,23.260000,78684300
+2019-02-07,22.990000,23.219999,22.320000,22.670000,22.670000,86723900
+2019-02-08,22.330000,23.280001,22.270000,23.049999,23.049999,78129300
+2019-02-11,23.049999,23.280001,22.660000,22.959999,22.959999,60578700
+2019-02-12,23.430000,23.559999,22.750000,22.820000,22.820000,67595400
+2019-02-13,22.980000,23.240000,22.709999,22.850000,22.850000,57544200
+2019-02-14,22.740000,23.370001,22.590000,23.129999,23.129999,64441200
+2019-02-15,23.580000,24.049999,23.200001,23.680000,23.680000,78644100
+2019-02-19,23.629999,24.410000,23.610001,23.950001,23.950001,57517900
+2019-02-20,24.139999,24.370001,23.900000,23.950001,23.950001,57091600
+2019-02-21,24.040001,24.330000,23.850000,23.920000,23.920000,49608200
+2019-02-22,24.049999,24.360001,23.879999,24.360001,24.360001,52650700
+2019-02-25,25.010000,25.520000,24.680000,24.709999,24.709999,63221000
+2019-02-26,24.650000,24.719999,24.150000,24.209999,24.209999,48470100
+2019-02-27,24.110001,24.230000,23.209999,23.480000,23.480000,62649300
+2019-02-28,23.209999,23.670000,23.110001,23.530001,23.530001,39384900
+2019-03-01,23.969999,24.190001,23.450001,23.680000,23.680000,48084000
+2019-03-04,23.889999,24.129999,23.010000,23.370001,23.370001,48147700
+2019-03-05,23.340000,23.680000,23.010000,23.500000,23.500000,35462600
+2019-03-06,23.469999,23.530001,22.400000,22.410000,22.410000,60479400
+2019-03-07,22.330000,22.410000,21.730000,22.080000,22.080000,52186300
+2019-03-08,21.350000,22.090000,21.040001,22.010000,22.010000,49967700
+2019-03-11,22.150000,23.080000,21.980000,22.959999,22.959999,54420200
+2019-03-12,23.100000,23.799999,22.780001,23.490000,23.490000,56410600
+2019-03-13,23.660000,24.150000,23.350000,23.379999,23.379999,56705800
+2019-03-14,23.370001,23.490000,22.799999,22.820000,22.820000,42818600
+2019-03-15,23.100000,23.650000,23.010000,23.290001,23.290001,46519900
+2019-03-18,23.299999,23.620001,23.040001,23.250000,23.250000,34731800
+2019-03-19,23.600000,26.080000,23.590000,26.000000,26.000000,156052200
+2019-03-20,26.490000,26.879999,25.309999,25.700001,25.700001,151292100
+2019-03-21,25.780001,28.110001,25.709999,27.889999,27.889999,129610300
+2019-03-22,27.540001,27.750000,26.330000,26.370001,26.370001,115323300
+2019-03-25,26.290001,26.990000,25.540001,25.969999,25.969999,78438200
+2019-03-26,26.690001,26.980000,25.459999,25.690001,25.690001,75754100
+2019-03-27,25.700001,25.879999,24.549999,24.889999,24.889999,88585300
+2019-03-28,25.100000,25.559999,24.650000,25.059999,25.059999,64667500
+2019-03-29,25.580000,25.730000,25.250000,25.520000,25.520000,53502800
+2019-04-01,26.420000,26.559999,25.830000,26.360001,26.360001,63000300
+2019-04-02,26.510000,26.799999,26.090000,26.750000,26.750000,53358800
+2019-04-03,28.020000,29.950001,27.879999,29.020000,29.020000,197650500
+2019-04-04,28.879999,29.389999,28.610001,29.090000,29.090000,82191100
+2019-04-05,29.639999,29.690001,28.799999,28.980000,28.980000,65662700
+2019-04-08,28.690001,28.950001,28.180000,28.530001,28.530001,58002500
+2019-04-09,28.240000,28.379999,27.190001,27.240000,27.240000,75539800
+2019-04-10,27.459999,28.120001,27.320000,27.830000,27.830000,64368100
+2019-04-11,27.809999,28.049999,27.459999,27.790001,27.790001,44801200
+2019-04-12,28.209999,28.379999,27.660000,27.850000,27.850000,41048800
+2019-04-15,27.799999,27.840000,26.959999,27.330000,27.330000,40812500
+2019-04-16,27.719999,28.180000,27.490000,27.930000,27.930000,47340100
+2019-04-17,28.209999,28.270000,27.219999,27.490000,27.490000,48240800
+2019-04-18,27.600000,27.879999,27.340000,27.680000,27.680000,39880900
+2019-04-22,27.620001,28.230000,27.389999,28.180000,28.180000,36477300
+2019-04-23,28.180000,28.490000,27.790001,27.969999,27.969999,41777500
+2019-04-24,28.100000,28.850000,27.930000,28.459999,28.459999,51784700
+2019-04-25,28.670000,28.860001,27.360001,27.660000,27.660000,57329700
+2019-04-26,27.660000,27.900000,27.049999,27.879999,27.879999,48827900
+2019-04-29,27.900000,28.139999,27.500000,27.690001,27.690001,44532700
+2019-04-30,27.590000,27.799999,26.940001,27.629999,27.629999,73165900
+2019-05-01,28.950001,29.150000,26.780001,26.809999,26.809999,136066900
+2019-05-02,26.940001,28.639999,26.610001,28.290001,28.290001,100514800
+2019-05-03,28.299999,28.420000,27.660000,28.219999,28.219999,55503100
+2019-05-06,26.719999,27.500000,26.450001,27.420000,27.420000,70344100
+2019-05-07,27.200001,27.350000,26.209999,26.660000,26.660000,75868800
+2019-05-08,26.410000,27.709999,26.270000,27.090000,27.090000,65967500
+2019-05-09,26.700001,27.379999,26.030001,27.209999,27.209999,73150900
+2019-05-10,27.030001,28.100000,26.930000,27.959999,27.959999,82930100
+2019-05-13,26.980000,27.230000,26.100000,26.240000,26.240000,99017900
+2019-05-14,26.530001,27.480000,26.150000,27.320000,27.320000,82980400
+2019-05-15,26.870001,27.790001,26.730000,27.580000,27.580000,55689900
+2019-05-16,27.370001,28.370001,27.270000,28.010000,28.010000,67330100
+2019-05-17,27.690001,28.459999,27.400000,27.500000,27.500000,65385400
+2019-05-20,26.980000,27.240000,26.490000,26.680000,26.680000,69757400
+2019-05-21,27.180000,27.370001,26.930000,27.350000,27.350000,46079200
+2019-05-22,27.120001,27.590000,27.070000,27.410000,27.410000,40035300
+2019-05-23,26.990000,27.100000,26.030001,26.360001,26.360001,67809200
+2019-05-24,26.610001,26.930000,26.400000,26.440001,26.440001,39835800
+2019-05-28,27.270000,29.670000,27.059999,29.049999,29.049999,146949600
+2019-05-29,29.000000,29.320000,27.730000,28.090000,28.090000,99969600
+2019-05-30,28.400000,28.559999,27.600000,28.030001,28.030001,65289100
+2019-05-31,27.570000,28.360001,27.400000,27.410000,27.410000,68667800
+2019-06-03,28.750000,29.620001,27.290001,27.580000,27.580000,147532200
+2019-06-04,28.389999,29.590000,27.910000,29.570000,29.570000,107549500
+2019-06-05,29.930000,29.990000,29.030001,29.500000,29.500000,79481500
+2019-06-06,29.870001,31.980000,29.840000,31.820000,31.820000,131267800
+2019-06-07,31.940001,32.599998,31.570000,32.410000,32.410000,86841100
+2019-06-10,33.529999,34.299999,33.080002,33.230000,33.230000,97668800
+2019-06-11,33.430000,33.490002,31.820000,32.410000,32.410000,82834900
+2019-06-12,32.000000,32.570000,31.920000,32.180000,32.180000,56298700
+2019-06-13,32.389999,32.500000,31.059999,31.389999,31.389999,63556000
+2019-06-14,30.700001,30.959999,30.020000,30.360001,30.360001,70373000
+2019-06-17,30.250000,30.450001,29.180000,29.200001,29.200001,70865700
+2019-06-18,29.760000,30.969999,29.580000,30.450001,30.450001,86444500
+2019-06-19,30.670000,30.790001,30.059999,30.500000,30.500000,63233900
+2019-06-20,31.240000,31.360001,29.840000,30.010000,30.010000,72418200
+2019-06-21,29.650000,30.350000,28.969999,29.100000,29.100000,81861300
+2019-06-24,29.320000,29.400000,28.670000,29.260000,29.260000,55724800
+2019-06-25,29.260000,29.719999,28.799999,28.860001,28.860001,53680900
+2019-06-26,29.980000,30.480000,29.780001,29.920000,29.920000,65064200
+2019-06-27,30.410000,30.959999,30.209999,30.740000,30.740000,55623300
+2019-06-28,31.080000,31.110001,30.330000,30.370001,30.370001,50090900
+2019-07-01,31.790001,32.040001,30.870001,31.200001,31.200001,60275900
+2019-07-02,30.959999,31.260000,30.730000,31.240000,31.240000,37721700
+2019-07-03,31.129999,31.330000,30.740000,31.190001,31.190001,23462000
+2019-07-05,30.879999,31.559999,30.750000,31.500000,31.500000,34011900
+2019-07-08,31.799999,32.150002,31.260000,32.040001,32.040001,49689400
+2019-07-09,31.760000,33.180000,30.100000,33.150002,33.150002,61419800
+2019-07-10,33.560001,34.029999,33.360001,33.790001,33.790001,60388400
+2019-07-11,33.910000,34.000000,32.759998,33.060001,33.060001,63081800
+2019-07-12,32.759998,33.389999,32.590000,33.209999,33.209999,51509700
+2019-07-15,33.340000,34.549999,33.270000,34.389999,34.389999,65565200
+2019-07-16,34.299999,34.860001,33.799999,33.849998,33.849998,66912700
+2019-07-17,34.009998,34.299999,33.490002,33.599998,33.599998,42557900
+2019-07-18,33.029999,33.459999,32.419998,33.000000,33.000000,58473900
+2019-07-19,33.080002,33.349998,32.450001,32.509998,32.509998,44617700
+2019-07-22,32.799999,33.310001,32.740002,32.849998,32.849998,37777300
+2019-07-23,33.169998,33.500000,32.930000,33.490002,33.490002,38532500
+2019-07-24,33.639999,34.360001,33.450001,34.110001,34.110001,41952300
+2019-07-25,34.049999,34.250000,33.619999,33.669998,33.669998,36705600
+2019-07-26,34.230000,34.770000,33.869999,34.020000,34.020000,43502800
+2019-07-29,34.139999,34.180000,32.980000,33.480000,33.480000,45922000
+2019-07-30,33.209999,33.939999,32.939999,33.869999,33.869999,72198900
+2019-07-31,32.080002,32.299999,30.299999,30.450001,30.450001,119190000
+2019-08-01,30.500000,31.480000,29.100000,29.860001,29.860001,80878900
+2019-08-02,29.480000,29.730000,28.940001,29.440001,29.440001,60410900
+2019-08-05,28.260000,28.490000,27.650000,27.990000,27.990000,74333200
+2019-08-06,28.860001,29.049999,28.200001,28.860001,28.860001,60578400
+2019-08-07,28.469999,29.280001,28.370001,29.190001,29.190001,58577500
+2019-08-08,31.530001,34.270000,31.480000,33.919998,33.919998,167278800
+2019-08-09,33.450001,35.549999,33.080002,34.189999,34.189999,132483900
+2019-08-12,34.160000,34.650002,32.080002,32.430000,32.430000,106936000
+2019-08-13,32.360001,33.139999,31.719999,32.110001,32.110001,102009700
+2019-08-14,31.000000,31.049999,29.510000,30.240000,30.240000,127521500
+2019-08-15,30.629999,30.730000,29.209999,29.670000,29.670000,71674400
+2019-08-16,30.309999,31.480000,30.209999,31.180000,31.180000,70469800
+2019-08-19,32.000000,32.189999,31.420000,31.480000,31.480000,67596900
+2019-08-20,30.940001,31.309999,30.450001,30.719999,30.719999,47924000
+2019-08-21,31.049999,31.740000,30.840000,31.700001,31.700001,41441500
+2019-08-22,31.760000,31.920000,30.980000,31.900000,31.900000,47667900
+2019-08-23,31.299999,31.830000,29.400000,29.540001,29.540001,83681100
+2019-08-26,30.340000,30.719999,29.940001,30.280001,30.280001,50612500
+2019-08-27,30.600000,30.889999,29.600000,30.200001,30.200001,53229200
+2019-08-28,29.920000,31.180000,29.700001,30.780001,30.780001,55835900
+2019-08-29,31.469999,31.830000,31.330000,31.450001,31.450001,44422800
+2019-08-30,31.600000,31.870001,31.129999,31.450001,31.450001,40307000
+2019-09-03,30.830000,31.139999,30.680000,30.900000,30.900000,38029300
+2019-09-04,31.320000,31.830000,30.850000,30.950001,30.950001,46614600
+2019-09-05,31.790001,32.049999,31.120001,31.500000,31.500000,57861200
+2019-09-06,31.500000,31.510000,30.480000,30.559999,30.559999,51673000
+2019-09-09,30.930000,31.180000,30.240000,30.500000,30.500000,54413200
+2019-09-10,30.219999,30.379999,29.770000,30.230000,30.230000,48604800
+2019-09-11,30.379999,30.430000,29.510000,29.760000,29.760000,50631700
+2019-09-12,30.080000,30.840000,29.950001,30.209999,30.209999,53618300
+2019-09-13,30.270000,30.850000,29.950001,30.690001,30.690001,47758800
+2019-09-16,30.370001,31.150000,30.260000,30.830000,30.830000,52248500
+2019-09-17,31.070000,31.320000,30.740000,30.990000,30.990000,35011700
+2019-09-18,30.750000,30.889999,29.879999,30.420000,30.420000,47027500
+2019-09-19,30.570000,30.959999,30.139999,30.290001,30.290001,41603000
+2019-09-20,30.360001,30.469999,29.650000,30.049999,30.049999,79957400
+2019-09-23,30.120001,30.799999,30.070000,30.639999,30.639999,44366800
+2019-09-24,30.540001,30.750000,29.290001,29.520000,29.520000,72963000
+2019-09-25,29.480000,29.650000,28.549999,29.540001,29.540001,58234800
+2019-09-26,29.670000,29.770000,29.000000,29.469999,29.469999,40745400
+2019-09-27,29.170000,29.770000,28.350000,28.719999,28.719999,54091100
+2019-09-30,28.889999,29.049999,28.360001,28.990000,28.990000,37295600
+2019-10-01,29.049999,29.540001,28.639999,28.760000,28.760000,37081800
+2019-10-02,28.500000,28.850000,28.030001,28.309999,28.309999,43640700
+2019-10-03,28.280001,28.780001,27.430000,28.680000,28.680000,56325200
+2019-10-04,28.830000,29.059999,28.280001,29.010000,29.010000,34446700
+2019-10-07,28.900000,29.629999,28.840000,28.930000,28.930000,39337200
+2019-10-08,28.549999,28.639999,27.920000,28.230000,28.230000,44265700
+2019-10-09,28.799999,28.950001,28.350000,28.459999,28.459999,35661500
+2019-10-10,28.520000,28.889999,28.000000,28.379999,28.379999,40660100
+2019-10-11,28.830000,30.200001,28.809999,29.750000,29.750000,66256900
+2019-10-14,29.709999,30.610001,29.379999,30.530001,30.530001,44473700
+2019-10-15,30.700001,30.920000,30.170000,30.719999,30.719999,41600700
+2019-10-16,30.600000,31.410000,30.530001,30.809999,30.809999,42804400
+2019-10-17,31.299999,31.400000,30.860001,31.139999,31.139999,36884400
+2019-10-18,31.059999,31.330000,30.290001,30.969999,30.969999,39681700
+2019-10-21,31.500000,32.259998,31.410000,32.029999,32.029999,52182800
+2019-10-22,32.060001,32.150002,31.500000,31.510000,31.510000,36185200
+2019-10-23,31.090000,31.650000,30.830000,31.360001,31.360001,26582200
+2019-10-24,31.580000,31.860001,31.340000,31.719999,31.719999,27808000
+2019-10-25,31.900000,32.860001,31.830000,32.709999,32.709999,45368800
+2019-10-28,33.160000,33.910000,33.150002,33.689999,33.689999,51223600
+2019-10-29,33.730000,33.900002,32.700001,33.029999,33.029999,78700100
+2019-10-30,32.930000,33.340000,32.029999,33.130001,33.130001,78228800
+2019-10-31,32.980000,34.340000,32.820000,33.930000,33.930000,67881600
+2019-11-01,34.369999,35.000000,34.099998,34.889999,34.889999,64238600
+2019-11-04,35.189999,36.450001,34.759998,36.290001,36.290001,83343800
+2019-11-05,36.560001,37.180000,35.980000,36.150002,36.150002,84848600
+2019-11-06,36.060001,36.480000,35.520000,35.930000,35.930000,51675100
+2019-11-07,36.520000,36.990002,36.029999,36.279999,36.279999,54350200
+2019-11-08,36.060001,36.580002,36.000000,36.290001,36.290001,39353900
+2019-11-11,35.959999,36.660000,35.580002,36.310001,36.310001,43511100
+2019-11-12,36.430000,37.130001,36.400002,36.709999,36.709999,58664500
+2019-11-13,36.650002,37.959999,36.580002,37.520000,37.520000,67648300
+2019-11-14,37.509998,38.500000,37.360001,38.349998,38.349998,65829500
+2019-11-15,38.939999,39.369999,38.340000,38.560001,38.560001,62958500
+2019-11-18,38.650002,39.990002,38.599998,39.880001,39.880001,66102800
+2019-11-19,40.139999,41.790001,39.689999,41.290001,41.290001,94373000
+2019-11-20,40.959999,41.750000,40.070000,40.980000,40.980000,79767900
+2019-11-21,40.419998,40.709999,38.639999,39.520000,39.520000,88069400
+2019-11-22,39.360001,39.889999,38.189999,39.150002,39.150002,56931900
+2019-11-25,39.500000,40.169998,39.490002,39.790001,39.790001,45769500
+2019-11-26,39.299999,39.480000,38.810001,38.990002,38.990002,43603300
+2019-11-27,39.459999,39.759998,39.070000,39.410000,39.410000,33630100
+2019-11-29,39.099998,39.520000,39.020000,39.150002,39.150002,17609900
+2019-12-02,39.320000,39.410000,38.439999,38.730000,38.730000,35710200
+2019-12-03,37.340000,38.930000,37.150002,38.900002,38.900002,51556400
+2019-12-04,39.380001,39.820000,39.130001,39.689999,39.689999,44299400
+2019-12-05,39.950001,40.220001,39.549999,39.619999,39.619999,35574000
+2019-12-06,40.099998,40.189999,39.560001,39.630001,39.630001,31101400
+2019-12-09,39.459999,39.840000,38.910000,38.930000,38.930000,27928100
+2019-12-10,39.200001,39.730000,38.820000,39.439999,39.439999,33733600
+2019-12-11,39.439999,39.610001,39.040001,39.470001,39.470001,31698300
+2019-12-12,39.400002,42.619999,39.250000,42.590000,42.590000,86878000
+2019-12-13,42.349998,42.950001,41.060001,41.150002,41.150002,79927800
+2019-12-16,41.730000,42.980000,41.730000,42.349998,42.349998,58824900
+2019-12-17,42.509998,43.110001,42.150002,42.770000,42.770000,44852000
+2019-12-18,42.790001,43.060001,42.240002,42.299999,42.299999,39083300
+2019-12-19,42.630001,43.340000,42.599998,42.830002,42.830002,45883000
+2019-12-20,43.439999,44.259998,43.259998,44.150002,44.150002,68104700
+2019-12-23,44.580002,45.630001,44.389999,45.459999,45.459999,55886500
+2019-12-24,46.099998,46.610001,45.770000,46.540001,46.540001,44432200
+2019-12-26,46.990002,47.310001,45.660000,46.630001,46.630001,57562800
+2019-12-27,46.849998,46.880001,45.980000,46.180000,46.180000,36581300
+2019-12-30,46.139999,46.169998,44.660000,45.520000,45.520000,41149700
+2019-12-31,45.070000,46.090000,44.919998,45.860001,45.860001,31673200
+2020-01-02,46.860001,49.250000,46.630001,49.099998,49.099998,80331100
+2020-01-03,48.029999,49.389999,47.540001,48.599998,48.599998,73127400
+2020-01-06,48.020000,48.860001,47.860001,48.389999,48.389999,47934900
+2020-01-07,49.349998,49.389999,48.040001,48.250000,48.250000,58061400
+2020-01-08,47.849998,48.299999,47.139999,47.830002,47.830002,53767000
+2020-01-09,48.939999,49.959999,48.389999,48.970001,48.970001,76512800
+2020-01-10,49.259998,49.290001,48.000000,48.169998,48.169998,44133700
+2020-01-13,48.660000,48.860001,48.240002,48.750000,48.750000,34266800
+2020-01-14,48.639999,49.040001,47.910000,48.209999,48.209999,38563200
+2020-01-15,48.230000,49.080002,48.119999,48.549999,48.549999,40199900
+2020-01-16,49.169998,50.310001,48.990002,49.770000,49.770000,58898900
+2020-01-17,50.200001,51.049999,49.900002,50.930000,50.930000,57722500
+2020-01-21,50.959999,51.810001,50.700001,51.049999,51.049999,49095000
+2020-01-22,51.630001,51.880001,51.200001,51.430000,51.430000,40772200
+2020-01-23,51.340000,51.750000,50.740002,51.709999,51.709999,40135400
+2020-01-24,52.279999,52.810001,49.470001,50.349998,50.349998,80004900
+2020-01-27,48.450001,49.790001,47.900002,49.259998,49.259998,48878600
+2020-01-28,50.029999,50.849998,49.480000,50.529999,50.529999,62343800
+2020-01-29,47.840000,48.070000,46.099998,47.509998,47.509998,112349900
+2020-01-30,46.490002,48.810001,46.130001,48.779999,48.779999,70460200
+2020-01-31,48.400002,48.580002,46.790001,47.000000,47.000000,60322400
+2020-02-03,46.400002,48.099998,46.230000,48.020000,48.020000,46983500
+2020-02-04,49.209999,49.750000,48.610001,49.450001,49.450001,46302100
+2020-02-05,50.290001,50.419998,49.310001,49.840000,49.840000,42737100
+2020-02-06,48.799999,49.389999,47.630001,49.320000,49.320000,48670600
+2020-02-07,48.910000,50.669998,48.639999,49.730000,49.730000,53107600
+2020-02-10,49.470001,52.299999,49.349998,52.259998,52.259998,60971700
+2020-02-11,53.220001,54.480000,52.910000,53.799999,53.799999,74719100
+2020-02-12,54.529999,54.849998,53.529999,53.889999,53.889999,45994900
+2020-02-13,53.430000,55.029999,53.340000,54.529999,54.529999,51640000
+2020-02-14,55.189999,55.400002,54.560001,55.310001,55.310001,52365400
+2020-02-18,54.939999,58.130001,54.840000,56.889999,56.889999,70133200
+2020-02-19,57.990002,59.270000,57.509998,58.900002,58.900002,58597300
+2020-02-20,58.439999,59.020000,56.150002,57.270000,57.270000,74203400
+2020-02-21,56.709999,56.799999,52.889999,53.279999,53.279999,88271100
+2020-02-24,48.180000,50.279999,47.490002,49.119999,49.119999,86624100
+2020-02-25,51.139999,51.240002,47.119999,47.570000,47.570000,88699400
+2020-02-26,47.700001,49.290001,47.070000,47.490002,47.490002,86378400
+2020-02-27,45.380001,46.240002,42.209999,44.009998,44.009998,106416200
+2020-02-28,41.360001,46.150002,41.040001,45.480000,45.480000,100331800
+2020-03-02,47.419998,47.680000,44.660000,47.459999,47.459999,102324700
+2020-03-03,49.029999,50.200001,45.669998,46.750000,46.750000,141972300
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80270100
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63041600
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72761000
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40686100
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48569200
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64666700
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44741000
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71621600
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65642600
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88513700
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,55825600
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40403000
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58583600
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57232700
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
\ No newline at end of file
diff --git a/AMD_Dataset/AMD2016-2021.csv b/AMD_Dataset/AMD2016-2021.csv
new file mode 100644
index 0000000..0e294f5
--- /dev/null
+++ b/AMD_Dataset/AMD2016-2021.csv
@@ -0,0 +1,1261 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2016-01-04,2.770000,2.820000,2.630000,2.770000,2.770000,32516800
+2016-01-05,2.770000,2.800000,2.640000,2.750000,2.750000,12972300
+2016-01-06,2.660000,2.710000,2.470000,2.510000,2.510000,23759400
+2016-01-07,2.430000,2.480000,2.260000,2.280000,2.280000,22203500
+2016-01-08,2.360000,2.420000,2.100000,2.140000,2.140000,31822400
+2016-01-11,2.160000,2.360000,2.120000,2.340000,2.340000,19629300
+2016-01-12,2.400000,2.460000,2.280000,2.390000,2.390000,17986100
+2016-01-13,2.400000,2.450000,2.210000,2.250000,2.250000,12749700
+2016-01-14,2.290000,2.350000,2.210000,2.210000,2.210000,15666600
+2016-01-15,2.100000,2.130000,1.990000,2.030000,2.030000,21199300
+2016-01-19,2.080000,2.110000,1.900000,1.950000,1.950000,18978900
+2016-01-20,1.810000,1.950000,1.750000,1.800000,1.800000,29243600
+2016-01-21,1.820000,2.180000,1.810000,2.090000,2.090000,26387900
+2016-01-22,2.110000,2.170000,1.980000,2.020000,2.020000,16245500
+2016-01-25,2.010000,2.150000,2.010000,2.120000,2.120000,13080900
+2016-01-26,2.140000,2.150000,2.030000,2.070000,2.070000,11097400
+2016-01-27,2.080000,2.180000,2.070000,2.130000,2.130000,10833200
+2016-01-28,2.160000,2.170000,2.070000,2.080000,2.080000,7118400
+2016-01-29,2.090000,2.200000,2.070000,2.200000,2.200000,11998100
+2016-02-01,2.170000,2.190000,2.110000,2.140000,2.140000,8816100
+2016-02-02,2.110000,2.140000,1.960000,1.990000,1.990000,11224100
+2016-02-03,2.040000,2.080000,1.950000,2.070000,2.070000,9978600
+2016-02-04,2.060000,2.170000,2.030000,2.090000,2.090000,8284800
+2016-02-05,2.060000,2.080000,1.980000,1.980000,1.980000,7914400
+2016-02-08,1.970000,1.980000,1.870000,1.930000,1.930000,11589000
+2016-02-09,1.890000,2.000000,1.850000,1.900000,1.900000,14991500
+2016-02-10,1.920000,1.980000,1.830000,1.840000,1.840000,9466100
+2016-02-11,1.820000,1.940000,1.810000,1.860000,1.860000,7858300
+2016-02-12,1.890000,1.910000,1.820000,1.830000,1.830000,9957300
+2016-02-16,1.860000,1.900000,1.820000,1.830000,1.830000,11853400
+2016-02-17,1.850000,1.940000,1.850000,1.900000,1.900000,13770200
+2016-02-18,1.930000,1.980000,1.900000,1.910000,1.910000,10823400
+2016-02-19,1.930000,1.930000,1.830000,1.910000,1.910000,7784100
+2016-02-22,1.940000,2.040000,1.930000,2.010000,2.010000,9895500
+2016-02-23,2.040000,2.060000,1.970000,1.970000,1.970000,6710600
+2016-02-24,1.980000,2.040000,1.930000,2.020000,2.020000,6906200
+2016-02-25,2.020000,2.040000,1.980000,2.030000,2.030000,5614400
+2016-02-26,2.040000,2.100000,2.030000,2.070000,2.070000,7911500
+2016-02-29,2.060000,2.150000,2.050000,2.140000,2.140000,11400300
+2016-03-01,2.160000,2.200000,2.120000,2.180000,2.180000,9011200
+2016-03-02,2.200000,2.330000,2.180000,2.320000,2.320000,10845700
+2016-03-03,2.320000,2.550000,2.300000,2.460000,2.460000,22092400
+2016-03-04,2.420000,2.500000,2.340000,2.370000,2.370000,15449000
+2016-03-07,2.360000,2.470000,2.360000,2.470000,2.470000,8754300
+2016-03-08,2.440000,2.460000,2.300000,2.300000,2.300000,10026900
+2016-03-09,2.320000,2.350000,2.200000,2.260000,2.260000,13082400
+2016-03-10,2.290000,2.310000,2.150000,2.260000,2.260000,9603500
+2016-03-11,2.290000,2.540000,2.290000,2.520000,2.520000,21382400
+2016-03-14,2.530000,2.750000,2.500000,2.720000,2.720000,33848000
+2016-03-15,2.670000,2.690000,2.450000,2.490000,2.490000,21573600
+2016-03-16,2.500000,2.640000,2.490000,2.630000,2.630000,13015700
+2016-03-17,2.770000,2.810000,2.700000,2.800000,2.800000,29000800
+2016-03-18,2.800000,2.930000,2.770000,2.930000,2.930000,26330500
+2016-03-21,2.900000,2.900000,2.750000,2.800000,2.800000,13464900
+2016-03-22,2.730000,2.850000,2.710000,2.790000,2.790000,10315800
+2016-03-23,2.800000,2.830000,2.680000,2.680000,2.680000,10167100
+2016-03-24,2.690000,2.810000,2.620000,2.790000,2.790000,10040200
+2016-03-28,2.810000,2.840000,2.730000,2.780000,2.780000,7683700
+2016-03-29,2.740000,2.880000,2.700000,2.860000,2.860000,13616200
+2016-03-30,2.880000,2.980000,2.850000,2.860000,2.860000,14945900
+2016-03-31,2.840000,2.880000,2.800000,2.850000,2.850000,9071500
+2016-04-01,2.790000,2.880000,2.760000,2.830000,2.830000,8257700
+2016-04-04,2.830000,2.870000,2.800000,2.830000,2.830000,5591100
+2016-04-05,2.760000,2.840000,2.720000,2.760000,2.760000,9640200
+2016-04-06,2.750000,2.800000,2.720000,2.800000,2.800000,12534600
+2016-04-07,2.760000,2.830000,2.610000,2.640000,2.640000,13479200
+2016-04-08,2.700000,2.760000,2.680000,2.740000,2.740000,8489000
+2016-04-11,2.760000,2.820000,2.740000,2.760000,2.760000,9045100
+2016-04-12,2.790000,2.850000,2.760000,2.810000,2.810000,16131900
+2016-04-13,2.780000,2.820000,2.730000,2.800000,2.800000,8048000
+2016-04-14,2.770000,2.790000,2.700000,2.720000,2.720000,8985300
+2016-04-15,2.720000,2.750000,2.680000,2.700000,2.700000,7487500
+2016-04-18,2.670000,2.800000,2.650000,2.760000,2.760000,8938800
+2016-04-19,2.780000,2.780000,2.610000,2.620000,2.620000,11719900
+2016-04-20,2.620000,2.720000,2.610000,2.700000,2.700000,7926100
+2016-04-21,2.650000,2.700000,2.600000,2.620000,2.620000,13957200
+2016-04-22,3.190000,3.990000,3.180000,3.990000,3.990000,143265300
+2016-04-25,3.810000,3.820000,3.310000,3.450000,3.450000,80607900
+2016-04-26,3.450000,3.750000,3.440000,3.660000,3.660000,36336900
+2016-04-27,3.550000,3.750000,3.530000,3.730000,3.730000,24186800
+2016-04-28,3.690000,3.800000,3.600000,3.610000,3.610000,20230000
+2016-04-29,3.690000,3.690000,3.450000,3.550000,3.550000,17717800
+2016-05-02,3.580000,3.750000,3.570000,3.740000,3.740000,16972800
+2016-05-03,3.700000,3.710000,3.580000,3.600000,3.600000,13784800
+2016-05-04,3.540000,3.670000,3.540000,3.600000,3.600000,8688500
+2016-05-05,3.640000,3.800000,3.610000,3.660000,3.660000,21529600
+2016-05-06,3.650000,3.750000,3.640000,3.680000,3.680000,11839300
+2016-05-09,3.660000,3.680000,3.450000,3.650000,3.650000,16299400
+2016-05-10,3.660000,3.680000,3.560000,3.640000,3.640000,9415100
+2016-05-11,3.610000,3.680000,3.600000,3.650000,3.650000,7540300
+2016-05-12,3.650000,3.680000,3.550000,3.590000,3.590000,9255800
+2016-05-13,3.560000,3.730000,3.550000,3.670000,3.670000,16470100
+2016-05-16,3.670000,3.850000,3.650000,3.790000,3.790000,14703800
+2016-05-17,3.800000,3.980000,3.690000,3.790000,3.790000,20066100
+2016-05-18,3.790000,3.970000,3.770000,3.840000,3.840000,19487500
+2016-05-19,3.830000,3.850000,3.690000,3.770000,3.770000,17696900
+2016-05-20,3.830000,3.900000,3.810000,3.870000,3.870000,13799600
+2016-05-23,3.900000,4.200000,3.880000,4.040000,4.040000,35467000
+2016-05-24,4.090000,4.210000,3.920000,4.200000,4.200000,34283900
+2016-05-25,4.240000,4.350000,4.150000,4.180000,4.180000,24703600
+2016-05-26,4.190000,4.380000,4.170000,4.350000,4.350000,22625700
+2016-05-27,4.390000,4.630000,4.370000,4.600000,4.600000,34429600
+2016-05-31,4.670000,4.710000,4.500000,4.570000,4.570000,25379200
+2016-06-01,4.600000,4.640000,4.380000,4.430000,4.430000,29696400
+2016-06-02,4.370000,4.400000,4.070000,4.240000,4.240000,35335000
+2016-06-03,4.160000,4.200000,4.080000,4.160000,4.160000,17561800
+2016-06-06,4.200000,4.510000,4.170000,4.470000,4.470000,21329600
+2016-06-07,4.560000,4.670000,4.470000,4.510000,4.510000,20676200
+2016-06-08,4.540000,4.560000,4.380000,4.460000,4.460000,16074300
+2016-06-09,4.410000,4.540000,4.320000,4.520000,4.520000,16219100
+2016-06-10,4.400000,4.470000,4.300000,4.320000,4.320000,15106500
+2016-06-13,4.320000,4.480000,4.320000,4.400000,4.400000,13500700
+2016-06-14,4.400000,4.510000,4.330000,4.390000,4.390000,16757400
+2016-06-15,4.440000,4.480000,4.300000,4.420000,4.420000,11575300
+2016-06-16,4.500000,4.750000,4.460000,4.750000,4.750000,34182700
+2016-06-17,4.750000,5.270000,4.680000,5.260000,5.260000,64894100
+2016-06-20,5.390000,5.450000,5.090000,5.100000,5.100000,43541300
+2016-06-21,5.100000,5.500000,5.090000,5.450000,5.450000,35864600
+2016-06-22,5.460000,5.520000,4.960000,5.020000,5.020000,47943300
+2016-06-23,5.170000,5.260000,5.050000,5.210000,5.210000,29159200
+2016-06-24,4.820000,5.070000,4.760000,4.880000,4.880000,36735200
+2016-06-27,4.880000,5.050000,4.650000,4.720000,4.720000,31025300
+2016-06-28,4.950000,5.190000,4.910000,5.120000,5.120000,29221400
+2016-06-29,5.310000,5.400000,5.100000,5.130000,5.130000,33118300
+2016-06-30,5.130000,5.190000,4.950000,5.140000,5.140000,26124800
+2016-07-01,5.090000,5.140000,5.000000,5.070000,5.070000,18255900
+2016-07-05,5.030000,5.050000,4.880000,4.960000,4.960000,16332500
+2016-07-06,4.910000,5.110000,4.900000,5.040000,5.040000,19392900
+2016-07-07,5.070000,5.100000,4.940000,5.020000,5.020000,15813800
+2016-07-08,4.840000,5.150000,4.820000,5.100000,5.100000,28140700
+2016-07-11,5.130000,5.190000,5.000000,5.010000,5.010000,21027900
+2016-07-12,5.010000,5.170000,5.010000,5.140000,5.140000,20832500
+2016-07-13,5.140000,5.190000,5.040000,5.090000,5.090000,14032500
+2016-07-14,5.150000,5.240000,5.060000,5.170000,5.170000,20050100
+2016-07-15,5.200000,5.200000,5.100000,5.140000,5.140000,14219300
+2016-07-18,5.190000,5.570000,5.130000,5.510000,5.510000,38619400
+2016-07-19,5.500000,5.550000,5.340000,5.410000,5.410000,23439600
+2016-07-20,5.480000,5.500000,5.400000,5.410000,5.410000,20102400
+2016-07-21,5.430000,5.450000,5.100000,5.220000,5.220000,40242000
+2016-07-22,5.730000,5.970000,5.450000,5.840000,5.840000,101838300
+2016-07-25,5.930000,6.950000,5.920000,6.700000,6.700000,118328600
+2016-07-26,6.760000,7.160000,6.710000,6.980000,6.980000,81230600
+2016-07-27,6.930000,6.980000,6.680000,6.850000,6.850000,38567300
+2016-07-28,6.790000,6.980000,6.740000,6.820000,6.820000,27515600
+2016-07-29,6.880000,6.960000,6.750000,6.860000,6.860000,22580500
+2016-08-01,6.890000,6.920000,6.570000,6.640000,6.640000,26729000
+2016-08-02,6.560000,6.600000,6.150000,6.260000,6.260000,40816400
+2016-08-03,6.180000,6.450000,6.150000,6.300000,6.300000,23807800
+2016-08-04,6.390000,6.610000,6.370000,6.470000,6.470000,22411000
+2016-08-05,6.560000,6.760000,6.470000,6.610000,6.610000,20164000
+2016-08-08,6.700000,6.850000,6.650000,6.680000,6.680000,21462200
+2016-08-09,6.750000,6.780000,6.540000,6.600000,6.600000,16772400
+2016-08-10,6.350000,6.580000,6.250000,6.490000,6.490000,29070700
+2016-08-11,6.500000,6.590000,6.460000,6.580000,6.580000,13240300
+2016-08-12,6.600000,6.790000,6.550000,6.730000,6.730000,25466400
+2016-08-15,6.790000,6.970000,6.780000,6.950000,6.950000,28339400
+2016-08-16,6.940000,6.940000,6.650000,6.780000,6.780000,26768800
+2016-08-17,6.700000,6.750000,6.610000,6.680000,6.680000,13791300
+2016-08-18,6.740000,7.070000,6.730000,7.040000,7.040000,30783300
+2016-08-19,7.240000,8.000000,7.220000,7.620000,7.620000,75129300
+2016-08-22,7.830000,7.950000,7.370000,7.580000,7.580000,41519200
+2016-08-23,7.660000,7.740000,7.530000,7.670000,7.670000,27531100
+2016-08-24,7.670000,7.670000,7.370000,7.430000,7.430000,22943900
+2016-08-25,7.490000,7.490000,7.200000,7.470000,7.470000,16451300
+2016-08-26,7.490000,7.800000,7.460000,7.670000,7.670000,31387900
+2016-08-29,7.720000,7.790000,7.570000,7.590000,7.590000,16916300
+2016-08-30,7.610000,7.640000,7.410000,7.490000,7.490000,16088100
+2016-08-31,7.520000,7.520000,7.280000,7.400000,7.400000,18808800
+2016-09-01,7.180000,7.440000,7.090000,7.350000,7.350000,22284600
+2016-09-02,7.490000,7.640000,7.380000,7.510000,7.510000,18538400
+2016-09-06,7.560000,7.600000,7.250000,7.340000,7.340000,24994600
+2016-09-07,7.050000,7.070000,6.780000,6.840000,6.840000,57721900
+2016-09-08,6.640000,6.650000,6.150000,6.230000,6.230000,90814700
+2016-09-09,6.230000,6.240000,5.850000,5.900000,5.900000,170828000
+2016-09-12,5.830000,6.070000,5.770000,5.940000,5.940000,78014400
+2016-09-13,5.920000,5.950000,5.660000,5.740000,5.740000,50819500
+2016-09-14,5.750000,6.080000,5.750000,6.040000,6.040000,64251100
+2016-09-15,6.090000,6.200000,5.950000,6.020000,6.020000,52669500
+2016-09-16,6.220000,6.220000,5.970000,6.050000,6.050000,47829400
+2016-09-19,6.120000,6.280000,6.080000,6.160000,6.160000,37837200
+2016-09-20,6.230000,6.280000,6.120000,6.170000,6.170000,28990900
+2016-09-21,6.200000,6.320000,6.140000,6.290000,6.290000,33450000
+2016-09-22,6.350000,6.440000,6.330000,6.370000,6.370000,35848200
+2016-09-23,6.310000,6.650000,6.310000,6.550000,6.550000,61022400
+2016-09-26,6.540000,6.540000,6.310000,6.320000,6.320000,29875800
+2016-09-27,6.450000,6.580000,6.290000,6.540000,6.540000,30035900
+2016-09-28,6.570000,6.650000,6.480000,6.590000,6.590000,27878300
+2016-09-29,6.570000,6.730000,6.540000,6.670000,6.670000,30746100
+2016-09-30,6.700000,7.040000,6.700000,6.910000,6.910000,47453100
+2016-10-03,6.950000,7.150000,6.870000,6.950000,6.950000,30456700
+2016-10-04,7.000000,7.090000,6.890000,6.970000,6.970000,25770000
+2016-10-05,6.970000,7.010000,6.700000,6.780000,6.780000,31235600
+2016-10-06,6.720000,6.980000,6.630000,6.960000,6.960000,27059700
+2016-10-07,6.920000,6.960000,6.620000,6.750000,6.750000,33059000
+2016-10-10,6.820000,6.940000,6.800000,6.840000,6.840000,13800500
+2016-10-11,6.800000,6.840000,6.380000,6.500000,6.500000,32510800
+2016-10-12,6.640000,6.770000,6.420000,6.620000,6.620000,33592700
+2016-10-13,6.500000,6.540000,6.240000,6.490000,6.490000,30401700
+2016-10-14,6.920000,7.120000,6.740000,6.750000,6.750000,66934400
+2016-10-17,6.920000,6.970000,6.640000,6.670000,6.670000,24261500
+2016-10-18,6.760000,6.890000,6.690000,6.730000,6.730000,25314800
+2016-10-19,6.700000,6.800000,6.570000,6.770000,6.770000,29420200
+2016-10-20,6.810000,6.980000,6.770000,6.960000,6.960000,64607500
+2016-10-21,6.500000,6.650000,6.370000,6.520000,6.520000,64243500
+2016-10-24,6.570000,7.010000,6.540000,7.010000,7.010000,52998400
+2016-10-25,6.900000,7.500000,6.870000,7.500000,7.500000,78862000
+2016-10-26,7.400000,7.480000,7.260000,7.290000,7.290000,47619300
+2016-10-27,7.440000,7.460000,7.100000,7.110000,7.110000,37804200
+2016-10-28,7.100000,7.530000,7.020000,7.200000,7.200000,77261300
+2016-10-31,7.240000,7.460000,7.200000,7.230000,7.230000,42345900
+2016-11-01,7.320000,7.430000,6.920000,7.090000,7.090000,39906900
+2016-11-02,7.030000,7.060000,6.670000,6.760000,6.760000,33852200
+2016-11-03,6.780000,6.790000,6.560000,6.700000,6.700000,33673600
+2016-11-04,6.690000,6.720000,6.460000,6.560000,6.560000,32215700
+2016-11-07,6.790000,6.990000,6.760000,6.960000,6.960000,36999200
+2016-11-08,6.850000,7.180000,6.750000,7.000000,7.000000,37728500
+2016-11-09,6.700000,7.050000,6.640000,6.940000,6.940000,38479500
+2016-11-10,6.820000,6.910000,6.220000,6.300000,6.300000,71749500
+2016-11-11,6.640000,6.690000,6.470000,6.690000,6.690000,39492200
+2016-11-14,6.830000,6.840000,6.610000,6.790000,6.790000,29596400
+2016-11-15,6.820000,7.080000,6.790000,6.970000,6.970000,28909400
+2016-11-16,7.090000,7.750000,7.070000,7.670000,7.670000,78083200
+2016-11-17,7.790000,8.770000,7.770000,8.460000,8.460000,124235500
+2016-11-18,8.680000,8.830000,8.400000,8.710000,8.710000,62336200
+2016-11-21,8.870000,9.220000,8.860000,8.940000,8.940000,65595900
+2016-11-22,9.050000,9.060000,8.540000,8.690000,8.690000,71312800
+2016-11-23,8.720000,8.860000,8.500000,8.800000,8.800000,34646000
+2016-11-25,8.800000,8.910000,8.690000,8.770000,8.770000,14214100
+2016-11-28,8.720000,8.980000,8.720000,8.830000,8.830000,25907800
+2016-11-29,9.000000,9.230000,8.850000,8.930000,8.930000,54831400
+2016-11-30,9.020000,9.120000,8.900000,8.910000,8.910000,36511900
+2016-12-01,8.920000,9.030000,8.260000,8.390000,8.390000,56682400
+2016-12-02,8.380000,8.740000,8.380000,8.530000,8.530000,42398900
+2016-12-05,8.690000,8.710000,8.450000,8.680000,8.680000,31410100
+2016-12-06,8.950000,9.540000,8.820000,9.450000,9.450000,92242900
+2016-12-07,9.650000,9.790000,9.240000,9.560000,9.560000,54897300
+2016-12-08,9.900000,10.660000,9.800000,10.340000,10.340000,104613000
+2016-12-09,10.380000,10.540000,9.870000,10.340000,10.340000,60600800
+2016-12-12,10.400000,10.930000,10.380000,10.680000,10.680000,63342900
+2016-12-13,10.750000,10.800000,10.400000,10.540000,10.540000,46967800
+2016-12-14,10.430000,10.740000,10.270000,10.550000,10.550000,46968600
+2016-12-15,10.680000,10.930000,10.640000,10.860000,10.860000,48871300
+2016-12-16,10.940000,11.230000,10.600000,10.660000,10.660000,77777700
+2016-12-19,10.810000,11.000000,10.520000,10.950000,10.950000,46085800
+2016-12-20,11.190000,11.510000,11.150000,11.510000,11.510000,59314200
+2016-12-21,11.610000,11.720000,11.310000,11.470000,11.470000,44814100
+2016-12-22,11.650000,11.750000,11.470000,11.600000,11.600000,36450800
+2016-12-23,11.300000,11.600000,11.260000,11.580000,11.580000,32288200
+2016-12-27,11.650000,12.080000,11.600000,12.070000,12.070000,44336500
+2016-12-28,12.280000,12.420000,11.460000,11.550000,11.550000,71254500
+2016-12-29,11.240000,11.620000,11.010000,11.590000,11.590000,50234300
+2016-12-30,11.700000,11.780000,11.250000,11.340000,11.340000,44095400
+2017-01-03,11.420000,11.650000,11.020000,11.430000,11.430000,55182000
+2017-01-04,11.450000,11.520000,11.240000,11.430000,11.430000,40781200
+2017-01-05,11.430000,11.690000,11.230000,11.240000,11.240000,38855200
+2017-01-06,11.290000,11.490000,11.110000,11.320000,11.320000,34453500
+2017-01-09,11.370000,11.640000,11.310000,11.490000,11.490000,37304800
+2017-01-10,11.550000,11.630000,11.330000,11.440000,11.440000,29201600
+2017-01-11,11.390000,11.410000,11.150000,11.200000,11.200000,39377000
+2017-01-12,10.980000,11.040000,10.330000,10.760000,10.760000,75244100
+2017-01-13,10.790000,10.870000,10.560000,10.580000,10.580000,38377500
+2017-01-17,10.170000,10.230000,9.780000,9.820000,9.820000,70491800
+2017-01-18,9.540000,10.100000,9.420000,9.880000,9.880000,51797600
+2017-01-19,9.920000,10.250000,9.750000,9.770000,9.770000,46151300
+2017-01-20,9.880000,9.960000,9.670000,9.750000,9.750000,27982100
+2017-01-23,9.680000,10.060000,9.680000,9.910000,9.910000,27905700
+2017-01-24,9.950000,10.490000,9.950000,10.440000,10.440000,43991200
+2017-01-25,10.740000,10.980000,10.150000,10.350000,10.350000,61778100
+2017-01-26,10.350000,10.660000,10.300000,10.520000,10.520000,35866600
+2017-01-27,10.600000,10.730000,10.520000,10.670000,10.670000,32719200
+2017-01-30,10.620000,10.680000,10.300000,10.610000,10.610000,37725000
+2017-01-31,10.600000,10.670000,10.220000,10.370000,10.370000,53704900
+2017-02-01,10.900000,12.140000,10.810000,12.060000,12.060000,165939300
+2017-02-02,11.980000,12.660000,11.950000,12.280000,12.280000,116324500
+2017-02-03,12.370000,12.500000,12.040000,12.240000,12.240000,60036700
+2017-02-06,12.460000,13.700000,12.380000,13.630000,13.630000,140474100
+2017-02-07,14.050000,14.270000,13.060000,13.290000,13.290000,158683800
+2017-02-08,13.210000,13.750000,13.080000,13.560000,13.560000,75942900
+2017-02-09,13.780000,13.890000,13.400000,13.420000,13.420000,73339900
+2017-02-10,13.860000,13.860000,13.250000,13.580000,13.580000,54579300
+2017-02-13,13.700000,13.950000,13.380000,13.490000,13.490000,57413100
+2017-02-14,13.430000,13.490000,13.190000,13.260000,13.260000,40479100
+2017-02-15,13.200000,13.440000,13.150000,13.300000,13.300000,33722300
+2017-02-16,13.250000,13.350000,12.840000,12.970000,12.970000,52502500
+2017-02-17,12.790000,13.140000,12.600000,13.130000,13.130000,40888000
+2017-02-21,13.410000,14.100000,13.400000,14.000000,14.000000,66357100
+2017-02-22,14.300000,14.500000,14.040000,14.280000,14.280000,71505000
+2017-02-23,14.200000,14.450000,13.820000,14.320000,14.320000,80317600
+2017-02-24,14.000000,14.320000,13.860000,14.120000,14.120000,46288600
+2017-02-27,14.270000,15.350000,14.270000,15.200000,15.200000,95422900
+2017-02-28,15.450000,15.550000,14.350000,14.460000,14.460000,141783000
+2017-03-01,15.080000,15.090000,14.520000,14.960000,14.960000,73450400
+2017-03-02,14.590000,14.780000,13.870000,13.900000,13.900000,104330900
+2017-03-03,13.550000,13.580000,12.790000,13.030000,13.030000,163395900
+2017-03-06,13.000000,13.340000,12.380000,13.040000,13.040000,117192600
+2017-03-07,13.070000,13.370000,12.790000,13.050000,13.050000,76666300
+2017-03-08,13.250000,13.550000,13.100000,13.220000,13.220000,71294700
+2017-03-09,13.450000,13.450000,13.110000,13.330000,13.330000,45244200
+2017-03-10,13.500000,13.930000,13.450000,13.910000,13.910000,65142200
+2017-03-13,14.480000,14.680000,14.180000,14.280000,14.280000,73078100
+2017-03-14,14.000000,14.150000,13.640000,14.100000,14.100000,52554500
+2017-03-15,14.030000,14.060000,13.620000,13.980000,13.980000,55179600
+2017-03-16,13.790000,13.880000,13.650000,13.650000,13.650000,44494800
+2017-03-17,13.620000,13.740000,13.360000,13.490000,13.490000,224892300
+2017-03-20,13.680000,14.500000,13.540000,14.400000,14.400000,91565600
+2017-03-21,14.400000,14.490000,13.780000,13.820000,13.820000,72552700
+2017-03-22,13.700000,14.150000,13.550000,14.100000,14.100000,61239500
+2017-03-23,13.960000,14.120000,13.770000,13.790000,13.790000,44549900
+2017-03-24,14.160000,14.180000,13.540000,13.700000,13.700000,50099500
+2017-03-27,13.350000,13.780000,13.210000,13.700000,13.700000,42686800
+2017-03-28,13.750000,13.860000,13.550000,13.690000,13.690000,37420200
+2017-03-29,13.740000,13.870000,13.630000,13.710000,13.710000,37863500
+2017-03-30,13.730000,14.050000,13.650000,14.050000,14.050000,44132800
+2017-03-31,14.100000,14.750000,14.010000,14.550000,14.550000,84566200
+2017-04-03,14.600000,14.740000,14.300000,14.640000,14.640000,48423700
+2017-04-04,14.310000,14.670000,14.030000,14.160000,14.160000,58413000
+2017-04-05,14.280000,14.640000,14.100000,14.170000,14.170000,58816700
+2017-04-06,13.420000,13.460000,12.830000,13.270000,13.270000,139500100
+2017-04-07,13.330000,13.680000,13.220000,13.520000,13.520000,70441000
+2017-04-10,13.520000,13.590000,13.040000,13.100000,13.100000,47178000
+2017-04-11,13.020000,13.290000,12.710000,13.100000,13.100000,59916600
+2017-04-12,12.940000,13.100000,12.740000,12.760000,12.760000,37385400
+2017-04-13,12.510000,12.720000,12.220000,12.310000,12.310000,53442600
+2017-04-17,12.530000,12.800000,12.370000,12.790000,12.790000,38188200
+2017-04-18,12.630000,12.970000,12.580000,12.950000,12.950000,37172000
+2017-04-19,13.090000,13.210000,12.800000,12.840000,12.840000,36491100
+2017-04-20,12.980000,13.150000,12.880000,13.110000,13.110000,41976100
+2017-04-21,13.080000,13.120000,12.900000,13.000000,13.000000,25689600
+2017-04-24,13.230000,13.230000,13.050000,13.130000,13.130000,36120300
+2017-04-25,13.240000,13.530000,13.160000,13.490000,13.490000,35881000
+2017-04-26,13.420000,13.530000,13.220000,13.410000,13.410000,36644500
+2017-04-27,13.430000,13.700000,13.370000,13.620000,13.620000,31327600
+2017-04-28,13.730000,13.760000,13.160000,13.300000,13.300000,50376000
+2017-05-01,13.430000,13.630000,13.250000,13.620000,13.620000,68036300
+2017-05-02,11.730000,11.760000,10.300000,10.320000,10.320000,268336500
+2017-05-03,10.290000,10.680000,9.850000,10.390000,10.390000,140899400
+2017-05-04,10.550000,10.550000,9.940000,10.100000,10.100000,77031400
+2017-05-05,10.130000,10.260000,9.940000,10.190000,10.190000,51759000
+2017-05-08,10.220000,10.220000,10.000000,10.040000,10.040000,35101100
+2017-05-09,10.040000,10.400000,10.040000,10.180000,10.180000,51017300
+2017-05-10,10.460000,10.850000,10.450000,10.790000,10.790000,65995900
+2017-05-11,10.740000,11.260000,10.510000,11.070000,11.070000,72946500
+2017-05-12,11.200000,11.400000,11.080000,11.260000,11.260000,56072600
+2017-05-15,11.410000,11.600000,11.300000,11.420000,11.420000,52565000
+2017-05-16,11.660000,12.770000,11.630000,12.750000,12.750000,164186900
+2017-05-17,11.810000,12.290000,11.160000,11.200000,11.200000,160109500
+2017-05-18,10.990000,11.490000,10.810000,11.280000,11.280000,86900100
+2017-05-19,11.470000,11.620000,11.350000,11.410000,11.410000,50319700
+2017-05-22,11.490000,11.550000,10.770000,11.040000,11.040000,78696400
+2017-05-23,10.970000,11.060000,10.620000,10.890000,10.890000,49799600
+2017-05-24,11.050000,11.060000,10.710000,10.890000,10.890000,42903900
+2017-05-25,11.010000,11.010000,10.800000,10.980000,10.980000,33584300
+2017-05-26,10.850000,11.020000,10.740000,11.000000,11.000000,31907600
+2017-05-30,10.950000,11.270000,10.900000,11.120000,11.120000,35339000
+2017-05-31,11.290000,11.490000,11.100000,11.190000,11.190000,42929000
+2017-06-01,11.250000,11.290000,10.810000,10.930000,10.930000,48002000
+2017-06-02,10.930000,10.960000,10.570000,10.900000,10.900000,43056200
+2017-06-05,10.840000,11.340000,10.800000,11.240000,11.240000,66207300
+2017-06-06,11.270000,12.240000,11.240000,12.030000,12.030000,114998600
+2017-06-07,12.420000,12.960000,12.230000,12.380000,12.380000,151005900
+2017-06-08,12.810000,12.910000,12.400000,12.900000,12.900000,89515100
+2017-06-09,13.100000,13.400000,11.630000,12.280000,12.280000,167454400
+2017-06-12,11.750000,12.350000,11.270000,12.090000,12.090000,125781800
+2017-06-13,12.330000,12.480000,11.670000,11.960000,11.960000,87302300
+2017-06-14,11.910000,12.050000,11.650000,11.770000,11.770000,51909400
+2017-06-15,11.340000,11.580000,11.210000,11.500000,11.500000,61666000
+2017-06-16,11.660000,11.830000,11.280000,11.440000,11.440000,59779500
+2017-06-19,11.630000,12.120000,11.620000,11.930000,11.930000,61803600
+2017-06-20,12.190000,12.930000,12.180000,12.640000,12.640000,118001500
+2017-06-21,13.360000,14.010000,13.130000,13.980000,13.980000,188796100
+2017-06-22,14.100000,14.500000,13.560000,14.380000,14.380000,149594200
+2017-06-23,14.150000,14.670000,13.900000,14.170000,14.170000,200777300
+2017-06-26,14.390000,14.490000,13.840000,14.080000,14.080000,101012500
+2017-06-27,13.760000,14.040000,13.370000,13.400000,13.400000,89319700
+2017-06-28,13.650000,13.700000,13.090000,13.230000,13.230000,85266900
+2017-06-29,13.060000,13.150000,12.450000,12.600000,12.600000,87634400
+2017-06-30,12.570000,12.830000,12.360000,12.480000,12.480000,59267400
+2017-07-03,12.570000,12.730000,12.130000,12.150000,12.150000,39929100
+2017-07-05,12.360000,13.210000,12.320000,13.190000,13.190000,99450200
+2017-07-06,12.940000,13.320000,12.670000,13.020000,13.020000,88927800
+2017-07-07,13.270000,13.750000,13.180000,13.360000,13.360000,88392100
+2017-07-10,13.610000,13.880000,13.270000,13.810000,13.810000,78320200
+2017-07-11,13.770000,14.100000,13.620000,13.890000,13.890000,71102300
+2017-07-12,14.170000,14.390000,13.960000,14.290000,14.290000,78508400
+2017-07-13,14.330000,14.490000,13.430000,13.530000,13.530000,111656900
+2017-07-14,13.460000,13.930000,13.320000,13.920000,13.920000,82084600
+2017-07-17,14.030000,14.120000,13.510000,13.800000,13.800000,71690800
+2017-07-18,13.290000,13.530000,13.150000,13.480000,13.480000,78366500
+2017-07-19,13.620000,13.740000,13.410000,13.550000,13.550000,51957800
+2017-07-20,13.610000,13.890000,13.450000,13.800000,13.800000,47707500
+2017-07-21,13.700000,14.050000,13.620000,13.880000,13.880000,51045700
+2017-07-24,14.000000,14.440000,13.970000,14.160000,14.160000,71014900
+2017-07-25,14.290000,14.320000,13.870000,14.110000,14.110000,98047400
+2017-07-26,15.130000,15.650000,14.400000,14.760000,14.760000,236083000
+2017-07-27,14.990000,15.040000,13.700000,14.120000,14.120000,130303700
+2017-07-28,13.850000,14.100000,13.680000,13.950000,13.950000,66763800
+2017-07-31,14.090000,14.220000,13.470000,13.610000,13.610000,69108700
+2017-08-01,13.720000,13.860000,13.450000,13.710000,13.710000,49149900
+2017-08-02,13.810000,13.930000,13.120000,13.370000,13.370000,67502200
+2017-08-03,13.420000,13.520000,13.080000,13.240000,13.240000,52557400
+2017-08-04,13.200000,13.360000,13.020000,13.120000,13.120000,64254000
+2017-08-07,13.330000,13.570000,13.270000,13.430000,13.430000,57486800
+2017-08-08,13.480000,13.550000,13.080000,13.110000,13.110000,47338000
+2017-08-09,12.760000,12.890000,12.540000,12.830000,12.830000,58861500
+2017-08-10,12.700000,12.920000,12.110000,12.120000,12.120000,83113400
+2017-08-11,12.040000,12.390000,11.880000,12.230000,12.230000,63558800
+2017-08-14,12.580000,12.850000,12.580000,12.760000,12.760000,64426100
+2017-08-15,13.010000,13.140000,12.750000,13.020000,13.020000,57990300
+2017-08-16,13.170000,13.190000,12.520000,12.630000,12.630000,64639400
+2017-08-17,12.460000,12.650000,12.320000,12.340000,12.340000,47371000
+2017-08-18,12.430000,12.560000,12.250000,12.370000,12.370000,37521700
+2017-08-21,12.420000,12.420000,11.860000,12.050000,12.050000,58888500
+2017-08-22,12.200000,12.330000,12.100000,12.170000,12.170000,39033200
+2017-08-23,12.000000,12.540000,11.950000,12.480000,12.480000,44345400
+2017-08-24,12.690000,12.710000,12.390000,12.500000,12.500000,37269700
+2017-08-25,12.510000,12.570000,12.250000,12.430000,12.430000,29732000
+2017-08-28,12.530000,12.550000,12.160000,12.230000,12.230000,35969600
+2017-08-29,12.000000,12.180000,11.930000,12.150000,12.150000,33618100
+2017-08-30,12.190000,12.680000,12.160000,12.670000,12.670000,43933000
+2017-08-31,12.820000,13.160000,12.790000,13.000000,13.000000,51822100
+2017-09-01,13.120000,13.490000,13.040000,13.190000,13.190000,53158600
+2017-09-05,12.880000,13.180000,12.650000,12.920000,12.920000,51445500
+2017-09-06,13.020000,13.080000,12.750000,12.860000,12.860000,34182400
+2017-09-07,12.840000,12.940000,12.600000,12.630000,12.630000,35816900
+2017-09-08,12.570000,12.610000,12.040000,12.250000,12.250000,60886200
+2017-09-11,12.460000,12.740000,12.400000,12.550000,12.550000,43346100
+2017-09-12,12.660000,12.680000,12.210000,12.300000,12.300000,54413100
+2017-09-13,12.220000,12.360000,12.120000,12.220000,12.220000,37210700
+2017-09-14,12.150000,12.460000,12.110000,12.260000,12.260000,37220200
+2017-09-15,12.330000,12.660000,12.310000,12.520000,12.520000,50337400
+2017-09-18,12.770000,13.300000,12.740000,13.080000,13.080000,83517400
+2017-09-19,13.250000,13.290000,12.880000,13.120000,13.120000,65455200
+2017-09-20,13.070000,13.800000,12.800000,13.740000,13.740000,102682400
+2017-09-21,14.000000,14.240000,13.320000,13.410000,13.410000,166821900
+2017-09-22,13.200000,13.400000,13.120000,13.300000,13.300000,50547000
+2017-09-25,13.250000,13.280000,12.490000,12.610000,12.610000,84172200
+2017-09-26,12.850000,12.930000,12.430000,12.450000,12.450000,68302000
+2017-09-27,12.650000,12.870000,12.500000,12.740000,12.740000,59947200
+2017-09-28,12.760000,12.840000,12.550000,12.740000,12.740000,35812300
+2017-09-29,12.770000,12.820000,12.600000,12.750000,12.750000,33926900
+2017-10-02,12.800000,12.850000,12.620000,12.710000,12.710000,34461100
+2017-10-03,12.730000,13.480000,12.700000,13.420000,13.420000,85174000
+2017-10-04,13.310000,13.500000,13.150000,13.310000,13.310000,42303200
+2017-10-05,13.380000,13.460000,13.210000,13.340000,13.340000,34758600
+2017-10-06,13.220000,13.390000,13.180000,13.230000,13.230000,28258700
+2017-10-09,13.260000,13.830000,13.260000,13.470000,13.470000,54032500
+2017-10-10,13.720000,13.790000,13.440000,13.700000,13.700000,43304000
+2017-10-11,13.620000,13.960000,13.610000,13.880000,13.880000,38746600
+2017-10-12,13.850000,14.370000,13.810000,14.200000,14.200000,69874100
+2017-10-13,14.320000,14.410000,14.120000,14.220000,14.220000,37515800
+2017-10-16,14.250000,14.350000,14.120000,14.260000,14.260000,34136800
+2017-10-17,14.240000,14.350000,14.140000,14.160000,14.160000,28995600
+2017-10-18,14.200000,14.280000,13.760000,14.070000,14.070000,39020300
+2017-10-19,13.850000,14.040000,13.690000,13.950000,13.950000,33795700
+2017-10-20,14.030000,14.090000,13.800000,13.810000,13.810000,32538900
+2017-10-23,13.940000,14.190000,13.900000,14.100000,14.100000,49838000
+2017-10-24,14.200000,14.360000,14.150000,14.250000,14.250000,84891600
+2017-10-25,12.950000,13.130000,12.290000,12.330000,12.330000,166762100
+2017-10-26,12.450000,12.460000,12.000000,12.010000,12.010000,87625400
+2017-10-27,12.170000,12.190000,11.350000,11.840000,11.840000,115650400
+2017-10-30,11.260000,11.420000,10.650000,10.890000,10.890000,137785100
+2017-10-31,10.760000,11.310000,10.690000,10.990000,10.990000,78600000
+2017-11-01,11.250000,11.290000,10.720000,10.800000,10.800000,66875500
+2017-11-02,10.870000,10.990000,10.660000,10.850000,10.850000,47942500
+2017-11-03,10.950000,11.130000,10.820000,11.120000,11.120000,44264300
+2017-11-06,12.040000,12.090000,11.640000,11.930000,11.930000,96349800
+2017-11-07,11.940000,12.270000,11.920000,12.050000,12.050000,67900200
+2017-11-08,11.940000,11.950000,11.510000,11.710000,11.710000,59065000
+2017-11-09,11.250000,11.350000,11.030000,11.120000,11.120000,76821200
+2017-11-10,11.220000,11.430000,11.120000,11.260000,11.260000,50209900
+2017-11-13,11.180000,11.200000,10.920000,11.090000,11.090000,54068300
+2017-11-14,11.030000,11.260000,11.000000,11.120000,11.120000,37245000
+2017-11-15,11.010000,11.130000,10.770000,11.070000,11.070000,33524700
+2017-11-16,11.130000,11.320000,11.130000,11.250000,11.250000,31800400
+2017-11-17,11.300000,11.750000,11.280000,11.380000,11.380000,56775600
+2017-11-20,11.470000,11.510000,11.190000,11.340000,11.340000,35960200
+2017-11-21,11.420000,11.490000,11.240000,11.400000,11.400000,31881700
+2017-11-22,11.410000,11.490000,11.300000,11.370000,11.370000,23816500
+2017-11-24,11.380000,11.420000,11.300000,11.380000,11.380000,11035800
+2017-11-27,11.340000,11.740000,11.340000,11.550000,11.550000,41798300
+2017-11-28,11.450000,11.540000,11.000000,11.170000,11.170000,65325700
+2017-11-29,11.080000,11.170000,10.730000,10.830000,10.830000,63333800
+2017-11-30,10.870000,11.030000,10.760000,10.890000,10.890000,43205000
+2017-12-01,10.810000,10.970000,10.530000,10.730000,10.730000,42128800
+2017-12-04,10.850000,10.860000,9.820000,10.030000,10.030000,97328300
+2017-12-05,9.890000,10.340000,9.700000,9.910000,9.910000,67304100
+2017-12-06,9.900000,10.050000,9.710000,10.000000,10.000000,38952200
+2017-12-07,10.070000,10.190000,9.950000,10.040000,10.040000,32665600
+2017-12-08,10.150000,10.200000,9.920000,9.940000,9.940000,34897000
+2017-12-11,9.970000,10.160000,9.960000,10.160000,10.160000,29956400
+2017-12-12,10.130000,10.140000,9.880000,9.900000,9.900000,36211000
+2017-12-13,9.970000,10.210000,9.950000,10.110000,10.110000,41494800
+2017-12-14,10.100000,10.170000,9.960000,10.130000,10.130000,29006800
+2017-12-15,10.130000,10.320000,10.020000,10.290000,10.290000,45462300
+2017-12-18,10.600000,11.000000,10.510000,10.980000,10.980000,63797700
+2017-12-19,11.000000,11.190000,10.870000,10.950000,10.950000,43852900
+2017-12-20,11.100000,11.180000,10.800000,10.980000,10.980000,31420300
+2017-12-21,10.980000,11.080000,10.870000,10.890000,10.890000,21884300
+2017-12-22,10.750000,10.770000,10.200000,10.540000,10.540000,50744500
+2017-12-26,10.380000,10.580000,10.340000,10.460000,10.460000,20437900
+2017-12-27,10.450000,10.740000,10.400000,10.530000,10.530000,22921800
+2017-12-28,10.570000,10.640000,10.430000,10.550000,10.550000,18609400
+2017-12-29,10.570000,10.580000,10.270000,10.280000,10.280000,26678900
+2018-01-02,10.420000,11.020000,10.340000,10.980000,10.980000,44146300
+2018-01-03,11.610000,12.140000,11.360000,11.550000,11.550000,154066700
+2018-01-04,12.100000,12.430000,11.970000,12.120000,12.120000,109503000
+2018-01-05,12.190000,12.220000,11.660000,11.880000,11.880000,63808900
+2018-01-08,12.010000,12.300000,11.850000,12.280000,12.280000,63346000
+2018-01-09,12.000000,12.020000,11.710000,11.820000,11.820000,62560900
+2018-01-10,11.630000,12.150000,11.560000,11.960000,11.960000,52561200
+2018-01-11,12.070000,12.190000,11.900000,12.140000,12.140000,38354900
+2018-01-12,11.820000,12.070000,11.800000,12.020000,12.020000,47149300
+2018-01-16,12.050000,12.200000,11.800000,11.910000,11.910000,42686600
+2018-01-17,11.900000,12.190000,11.820000,12.180000,12.180000,39020800
+2018-01-18,12.180000,12.680000,12.150000,12.470000,12.470000,62086200
+2018-01-19,12.560000,12.880000,12.540000,12.590000,12.590000,46800700
+2018-01-22,12.610000,12.740000,12.370000,12.650000,12.650000,34758600
+2018-01-23,12.820000,13.000000,12.760000,12.940000,12.940000,46417200
+2018-01-24,13.020000,13.050000,12.600000,12.710000,12.710000,41956400
+2018-01-25,12.780000,12.940000,12.320000,12.410000,12.410000,42966600
+2018-01-26,12.700000,12.950000,12.620000,12.950000,12.950000,44239000
+2018-01-29,13.130000,13.470000,13.050000,13.320000,13.320000,66645400
+2018-01-30,13.120000,13.270000,12.690000,12.870000,12.870000,91236400
+2018-01-31,13.240000,13.850000,13.150000,13.740000,13.740000,140977800
+2018-02-01,13.620000,13.840000,13.210000,13.250000,13.250000,67543300
+2018-02-02,13.050000,13.060000,12.430000,12.450000,12.450000,79432600
+2018-02-05,12.050000,12.180000,10.930000,11.570000,11.570000,116568900
+2018-02-06,11.040000,11.740000,11.000000,11.650000,11.650000,87123200
+2018-02-07,11.700000,11.900000,11.530000,11.600000,11.600000,55758400
+2018-02-08,11.720000,11.850000,11.210000,11.220000,11.220000,56471800
+2018-02-09,11.540000,11.570000,10.630000,11.310000,11.310000,85458200
+2018-02-12,11.470000,11.800000,11.430000,11.680000,11.680000,63160900
+2018-02-13,11.600000,11.820000,11.530000,11.780000,11.780000,33661400
+2018-02-14,11.720000,12.310000,11.630000,12.200000,12.200000,51756800
+2018-02-15,12.400000,12.630000,12.070000,12.190000,12.190000,59593800
+2018-02-16,12.110000,12.230000,11.820000,11.820000,11.820000,47332300
+2018-02-20,11.720000,12.190000,11.710000,12.020000,12.020000,47096500
+2018-02-21,12.120000,12.120000,11.720000,11.720000,11.720000,40195800
+2018-02-22,11.820000,12.000000,11.630000,11.840000,11.840000,37886300
+2018-02-23,11.950000,12.160000,11.940000,12.070000,12.070000,33317600
+2018-02-26,12.140000,12.430000,12.050000,12.420000,12.420000,42265200
+2018-02-27,12.430000,12.880000,12.390000,12.530000,12.530000,55975300
+2018-02-28,12.660000,12.730000,12.100000,12.110000,12.110000,43387500
+2018-03-01,12.260000,12.270000,11.660000,11.900000,11.900000,63207400
+2018-03-02,11.670000,11.930000,11.430000,11.810000,11.810000,58123500
+2018-03-05,11.690000,12.060000,11.610000,11.910000,11.910000,43734800
+2018-03-06,12.010000,12.050000,11.710000,11.760000,11.760000,46751200
+2018-03-07,11.580000,12.820000,11.550000,12.240000,12.240000,127603200
+2018-03-08,12.400000,12.590000,11.740000,11.970000,11.970000,76011200
+2018-03-09,12.030000,12.040000,11.580000,11.700000,11.700000,89674400
+2018-03-12,11.760000,11.820000,11.480000,11.520000,11.520000,83748700
+2018-03-13,11.500000,12.040000,11.100000,11.640000,11.640000,174302600
+2018-03-14,11.700000,11.720000,11.260000,11.360000,11.360000,80540800
+2018-03-15,11.430000,11.550000,11.190000,11.460000,11.460000,66373900
+2018-03-16,11.490000,11.550000,11.320000,11.470000,11.470000,37591000
+2018-03-19,11.410000,11.740000,11.350000,11.430000,11.430000,53308600
+2018-03-20,11.410000,11.520000,11.000000,11.110000,11.110000,65116900
+2018-03-21,11.160000,11.340000,11.110000,11.260000,11.260000,44691700
+2018-03-22,11.100000,11.260000,10.850000,10.910000,10.910000,59944200
+2018-03-23,10.910000,10.970000,10.570000,10.630000,10.630000,54844500
+2018-03-26,10.710000,10.800000,10.180000,10.440000,10.440000,75878500
+2018-03-27,10.510000,10.590000,9.900000,10.000000,10.000000,68551300
+2018-03-28,9.990000,10.170000,9.790000,9.810000,9.810000,64832100
+2018-03-29,9.940000,10.080000,9.810000,10.050000,10.050000,48681400
+2018-04-02,9.990000,10.140000,9.510000,9.530000,9.530000,64824600
+2018-04-03,9.630000,9.770000,9.300000,9.550000,9.550000,54891600
+2018-04-04,9.080000,9.810000,9.040000,9.770000,9.770000,67356900
+2018-04-05,10.050000,10.200000,9.910000,10.020000,10.020000,65758800
+2018-04-06,9.830000,10.100000,9.500000,9.610000,9.610000,51087100
+2018-04-09,9.750000,9.840000,9.520000,9.530000,9.530000,38382600
+2018-04-10,9.750000,10.040000,9.710000,9.980000,9.980000,42849200
+2018-04-11,9.870000,10.030000,9.790000,9.820000,9.820000,29169300
+2018-04-12,9.980000,10.100000,9.820000,10.080000,10.080000,47784400
+2018-04-13,10.200000,10.220000,9.880000,9.930000,9.930000,38935700
+2018-04-16,10.000000,10.170000,9.900000,10.090000,10.090000,28875100
+2018-04-17,10.280000,10.530000,10.200000,10.520000,10.520000,45360300
+2018-04-18,10.510000,10.650000,10.330000,10.360000,10.360000,42449600
+2018-04-19,10.180000,10.330000,9.990000,10.110000,10.110000,57841600
+2018-04-20,10.050000,10.140000,9.950000,9.990000,9.990000,39011900
+2018-04-23,10.090000,10.190000,9.970000,10.040000,10.040000,42971300
+2018-04-24,10.190000,10.350000,9.950000,10.090000,10.090000,44992200
+2018-04-25,10.060000,10.090000,9.560000,9.710000,9.710000,90578000
+2018-04-26,10.870000,11.190000,10.610000,11.040000,11.040000,145284100
+2018-04-27,11.200000,11.360000,11.020000,11.110000,11.110000,74347800
+2018-04-30,11.060000,11.140000,10.870000,10.880000,10.880000,50608800
+2018-05-01,10.830000,11.150000,10.770000,11.130000,11.130000,43441600
+2018-05-02,11.100000,11.160000,10.970000,10.970000,10.970000,29267300
+2018-05-03,10.900000,11.060000,10.830000,10.930000,10.930000,33310600
+2018-05-04,10.880000,11.290000,10.870000,11.280000,11.280000,47884900
+2018-05-07,11.320000,11.680000,11.300000,11.590000,11.590000,54001700
+2018-05-08,11.490000,11.660000,11.400000,11.610000,11.610000,35218400
+2018-05-09,11.650000,11.980000,11.570000,11.950000,11.950000,49605700
+2018-05-10,11.980000,12.180000,11.950000,12.130000,12.130000,49744500
+2018-05-11,11.890000,12.030000,11.690000,11.950000,11.950000,43863700
+2018-05-14,12.140000,12.360000,12.110000,12.230000,12.230000,50263800
+2018-05-15,12.180000,12.460000,12.160000,12.450000,12.450000,44183200
+2018-05-16,12.640000,12.980000,12.620000,12.820000,12.820000,73364000
+2018-05-17,12.790000,12.900000,12.660000,12.820000,12.820000,38692500
+2018-05-18,13.060000,13.260000,12.910000,13.000000,13.000000,54063400
+2018-05-21,13.250000,13.310000,12.880000,12.990000,12.990000,49714200
+2018-05-22,13.000000,13.140000,12.710000,12.980000,12.980000,43267000
+2018-05-23,12.930000,13.180000,12.900000,13.100000,13.100000,44517800
+2018-05-24,13.060000,13.430000,13.030000,13.410000,13.410000,47785700
+2018-05-25,13.400000,13.720000,13.360000,13.540000,13.540000,43850100
+2018-05-29,13.450000,13.630000,13.260000,13.360000,13.360000,39578500
+2018-05-30,13.480000,13.950000,13.480000,13.820000,13.820000,58186400
+2018-05-31,13.740000,13.930000,13.690000,13.730000,13.730000,46797700
+2018-06-01,13.980000,14.400000,13.920000,14.400000,14.400000,71677900
+2018-06-04,14.760000,14.980000,14.520000,14.850000,14.850000,74546000
+2018-06-05,14.850000,14.920000,14.630000,14.850000,14.850000,56122700
+2018-06-06,15.070000,15.740000,15.040000,15.670000,15.670000,97089000
+2018-06-07,15.830000,15.970000,14.850000,14.890000,14.890000,99860300
+2018-06-08,14.520000,15.330000,14.310000,15.250000,15.250000,81930500
+2018-06-11,15.210000,15.890000,15.010000,15.730000,15.730000,80737600
+2018-06-12,15.840000,15.950000,15.430000,15.850000,15.850000,67002600
+2018-06-13,15.810000,16.520000,15.780000,16.320000,16.320000,90227300
+2018-06-14,16.620001,16.790001,15.580000,16.250000,16.250000,113048600
+2018-06-15,16.059999,16.520000,15.820000,16.340000,16.340000,77612200
+2018-06-18,16.180000,17.340000,16.129999,17.110001,17.110001,104317400
+2018-06-19,16.850000,17.290001,16.309999,16.690001,16.690001,92542900
+2018-06-20,16.830000,17.129999,16.370001,16.520000,16.520000,76280600
+2018-06-21,16.650000,16.870001,15.460000,15.650000,15.650000,95638400
+2018-06-22,15.780000,15.910000,15.560000,15.800000,15.800000,59257100
+2018-06-25,15.640000,15.740000,14.540000,15.110000,15.110000,94418400
+2018-06-26,15.320000,15.600000,15.100000,15.500000,15.500000,54213500
+2018-06-27,15.650000,15.760000,14.960000,14.970000,14.970000,56014300
+2018-06-28,14.850000,15.360000,14.750000,15.310000,15.310000,48716800
+2018-06-29,15.410000,15.490000,14.980000,14.990000,14.990000,41527800
+2018-07-02,14.800000,15.180000,14.740000,15.160000,15.160000,43398800
+2018-07-03,15.210000,15.340000,14.960000,15.000000,15.000000,32094000
+2018-07-05,15.130000,15.500000,15.020000,15.500000,15.500000,40703300
+2018-07-06,15.520000,16.389999,15.480000,16.360001,16.360001,65101700
+2018-07-09,16.730000,16.840000,16.170000,16.610001,16.610001,58525500
+2018-07-10,16.590000,16.650000,16.309999,16.549999,16.549999,37093000
+2018-07-11,16.150000,16.530001,16.020000,16.270000,16.270000,42544100
+2018-07-12,16.410000,16.790001,16.379999,16.559999,16.559999,44188100
+2018-07-13,16.680000,16.690001,16.219999,16.270000,16.270000,40614100
+2018-07-16,16.420000,17.000000,16.410000,16.580000,16.580000,65275300
+2018-07-17,16.500000,16.879999,16.480000,16.870001,16.870001,42313500
+2018-07-18,16.940001,16.990000,16.549999,16.850000,16.850000,40881500
+2018-07-19,16.709999,16.879999,16.549999,16.709999,16.709999,41267800
+2018-07-20,16.660000,16.879999,16.440001,16.500000,16.500000,42879800
+2018-07-23,16.469999,16.680000,15.900000,16.660000,16.660000,44940800
+2018-07-24,16.750000,16.860001,16.110001,16.190001,16.190001,58201500
+2018-07-25,16.299999,16.389999,15.720000,16.049999,16.049999,82604900
+2018-07-26,17.160000,18.450001,16.830000,18.350000,18.350000,192661100
+2018-07-27,19.070000,19.879999,18.309999,18.940001,18.940001,161903800
+2018-07-30,19.400000,20.180000,19.309999,19.420000,19.420000,160823400
+2018-07-31,19.350000,19.500000,18.270000,18.330000,18.330000,118403400
+2018-08-01,18.340000,18.950001,18.320000,18.480000,18.480000,75495200
+2018-08-02,18.170000,18.830000,18.000000,18.790001,18.790001,52867100
+2018-08-03,18.940001,19.059999,18.370001,18.490000,18.490000,53232100
+2018-08-06,18.889999,19.440001,18.459999,19.430000,19.430000,83579700
+2018-08-07,19.530001,19.709999,19.080000,19.559999,19.559999,72822600
+2018-08-08,19.459999,19.770000,19.260000,19.580000,19.580000,52081400
+2018-08-09,19.580000,19.709999,19.080000,19.100000,19.100000,46653400
+2018-08-10,19.090000,19.480000,18.850000,19.059999,19.059999,65821100
+2018-08-13,19.160000,19.930000,19.120001,19.730000,19.730000,81411300
+2018-08-14,19.969999,20.280001,19.629999,20.020000,20.020000,89195500
+2018-08-15,19.860001,20.100000,19.200001,19.700001,19.700001,86355700
+2018-08-16,19.860001,20.070000,19.250000,19.330000,19.330000,69733700
+2018-08-17,19.120001,19.820000,18.730000,19.770000,19.770000,60616600
+2018-08-20,19.790001,20.080000,19.350000,19.980000,19.980000,62983200
+2018-08-21,19.980000,20.420000,19.860001,20.400000,20.400000,55629000
+2018-08-22,20.280001,20.920000,20.209999,20.900000,20.900000,62002700
+2018-08-23,21.190001,22.320000,21.139999,22.290001,22.290001,113444100
+2018-08-24,22.910000,24.000000,22.670000,23.980000,23.980000,164328200
+2018-08-27,24.940001,27.299999,24.629999,25.260000,25.260000,325058400
+2018-08-28,25.510000,26.180000,24.040001,25.049999,25.049999,215771200
+2018-08-29,24.360001,25.410000,24.010000,25.200001,25.200001,143223200
+2018-08-30,25.290001,25.670000,24.760000,24.889999,24.889999,103607300
+2018-08-31,24.889999,25.240000,24.719999,25.170000,25.170000,65206400
+2018-09-04,25.620001,28.110001,25.570000,28.059999,28.059999,192541300
+2018-09-05,29.410000,29.940001,26.840000,28.510000,28.510000,257349000
+2018-09-06,28.120001,28.580000,27.190001,27.840000,27.840000,143942900
+2018-09-07,26.959999,28.270000,26.799999,27.379999,27.379999,123348700
+2018-09-10,28.150000,29.930000,27.840000,29.889999,29.889999,162253800
+2018-09-11,30.020000,30.590000,29.370001,30.100000,30.100000,159902500
+2018-09-12,29.910000,32.290001,29.450001,32.209999,32.209999,197889600
+2018-09-13,33.160000,34.139999,29.870001,30.480000,30.480000,304147100
+2018-09-14,31.430000,33.090000,30.540001,32.720001,32.720001,217762800
+2018-09-17,31.750000,33.230000,31.600000,32.430000,32.430000,180410600
+2018-09-18,32.990002,33.369999,31.200001,31.930000,31.930000,176673200
+2018-09-19,31.520000,31.830000,30.510000,31.209999,31.209999,124287000
+2018-09-20,32.099998,32.200001,30.639999,31.180000,31.180000,123116500
+2018-09-21,31.190001,32.419998,30.910000,31.020000,31.020000,129792900
+2018-09-24,31.129999,32.650002,30.910000,32.610001,32.610001,118332600
+2018-09-25,33.180000,33.599998,32.189999,32.570000,32.570000,118570200
+2018-09-26,32.400002,32.599998,31.719999,32.189999,32.189999,79347300
+2018-09-27,31.860001,32.630001,31.389999,32.590000,32.590000,87934400
+2018-09-28,32.240002,32.779999,29.980000,30.889999,30.889999,165453500
+2018-10-01,30.690001,31.910000,30.250000,31.420000,31.420000,94742900
+2018-10-02,30.730000,30.820000,28.650000,29.020000,29.020000,145276500
+2018-10-03,29.040001,29.219999,26.540001,28.430000,28.430000,190137200
+2018-10-04,27.990000,28.830000,27.370001,27.780001,27.780001,95831200
+2018-10-05,28.070000,28.469999,26.930000,27.350000,27.350000,88008500
+2018-10-08,26.730000,27.540001,25.959999,26.459999,26.459999,103789500
+2018-10-09,26.150000,27.709999,26.000000,27.240000,27.240000,105461800
+2018-10-10,27.379999,27.400000,24.910000,25.000000,25.000000,147682900
+2018-10-11,24.740000,26.200001,24.549999,25.299999,25.299999,147013800
+2018-10-12,26.770000,26.969999,25.670000,26.340000,26.340000,111059400
+2018-10-15,26.379999,26.770000,25.750000,26.260000,26.260000,70523500
+2018-10-16,26.629999,28.230000,26.170000,28.180000,28.180000,92529000
+2018-10-17,28.410000,28.530001,26.920000,27.299999,27.299999,89466900
+2018-10-18,27.080000,27.750000,26.400000,26.620001,26.620001,79623700
+2018-10-19,27.030001,27.100000,23.600000,23.660000,23.660000,130799900
+2018-10-22,24.459999,25.639999,24.090000,25.030001,25.030001,114158900
+2018-10-23,24.180000,25.260000,23.850000,25.090000,25.090000,101763000
+2018-10-24,25.040001,25.100000,22.750000,22.790001,22.790001,134489100
+2018-10-25,17.920000,20.150000,17.719999,19.270000,19.270000,189173700
+2018-10-26,18.490000,18.780001,17.049999,17.629999,17.629999,119689000
+2018-10-29,18.209999,18.230000,16.270000,16.850000,16.850000,94479600
+2018-10-30,16.379999,17.240000,16.170000,17.200001,17.200001,99049400
+2018-10-31,17.870001,18.340000,17.120001,18.209999,18.209999,110463700
+2018-11-01,18.410000,20.330000,18.080000,20.219999,20.219999,136896500
+2018-11-02,20.590000,21.059999,19.469999,20.230000,20.230000,123788000
+2018-11-05,20.120001,20.180000,18.879999,19.900000,19.900000,108016700
+2018-11-06,19.500000,21.650000,19.480000,20.680000,20.680000,144995700
+2018-11-07,21.420000,22.219999,21.070000,21.840000,21.840000,121115800
+2018-11-08,21.770000,22.080000,20.969999,21.200001,21.200001,92387600
+2018-11-09,20.770000,21.190001,20.110001,21.030001,21.030001,85900700
+2018-11-12,20.680000,20.850000,18.799999,19.030001,19.030001,95948200
+2018-11-13,19.280001,20.020000,18.969999,19.610001,19.610001,76126000
+2018-11-14,20.180000,21.110001,19.760000,20.809999,20.809999,106344300
+2018-11-15,20.719999,21.770000,20.420000,21.490000,21.490000,97715500
+2018-11-16,19.870001,20.969999,19.719999,20.660000,20.660000,112376600
+2018-11-19,20.400000,20.590000,19.090000,19.110001,19.110001,93578200
+2018-11-20,17.400000,19.580000,17.180000,19.209999,19.209999,109869400
+2018-11-21,20.049999,20.309999,18.500000,18.730000,18.730000,81585600
+2018-11-23,18.610001,19.830000,18.559999,19.379999,19.379999,54611300
+2018-11-26,19.959999,20.190001,19.110001,20.080000,20.080000,83211000
+2018-11-27,19.770000,21.450001,19.730000,21.049999,21.049999,119230100
+2018-11-28,21.820000,21.879999,20.180000,21.340000,21.340000,134425300
+2018-11-29,21.190001,21.610001,20.730000,21.430000,21.430000,79853700
+2018-11-30,21.299999,21.360001,20.520000,21.299999,21.299999,82370700
+2018-12-03,22.480000,23.750000,22.370001,23.709999,23.709999,139607400
+2018-12-04,23.350000,23.420000,21.070000,21.120001,21.120001,127392900
+2018-12-06,20.219999,21.410000,20.059999,21.299999,21.299999,103434700
+2018-12-07,21.299999,21.379999,19.170000,19.459999,19.459999,105764500
+2018-12-10,19.350000,20.129999,19.270000,19.990000,19.990000,77984500
+2018-12-11,20.709999,21.139999,19.690001,19.980000,19.980000,88027400
+2018-12-12,20.320000,21.020000,19.709999,20.480000,20.480000,100340700
+2018-12-13,20.629999,20.870001,19.760000,19.860001,19.860001,88108300
+2018-12-14,19.580000,20.700001,19.520000,19.900000,19.900000,84713600
+2018-12-17,20.010000,20.020000,18.639999,18.830000,18.830000,115437900
+2018-12-18,19.150000,19.840000,18.879999,19.500000,19.500000,101512900
+2018-12-19,19.440001,19.719999,18.000000,18.160000,18.160000,120644500
+2018-12-20,18.110001,18.860001,17.340000,17.940001,17.940001,119394500
+2018-12-21,18.120001,18.340000,16.760000,16.930000,16.930000,132246000
+2018-12-24,16.520000,17.219999,16.370001,16.650000,16.650000,62933100
+2018-12-26,16.879999,17.910000,16.030001,17.900000,17.900000,108811800
+2018-12-27,17.430000,17.740000,16.440001,17.490000,17.490000,111373000
+2018-12-28,17.530001,18.309999,17.139999,17.820000,17.820000,109214400
+2018-12-31,18.150000,18.510000,17.850000,18.459999,18.459999,84732200
+2019-01-02,18.010000,19.000000,17.980000,18.830000,18.830000,87148700
+2019-01-03,18.420000,18.680000,16.940001,17.049999,17.049999,117277600
+2019-01-04,17.549999,19.070000,17.430000,19.000000,19.000000,111878600
+2019-01-07,19.440001,20.680000,19.000000,20.570000,20.570000,107157000
+2019-01-08,21.190001,21.200001,19.680000,20.750000,20.750000,121271000
+2019-01-09,20.889999,21.440001,20.070000,20.190001,20.190001,163944100
+2019-01-10,19.760000,19.830000,18.900000,19.740000,19.740000,115629400
+2019-01-11,19.469999,20.350000,19.190001,20.270000,20.270000,85110800
+2019-01-14,19.959999,20.620001,19.750000,20.230000,20.230000,71350200
+2019-01-15,20.440001,20.680000,20.260000,20.379999,20.379999,62785800
+2019-01-16,20.400000,20.540001,19.709999,19.730000,19.730000,70849300
+2019-01-17,19.490000,20.510000,19.020000,20.250000,20.250000,85018400
+2019-01-18,20.370001,21.049999,20.020000,20.770000,20.770000,88131000
+2019-01-22,20.480000,20.920000,19.700001,19.760000,19.760000,78513700
+2019-01-23,20.030001,20.480000,19.549999,19.799999,19.799999,77811300
+2019-01-24,20.059999,21.010000,20.040001,20.850000,20.850000,97433400
+2019-01-25,20.990000,22.030001,20.790001,21.930000,21.930000,110239500
+2019-01-28,20.320000,21.010000,20.020000,20.180000,20.180000,135164100
+2019-01-29,20.260000,20.389999,19.049999,19.250000,19.250000,131202500
+2019-01-30,21.490000,23.129999,21.370001,23.090000,23.090000,211421200
+2019-01-31,23.020000,25.139999,22.830000,24.410000,24.410000,182575600
+2019-02-01,24.610001,24.840000,24.070000,24.510000,24.510000,105356200
+2019-02-04,24.430000,24.660000,24.070000,24.129999,24.129999,70843800
+2019-02-05,23.420000,23.860001,22.980000,23.309999,23.309999,122226000
+2019-02-06,23.629999,24.139999,23.219999,23.260000,23.260000,78684300
+2019-02-07,22.990000,23.219999,22.320000,22.670000,22.670000,86723900
+2019-02-08,22.330000,23.280001,22.270000,23.049999,23.049999,78129300
+2019-02-11,23.049999,23.280001,22.660000,22.959999,22.959999,60578700
+2019-02-12,23.430000,23.559999,22.750000,22.820000,22.820000,67595400
+2019-02-13,22.980000,23.240000,22.709999,22.850000,22.850000,57544200
+2019-02-14,22.740000,23.370001,22.590000,23.129999,23.129999,64441200
+2019-02-15,23.580000,24.049999,23.200001,23.680000,23.680000,78644100
+2019-02-19,23.629999,24.410000,23.610001,23.950001,23.950001,57517900
+2019-02-20,24.139999,24.370001,23.900000,23.950001,23.950001,57091600
+2019-02-21,24.040001,24.330000,23.850000,23.920000,23.920000,49608200
+2019-02-22,24.049999,24.360001,23.879999,24.360001,24.360001,52650700
+2019-02-25,25.010000,25.520000,24.680000,24.709999,24.709999,63221000
+2019-02-26,24.650000,24.719999,24.150000,24.209999,24.209999,48470100
+2019-02-27,24.110001,24.230000,23.209999,23.480000,23.480000,62649300
+2019-02-28,23.209999,23.670000,23.110001,23.530001,23.530001,39384900
+2019-03-01,23.969999,24.190001,23.450001,23.680000,23.680000,48084000
+2019-03-04,23.889999,24.129999,23.010000,23.370001,23.370001,48147700
+2019-03-05,23.340000,23.680000,23.010000,23.500000,23.500000,35462600
+2019-03-06,23.469999,23.530001,22.400000,22.410000,22.410000,60479400
+2019-03-07,22.330000,22.410000,21.730000,22.080000,22.080000,52186300
+2019-03-08,21.350000,22.090000,21.040001,22.010000,22.010000,49967700
+2019-03-11,22.150000,23.080000,21.980000,22.959999,22.959999,54420200
+2019-03-12,23.100000,23.799999,22.780001,23.490000,23.490000,56410600
+2019-03-13,23.660000,24.150000,23.350000,23.379999,23.379999,56705800
+2019-03-14,23.370001,23.490000,22.799999,22.820000,22.820000,42818600
+2019-03-15,23.100000,23.650000,23.010000,23.290001,23.290001,46519900
+2019-03-18,23.299999,23.620001,23.040001,23.250000,23.250000,34731800
+2019-03-19,23.600000,26.080000,23.590000,26.000000,26.000000,156052200
+2019-03-20,26.490000,26.879999,25.309999,25.700001,25.700001,151292100
+2019-03-21,25.780001,28.110001,25.709999,27.889999,27.889999,129610300
+2019-03-22,27.540001,27.750000,26.330000,26.370001,26.370001,115323300
+2019-03-25,26.290001,26.990000,25.540001,25.969999,25.969999,78438200
+2019-03-26,26.690001,26.980000,25.459999,25.690001,25.690001,75754100
+2019-03-27,25.700001,25.879999,24.549999,24.889999,24.889999,88585300
+2019-03-28,25.100000,25.559999,24.650000,25.059999,25.059999,64667500
+2019-03-29,25.580000,25.730000,25.250000,25.520000,25.520000,53502800
+2019-04-01,26.420000,26.559999,25.830000,26.360001,26.360001,63000300
+2019-04-02,26.510000,26.799999,26.090000,26.750000,26.750000,53358800
+2019-04-03,28.020000,29.950001,27.879999,29.020000,29.020000,197650500
+2019-04-04,28.879999,29.389999,28.610001,29.090000,29.090000,82191100
+2019-04-05,29.639999,29.690001,28.799999,28.980000,28.980000,65662700
+2019-04-08,28.690001,28.950001,28.180000,28.530001,28.530001,58002500
+2019-04-09,28.240000,28.379999,27.190001,27.240000,27.240000,75539800
+2019-04-10,27.459999,28.120001,27.320000,27.830000,27.830000,64368100
+2019-04-11,27.809999,28.049999,27.459999,27.790001,27.790001,44801200
+2019-04-12,28.209999,28.379999,27.660000,27.850000,27.850000,41048800
+2019-04-15,27.799999,27.840000,26.959999,27.330000,27.330000,40812500
+2019-04-16,27.719999,28.180000,27.490000,27.930000,27.930000,47340100
+2019-04-17,28.209999,28.270000,27.219999,27.490000,27.490000,48240800
+2019-04-18,27.600000,27.879999,27.340000,27.680000,27.680000,39880900
+2019-04-22,27.620001,28.230000,27.389999,28.180000,28.180000,36477300
+2019-04-23,28.180000,28.490000,27.790001,27.969999,27.969999,41777500
+2019-04-24,28.100000,28.850000,27.930000,28.459999,28.459999,51784700
+2019-04-25,28.670000,28.860001,27.360001,27.660000,27.660000,57329700
+2019-04-26,27.660000,27.900000,27.049999,27.879999,27.879999,48827900
+2019-04-29,27.900000,28.139999,27.500000,27.690001,27.690001,44532700
+2019-04-30,27.590000,27.799999,26.940001,27.629999,27.629999,73165900
+2019-05-01,28.950001,29.150000,26.780001,26.809999,26.809999,136066900
+2019-05-02,26.940001,28.639999,26.610001,28.290001,28.290001,100514800
+2019-05-03,28.299999,28.420000,27.660000,28.219999,28.219999,55503100
+2019-05-06,26.719999,27.500000,26.450001,27.420000,27.420000,70344100
+2019-05-07,27.200001,27.350000,26.209999,26.660000,26.660000,75868800
+2019-05-08,26.410000,27.709999,26.270000,27.090000,27.090000,65967500
+2019-05-09,26.700001,27.379999,26.030001,27.209999,27.209999,73150900
+2019-05-10,27.030001,28.100000,26.930000,27.959999,27.959999,82930100
+2019-05-13,26.980000,27.230000,26.100000,26.240000,26.240000,99017900
+2019-05-14,26.530001,27.480000,26.150000,27.320000,27.320000,82980400
+2019-05-15,26.870001,27.790001,26.730000,27.580000,27.580000,55689900
+2019-05-16,27.370001,28.370001,27.270000,28.010000,28.010000,67330100
+2019-05-17,27.690001,28.459999,27.400000,27.500000,27.500000,65385400
+2019-05-20,26.980000,27.240000,26.490000,26.680000,26.680000,69757400
+2019-05-21,27.180000,27.370001,26.930000,27.350000,27.350000,46079200
+2019-05-22,27.120001,27.590000,27.070000,27.410000,27.410000,40035300
+2019-05-23,26.990000,27.100000,26.030001,26.360001,26.360001,67809200
+2019-05-24,26.610001,26.930000,26.400000,26.440001,26.440001,39835800
+2019-05-28,27.270000,29.670000,27.059999,29.049999,29.049999,146949600
+2019-05-29,29.000000,29.320000,27.730000,28.090000,28.090000,99969600
+2019-05-30,28.400000,28.559999,27.600000,28.030001,28.030001,65289100
+2019-05-31,27.570000,28.360001,27.400000,27.410000,27.410000,68667800
+2019-06-03,28.750000,29.620001,27.290001,27.580000,27.580000,147532200
+2019-06-04,28.389999,29.590000,27.910000,29.570000,29.570000,107549500
+2019-06-05,29.930000,29.990000,29.030001,29.500000,29.500000,79481500
+2019-06-06,29.870001,31.980000,29.840000,31.820000,31.820000,131267800
+2019-06-07,31.940001,32.599998,31.570000,32.410000,32.410000,86841100
+2019-06-10,33.529999,34.299999,33.080002,33.230000,33.230000,97668800
+2019-06-11,33.430000,33.490002,31.820000,32.410000,32.410000,82834900
+2019-06-12,32.000000,32.570000,31.920000,32.180000,32.180000,56298700
+2019-06-13,32.389999,32.500000,31.059999,31.389999,31.389999,63556000
+2019-06-14,30.700001,30.959999,30.020000,30.360001,30.360001,70373000
+2019-06-17,30.250000,30.450001,29.180000,29.200001,29.200001,70865700
+2019-06-18,29.760000,30.969999,29.580000,30.450001,30.450001,86444500
+2019-06-19,30.670000,30.790001,30.059999,30.500000,30.500000,63233900
+2019-06-20,31.240000,31.360001,29.840000,30.010000,30.010000,72418200
+2019-06-21,29.650000,30.350000,28.969999,29.100000,29.100000,81861300
+2019-06-24,29.320000,29.400000,28.670000,29.260000,29.260000,55724800
+2019-06-25,29.260000,29.719999,28.799999,28.860001,28.860001,53680900
+2019-06-26,29.980000,30.480000,29.780001,29.920000,29.920000,65064200
+2019-06-27,30.410000,30.959999,30.209999,30.740000,30.740000,55623300
+2019-06-28,31.080000,31.110001,30.330000,30.370001,30.370001,50090900
+2019-07-01,31.790001,32.040001,30.870001,31.200001,31.200001,60275900
+2019-07-02,30.959999,31.260000,30.730000,31.240000,31.240000,37721700
+2019-07-03,31.129999,31.330000,30.740000,31.190001,31.190001,23462000
+2019-07-05,30.879999,31.559999,30.750000,31.500000,31.500000,34011900
+2019-07-08,31.799999,32.150002,31.260000,32.040001,32.040001,49689400
+2019-07-09,31.760000,33.180000,30.100000,33.150002,33.150002,61419800
+2019-07-10,33.560001,34.029999,33.360001,33.790001,33.790001,60388400
+2019-07-11,33.910000,34.000000,32.759998,33.060001,33.060001,63081800
+2019-07-12,32.759998,33.389999,32.590000,33.209999,33.209999,51509700
+2019-07-15,33.340000,34.549999,33.270000,34.389999,34.389999,65565200
+2019-07-16,34.299999,34.860001,33.799999,33.849998,33.849998,66912700
+2019-07-17,34.009998,34.299999,33.490002,33.599998,33.599998,42557900
+2019-07-18,33.029999,33.459999,32.419998,33.000000,33.000000,58473900
+2019-07-19,33.080002,33.349998,32.450001,32.509998,32.509998,44617700
+2019-07-22,32.799999,33.310001,32.740002,32.849998,32.849998,37777300
+2019-07-23,33.169998,33.500000,32.930000,33.490002,33.490002,38532500
+2019-07-24,33.639999,34.360001,33.450001,34.110001,34.110001,41952300
+2019-07-25,34.049999,34.250000,33.619999,33.669998,33.669998,36705600
+2019-07-26,34.230000,34.770000,33.869999,34.020000,34.020000,43502800
+2019-07-29,34.139999,34.180000,32.980000,33.480000,33.480000,45922000
+2019-07-30,33.209999,33.939999,32.939999,33.869999,33.869999,72198900
+2019-07-31,32.080002,32.299999,30.299999,30.450001,30.450001,119190000
+2019-08-01,30.500000,31.480000,29.100000,29.860001,29.860001,80878900
+2019-08-02,29.480000,29.730000,28.940001,29.440001,29.440001,60410900
+2019-08-05,28.260000,28.490000,27.650000,27.990000,27.990000,74333200
+2019-08-06,28.860001,29.049999,28.200001,28.860001,28.860001,60578400
+2019-08-07,28.469999,29.280001,28.370001,29.190001,29.190001,58577500
+2019-08-08,31.530001,34.270000,31.480000,33.919998,33.919998,167278800
+2019-08-09,33.450001,35.549999,33.080002,34.189999,34.189999,132483900
+2019-08-12,34.160000,34.650002,32.080002,32.430000,32.430000,106936000
+2019-08-13,32.360001,33.139999,31.719999,32.110001,32.110001,102009700
+2019-08-14,31.000000,31.049999,29.510000,30.240000,30.240000,127521500
+2019-08-15,30.629999,30.730000,29.209999,29.670000,29.670000,71674400
+2019-08-16,30.309999,31.480000,30.209999,31.180000,31.180000,70469800
+2019-08-19,32.000000,32.189999,31.420000,31.480000,31.480000,67596900
+2019-08-20,30.940001,31.309999,30.450001,30.719999,30.719999,47924000
+2019-08-21,31.049999,31.740000,30.840000,31.700001,31.700001,41441500
+2019-08-22,31.760000,31.920000,30.980000,31.900000,31.900000,47667900
+2019-08-23,31.299999,31.830000,29.400000,29.540001,29.540001,83681100
+2019-08-26,30.340000,30.719999,29.940001,30.280001,30.280001,50612500
+2019-08-27,30.600000,30.889999,29.600000,30.200001,30.200001,53229200
+2019-08-28,29.920000,31.180000,29.700001,30.780001,30.780001,55835900
+2019-08-29,31.469999,31.830000,31.330000,31.450001,31.450001,44422800
+2019-08-30,31.600000,31.870001,31.129999,31.450001,31.450001,40307000
+2019-09-03,30.830000,31.139999,30.680000,30.900000,30.900000,38029300
+2019-09-04,31.320000,31.830000,30.850000,30.950001,30.950001,46614600
+2019-09-05,31.790001,32.049999,31.120001,31.500000,31.500000,57861200
+2019-09-06,31.500000,31.510000,30.480000,30.559999,30.559999,51673000
+2019-09-09,30.930000,31.180000,30.240000,30.500000,30.500000,54413200
+2019-09-10,30.219999,30.379999,29.770000,30.230000,30.230000,48604800
+2019-09-11,30.379999,30.430000,29.510000,29.760000,29.760000,50631700
+2019-09-12,30.080000,30.840000,29.950001,30.209999,30.209999,53618300
+2019-09-13,30.270000,30.850000,29.950001,30.690001,30.690001,47758800
+2019-09-16,30.370001,31.150000,30.260000,30.830000,30.830000,52248500
+2019-09-17,31.070000,31.320000,30.740000,30.990000,30.990000,35011700
+2019-09-18,30.750000,30.889999,29.879999,30.420000,30.420000,47027500
+2019-09-19,30.570000,30.959999,30.139999,30.290001,30.290001,41603000
+2019-09-20,30.360001,30.469999,29.650000,30.049999,30.049999,79957400
+2019-09-23,30.120001,30.799999,30.070000,30.639999,30.639999,44366800
+2019-09-24,30.540001,30.750000,29.290001,29.520000,29.520000,72963000
+2019-09-25,29.480000,29.650000,28.549999,29.540001,29.540001,58234800
+2019-09-26,29.670000,29.770000,29.000000,29.469999,29.469999,40745400
+2019-09-27,29.170000,29.770000,28.350000,28.719999,28.719999,54091100
+2019-09-30,28.889999,29.049999,28.360001,28.990000,28.990000,37295600
+2019-10-01,29.049999,29.540001,28.639999,28.760000,28.760000,37081800
+2019-10-02,28.500000,28.850000,28.030001,28.309999,28.309999,43640700
+2019-10-03,28.280001,28.780001,27.430000,28.680000,28.680000,56325200
+2019-10-04,28.830000,29.059999,28.280001,29.010000,29.010000,34446700
+2019-10-07,28.900000,29.629999,28.840000,28.930000,28.930000,39337200
+2019-10-08,28.549999,28.639999,27.920000,28.230000,28.230000,44265700
+2019-10-09,28.799999,28.950001,28.350000,28.459999,28.459999,35661500
+2019-10-10,28.520000,28.889999,28.000000,28.379999,28.379999,40660100
+2019-10-11,28.830000,30.200001,28.809999,29.750000,29.750000,66256900
+2019-10-14,29.709999,30.610001,29.379999,30.530001,30.530001,44473700
+2019-10-15,30.700001,30.920000,30.170000,30.719999,30.719999,41600700
+2019-10-16,30.600000,31.410000,30.530001,30.809999,30.809999,42804400
+2019-10-17,31.299999,31.400000,30.860001,31.139999,31.139999,36884400
+2019-10-18,31.059999,31.330000,30.290001,30.969999,30.969999,39681700
+2019-10-21,31.500000,32.259998,31.410000,32.029999,32.029999,52182800
+2019-10-22,32.060001,32.150002,31.500000,31.510000,31.510000,36185200
+2019-10-23,31.090000,31.650000,30.830000,31.360001,31.360001,26582200
+2019-10-24,31.580000,31.860001,31.340000,31.719999,31.719999,27808000
+2019-10-25,31.900000,32.860001,31.830000,32.709999,32.709999,45368800
+2019-10-28,33.160000,33.910000,33.150002,33.689999,33.689999,51223600
+2019-10-29,33.730000,33.900002,32.700001,33.029999,33.029999,78700100
+2019-10-30,32.930000,33.340000,32.029999,33.130001,33.130001,78228800
+2019-10-31,32.980000,34.340000,32.820000,33.930000,33.930000,67881600
+2019-11-01,34.369999,35.000000,34.099998,34.889999,34.889999,64238600
+2019-11-04,35.189999,36.450001,34.759998,36.290001,36.290001,83343800
+2019-11-05,36.560001,37.180000,35.980000,36.150002,36.150002,84848600
+2019-11-06,36.060001,36.480000,35.520000,35.930000,35.930000,51675100
+2019-11-07,36.520000,36.990002,36.029999,36.279999,36.279999,54350200
+2019-11-08,36.060001,36.580002,36.000000,36.290001,36.290001,39353900
+2019-11-11,35.959999,36.660000,35.580002,36.310001,36.310001,43511100
+2019-11-12,36.430000,37.130001,36.400002,36.709999,36.709999,58664500
+2019-11-13,36.650002,37.959999,36.580002,37.520000,37.520000,67648300
+2019-11-14,37.509998,38.500000,37.360001,38.349998,38.349998,65829500
+2019-11-15,38.939999,39.369999,38.340000,38.560001,38.560001,62958500
+2019-11-18,38.650002,39.990002,38.599998,39.880001,39.880001,66102800
+2019-11-19,40.139999,41.790001,39.689999,41.290001,41.290001,94373000
+2019-11-20,40.959999,41.750000,40.070000,40.980000,40.980000,79767900
+2019-11-21,40.419998,40.709999,38.639999,39.520000,39.520000,88069400
+2019-11-22,39.360001,39.889999,38.189999,39.150002,39.150002,56931900
+2019-11-25,39.500000,40.169998,39.490002,39.790001,39.790001,45769500
+2019-11-26,39.299999,39.480000,38.810001,38.990002,38.990002,43603300
+2019-11-27,39.459999,39.759998,39.070000,39.410000,39.410000,33630100
+2019-11-29,39.099998,39.520000,39.020000,39.150002,39.150002,17609900
+2019-12-02,39.320000,39.410000,38.439999,38.730000,38.730000,35710200
+2019-12-03,37.340000,38.930000,37.150002,38.900002,38.900002,51556400
+2019-12-04,39.380001,39.820000,39.130001,39.689999,39.689999,44299400
+2019-12-05,39.950001,40.220001,39.549999,39.619999,39.619999,35574000
+2019-12-06,40.099998,40.189999,39.560001,39.630001,39.630001,31101400
+2019-12-09,39.459999,39.840000,38.910000,38.930000,38.930000,27928100
+2019-12-10,39.200001,39.730000,38.820000,39.439999,39.439999,33733600
+2019-12-11,39.439999,39.610001,39.040001,39.470001,39.470001,31698300
+2019-12-12,39.400002,42.619999,39.250000,42.590000,42.590000,86878000
+2019-12-13,42.349998,42.950001,41.060001,41.150002,41.150002,79927800
+2019-12-16,41.730000,42.980000,41.730000,42.349998,42.349998,58824900
+2019-12-17,42.509998,43.110001,42.150002,42.770000,42.770000,44852000
+2019-12-18,42.790001,43.060001,42.240002,42.299999,42.299999,39083300
+2019-12-19,42.630001,43.340000,42.599998,42.830002,42.830002,45883000
+2019-12-20,43.439999,44.259998,43.259998,44.150002,44.150002,68104700
+2019-12-23,44.580002,45.630001,44.389999,45.459999,45.459999,55886500
+2019-12-24,46.099998,46.610001,45.770000,46.540001,46.540001,44432200
+2019-12-26,46.990002,47.310001,45.660000,46.630001,46.630001,57562800
+2019-12-27,46.849998,46.880001,45.980000,46.180000,46.180000,36581300
+2019-12-30,46.139999,46.169998,44.660000,45.520000,45.520000,41149700
+2019-12-31,45.070000,46.090000,44.919998,45.860001,45.860001,31673200
+2020-01-02,46.860001,49.250000,46.630001,49.099998,49.099998,80331100
+2020-01-03,48.029999,49.389999,47.540001,48.599998,48.599998,73127400
+2020-01-06,48.020000,48.860001,47.860001,48.389999,48.389999,47934900
+2020-01-07,49.349998,49.389999,48.040001,48.250000,48.250000,58061400
+2020-01-08,47.849998,48.299999,47.139999,47.830002,47.830002,53767000
+2020-01-09,48.939999,49.959999,48.389999,48.970001,48.970001,76512800
+2020-01-10,49.259998,49.290001,48.000000,48.169998,48.169998,44133700
+2020-01-13,48.660000,48.860001,48.240002,48.750000,48.750000,34266800
+2020-01-14,48.639999,49.040001,47.910000,48.209999,48.209999,38563200
+2020-01-15,48.230000,49.080002,48.119999,48.549999,48.549999,40199900
+2020-01-16,49.169998,50.310001,48.990002,49.770000,49.770000,58898900
+2020-01-17,50.200001,51.049999,49.900002,50.930000,50.930000,57722500
+2020-01-21,50.959999,51.810001,50.700001,51.049999,51.049999,49095000
+2020-01-22,51.630001,51.880001,51.200001,51.430000,51.430000,40772200
+2020-01-23,51.340000,51.750000,50.740002,51.709999,51.709999,40135400
+2020-01-24,52.279999,52.810001,49.470001,50.349998,50.349998,80004900
+2020-01-27,48.450001,49.790001,47.900002,49.259998,49.259998,48878600
+2020-01-28,50.029999,50.849998,49.480000,50.529999,50.529999,62343800
+2020-01-29,47.840000,48.070000,46.099998,47.509998,47.509998,112349900
+2020-01-30,46.490002,48.810001,46.130001,48.779999,48.779999,70460200
+2020-01-31,48.400002,48.580002,46.790001,47.000000,47.000000,60322400
+2020-02-03,46.400002,48.099998,46.230000,48.020000,48.020000,47077000
+2020-02-04,49.209999,49.750000,48.610001,49.450001,49.450001,46302100
+2020-02-05,50.290001,50.419998,49.310001,49.840000,49.840000,42737100
+2020-02-06,48.799999,49.389999,47.630001,49.320000,49.320000,48670600
+2020-02-07,48.910000,50.669998,48.639999,49.730000,49.730000,53107600
+2020-02-10,49.470001,52.299999,49.349998,52.259998,52.259998,60971700
+2020-02-11,53.220001,54.480000,52.910000,53.799999,53.799999,74719100
+2020-02-12,54.529999,54.849998,53.529999,53.889999,53.889999,45994900
+2020-02-13,53.430000,55.029999,53.340000,54.529999,54.529999,51640000
+2020-02-14,55.189999,55.400002,54.560001,55.310001,55.310001,52365400
+2020-02-18,54.939999,58.130001,54.840000,56.889999,56.889999,70133200
+2020-02-19,57.990002,59.270000,57.509998,58.900002,58.900002,58597300
+2020-02-20,58.439999,59.020000,56.150002,57.270000,57.270000,74203400
+2020-02-21,56.709999,56.799999,52.889999,53.279999,53.279999,88271100
+2020-02-24,48.180000,50.279999,47.490002,49.119999,49.119999,86624100
+2020-02-25,51.139999,51.240002,47.119999,47.570000,47.570000,88699400
+2020-02-26,47.700001,49.290001,47.070000,47.490002,47.490002,86378400
+2020-02-27,45.380001,46.240002,42.209999,44.009998,44.009998,106416200
+2020-02-28,41.360001,46.150002,41.040001,45.480000,45.480000,100667700
+2020-03-02,47.419998,47.680000,44.660000,47.459999,47.459999,102324700
+2020-03-03,49.029999,50.200001,45.669998,46.750000,46.750000,141972300
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80357400
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63164100
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72854800
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40774200
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48679100
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64948300
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44800700
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71699700
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65737300
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88607800
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,56117100
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40446700
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58670500
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57305100
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
\ No newline at end of file
diff --git a/AMD_Dataset/AMD2018-2021.csv b/AMD_Dataset/AMD2018-2021.csv
new file mode 100644
index 0000000..df9faf5
--- /dev/null
+++ b/AMD_Dataset/AMD2018-2021.csv
@@ -0,0 +1,758 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2018-01-02,10.420000,11.020000,10.340000,10.980000,10.980000,44146300
+2018-01-03,11.610000,12.140000,11.360000,11.550000,11.550000,154066700
+2018-01-04,12.100000,12.430000,11.970000,12.120000,12.120000,109503000
+2018-01-05,12.190000,12.220000,11.660000,11.880000,11.880000,63808900
+2018-01-08,12.010000,12.300000,11.850000,12.280000,12.280000,63346000
+2018-01-09,12.000000,12.020000,11.710000,11.820000,11.820000,62560900
+2018-01-10,11.630000,12.150000,11.560000,11.960000,11.960000,52561200
+2018-01-11,12.070000,12.190000,11.900000,12.140000,12.140000,38354900
+2018-01-12,11.820000,12.070000,11.800000,12.020000,12.020000,47149300
+2018-01-16,12.050000,12.200000,11.800000,11.910000,11.910000,42686600
+2018-01-17,11.900000,12.190000,11.820000,12.180000,12.180000,39020800
+2018-01-18,12.180000,12.680000,12.150000,12.470000,12.470000,62086200
+2018-01-19,12.560000,12.880000,12.540000,12.590000,12.590000,46800700
+2018-01-22,12.610000,12.740000,12.370000,12.650000,12.650000,34758600
+2018-01-23,12.820000,13.000000,12.760000,12.940000,12.940000,46417200
+2018-01-24,13.020000,13.050000,12.600000,12.710000,12.710000,41956400
+2018-01-25,12.780000,12.940000,12.320000,12.410000,12.410000,42966600
+2018-01-26,12.700000,12.950000,12.620000,12.950000,12.950000,44239000
+2018-01-29,13.130000,13.470000,13.050000,13.320000,13.320000,66645400
+2018-01-30,13.120000,13.270000,12.690000,12.870000,12.870000,91236400
+2018-01-31,13.240000,13.850000,13.150000,13.740000,13.740000,140977800
+2018-02-01,13.620000,13.840000,13.210000,13.250000,13.250000,67543300
+2018-02-02,13.050000,13.060000,12.430000,12.450000,12.450000,79432600
+2018-02-05,12.050000,12.180000,10.930000,11.570000,11.570000,116568900
+2018-02-06,11.040000,11.740000,11.000000,11.650000,11.650000,87123200
+2018-02-07,11.700000,11.900000,11.530000,11.600000,11.600000,55758400
+2018-02-08,11.720000,11.850000,11.210000,11.220000,11.220000,56471800
+2018-02-09,11.540000,11.570000,10.630000,11.310000,11.310000,85458200
+2018-02-12,11.470000,11.800000,11.430000,11.680000,11.680000,63160900
+2018-02-13,11.600000,11.820000,11.530000,11.780000,11.780000,33661400
+2018-02-14,11.720000,12.310000,11.630000,12.200000,12.200000,51756800
+2018-02-15,12.400000,12.630000,12.070000,12.190000,12.190000,59593800
+2018-02-16,12.110000,12.230000,11.820000,11.820000,11.820000,47332300
+2018-02-20,11.720000,12.190000,11.710000,12.020000,12.020000,47096500
+2018-02-21,12.120000,12.120000,11.720000,11.720000,11.720000,40195800
+2018-02-22,11.820000,12.000000,11.630000,11.840000,11.840000,37886300
+2018-02-23,11.950000,12.160000,11.940000,12.070000,12.070000,33317600
+2018-02-26,12.140000,12.430000,12.050000,12.420000,12.420000,42265200
+2018-02-27,12.430000,12.880000,12.390000,12.530000,12.530000,55975300
+2018-02-28,12.660000,12.730000,12.100000,12.110000,12.110000,43387500
+2018-03-01,12.260000,12.270000,11.660000,11.900000,11.900000,63207400
+2018-03-02,11.670000,11.930000,11.430000,11.810000,11.810000,58123500
+2018-03-05,11.690000,12.060000,11.610000,11.910000,11.910000,43734800
+2018-03-06,12.010000,12.050000,11.710000,11.760000,11.760000,46751200
+2018-03-07,11.580000,12.820000,11.550000,12.240000,12.240000,127603200
+2018-03-08,12.400000,12.590000,11.740000,11.970000,11.970000,76011200
+2018-03-09,12.030000,12.040000,11.580000,11.700000,11.700000,89674400
+2018-03-12,11.760000,11.820000,11.480000,11.520000,11.520000,83748700
+2018-03-13,11.500000,12.040000,11.100000,11.640000,11.640000,174302600
+2018-03-14,11.700000,11.720000,11.260000,11.360000,11.360000,80540800
+2018-03-15,11.430000,11.550000,11.190000,11.460000,11.460000,66373900
+2018-03-16,11.490000,11.550000,11.320000,11.470000,11.470000,37591000
+2018-03-19,11.410000,11.740000,11.350000,11.430000,11.430000,53308600
+2018-03-20,11.410000,11.520000,11.000000,11.110000,11.110000,65116900
+2018-03-21,11.160000,11.340000,11.110000,11.260000,11.260000,44691700
+2018-03-22,11.100000,11.260000,10.850000,10.910000,10.910000,59944200
+2018-03-23,10.910000,10.970000,10.570000,10.630000,10.630000,54844500
+2018-03-26,10.710000,10.800000,10.180000,10.440000,10.440000,75878500
+2018-03-27,10.510000,10.590000,9.900000,10.000000,10.000000,68551300
+2018-03-28,9.990000,10.170000,9.790000,9.810000,9.810000,64832100
+2018-03-29,9.940000,10.080000,9.810000,10.050000,10.050000,48681400
+2018-04-02,9.990000,10.140000,9.510000,9.530000,9.530000,64824600
+2018-04-03,9.630000,9.770000,9.300000,9.550000,9.550000,54891600
+2018-04-04,9.080000,9.810000,9.040000,9.770000,9.770000,67356900
+2018-04-05,10.050000,10.200000,9.910000,10.020000,10.020000,65758800
+2018-04-06,9.830000,10.100000,9.500000,9.610000,9.610000,51087100
+2018-04-09,9.750000,9.840000,9.520000,9.530000,9.530000,38382600
+2018-04-10,9.750000,10.040000,9.710000,9.980000,9.980000,42849200
+2018-04-11,9.870000,10.030000,9.790000,9.820000,9.820000,29169300
+2018-04-12,9.980000,10.100000,9.820000,10.080000,10.080000,47784400
+2018-04-13,10.200000,10.220000,9.880000,9.930000,9.930000,38935700
+2018-04-16,10.000000,10.170000,9.900000,10.090000,10.090000,28875100
+2018-04-17,10.280000,10.530000,10.200000,10.520000,10.520000,45360300
+2018-04-18,10.510000,10.650000,10.330000,10.360000,10.360000,42449600
+2018-04-19,10.180000,10.330000,9.990000,10.110000,10.110000,57841600
+2018-04-20,10.050000,10.140000,9.950000,9.990000,9.990000,39011900
+2018-04-23,10.090000,10.190000,9.970000,10.040000,10.040000,42971300
+2018-04-24,10.190000,10.350000,9.950000,10.090000,10.090000,44992200
+2018-04-25,10.060000,10.090000,9.560000,9.710000,9.710000,90578000
+2018-04-26,10.870000,11.190000,10.610000,11.040000,11.040000,145284100
+2018-04-27,11.200000,11.360000,11.020000,11.110000,11.110000,74347800
+2018-04-30,11.060000,11.140000,10.870000,10.880000,10.880000,50608800
+2018-05-01,10.830000,11.150000,10.770000,11.130000,11.130000,43441600
+2018-05-02,11.100000,11.160000,10.970000,10.970000,10.970000,29267300
+2018-05-03,10.900000,11.060000,10.830000,10.930000,10.930000,33310600
+2018-05-04,10.880000,11.290000,10.870000,11.280000,11.280000,47884900
+2018-05-07,11.320000,11.680000,11.300000,11.590000,11.590000,54001700
+2018-05-08,11.490000,11.660000,11.400000,11.610000,11.610000,35218400
+2018-05-09,11.650000,11.980000,11.570000,11.950000,11.950000,49605700
+2018-05-10,11.980000,12.180000,11.950000,12.130000,12.130000,49744500
+2018-05-11,11.890000,12.030000,11.690000,11.950000,11.950000,43863700
+2018-05-14,12.140000,12.360000,12.110000,12.230000,12.230000,50263800
+2018-05-15,12.180000,12.460000,12.160000,12.450000,12.450000,44183200
+2018-05-16,12.640000,12.980000,12.620000,12.820000,12.820000,73364000
+2018-05-17,12.790000,12.900000,12.660000,12.820000,12.820000,38692500
+2018-05-18,13.060000,13.260000,12.910000,13.000000,13.000000,54063400
+2018-05-21,13.250000,13.310000,12.880000,12.990000,12.990000,49714200
+2018-05-22,13.000000,13.140000,12.710000,12.980000,12.980000,43267000
+2018-05-23,12.930000,13.180000,12.900000,13.100000,13.100000,44517800
+2018-05-24,13.060000,13.430000,13.030000,13.410000,13.410000,47785700
+2018-05-25,13.400000,13.720000,13.360000,13.540000,13.540000,43850100
+2018-05-29,13.450000,13.630000,13.260000,13.360000,13.360000,39578500
+2018-05-30,13.480000,13.950000,13.480000,13.820000,13.820000,58186400
+2018-05-31,13.740000,13.930000,13.690000,13.730000,13.730000,46797700
+2018-06-01,13.980000,14.400000,13.920000,14.400000,14.400000,71677900
+2018-06-04,14.760000,14.980000,14.520000,14.850000,14.850000,74546000
+2018-06-05,14.850000,14.920000,14.630000,14.850000,14.850000,56122700
+2018-06-06,15.070000,15.740000,15.040000,15.670000,15.670000,97089000
+2018-06-07,15.830000,15.970000,14.850000,14.890000,14.890000,99860300
+2018-06-08,14.520000,15.330000,14.310000,15.250000,15.250000,81930500
+2018-06-11,15.210000,15.890000,15.010000,15.730000,15.730000,80737600
+2018-06-12,15.840000,15.950000,15.430000,15.850000,15.850000,67002600
+2018-06-13,15.810000,16.520000,15.780000,16.320000,16.320000,90227300
+2018-06-14,16.620001,16.790001,15.580000,16.250000,16.250000,113048600
+2018-06-15,16.059999,16.520000,15.820000,16.340000,16.340000,77612200
+2018-06-18,16.180000,17.340000,16.129999,17.110001,17.110001,104317400
+2018-06-19,16.850000,17.290001,16.309999,16.690001,16.690001,92542900
+2018-06-20,16.830000,17.129999,16.370001,16.520000,16.520000,76280600
+2018-06-21,16.650000,16.870001,15.460000,15.650000,15.650000,95638400
+2018-06-22,15.780000,15.910000,15.560000,15.800000,15.800000,59257100
+2018-06-25,15.640000,15.740000,14.540000,15.110000,15.110000,94418400
+2018-06-26,15.320000,15.600000,15.100000,15.500000,15.500000,54213500
+2018-06-27,15.650000,15.760000,14.960000,14.970000,14.970000,56014300
+2018-06-28,14.850000,15.360000,14.750000,15.310000,15.310000,48716800
+2018-06-29,15.410000,15.490000,14.980000,14.990000,14.990000,41527800
+2018-07-02,14.800000,15.180000,14.740000,15.160000,15.160000,43398800
+2018-07-03,15.210000,15.340000,14.960000,15.000000,15.000000,32094000
+2018-07-05,15.130000,15.500000,15.020000,15.500000,15.500000,40703300
+2018-07-06,15.520000,16.389999,15.480000,16.360001,16.360001,65101700
+2018-07-09,16.730000,16.840000,16.170000,16.610001,16.610001,58525500
+2018-07-10,16.590000,16.650000,16.309999,16.549999,16.549999,37093000
+2018-07-11,16.150000,16.530001,16.020000,16.270000,16.270000,42544100
+2018-07-12,16.410000,16.790001,16.379999,16.559999,16.559999,44188100
+2018-07-13,16.680000,16.690001,16.219999,16.270000,16.270000,40614100
+2018-07-16,16.420000,17.000000,16.410000,16.580000,16.580000,65275300
+2018-07-17,16.500000,16.879999,16.480000,16.870001,16.870001,42313500
+2018-07-18,16.940001,16.990000,16.549999,16.850000,16.850000,40881500
+2018-07-19,16.709999,16.879999,16.549999,16.709999,16.709999,41267800
+2018-07-20,16.660000,16.879999,16.440001,16.500000,16.500000,42879800
+2018-07-23,16.469999,16.680000,15.900000,16.660000,16.660000,44940800
+2018-07-24,16.750000,16.860001,16.110001,16.190001,16.190001,58201500
+2018-07-25,16.299999,16.389999,15.720000,16.049999,16.049999,82604900
+2018-07-26,17.160000,18.450001,16.830000,18.350000,18.350000,192661100
+2018-07-27,19.070000,19.879999,18.309999,18.940001,18.940001,161903800
+2018-07-30,19.400000,20.180000,19.309999,19.420000,19.420000,160823400
+2018-07-31,19.350000,19.500000,18.270000,18.330000,18.330000,118403400
+2018-08-01,18.340000,18.950001,18.320000,18.480000,18.480000,75495200
+2018-08-02,18.170000,18.830000,18.000000,18.790001,18.790001,52867100
+2018-08-03,18.940001,19.059999,18.370001,18.490000,18.490000,53232100
+2018-08-06,18.889999,19.440001,18.459999,19.430000,19.430000,83579700
+2018-08-07,19.530001,19.709999,19.080000,19.559999,19.559999,72822600
+2018-08-08,19.459999,19.770000,19.260000,19.580000,19.580000,52081400
+2018-08-09,19.580000,19.709999,19.080000,19.100000,19.100000,46653400
+2018-08-10,19.090000,19.480000,18.850000,19.059999,19.059999,65821100
+2018-08-13,19.160000,19.930000,19.120001,19.730000,19.730000,81411300
+2018-08-14,19.969999,20.280001,19.629999,20.020000,20.020000,89195500
+2018-08-15,19.860001,20.100000,19.200001,19.700001,19.700001,86355700
+2018-08-16,19.860001,20.070000,19.250000,19.330000,19.330000,69733700
+2018-08-17,19.120001,19.820000,18.730000,19.770000,19.770000,60616600
+2018-08-20,19.790001,20.080000,19.350000,19.980000,19.980000,62983200
+2018-08-21,19.980000,20.420000,19.860001,20.400000,20.400000,55629000
+2018-08-22,20.280001,20.920000,20.209999,20.900000,20.900000,62002700
+2018-08-23,21.190001,22.320000,21.139999,22.290001,22.290001,113444100
+2018-08-24,22.910000,24.000000,22.670000,23.980000,23.980000,164328200
+2018-08-27,24.940001,27.299999,24.629999,25.260000,25.260000,325058400
+2018-08-28,25.510000,26.180000,24.040001,25.049999,25.049999,215771200
+2018-08-29,24.360001,25.410000,24.010000,25.200001,25.200001,143223200
+2018-08-30,25.290001,25.670000,24.760000,24.889999,24.889999,103607300
+2018-08-31,24.889999,25.240000,24.719999,25.170000,25.170000,65206400
+2018-09-04,25.620001,28.110001,25.570000,28.059999,28.059999,192541300
+2018-09-05,29.410000,29.940001,26.840000,28.510000,28.510000,257349000
+2018-09-06,28.120001,28.580000,27.190001,27.840000,27.840000,143942900
+2018-09-07,26.959999,28.270000,26.799999,27.379999,27.379999,123348700
+2018-09-10,28.150000,29.930000,27.840000,29.889999,29.889999,162253800
+2018-09-11,30.020000,30.590000,29.370001,30.100000,30.100000,159902500
+2018-09-12,29.910000,32.290001,29.450001,32.209999,32.209999,197889600
+2018-09-13,33.160000,34.139999,29.870001,30.480000,30.480000,304147100
+2018-09-14,31.430000,33.090000,30.540001,32.720001,32.720001,217762800
+2018-09-17,31.750000,33.230000,31.600000,32.430000,32.430000,180410600
+2018-09-18,32.990002,33.369999,31.200001,31.930000,31.930000,176673200
+2018-09-19,31.520000,31.830000,30.510000,31.209999,31.209999,124287000
+2018-09-20,32.099998,32.200001,30.639999,31.180000,31.180000,123116500
+2018-09-21,31.190001,32.419998,30.910000,31.020000,31.020000,129792900
+2018-09-24,31.129999,32.650002,30.910000,32.610001,32.610001,118332600
+2018-09-25,33.180000,33.599998,32.189999,32.570000,32.570000,118570200
+2018-09-26,32.400002,32.599998,31.719999,32.189999,32.189999,79347300
+2018-09-27,31.860001,32.630001,31.389999,32.590000,32.590000,87934400
+2018-09-28,32.240002,32.779999,29.980000,30.889999,30.889999,165453500
+2018-10-01,30.690001,31.910000,30.250000,31.420000,31.420000,94742900
+2018-10-02,30.730000,30.820000,28.650000,29.020000,29.020000,145276500
+2018-10-03,29.040001,29.219999,26.540001,28.430000,28.430000,190137200
+2018-10-04,27.990000,28.830000,27.370001,27.780001,27.780001,95831200
+2018-10-05,28.070000,28.469999,26.930000,27.350000,27.350000,88008500
+2018-10-08,26.730000,27.540001,25.959999,26.459999,26.459999,103789500
+2018-10-09,26.150000,27.709999,26.000000,27.240000,27.240000,105461800
+2018-10-10,27.379999,27.400000,24.910000,25.000000,25.000000,147682900
+2018-10-11,24.740000,26.200001,24.549999,25.299999,25.299999,147013800
+2018-10-12,26.770000,26.969999,25.670000,26.340000,26.340000,111059400
+2018-10-15,26.379999,26.770000,25.750000,26.260000,26.260000,70523500
+2018-10-16,26.629999,28.230000,26.170000,28.180000,28.180000,92529000
+2018-10-17,28.410000,28.530001,26.920000,27.299999,27.299999,89466900
+2018-10-18,27.080000,27.750000,26.400000,26.620001,26.620001,79623700
+2018-10-19,27.030001,27.100000,23.600000,23.660000,23.660000,130799900
+2018-10-22,24.459999,25.639999,24.090000,25.030001,25.030001,114158900
+2018-10-23,24.180000,25.260000,23.850000,25.090000,25.090000,101763000
+2018-10-24,25.040001,25.100000,22.750000,22.790001,22.790001,134489100
+2018-10-25,17.920000,20.150000,17.719999,19.270000,19.270000,189173700
+2018-10-26,18.490000,18.780001,17.049999,17.629999,17.629999,119689000
+2018-10-29,18.209999,18.230000,16.270000,16.850000,16.850000,94479600
+2018-10-30,16.379999,17.240000,16.170000,17.200001,17.200001,99049400
+2018-10-31,17.870001,18.340000,17.120001,18.209999,18.209999,110463700
+2018-11-01,18.410000,20.330000,18.080000,20.219999,20.219999,136896500
+2018-11-02,20.590000,21.059999,19.469999,20.230000,20.230000,123788000
+2018-11-05,20.120001,20.180000,18.879999,19.900000,19.900000,108016700
+2018-11-06,19.500000,21.650000,19.480000,20.680000,20.680000,144995700
+2018-11-07,21.420000,22.219999,21.070000,21.840000,21.840000,121115800
+2018-11-08,21.770000,22.080000,20.969999,21.200001,21.200001,92387600
+2018-11-09,20.770000,21.190001,20.110001,21.030001,21.030001,85900700
+2018-11-12,20.680000,20.850000,18.799999,19.030001,19.030001,95948200
+2018-11-13,19.280001,20.020000,18.969999,19.610001,19.610001,76126000
+2018-11-14,20.180000,21.110001,19.760000,20.809999,20.809999,106344300
+2018-11-15,20.719999,21.770000,20.420000,21.490000,21.490000,97715500
+2018-11-16,19.870001,20.969999,19.719999,20.660000,20.660000,112376600
+2018-11-19,20.400000,20.590000,19.090000,19.110001,19.110001,93578200
+2018-11-20,17.400000,19.580000,17.180000,19.209999,19.209999,109869400
+2018-11-21,20.049999,20.309999,18.500000,18.730000,18.730000,81585600
+2018-11-23,18.610001,19.830000,18.559999,19.379999,19.379999,54611300
+2018-11-26,19.959999,20.190001,19.110001,20.080000,20.080000,83211000
+2018-11-27,19.770000,21.450001,19.730000,21.049999,21.049999,119230100
+2018-11-28,21.820000,21.879999,20.180000,21.340000,21.340000,134425300
+2018-11-29,21.190001,21.610001,20.730000,21.430000,21.430000,79853700
+2018-11-30,21.299999,21.360001,20.520000,21.299999,21.299999,82370700
+2018-12-03,22.480000,23.750000,22.370001,23.709999,23.709999,139607400
+2018-12-04,23.350000,23.420000,21.070000,21.120001,21.120001,127392900
+2018-12-06,20.219999,21.410000,20.059999,21.299999,21.299999,103434700
+2018-12-07,21.299999,21.379999,19.170000,19.459999,19.459999,105764500
+2018-12-10,19.350000,20.129999,19.270000,19.990000,19.990000,77984500
+2018-12-11,20.709999,21.139999,19.690001,19.980000,19.980000,88027400
+2018-12-12,20.320000,21.020000,19.709999,20.480000,20.480000,100340700
+2018-12-13,20.629999,20.870001,19.760000,19.860001,19.860001,88108300
+2018-12-14,19.580000,20.700001,19.520000,19.900000,19.900000,84713600
+2018-12-17,20.010000,20.020000,18.639999,18.830000,18.830000,115437900
+2018-12-18,19.150000,19.840000,18.879999,19.500000,19.500000,101512900
+2018-12-19,19.440001,19.719999,18.000000,18.160000,18.160000,120644500
+2018-12-20,18.110001,18.860001,17.340000,17.940001,17.940001,119394500
+2018-12-21,18.120001,18.340000,16.760000,16.930000,16.930000,132246000
+2018-12-24,16.520000,17.219999,16.370001,16.650000,16.650000,62933100
+2018-12-26,16.879999,17.910000,16.030001,17.900000,17.900000,108811800
+2018-12-27,17.430000,17.740000,16.440001,17.490000,17.490000,111373000
+2018-12-28,17.530001,18.309999,17.139999,17.820000,17.820000,109214400
+2018-12-31,18.150000,18.510000,17.850000,18.459999,18.459999,84732200
+2019-01-02,18.010000,19.000000,17.980000,18.830000,18.830000,87148700
+2019-01-03,18.420000,18.680000,16.940001,17.049999,17.049999,117277600
+2019-01-04,17.549999,19.070000,17.430000,19.000000,19.000000,111878600
+2019-01-07,19.440001,20.680000,19.000000,20.570000,20.570000,107157000
+2019-01-08,21.190001,21.200001,19.680000,20.750000,20.750000,121271000
+2019-01-09,20.889999,21.440001,20.070000,20.190001,20.190001,163944100
+2019-01-10,19.760000,19.830000,18.900000,19.740000,19.740000,115629400
+2019-01-11,19.469999,20.350000,19.190001,20.270000,20.270000,85110800
+2019-01-14,19.959999,20.620001,19.750000,20.230000,20.230000,71350200
+2019-01-15,20.440001,20.680000,20.260000,20.379999,20.379999,62785800
+2019-01-16,20.400000,20.540001,19.709999,19.730000,19.730000,70849300
+2019-01-17,19.490000,20.510000,19.020000,20.250000,20.250000,85018400
+2019-01-18,20.370001,21.049999,20.020000,20.770000,20.770000,88131000
+2019-01-22,20.480000,20.920000,19.700001,19.760000,19.760000,78513700
+2019-01-23,20.030001,20.480000,19.549999,19.799999,19.799999,77811300
+2019-01-24,20.059999,21.010000,20.040001,20.850000,20.850000,97433400
+2019-01-25,20.990000,22.030001,20.790001,21.930000,21.930000,110239500
+2019-01-28,20.320000,21.010000,20.020000,20.180000,20.180000,135164100
+2019-01-29,20.260000,20.389999,19.049999,19.250000,19.250000,131202500
+2019-01-30,21.490000,23.129999,21.370001,23.090000,23.090000,211421200
+2019-01-31,23.020000,25.139999,22.830000,24.410000,24.410000,182575600
+2019-02-01,24.610001,24.840000,24.070000,24.510000,24.510000,105356200
+2019-02-04,24.430000,24.660000,24.070000,24.129999,24.129999,70843800
+2019-02-05,23.420000,23.860001,22.980000,23.309999,23.309999,122226000
+2019-02-06,23.629999,24.139999,23.219999,23.260000,23.260000,78684300
+2019-02-07,22.990000,23.219999,22.320000,22.670000,22.670000,86723900
+2019-02-08,22.330000,23.280001,22.270000,23.049999,23.049999,78129300
+2019-02-11,23.049999,23.280001,22.660000,22.959999,22.959999,60578700
+2019-02-12,23.430000,23.559999,22.750000,22.820000,22.820000,67595400
+2019-02-13,22.980000,23.240000,22.709999,22.850000,22.850000,57544200
+2019-02-14,22.740000,23.370001,22.590000,23.129999,23.129999,64441200
+2019-02-15,23.580000,24.049999,23.200001,23.680000,23.680000,78644100
+2019-02-19,23.629999,24.410000,23.610001,23.950001,23.950001,57517900
+2019-02-20,24.139999,24.370001,23.900000,23.950001,23.950001,57091600
+2019-02-21,24.040001,24.330000,23.850000,23.920000,23.920000,49608200
+2019-02-22,24.049999,24.360001,23.879999,24.360001,24.360001,52650700
+2019-02-25,25.010000,25.520000,24.680000,24.709999,24.709999,63221000
+2019-02-26,24.650000,24.719999,24.150000,24.209999,24.209999,48470100
+2019-02-27,24.110001,24.230000,23.209999,23.480000,23.480000,62649300
+2019-02-28,23.209999,23.670000,23.110001,23.530001,23.530001,39384900
+2019-03-01,23.969999,24.190001,23.450001,23.680000,23.680000,48084000
+2019-03-04,23.889999,24.129999,23.010000,23.370001,23.370001,48147700
+2019-03-05,23.340000,23.680000,23.010000,23.500000,23.500000,35462600
+2019-03-06,23.469999,23.530001,22.400000,22.410000,22.410000,60479400
+2019-03-07,22.330000,22.410000,21.730000,22.080000,22.080000,52186300
+2019-03-08,21.350000,22.090000,21.040001,22.010000,22.010000,49967700
+2019-03-11,22.150000,23.080000,21.980000,22.959999,22.959999,54420200
+2019-03-12,23.100000,23.799999,22.780001,23.490000,23.490000,56410600
+2019-03-13,23.660000,24.150000,23.350000,23.379999,23.379999,56705800
+2019-03-14,23.370001,23.490000,22.799999,22.820000,22.820000,42818600
+2019-03-15,23.100000,23.650000,23.010000,23.290001,23.290001,46519900
+2019-03-18,23.299999,23.620001,23.040001,23.250000,23.250000,34731800
+2019-03-19,23.600000,26.080000,23.590000,26.000000,26.000000,156052200
+2019-03-20,26.490000,26.879999,25.309999,25.700001,25.700001,151292100
+2019-03-21,25.780001,28.110001,25.709999,27.889999,27.889999,129610300
+2019-03-22,27.540001,27.750000,26.330000,26.370001,26.370001,115323300
+2019-03-25,26.290001,26.990000,25.540001,25.969999,25.969999,78438200
+2019-03-26,26.690001,26.980000,25.459999,25.690001,25.690001,75754100
+2019-03-27,25.700001,25.879999,24.549999,24.889999,24.889999,88585300
+2019-03-28,25.100000,25.559999,24.650000,25.059999,25.059999,64667500
+2019-03-29,25.580000,25.730000,25.250000,25.520000,25.520000,53502800
+2019-04-01,26.420000,26.559999,25.830000,26.360001,26.360001,63000300
+2019-04-02,26.510000,26.799999,26.090000,26.750000,26.750000,53358800
+2019-04-03,28.020000,29.950001,27.879999,29.020000,29.020000,197650500
+2019-04-04,28.879999,29.389999,28.610001,29.090000,29.090000,82191100
+2019-04-05,29.639999,29.690001,28.799999,28.980000,28.980000,65662700
+2019-04-08,28.690001,28.950001,28.180000,28.530001,28.530001,58002500
+2019-04-09,28.240000,28.379999,27.190001,27.240000,27.240000,75539800
+2019-04-10,27.459999,28.120001,27.320000,27.830000,27.830000,64368100
+2019-04-11,27.809999,28.049999,27.459999,27.790001,27.790001,44801200
+2019-04-12,28.209999,28.379999,27.660000,27.850000,27.850000,41048800
+2019-04-15,27.799999,27.840000,26.959999,27.330000,27.330000,40812500
+2019-04-16,27.719999,28.180000,27.490000,27.930000,27.930000,47340100
+2019-04-17,28.209999,28.270000,27.219999,27.490000,27.490000,48240800
+2019-04-18,27.600000,27.879999,27.340000,27.680000,27.680000,39880900
+2019-04-22,27.620001,28.230000,27.389999,28.180000,28.180000,36477300
+2019-04-23,28.180000,28.490000,27.790001,27.969999,27.969999,41777500
+2019-04-24,28.100000,28.850000,27.930000,28.459999,28.459999,51784700
+2019-04-25,28.670000,28.860001,27.360001,27.660000,27.660000,57329700
+2019-04-26,27.660000,27.900000,27.049999,27.879999,27.879999,48827900
+2019-04-29,27.900000,28.139999,27.500000,27.690001,27.690001,44532700
+2019-04-30,27.590000,27.799999,26.940001,27.629999,27.629999,73165900
+2019-05-01,28.950001,29.150000,26.780001,26.809999,26.809999,136066900
+2019-05-02,26.940001,28.639999,26.610001,28.290001,28.290001,100514800
+2019-05-03,28.299999,28.420000,27.660000,28.219999,28.219999,55503100
+2019-05-06,26.719999,27.500000,26.450001,27.420000,27.420000,70344100
+2019-05-07,27.200001,27.350000,26.209999,26.660000,26.660000,75868800
+2019-05-08,26.410000,27.709999,26.270000,27.090000,27.090000,65967500
+2019-05-09,26.700001,27.379999,26.030001,27.209999,27.209999,73150900
+2019-05-10,27.030001,28.100000,26.930000,27.959999,27.959999,82930100
+2019-05-13,26.980000,27.230000,26.100000,26.240000,26.240000,99017900
+2019-05-14,26.530001,27.480000,26.150000,27.320000,27.320000,82980400
+2019-05-15,26.870001,27.790001,26.730000,27.580000,27.580000,55689900
+2019-05-16,27.370001,28.370001,27.270000,28.010000,28.010000,67330100
+2019-05-17,27.690001,28.459999,27.400000,27.500000,27.500000,65385400
+2019-05-20,26.980000,27.240000,26.490000,26.680000,26.680000,69757400
+2019-05-21,27.180000,27.370001,26.930000,27.350000,27.350000,46079200
+2019-05-22,27.120001,27.590000,27.070000,27.410000,27.410000,40035300
+2019-05-23,26.990000,27.100000,26.030001,26.360001,26.360001,67809200
+2019-05-24,26.610001,26.930000,26.400000,26.440001,26.440001,39835800
+2019-05-28,27.270000,29.670000,27.059999,29.049999,29.049999,146949600
+2019-05-29,29.000000,29.320000,27.730000,28.090000,28.090000,99969600
+2019-05-30,28.400000,28.559999,27.600000,28.030001,28.030001,65289100
+2019-05-31,27.570000,28.360001,27.400000,27.410000,27.410000,68667800
+2019-06-03,28.750000,29.620001,27.290001,27.580000,27.580000,147532200
+2019-06-04,28.389999,29.590000,27.910000,29.570000,29.570000,107549500
+2019-06-05,29.930000,29.990000,29.030001,29.500000,29.500000,79481500
+2019-06-06,29.870001,31.980000,29.840000,31.820000,31.820000,131267800
+2019-06-07,31.940001,32.599998,31.570000,32.410000,32.410000,86841100
+2019-06-10,33.529999,34.299999,33.080002,33.230000,33.230000,97668800
+2019-06-11,33.430000,33.490002,31.820000,32.410000,32.410000,82834900
+2019-06-12,32.000000,32.570000,31.920000,32.180000,32.180000,56298700
+2019-06-13,32.389999,32.500000,31.059999,31.389999,31.389999,63556000
+2019-06-14,30.700001,30.959999,30.020000,30.360001,30.360001,70373000
+2019-06-17,30.250000,30.450001,29.180000,29.200001,29.200001,70865700
+2019-06-18,29.760000,30.969999,29.580000,30.450001,30.450001,86444500
+2019-06-19,30.670000,30.790001,30.059999,30.500000,30.500000,63233900
+2019-06-20,31.240000,31.360001,29.840000,30.010000,30.010000,72418200
+2019-06-21,29.650000,30.350000,28.969999,29.100000,29.100000,81861300
+2019-06-24,29.320000,29.400000,28.670000,29.260000,29.260000,55724800
+2019-06-25,29.260000,29.719999,28.799999,28.860001,28.860001,53680900
+2019-06-26,29.980000,30.480000,29.780001,29.920000,29.920000,65064200
+2019-06-27,30.410000,30.959999,30.209999,30.740000,30.740000,55623300
+2019-06-28,31.080000,31.110001,30.330000,30.370001,30.370001,50090900
+2019-07-01,31.790001,32.040001,30.870001,31.200001,31.200001,60275900
+2019-07-02,30.959999,31.260000,30.730000,31.240000,31.240000,37721700
+2019-07-03,31.129999,31.330000,30.740000,31.190001,31.190001,23462000
+2019-07-05,30.879999,31.559999,30.750000,31.500000,31.500000,34011900
+2019-07-08,31.799999,32.150002,31.260000,32.040001,32.040001,49689400
+2019-07-09,31.760000,33.180000,30.100000,33.150002,33.150002,61419800
+2019-07-10,33.560001,34.029999,33.360001,33.790001,33.790001,60388400
+2019-07-11,33.910000,34.000000,32.759998,33.060001,33.060001,63081800
+2019-07-12,32.759998,33.389999,32.590000,33.209999,33.209999,51509700
+2019-07-15,33.340000,34.549999,33.270000,34.389999,34.389999,65565200
+2019-07-16,34.299999,34.860001,33.799999,33.849998,33.849998,66912700
+2019-07-17,34.009998,34.299999,33.490002,33.599998,33.599998,42557900
+2019-07-18,33.029999,33.459999,32.419998,33.000000,33.000000,58473900
+2019-07-19,33.080002,33.349998,32.450001,32.509998,32.509998,44617700
+2019-07-22,32.799999,33.310001,32.740002,32.849998,32.849998,37777300
+2019-07-23,33.169998,33.500000,32.930000,33.490002,33.490002,38532500
+2019-07-24,33.639999,34.360001,33.450001,34.110001,34.110001,41952300
+2019-07-25,34.049999,34.250000,33.619999,33.669998,33.669998,36705600
+2019-07-26,34.230000,34.770000,33.869999,34.020000,34.020000,43502800
+2019-07-29,34.139999,34.180000,32.980000,33.480000,33.480000,45922000
+2019-07-30,33.209999,33.939999,32.939999,33.869999,33.869999,72198900
+2019-07-31,32.080002,32.299999,30.299999,30.450001,30.450001,119190000
+2019-08-01,30.500000,31.480000,29.100000,29.860001,29.860001,80878900
+2019-08-02,29.480000,29.730000,28.940001,29.440001,29.440001,60410900
+2019-08-05,28.260000,28.490000,27.650000,27.990000,27.990000,74333200
+2019-08-06,28.860001,29.049999,28.200001,28.860001,28.860001,60578400
+2019-08-07,28.469999,29.280001,28.370001,29.190001,29.190001,58577500
+2019-08-08,31.530001,34.270000,31.480000,33.919998,33.919998,167278800
+2019-08-09,33.450001,35.549999,33.080002,34.189999,34.189999,132483900
+2019-08-12,34.160000,34.650002,32.080002,32.430000,32.430000,106936000
+2019-08-13,32.360001,33.139999,31.719999,32.110001,32.110001,102009700
+2019-08-14,31.000000,31.049999,29.510000,30.240000,30.240000,127521500
+2019-08-15,30.629999,30.730000,29.209999,29.670000,29.670000,71674400
+2019-08-16,30.309999,31.480000,30.209999,31.180000,31.180000,70469800
+2019-08-19,32.000000,32.189999,31.420000,31.480000,31.480000,67596900
+2019-08-20,30.940001,31.309999,30.450001,30.719999,30.719999,47924000
+2019-08-21,31.049999,31.740000,30.840000,31.700001,31.700001,41441500
+2019-08-22,31.760000,31.920000,30.980000,31.900000,31.900000,47667900
+2019-08-23,31.299999,31.830000,29.400000,29.540001,29.540001,83681100
+2019-08-26,30.340000,30.719999,29.940001,30.280001,30.280001,50612500
+2019-08-27,30.600000,30.889999,29.600000,30.200001,30.200001,53229200
+2019-08-28,29.920000,31.180000,29.700001,30.780001,30.780001,55835900
+2019-08-29,31.469999,31.830000,31.330000,31.450001,31.450001,44422800
+2019-08-30,31.600000,31.870001,31.129999,31.450001,31.450001,40307000
+2019-09-03,30.830000,31.139999,30.680000,30.900000,30.900000,38029300
+2019-09-04,31.320000,31.830000,30.850000,30.950001,30.950001,46614600
+2019-09-05,31.790001,32.049999,31.120001,31.500000,31.500000,57861200
+2019-09-06,31.500000,31.510000,30.480000,30.559999,30.559999,51673000
+2019-09-09,30.930000,31.180000,30.240000,30.500000,30.500000,54413200
+2019-09-10,30.219999,30.379999,29.770000,30.230000,30.230000,48604800
+2019-09-11,30.379999,30.430000,29.510000,29.760000,29.760000,50631700
+2019-09-12,30.080000,30.840000,29.950001,30.209999,30.209999,53618300
+2019-09-13,30.270000,30.850000,29.950001,30.690001,30.690001,47758800
+2019-09-16,30.370001,31.150000,30.260000,30.830000,30.830000,52248500
+2019-09-17,31.070000,31.320000,30.740000,30.990000,30.990000,35011700
+2019-09-18,30.750000,30.889999,29.879999,30.420000,30.420000,47027500
+2019-09-19,30.570000,30.959999,30.139999,30.290001,30.290001,41603000
+2019-09-20,30.360001,30.469999,29.650000,30.049999,30.049999,79957400
+2019-09-23,30.120001,30.799999,30.070000,30.639999,30.639999,44366800
+2019-09-24,30.540001,30.750000,29.290001,29.520000,29.520000,72963000
+2019-09-25,29.480000,29.650000,28.549999,29.540001,29.540001,58234800
+2019-09-26,29.670000,29.770000,29.000000,29.469999,29.469999,40745400
+2019-09-27,29.170000,29.770000,28.350000,28.719999,28.719999,54091100
+2019-09-30,28.889999,29.049999,28.360001,28.990000,28.990000,37295600
+2019-10-01,29.049999,29.540001,28.639999,28.760000,28.760000,37081800
+2019-10-02,28.500000,28.850000,28.030001,28.309999,28.309999,43640700
+2019-10-03,28.280001,28.780001,27.430000,28.680000,28.680000,56325200
+2019-10-04,28.830000,29.059999,28.280001,29.010000,29.010000,34446700
+2019-10-07,28.900000,29.629999,28.840000,28.930000,28.930000,39337200
+2019-10-08,28.549999,28.639999,27.920000,28.230000,28.230000,44265700
+2019-10-09,28.799999,28.950001,28.350000,28.459999,28.459999,35661500
+2019-10-10,28.520000,28.889999,28.000000,28.379999,28.379999,40660100
+2019-10-11,28.830000,30.200001,28.809999,29.750000,29.750000,66256900
+2019-10-14,29.709999,30.610001,29.379999,30.530001,30.530001,44473700
+2019-10-15,30.700001,30.920000,30.170000,30.719999,30.719999,41600700
+2019-10-16,30.600000,31.410000,30.530001,30.809999,30.809999,42804400
+2019-10-17,31.299999,31.400000,30.860001,31.139999,31.139999,36884400
+2019-10-18,31.059999,31.330000,30.290001,30.969999,30.969999,39681700
+2019-10-21,31.500000,32.259998,31.410000,32.029999,32.029999,52182800
+2019-10-22,32.060001,32.150002,31.500000,31.510000,31.510000,36185200
+2019-10-23,31.090000,31.650000,30.830000,31.360001,31.360001,26582200
+2019-10-24,31.580000,31.860001,31.340000,31.719999,31.719999,27808000
+2019-10-25,31.900000,32.860001,31.830000,32.709999,32.709999,45368800
+2019-10-28,33.160000,33.910000,33.150002,33.689999,33.689999,51223600
+2019-10-29,33.730000,33.900002,32.700001,33.029999,33.029999,78700100
+2019-10-30,32.930000,33.340000,32.029999,33.130001,33.130001,78228800
+2019-10-31,32.980000,34.340000,32.820000,33.930000,33.930000,67881600
+2019-11-01,34.369999,35.000000,34.099998,34.889999,34.889999,64238600
+2019-11-04,35.189999,36.450001,34.759998,36.290001,36.290001,83343800
+2019-11-05,36.560001,37.180000,35.980000,36.150002,36.150002,84848600
+2019-11-06,36.060001,36.480000,35.520000,35.930000,35.930000,51675100
+2019-11-07,36.520000,36.990002,36.029999,36.279999,36.279999,54350200
+2019-11-08,36.060001,36.580002,36.000000,36.290001,36.290001,39353900
+2019-11-11,35.959999,36.660000,35.580002,36.310001,36.310001,43511100
+2019-11-12,36.430000,37.130001,36.400002,36.709999,36.709999,58664500
+2019-11-13,36.650002,37.959999,36.580002,37.520000,37.520000,67648300
+2019-11-14,37.509998,38.500000,37.360001,38.349998,38.349998,65829500
+2019-11-15,38.939999,39.369999,38.340000,38.560001,38.560001,62958500
+2019-11-18,38.650002,39.990002,38.599998,39.880001,39.880001,66102800
+2019-11-19,40.139999,41.790001,39.689999,41.290001,41.290001,94373000
+2019-11-20,40.959999,41.750000,40.070000,40.980000,40.980000,79767900
+2019-11-21,40.419998,40.709999,38.639999,39.520000,39.520000,88069400
+2019-11-22,39.360001,39.889999,38.189999,39.150002,39.150002,56931900
+2019-11-25,39.500000,40.169998,39.490002,39.790001,39.790001,45769500
+2019-11-26,39.299999,39.480000,38.810001,38.990002,38.990002,43603300
+2019-11-27,39.459999,39.759998,39.070000,39.410000,39.410000,33630100
+2019-11-29,39.099998,39.520000,39.020000,39.150002,39.150002,17609900
+2019-12-02,39.320000,39.410000,38.439999,38.730000,38.730000,35710200
+2019-12-03,37.340000,38.930000,37.150002,38.900002,38.900002,51556400
+2019-12-04,39.380001,39.820000,39.130001,39.689999,39.689999,44299400
+2019-12-05,39.950001,40.220001,39.549999,39.619999,39.619999,35574000
+2019-12-06,40.099998,40.189999,39.560001,39.630001,39.630001,31101400
+2019-12-09,39.459999,39.840000,38.910000,38.930000,38.930000,27928100
+2019-12-10,39.200001,39.730000,38.820000,39.439999,39.439999,33733600
+2019-12-11,39.439999,39.610001,39.040001,39.470001,39.470001,31698300
+2019-12-12,39.400002,42.619999,39.250000,42.590000,42.590000,86878000
+2019-12-13,42.349998,42.950001,41.060001,41.150002,41.150002,79927800
+2019-12-16,41.730000,42.980000,41.730000,42.349998,42.349998,58824900
+2019-12-17,42.509998,43.110001,42.150002,42.770000,42.770000,44852000
+2019-12-18,42.790001,43.060001,42.240002,42.299999,42.299999,39083300
+2019-12-19,42.630001,43.340000,42.599998,42.830002,42.830002,45883000
+2019-12-20,43.439999,44.259998,43.259998,44.150002,44.150002,68104700
+2019-12-23,44.580002,45.630001,44.389999,45.459999,45.459999,55886500
+2019-12-24,46.099998,46.610001,45.770000,46.540001,46.540001,44432200
+2019-12-26,46.990002,47.310001,45.660000,46.630001,46.630001,57562800
+2019-12-27,46.849998,46.880001,45.980000,46.180000,46.180000,36581300
+2019-12-30,46.139999,46.169998,44.660000,45.520000,45.520000,41149700
+2019-12-31,45.070000,46.090000,44.919998,45.860001,45.860001,31673200
+2020-01-02,46.860001,49.250000,46.630001,49.099998,49.099998,80331100
+2020-01-03,48.029999,49.389999,47.540001,48.599998,48.599998,73127400
+2020-01-06,48.020000,48.860001,47.860001,48.389999,48.389999,47934900
+2020-01-07,49.349998,49.389999,48.040001,48.250000,48.250000,58061400
+2020-01-08,47.849998,48.299999,47.139999,47.830002,47.830002,53767000
+2020-01-09,48.939999,49.959999,48.389999,48.970001,48.970001,76512800
+2020-01-10,49.259998,49.290001,48.000000,48.169998,48.169998,44133700
+2020-01-13,48.660000,48.860001,48.240002,48.750000,48.750000,34266800
+2020-01-14,48.639999,49.040001,47.910000,48.209999,48.209999,38563200
+2020-01-15,48.230000,49.080002,48.119999,48.549999,48.549999,40199900
+2020-01-16,49.169998,50.310001,48.990002,49.770000,49.770000,58898900
+2020-01-17,50.200001,51.049999,49.900002,50.930000,50.930000,57722500
+2020-01-21,50.959999,51.810001,50.700001,51.049999,51.049999,49095000
+2020-01-22,51.630001,51.880001,51.200001,51.430000,51.430000,40772200
+2020-01-23,51.340000,51.750000,50.740002,51.709999,51.709999,40135400
+2020-01-24,52.279999,52.810001,49.470001,50.349998,50.349998,80004900
+2020-01-27,48.450001,49.790001,47.900002,49.259998,49.259998,48878600
+2020-01-28,50.029999,50.849998,49.480000,50.529999,50.529999,62343800
+2020-01-29,47.840000,48.070000,46.099998,47.509998,47.509998,112349900
+2020-01-30,46.490002,48.810001,46.130001,48.779999,48.779999,70460200
+2020-01-31,48.400002,48.580002,46.790001,47.000000,47.000000,60322400
+2020-02-03,46.400002,48.099998,46.230000,48.020000,48.020000,47077000
+2020-02-04,49.209999,49.750000,48.610001,49.450001,49.450001,46302100
+2020-02-05,50.290001,50.419998,49.310001,49.840000,49.840000,42737100
+2020-02-06,48.799999,49.389999,47.630001,49.320000,49.320000,48670600
+2020-02-07,48.910000,50.669998,48.639999,49.730000,49.730000,53107600
+2020-02-10,49.470001,52.299999,49.349998,52.259998,52.259998,60971700
+2020-02-11,53.220001,54.480000,52.910000,53.799999,53.799999,74719100
+2020-02-12,54.529999,54.849998,53.529999,53.889999,53.889999,45994900
+2020-02-13,53.430000,55.029999,53.340000,54.529999,54.529999,51640000
+2020-02-14,55.189999,55.400002,54.560001,55.310001,55.310001,52365400
+2020-02-18,54.939999,58.130001,54.840000,56.889999,56.889999,70133200
+2020-02-19,57.990002,59.270000,57.509998,58.900002,58.900002,58597300
+2020-02-20,58.439999,59.020000,56.150002,57.270000,57.270000,74203400
+2020-02-21,56.709999,56.799999,52.889999,53.279999,53.279999,88271100
+2020-02-24,48.180000,50.279999,47.490002,49.119999,49.119999,86624100
+2020-02-25,51.139999,51.240002,47.119999,47.570000,47.570000,88699400
+2020-02-26,47.700001,49.290001,47.070000,47.490002,47.490002,86378400
+2020-02-27,45.380001,46.240002,42.209999,44.009998,44.009998,106416200
+2020-02-28,41.360001,46.150002,41.040001,45.480000,45.480000,100667700
+2020-03-02,47.419998,47.680000,44.660000,47.459999,47.459999,102324700
+2020-03-03,49.029999,50.200001,45.669998,46.750000,46.750000,141972300
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80357400
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63164100
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72854800
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40774200
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48679100
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64948300
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44800700
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71699700
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65737300
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88607800
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,56117100
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40446700
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58670500
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57305100
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
\ No newline at end of file
diff --git a/AMD_Dataset/AMD2019-2021.csv b/AMD_Dataset/AMD2019-2021.csv
new file mode 100644
index 0000000..724471a
--- /dev/null
+++ b/AMD_Dataset/AMD2019-2021.csv
@@ -0,0 +1,507 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2019-01-02,18.010000,19.000000,17.980000,18.830000,18.830000,87148700
+2019-01-03,18.420000,18.680000,16.940001,17.049999,17.049999,117277600
+2019-01-04,17.549999,19.070000,17.430000,19.000000,19.000000,111878600
+2019-01-07,19.440001,20.680000,19.000000,20.570000,20.570000,107157000
+2019-01-08,21.190001,21.200001,19.680000,20.750000,20.750000,121271000
+2019-01-09,20.889999,21.440001,20.070000,20.190001,20.190001,163944100
+2019-01-10,19.760000,19.830000,18.900000,19.740000,19.740000,115629400
+2019-01-11,19.469999,20.350000,19.190001,20.270000,20.270000,85110800
+2019-01-14,19.959999,20.620001,19.750000,20.230000,20.230000,71350200
+2019-01-15,20.440001,20.680000,20.260000,20.379999,20.379999,62785800
+2019-01-16,20.400000,20.540001,19.709999,19.730000,19.730000,70849300
+2019-01-17,19.490000,20.510000,19.020000,20.250000,20.250000,85018400
+2019-01-18,20.370001,21.049999,20.020000,20.770000,20.770000,88131000
+2019-01-22,20.480000,20.920000,19.700001,19.760000,19.760000,78513700
+2019-01-23,20.030001,20.480000,19.549999,19.799999,19.799999,77811300
+2019-01-24,20.059999,21.010000,20.040001,20.850000,20.850000,97433400
+2019-01-25,20.990000,22.030001,20.790001,21.930000,21.930000,110239500
+2019-01-28,20.320000,21.010000,20.020000,20.180000,20.180000,135164100
+2019-01-29,20.260000,20.389999,19.049999,19.250000,19.250000,131202500
+2019-01-30,21.490000,23.129999,21.370001,23.090000,23.090000,211421200
+2019-01-31,23.020000,25.139999,22.830000,24.410000,24.410000,182575600
+2019-02-01,24.610001,24.840000,24.070000,24.510000,24.510000,105356200
+2019-02-04,24.430000,24.660000,24.070000,24.129999,24.129999,70843800
+2019-02-05,23.420000,23.860001,22.980000,23.309999,23.309999,122226000
+2019-02-06,23.629999,24.139999,23.219999,23.260000,23.260000,78684300
+2019-02-07,22.990000,23.219999,22.320000,22.670000,22.670000,86723900
+2019-02-08,22.330000,23.280001,22.270000,23.049999,23.049999,78129300
+2019-02-11,23.049999,23.280001,22.660000,22.959999,22.959999,60578700
+2019-02-12,23.430000,23.559999,22.750000,22.820000,22.820000,67595400
+2019-02-13,22.980000,23.240000,22.709999,22.850000,22.850000,57544200
+2019-02-14,22.740000,23.370001,22.590000,23.129999,23.129999,64441200
+2019-02-15,23.580000,24.049999,23.200001,23.680000,23.680000,78644100
+2019-02-19,23.629999,24.410000,23.610001,23.950001,23.950001,57517900
+2019-02-20,24.139999,24.370001,23.900000,23.950001,23.950001,57091600
+2019-02-21,24.040001,24.330000,23.850000,23.920000,23.920000,49608200
+2019-02-22,24.049999,24.360001,23.879999,24.360001,24.360001,52650700
+2019-02-25,25.010000,25.520000,24.680000,24.709999,24.709999,63221000
+2019-02-26,24.650000,24.719999,24.150000,24.209999,24.209999,48470100
+2019-02-27,24.110001,24.230000,23.209999,23.480000,23.480000,62649300
+2019-02-28,23.209999,23.670000,23.110001,23.530001,23.530001,39384900
+2019-03-01,23.969999,24.190001,23.450001,23.680000,23.680000,48084000
+2019-03-04,23.889999,24.129999,23.010000,23.370001,23.370001,48147700
+2019-03-05,23.340000,23.680000,23.010000,23.500000,23.500000,35462600
+2019-03-06,23.469999,23.530001,22.400000,22.410000,22.410000,60479400
+2019-03-07,22.330000,22.410000,21.730000,22.080000,22.080000,52186300
+2019-03-08,21.350000,22.090000,21.040001,22.010000,22.010000,49967700
+2019-03-11,22.150000,23.080000,21.980000,22.959999,22.959999,54420200
+2019-03-12,23.100000,23.799999,22.780001,23.490000,23.490000,56410600
+2019-03-13,23.660000,24.150000,23.350000,23.379999,23.379999,56705800
+2019-03-14,23.370001,23.490000,22.799999,22.820000,22.820000,42818600
+2019-03-15,23.100000,23.650000,23.010000,23.290001,23.290001,46519900
+2019-03-18,23.299999,23.620001,23.040001,23.250000,23.250000,34731800
+2019-03-19,23.600000,26.080000,23.590000,26.000000,26.000000,156052200
+2019-03-20,26.490000,26.879999,25.309999,25.700001,25.700001,151292100
+2019-03-21,25.780001,28.110001,25.709999,27.889999,27.889999,129610300
+2019-03-22,27.540001,27.750000,26.330000,26.370001,26.370001,115323300
+2019-03-25,26.290001,26.990000,25.540001,25.969999,25.969999,78438200
+2019-03-26,26.690001,26.980000,25.459999,25.690001,25.690001,75754100
+2019-03-27,25.700001,25.879999,24.549999,24.889999,24.889999,88585300
+2019-03-28,25.100000,25.559999,24.650000,25.059999,25.059999,64667500
+2019-03-29,25.580000,25.730000,25.250000,25.520000,25.520000,53502800
+2019-04-01,26.420000,26.559999,25.830000,26.360001,26.360001,63000300
+2019-04-02,26.510000,26.799999,26.090000,26.750000,26.750000,53358800
+2019-04-03,28.020000,29.950001,27.879999,29.020000,29.020000,197650500
+2019-04-04,28.879999,29.389999,28.610001,29.090000,29.090000,82191100
+2019-04-05,29.639999,29.690001,28.799999,28.980000,28.980000,65662700
+2019-04-08,28.690001,28.950001,28.180000,28.530001,28.530001,58002500
+2019-04-09,28.240000,28.379999,27.190001,27.240000,27.240000,75539800
+2019-04-10,27.459999,28.120001,27.320000,27.830000,27.830000,64368100
+2019-04-11,27.809999,28.049999,27.459999,27.790001,27.790001,44801200
+2019-04-12,28.209999,28.379999,27.660000,27.850000,27.850000,41048800
+2019-04-15,27.799999,27.840000,26.959999,27.330000,27.330000,40812500
+2019-04-16,27.719999,28.180000,27.490000,27.930000,27.930000,47340100
+2019-04-17,28.209999,28.270000,27.219999,27.490000,27.490000,48240800
+2019-04-18,27.600000,27.879999,27.340000,27.680000,27.680000,39880900
+2019-04-22,27.620001,28.230000,27.389999,28.180000,28.180000,36477300
+2019-04-23,28.180000,28.490000,27.790001,27.969999,27.969999,41777500
+2019-04-24,28.100000,28.850000,27.930000,28.459999,28.459999,51784700
+2019-04-25,28.670000,28.860001,27.360001,27.660000,27.660000,57329700
+2019-04-26,27.660000,27.900000,27.049999,27.879999,27.879999,48827900
+2019-04-29,27.900000,28.139999,27.500000,27.690001,27.690001,44532700
+2019-04-30,27.590000,27.799999,26.940001,27.629999,27.629999,73165900
+2019-05-01,28.950001,29.150000,26.780001,26.809999,26.809999,136066900
+2019-05-02,26.940001,28.639999,26.610001,28.290001,28.290001,100514800
+2019-05-03,28.299999,28.420000,27.660000,28.219999,28.219999,55503100
+2019-05-06,26.719999,27.500000,26.450001,27.420000,27.420000,70344100
+2019-05-07,27.200001,27.350000,26.209999,26.660000,26.660000,75868800
+2019-05-08,26.410000,27.709999,26.270000,27.090000,27.090000,65967500
+2019-05-09,26.700001,27.379999,26.030001,27.209999,27.209999,73150900
+2019-05-10,27.030001,28.100000,26.930000,27.959999,27.959999,82930100
+2019-05-13,26.980000,27.230000,26.100000,26.240000,26.240000,99017900
+2019-05-14,26.530001,27.480000,26.150000,27.320000,27.320000,82980400
+2019-05-15,26.870001,27.790001,26.730000,27.580000,27.580000,55689900
+2019-05-16,27.370001,28.370001,27.270000,28.010000,28.010000,67330100
+2019-05-17,27.690001,28.459999,27.400000,27.500000,27.500000,65385400
+2019-05-20,26.980000,27.240000,26.490000,26.680000,26.680000,69757400
+2019-05-21,27.180000,27.370001,26.930000,27.350000,27.350000,46079200
+2019-05-22,27.120001,27.590000,27.070000,27.410000,27.410000,40035300
+2019-05-23,26.990000,27.100000,26.030001,26.360001,26.360001,67809200
+2019-05-24,26.610001,26.930000,26.400000,26.440001,26.440001,39835800
+2019-05-28,27.270000,29.670000,27.059999,29.049999,29.049999,146949600
+2019-05-29,29.000000,29.320000,27.730000,28.090000,28.090000,99969600
+2019-05-30,28.400000,28.559999,27.600000,28.030001,28.030001,65289100
+2019-05-31,27.570000,28.360001,27.400000,27.410000,27.410000,68667800
+2019-06-03,28.750000,29.620001,27.290001,27.580000,27.580000,147532200
+2019-06-04,28.389999,29.590000,27.910000,29.570000,29.570000,107549500
+2019-06-05,29.930000,29.990000,29.030001,29.500000,29.500000,79481500
+2019-06-06,29.870001,31.980000,29.840000,31.820000,31.820000,131267800
+2019-06-07,31.940001,32.599998,31.570000,32.410000,32.410000,86841100
+2019-06-10,33.529999,34.299999,33.080002,33.230000,33.230000,97668800
+2019-06-11,33.430000,33.490002,31.820000,32.410000,32.410000,82834900
+2019-06-12,32.000000,32.570000,31.920000,32.180000,32.180000,56298700
+2019-06-13,32.389999,32.500000,31.059999,31.389999,31.389999,63556000
+2019-06-14,30.700001,30.959999,30.020000,30.360001,30.360001,70373000
+2019-06-17,30.250000,30.450001,29.180000,29.200001,29.200001,70865700
+2019-06-18,29.760000,30.969999,29.580000,30.450001,30.450001,86444500
+2019-06-19,30.670000,30.790001,30.059999,30.500000,30.500000,63233900
+2019-06-20,31.240000,31.360001,29.840000,30.010000,30.010000,72418200
+2019-06-21,29.650000,30.350000,28.969999,29.100000,29.100000,81861300
+2019-06-24,29.320000,29.400000,28.670000,29.260000,29.260000,55724800
+2019-06-25,29.260000,29.719999,28.799999,28.860001,28.860001,53680900
+2019-06-26,29.980000,30.480000,29.780001,29.920000,29.920000,65064200
+2019-06-27,30.410000,30.959999,30.209999,30.740000,30.740000,55623300
+2019-06-28,31.080000,31.110001,30.330000,30.370001,30.370001,50090900
+2019-07-01,31.790001,32.040001,30.870001,31.200001,31.200001,60275900
+2019-07-02,30.959999,31.260000,30.730000,31.240000,31.240000,37721700
+2019-07-03,31.129999,31.330000,30.740000,31.190001,31.190001,23462000
+2019-07-05,30.879999,31.559999,30.750000,31.500000,31.500000,34011900
+2019-07-08,31.799999,32.150002,31.260000,32.040001,32.040001,49689400
+2019-07-09,31.760000,33.180000,30.100000,33.150002,33.150002,61419800
+2019-07-10,33.560001,34.029999,33.360001,33.790001,33.790001,60388400
+2019-07-11,33.910000,34.000000,32.759998,33.060001,33.060001,63081800
+2019-07-12,32.759998,33.389999,32.590000,33.209999,33.209999,51509700
+2019-07-15,33.340000,34.549999,33.270000,34.389999,34.389999,65565200
+2019-07-16,34.299999,34.860001,33.799999,33.849998,33.849998,66912700
+2019-07-17,34.009998,34.299999,33.490002,33.599998,33.599998,42557900
+2019-07-18,33.029999,33.459999,32.419998,33.000000,33.000000,58473900
+2019-07-19,33.080002,33.349998,32.450001,32.509998,32.509998,44617700
+2019-07-22,32.799999,33.310001,32.740002,32.849998,32.849998,37777300
+2019-07-23,33.169998,33.500000,32.930000,33.490002,33.490002,38532500
+2019-07-24,33.639999,34.360001,33.450001,34.110001,34.110001,41952300
+2019-07-25,34.049999,34.250000,33.619999,33.669998,33.669998,36705600
+2019-07-26,34.230000,34.770000,33.869999,34.020000,34.020000,43502800
+2019-07-29,34.139999,34.180000,32.980000,33.480000,33.480000,45922000
+2019-07-30,33.209999,33.939999,32.939999,33.869999,33.869999,72198900
+2019-07-31,32.080002,32.299999,30.299999,30.450001,30.450001,119190000
+2019-08-01,30.500000,31.480000,29.100000,29.860001,29.860001,80878900
+2019-08-02,29.480000,29.730000,28.940001,29.440001,29.440001,60410900
+2019-08-05,28.260000,28.490000,27.650000,27.990000,27.990000,74333200
+2019-08-06,28.860001,29.049999,28.200001,28.860001,28.860001,60578400
+2019-08-07,28.469999,29.280001,28.370001,29.190001,29.190001,58577500
+2019-08-08,31.530001,34.270000,31.480000,33.919998,33.919998,167278800
+2019-08-09,33.450001,35.549999,33.080002,34.189999,34.189999,132483900
+2019-08-12,34.160000,34.650002,32.080002,32.430000,32.430000,106936000
+2019-08-13,32.360001,33.139999,31.719999,32.110001,32.110001,102009700
+2019-08-14,31.000000,31.049999,29.510000,30.240000,30.240000,127521500
+2019-08-15,30.629999,30.730000,29.209999,29.670000,29.670000,71674400
+2019-08-16,30.309999,31.480000,30.209999,31.180000,31.180000,70469800
+2019-08-19,32.000000,32.189999,31.420000,31.480000,31.480000,67596900
+2019-08-20,30.940001,31.309999,30.450001,30.719999,30.719999,47924000
+2019-08-21,31.049999,31.740000,30.840000,31.700001,31.700001,41441500
+2019-08-22,31.760000,31.920000,30.980000,31.900000,31.900000,47667900
+2019-08-23,31.299999,31.830000,29.400000,29.540001,29.540001,83681100
+2019-08-26,30.340000,30.719999,29.940001,30.280001,30.280001,50612500
+2019-08-27,30.600000,30.889999,29.600000,30.200001,30.200001,53229200
+2019-08-28,29.920000,31.180000,29.700001,30.780001,30.780001,55835900
+2019-08-29,31.469999,31.830000,31.330000,31.450001,31.450001,44422800
+2019-08-30,31.600000,31.870001,31.129999,31.450001,31.450001,40307000
+2019-09-03,30.830000,31.139999,30.680000,30.900000,30.900000,38029300
+2019-09-04,31.320000,31.830000,30.850000,30.950001,30.950001,46614600
+2019-09-05,31.790001,32.049999,31.120001,31.500000,31.500000,57861200
+2019-09-06,31.500000,31.510000,30.480000,30.559999,30.559999,51673000
+2019-09-09,30.930000,31.180000,30.240000,30.500000,30.500000,54413200
+2019-09-10,30.219999,30.379999,29.770000,30.230000,30.230000,48604800
+2019-09-11,30.379999,30.430000,29.510000,29.760000,29.760000,50631700
+2019-09-12,30.080000,30.840000,29.950001,30.209999,30.209999,53618300
+2019-09-13,30.270000,30.850000,29.950001,30.690001,30.690001,47758800
+2019-09-16,30.370001,31.150000,30.260000,30.830000,30.830000,52248500
+2019-09-17,31.070000,31.320000,30.740000,30.990000,30.990000,35011700
+2019-09-18,30.750000,30.889999,29.879999,30.420000,30.420000,47027500
+2019-09-19,30.570000,30.959999,30.139999,30.290001,30.290001,41603000
+2019-09-20,30.360001,30.469999,29.650000,30.049999,30.049999,79957400
+2019-09-23,30.120001,30.799999,30.070000,30.639999,30.639999,44366800
+2019-09-24,30.540001,30.750000,29.290001,29.520000,29.520000,72963000
+2019-09-25,29.480000,29.650000,28.549999,29.540001,29.540001,58234800
+2019-09-26,29.670000,29.770000,29.000000,29.469999,29.469999,40745400
+2019-09-27,29.170000,29.770000,28.350000,28.719999,28.719999,54091100
+2019-09-30,28.889999,29.049999,28.360001,28.990000,28.990000,37295600
+2019-10-01,29.049999,29.540001,28.639999,28.760000,28.760000,37081800
+2019-10-02,28.500000,28.850000,28.030001,28.309999,28.309999,43640700
+2019-10-03,28.280001,28.780001,27.430000,28.680000,28.680000,56325200
+2019-10-04,28.830000,29.059999,28.280001,29.010000,29.010000,34446700
+2019-10-07,28.900000,29.629999,28.840000,28.930000,28.930000,39337200
+2019-10-08,28.549999,28.639999,27.920000,28.230000,28.230000,44265700
+2019-10-09,28.799999,28.950001,28.350000,28.459999,28.459999,35661500
+2019-10-10,28.520000,28.889999,28.000000,28.379999,28.379999,40660100
+2019-10-11,28.830000,30.200001,28.809999,29.750000,29.750000,66256900
+2019-10-14,29.709999,30.610001,29.379999,30.530001,30.530001,44473700
+2019-10-15,30.700001,30.920000,30.170000,30.719999,30.719999,41600700
+2019-10-16,30.600000,31.410000,30.530001,30.809999,30.809999,42804400
+2019-10-17,31.299999,31.400000,30.860001,31.139999,31.139999,36884400
+2019-10-18,31.059999,31.330000,30.290001,30.969999,30.969999,39681700
+2019-10-21,31.500000,32.259998,31.410000,32.029999,32.029999,52182800
+2019-10-22,32.060001,32.150002,31.500000,31.510000,31.510000,36185200
+2019-10-23,31.090000,31.650000,30.830000,31.360001,31.360001,26582200
+2019-10-24,31.580000,31.860001,31.340000,31.719999,31.719999,27808000
+2019-10-25,31.900000,32.860001,31.830000,32.709999,32.709999,45368800
+2019-10-28,33.160000,33.910000,33.150002,33.689999,33.689999,51223600
+2019-10-29,33.730000,33.900002,32.700001,33.029999,33.029999,78700100
+2019-10-30,32.930000,33.340000,32.029999,33.130001,33.130001,78228800
+2019-10-31,32.980000,34.340000,32.820000,33.930000,33.930000,67881600
+2019-11-01,34.369999,35.000000,34.099998,34.889999,34.889999,64238600
+2019-11-04,35.189999,36.450001,34.759998,36.290001,36.290001,83343800
+2019-11-05,36.560001,37.180000,35.980000,36.150002,36.150002,84848600
+2019-11-06,36.060001,36.480000,35.520000,35.930000,35.930000,51675100
+2019-11-07,36.520000,36.990002,36.029999,36.279999,36.279999,54350200
+2019-11-08,36.060001,36.580002,36.000000,36.290001,36.290001,39353900
+2019-11-11,35.959999,36.660000,35.580002,36.310001,36.310001,43511100
+2019-11-12,36.430000,37.130001,36.400002,36.709999,36.709999,58664500
+2019-11-13,36.650002,37.959999,36.580002,37.520000,37.520000,67648300
+2019-11-14,37.509998,38.500000,37.360001,38.349998,38.349998,65829500
+2019-11-15,38.939999,39.369999,38.340000,38.560001,38.560001,62958500
+2019-11-18,38.650002,39.990002,38.599998,39.880001,39.880001,66102800
+2019-11-19,40.139999,41.790001,39.689999,41.290001,41.290001,94373000
+2019-11-20,40.959999,41.750000,40.070000,40.980000,40.980000,79767900
+2019-11-21,40.419998,40.709999,38.639999,39.520000,39.520000,88069400
+2019-11-22,39.360001,39.889999,38.189999,39.150002,39.150002,56931900
+2019-11-25,39.500000,40.169998,39.490002,39.790001,39.790001,45769500
+2019-11-26,39.299999,39.480000,38.810001,38.990002,38.990002,43603300
+2019-11-27,39.459999,39.759998,39.070000,39.410000,39.410000,33630100
+2019-11-29,39.099998,39.520000,39.020000,39.150002,39.150002,17609900
+2019-12-02,39.320000,39.410000,38.439999,38.730000,38.730000,35710200
+2019-12-03,37.340000,38.930000,37.150002,38.900002,38.900002,51556400
+2019-12-04,39.380001,39.820000,39.130001,39.689999,39.689999,44299400
+2019-12-05,39.950001,40.220001,39.549999,39.619999,39.619999,35574000
+2019-12-06,40.099998,40.189999,39.560001,39.630001,39.630001,31101400
+2019-12-09,39.459999,39.840000,38.910000,38.930000,38.930000,27928100
+2019-12-10,39.200001,39.730000,38.820000,39.439999,39.439999,33733600
+2019-12-11,39.439999,39.610001,39.040001,39.470001,39.470001,31698300
+2019-12-12,39.400002,42.619999,39.250000,42.590000,42.590000,86878000
+2019-12-13,42.349998,42.950001,41.060001,41.150002,41.150002,79927800
+2019-12-16,41.730000,42.980000,41.730000,42.349998,42.349998,58824900
+2019-12-17,42.509998,43.110001,42.150002,42.770000,42.770000,44852000
+2019-12-18,42.790001,43.060001,42.240002,42.299999,42.299999,39083300
+2019-12-19,42.630001,43.340000,42.599998,42.830002,42.830002,45883000
+2019-12-20,43.439999,44.259998,43.259998,44.150002,44.150002,68104700
+2019-12-23,44.580002,45.630001,44.389999,45.459999,45.459999,55886500
+2019-12-24,46.099998,46.610001,45.770000,46.540001,46.540001,44432200
+2019-12-26,46.990002,47.310001,45.660000,46.630001,46.630001,57562800
+2019-12-27,46.849998,46.880001,45.980000,46.180000,46.180000,36581300
+2019-12-30,46.139999,46.169998,44.660000,45.520000,45.520000,41149700
+2019-12-31,45.070000,46.090000,44.919998,45.860001,45.860001,31673200
+2020-01-02,46.860001,49.250000,46.630001,49.099998,49.099998,80331100
+2020-01-03,48.029999,49.389999,47.540001,48.599998,48.599998,73127400
+2020-01-06,48.020000,48.860001,47.860001,48.389999,48.389999,47934900
+2020-01-07,49.349998,49.389999,48.040001,48.250000,48.250000,58061400
+2020-01-08,47.849998,48.299999,47.139999,47.830002,47.830002,53767000
+2020-01-09,48.939999,49.959999,48.389999,48.970001,48.970001,76512800
+2020-01-10,49.259998,49.290001,48.000000,48.169998,48.169998,44133700
+2020-01-13,48.660000,48.860001,48.240002,48.750000,48.750000,34266800
+2020-01-14,48.639999,49.040001,47.910000,48.209999,48.209999,38563200
+2020-01-15,48.230000,49.080002,48.119999,48.549999,48.549999,40199900
+2020-01-16,49.169998,50.310001,48.990002,49.770000,49.770000,58898900
+2020-01-17,50.200001,51.049999,49.900002,50.930000,50.930000,57722500
+2020-01-21,50.959999,51.810001,50.700001,51.049999,51.049999,49095000
+2020-01-22,51.630001,51.880001,51.200001,51.430000,51.430000,40772200
+2020-01-23,51.340000,51.750000,50.740002,51.709999,51.709999,40135400
+2020-01-24,52.279999,52.810001,49.470001,50.349998,50.349998,80004900
+2020-01-27,48.450001,49.790001,47.900002,49.259998,49.259998,48878600
+2020-01-28,50.029999,50.849998,49.480000,50.529999,50.529999,62343800
+2020-01-29,47.840000,48.070000,46.099998,47.509998,47.509998,112349900
+2020-01-30,46.490002,48.810001,46.130001,48.779999,48.779999,70460200
+2020-01-31,48.400002,48.580002,46.790001,47.000000,47.000000,60322400
+2020-02-03,46.400002,48.099998,46.230000,48.020000,48.020000,47077000
+2020-02-04,49.209999,49.750000,48.610001,49.450001,49.450001,46302100
+2020-02-05,50.290001,50.419998,49.310001,49.840000,49.840000,42737100
+2020-02-06,48.799999,49.389999,47.630001,49.320000,49.320000,48670600
+2020-02-07,48.910000,50.669998,48.639999,49.730000,49.730000,53107600
+2020-02-10,49.470001,52.299999,49.349998,52.259998,52.259998,60971700
+2020-02-11,53.220001,54.480000,52.910000,53.799999,53.799999,74719100
+2020-02-12,54.529999,54.849998,53.529999,53.889999,53.889999,45994900
+2020-02-13,53.430000,55.029999,53.340000,54.529999,54.529999,51640000
+2020-02-14,55.189999,55.400002,54.560001,55.310001,55.310001,52365400
+2020-02-18,54.939999,58.130001,54.840000,56.889999,56.889999,70133200
+2020-02-19,57.990002,59.270000,57.509998,58.900002,58.900002,58597300
+2020-02-20,58.439999,59.020000,56.150002,57.270000,57.270000,74203400
+2020-02-21,56.709999,56.799999,52.889999,53.279999,53.279999,88271100
+2020-02-24,48.180000,50.279999,47.490002,49.119999,49.119999,86624100
+2020-02-25,51.139999,51.240002,47.119999,47.570000,47.570000,88699400
+2020-02-26,47.700001,49.290001,47.070000,47.490002,47.490002,86378400
+2020-02-27,45.380001,46.240002,42.209999,44.009998,44.009998,106416200
+2020-02-28,41.360001,46.150002,41.040001,45.480000,45.480000,100667700
+2020-03-02,47.419998,47.680000,44.660000,47.459999,47.459999,102324700
+2020-03-03,49.029999,50.200001,45.669998,46.750000,46.750000,141972300
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80357400
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63164100
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72854800
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40774200
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48679100
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64948300
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44800700
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71699700
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65737300
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88607800
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,56117100
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40446700
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58670500
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57305100
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
\ No newline at end of file
diff --git a/AMD_Dataset/AMD2020-2021.csv b/AMD_Dataset/AMD2020-2021.csv
new file mode 100644
index 0000000..78da07e
--- /dev/null
+++ b/AMD_Dataset/AMD2020-2021.csv
@@ -0,0 +1,213 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2020-03-04,48.250000,50.139999,47.209999,50.110001,50.110001,93311800
+2020-03-05,48.680000,49.720001,47.509998,48.110001,48.110001,98302700
+2020-03-06,49.439999,49.540001,46.740002,48.590000,48.590000,124590900
+2020-03-09,43.029999,46.340000,42.509998,43.270000,43.270000,80859800
+2020-03-10,45.410000,45.439999,43.099998,45.380001,45.380001,76228200
+2020-03-11,44.189999,45.970001,43.799999,45.700001,45.700001,101601100
+2020-03-12,42.000000,42.500000,39.000000,39.009998,39.009998,107461500
+2020-03-13,42.200001,43.910000,39.599998,43.900002,43.900002,86689700
+2020-03-16,39.080002,43.369999,38.509998,38.709999,38.709999,84545900
+2020-03-17,40.189999,42.880001,38.299999,41.880001,41.880001,92741900
+2020-03-18,39.540001,41.950001,36.750000,39.119999,39.119999,106949300
+2020-03-19,39.560001,41.700001,37.689999,39.820000,39.820000,88939000
+2020-03-20,41.509998,42.480000,39.580002,39.610001,39.610001,106859500
+2020-03-23,40.619999,42.320000,38.950001,41.639999,41.639999,101704700
+2020-03-24,44.040001,46.810001,43.990002,46.220001,46.220001,106794200
+2020-03-25,46.790001,47.880001,44.430000,44.630001,44.630001,93760400
+2020-03-26,45.779999,47.500000,45.400002,47.500000,47.500000,73680200
+2020-03-27,46.320000,47.980000,45.900002,46.580002,46.580002,74599200
+2020-03-30,47.240002,48.459999,46.660000,47.860001,47.860001,68486600
+2020-03-31,47.930000,48.529999,45.160000,45.480000,45.480000,83483700
+2020-04-01,44.180000,46.849998,43.160000,43.660000,43.660000,92083100
+2020-04-02,43.400002,45.279999,43.099998,44.490002,44.490002,79024100
+2020-04-03,44.299999,44.840000,41.700001,42.590000,42.590000,79335000
+2020-04-06,44.299999,47.580002,44.060001,47.520000,47.520000,82294000
+2020-04-07,48.959999,49.650002,46.680000,47.560001,47.560001,102098700
+2020-04-08,48.070000,49.000000,47.610001,48.790001,48.790001,64930800
+2020-04-09,49.650002,50.250000,47.720001,48.380001,48.380001,80357400
+2020-04-13,48.470001,51.070000,48.230000,50.939999,50.939999,64290100
+2020-04-14,52.240002,55.139999,52.110001,54.930000,54.930000,85306800
+2020-04-15,53.730000,55.570000,53.410000,54.990002,54.990002,83814000
+2020-04-16,55.959999,58.080002,55.630001,56.950001,56.950001,103106500
+2020-04-17,57.349998,57.759998,55.549999,56.599998,56.599998,76908800
+2020-04-20,55.980000,58.630001,55.849998,56.970001,56.970001,72367300
+2020-04-21,56.900002,57.730000,51.410000,52.919998,52.919998,123906400
+2020-04-22,54.910000,56.150002,54.340000,55.919998,55.919998,63164100
+2020-04-23,56.650002,57.290001,55.639999,55.900002,55.900002,69662700
+2020-04-24,55.099998,56.779999,54.419998,56.180000,56.180000,72854800
+2020-04-27,57.439999,58.000000,56.250000,56.490002,56.490002,62568100
+2020-04-28,57.160000,57.349998,55.299999,55.509998,55.509998,80501800
+2020-04-29,54.529999,54.860001,52.740002,53.660000,53.660000,110800900
+2020-04-30,53.430000,54.290001,52.029999,52.389999,52.389999,65543900
+2020-05-01,51.070000,51.950001,49.090000,49.880001,49.880001,69562700
+2020-05-04,49.820000,52.610001,49.730000,52.560001,52.560001,62590600
+2020-05-05,53.430000,53.509998,51.290001,52.189999,52.189999,56560500
+2020-05-06,52.419998,53.310001,51.880001,52.160000,52.160000,48138100
+2020-05-07,52.930000,52.970001,51.619999,51.950001,51.950001,48956600
+2020-05-08,52.150002,53.270000,51.810001,53.189999,53.189999,40774200
+2020-05-11,52.900002,55.889999,52.750000,55.740002,55.740002,68746400
+2020-05-12,56.209999,56.580002,53.750000,53.759998,53.759998,55631100
+2020-05-13,54.040001,55.220001,51.299999,52.180000,52.180000,76824700
+2020-05-14,52.099998,54.540001,51.610001,54.509998,54.509998,73814000
+2020-05-15,53.320000,54.439999,52.860001,54.200001,54.200001,66950900
+2020-05-18,54.980000,55.250000,54.240002,54.590000,54.590000,48679100
+2020-05-19,54.389999,56.730000,54.360001,55.470001,55.470001,60388500
+2020-05-20,56.549999,56.980000,55.630001,56.389999,56.389999,50888200
+2020-05-21,56.680000,56.720001,54.610001,54.650002,54.650002,48496100
+2020-05-22,54.770000,55.369999,53.779999,55.169998,55.169998,43524100
+2020-05-26,56.009998,56.080002,53.020000,53.189999,53.189999,51618900
+2020-05-27,53.270000,53.279999,49.090000,52.740002,52.740002,102414500
+2020-05-28,52.250000,53.540001,51.250000,51.740002,51.740002,53670200
+2020-05-29,52.070000,53.799999,51.849998,53.799999,53.799999,64948300
+2020-06-01,53.310001,54.110001,52.889999,53.630001,53.630001,36864400
+2020-06-02,53.450001,53.570000,52.009998,53.540001,53.540001,42855200
+2020-06-03,53.599998,53.650002,52.330002,52.730000,52.730000,46765300
+2020-06-04,52.590000,53.740002,52.200001,52.630001,52.630001,44869100
+2020-06-05,52.990002,53.570000,52.080002,53.099998,53.099998,53908300
+2020-06-08,53.299999,53.349998,52.259998,52.970001,52.970001,39681700
+2020-06-09,52.950001,56.459999,52.720001,56.389999,56.389999,79919100
+2020-06-10,57.200001,59.000000,57.029999,57.439999,57.439999,78719400
+2020-06-11,55.939999,56.680000,52.799999,52.830002,52.830002,78715400
+2020-06-12,55.009998,55.599998,52.110001,53.500000,53.500000,71189100
+2020-06-15,52.580002,54.730000,52.410000,54.680000,54.680000,56740700
+2020-06-16,55.720001,56.070000,53.590000,54.459999,54.459999,50949700
+2020-06-17,54.790001,55.820000,54.299999,54.549999,54.549999,45146500
+2020-06-18,54.619999,55.119999,53.650002,54.040001,54.040001,40354700
+2020-06-19,54.410000,55.459999,53.820000,54.230000,54.230000,52801500
+2020-06-22,54.669998,55.169998,53.740002,54.759998,54.759998,44704800
+2020-06-23,55.049999,55.369999,53.869999,53.990002,53.990002,48089000
+2020-06-24,53.939999,54.740002,51.919998,52.389999,52.389999,53535500
+2020-06-25,52.560001,52.700001,50.540001,51.930000,51.930000,51129600
+2020-06-26,51.849998,51.950001,49.450001,50.099998,50.099998,65485700
+2020-06-29,50.150002,50.279999,48.419998,50.279999,50.279999,49905800
+2020-06-30,51.160000,52.770000,50.820000,52.610001,52.610001,42275700
+2020-07-01,52.630001,52.869999,51.599998,52.580002,52.580002,32370900
+2020-07-02,53.029999,53.189999,52.049999,52.340000,52.340000,29081400
+2020-07-06,52.900002,53.520000,52.330002,53.400002,53.400002,36769400
+2020-07-07,53.279999,54.169998,52.860001,52.930000,52.930000,32153100
+2020-07-08,53.009998,53.470001,52.070000,53.430000,53.430000,35608300
+2020-07-09,53.520000,57.580002,53.310001,57.259998,57.259998,87216300
+2020-07-10,57.540001,58.150002,55.509998,55.880001,55.880001,59839700
+2020-07-13,56.680000,58.349998,53.380001,53.590000,53.590000,57741800
+2020-07-14,53.299999,54.860001,52.259998,54.720001,54.720001,54890100
+2020-07-15,54.959999,55.369999,53.590000,55.340000,55.340000,42360300
+2020-07-16,54.680000,55.150002,53.740002,54.919998,54.919998,36887100
+2020-07-17,55.310001,55.810001,54.680000,55.040001,55.040001,34710400
+2020-07-20,55.230000,57.529999,54.830002,57.459999,57.459999,45034300
+2020-07-21,57.810001,58.500000,56.320000,57.000000,57.000000,44800700
+2020-07-22,57.070000,62.000000,56.970001,61.790001,61.790001,135159400
+2020-07-23,61.630001,62.330002,58.630001,59.570000,59.570000,106829100
+2020-07-24,64.180000,69.940002,64.050003,69.400002,69.400002,205314500
+2020-07-27,69.279999,71.629997,67.790001,68.970001,68.970001,107918100
+2020-07-28,68.099998,69.800003,67.019997,67.610001,67.610001,94181400
+2020-07-29,75.500000,77.190002,73.900002,76.089996,76.089996,132969700
+2020-07-30,75.370003,78.959999,75.070000,78.199997,78.199997,80286900
+2020-07-31,78.669998,78.959999,75.360001,77.430000,77.430000,71699700
+2020-08-03,78.190002,78.500000,77.059998,77.669998,77.669998,42628800
+2020-08-04,78.029999,85.809998,77.989998,85.040001,85.040001,155676100
+2020-08-05,84.959999,86.320000,83.320000,85.309998,85.309998,65737300
+2020-08-06,85.489998,86.980003,84.779999,86.709999,86.709999,53961700
+2020-08-07,86.669998,87.290001,82.669998,84.849998,84.849998,66543200
+2020-08-10,85.050003,85.160004,79.320000,82.239998,82.239998,70536100
+2020-08-11,80.709999,80.709999,76.099998,76.879997,76.879997,77877700
+2020-08-12,78.430000,82.879997,77.550003,82.610001,82.610001,88607800
+2020-08-13,82.879997,84.019997,81.540001,81.839996,81.839996,57407400
+2020-08-14,81.809998,83.239998,80.879997,81.300003,81.300003,42389500
+2020-08-17,82.089996,83.059998,81.550003,82.419998,82.419998,31450200
+2020-08-18,82.800003,82.879997,81.029999,81.660004,81.660004,30970500
+2020-08-19,81.779999,81.849998,80.449997,81.089996,81.089996,37507400
+2020-08-20,79.739998,82.839996,79.120003,82.769997,82.769997,42948900
+2020-08-21,83.290001,84.410004,82.230003,83.809998,83.809998,48280300
+2020-08-24,84.550003,85.330002,82.550003,83.080002,83.080002,38036100
+2020-08-25,83.360001,86.620003,82.349998,86.349998,86.349998,49234400
+2020-08-26,86.970001,87.720001,85.199997,86.019997,86.019997,47157300
+2020-08-27,86.349998,86.580002,82.940002,83.800003,83.800003,42194200
+2020-08-28,84.300003,86.040001,84.190002,85.550003,85.550003,40723300
+2020-08-31,85.050003,92.639999,85.050003,90.820000,90.820000,90655900
+2020-09-01,91.919998,92.510002,90.190002,92.180000,92.180000,56117100
+2020-09-02,94.010002,94.279999,88.739998,90.220001,90.220001,50366900
+2020-09-03,87.839996,88.470001,81.589996,82.540001,82.540001,87462700
+2020-09-04,81.449997,84.389999,76.330002,82.010002,82.010002,82267800
+2020-09-08,78.050003,81.879997,78.000000,78.690002,78.690002,54955700
+2020-09-09,81.400002,82.440002,79.279999,81.910004,81.910004,54163900
+2020-09-10,83.070000,83.309998,78.379997,78.980003,78.980003,51499400
+2020-09-11,79.820000,79.989998,75.040001,76.339996,76.339996,54763000
+2020-09-14,76.800003,78.820000,76.260002,77.900002,77.900002,47448700
+2020-09-15,77.660004,80.330002,75.970001,78.930000,78.930000,57874400
+2020-09-16,79.349998,79.720001,76.540001,76.660004,76.660004,38393500
+2020-09-17,74.879997,76.629997,74.199997,76.550003,76.550003,55619100
+2020-09-18,77.000000,77.400002,73.849998,74.930000,74.930000,51082900
+2020-09-21,74.230003,77.980003,73.879997,77.940002,77.940002,61312000
+2020-09-22,78.360001,78.790001,75.269997,77.699997,77.699997,56044700
+2020-09-23,77.389999,77.910004,74.339996,74.730003,74.730003,42327500
+2020-09-24,74.540001,77.250000,73.900002,75.820000,75.820000,57540900
+2020-09-25,76.349998,78.199997,74.669998,78.059998,78.059998,48206200
+2020-09-28,79.120003,79.570000,77.519997,79.480003,79.480003,48005500
+2020-09-29,79.300003,82.550003,79.300003,81.769997,81.769997,61568900
+2020-09-30,81.750000,82.940002,80.660004,81.989998,81.989998,51533700
+2020-10-01,83.059998,85.250000,82.860001,84.860001,84.860001,52177100
+2020-10-02,82.580002,84.650002,81.660004,81.800003,81.800003,52855100
+2020-10-05,82.550003,86.279999,82.550003,86.150002,86.150002,47056500
+2020-10-06,86.209999,87.250000,83.540001,84.480003,84.480003,52725400
+2020-10-07,86.099998,87.790001,85.650002,86.690002,86.690002,43045700
+2020-10-08,88.110001,88.720001,85.949997,86.510002,86.510002,54240700
+2020-10-09,84.739998,85.750000,82.349998,83.099998,83.099998,80354400
+2020-10-12,83.650002,85.129997,83.120003,84.290001,84.290001,47669700
+2020-10-13,84.860001,86.089996,83.970001,85.279999,85.279999,42764100
+2020-10-14,85.860001,85.959999,83.459999,84.209999,84.209999,40446700
+2020-10-15,83.400002,84.720001,82.419998,83.129997,83.129997,33696400
+2020-10-16,83.540001,83.989998,82.410004,83.169998,83.169998,31474300
+2020-10-19,83.620003,84.650002,81.529999,82.000000,82.000000,36689100
+2020-10-20,82.160004,82.690002,80.580002,81.559998,81.559998,38219400
+2020-10-21,81.720001,81.930000,79.190002,79.199997,79.199997,36426400
+2020-10-22,79.650002,80.820000,78.419998,79.419998,79.419998,38006800
+2020-10-23,80.930000,81.989998,79.330002,81.959999,81.959999,46557700
+2020-10-26,82.550003,84.970001,80.860001,82.230003,82.230003,69423700
+2020-10-27,82.000000,82.370003,77.570000,78.879997,78.879997,156669500
+2020-10-28,78.730003,78.959999,75.760002,76.400002,76.400002,76529900
+2020-10-29,76.750000,79.180000,76.290001,78.019997,78.019997,52784100
+2020-10-30,77.089996,77.699997,74.230003,75.290001,75.290001,51349000
+2020-11-02,75.849998,76.339996,73.760002,74.699997,74.699997,45760700
+2020-11-03,74.930000,77.080002,74.599998,76.580002,76.580002,41231800
+2020-11-04,80.250000,81.849998,78.970001,81.349998,81.349998,66579700
+2020-11-05,83.269997,83.500000,81.849998,83.000000,83.000000,46542300
+2020-11-06,83.519997,86.089996,82.669998,85.879997,85.879997,53829900
+2020-11-09,84.239998,87.050003,82.769997,83.120003,83.120003,58580700
+2020-11-10,81.930000,82.129997,77.629997,77.989998,77.989998,67137200
+2020-11-11,79.389999,81.470001,78.970001,81.279999,81.279999,44611300
+2020-11-12,81.320000,83.000000,80.300003,81.839996,81.839996,37242600
+2020-11-13,82.730003,83.110001,80.699997,81.430000,81.430000,30423200
+2020-11-16,81.209999,83.779999,80.480003,83.730003,83.730003,38640800
+2020-11-17,83.930000,84.809998,82.910004,83.360001,83.360001,29473500
+2020-11-18,83.010002,83.959999,82.220001,82.540001,82.540001,29968000
+2020-11-19,82.389999,85.639999,81.720001,85.540001,85.540001,50116800
+2020-11-20,85.279999,86.099998,84.470001,84.639999,84.639999,35008400
+2020-11-23,85.519997,87.540001,84.620003,85.309998,85.309998,46505000
+2020-11-24,85.720001,86.110001,83.320000,85.070000,85.070000,36839200
+2020-11-25,85.760002,87.839996,85.519997,86.709999,86.709999,41349700
+2020-11-27,87.989998,88.000000,86.360001,87.190002,87.190002,22717600
+2020-11-30,87.330002,92.739998,86.529999,92.660004,92.660004,84483000
+2020-12-01,92.250000,93.900002,90.779999,92.629997,92.629997,58670500
+2020-12-02,92.889999,96.370003,92.529999,93.739998,93.739998,57988800
+2020-12-03,94.059998,94.699997,92.010002,92.309998,92.309998,35859700
+2020-12-04,92.580002,94.580002,90.629997,94.040001,94.040001,45570300
+2020-12-07,94.949997,95.000000,92.970001,94.070000,94.070000,39815700
+2020-12-08,94.050003,94.739998,91.900002,92.919998,92.919998,33907500
+2020-12-09,92.760002,94.699997,89.160004,89.830002,89.830002,52170400
+2020-12-10,89.550003,92.089996,89.029999,91.660004,91.660004,33804400
+2020-12-11,91.540001,92.330002,90.160004,91.650002,91.650002,28368100
+2020-12-14,92.209999,95.410004,91.849998,94.779999,94.779999,48026400
+2020-12-15,95.930000,97.980003,95.449997,97.120003,97.120003,57305100
+2020-12-16,97.040001,97.269997,95.459999,96.849998,96.849998,34909000
+2020-12-17,97.550003,97.919998,96.250000,96.839996,96.839996,32023700
+2020-12-18,97.269997,97.680000,93.559998,95.919998,95.919998,51823100
+2020-12-21,94.250000,95.279999,91.080002,93.230003,93.230003,47093900
+2020-12-22,93.360001,93.550003,90.529999,93.160004,93.160004,35673700
+2020-12-23,93.080002,93.129997,91.459999,91.550003,91.550003,25993300
+2020-12-24,91.800003,92.510002,91.309998,91.809998,91.809998,16705900
+2020-12-28,92.930000,93.139999,90.820000,91.599998,91.599998,30627300
+2020-12-29,91.660004,92.459999,89.430000,90.620003,90.620003,31748200
+2020-12-30,90.779999,92.849998,90.190002,92.290001,92.290001,25845000
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
\ No newline at end of file
diff --git a/AMD_Dataset/AMD_ANS.csv b/AMD_Dataset/AMD_ANS.csv
new file mode 100644
index 0000000..362bb7e
--- /dev/null
+++ b/AMD_Dataset/AMD_ANS.csv
@@ -0,0 +1,7 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2020-12-31,92.099998,92.300003,90.870003,91.709999,91.709999,24930700
+2021-01-04,92.110001,96.059998,90.919998,92.300003,92.300003,51802600
+2021-01-05,92.099998,93.209999,91.410004,92.769997,92.769997,34208000
+2021-01-06,91.620003,92.279999,89.459999,90.330002,90.330002,51911700
+2021-01-07,91.330002,95.510002,91.199997,95.160004,95.160004,42897200
+2021-01-08,95.980003,96.400002,93.269997,94.580002,94.580002,39816400
\ No newline at end of file
diff --git a/AMD_Dataset/AMD_Real_Result.csv b/AMD_Dataset/AMD_Real_Result.csv
new file mode 100644
index 0000000..63091dd
--- /dev/null
+++ b/AMD_Dataset/AMD_Real_Result.csv
@@ -0,0 +1,6 @@
+Close
+92.300003
+92.769997
+90.330002
+95.160004
+94.580002
\ No newline at end of file
diff --git a/GRU_Model_Stock_Prediction.ipynb b/GRU_Model_Stock_Prediction.ipynb
new file mode 100644
index 0000000..cdcbec6
--- /dev/null
+++ b/GRU_Model_Stock_Prediction.ipynb
@@ -0,0 +1,758 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 122,
+ "id": "aboriginal-vitamin",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import modules and packages\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import datetime as dt\n",
+ "from datetime import datetime\n",
+ "\n",
+ "from keras.callbacks import EarlyStopping, ReduceLROnPlateau, ModelCheckpoint, TensorBoard\n",
+ "\n",
+ "%matplotlib inline"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 123,
+ "id": "constant-wallpaper",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Training set shape == (2770, 7)\n",
+ "All timestamps == 2770\n",
+ "Featured selected: ['Open', 'High', 'Low', 'Close', 'Adj Close']\n"
+ ]
+ }
+ ],
+ "source": [
+ "dataset_train = pd.read_csv('INTC_Dataset/INTC2010-2021.csv')\n",
+ "\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "# Select features (columns) to be involved intro training and predictions\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "\n",
+ "# Extract dates (will be used in visualization)\n",
+ "datelist_train = list(dataset_train['Date'])\n",
+ "datelist_train = [dt.datetime.strptime(date, '%Y-%m-%d').date() for date in datelist_train]\n",
+ "\n",
+ "print('Training set shape == {}'.format(dataset_train.shape))\n",
+ "print('All timestamps == {}'.format(len(datelist_train)))\n",
+ "print('Featured selected: {}'.format(cols))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 124,
+ "id": "nonprofit-japan",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape of training set == (2770, 5).\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "array([[20.790001, 21.030001, 20.73 , 20.879999, 14.86447 ],\n",
+ " [20.940001, 20.99 , 20.6 , 20.870001, 14.857353],\n",
+ " [20.809999, 20.93 , 20.67 , 20.799999, 14.807525],\n",
+ " ...,\n",
+ " [49.110001, 49.189999, 48.560001, 48.75 , 48.455875],\n",
+ " [48.75 , 50.189999, 48.720001, 49.82 , 49.519421],\n",
+ " [49.889999, 51.389999, 49.400002, 49.669998, 49.370323]])"
+ ]
+ },
+ "execution_count": 124,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dataset_train = dataset_train[cols].astype(str)\n",
+ "for i in cols:\n",
+ " for j in range(0, len(dataset_train)):\n",
+ " dataset_train[i][j] = dataset_train[i][j].replace(',', '')\n",
+ "\n",
+ "dataset_train = dataset_train.astype(float)\n",
+ "\n",
+ "# Using multiple features (predictors)\n",
+ "training_set = dataset_train.values\n",
+ "\n",
+ "print('Shape of training set == {}.'.format(training_set.shape))\n",
+ "training_set"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 125,
+ "id": "through-dublin",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([[-1.12359361],\n",
+ " [-1.11131971],\n",
+ " [-1.12195725],\n",
+ " ...,\n",
+ " [ 1.19371713],\n",
+ " [ 1.16425971],\n",
+ " [ 1.2575412 ]])"
+ ]
+ },
+ "execution_count": 125,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "\n",
+ "# Feature Scaling\n",
+ "from sklearn.preprocessing import StandardScaler\n",
+ "\n",
+ "sc = StandardScaler()\n",
+ "training_set_scaled = sc.fit_transform(training_set)\n",
+ "\n",
+ "sc_predict = StandardScaler()\n",
+ "sc_predict.fit_transform(training_set[:, 0:1])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 126,
+ "id": "mexican-reduction",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "X_train shape == (2676, 90, 4).\n",
+ "y_train shape == (2676, 1).\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Creating a data structure with 90 timestamps and 1 output\n",
+ "X_train = []\n",
+ "y_train = []\n",
+ "\n",
+ "n_future = 5 # Number of days we want top predict into the future\n",
+ "n_past = 90 # Number of past days we want to use to predict the future\n",
+ "\n",
+ "for i in range(n_past, len(training_set_scaled) - n_future +1):\n",
+ " X_train.append(training_set_scaled[i - n_past:i, 0:dataset_train.shape[1] - 1])\n",
+ " y_train.append(training_set_scaled[i + n_future - 1:i + n_future, 0])\n",
+ "\n",
+ "X_train, y_train = np.array(X_train), np.array(y_train)\n",
+ "\n",
+ "print('X_train shape == {}.'.format(X_train.shape))\n",
+ "print('y_train shape == {}.'.format(y_train.shape))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 127,
+ "id": "higher-bidder",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import Libraries and packages from Keras\n",
+ "from keras.models import Sequential\n",
+ "from keras.layers import Dense\n",
+ "from keras.layers import GRU\n",
+ "from keras.layers import Dropout\n",
+ "from keras.optimizers import Adam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 128,
+ "id": "efficient-dimension",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Initializing the Neural Network based on LSTM\n",
+ "model = Sequential()\n",
+ "\n",
+ "# Adding 1st LSTM layer\n",
+ "model.add(GRU(units=50, return_sequences=True, input_shape=(n_past, dataset_train.shape[1]-1)))\n",
+ "\n",
+ "# Adding 2nd LSTM layer\n",
+ "\n",
+ "model.add(GRU(units=50, return_sequences=True))\n",
+ "model.add(GRU(units=50, return_sequences=True))\n",
+ "model.add(GRU(units=50, return_sequences=False))\n",
+ "\n",
+ "\n",
+ "# Adding Dropout\n",
+ "model.add(Dropout(0.25))\n",
+ "\n",
+ "# Output layer\n",
+ "model.add(Dense(units=1, activation='linear'))\n",
+ "\n",
+ "# Compiling the Neural Network\n",
+ "model.compile(optimizer = Adam(learning_rate=0.001), loss='mean_squared_error')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 129,
+ "id": "weird-wales",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Epoch 1/50\n",
+ "2/9 [=====>........................] - ETA: 4s - loss: 0.9254WARNING:tensorflow:Callbacks method `on_train_batch_end` is slow compared to the batch time (batch time: 0.2883s vs `on_train_batch_end` time: 0.9115s). Check your callbacks.\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.3521\n",
+ "Epoch 00001: val_loss improved from inf to 0.11900, saving model to weights.h5\n",
+ "9/9 [==============================] - 4s 464ms/step - loss: 0.3521 - val_loss: 0.1190\n",
+ "Epoch 2/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0558\n",
+ "Epoch 00002: val_loss did not improve from 0.11900\n",
+ "9/9 [==============================] - 2s 253ms/step - loss: 0.0558 - val_loss: 0.2175\n",
+ "Epoch 3/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0355\n",
+ "Epoch 00003: val_loss improved from 0.11900 to 0.09704, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 241ms/step - loss: 0.0355 - val_loss: 0.0970\n",
+ "Epoch 4/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0282\n",
+ "Epoch 00004: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 247ms/step - loss: 0.0282 - val_loss: 0.1574\n",
+ "Epoch 5/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0232\n",
+ "Epoch 00005: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 245ms/step - loss: 0.0232 - val_loss: 0.1192\n",
+ "Epoch 6/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0204\n",
+ "Epoch 00006: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 248ms/step - loss: 0.0204 - val_loss: 0.1157\n",
+ "Epoch 7/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0194\n",
+ "Epoch 00007: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 255ms/step - loss: 0.0194 - val_loss: 0.1083\n",
+ "Epoch 8/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0184\n",
+ "Epoch 00008: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 249ms/step - loss: 0.0184 - val_loss: 0.1100\n",
+ "Epoch 9/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0183\n",
+ "Epoch 00009: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 247ms/step - loss: 0.0183 - val_loss: 0.1066\n",
+ "Epoch 10/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0171\n",
+ "Epoch 00010: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 249ms/step - loss: 0.0171 - val_loss: 0.0975\n",
+ "Epoch 11/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0174\n",
+ "Epoch 00011: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 254ms/step - loss: 0.0174 - val_loss: 0.0973\n",
+ "Epoch 12/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0166\n",
+ "Epoch 00012: val_loss did not improve from 0.09704\n",
+ "9/9 [==============================] - 2s 254ms/step - loss: 0.0166 - val_loss: 0.0992\n",
+ "Epoch 13/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0163\n",
+ "Epoch 00013: val_loss improved from 0.09704 to 0.09236, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 253ms/step - loss: 0.0163 - val_loss: 0.0924\n",
+ "Epoch 14/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0156\n",
+ "Epoch 00014: val_loss improved from 0.09236 to 0.09221, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 256ms/step - loss: 0.0156 - val_loss: 0.0922\n",
+ "Epoch 15/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0156\n",
+ "Epoch 00015: val_loss improved from 0.09221 to 0.08984, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 251ms/step - loss: 0.0156 - val_loss: 0.0898\n",
+ "Epoch 16/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0153\n",
+ "Epoch 00016: val_loss did not improve from 0.08984\n",
+ "9/9 [==============================] - 2s 249ms/step - loss: 0.0153 - val_loss: 0.0967\n",
+ "Epoch 17/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0157\n",
+ "Epoch 00017: val_loss improved from 0.08984 to 0.08705, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 260ms/step - loss: 0.0157 - val_loss: 0.0870\n",
+ "Epoch 18/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0152\n",
+ "Epoch 00018: val_loss improved from 0.08705 to 0.07991, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 252ms/step - loss: 0.0152 - val_loss: 0.0799\n",
+ "Epoch 19/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0145\n",
+ "Epoch 00019: val_loss did not improve from 0.07991\n",
+ "9/9 [==============================] - 2s 248ms/step - loss: 0.0145 - val_loss: 0.0879\n",
+ "Epoch 20/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0146\n",
+ "Epoch 00020: val_loss did not improve from 0.07991\n",
+ "9/9 [==============================] - 2s 250ms/step - loss: 0.0146 - val_loss: 0.0852\n",
+ "Epoch 21/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0148\n",
+ "Epoch 00021: val_loss improved from 0.07991 to 0.07936, saving model to weights.h5\n",
+ "9/9 [==============================] - 2s 262ms/step - loss: 0.0148 - val_loss: 0.0794\n",
+ "Epoch 22/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0143\n",
+ "Epoch 00022: val_loss did not improve from 0.07936\n",
+ "9/9 [==============================] - 3s 304ms/step - loss: 0.0143 - val_loss: 0.0824\n",
+ "Epoch 23/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0145\n",
+ "Epoch 00023: val_loss improved from 0.07936 to 0.07038, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 327ms/step - loss: 0.0145 - val_loss: 0.0704\n",
+ "Epoch 24/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0139\n",
+ "Epoch 00024: val_loss did not improve from 0.07038\n",
+ "9/9 [==============================] - 3s 356ms/step - loss: 0.0139 - val_loss: 0.0764\n",
+ "Epoch 25/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0143\n",
+ "Epoch 00025: val_loss improved from 0.07038 to 0.06679, saving model to weights.h5\n",
+ "9/9 [==============================] - 4s 396ms/step - loss: 0.0143 - val_loss: 0.0668\n",
+ "Epoch 26/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0138\n",
+ "Epoch 00026: val_loss did not improve from 0.06679\n",
+ "9/9 [==============================] - 4s 397ms/step - loss: 0.0138 - val_loss: 0.0773\n",
+ "Epoch 27/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0141\n",
+ "Epoch 00027: val_loss did not improve from 0.06679\n",
+ "9/9 [==============================] - 4s 424ms/step - loss: 0.0141 - val_loss: 0.0696\n",
+ "Epoch 28/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0134\n",
+ "Epoch 00028: val_loss did not improve from 0.06679\n",
+ "9/9 [==============================] - 4s 460ms/step - loss: 0.0134 - val_loss: 0.0818\n",
+ "Epoch 29/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0142\n",
+ "Epoch 00029: val_loss did not improve from 0.06679\n",
+ "9/9 [==============================] - 4s 464ms/step - loss: 0.0142 - val_loss: 0.0783\n",
+ "Epoch 30/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0139\n",
+ "Epoch 00030: val_loss did not improve from 0.06679\n",
+ "9/9 [==============================] - 5s 502ms/step - loss: 0.0139 - val_loss: 0.0773\n",
+ "Epoch 31/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0142\n",
+ "Epoch 00031: val_loss improved from 0.06679 to 0.06675, saving model to weights.h5\n",
+ "9/9 [==============================] - 5s 504ms/step - loss: 0.0142 - val_loss: 0.0667\n",
+ "Epoch 32/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0135\n",
+ "Epoch 00032: val_loss did not improve from 0.06675\n",
+ "9/9 [==============================] - 4s 470ms/step - loss: 0.0135 - val_loss: 0.0722\n",
+ "Epoch 33/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0136\n",
+ "Epoch 00033: val_loss did not improve from 0.06675\n",
+ "9/9 [==============================] - 4s 438ms/step - loss: 0.0136 - val_loss: 0.0754\n",
+ "Epoch 34/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0124\n",
+ "Epoch 00034: val_loss did not improve from 0.06675\n",
+ "9/9 [==============================] - 4s 400ms/step - loss: 0.0124 - val_loss: 0.0719\n",
+ "Epoch 35/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0134\n",
+ "Epoch 00035: ReduceLROnPlateau reducing learning rate to 0.0005000000237487257.\n",
+ "\n",
+ "Epoch 00035: val_loss did not improve from 0.06675\n",
+ "9/9 [==============================] - 3s 378ms/step - loss: 0.0134 - val_loss: 0.0677\n",
+ "Epoch 36/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0133\n",
+ "Epoch 00036: val_loss improved from 0.06675 to 0.06231, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 362ms/step - loss: 0.0133 - val_loss: 0.0623\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Epoch 37/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0129\n",
+ "Epoch 00037: val_loss did not improve from 0.06231\n",
+ "9/9 [==============================] - 3s 341ms/step - loss: 0.0129 - val_loss: 0.0635\n",
+ "Epoch 38/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0123\n",
+ "Epoch 00038: val_loss did not improve from 0.06231\n",
+ "9/9 [==============================] - 3s 327ms/step - loss: 0.0123 - val_loss: 0.0641\n",
+ "Epoch 39/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0129\n",
+ "Epoch 00039: val_loss did not improve from 0.06231\n",
+ "9/9 [==============================] - 3s 323ms/step - loss: 0.0129 - val_loss: 0.0629\n",
+ "Epoch 40/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0126\n",
+ "Epoch 00040: val_loss did not improve from 0.06231\n",
+ "9/9 [==============================] - 3s 327ms/step - loss: 0.0126 - val_loss: 0.0645\n",
+ "Epoch 41/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0123\n",
+ "Epoch 00041: val_loss did not improve from 0.06231\n",
+ "9/9 [==============================] - 3s 314ms/step - loss: 0.0123 - val_loss: 0.0643\n",
+ "Epoch 42/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0128\n",
+ "Epoch 00042: val_loss improved from 0.06231 to 0.06172, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 318ms/step - loss: 0.0128 - val_loss: 0.0617\n",
+ "Epoch 43/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0130\n",
+ "Epoch 00043: val_loss improved from 0.06172 to 0.05989, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 324ms/step - loss: 0.0130 - val_loss: 0.0599\n",
+ "Epoch 44/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0123\n",
+ "Epoch 00044: val_loss improved from 0.05989 to 0.05949, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 334ms/step - loss: 0.0123 - val_loss: 0.0595\n",
+ "Epoch 45/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0129\n",
+ "Epoch 00045: val_loss did not improve from 0.05949\n",
+ "9/9 [==============================] - 3s 328ms/step - loss: 0.0129 - val_loss: 0.0684\n",
+ "Epoch 46/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0124\n",
+ "Epoch 00046: val_loss did not improve from 0.05949\n",
+ "9/9 [==============================] - 3s 345ms/step - loss: 0.0124 - val_loss: 0.0606\n",
+ "Epoch 47/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0119\n",
+ "Epoch 00047: val_loss improved from 0.05949 to 0.05940, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 362ms/step - loss: 0.0119 - val_loss: 0.0594\n",
+ "Epoch 48/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0124\n",
+ "Epoch 00048: val_loss did not improve from 0.05940\n",
+ "9/9 [==============================] - 3s 380ms/step - loss: 0.0124 - val_loss: 0.0612\n",
+ "Epoch 49/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0120\n",
+ "Epoch 00049: val_loss improved from 0.05940 to 0.05605, saving model to weights.h5\n",
+ "9/9 [==============================] - 4s 475ms/step - loss: 0.0120 - val_loss: 0.0560\n",
+ "Epoch 50/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0124\n",
+ "Epoch 00050: val_loss did not improve from 0.05605\n",
+ "9/9 [==============================] - 4s 410ms/step - loss: 0.0124 - val_loss: 0.0631\n",
+ "CPU times: user 6min 51s, sys: 4min 31s, total: 11min 23s\n",
+ "Wall time: 2min 52s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "es = EarlyStopping(monitor='val_loss', min_delta=1e-10, patience=10, verbose=1)\n",
+ "rlr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=10, verbose=1)\n",
+ "mcp = ModelCheckpoint(filepath='weights.h5', monitor='val_loss', verbose=1, save_best_only=True, save_weights_only=True)\n",
+ "\n",
+ "tb = TensorBoard('logs')\n",
+ "\n",
+ "history = model.fit(X_train, y_train, shuffle=True, epochs=50, callbacks=[es, rlr, mcp, tb], validation_split=0.2, verbose=1, batch_size=256)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 130,
+ "id": "continuous-customer",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Generate list of sequence of days for predictions\n",
+ "datelist_future = pd.date_range(datelist_train[-1], periods=n_future, freq='1d').tolist()\n",
+ "\n",
+ "'''\n",
+ "Remeber, we have datelist_train from begining.\n",
+ "'''\n",
+ "\n",
+ "# Convert Pandas Timestamp to Datetime object (for transformation) --> FUTURE\n",
+ "datelist_future_ = []\n",
+ "for this_timestamp in datelist_future:\n",
+ " datelist_future_.append(this_timestamp.date())\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 131,
+ "id": "whole-clock",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Perform predictions\n",
+ "predictions_future = model.predict(X_train[-n_future:])\n",
+ "\n",
+ "predictions_train = model.predict(X_train[n_past:])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 132,
+ "id": "employed-martial",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 2010-09-27 | \n",
+ " 19.283417 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-28 | \n",
+ " 19.370626 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-29 | \n",
+ " 19.442068 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-30 | \n",
+ " 19.477747 | \n",
+ "
\n",
+ " \n",
+ " | 2010-10-01 | \n",
+ " 19.549141 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-28 | \n",
+ " 49.224152 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-29 | \n",
+ " 47.747093 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-30 | \n",
+ " 46.882172 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-31 | \n",
+ " 46.684292 | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-04 | \n",
+ " 46.916763 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
2586 rows × 1 columns
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Set plot size \n",
+ "from pylab import rcParams\n",
+ "rcParams['figure.figsize'] = 14, 5\n",
+ "\n",
+ "# Plot parameters\n",
+ "START_DATE_FOR_PLOTTING = '2021-01-01'\n",
+ "\n",
+ "plt.plot(PREDICTIONS_FUTURE.index, PREDICTIONS_FUTURE['Close'], color='r', label='Predicted Stock Price')\n",
+ "plt.plot(PREDICTION_TRAIN.loc[START_DATE_FOR_PLOTTING:].index, PREDICTION_TRAIN.loc[START_DATE_FOR_PLOTTING:]['Close'], color='orange', label='Training predictions')\n",
+ "plt.plot(dataset_train.loc[START_DATE_FOR_PLOTTING:].index, dataset_train.loc[START_DATE_FOR_PLOTTING:]['Close'], color='b', label='Actual Stock Price')\n",
+ "\n",
+ "plt.axvline(x = min(PREDICTIONS_FUTURE.index), color='green', linewidth=2, linestyle='--')\n",
+ "\n",
+ "plt.grid(which='major', color='#cccccc', alpha=0.5)\n",
+ "\n",
+ "plt.legend(shadow=True)\n",
+ "plt.title('Predcitions and Acutal Stock Prices', family='Arial', fontsize=12)\n",
+ "plt.xlabel('Timeline', family='Arial', fontsize=10)\n",
+ "plt.ylabel('Stock Price Value', family='Arial', fontsize=10)\n",
+ "plt.xticks(rotation=45, fontsize=8)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 121,
+ "id": "acceptable-melbourne",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import csv\n",
+ "\n",
+ "\n",
+ "PREDICTIONS_FUTURE.to_csv('Prediction_GRU_AMD_5Year.csv',index=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "historic-prize",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "still-speed",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "raising-solid",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "lonely-classification",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "steady-tuner",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "substantial-engineer",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "frozen-birmingham",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ " "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/INTC_Dataset/INTC2010-2021.csv b/INTC_Dataset/INTC2010-2021.csv
new file mode 100644
index 0000000..2df411c
--- /dev/null
+++ b/INTC_Dataset/INTC2010-2021.csv
@@ -0,0 +1,2771 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2010-01-04,20.790001,21.030001,20.730000,20.879999,14.864470,47800900
+2010-01-05,20.940001,20.990000,20.600000,20.870001,14.857353,52357700
+2010-01-06,20.809999,20.930000,20.670000,20.799999,14.807525,40037400
+2010-01-07,20.730000,20.760000,20.340000,20.600000,14.665145,54041500
+2010-01-08,20.540001,20.889999,20.400000,20.830000,14.828878,48234700
+2010-01-11,21.110001,21.150000,20.820000,20.950001,14.914309,51086400
+2010-01-12,20.870001,20.900000,20.379999,20.610001,14.672257,69958400
+2010-01-13,20.719999,21.080000,20.440001,20.959999,14.921425,71446700
+2010-01-14,21.110001,21.549999,21.049999,21.480000,15.291611,150821600
+2010-01-15,21.389999,21.400000,20.770000,20.799999,14.807525,198078600
+2010-01-19,20.900000,21.170000,20.850000,21.049999,14.985493,82573500
+2010-01-20,20.990000,21.139999,20.850000,21.080000,15.006849,65670100
+2010-01-21,21.150000,21.309999,20.680000,20.840000,14.835996,73633300
+2010-01-22,20.770000,20.790001,19.809999,19.910000,14.173930,116302400
+2010-01-25,20.240000,20.580000,20.139999,20.320000,14.465806,73785600
+2010-01-26,20.180000,20.379999,19.950001,20.000000,14.238005,65298900
+2010-01-27,20.000000,20.330000,19.820000,20.240000,14.408857,74926200
+2010-01-28,20.299999,20.389999,19.680000,19.920000,14.181049,76974600
+2010-01-29,20.129999,20.230000,19.299999,19.400000,13.810859,96053900
+2010-02-01,19.469999,19.750000,19.440001,19.610001,13.960360,50338300
+2010-02-02,19.680000,20.040001,19.559999,19.910000,14.173930,63332500
+2010-02-03,19.780001,19.879999,19.469999,19.680000,14.122261,45582300
+2010-02-04,19.570000,19.580000,18.950001,19.020000,13.648650,90931100
+2010-02-05,19.100000,19.580000,19.000000,19.469999,13.971566,88711700
+2010-02-08,19.480000,19.790001,19.299999,19.350000,13.885455,62563200
+2010-02-09,19.639999,19.889999,19.440001,19.650000,14.100736,69454100
+2010-02-10,19.590000,19.870001,19.450001,19.690001,14.129434,56250600
+2010-02-11,19.629999,20.200001,19.549999,20.059999,14.394945,58837300
+2010-02-12,19.959999,20.680000,19.790001,20.430000,14.660460,91108900
+2010-02-16,20.620001,20.850000,20.549999,20.719999,14.868562,69083400
+2010-02-17,20.860001,20.860001,20.530001,20.660000,14.825504,47296700
+2010-02-18,20.639999,20.850000,20.549999,20.840000,14.954670,42613600
+2010-02-19,20.719999,20.969999,20.580000,20.820000,14.940317,40760000
+2010-02-22,20.950001,20.959999,20.650000,20.870001,14.976201,38730600
+2010-02-23,20.840000,20.950001,20.290001,20.389999,14.631753,62245300
+2010-02-24,20.520000,20.809999,20.500000,20.700001,14.854215,51070100
+2010-02-25,20.370001,20.660000,20.219999,20.629999,14.803976,48789400
+2010-02-26,20.600000,20.680000,20.430000,20.530001,14.732217,47795300
+2010-03-01,20.680000,20.940001,20.620001,20.870001,14.976201,51203300
+2010-03-02,20.990000,21.090000,20.580000,20.700001,14.854215,59399000
+2010-03-03,20.760000,20.820000,20.440001,20.520000,14.725043,49909900
+2010-03-04,20.600000,20.610001,20.260000,20.530001,14.732217,62750100
+2010-03-05,20.660000,20.840000,20.450001,20.790001,14.918794,45879700
+2010-03-08,20.809999,20.879999,20.700001,20.770000,14.904447,35742100
+2010-03-09,20.680000,21.200001,20.660000,20.940001,15.026432,83168700
+2010-03-10,20.950001,21.290001,20.910000,21.190001,15.205829,58435600
+2010-03-11,21.139999,21.270000,20.990000,21.250000,15.248888,53778700
+2010-03-12,21.309999,21.370001,21.180000,21.270000,15.263241,39584500
+2010-03-15,21.160000,21.320000,21.049999,21.170000,15.191480,34378000
+2010-03-16,21.230000,22.040001,21.200001,22.010000,15.794255,123060900
+2010-03-17,22.059999,22.350000,21.910000,22.240000,15.959304,77805900
+2010-03-18,22.190001,22.350000,22.010000,22.200001,15.930603,54458500
+2010-03-19,22.250000,22.389999,21.809999,21.990000,15.779906,77998500
+2010-03-22,21.870001,22.299999,21.840000,22.240000,15.959304,47405700
+2010-03-23,22.389999,22.750000,22.360001,22.670000,16.267872,64740900
+2010-03-24,22.530001,22.670000,22.320000,22.430000,16.095650,54729000
+2010-03-25,22.690001,22.730000,22.309999,22.350000,16.038240,52428700
+2010-03-26,22.430000,22.590000,22.070000,22.240000,15.959304,45700500
+2010-03-29,22.420000,22.490000,22.260000,22.330000,16.023886,34467900
+2010-03-30,22.400000,22.540001,22.180000,22.340000,16.031063,37886300
+2010-03-31,22.320000,22.500000,22.200001,22.290001,15.995184,45983800
+2010-04-01,22.400000,22.639999,22.200001,22.389999,16.066950,45491000
+2010-04-05,22.480000,22.650000,22.340000,22.590000,16.210468,34942900
+2010-04-06,22.430000,22.480000,22.260000,22.400000,16.074116,47056500
+2010-04-07,22.430000,22.680000,22.250000,22.450001,16.109999,62539800
+2010-04-08,22.379999,22.410000,22.160000,22.309999,16.009533,40824500
+2010-04-09,22.400000,22.570000,22.360001,22.549999,16.181757,45528700
+2010-04-12,22.690001,22.730000,22.440001,22.540001,16.174582,49353000
+2010-04-13,22.650000,22.820000,22.469999,22.770000,16.339632,122395600
+2010-04-14,23.570000,23.690001,23.270000,23.520000,16.877832,159980600
+2010-04-15,23.830000,24.370001,23.799999,24.219999,17.380144,110819600
+2010-04-16,24.059999,24.160000,23.770000,23.920000,17.164864,102974900
+2010-04-19,23.910000,24.040001,23.540001,24.000000,17.222275,71310800
+2010-04-20,24.200001,24.250000,23.900000,24.120001,17.308386,65991400
+2010-04-21,24.100000,24.129999,23.540001,23.799999,17.078754,73899300
+2010-04-22,23.549999,24.059999,23.320000,23.990000,17.215096,73666100
+2010-04-23,23.950001,24.059999,23.730000,24.040001,17.250977,56963700
+2010-04-26,24.080000,24.129999,23.809999,23.820000,17.093102,57727600
+2010-04-27,23.730000,23.879999,23.299999,23.350000,16.755833,78937600
+2010-04-28,23.410000,23.459999,22.910000,23.260000,16.691252,109052100
+2010-04-29,23.330000,23.510000,23.299999,23.490000,16.856291,59059400
+2010-04-30,23.450001,23.459999,22.809999,22.840000,16.389866,81864000
+2010-05-03,22.980000,23.440001,22.900000,23.260000,16.691252,55449900
+2010-05-04,22.930000,22.950001,22.400000,22.559999,16.188936,90704300
+2010-05-05,22.100000,22.379999,21.900000,22.170000,16.021280,96854100
+2010-05-06,22.150000,22.379999,19.900000,21.510000,15.544328,160695900
+2010-05-07,21.260000,21.700001,20.459999,21.309999,15.399795,139360500
+2010-05-10,22.290001,22.559999,22.160000,22.549999,16.295883,112607400
+2010-05-11,22.320000,22.860001,22.100000,22.280001,16.100773,102689700
+2010-05-12,22.600000,23.139999,22.490000,23.090000,16.686127,83343400
+2010-05-13,23.030001,23.170000,22.360001,22.500000,16.259752,62099000
+2010-05-14,22.190001,22.209999,21.530001,21.889999,15.818940,83526200
+2010-05-17,21.750000,22.049999,21.410000,22.020000,15.912879,64550400
+2010-05-18,22.139999,22.230000,21.330000,21.430000,15.486516,76636100
+2010-05-19,21.520000,21.709999,21.000000,21.600000,15.609365,89530600
+2010-05-20,21.020000,21.240000,20.629999,20.790001,15.024015,106551000
+2010-05-21,20.410000,21.170000,20.180000,20.910000,15.110732,111769100
+2010-05-24,20.950001,21.219999,20.610001,20.670000,14.937295,56436100
+2010-05-25,20.120001,20.870001,20.030001,20.850000,15.067373,96151400
+2010-05-26,21.100000,21.500000,20.700001,20.700001,14.958981,85666800
+2010-05-27,21.160000,21.799999,21.120001,21.760000,15.724989,83236800
+2010-05-28,21.680000,21.750000,21.230000,21.420000,15.479287,72712600
+2010-06-01,21.299999,21.740000,21.129999,21.180000,15.305853,57164500
+2010-06-02,21.389999,21.830000,21.160000,21.809999,15.761119,61537200
+2010-06-03,21.959999,22.000000,21.469999,21.900000,15.826163,54614400
+2010-06-04,21.540001,21.600000,20.790001,20.950001,15.139637,67919400
+2010-06-07,20.940001,21.030001,20.240000,20.309999,14.677138,65435200
+2010-06-08,20.219999,20.230000,19.740000,20.180000,14.583196,91377800
+2010-06-09,20.389999,20.600000,19.860001,19.930000,14.402533,58981200
+2010-06-10,20.350000,20.600000,20.250000,20.549999,14.850580,57168300
+2010-06-11,20.309999,20.750000,20.280001,20.639999,14.915615,49491800
+2010-06-14,20.950001,21.139999,20.820000,20.889999,15.096285,68877500
+2010-06-15,21.110001,21.559999,21.010000,21.480000,15.522648,62082000
+2010-06-16,21.410000,21.650000,21.209999,21.490000,15.529875,43764600
+2010-06-17,21.590000,21.690001,21.200001,21.520000,15.551553,37270900
+2010-06-18,21.559999,21.650000,21.180000,21.400000,15.464832,64872600
+2010-06-21,21.670000,21.690001,21.059999,21.190001,15.313076,48844300
+2010-06-22,21.129999,21.330000,20.860001,20.980000,15.161323,58831100
+2010-06-23,20.940001,21.020000,20.660000,20.809999,15.038465,61352400
+2010-06-24,20.620001,20.790001,20.200001,20.320000,14.684362,62003900
+2010-06-25,20.400000,20.410000,19.889999,20.030001,14.474792,94683200
+2010-06-28,20.110001,20.590000,19.910000,20.360001,14.713274,54468400
+2010-06-29,20.000000,20.049999,19.650000,19.790001,14.301358,79050800
+2010-06-30,19.700001,20.030001,19.400000,19.450001,14.055655,64294700
+2010-07-01,19.430000,19.620001,19.000000,19.250000,13.911117,88020000
+2010-07-02,19.209999,19.370001,18.959999,19.200001,13.874994,58093400
+2010-07-06,19.549999,19.760000,19.250000,19.480000,14.077334,60697600
+2010-07-07,19.459999,20.170000,19.389999,20.139999,14.554288,72806800
+2010-07-08,20.340000,20.360001,19.830000,20.100000,14.525378,65407600
+2010-07-09,20.059999,20.280001,19.959999,20.240000,14.626552,52843800
+2010-07-12,20.309999,20.650000,20.299999,20.570000,14.865028,56587900
+2010-07-13,20.969999,22.280001,20.820000,21.010000,15.182997,103191800
+2010-07-14,22.059999,22.250000,21.280001,21.360001,15.435927,199002600
+2010-07-15,21.340000,21.590000,21.010000,21.510000,15.544328,118558200
+2010-07-16,21.430000,21.480000,21.000000,21.020000,15.190230,80451500
+2010-07-19,21.170000,21.610001,21.160000,21.590000,15.602141,63430400
+2010-07-20,21.160000,21.730000,21.100000,21.650000,15.645494,72666400
+2010-07-21,21.570000,21.650000,21.180000,21.260000,15.363661,71775300
+2010-07-22,21.350000,21.980000,21.340000,21.780001,15.739439,74465500
+2010-07-23,21.639999,21.719999,21.330000,21.690001,15.674406,62115500
+2010-07-26,21.680000,21.740000,21.410000,21.709999,15.688861,50929500
+2010-07-27,21.680000,21.740000,21.389999,21.580000,15.594912,53975800
+2010-07-28,21.639999,21.690001,21.290001,21.330000,15.414249,51673900
+2010-07-29,21.389999,21.480000,20.760000,21.030001,15.197451,83811400
+2010-07-30,20.770000,20.920000,20.580000,20.600000,14.886713,67395900
+2010-08-02,20.900000,21.280001,20.730000,21.150000,15.284164,50316200
+2010-08-03,21.010000,21.030001,20.709999,20.870001,15.081827,60929200
+2010-08-04,20.809999,20.860001,20.450001,20.730000,15.094935,85639700
+2010-08-05,20.639999,20.790001,20.459999,20.670000,15.051243,44475000
+2010-08-06,20.450001,20.809999,20.410000,20.650000,15.036680,50833800
+2010-08-09,20.790001,20.790001,20.410000,20.650000,15.036680,46082800
+2010-08-10,20.110001,20.170000,19.700001,19.820000,14.432304,136352400
+2010-08-11,19.530001,19.580000,19.299999,19.430000,14.148314,99079200
+2010-08-12,19.170000,19.730000,19.080000,19.450001,14.162877,86580600
+2010-08-13,19.330000,19.490000,19.150000,19.150000,13.944424,57384800
+2010-08-16,19.139999,19.559999,19.110001,19.469999,14.177441,48721100
+2010-08-17,19.719999,19.870001,19.500000,19.530001,14.221134,60836400
+2010-08-18,19.530001,19.780001,19.469999,19.590000,14.264816,58982400
+2010-08-19,18.969999,19.129999,18.809999,18.900000,13.762383,159900400
+2010-08-20,18.920000,19.000000,18.760000,18.910000,13.769662,95174400
+2010-08-23,18.920000,18.980000,18.600000,18.700001,13.616753,71954400
+2010-08-24,18.559999,18.680000,18.389999,18.410000,13.405584,75107400
+2010-08-25,18.260000,18.590000,18.180000,18.480000,13.456554,63350600
+2010-08-26,18.600000,18.610001,18.120001,18.180000,13.238104,69586000
+2010-08-27,18.230000,18.520000,17.809999,18.370001,13.376455,135184300
+2010-08-30,18.250000,18.309999,17.940001,17.959999,13.077908,73718900
+2010-08-31,17.879999,17.920000,17.600000,17.670000,12.866741,111601400
+2010-09-01,17.940001,18.270000,17.889999,18.139999,13.208975,73611500
+2010-09-02,18.230000,18.330000,18.080000,18.280001,13.310923,53192100
+2010-09-03,18.520000,18.590000,18.200001,18.430000,13.420145,59143200
+2010-09-07,18.360001,18.410000,18.049999,18.120001,13.194413,58636500
+2010-09-08,18.040001,18.049999,17.750000,17.900000,13.034216,101747000
+2010-09-09,18.049999,18.080000,17.930000,18.000000,13.107031,65019600
+2010-09-10,17.950001,18.100000,17.840000,17.969999,13.085190,68814700
+2010-09-13,18.219999,18.559999,18.200001,18.559999,13.514808,73870900
+2010-09-14,18.530001,18.799999,18.340000,18.740000,13.645874,64479500
+2010-09-15,18.730000,18.770000,18.540001,18.719999,13.631314,56107300
+2010-09-16,18.700001,18.980000,18.580000,18.969999,13.813354,69165800
+2010-09-17,19.030001,19.080000,18.670000,18.809999,13.696851,70436600
+2010-09-20,18.889999,18.959999,18.690001,18.930000,13.784229,44935100
+2010-09-21,18.879999,19.270000,18.840000,19.139999,13.937143,69131400
+2010-09-22,19.040001,19.250000,18.889999,19.010000,13.842484,61569400
+2010-09-23,18.850000,19.309999,18.750000,18.980000,13.820642,51954700
+2010-09-24,19.230000,19.450001,19.180000,19.420000,14.141035,55749300
+2010-09-27,19.400000,19.430000,19.180000,19.240000,14.009963,51071000
+2010-09-28,19.309999,19.570000,19.100000,19.510000,14.206566,61019600
+2010-09-29,19.480000,19.620001,19.120001,19.240000,14.009963,62484300
+2010-09-30,19.340000,19.600000,19.110001,19.200001,13.980838,75382200
+2010-10-01,19.469999,20.350000,18.879999,19.320000,14.068216,41275000
+2010-10-04,19.250000,19.299999,18.770000,18.870001,13.740541,67082000
+2010-10-05,19.080000,19.290001,19.030001,19.150000,13.944424,61004600
+2010-10-06,19.209999,19.370001,19.129999,19.309999,14.060936,54990000
+2010-10-07,19.370001,19.540001,19.209999,19.400000,14.126471,51794600
+2010-10-08,19.400000,19.580000,19.209999,19.520000,14.213851,46528700
+2010-10-11,19.590000,19.750000,19.530001,19.559999,14.242976,52722400
+2010-10-12,19.650000,19.799999,19.440001,19.770000,14.395896,94743400
+2010-10-13,19.980000,20.030001,19.160000,19.240000,14.009963,173827300
+2010-10-14,19.309999,19.459999,19.200001,19.320000,14.068216,59255900
+2010-10-15,19.440001,19.469999,19.200001,19.320000,14.068216,64052800
+2010-10-18,19.260000,19.320000,18.969999,19.190001,13.973557,54985100
+2010-10-19,19.010000,19.389999,18.900000,19.209999,13.988113,85409800
+2010-10-20,19.299999,19.780001,19.290001,19.639999,14.301229,84884600
+2010-10-21,19.750000,19.860001,19.570000,19.760000,14.388613,74287500
+2010-10-22,19.790001,19.930000,19.750000,19.840000,14.446862,50129800
+2010-10-25,19.950001,20.000000,19.799999,19.870001,14.468709,45769400
+2010-10-26,19.790001,20.110001,19.730000,20.040001,14.592500,56344600
+2010-10-27,19.930000,20.200001,19.809999,20.190001,14.701723,48151900
+2010-10-28,20.290001,20.530001,20.020000,20.469999,14.905613,71144000
+2010-10-29,20.450001,20.559999,20.010000,20.049999,14.599783,60774400
+2010-11-01,20.350000,20.670000,20.340000,20.570000,14.978428,51593700
+2010-11-02,20.639999,20.700001,20.290001,20.340000,14.810947,60959100
+2010-11-03,20.340000,20.520000,20.219999,20.480000,15.029642,53044600
+2010-11-04,20.660000,21.020000,20.559999,20.969999,15.389229,66048200
+2010-11-05,21.010000,21.290001,20.969999,21.240000,15.587379,55960500
+2010-11-08,21.340000,21.500000,21.170000,21.230000,15.580046,53006900
+2010-11-09,21.200001,21.350000,21.030001,21.160000,15.528667,46639500
+2010-11-10,21.150000,21.170000,20.820000,21.040001,15.440607,48072100
+2010-11-11,20.690001,21.230000,20.549999,21.209999,15.565368,69682800
+2010-11-12,21.440001,21.809999,21.330000,21.530001,15.800203,100662400
+2010-11-15,21.650000,21.660000,21.260000,21.299999,15.631419,50076900
+2010-11-16,21.129999,21.270000,20.879999,21.070000,15.462624,62890100
+2010-11-17,21.020000,21.219999,20.930000,21.080000,15.469960,44262100
+2010-11-18,21.049999,21.240000,20.920000,21.020000,15.425934,68847000
+2010-11-19,20.969999,21.200001,20.879999,21.139999,15.513994,49134200
+2010-11-22,20.920000,21.280001,20.879999,21.250000,15.594721,40328600
+2010-11-23,21.040001,21.219999,20.809999,21.090000,15.477301,44856200
+2010-11-24,21.230000,21.570000,21.170000,21.389999,15.697458,42449700
+2010-11-26,21.240000,21.430000,21.100000,21.340000,15.660769,19147500
+2010-11-29,21.150000,21.450001,21.120001,21.330000,15.653431,46887900
+2010-11-30,21.180000,21.299999,21.070000,21.160000,15.528667,52406500
+2010-12-01,21.459999,21.600000,21.420000,21.480000,15.763512,52939300
+2010-12-02,21.500000,21.770000,21.480000,21.700001,15.924965,48095800
+2010-12-03,21.629999,21.780001,21.620001,21.690001,15.917624,43907400
+2010-12-06,21.610001,21.760000,21.549999,21.700001,15.924965,31861200
+2010-12-07,21.840000,21.860001,21.580000,21.580000,15.836893,46991400
+2010-12-08,21.690001,21.900000,21.660000,21.820000,16.013025,68959600
+2010-12-09,22.010000,22.070000,21.719999,21.809999,16.005684,79874700
+2010-12-10,21.910000,21.980000,21.799999,21.910000,16.079073,52407700
+2010-12-13,22.010000,22.020000,21.340000,21.500000,15.778188,78296300
+2010-12-14,21.400000,21.559999,21.299999,21.469999,15.756170,41699300
+2010-12-15,21.350000,21.500000,21.280001,21.280001,15.616735,42701400
+2010-12-16,21.350000,21.389999,21.250000,21.299999,15.631419,35224900
+2010-12-17,21.309999,21.490000,21.270000,21.459999,15.748833,57138100
+2010-12-20,21.389999,21.430000,21.200001,21.230000,15.580046,34211900
+2010-12-21,21.270000,21.270000,21.080000,21.100000,15.484635,34102300
+2010-12-22,20.950001,21.020000,20.809999,20.889999,15.330530,49206900
+2010-12-23,20.840000,20.920000,20.700001,20.840000,15.293831,27960800
+2010-12-27,20.750000,20.860001,20.650000,20.840000,15.293831,18604300
+2010-12-28,20.809999,20.930000,20.760000,20.879999,15.323192,21169600
+2010-12-29,20.940001,21.059999,20.879999,20.940001,15.367218,20848400
+2010-12-30,20.950001,21.080000,20.930000,21.020000,15.425934,18876000
+2010-12-31,21.030001,21.059999,20.940001,21.030001,15.433265,15743700
+2011-01-03,21.010000,21.049999,20.780001,20.850000,15.301170,58223800
+2011-01-04,21.120001,21.200001,21.049999,21.150000,15.521327,75206200
+2011-01-05,21.190001,21.209999,20.900000,20.940001,15.367218,61810500
+2011-01-06,20.670000,20.820000,20.549999,20.770000,15.242469,116669000
+2011-01-07,20.709999,20.770000,20.270000,20.660000,15.161734,74806100
+2011-01-10,20.709999,20.770000,20.570000,20.690001,15.183757,51449700
+2011-01-11,20.830000,21.120001,20.740000,21.049999,15.447947,64452600
+2011-01-12,21.270000,21.330000,21.070000,21.299999,15.631419,53380600
+2011-01-13,21.260000,21.320000,21.080000,21.290001,15.624074,104066300
+2011-01-14,21.350000,21.420000,20.969999,21.080000,15.469960,154888800
+2011-01-18,21.030001,21.200001,20.940001,21.080000,15.469960,55272100
+2011-01-19,21.070000,21.129999,20.950001,21.010000,15.418592,43339000
+2011-01-20,20.940001,20.950001,20.620001,20.950001,15.374557,56170800
+2011-01-21,20.950001,21.040001,20.809999,20.820000,15.279154,63697600
+2011-01-24,21.030001,21.240000,20.930000,21.240000,15.587379,82375700
+2011-01-25,21.280001,21.570000,21.170000,21.549999,15.814878,72327200
+2011-01-26,21.770000,21.900000,21.660000,21.750000,15.961653,57196100
+2011-01-27,21.760000,21.940001,21.650000,21.750000,15.961653,58069200
+2011-01-28,21.760000,21.889999,21.350000,21.459999,15.748833,55193100
+2011-01-31,21.549999,21.639999,21.030001,21.459999,15.748833,90844300
+2011-02-01,21.490000,21.700001,21.280001,21.480000,15.763512,60971000
+2011-02-02,21.480000,21.709999,21.469999,21.559999,15.822219,46928100
+2011-02-03,21.410000,21.650000,21.299999,21.570000,15.963575,39846000
+2011-02-04,21.469999,21.700001,21.430000,21.680000,16.044985,39353500
+2011-02-07,21.740000,21.860001,21.629999,21.690001,16.052389,43643100
+2011-02-08,21.650000,21.680000,21.400000,21.639999,16.015385,48215100
+2011-02-09,21.530001,21.600000,21.420000,21.459999,15.882167,44601400
+2011-02-10,21.430000,21.840000,21.350000,21.799999,16.133789,56661800
+2011-02-11,21.629999,21.850000,21.520000,21.760000,16.104189,43716600
+2011-02-14,21.629999,21.799999,21.500000,21.570000,15.963575,45134600
+2011-02-15,21.480000,21.549999,21.280001,21.450001,15.874765,50640200
+2011-02-16,21.570000,21.879999,21.430000,21.750000,16.096788,55214100
+2011-02-17,21.680000,22.059999,21.670000,21.969999,16.259605,50185500
+2011-02-18,22.090000,22.209999,22.010000,22.139999,16.385426,55060500
+2011-02-22,21.950001,22.190001,21.730000,21.809999,16.141190,64515600
+2011-02-23,21.700001,21.719999,21.010000,21.150000,15.652735,83648300
+2011-02-24,21.100000,21.410000,21.030001,21.290001,15.756352,54496400
+2011-02-25,21.520000,22.000000,21.459999,21.860001,16.178200,53475700
+2011-02-28,21.750000,21.840000,21.370001,21.469999,15.889565,66390100
+2011-03-01,21.610001,21.690001,21.350000,21.389999,15.830357,57987400
+2011-03-02,21.420000,21.700001,21.400000,21.490000,15.904370,52192300
+2011-03-03,21.660000,21.879999,21.650000,21.790001,16.126390,50504000
+2011-03-04,21.879999,22.080000,21.400000,21.559999,15.956176,64664800
+2011-03-07,21.690001,21.740000,21.080000,21.209999,15.697148,57520200
+2011-03-08,21.260000,21.260000,21.020000,21.129999,15.637939,57165700
+2011-03-09,21.080000,21.340000,20.940001,21.200001,15.689749,60415900
+2011-03-10,20.940001,21.020000,20.719999,20.790001,15.386311,69121300
+2011-03-11,20.629999,20.959999,20.610001,20.870001,15.445518,45640700
+2011-03-14,20.660000,20.879999,20.620001,20.840000,15.423314,48954200
+2011-03-15,20.230000,20.330000,20.010000,20.180000,14.934864,80464000
+2011-03-16,20.030001,20.370001,19.709999,19.809999,14.661031,84812700
+2011-03-17,20.020000,20.059999,19.799999,19.900000,14.727638,59048300
+2011-03-18,19.980000,20.150000,19.879999,19.930000,14.749843,74001300
+2011-03-21,19.900000,20.389999,19.879999,20.190001,14.942263,43392300
+2011-03-22,20.180000,20.209999,19.980000,20.150000,14.912658,45962800
+2011-03-23,20.090000,20.360001,20.010000,20.290001,15.016274,37924600
+2011-03-24,20.510000,20.510000,20.280001,20.379999,15.082875,49378300
+2011-03-25,20.299999,20.600000,20.209999,20.370001,15.075471,52478400
+2011-03-28,20.440001,20.660000,20.330000,20.340000,15.053271,37109400
+2011-03-29,20.270000,20.290001,19.980000,20.280001,15.008872,59545200
+2011-03-30,20.420000,20.459999,20.110001,20.459999,15.142085,54565700
+2011-03-31,20.290001,20.370001,19.940001,20.180000,14.934864,87528000
+2011-04-01,20.379999,20.379999,19.559999,19.719999,14.594423,82621500
+2011-04-04,19.790001,19.799999,19.360001,19.490000,14.424202,69372800
+2011-04-05,19.590000,19.879999,19.549999,19.709999,14.587025,62605700
+2011-04-06,19.860001,19.950001,19.709999,19.950001,14.764644,56267400
+2011-04-07,19.920000,20.090000,19.820000,20.030001,14.823845,51606400
+2011-04-08,20.040001,20.200001,19.950001,20.020000,14.816449,46474900
+2011-04-11,20.070000,20.200001,20.010000,20.120001,14.890458,43166300
+2011-04-12,20.010000,20.070000,19.690001,19.760000,14.624028,52110300
+2011-04-13,19.879999,19.950001,19.719999,19.780001,14.638825,38977500
+2011-04-14,19.639999,19.660000,19.410000,19.580000,14.490816,52706900
+2011-04-15,19.600000,19.750000,19.530001,19.750000,14.616630,44283000
+2011-04-18,19.530001,19.740000,19.450001,19.620001,14.520417,46481400
+2011-04-19,19.670000,19.980000,19.620001,19.860001,14.698034,81426500
+2011-04-20,21.209999,21.440001,20.940001,21.410000,15.845161,174554500
+2011-04-21,21.389999,21.490000,21.190001,21.459999,15.882167,77640100
+2011-04-25,21.370001,22.010000,21.330000,21.940001,16.237404,81676700
+2011-04-26,21.820000,22.530001,21.809999,22.480000,16.637053,105300000
+2011-04-27,22.540001,22.680000,22.330000,22.629999,16.748058,68452900
+2011-04-28,22.450001,22.870001,22.450001,22.799999,16.873873,55000000
+2011-04-29,22.799999,23.190001,22.629999,23.150000,17.132904,156189000
+2011-05-02,23.020000,23.180000,22.809999,22.910000,16.955284,71970500
+2011-05-03,22.809999,23.459999,22.670000,23.230000,17.192114,110500000
+2011-05-04,23.049999,23.559999,22.719999,23.500000,17.528513,137107200
+2011-05-05,23.430000,23.860001,23.170000,23.610001,17.610554,94292200
+2011-05-06,23.459999,23.590000,23.129999,23.250000,17.342037,100005900
+2011-05-09,23.129999,23.200001,22.650000,22.760000,16.976545,73296400
+2011-05-10,22.850000,23.200001,22.820000,23.030001,17.177933,66314300
+2011-05-11,23.290001,23.629999,23.200001,23.410000,17.461380,85800000
+2011-05-12,23.250000,23.830000,23.230000,23.709999,17.685150,66300000
+2011-05-13,23.660000,23.799999,23.360001,23.410000,17.461380,53099500
+2011-05-16,23.320000,23.950001,23.270000,23.639999,17.632936,74471600
+2011-05-17,23.370001,23.570000,23.080000,23.549999,17.565804,86074100
+2011-05-18,23.600000,23.959999,23.520000,23.879999,17.811951,65592900
+2011-05-19,23.320000,23.870001,23.200001,23.540001,17.558344,98367500
+2011-05-20,23.459999,23.540001,23.150000,23.219999,17.319656,63124700
+2011-05-23,22.920000,23.030001,22.760000,22.860001,17.051132,64900000
+2011-05-24,22.889999,22.910000,22.590000,22.610001,16.864668,51736300
+2011-05-25,22.520000,22.830000,22.410000,22.680000,16.916882,49375900
+2011-05-26,22.620001,22.639999,22.450001,22.500000,16.782614,44432200
+2011-05-27,22.459999,22.520000,22.110001,22.209999,16.566303,67162300
+2011-05-31,22.450001,22.639999,22.320000,22.510000,16.790073,59575300
+2011-06-01,22.450001,22.480000,21.980000,22.000000,16.409668,56011400
+2011-06-02,22.010000,22.330000,21.860001,22.090000,16.476795,53445700
+2011-06-03,21.790001,22.100000,21.670000,21.730000,16.208279,53937700
+2011-06-06,21.740000,21.950001,21.660000,21.830000,16.282869,49667100
+2011-06-07,22.040001,22.440001,22.000000,22.059999,16.454420,60300000
+2011-06-08,21.959999,22.129999,21.730000,21.820000,16.275410,49513200
+2011-06-09,21.870001,22.010000,21.700001,21.760000,16.230652,36986100
+2011-06-10,21.730000,21.799999,21.260000,21.379999,15.947216,53233300
+2011-06-13,21.430000,21.600000,21.280001,21.389999,15.954666,43550000
+2011-06-14,21.600000,21.920000,21.549999,21.820000,16.275410,51995000
+2011-06-15,21.680000,21.830000,21.400000,21.420000,15.977053,48556700
+2011-06-16,21.459999,21.790001,21.270000,21.420000,15.977053,53634800
+2011-06-17,21.680000,21.680000,21.070000,21.190001,15.805494,96504000
+2011-06-20,21.190001,21.420000,21.170000,21.330000,15.909918,37358400
+2011-06-21,21.459999,21.690001,21.219999,21.650000,16.148603,55384300
+2011-06-22,21.540001,21.610001,21.379999,21.400000,15.962132,37679600
+2011-06-23,21.200001,21.719999,21.059999,21.709999,16.193359,54189000
+2011-06-24,21.610001,21.740000,21.180000,21.200001,15.812955,124407700
+2011-06-27,21.170000,21.480000,21.000000,21.340000,15.917374,45183400
+2011-06-28,21.420000,21.540001,21.260000,21.490000,16.029264,36515100
+2011-06-29,21.530001,21.570000,21.309999,21.389999,15.954666,31660400
+2011-06-30,21.480000,22.219999,21.480000,22.160000,16.529013,53930200
+2011-07-01,22.209999,22.580000,22.100000,22.530001,16.804998,35837100
+2011-07-05,22.690001,22.690001,22.360001,22.440001,16.737862,33358200
+2011-07-06,22.450001,22.820000,22.440001,22.750000,16.969090,43269800
+2011-07-07,22.889999,23.389999,22.860001,23.230000,17.327120,53107000
+2011-07-08,22.959999,23.200001,22.809999,23.090000,17.222692,35838800
+2011-07-11,22.840000,22.980000,22.730000,22.850000,17.043682,34663100
+2011-07-12,22.620001,22.719999,22.240000,22.450001,16.745323,51048100
+2011-07-13,22.570000,22.730000,22.320000,22.480000,16.767700,43265500
+2011-07-14,22.559999,22.700001,22.209999,22.270000,16.611057,47571900
+2011-07-15,22.270000,22.559999,22.200001,22.370001,16.685648,49959400
+2011-07-18,22.290001,22.430000,22.080000,22.280001,16.618519,45195400
+2011-07-19,22.440001,23.100000,22.440001,23.059999,17.200317,55706900
+2011-07-20,23.100000,23.219999,22.900000,22.990000,17.148106,57158800
+2011-07-21,22.350000,22.879999,22.170000,22.809999,17.013842,80125400
+2011-07-22,22.940001,23.250000,22.780001,23.129999,17.252531,45085500
+2011-07-25,22.940001,23.280001,22.799999,23.030001,17.177933,40716100
+2011-07-26,23.030001,23.150000,22.830000,22.900000,17.080975,45573600
+2011-07-27,22.650000,22.750000,22.350000,22.530001,16.804998,59198500
+2011-07-28,22.469999,22.879999,22.330000,22.549999,16.819910,36736700
+2011-07-29,22.350000,22.620001,22.219999,22.330000,16.655813,51897500
+2011-08-01,22.570000,22.690001,21.900000,22.240000,16.588686,51674300
+2011-08-02,22.010000,22.190001,21.709999,21.719999,16.200821,56976600
+2011-08-03,21.600000,21.969999,21.350000,21.809999,16.426767,65640300
+2011-08-04,21.469999,21.809999,20.840000,20.850000,15.703721,86743900
+2011-08-05,21.000000,21.200001,20.209999,20.790001,15.658537,101800300
+2011-08-08,20.240000,20.870001,20.080000,20.110001,15.146374,137491600
+2011-08-09,20.280001,20.620001,19.520000,20.600000,15.515429,116628500
+2011-08-10,20.270000,20.510000,19.770000,19.930000,15.010802,95403800
+2011-08-11,20.139999,21.000000,20.070000,20.760000,15.635936,75327100
+2011-08-12,20.780001,20.910000,20.559999,20.650000,15.553088,54183200
+2011-08-15,20.750000,20.930000,20.629999,20.889999,15.733852,46288900
+2011-08-16,20.740000,21.070000,20.500000,20.790001,15.658537,44763700
+2011-08-17,20.580000,20.980000,20.400000,20.670000,15.568152,51304900
+2011-08-18,20.150000,20.180000,19.549999,19.770000,14.890291,92196400
+2011-08-19,19.610001,19.959999,19.160000,19.190001,14.453450,79157400
+2011-08-22,19.549999,19.680000,19.260000,19.379999,14.596553,48904000
+2011-08-23,19.360001,19.709999,19.299999,19.709999,14.845099,54210800
+2011-08-24,19.580000,19.879999,19.370001,19.799999,14.912890,53521400
+2011-08-25,19.830000,19.879999,19.400000,19.420000,14.626686,51597200
+2011-08-26,19.430000,19.969999,19.270000,19.770000,14.890291,53819400
+2011-08-29,19.940001,20.309999,19.830000,20.299999,15.289476,40646100
+2011-08-30,20.190001,20.350000,19.920000,20.240000,15.244283,39098800
+2011-08-31,20.230000,20.410000,20.020000,20.129999,15.161433,55288500
+2011-09-01,20.280001,20.350000,19.990000,19.990000,15.055991,40781200
+2011-09-02,19.799999,19.930000,19.570000,19.639999,14.792378,42807600
+2011-09-06,19.250000,19.580000,19.160000,19.540001,14.717067,44255600
+2011-09-07,20.020000,20.139999,19.860001,20.080000,15.123778,46090100
+2011-09-08,20.049999,20.299999,19.809999,19.900000,14.988208,42985100
+2011-09-09,19.750000,20.219999,19.660000,19.700001,14.837573,61406600
+2011-09-12,19.530001,20.290001,19.520000,20.280001,15.274418,53318000
+2011-09-13,20.320000,20.900000,20.209999,20.760000,15.635936,60222400
+2011-09-14,20.889999,21.400000,20.709999,21.120001,15.907085,58352700
+2011-09-15,21.309999,21.670000,21.219999,21.540001,16.223419,53239300
+2011-09-16,21.650000,22.090000,21.430000,21.969999,16.547279,90738900
+2011-09-19,21.770000,22.059999,21.629999,21.930000,16.517153,57738000
+2011-09-20,21.990000,22.469999,21.860001,22.200001,16.720514,71495200
+2011-09-21,22.180000,22.500000,21.900000,21.940001,16.524687,66811700
+2011-09-22,21.549999,21.900000,21.340000,21.620001,16.283667,94232800
+2011-09-23,21.389999,22.270000,21.219999,22.160000,16.690380,74135600
+2011-09-26,22.160000,22.440001,21.790001,22.240000,16.750637,64847800
+2011-09-27,22.500000,22.980000,22.370001,22.540001,16.976587,88219700
+2011-09-28,22.610001,22.709999,22.299999,22.309999,16.803358,74789100
+2011-09-29,22.379999,22.600000,21.870001,22.209999,16.728041,85510500
+2011-09-30,21.930000,22.070000,21.330000,21.340000,16.072771,64453700
+2011-10-03,21.180000,21.400000,20.570000,20.620001,15.530496,95768300
+2011-10-04,20.450001,21.270000,20.400000,21.219999,15.982391,77896900
+2011-10-05,21.250000,21.969999,21.059999,21.850000,16.456900,70932100
+2011-10-06,21.920000,22.049999,21.670000,22.030001,16.592474,58483000
+2011-10-07,22.070000,22.500000,21.910000,22.290001,16.788300,58425800
+2011-10-10,22.480000,22.889999,22.469999,22.879999,17.232664,40172800
+2011-10-11,22.760000,23.000000,22.610001,22.990000,17.315523,50604700
+2011-10-12,23.000000,23.280001,22.980000,23.120001,17.413431,59913300
+2011-10-13,23.020000,23.459999,22.959999,23.389999,17.616787,51288900
+2011-10-14,23.440001,23.500000,23.250000,23.500000,17.699640,44894100
+2011-10-17,23.320000,23.600000,23.139999,23.280001,17.533934,47936100
+2011-10-18,23.170000,23.490000,23.070000,23.400000,17.624327,85272200
+2011-10-19,24.010000,24.500000,23.860001,24.240000,18.256985,139956200
+2011-10-20,23.879999,23.879999,23.350000,23.610001,17.782484,88682000
+2011-10-21,23.860001,24.250000,23.799999,24.030001,18.098824,123273100
+2011-10-24,24.049999,24.790001,24.020000,24.590000,18.520605,138273600
+2011-10-25,24.469999,24.850000,24.389999,24.629999,18.550730,60939200
+2011-10-26,24.799999,24.840000,24.340000,24.700001,18.603455,58249900
+2011-10-27,24.930000,25.200001,24.850000,25.129999,18.927320,84559200
+2011-10-28,24.870001,25.030001,24.730000,24.980000,18.814341,44897400
+2011-10-31,24.570000,24.920000,24.490000,24.540001,18.482946,43121800
+2011-11-01,24.110001,24.350000,23.820000,23.900000,18.000910,68002400
+2011-11-02,24.020000,24.059999,23.549999,23.850000,17.963249,56626000
+2011-11-03,23.790001,24.230000,23.280001,24.200001,18.388777,58297700
+2011-11-04,24.040001,24.070000,23.660000,23.740000,18.039240,46476000
+2011-11-07,23.700001,24.309999,23.629999,24.280001,18.449568,51137900
+2011-11-08,24.480000,24.770000,24.260000,24.750000,18.806700,55961900
+2011-11-09,24.240000,24.320000,23.799999,23.840000,18.115221,56872200
+2011-11-10,24.139999,24.250000,23.740000,24.059999,18.282396,45508700
+2011-11-11,24.309999,24.900000,24.299999,24.850000,18.882690,43867200
+2011-11-14,24.780001,24.900000,24.480000,24.629999,18.715515,49418100
+2011-11-15,24.660000,25.459999,24.620001,25.340000,19.255022,77391300
+2011-11-16,25.129999,25.500000,24.879999,24.940001,18.951084,74241700
+2011-11-17,24.900000,24.950001,24.120001,24.340000,18.495159,62125300
+2011-11-18,24.170000,24.430000,24.020000,24.290001,18.457165,45683600
+2011-11-21,24.030001,24.150000,23.350000,23.570000,17.910059,58579300
+2011-11-22,23.379999,23.530001,23.090000,23.240000,17.659302,48479200
+2011-11-23,23.040001,23.139999,22.690001,22.700001,17.248976,52698400
+2011-11-25,22.549999,23.219999,22.510000,22.730000,17.271780,28346900
+2011-11-28,23.280001,23.570000,23.250000,23.459999,17.826481,39753000
+2011-11-29,23.490000,23.900000,23.420000,23.580000,17.917658,44191100
+2011-11-30,24.280001,24.940001,24.230000,24.910000,18.928288,73450200
+2011-12-01,24.870001,24.969999,24.400000,24.920000,18.935877,51820400
+2011-12-02,25.010000,25.139999,24.600000,24.639999,18.723120,41486500
+2011-12-05,25.030001,25.200001,24.790001,25.010000,19.004272,42526800
+2011-12-06,25.090000,25.480000,25.000000,25.350000,19.262629,49516000
+2011-12-07,25.330000,25.780001,25.129999,25.660000,19.498182,54791500
+2011-12-08,25.450001,25.530001,24.629999,24.709999,18.776308,58000600
+2011-12-09,24.410000,25.100000,24.379999,25.010000,19.004272,44071500
+2011-12-12,24.180000,24.290001,23.610001,24.000000,18.236805,94831300
+2011-12-13,24.049999,24.059999,23.420000,23.559999,17.902466,78519000
+2011-12-14,23.480000,23.559999,23.139999,23.309999,17.712498,56395100
+2011-12-15,23.580000,23.670000,23.250000,23.309999,17.712498,38692600
+2011-12-16,23.469999,23.889999,23.230000,23.230000,17.651707,94567200
+2011-12-19,23.389999,23.480000,23.049999,23.100000,17.552919,42243000
+2011-12-20,23.490000,23.980000,23.440001,23.840000,18.115221,46309500
+2011-12-21,23.950001,24.090000,23.430000,23.680000,17.993647,45222100
+2011-12-22,23.830000,24.100000,23.760000,24.020000,18.251999,32002200
+2011-12-23,24.129999,24.400000,24.040001,24.400000,18.540751,24832700
+2011-12-27,24.450001,24.700001,24.400000,24.559999,18.662331,24136000
+2011-12-28,24.520000,24.559999,24.180000,24.230000,18.411570,23703400
+2011-12-29,24.360001,24.580000,24.280001,24.549999,18.654734,22319300
+2011-12-30,24.430000,24.620001,24.250000,24.250000,18.426771,21710100
+2012-01-03,24.620001,24.889999,24.389999,24.540001,18.647131,44845600
+2012-01-04,24.570000,25.129999,24.530001,25.110001,19.080259,47504000
+2012-01-05,25.059999,25.450001,24.980000,25.400000,19.300613,49490600
+2012-01-06,25.209999,25.400000,25.010000,25.250000,19.186634,36343500
+2012-01-09,25.400000,25.559999,25.219999,25.469999,19.353809,47478600
+2012-01-10,25.709999,25.920000,25.510000,25.590000,19.444988,41060900
+2012-01-11,25.430000,25.889999,25.340000,25.799999,19.604565,57170000
+2012-01-12,25.850000,25.900000,25.540001,25.750000,19.566574,44420500
+2012-01-13,25.690001,25.719999,25.100000,25.139999,19.103056,63313400
+2012-01-17,25.180000,25.400000,24.969999,25.040001,19.027065,60438600
+2012-01-18,25.129999,25.480000,25.010000,25.389999,19.293016,62687000
+2012-01-19,25.520000,25.680000,25.370001,25.629999,19.475388,64946300
+2012-01-20,25.870001,26.469999,25.500000,26.379999,20.045286,101272500
+2012-01-23,26.350000,26.889999,26.340000,26.709999,20.296041,69663500
+2012-01-24,26.700001,26.980000,26.610001,26.900000,20.440414,56220400
+2012-01-25,26.840000,26.950001,26.500000,26.900000,20.440414,54757900
+2012-01-26,26.950001,27.000000,26.600000,26.750000,20.326437,61678200
+2012-01-27,26.660000,26.840000,26.590000,26.730000,20.311237,50587400
+2012-01-30,26.510000,26.799999,26.270000,26.740000,20.318840,60694100
+2012-01-31,26.790001,26.799999,26.280001,26.420000,20.075682,45325300
+2012-02-01,26.740000,26.840000,26.510000,26.549999,20.174459,46330600
+2012-02-02,26.590000,26.740000,26.459999,26.490000,20.128872,34780300
+2012-02-03,26.670000,26.950001,26.580000,26.740000,20.481207,42191600
+2012-02-06,26.549999,26.730000,26.360001,26.719999,20.465885,36772600
+2012-02-07,26.629999,26.740000,26.430000,26.639999,20.404610,33101300
+2012-02-08,26.660000,26.990000,26.610001,26.850000,20.565456,37072100
+2012-02-09,26.910000,27.000000,26.790001,26.860001,20.573120,35754200
+2012-02-10,26.740000,26.790001,26.450001,26.700001,20.450569,33616000
+2012-02-13,26.830000,26.840000,26.520000,26.700001,20.450569,24723000
+2012-02-14,26.570000,26.780001,26.500000,26.780001,20.511843,25409300
+2012-02-15,26.879999,26.879999,26.500000,26.580000,20.358654,35832700
+2012-02-16,26.400000,26.950001,26.350000,26.830000,20.550137,42450700
+2012-02-17,26.860001,27.500000,26.820000,27.370001,20.963747,74254100
+2012-02-21,27.340000,27.370001,27.010000,27.160000,20.802896,34911800
+2012-02-22,27.059999,27.350000,26.510000,26.730000,20.473543,51973800
+2012-02-23,26.559999,26.860001,26.350000,26.660000,20.419930,33800100
+2012-02-24,26.719999,26.799999,26.450001,26.700001,20.450569,39309500
+2012-02-27,26.520000,27.200001,26.450001,26.889999,20.596096,46022400
+2012-02-28,26.930000,27.299999,26.820000,27.240000,20.864166,32820500
+2012-02-29,27.250000,27.299999,26.840000,26.879999,20.588434,41856200
+2012-03-01,27.059999,27.139999,26.709999,26.860001,20.573120,39413000
+2012-03-02,26.900000,27.030001,26.770000,26.920000,20.619072,29632800
+2012-03-05,26.910000,26.910000,26.360001,26.540001,20.328016,32332200
+2012-03-06,26.250000,26.629999,26.200001,26.610001,20.381630,37196700
+2012-03-07,26.580000,27.000000,26.520000,26.910000,20.611412,32720900
+2012-03-08,27.000000,27.040001,26.750000,26.840000,20.557793,37261600
+2012-03-09,26.940001,27.170000,26.870001,27.070000,20.733969,29396700
+2012-03-12,27.000000,27.080000,26.910000,26.990000,20.672688,24006900
+2012-03-13,27.120001,27.500000,27.120001,27.490000,21.055658,33796800
+2012-03-14,27.450001,27.900000,27.340000,27.459999,21.032675,46835700
+2012-03-15,27.500000,27.850000,27.430000,27.750000,21.254799,34191900
+2012-03-16,27.820000,27.959999,27.700001,27.730000,21.239485,54672100
+2012-03-19,27.660000,27.900000,27.540001,27.740000,21.247139,26937200
+2012-03-20,27.650000,27.900000,27.559999,27.750000,21.254799,22684900
+2012-03-21,27.790001,27.889999,27.700001,27.780001,21.277777,22212900
+2012-03-22,27.730000,27.950001,27.610001,27.900000,21.369694,23395100
+2012-03-23,27.940001,27.990000,27.680000,27.879999,21.354372,24899500
+2012-03-26,28.010000,28.260000,27.959999,28.190001,21.591814,32799700
+2012-03-27,28.240000,28.280001,28.070000,28.190001,21.591814,24365100
+2012-03-28,28.129999,28.250000,27.799999,27.799999,21.293104,35152000
+2012-03-29,27.750000,28.180000,27.670000,28.160000,21.568840,39616000
+2012-03-30,28.389999,28.450001,28.020000,28.120001,21.538198,43024400
+2012-04-02,28.040001,28.450001,27.990000,28.379999,21.737347,28853500
+2012-04-03,28.309999,28.370001,27.950001,28.110001,21.530537,34152500
+2012-04-04,27.870001,28.030001,27.600000,27.930000,21.392672,30845100
+2012-04-05,27.870001,28.100000,27.799999,28.070000,21.499897,22033800
+2012-04-09,27.730000,27.900000,27.590000,27.760000,21.262461,22965500
+2012-04-10,27.700001,27.860001,27.410000,27.450001,21.025021,36272100
+2012-04-11,27.680000,28.000000,27.629999,27.850000,21.331398,26668200
+2012-04-12,27.969999,28.520000,27.930000,28.480000,21.813940,37053200
+2012-04-13,28.350000,28.389999,28.080000,28.090000,21.515223,34480900
+2012-04-16,28.260000,28.549999,28.139999,28.410000,21.760326,37480000
+2012-04-17,28.450001,28.780001,28.410000,28.469999,21.806278,61288000
+2012-04-18,27.580000,28.110001,27.459999,27.950001,21.407993,72249100
+2012-04-19,27.870001,28.090000,27.440001,27.690001,21.208843,43035900
+2012-04-20,27.719999,27.969999,27.570000,27.600000,21.139908,38058500
+2012-04-23,27.330000,27.570000,27.240000,27.450001,21.025021,37791200
+2012-04-24,27.350000,27.600000,27.240000,27.309999,20.917786,35010600
+2012-04-25,27.430000,27.910000,27.350000,27.860001,21.339064,40854600
+2012-04-26,27.799999,28.299999,27.750000,28.219999,21.614796,46644900
+2012-04-27,28.110001,28.530001,28.100000,28.379999,21.737347,33310200
+2012-04-30,28.420000,28.540001,28.290001,28.400000,21.752663,28810500
+2012-05-01,28.469999,29.049999,28.370001,28.950001,22.173929,43316200
+2012-05-02,28.820000,29.270000,28.719999,29.180000,22.350098,40434700
+2012-05-03,29.260000,29.270000,28.420000,28.559999,22.033779,41219000
+2012-05-04,28.320000,28.379999,27.840000,27.900000,21.524599,34573600
+2012-05-07,27.830000,27.980000,27.650000,27.760000,21.416590,37385900
+2012-05-08,27.480000,27.600000,27.010000,27.370001,21.115705,53087400
+2012-05-09,27.080000,27.350000,26.750000,27.190001,20.976839,40599300
+2012-05-10,27.340000,27.459999,26.959999,27.240000,21.015415,36239000
+2012-05-11,27.260000,27.950001,27.200001,27.629999,21.316298,34937400
+2012-05-14,27.350000,27.400000,26.879999,27.020000,20.845686,39447300
+2012-05-15,27.049999,27.250000,26.820000,26.879999,20.737673,35712100
+2012-05-16,26.910000,26.990000,26.490000,26.500000,20.444511,44629300
+2012-05-17,26.469999,26.660000,26.190001,26.190001,20.205351,31503200
+2012-05-18,26.240000,26.570000,26.049999,26.070000,20.112768,43444900
+2012-05-21,26.059999,26.190001,25.680000,26.150000,20.174488,41389400
+2012-05-22,26.270000,26.280001,25.780001,26.030001,20.081907,46037700
+2012-05-23,25.469999,25.510000,24.920000,25.440001,19.626732,61969600
+2012-05-24,25.570000,25.780001,25.309999,25.650000,19.788740,37129200
+2012-05-25,25.719999,25.850000,25.570000,25.740000,19.858171,19122200
+2012-05-29,26.040001,26.320000,25.860001,26.090000,20.128201,35052800
+2012-05-30,25.900000,26.190001,25.799999,26.129999,20.159054,33089800
+2012-05-31,25.780001,26.070000,25.700001,25.840000,19.935324,42240200
+2012-06-01,25.400000,25.709999,25.120001,25.139999,19.395287,40246400
+2012-06-04,25.280001,25.360001,24.840000,25.040001,19.318138,39903700
+2012-06-05,25.040001,25.570000,25.000000,25.430000,19.619022,29491300
+2012-06-06,25.510000,26.110001,25.430000,26.070000,20.112768,33553600
+2012-06-07,26.370001,26.430000,25.889999,25.940001,20.012480,29534200
+2012-06-08,25.879999,26.480000,25.850000,26.410000,20.375078,26750500
+2012-06-11,26.549999,26.629999,25.959999,25.990000,20.051044,28041300
+2012-06-12,26.120001,26.540001,26.049999,26.520000,20.459948,29132000
+2012-06-13,26.459999,26.870001,26.340000,26.540001,20.475370,30496500
+2012-06-14,26.580000,27.059999,26.420000,26.980000,20.814829,38301200
+2012-06-15,27.020000,27.440001,26.879999,27.340000,21.092566,51838900
+2012-06-18,27.290001,27.610001,27.219999,27.420000,21.154285,30432300
+2012-06-19,27.590000,27.629999,27.250000,27.510000,21.223726,30060200
+2012-06-20,27.480000,27.750000,27.379999,27.639999,21.324013,28164900
+2012-06-21,27.510000,27.590000,26.610001,26.709999,20.606527,47571100
+2012-06-22,26.879999,26.959999,26.670000,26.940001,20.783972,100360700
+2012-06-25,26.600000,26.650000,25.879999,26.049999,20.097340,41787800
+2012-06-26,26.160000,26.280001,25.740000,26.010000,20.066484,34935400
+2012-06-27,26.110001,26.340000,26.059999,26.219999,20.228495,23642100
+2012-06-28,26.000000,26.030001,25.450001,25.830000,19.927612,40166600
+2012-06-29,26.280001,26.650000,26.209999,26.650000,20.560236,35082300
+2012-07-02,26.510000,26.730000,26.389999,26.670000,20.575666,21739700
+2012-07-03,26.719999,26.860001,26.559999,26.860001,20.722250,12515500
+2012-07-05,26.809999,26.840000,26.370001,26.549999,20.483084,20324500
+2012-07-06,26.440001,26.500000,25.930000,26.160000,20.182205,32515300
+2012-07-09,26.049999,26.209999,25.809999,26.170000,20.189919,27910200
+2012-07-10,25.850000,26.420000,25.440001,25.559999,19.719311,47231600
+2012-07-11,25.570000,25.620001,25.219999,25.389999,19.588160,34809100
+2012-07-12,25.160000,25.170000,24.680000,24.740000,19.086693,53147600
+2012-07-13,24.799999,25.389999,24.760000,25.250000,19.480146,35972100
+2012-07-16,25.230000,25.309999,25.000000,25.129999,19.387573,36984500
+2012-07-17,25.330000,25.660000,24.850000,25.379999,19.580444,63631500
+2012-07-18,25.200001,26.420000,25.049999,26.209999,20.220781,67503500
+2012-07-19,26.350000,26.350000,25.820000,26.059999,20.105061,36555800
+2012-07-20,25.870001,26.000000,25.500000,25.520000,19.688456,48844000
+2012-07-23,25.049999,25.360001,24.799999,25.260000,19.487862,36378200
+2012-07-24,25.190001,25.219999,24.790001,25.010000,19.294991,33637600
+2012-07-25,25.020000,25.530001,25.000000,25.129999,19.387573,34407600
+2012-07-26,25.590000,25.840000,25.340000,25.500000,19.673019,37808200
+2012-07-27,25.680000,26.070000,25.469999,26.020000,20.074192,33344000
+2012-07-30,25.980000,26.200001,25.680000,25.760000,19.873615,25878100
+2012-07-31,25.760000,26.040001,25.700001,25.700001,19.827318,26616900
+2012-08-01,25.830000,26.000000,25.670000,25.930000,20.004763,29207700
+2012-08-02,25.740000,26.260000,25.680000,25.910000,19.989332,34309900
+2012-08-03,26.250000,26.350000,25.980000,26.230000,20.413486,30692600
+2012-08-06,26.219999,26.559999,26.200001,26.309999,20.475742,24613200
+2012-08-07,26.459999,26.639999,26.350000,26.500000,20.623606,27077800
+2012-08-08,26.480000,26.740000,26.299999,26.600000,20.701429,27034400
+2012-08-09,26.639999,26.889999,26.570000,26.700001,20.779253,26465300
+2012-08-10,26.700001,26.900000,26.530001,26.879999,20.919338,24930300
+2012-08-13,26.760000,26.830000,26.410000,26.690001,20.771479,23619700
+2012-08-14,26.799999,26.809999,26.379999,26.480000,20.608042,27470400
+2012-08-15,26.230000,26.469999,26.190001,26.270000,20.444614,26081000
+2012-08-16,26.440001,26.650000,26.340000,26.590000,20.693645,25699700
+2012-08-17,26.570000,26.629999,26.209999,26.330000,20.491299,30376900
+2012-08-20,26.219999,26.330000,26.100000,26.230000,20.413486,25600800
+2012-08-21,26.330000,26.340000,25.990000,26.110001,20.320086,31661300
+2012-08-22,25.889999,26.010000,25.660000,25.730000,20.024355,33619400
+2012-08-23,25.580000,25.590000,24.930000,25.040001,19.487362,51397600
+2012-08-24,25.049999,25.070000,24.700001,24.910000,19.386192,45187500
+2012-08-27,24.860001,24.940001,24.750000,24.840000,19.331713,34424700
+2012-08-28,24.790001,25.010000,24.680000,25.000000,19.456230,33119500
+2012-08-29,24.930000,24.959999,24.540001,24.670000,19.199413,60462600
+2012-08-30,24.570000,24.639999,24.150000,24.270000,18.888111,37182200
+2012-08-31,24.500000,25.000000,24.480000,24.830000,19.323931,43447800
+2012-09-04,25.030001,25.059999,24.270000,24.420000,19.004847,40688000
+2012-09-05,24.400000,24.780001,24.190001,24.389999,18.981497,38595800
+2012-09-06,24.469999,25.100000,24.459999,25.100000,19.534056,40187600
+2012-09-07,24.129999,24.700001,24.010000,24.190001,18.825846,86282100
+2012-09-10,23.950001,24.600000,23.170000,23.260000,18.102081,80584600
+2012-09-11,23.299999,23.650000,23.200001,23.340000,18.164339,54237700
+2012-09-12,23.389999,23.580000,23.059999,23.190001,18.047600,44862700
+2012-09-13,23.010000,23.410000,22.830000,23.360001,18.179907,52998300
+2012-09-14,23.450001,23.540001,23.230000,23.370001,18.187689,47983700
+2012-09-17,23.290001,23.440001,23.160000,23.309999,18.140991,36169000
+2012-09-18,23.309999,23.520000,23.139999,23.370001,18.187689,41948200
+2012-09-19,23.500000,23.510000,23.139999,23.150000,18.016478,39459800
+2012-09-20,23.090000,23.180000,22.990000,23.180000,18.039814,33083000
+2012-09-21,23.219999,23.270000,23.010000,23.129999,18.000910,56246600
+2012-09-24,22.930000,22.950001,22.520000,22.799999,17.744083,48846500
+2012-09-25,22.950001,22.969999,22.510000,22.540001,17.541742,49535100
+2012-09-26,22.570000,22.750000,22.480000,22.650000,17.627350,49734700
+2012-09-27,22.760000,23.139999,22.650000,23.090000,17.969778,43872200
+2012-09-28,23.059999,23.059999,22.590000,22.660000,17.635126,47920800
+2012-10-01,22.750000,23.170000,22.680000,22.760000,17.712954,55261300
+2012-10-02,22.889999,23.000000,22.660000,22.840000,17.775213,36381100
+2012-10-03,22.860001,22.969999,22.490000,22.549999,17.549520,49772700
+2012-10-04,22.580000,22.620001,22.270000,22.469999,17.487257,52980100
+2012-10-05,22.660000,22.900000,22.580000,22.680000,17.650698,38344600
+2012-10-08,22.620001,22.620001,22.400000,22.510000,17.518393,29698200
+2012-10-09,22.160000,22.190001,21.850000,21.900000,17.043665,66317400
+2012-10-10,21.900000,22.000000,21.700001,21.760000,16.934704,47188900
+2012-10-11,21.870001,21.879999,21.520000,21.680000,16.872444,36817700
+2012-10-12,21.580000,21.850000,21.400000,21.480000,16.716793,46274000
+2012-10-15,21.530001,21.900000,21.500000,21.730000,16.911358,49513800
+2012-10-16,21.990000,22.469999,21.950001,22.350000,17.393877,80707000
+2012-10-17,21.270000,21.980000,21.270000,21.790001,16.958052,99053800
+2012-10-18,21.820000,21.860001,21.600000,21.670000,16.864662,42921800
+2012-10-19,21.670000,21.690001,21.219999,21.270000,16.553366,55622300
+2012-10-22,21.400000,21.570000,21.299999,21.459999,16.701237,36500300
+2012-10-23,21.320000,21.770000,21.299999,21.590000,16.802404,47194400
+2012-10-24,21.730000,21.740000,21.410000,21.459999,16.701237,33237800
+2012-10-25,21.580000,21.750000,21.510000,21.690001,16.880226,79226400
+2012-10-26,21.770000,22.020000,21.600000,21.950001,17.082577,92415400
+2012-10-31,22.010000,22.090000,21.590000,21.629999,16.833529,40612800
+2012-11-01,21.760000,22.410000,21.719999,22.260000,17.323828,50359300
+2012-11-02,22.389999,22.540001,22.020000,22.059999,17.168179,51737600
+2012-11-05,22.020000,22.110001,21.719999,21.840000,17.172113,48797400
+2012-11-06,21.730000,22.000000,21.629999,21.730000,17.085619,49860500
+2012-11-07,21.540001,21.549999,20.900000,20.910000,16.440884,70960100
+2012-11-08,20.900000,21.129999,20.820000,20.830000,16.377975,38090000
+2012-11-09,20.809999,21.139999,20.799999,20.799999,16.354389,35017900
+2012-11-12,20.879999,20.910000,20.650000,20.770000,16.330803,27267000
+2012-11-13,20.570000,20.820000,20.180000,20.280001,15.945535,56379200
+2012-11-14,20.420000,20.500000,19.950001,19.959999,15.693925,58961300
+2012-11-15,20.010000,20.290001,19.980000,20.030001,15.748968,45733800
+2012-11-16,20.070000,20.260000,19.770000,20.190001,15.874767,50855500
+2012-11-19,19.990000,20.450001,19.730000,20.250000,15.921941,69433800
+2012-11-20,19.879999,19.879999,19.350000,19.510000,15.340102,85743300
+2012-11-21,19.520000,19.549999,19.230000,19.360001,15.222164,95636000
+2012-11-23,19.530001,19.840000,19.510000,19.719999,15.505219,51711900
+2012-11-26,19.690001,19.920000,19.620001,19.889999,15.638882,67047900
+2012-11-27,19.950001,20.190001,19.920000,19.930000,15.670334,44893200
+2012-11-28,19.889999,20.110001,19.639999,20.090000,15.796135,43226300
+2012-11-29,19.830000,20.040001,19.459999,19.530001,15.355834,64926300
+2012-11-30,19.629999,19.770000,19.420000,19.570000,15.387282,51427800
+2012-12-03,19.879999,19.920000,19.500000,19.540001,15.363695,50637000
+2012-12-04,19.629999,20.049999,19.610001,19.969999,15.701790,57942400
+2012-12-05,19.940001,20.020000,19.740000,19.850000,15.607438,45847000
+2012-12-06,19.990000,20.290001,19.969999,20.160000,15.851180,46291200
+2012-12-07,20.330000,20.360001,20.030001,20.160000,15.851180,41701200
+2012-12-10,20.150000,20.170000,19.980000,20.080000,15.788275,27273200
+2012-12-11,20.160000,20.740000,20.150000,20.650000,16.236454,51036500
+2012-12-12,20.860001,20.990000,20.540001,20.670000,16.252178,48354700
+2012-12-13,20.629999,20.920000,20.440001,20.490000,16.110645,41607600
+2012-12-14,20.520000,20.740000,20.350000,20.530001,16.142101,34149500
+2012-12-17,20.549999,20.690001,20.360001,20.570000,16.173552,34959900
+2012-12-18,20.680000,20.990000,20.570000,20.959999,16.480194,41601200
+2012-12-19,21.070000,21.309999,20.860001,21.100000,16.590273,52804600
+2012-12-20,21.209999,21.240000,20.879999,21.030001,16.535236,34005500
+2012-12-21,20.660000,20.850000,20.480000,20.770000,16.330803,61993100
+2012-12-24,20.650000,20.730000,20.510000,20.639999,16.228584,14193100
+2012-12-26,20.740000,20.930000,20.639999,20.650000,16.236454,22488700
+2012-12-27,20.700001,20.760000,20.309999,20.510000,16.126368,31704300
+2012-12-28,20.350000,20.490000,20.209999,20.230000,15.906215,25906900
+2012-12-31,20.250000,20.660000,20.160000,20.620001,16.212862,41139500
+2013-01-02,21.150000,21.379999,21.049999,21.379999,16.810431,47623000
+2013-01-03,21.400000,21.480000,21.139999,21.320000,16.763250,41054100
+2013-01-04,21.360001,21.389999,21.049999,21.160000,16.637445,30142500
+2013-01-07,21.280001,21.450001,21.180000,21.250000,16.708218,36352100
+2013-01-08,21.230000,21.559999,21.020000,21.090000,16.582409,48672000
+2013-01-09,21.219999,21.469999,21.200001,21.450001,16.865463,34290000
+2013-01-10,21.610001,21.820000,21.530001,21.799999,17.140657,44621600
+2013-01-11,21.799999,22.070000,21.770000,22.000000,17.297913,44944700
+2013-01-14,21.980000,22.129999,21.750000,22.000000,17.297913,35724500
+2013-01-15,21.950001,22.129999,21.780001,21.879999,17.203560,33990300
+2013-01-16,21.910000,22.200001,21.850000,22.110001,17.384403,36763700
+2013-01-17,22.120001,23.059999,22.110001,22.680000,17.832575,101020600
+2013-01-18,21.360001,21.440001,21.030001,21.250000,16.708218,143760400
+2013-01-22,21.280001,21.290001,21.030001,21.170000,16.645309,51127400
+2013-01-23,21.200001,21.219999,21.040001,21.110001,16.598133,42432300
+2013-01-24,21.100000,21.180000,20.930000,20.950001,16.472330,58396800
+2013-01-25,21.040001,21.070000,20.879999,20.959999,16.480194,107632800
+2013-01-28,21.010000,21.090000,20.990000,21.049999,16.550957,105398300
+2013-01-29,21.090000,21.299999,21.010000,21.280001,16.731800,105703100
+2013-01-30,21.290001,21.459999,21.219999,21.370001,16.802563,34151300
+2013-01-31,21.299999,21.320000,21.020000,21.040001,16.543100,36534100
+2013-02-01,21.190001,21.360001,21.090000,21.360001,16.794703,31867100
+2013-02-04,21.299999,21.379999,21.150000,21.160000,16.637445,38345600
+2013-02-05,21.139999,21.330000,21.059999,21.180000,16.832153,30076500
+2013-02-06,21.160000,21.200001,20.910000,20.990000,16.681156,32361000
+2013-02-07,20.969999,20.969999,20.700001,20.809999,16.538107,41015200
+2013-02-08,20.900000,21.090000,20.879999,21.000000,16.689104,28150100
+2013-02-11,21.000000,21.059999,20.920000,21.030001,16.712946,18897200
+2013-02-12,21.030001,21.250000,20.990000,21.190001,16.840105,28391400
+2013-02-13,21.219999,21.299999,21.150000,21.250000,16.887789,21267200
+2013-02-14,21.129999,21.280001,21.059999,21.230000,16.871889,35262200
+2013-02-15,21.230000,21.299999,20.990000,21.120001,16.784477,33809100
+2013-02-19,21.180000,21.209999,21.059999,21.090000,16.760630,31061600
+2013-02-20,21.090000,21.100000,20.700001,20.730000,16.474531,46119800
+2013-02-21,20.750000,20.760000,20.120001,20.250000,16.093063,60754500
+2013-02-22,20.320000,20.490000,20.100000,20.420000,16.228165,34534800
+2013-02-25,20.570000,20.650000,20.230000,20.230000,16.077173,41525600
+2013-02-26,20.490000,20.850000,20.410000,20.580000,16.355324,67247100
+2013-02-27,20.600000,21.040001,20.510000,20.930000,16.633478,46966600
+2013-02-28,20.910000,21.080000,20.820000,20.879999,16.593735,34808000
+2013-03-01,20.790001,21.190001,20.660000,21.030001,16.712946,45695700
+2013-03-04,21.160000,21.290001,20.959999,21.270000,16.903681,47545800
+2013-03-05,21.340000,21.590000,21.299999,21.510000,17.094418,38796400
+2013-03-06,21.530001,21.790001,21.510000,21.750000,17.285143,37188900
+2013-03-07,21.799999,21.990000,21.750000,21.889999,17.396410,42380000
+2013-03-08,21.950001,22.040001,21.469999,21.580000,17.150040,44990500
+2013-03-11,21.530001,21.740000,21.280001,21.690001,17.237461,42148200
+2013-03-12,21.660000,21.730000,21.450001,21.639999,17.197721,28617300
+2013-03-13,21.559999,21.700001,21.459999,21.660000,17.213619,24617400
+2013-03-14,21.740000,21.850000,21.510000,21.650000,17.205669,28836500
+2013-03-15,21.610001,21.700001,21.270000,21.379999,16.991100,52949600
+2013-03-18,21.240000,21.490000,21.190001,21.260000,16.895735,35154400
+2013-03-19,21.260000,21.360001,21.010000,21.139999,16.800364,42546000
+2013-03-20,21.309999,21.360001,21.110001,21.180000,16.832153,29919000
+2013-03-21,21.010000,21.139999,20.900000,21.040001,16.720898,32607200
+2013-03-22,21.150000,21.340000,21.080000,21.330000,16.951359,30803200
+2013-03-25,21.389999,21.420000,21.080000,21.150000,16.808306,32740700
+2013-03-26,21.280001,21.770000,21.250000,21.770000,17.301039,39548500
+2013-03-27,21.620001,21.980000,21.510000,21.830000,17.348724,45370900
+2013-03-28,21.850000,21.910000,21.600000,21.840000,17.356670,33336700
+2013-04-01,21.670000,21.700001,21.320000,21.430000,17.030838,33718100
+2013-04-02,21.520000,21.580000,21.320000,21.459999,17.054676,28166700
+2013-04-03,21.450001,21.500000,21.010000,21.049999,16.728838,36620800
+2013-04-04,21.049999,21.190001,20.959999,21.139999,16.800364,28702500
+2013-04-05,20.940001,20.969999,20.750000,20.940001,16.641424,36721600
+2013-04-08,20.889999,21.090000,20.799999,21.090000,16.760630,34213000
+2013-04-09,21.110001,21.889999,21.059999,21.750000,17.285143,61518700
+2013-04-10,21.719999,22.420000,21.709999,22.260000,17.690453,67102900
+2013-04-11,21.730000,21.910000,21.490000,21.830000,17.348724,59295600
+2013-04-12,21.740000,21.799999,21.469999,21.680000,17.229511,34028000
+2013-04-15,21.500000,21.709999,21.360001,21.379999,16.991100,38459200
+2013-04-16,21.469999,21.930000,21.420000,21.920000,17.420242,64767000
+2013-04-17,21.790001,22.139999,21.570000,21.930000,17.428192,79461200
+2013-04-18,22.049999,22.400000,21.900000,22.240000,17.674559,76237300
+2013-04-19,22.270000,22.450001,22.209999,22.440001,17.833498,49101000
+2013-04-22,22.480000,22.940001,22.350000,22.879999,18.183184,52817000
+2013-04-23,22.980000,23.450001,22.930000,23.379999,18.580536,62494100
+2013-04-24,23.280001,23.790001,23.250000,23.660000,18.803055,54282000
+2013-04-25,23.650000,23.870001,23.320000,23.379999,18.580536,109178000
+2013-04-26,23.309999,23.559999,23.139999,23.400000,18.596432,101377300
+2013-04-29,23.440001,23.830000,23.400000,23.760000,18.882524,102141600
+2013-04-30,23.719999,24.000000,23.639999,23.950001,19.033524,41468900
+2013-05-01,23.820000,24.170000,23.809999,23.990000,19.065313,38373800
+2013-05-02,23.730000,24.150000,23.670000,24.110001,19.160681,33486300
+2013-05-03,24.219999,24.219999,23.950001,23.959999,19.220842,30085800
+2013-05-06,24.170000,24.209999,23.850000,23.910000,19.180738,31009100
+2013-05-07,23.969999,24.250000,23.940001,24.150000,19.373268,38605600
+2013-05-08,24.040001,24.290001,23.959999,24.250000,19.453487,24900600
+2013-05-09,24.200001,24.570000,24.100000,24.360001,19.541725,31333900
+2013-05-10,24.420000,24.540001,24.350000,24.500000,19.654041,22554800
+2013-05-13,24.410000,24.490000,24.030001,24.080000,19.317112,28535200
+2013-05-14,24.080000,24.170000,23.780001,23.840000,19.124584,36694400
+2013-05-15,23.889999,24.200001,23.809999,24.200001,19.413376,33568900
+2013-05-16,24.059999,24.400000,23.930000,23.940001,19.204803,29812900
+2013-05-17,24.120001,24.219999,23.900000,24.040001,19.285019,36277400
+2013-05-20,24.080000,24.250000,24.000000,24.080000,19.317112,31324400
+2013-05-21,24.100000,24.250000,24.000000,24.150000,19.373268,37917900
+2013-05-22,24.129999,24.530001,23.940001,24.070000,19.309092,49686400
+2013-05-23,23.879999,24.120001,23.840000,24.049999,19.293043,38132900
+2013-05-24,23.920000,24.040001,23.580000,23.920000,19.188759,30861700
+2013-05-28,24.160000,24.400000,24.000000,24.080000,19.317112,31153700
+2013-05-29,23.959999,24.379999,23.889999,24.270000,19.469534,31653900
+2013-05-30,24.280001,24.500000,24.209999,24.209999,19.421402,26299900
+2013-05-31,24.230000,24.709999,24.129999,24.280001,19.477554,47793200
+2013-06-03,24.879999,25.450001,24.830000,25.240000,20.247669,76493500
+2013-06-04,25.559999,25.980000,25.350000,25.360001,20.343935,68515500
+2013-06-05,25.110001,25.280001,24.650000,24.700001,19.814480,53335200
+2013-06-06,24.750000,24.940001,24.270000,24.650000,19.774372,40020000
+2013-06-07,24.400000,24.700001,24.219999,24.590000,19.726236,35539400
+2013-06-10,24.709999,25.090000,24.639999,25.010000,20.063158,29780800
+2013-06-11,24.830000,25.080000,24.629999,24.709999,19.822500,27077800
+2013-06-12,24.959999,25.000000,24.410000,24.459999,19.621946,24535200
+2013-06-13,24.459999,25.010000,24.400000,24.990000,20.047119,27707000
+2013-06-14,25.020000,25.139999,24.840000,24.920000,19.990961,24762700
+2013-06-17,25.110001,25.350000,24.910000,25.100000,20.135366,42643200
+2013-06-18,25.070000,25.650000,25.070000,25.469999,20.432178,36674300
+2013-06-19,25.490000,25.680000,25.000000,25.000000,20.055141,28843900
+2013-06-20,24.730000,24.750000,24.100000,24.190001,19.405355,63565700
+2013-06-21,24.309999,24.350000,24.090000,24.200001,19.413376,67754000
+2013-06-24,24.080000,24.219999,23.410000,23.580000,18.916008,49145200
+2013-06-25,23.830000,23.940001,23.570000,23.879999,19.156672,34571300
+2013-06-26,24.200001,24.240000,23.889999,24.010000,19.260956,33645000
+2013-06-27,24.100000,24.350000,24.010000,24.049999,19.293043,25564500
+2013-06-28,23.930000,24.410000,23.730000,24.230000,19.437439,80413900
+2013-07-01,24.350000,24.420000,23.840000,23.889999,19.164688,29698200
+2013-07-02,23.870001,24.040001,23.540001,23.719999,19.028320,28290100
+2013-07-03,23.700001,23.900000,23.450001,23.760000,19.060400,18167200
+2013-07-05,23.950001,24.080000,23.680000,24.059999,19.301069,17830400
+2013-07-08,23.860001,23.910000,23.030001,23.190001,18.603149,68826600
+2013-07-09,23.299999,23.420000,23.110001,23.139999,18.563034,34739800
+2013-07-10,23.139999,23.299999,22.639999,23.250000,18.651283,50037500
+2013-07-11,23.559999,24.000000,23.469999,23.990000,19.244911,41313800
+2013-07-12,23.950001,24.000000,23.650000,23.900000,19.172710,34561900
+2013-07-15,23.840000,23.969999,23.760000,23.940001,19.204803,25650100
+2013-07-16,24.000000,24.299999,23.900000,24.250000,19.453487,34496100
+2013-07-17,24.299999,24.430000,24.040001,24.150000,19.373268,44084200
+2013-07-18,23.469999,23.610001,23.160000,23.240000,18.643263,77863900
+2013-07-19,23.110001,23.150000,22.809999,23.040001,18.482817,45866700
+2013-07-22,23.070000,23.120001,22.730000,22.770000,18.266226,35890900
+2013-07-23,22.850000,22.990000,22.639999,22.750000,18.250185,28521400
+2013-07-24,22.930000,23.000000,22.629999,22.930000,18.394579,33432700
+2013-07-25,22.850000,23.059999,22.820000,23.059999,18.498863,114558100
+2013-07-26,22.940001,23.260000,22.900000,23.260000,18.659304,110474500
+2013-07-29,23.170000,23.299999,23.070000,23.240000,18.643263,85543100
+2013-07-30,23.299999,23.500000,23.280001,23.379999,18.755569,28855200
+2013-07-31,23.370001,23.459999,23.260000,23.340000,18.723480,27679200
+2013-08-01,23.410000,23.490000,23.020000,23.200001,18.611172,37832700
+2013-08-02,23.180000,23.219999,23.000000,23.219999,18.627216,36242100
+2013-08-05,23.000000,23.020000,22.850000,22.920000,18.566465,20869000
+2013-08-06,22.879999,22.930000,22.709999,22.799999,18.469254,28843300
+2013-08-07,22.709999,22.790001,22.549999,22.700001,18.388250,23350900
+2013-08-08,22.750000,22.780001,22.410000,22.450001,18.185732,34792500
+2013-08-09,22.410000,22.549999,22.309999,22.510000,18.234343,25145400
+2013-08-12,22.480000,22.700001,22.450001,22.639999,18.339640,23520400
+2013-08-13,22.690001,22.700001,22.389999,22.520000,18.242443,26099200
+2013-08-14,22.400000,22.740000,22.350000,22.570000,18.282936,23202500
+2013-08-15,22.280001,22.410000,21.969999,22.030001,17.845514,40451200
+2013-08-16,22.059999,22.190001,21.889999,21.910000,17.748302,30079000
+2013-08-19,22.080000,22.700001,22.049999,22.280001,18.048025,43412200
+2013-08-20,22.309999,22.680000,22.299999,22.520000,18.242443,32084300
+2013-08-21,22.540001,22.580000,22.059999,22.170000,17.958925,32403300
+2013-08-22,22.260000,22.389999,22.170000,22.260000,18.031818,17380600
+2013-08-23,22.340000,22.570000,22.330000,22.440001,18.177631,23088700
+2013-08-26,22.400000,22.520000,22.230000,22.270000,18.039921,22267800
+2013-08-27,22.120001,22.219999,22.000000,22.190001,17.975121,37638500
+2013-08-28,22.200001,22.410000,22.129999,22.290001,18.056122,28090000
+2013-08-29,22.240000,22.430000,22.049999,22.059999,17.869812,28303500
+2013-08-30,22.240000,22.250000,21.900000,21.980000,17.805004,33896300
+2013-09-03,22.209999,22.240000,21.969999,22.070000,17.877911,26427300
+2013-09-04,22.379999,22.780001,22.280001,22.639999,18.339640,37941800
+2013-09-05,22.680000,22.730000,22.490000,22.600000,18.307245,22552800
+2013-09-06,22.690001,22.820000,22.400000,22.670000,18.363947,27606600
+2013-09-09,22.719999,23.030001,22.700001,22.910000,18.558355,27770600
+2013-09-10,23.070000,23.129999,22.930000,22.980000,18.615061,31705400
+2013-09-11,22.910000,22.980000,22.709999,22.809999,18.477356,45815300
+2013-09-12,22.780001,22.840000,22.600000,22.629999,18.331541,29517900
+2013-09-13,23.049999,23.459999,23.040001,23.440001,18.987688,61134800
+2013-09-16,23.629999,23.709999,23.350000,23.389999,18.947189,30088500
+2013-09-17,23.690001,23.889999,23.670000,23.740000,19.230703,37540700
+2013-09-18,23.850000,23.920000,23.559999,23.900000,19.360315,31975400
+2013-09-19,23.959999,24.090000,23.840000,23.910000,19.368418,28261400
+2013-09-20,23.940001,23.959999,23.570000,23.770000,19.255009,47069000
+2013-09-23,23.700001,23.850000,23.610001,23.620001,19.133501,22437100
+2013-09-24,23.580000,23.850000,23.580000,23.700001,19.198307,24410100
+2013-09-25,23.780001,23.809999,23.580000,23.700001,19.198307,19879900
+2013-09-26,23.750000,23.799999,23.200001,23.410000,18.963388,32003300
+2013-09-27,23.209999,23.389999,22.879999,22.980000,18.615061,28924100
+2013-09-30,22.719999,23.170000,22.600000,22.920000,18.566465,32489600
+2013-10-01,22.940001,23.040001,22.700001,22.830000,18.493559,25888800
+2013-10-02,22.709999,22.900000,22.670000,22.889999,18.542160,23205400
+2013-10-03,22.820000,22.840000,22.500000,22.600000,18.307245,34888500
+2013-10-04,22.600000,22.850000,22.600000,22.809999,18.477356,22550000
+2013-10-07,22.709999,23.000000,22.570000,22.830000,18.493559,21321300
+2013-10-08,22.870001,22.879999,22.480000,22.480000,18.210035,36111200
+2013-10-09,22.510000,22.959999,22.480000,22.590000,18.299145,40435400
+2013-10-10,22.990000,23.219999,22.920000,23.100000,18.712275,39189400
+2013-10-11,22.830000,23.260000,22.820000,23.260000,18.841875,24550600
+2013-10-14,23.090000,23.490000,23.030001,23.450001,18.995790,27176700
+2013-10-15,23.400000,23.590000,23.320000,23.389999,18.947189,42957700
+2013-10-16,23.260000,23.740000,23.219999,23.700001,19.198307,47723400
+2013-10-17,23.580000,23.940001,23.490000,23.920000,19.376518,28694900
+2013-10-18,23.860001,23.980000,23.680000,23.879999,19.344110,29579100
+2013-10-21,23.940001,24.170000,23.820000,24.139999,19.554728,35297600
+2013-10-22,24.170000,24.200001,24.010000,24.070000,19.498026,29010800
+2013-10-23,23.930000,24.049999,23.559999,23.740000,19.230703,31651100
+2013-10-24,23.860001,23.969999,23.780001,23.780001,19.263107,47590200
+2013-10-25,24.110001,24.240000,24.020000,24.240000,19.635733,59634700
+2013-10-28,24.180000,24.490000,24.170000,24.360001,19.732937,65581600
+2013-10-29,24.400000,24.670000,24.350000,24.520000,19.862553,29961700
+2013-10-30,24.530001,24.680000,24.400000,24.500000,19.846355,24091800
+2013-10-31,24.520000,24.730000,24.430000,24.469999,19.822048,30901400
+2013-11-01,24.510000,24.650000,24.219999,24.330000,19.708637,28302100
+2013-11-04,24.320000,24.400000,24.150000,24.260000,19.651936,26639800
+2013-11-05,23.920000,24.110001,23.770000,24.030001,19.647854,22849900
+2013-11-06,24.059999,24.309999,23.889999,24.250000,19.827734,25525700
+2013-11-07,24.370001,24.379999,24.000000,24.059999,19.672380,25631100
+2013-11-08,24.030001,24.120001,23.840000,24.090000,19.696907,31502900
+2013-11-11,24.040001,24.290001,23.930000,24.170000,19.762316,19236500
+2013-11-12,23.990000,24.500000,23.980000,24.430000,19.974901,37813500
+2013-11-13,24.250000,24.620001,24.200001,24.600000,20.113901,22990300
+2013-11-14,24.430000,24.500000,24.350000,24.389999,19.942194,20198900
+2013-11-15,24.400000,24.549999,24.250000,24.520000,20.048491,22866500
+2013-11-18,24.610001,24.700001,24.480000,24.600000,20.113901,24712500
+2013-11-19,24.740000,24.870001,24.610001,24.700001,20.195662,24870200
+2013-11-20,24.700001,24.820000,24.459999,24.559999,20.081202,20288600
+2013-11-21,24.610001,25.290001,24.520000,25.230000,20.629013,44050600
+2013-11-22,24.500000,24.510000,23.840000,23.870001,19.517025,77908100
+2013-11-25,24.020000,24.020000,23.500000,23.750000,19.418909,43389300
+2013-11-26,23.790001,23.840000,23.520000,23.650000,19.337145,30600800
+2013-11-27,23.639999,23.920000,23.520000,23.900000,19.541552,28419200
+2013-11-29,23.900000,23.990000,23.760000,23.840000,19.492500,13802900
+2013-12-02,24.000000,24.000000,23.650000,23.700001,19.378029,25685300
+2013-12-03,23.690001,23.730000,23.400000,23.549999,19.255379,35066400
+2013-12-04,23.520000,23.850000,23.520000,23.740000,19.410727,43501500
+2013-12-05,23.820000,24.350000,23.750000,24.260000,19.835903,45399100
+2013-12-06,24.969999,25.250000,24.750000,24.820000,20.293774,53871400
+2013-12-09,24.840000,25.080000,24.680000,24.930000,20.383722,29614700
+2013-12-10,24.889999,24.969999,24.660000,24.820000,20.293774,18203700
+2013-12-11,24.740000,24.879999,24.400000,24.420000,19.966724,24682400
+2013-12-12,24.719999,24.889999,24.420000,24.469999,20.007605,21917800
+2013-12-13,24.209999,24.490000,24.160000,24.290001,19.860430,20631200
+2013-12-16,24.330000,24.709999,24.330000,24.450001,19.991257,25061100
+2013-12-17,24.420000,24.770000,24.379999,24.660000,20.162956,28158500
+2013-12-18,24.709999,25.200001,24.530001,25.150000,20.563606,42680500
+2013-12-19,25.120001,25.240000,24.889999,25.139999,20.555431,31880600
+2013-12-20,25.110001,25.350000,25.040001,25.059999,20.490013,55380100
+2013-12-23,25.270000,25.430000,25.180000,25.320000,20.702599,28120800
+2013-12-24,25.379999,25.620001,25.350000,25.430000,20.792542,12157900
+2013-12-26,25.430000,25.700001,25.430000,25.700001,21.013302,16957000
+2013-12-27,25.750000,25.799999,25.480000,25.600000,20.931540,12970600
+2013-12-30,25.670000,25.850000,25.600000,25.850000,21.135950,19787200
+2013-12-31,25.809999,26.040001,25.770000,25.959999,21.225887,22808100
+2014-01-02,25.780001,25.820000,25.469999,25.790001,21.086889,31833300
+2014-01-03,25.860001,25.900000,25.600000,25.780001,21.078712,27796700
+2014-01-06,25.770000,25.790001,25.450001,25.459999,20.817074,28682300
+2014-01-07,25.540001,25.730000,25.469999,25.590000,20.923365,19665100
+2014-01-08,25.639999,25.709999,25.299999,25.430000,20.792542,29680500
+2014-01-09,25.420000,25.549999,25.250000,25.309999,20.694424,20878000
+2014-01-10,25.500000,25.850000,25.500000,25.530001,20.874306,30588800
+2014-01-13,25.629999,25.990000,25.420000,25.500000,20.849779,40274500
+2014-01-14,26.010000,26.549999,25.900000,26.510000,21.675583,74142900
+2014-01-15,26.719999,27.120001,26.610001,26.670000,21.806412,58277700
+2014-01-16,26.639999,26.740000,26.330000,26.540001,21.700123,48960800
+2014-01-17,25.360001,25.860001,25.250000,25.850000,21.135950,111758900
+2014-01-21,25.790001,25.799999,25.270000,25.590000,20.923365,42286400
+2014-01-22,25.389999,25.540001,25.150000,25.309999,20.694424,48749900
+2014-01-23,25.170000,25.250000,24.900000,25.129999,20.547251,40241000
+2014-01-24,24.879999,25.190001,24.790001,24.809999,20.285604,34838700
+2014-01-27,24.770000,24.990000,24.660000,24.719999,20.212021,32564900
+2014-01-28,24.709999,25.049999,24.570000,24.900000,20.359196,32453800
+2014-01-29,24.750000,24.959999,24.629999,24.680000,20.179308,27145700
+2014-01-30,24.750000,24.889999,24.540001,24.740000,20.228371,24610100
+2014-01-31,24.450001,24.650000,24.400000,24.540001,20.064842,28623300
+2014-02-03,24.500000,24.510000,23.889999,23.950001,19.582436,52868200
+2014-02-04,23.990000,24.040001,23.580000,23.820000,19.476143,50816300
+2014-02-05,23.700001,23.760000,23.500000,23.520000,19.414236,32476200
+2014-02-06,23.600000,24.080000,23.549999,23.990000,19.802193,28008400
+2014-02-07,24.200001,24.260000,23.770000,24.209999,19.983784,30808400
+2014-02-10,24.110001,24.370001,24.059999,24.290001,20.049822,24571300
+2014-02-11,24.350000,24.520000,24.330000,24.469999,20.198393,17911700
+2014-02-12,24.510000,24.690001,24.370001,24.549999,20.264437,25874100
+2014-02-13,24.430000,24.740000,24.309999,24.700001,20.388250,22922000
+2014-02-14,24.580000,24.760000,24.410000,24.760000,20.437777,20539700
+2014-02-18,24.670000,24.780001,24.549999,24.760000,20.437777,17738100
+2014-02-19,24.650000,24.719999,24.420000,24.500000,20.223166,25686000
+2014-02-20,24.540001,24.850000,24.500000,24.740000,20.421268,20193800
+2014-02-21,24.950001,24.959999,24.350000,24.420000,20.157125,30579800
+2014-02-24,24.510000,24.879999,24.410000,24.629999,20.330471,24145500
+2014-02-25,24.670000,24.709999,24.459999,24.620001,20.322214,21539100
+2014-02-26,24.740000,24.980000,24.610001,24.799999,20.470793,19820200
+2014-02-27,24.799999,24.799999,24.510000,24.760000,20.437777,20863900
+2014-02-28,24.790001,24.850000,24.570000,24.760000,20.437777,23482700
+2014-03-03,24.549999,24.590000,24.299999,24.500000,20.223166,25728500
+2014-03-04,24.719999,24.780001,24.500000,24.610001,20.313955,23661200
+2014-03-05,24.700001,24.709999,24.400000,24.500000,20.223166,21036200
+2014-03-06,24.570000,24.650000,24.379999,24.629999,20.330471,22371700
+2014-03-07,24.700001,24.850000,24.570000,24.639999,20.338728,25373400
+2014-03-10,24.610001,24.889999,24.580000,24.840000,20.503809,24908100
+2014-03-11,24.780001,24.850000,24.610001,24.730000,20.413012,26656800
+2014-03-12,24.650000,24.879999,24.610001,24.760000,20.437777,21244800
+2014-03-13,24.799999,25.000000,24.430000,24.570000,20.280941,26243300
+2014-03-14,24.480000,24.650000,24.400000,24.500000,20.223166,21807200
+2014-03-17,24.639999,24.820000,24.490000,24.700001,20.388250,18525800
+2014-03-18,24.680000,24.900000,24.549999,24.820000,20.487301,26344000
+2014-03-19,24.850000,25.250000,24.770000,25.020000,20.652391,34229400
+2014-03-20,25.000000,25.590000,24.940001,25.430000,20.990818,37009100
+2014-03-21,25.610001,25.680000,25.160000,25.170000,20.776207,56861900
+2014-03-24,25.209999,25.379999,24.920000,25.120001,20.734932,36950600
+2014-03-25,25.190001,25.670000,25.170000,25.459999,21.015579,32317400
+2014-03-26,25.590000,25.740000,25.320000,25.379999,20.949543,26442800
+2014-03-27,25.360001,25.750000,25.290001,25.309999,20.891764,27201100
+2014-03-28,25.410000,25.809999,25.320000,25.620001,21.147655,22884500
+2014-03-31,25.650000,26.059999,25.620001,25.809999,21.304482,29336300
+2014-04-01,25.799999,26.000000,25.639999,25.990000,21.453060,23778700
+2014-04-02,25.959999,26.049999,25.639999,25.889999,21.370516,22464700
+2014-04-03,26.150000,26.459999,26.139999,26.410000,21.799742,38581300
+2014-04-04,26.490000,26.730000,26.110001,26.160000,21.593382,47918000
+2014-04-07,26.299999,26.740000,26.200001,26.490000,21.865774,49813500
+2014-04-08,26.360001,26.980000,26.350000,26.910000,22.212460,56699500
+2014-04-09,26.930000,27.020000,26.730000,26.980000,22.270237,34481800
+2014-04-10,27.010000,27.090000,26.360001,26.430000,21.816250,40478200
+2014-04-11,26.270000,26.590000,26.170000,26.180000,21.609896,36121100
+2014-04-14,26.309999,26.650000,26.139999,26.559999,21.923559,26957900
+2014-04-15,26.510000,26.830000,26.360001,26.770000,22.096899,45074400
+2014-04-16,26.980000,27.240000,26.600000,26.930000,22.228975,59033600
+2014-04-17,26.879999,27.160000,26.790001,27.040001,22.319765,38108500
+2014-04-21,27.049999,27.049999,26.730000,26.950001,22.245476,20398600
+2014-04-22,26.910000,26.980000,26.660000,26.840000,22.154678,29601600
+2014-04-23,26.799999,26.969999,26.719999,26.750000,22.080395,25574300
+2014-04-24,26.809999,26.959999,26.639999,26.750000,22.080395,25432800
+2014-04-25,26.650000,26.719999,26.190001,26.260000,21.675926,33614400
+2014-04-28,26.170000,26.389999,26.010000,26.330000,21.733709,33472800
+2014-04-29,26.360001,26.660000,26.350000,26.480000,21.857525,22146000
+2014-04-30,26.320000,26.700001,26.219999,26.690001,22.030865,25863900
+2014-05-01,26.510000,26.670000,26.389999,26.450001,21.832756,19755200
+2014-05-02,26.559999,26.639999,26.400000,26.410000,21.799742,24235200
+2014-05-05,26.160000,26.260000,25.990000,26.170000,21.787254,20738900
+2014-05-06,26.160000,26.379999,26.000000,26.200001,21.812231,21818000
+2014-05-07,26.260000,26.450001,26.219999,26.370001,21.953758,24692800
+2014-05-08,26.320000,26.530001,26.219999,26.340000,21.928787,24166900
+2014-05-09,26.370001,26.410000,26.219999,26.299999,21.895485,20324400
+2014-05-12,26.410000,26.540001,26.299999,26.370001,21.953758,20607800
+2014-05-13,26.490000,26.540001,26.330000,26.450001,22.020363,20525000
+2014-05-14,26.490000,26.520000,26.330000,26.330000,21.920454,17811900
+2014-05-15,26.330000,26.500000,26.010000,26.010000,21.654051,31752700
+2014-05-16,26.049999,26.070000,25.740000,25.820000,21.495871,30017200
+2014-05-19,25.750000,26.090000,25.750000,26.040001,21.679026,22679600
+2014-05-20,26.020000,26.170000,25.879999,26.040001,21.679026,22292600
+2014-05-21,26.100000,26.250000,26.000000,26.200001,21.812231,18721300
+2014-05-22,26.209999,26.270000,26.080000,26.150000,21.770607,15926500
+2014-05-23,26.150000,26.299999,26.139999,26.290001,21.887159,17172200
+2014-05-27,26.330000,26.740000,26.180000,26.709999,22.236820,27271900
+2014-05-28,26.700001,26.940001,26.660000,26.879999,22.378347,27150100
+2014-05-29,26.910000,26.959999,26.719999,26.959999,22.444950,20638900
+2014-05-30,26.940001,27.320000,26.930000,27.320000,22.744663,43641000
+2014-06-02,27.309999,27.350000,27.120001,27.260000,22.694714,20264900
+2014-06-03,27.219999,27.700001,27.120001,27.660000,23.027723,33256300
+2014-06-04,27.510000,27.760000,27.500000,27.600000,22.977768,21612500
+2014-06-05,27.559999,27.660000,27.430000,27.660000,23.027723,26546200
+2014-06-06,27.780001,28.209999,27.730000,28.170000,23.452307,34795600
+2014-06-09,28.100000,28.420000,27.830000,27.910000,23.235853,39933000
+2014-06-10,27.850000,28.330000,27.719999,28.240000,23.510590,34256900
+2014-06-11,28.139999,28.209999,27.799999,27.930000,23.252504,27747700
+2014-06-12,27.860001,28.100000,27.770000,27.959999,23.277477,31211400
+2014-06-13,29.750000,30.059999,29.559999,29.870001,24.867607,122194300
+2014-06-16,29.719999,30.150000,29.670000,30.010000,24.984159,36407800
+2014-06-17,29.879999,30.100000,29.840000,29.950001,24.934210,28440600
+2014-06-18,29.879999,29.980000,29.670000,29.930000,24.917559,34412300
+2014-06-19,29.969999,30.090000,29.889999,30.090000,25.050764,27166600
+2014-06-20,30.070000,30.200001,30.030001,30.200001,25.142345,39826400
+2014-06-23,30.100000,30.309999,29.850000,30.230000,25.167318,26528900
+2014-06-24,30.160000,30.830000,30.090000,30.500000,25.392096,53397600
+2014-06-25,30.480000,31.000000,30.450001,30.879999,25.708462,44293300
+2014-06-26,30.809999,30.900000,30.610001,30.780001,25.625208,26722300
+2014-06-27,30.870001,31.000000,30.700001,30.930000,25.750086,30776300
+2014-06-30,30.870001,31.000000,30.660000,30.900000,25.725109,21558400
+2014-07-01,30.990000,31.090000,30.870001,30.980000,25.791712,28240000
+2014-07-02,30.990000,31.049999,30.799999,30.980000,25.791712,16831200
+2014-07-03,31.080000,31.360001,31.020000,31.139999,25.924915,20437600
+2014-07-07,31.090000,31.200001,30.920000,31.030001,25.833344,22233400
+2014-07-08,31.000000,31.080000,30.700001,30.790001,25.633530,37608700
+2014-07-09,30.840000,30.980000,30.690001,30.889999,25.716785,28302400
+2014-07-10,30.600000,31.330000,30.440001,31.260000,26.024824,32455100
+2014-07-11,31.260000,31.450001,31.040001,31.250000,26.016499,20045000
+2014-07-14,31.410000,31.580000,31.340000,31.490000,26.216299,24244600
+2014-07-15,31.580000,31.799999,31.160000,31.709999,26.399462,61006100
+2014-07-16,33.310001,34.740002,33.209999,34.650002,28.847094,135834600
+2014-07-17,34.200001,34.360001,33.630001,33.700001,28.056196,70591100
+2014-07-18,33.799999,33.840000,33.389999,33.700001,28.056196,46528800
+2014-07-21,33.549999,34.230000,33.540001,34.060001,28.355900,32097200
+2014-07-22,34.160000,34.830002,34.070000,34.790001,28.963644,42915100
+2014-07-23,34.680000,34.709999,34.299999,34.500000,28.722216,26077000
+2014-07-24,34.380001,34.669998,34.099998,34.250000,28.514082,33180400
+2014-07-25,34.150002,34.369999,33.930000,34.250000,28.514082,31614000
+2014-07-28,34.230000,34.320000,33.880001,34.230000,28.497431,30972200
+2014-07-29,34.270000,34.369999,34.090000,34.189999,28.464127,26141700
+2014-07-30,34.310001,34.570000,34.040001,34.349998,28.597340,32782800
+2014-07-31,34.090000,34.250000,33.810001,33.889999,28.214376,35431200
+2014-08-01,33.750000,34.029999,33.610001,33.740002,28.089495,33472400
+2014-08-04,33.790001,34.090000,33.549999,34.049999,28.347569,27250100
+2014-08-05,33.759998,33.779999,32.599998,32.820000,27.505318,49845100
+2014-08-06,32.599998,33.189999,32.389999,32.849998,27.530458,27923900
+2014-08-07,32.930000,33.150002,32.540001,32.680000,27.387989,27820100
+2014-08-08,32.779999,33.000000,32.540001,32.599998,27.320940,35484000
+2014-08-11,32.820000,33.240002,32.810001,33.020000,27.672930,27718600
+2014-08-12,32.910000,33.150002,32.680000,33.130001,27.765118,24805600
+2014-08-13,33.240002,34.150002,33.230000,34.099998,28.578045,36291000
+2014-08-14,34.049999,34.230000,33.740002,33.939999,28.443956,25458000
+2014-08-15,34.099998,34.209999,33.709999,34.169998,28.636705,28577600
+2014-08-18,34.259998,34.470001,33.980000,34.410000,28.837847,27232200
+2014-08-19,34.500000,34.500000,34.250000,34.340000,28.779179,29281900
+2014-08-20,34.230000,34.509998,34.180000,34.500000,28.913273,27140300
+2014-08-21,34.459999,35.189999,34.450001,35.150002,29.458015,37164900
+2014-08-22,35.200001,35.200001,34.910000,34.939999,29.282019,21196700
+2014-08-25,35.090000,35.150002,34.650002,34.810001,29.173069,18614500
+2014-08-26,34.790001,35.049999,34.689999,34.799999,29.164684,19664700
+2014-08-27,34.889999,34.939999,34.630001,34.790001,29.156305,17168900
+2014-08-28,34.610001,34.810001,34.610001,34.650002,29.038980,18908900
+2014-08-29,34.810001,34.939999,34.669998,34.919998,29.265261,32302800
+2014-09-02,34.759998,34.910000,34.430000,34.570000,28.971935,32094800
+2014-09-03,34.820000,34.880001,34.450001,34.570000,28.971935,26668800
+2014-09-04,34.529999,35.090000,34.520000,34.910000,29.256876,27632400
+2014-09-05,34.919998,35.119999,34.830002,35.000000,29.332304,20841900
+2014-09-08,34.959999,35.560001,34.880001,35.330002,29.608866,24859600
+2014-09-09,35.290001,35.290001,34.849998,34.910000,29.256876,22333100
+2014-09-10,34.849998,35.130001,34.669998,35.020000,29.349064,19964200
+2014-09-11,34.790001,35.020000,34.529999,35.020000,29.349064,21949000
+2014-09-12,34.900002,34.910000,34.500000,34.619999,29.013836,26732600
+2014-09-15,34.709999,34.770000,34.230000,34.540001,28.946796,22438000
+2014-09-16,34.470001,35.080002,34.470001,34.930000,29.273634,20875700
+2014-09-17,34.910000,35.200001,34.740002,34.980000,29.315548,26278900
+2014-09-18,35.119999,35.169998,34.860001,35.169998,29.474771,23809600
+2014-09-19,35.160000,35.220001,34.820000,34.820000,29.181452,46851900
+2014-09-22,34.779999,35.029999,34.549999,34.709999,29.089264,25447700
+2014-09-23,34.709999,34.709999,34.380001,34.419998,28.846218,25690700
+2014-09-24,34.400002,34.849998,34.369999,34.750000,29.122787,18829000
+2014-09-25,34.680000,34.790001,33.880001,34.139999,28.611572,34639700
+2014-09-26,34.259998,34.360001,33.630001,34.259998,28.712132,25882300
+2014-09-29,34.060001,34.990002,33.939999,34.900002,29.248503,29003100
+2014-09-30,34.900002,35.000000,34.410000,34.820000,29.181452,35274600
+2014-10-01,34.610001,34.779999,33.840000,33.990002,28.485857,35086600
+2014-10-02,33.959999,34.000000,33.259998,33.520000,28.091965,32910800
+2014-10-03,33.660000,34.180000,33.470001,34.029999,28.519373,25834600
+2014-10-06,34.150002,34.480000,33.869999,34.110001,28.586422,24321100
+2014-10-07,34.040001,34.049999,33.419998,33.470001,28.050060,25972100
+2014-10-08,33.490002,34.369999,33.139999,34.270000,28.720518,34960600
+2014-10-09,34.150002,34.430000,33.580002,33.619999,28.175768,28185700
+2014-10-10,32.619999,32.860001,30.500000,31.910000,26.742678,80917600
+2014-10-13,31.719999,32.369999,31.469999,31.469999,26.373928,42110200
+2014-10-14,31.990000,32.669998,31.709999,32.139999,26.935431,68671000
+2014-10-15,30.540001,31.650000,29.650000,31.280001,26.214695,92305200
+2014-10-16,30.889999,31.510000,30.750000,30.850000,25.854328,47787400
+2014-10-17,31.200001,31.709999,30.969999,31.379999,26.298496,37504500
+2014-10-20,31.040001,31.700001,30.900000,31.580000,26.466112,30523700
+2014-10-21,31.670000,32.619999,31.580000,32.610001,27.329327,33278400
+2014-10-22,32.660000,32.869999,32.220001,32.270000,27.044382,26725600
+2014-10-23,32.720001,32.910000,32.599998,32.689999,27.396366,22254900
+2014-10-24,32.720001,33.330002,32.570000,33.180000,27.807016,27814300
+2014-10-27,33.080002,33.299999,32.770000,33.200001,27.823786,23751900
+2014-10-28,33.230000,33.750000,33.230000,33.740002,28.276342,21857800
+2014-10-29,33.759998,33.970001,33.509998,33.919998,28.427187,24615200
+2014-10-30,33.580002,33.610001,32.400002,32.580002,27.304184,55217900
+2014-10-31,33.740002,34.009998,32.630001,34.009998,28.502619,52089700
+2014-11-03,33.810001,34.480000,33.790001,34.310001,28.754038,28703600
+2014-11-04,34.250000,34.779999,34.209999,34.540001,28.946796,34695900
+2014-11-05,34.049999,34.099998,33.599998,33.759998,28.478613,34705500
+2014-11-06,33.689999,34.230000,33.410000,33.820000,28.529230,25240600
+2014-11-07,33.980000,34.000000,33.189999,33.580002,28.326777,27604500
+2014-11-10,33.430000,33.490002,33.080002,33.259998,28.056829,30653600
+2014-11-11,33.360001,33.540001,33.200001,33.310001,28.099014,19676600
+2014-11-12,33.230000,33.419998,33.000000,33.380001,28.158070,22864200
+2014-11-13,33.349998,33.860001,33.340000,33.680000,28.411129,26449300
+2014-11-14,33.750000,33.970001,33.349998,33.950001,28.638899,18104600
+2014-11-17,33.820000,34.250000,33.759998,34.240002,28.883532,17646300
+2014-11-18,34.189999,34.900002,34.160000,34.709999,29.279999,30674800
+2014-11-19,34.689999,34.790001,34.250000,34.349998,28.976318,21289600
+2014-11-20,34.139999,35.970001,34.000000,35.950001,30.326014,61994700
+2014-11-21,35.980000,36.459999,35.500000,35.590000,30.022333,56721600
+2014-11-24,35.889999,36.430000,35.840000,36.250000,30.579081,33321100
+2014-11-25,36.360001,36.480000,36.150002,36.320000,30.638130,29093200
+2014-11-26,36.369999,36.990002,36.279999,36.900002,31.127396,24060000
+2014-11-28,37.040001,37.689999,36.939999,37.250000,31.422638,19128500
+2014-12-01,37.209999,37.619999,36.900002,37.169998,31.355154,30904000
+2014-12-02,37.180000,37.599998,37.180000,37.599998,31.717899,28361100
+2014-12-03,37.680000,37.889999,37.410000,37.430000,31.574486,30660800
+2014-12-04,37.400002,37.459999,37.040001,37.459999,31.599781,23359100
+2014-12-05,37.570000,37.900002,37.520000,37.669998,31.776939,20527600
+2014-12-08,37.459999,37.730000,36.939999,37.200001,31.380465,28134800
+2014-12-09,36.669998,37.090000,36.299999,36.889999,31.118958,28487300
+2014-12-10,36.930000,37.020000,36.299999,36.419998,30.722490,27499900
+2014-12-11,36.500000,37.209999,36.439999,36.700001,30.958685,25088200
+2014-12-12,36.450001,36.820000,36.220001,36.230000,30.562210,29322500
+2014-12-15,36.389999,36.779999,35.900002,35.919998,30.300705,30633400
+2014-12-16,35.860001,36.500000,35.560001,35.560001,29.997028,31166300
+2014-12-17,35.619999,36.330002,35.330002,36.240002,30.570646,31637700
+2014-12-18,36.750000,37.020000,36.430000,37.020000,31.228626,32128100
+2014-12-19,37.020000,37.160000,36.230000,36.369999,30.680305,76786800
+2014-12-22,36.389999,37.259998,36.389999,37.209999,31.388897,29227100
+2014-12-23,37.400002,37.700001,37.299999,37.430000,31.574486,22169700
+2014-12-24,37.470001,37.599998,37.180000,37.439999,31.582914,12109100
+2014-12-26,37.520000,37.740002,37.520000,37.549999,31.675713,14037200
+2014-12-29,37.450001,37.520000,37.169998,37.180000,31.363588,12203300
+2014-12-30,37.080002,37.189999,36.759998,36.759998,31.009298,15214100
+2014-12-31,36.630001,37.040001,36.290001,36.290001,30.612831,20393600
+2015-01-02,36.669998,37.160000,36.110001,36.360001,30.671871,23605600
+2015-01-05,36.200001,36.450001,35.939999,35.950001,30.326014,32785000
+2015-01-06,36.080002,36.230000,35.259998,35.279999,29.760834,30847600
+2015-01-07,35.639999,36.070000,35.270000,36.020000,30.385069,27725200
+2015-01-08,36.369999,37.000000,36.259998,36.689999,30.950247,31765400
+2015-01-09,36.770000,37.110001,36.400002,36.759998,31.009298,22850500
+2015-01-12,36.900002,37.000000,36.230000,36.599998,30.874329,29400800
+2015-01-13,36.869999,37.490002,36.290001,36.500000,30.789972,31478000
+2015-01-14,36.330002,36.910000,35.910000,36.349998,30.663437,34250300
+2015-01-15,36.529999,36.880001,36.029999,36.189999,30.528465,47181800
+2015-01-16,36.119999,36.660000,35.509998,36.450001,30.747791,62812200
+2015-01-20,36.099998,36.459999,35.570000,36.090000,30.444115,35929400
+2015-01-21,35.849998,36.680000,35.770000,36.480000,30.773100,27442600
+2015-01-22,36.560001,37.000000,36.139999,36.910000,31.135839,31809900
+2015-01-23,36.959999,37.029999,36.380001,36.450001,30.747791,27427100
+2015-01-26,36.189999,36.299999,35.570000,35.810001,30.207916,30906800
+2015-01-27,34.400002,34.720001,33.549999,34.189999,28.841345,58456200
+2015-01-28,34.470001,34.700001,33.720001,33.779999,28.495493,34929100
+2015-01-29,33.840000,34.279999,33.459999,34.209999,28.858217,29569400
+2015-01-30,33.700001,33.990002,33.000000,33.040001,27.871248,38719700
+2015-02-02,33.060001,33.750000,32.650002,33.650002,28.385826,38733800
+2015-02-03,33.779999,34.049999,32.610001,33.700001,28.428005,36038300
+2015-02-04,33.669998,33.840000,33.299999,33.599998,28.546947,25052800
+2015-02-05,33.680000,33.990002,33.450001,33.939999,28.835810,20491400
+2015-02-06,33.919998,34.000000,33.139999,33.299999,28.292065,29342400
+2015-02-09,33.000000,33.240002,32.669998,32.930000,27.977709,28705500
+2015-02-10,33.200001,33.730000,33.049999,33.700001,28.631912,20200000
+2015-02-11,33.669998,33.759998,33.320000,33.549999,28.504469,18364200
+2015-02-12,33.980000,34.130001,33.759998,34.130001,28.997242,20056700
+2015-02-13,34.250000,34.369999,33.950001,34.360001,29.192648,18037900
+2015-02-17,34.400002,34.750000,34.259998,34.740002,29.515509,19374100
+2015-02-18,34.650002,34.709999,34.189999,34.270000,29.116194,19992900
+2015-02-19,34.250000,34.419998,34.049999,34.209999,29.065210,11017500
+2015-02-20,34.150002,34.570000,33.910000,34.410000,29.235128,20955600
+2015-02-23,34.400002,34.500000,33.580002,33.759998,28.682878,25565500
+2015-02-24,33.610001,34.490002,33.509998,34.410000,29.235128,29607500
+2015-02-25,34.029999,34.150002,33.730000,33.950001,28.844315,24686300
+2015-02-26,33.619999,33.880001,33.430000,33.650002,28.589428,25928400
+2015-02-27,33.630001,33.639999,33.209999,33.250000,28.249592,24427300
+2015-03-02,33.290001,34.130001,33.119999,34.060001,28.937773,25406400
+2015-03-03,33.950001,34.380001,33.910000,34.099998,28.971754,27332000
+2015-03-04,33.860001,34.410000,33.720001,34.119999,28.988743,23005800
+2015-03-05,34.259998,34.500000,33.590000,33.730000,28.657398,21225800
+2015-03-06,33.540001,33.680000,33.080002,33.189999,28.198606,32373100
+2015-03-09,33.200001,33.270000,32.480000,32.720001,27.799292,33058800
+2015-03-10,32.240002,32.410000,31.500000,31.700001,26.932690,50278900
+2015-03-11,31.969999,32.959999,31.950001,32.330002,27.467943,49683600
+2015-03-12,31.010000,31.600000,30.580000,30.799999,26.168036,107402400
+2015-03-13,30.629999,30.980000,30.360001,30.930000,26.278492,47954700
+2015-03-16,30.930000,31.110001,30.650000,30.830000,26.193525,33074600
+2015-03-17,30.580000,30.730000,30.410000,30.590000,25.989620,29215600
+2015-03-18,30.410000,31.200001,30.299999,30.889999,26.244503,39834100
+2015-03-19,30.780001,31.100000,30.690001,30.740000,26.117062,27414200
+2015-03-20,30.990000,31.620001,30.930000,31.309999,26.601337,64777100
+2015-03-23,31.290001,31.790001,31.200001,31.200001,26.507881,29694000
+2015-03-24,31.160000,31.320000,30.740000,30.790001,26.159536,28471400
+2015-03-25,30.809999,30.889999,29.860001,29.889999,25.394888,37691000
+2015-03-26,29.500000,30.400000,29.309999,30.080000,25.556313,45450100
+2015-03-27,30.010000,33.000000,29.850000,32.000000,27.187569,73857200
+2015-03-30,31.660000,32.099998,31.299999,31.459999,26.728777,51391500
+2015-03-31,31.430000,31.930000,31.200001,31.270000,26.567350,32098500
+2015-04-01,31.129999,31.320000,30.650000,30.809999,26.176529,31532100
+2015-04-02,30.799999,31.230000,30.670000,30.809999,26.176529,20909600
+2015-04-06,30.809999,31.250000,30.450001,31.040001,26.371944,21490900
+2015-04-07,31.070000,31.590000,31.000000,31.260000,26.558855,23258300
+2015-04-08,31.230000,31.559999,31.059999,31.309999,26.601337,18250300
+2015-04-09,30.680000,31.620001,30.570000,31.240000,26.541866,34167600
+2015-04-10,31.330000,31.940001,31.330000,31.930000,27.128096,28084900
+2015-04-13,31.809999,32.049999,31.709999,31.730000,26.958176,23489000
+2015-04-14,31.680000,31.940001,31.270000,31.490000,26.754263,39754000
+2015-04-15,32.259998,32.990002,32.070000,32.830002,27.892748,61083500
+2015-04-16,32.849998,32.990002,32.700001,32.869999,27.926729,28903200
+2015-04-17,32.509998,32.700001,32.220001,32.470001,27.586891,30593600
+2015-04-20,32.610001,32.790001,32.529999,32.730000,27.807781,20649300
+2015-04-21,32.930000,32.970001,32.279999,32.430000,27.552902,19023800
+2015-04-22,32.410000,32.720001,32.029999,32.700001,27.782297,21144200
+2015-04-23,32.040001,32.410000,32.009998,32.349998,27.484934,23775300
+2015-04-24,32.410000,32.480000,32.020000,32.080002,27.255543,22759900
+2015-04-27,32.080002,32.689999,32.080002,32.500000,27.612375,25869600
+2015-04-28,32.299999,33.040001,32.230000,33.020000,28.054171,29572800
+2015-04-29,32.560001,33.000000,32.549999,32.889999,27.943726,21819000
+2015-04-30,32.709999,32.849998,32.299999,32.549999,27.654858,22013300
+2015-05-01,32.630001,33.490002,32.619999,33.419998,28.394014,27091200
+2015-05-04,33.270000,33.500000,33.220001,33.430000,28.402521,21397300
+2015-05-05,33.000000,33.099998,32.570000,32.639999,27.931850,29779200
+2015-05-06,32.500000,32.790001,31.930000,32.220001,27.572433,31985400
+2015-05-07,32.270000,32.630001,32.180000,32.240002,27.589552,21475300
+2015-05-08,32.509998,32.880001,32.340000,32.799999,28.068769,26926500
+2015-05-11,32.680000,32.709999,32.430000,32.689999,27.974634,18358600
+2015-05-12,32.439999,32.500000,32.000000,32.250000,27.598108,24530200
+2015-05-13,32.270000,32.900002,32.270000,32.639999,27.931850,20470800
+2015-05-14,32.860001,33.130001,32.770000,32.970001,28.214247,21098900
+2015-05-15,33.090000,33.119999,32.750000,32.990002,28.231363,17149700
+2015-05-18,32.980000,33.410000,32.849998,33.410000,28.590784,23689500
+2015-05-19,33.360001,33.380001,32.990002,33.150002,28.368290,21867100
+2015-05-20,33.060001,33.500000,33.009998,33.369999,28.556547,21359800
+2015-05-21,33.209999,33.560001,33.070000,33.549999,28.710585,21269800
+2015-05-22,33.470001,33.509998,33.320000,33.450001,28.625010,20845000
+2015-05-26,33.270000,33.290001,32.840000,33.099998,28.325500,28594500
+2015-05-27,33.200001,33.849998,33.130001,33.709999,28.847511,30172700
+2015-05-28,33.740002,34.150002,33.680000,34.009998,29.104229,27065700
+2015-05-29,34.240002,34.750000,34.209999,34.459999,29.489325,43545500
+2015-06-01,34.369999,34.590000,33.680000,33.910000,29.018660,46734500
+2015-06-02,33.639999,33.750000,33.139999,33.270000,28.470972,36351100
+2015-06-03,33.169998,33.240002,32.590000,32.730000,28.008867,38138700
+2015-06-04,32.509998,32.720001,32.200001,32.310001,27.649452,33761800
+2015-06-05,32.279999,32.299999,31.830000,31.840000,27.247242,27778500
+2015-06-08,31.809999,31.950001,31.209999,31.299999,26.785139,38171600
+2015-06-09,31.330000,31.660000,31.150000,31.250000,26.742350,33976700
+2015-06-10,31.459999,32.160000,31.370001,31.820000,27.230129,33336800
+2015-06-11,31.950001,32.099998,31.840000,31.850000,27.255800,24293600
+2015-06-12,31.719999,32.099998,31.200001,31.320000,26.802254,31629800
+2015-06-15,31.120001,31.510000,30.940001,31.389999,26.862152,23175000
+2015-06-16,31.260000,31.760000,31.129999,31.639999,27.076096,20254500
+2015-06-17,31.750000,32.090000,31.690001,31.950001,27.341377,28194200
+2015-06-18,32.080002,32.500000,32.000000,32.380001,27.709352,27722400
+2015-06-19,32.400002,32.570000,31.959999,32.070000,27.444065,39008400
+2015-06-22,32.259998,32.389999,32.080002,32.259998,27.606663,23608400
+2015-06-23,32.310001,32.340000,31.930000,32.090000,27.461184,17995900
+2015-06-24,32.150002,32.150002,31.879999,31.910000,27.307144,23313900
+2015-06-25,32.020000,32.320000,31.990000,31.990000,27.375610,22743300
+2015-06-26,31.510000,31.530001,30.760000,31.020000,26.545528,62157200
+2015-06-29,30.700001,30.980000,30.309999,30.389999,26.006403,35194500
+2015-06-30,30.629999,30.690001,30.150000,30.420000,26.032076,34412200
+2015-07-01,30.490000,30.549999,30.010000,30.180000,25.826696,27178900
+2015-07-02,30.180000,30.920000,30.100000,30.559999,26.151876,27105200
+2015-07-06,30.240000,30.450001,29.840000,30.040001,25.706884,32468100
+2015-07-07,29.870001,29.930000,29.090000,29.900000,25.587082,43833700
+2015-07-08,29.400000,29.670000,29.150000,29.500000,25.244776,45223800
+2015-07-09,29.719999,29.889999,28.820000,28.930000,24.757002,47167800
+2015-07-10,29.200001,29.350000,28.940001,29.170000,24.962383,31423800
+2015-07-13,29.270000,29.820000,29.190001,29.730000,25.441601,26452400
+2015-07-14,29.660000,30.110001,29.440001,29.650000,25.373138,39778300
+2015-07-15,29.650000,29.990000,29.469999,29.690001,25.407373,47852500
+2015-07-16,30.469999,30.480000,29.100000,29.900000,25.587082,81166700
+2015-07-17,29.660000,29.799999,29.100000,29.469999,25.219107,43697600
+2015-07-20,29.620001,29.620001,29.070000,29.100000,24.902475,33812900
+2015-07-21,28.959999,29.260000,28.670000,28.719999,24.577288,45191000
+2015-07-22,28.570000,28.850000,28.430000,28.610001,24.483158,36387200
+2015-07-23,28.660000,28.969999,28.430000,28.600000,24.474602,33775200
+2015-07-24,28.530001,28.639999,28.059999,28.059999,24.012491,31621000
+2015-07-27,28.070000,28.420000,27.620001,28.350000,24.260662,42161100
+2015-07-28,28.510000,29.180000,28.440001,28.959999,24.782669,33182400
+2015-07-29,28.950001,29.129999,28.790001,29.010000,24.825459,26470200
+2015-07-30,29.100000,29.450001,28.850000,28.910000,24.739885,26582400
+2015-07-31,29.120001,29.120001,28.770000,28.950001,24.774111,27158800
+2015-08-03,29.000000,29.350000,28.900000,29.049999,24.859690,26213600
+2015-08-04,28.980000,29.150000,28.860001,29.129999,24.928146,25741700
+2015-08-05,29.190001,29.389999,29.020000,29.120001,25.126612,23622700
+2015-08-06,29.160000,29.230000,28.850000,29.010000,25.031693,27958200
+2015-08-07,28.799999,28.959999,28.690001,28.879999,24.919519,25606100
+2015-08-10,29.070000,29.680000,29.059999,29.639999,25.575298,22807400
+2015-08-11,29.469999,29.480000,28.959999,28.969999,24.997175,23758900
+2015-08-12,28.660000,29.570000,28.660000,29.459999,25.419977,33589100
+2015-08-13,29.400000,29.450001,28.870001,28.870001,24.910892,18821900
+2015-08-14,28.920000,29.040001,28.820000,29.020000,25.040318,14302700
+2015-08-17,28.830000,29.200001,28.709999,29.080000,25.092096,15548300
+2015-08-18,28.950001,29.049999,28.799999,28.910000,24.945410,19182600
+2015-08-19,28.650000,28.799999,28.280001,28.360001,24.470829,30530100
+2015-08-20,28.030001,28.240000,27.530001,27.530001,23.754650,31936600
+2015-08-21,27.330000,27.629999,26.559999,26.559999,22.917675,52288400
+2015-08-24,25.200001,27.629999,24.870001,26.250000,22.650188,83234200
+2015-08-25,27.040001,27.150000,25.870001,25.870001,22.322298,59371900
+2015-08-26,26.510000,27.340000,26.080000,27.299999,23.556194,47386700
+2015-08-27,27.719999,27.910000,27.010000,27.719999,23.918596,38649400
+2015-08-28,27.670000,28.610001,27.450001,28.420000,24.522604,43452400
+2015-08-31,28.330000,29.129999,28.160000,28.540001,24.626150,42401800
+2015-09-01,27.910000,28.170000,27.660000,27.820000,24.004879,44144000
+2015-09-02,28.350000,28.600000,28.139999,28.600000,24.677919,34618800
+2015-09-03,28.799999,29.420000,28.690001,29.080000,25.092096,38665900
+2015-09-04,28.570000,28.900000,28.410000,28.520000,24.608885,29116500
+2015-09-08,28.980000,29.500000,28.950001,29.500000,25.454496,27805000
+2015-09-09,29.719999,30.120001,29.170000,29.240000,25.230152,30774100
+2015-09-10,29.180000,29.660000,28.900000,29.270000,25.256037,25195800
+2015-09-11,29.080000,29.520000,29.040001,29.469999,25.428608,21786900
+2015-09-14,29.469999,29.530001,29.090000,29.389999,25.359581,24065100
+2015-09-15,29.559999,29.940001,29.480000,29.730000,25.652952,29819000
+2015-09-16,29.620001,29.790001,29.400000,29.770000,25.687466,25957800
+2015-09-17,29.620001,30.200001,29.549999,29.709999,25.635696,29805200
+2015-09-18,29.219999,29.420000,28.809999,29.020000,25.040318,60693400
+2015-09-21,29.090000,29.340000,28.940001,29.160000,25.161119,24417100
+2015-09-22,28.670000,28.900000,28.480000,28.670000,24.738325,28576200
+2015-09-23,29.020000,29.090000,28.590000,28.740000,24.798721,25984000
+2015-09-24,28.379999,28.670000,27.870001,28.480000,24.574377,32754700
+2015-09-25,28.940001,29.120001,28.629999,28.809999,24.859121,29192300
+2015-09-28,28.680000,29.360001,28.639999,28.760000,24.815971,42291000
+2015-09-29,28.830000,29.350000,28.760000,29.240000,25.230152,34169600
+2015-09-30,29.559999,30.320000,29.540001,30.139999,26.006727,41051700
+2015-10-01,30.209999,30.280001,29.459999,30.000000,25.885927,29832800
+2015-10-02,29.670000,30.530001,29.530001,30.510000,26.325991,27901500
+2015-10-05,30.730000,31.379999,30.559999,31.209999,26.929991,34842500
+2015-10-06,31.160000,31.850000,31.110001,31.740000,27.387312,34899800
+2015-10-07,32.000000,32.419998,31.719999,32.320000,27.887774,36930100
+2015-10-08,32.230000,32.599998,31.980000,32.520000,28.060352,27794600
+2015-10-09,32.369999,32.549999,31.940001,32.139999,27.732452,24209900
+2015-10-12,32.160000,32.320000,32.000000,32.209999,27.792860,18795000
+2015-10-13,32.029999,32.480000,31.980000,32.040001,27.646170,35588600
+2015-10-14,31.389999,32.930000,30.850000,32.799999,28.301943,75954800
+2015-10-15,32.840000,33.060001,32.459999,32.750000,28.258806,37634800
+2015-10-16,32.750000,33.200001,32.480000,33.040001,28.509039,29371300
+2015-10-19,32.880001,33.619999,32.869999,33.590000,28.983610,37624000
+2015-10-20,33.400002,33.700001,33.310001,33.439999,28.854176,24416100
+2015-10-21,33.669998,34.049999,33.320000,33.369999,28.793781,31928800
+2015-10-22,33.700001,34.500000,33.590000,34.400002,29.682535,39572600
+2015-10-23,34.540001,35.029999,34.400002,34.900002,30.113962,42796600
+2015-10-26,34.770000,34.959999,34.549999,34.590000,29.846472,22646900
+2015-10-27,34.410000,34.549999,34.310001,34.470001,29.742933,22630100
+2015-10-28,34.470001,34.709999,34.119999,34.709999,29.950022,21908400
+2015-10-29,34.200001,34.290001,33.770000,34.029999,29.363264,21325200
+2015-10-30,34.099998,34.290001,33.860001,33.860001,29.216587,24693900
+2015-11-02,33.730000,34.279999,33.639999,34.110001,29.432301,21743100
+2015-11-03,34.000000,34.410000,33.980000,34.310001,29.604870,18167000
+2015-11-04,34.270000,34.270000,33.900002,34.150002,29.674393,20762100
+2015-11-05,34.099998,34.200001,33.730000,34.000000,29.544046,16486100
+2015-11-06,33.930000,33.970001,33.410000,33.840000,29.405006,23701700
+2015-11-09,33.599998,33.830002,33.080002,33.349998,28.979237,24168700
+2015-11-10,33.169998,33.270000,32.810001,33.209999,28.857580,22451700
+2015-11-11,33.160000,33.380001,32.799999,32.860001,28.553450,19864700
+2015-11-12,32.709999,32.919998,32.389999,32.400002,28.153736,23265400
+2015-11-13,32.270000,32.380001,31.959999,32.110001,27.901743,23673200
+2015-11-16,32.090000,32.259998,31.930000,32.099998,27.893055,29899700
+2015-11-17,32.150002,32.880001,32.009998,32.639999,28.362289,22636400
+2015-11-18,32.730000,33.240002,32.619999,33.160000,28.814137,18619800
+2015-11-19,33.220001,34.730000,33.130001,34.299999,29.804728,45381600
+2015-11-20,34.480000,35.290001,34.480000,34.660000,30.117542,41137700
+2015-11-23,34.660000,34.849998,34.410000,34.480000,29.961142,20152900
+2015-11-24,34.330002,34.439999,33.900002,34.360001,29.856873,21413500
+2015-11-25,34.259998,34.740002,34.139999,34.450001,29.935064,17939400
+2015-11-27,34.540001,34.680000,34.400002,34.459999,29.943760,6620900
+2015-11-30,34.549999,34.900002,34.430000,34.770000,30.213137,21785800
+2015-12-01,35.000000,35.200001,34.709999,35.090000,30.491194,23560200
+2015-12-02,35.090000,35.410000,34.810001,34.830002,30.265266,18688200
+2015-12-03,34.970001,34.990002,34.000000,34.040001,29.578806,30131100
+2015-12-04,34.110001,35.029999,34.000000,34.939999,30.360855,24901000
+2015-12-07,34.790001,35.169998,34.750000,34.990002,30.404305,17731900
+2015-12-08,34.669998,34.950001,34.419998,34.750000,30.195757,13380200
+2015-12-09,34.880001,35.220001,34.509998,34.810001,30.247890,22548300
+2015-12-10,34.849998,35.070000,34.660000,34.770000,30.213137,17400700
+2015-12-11,34.310001,34.650002,34.200001,34.270000,29.778667,21251400
+2015-12-14,34.380001,34.480000,33.880001,34.470001,29.952450,19357100
+2015-12-15,34.650002,35.349998,34.639999,35.180000,30.569391,24365900
+2015-12-16,35.360001,35.470001,34.770000,35.299999,30.673670,23257900
+2015-12-17,35.320000,35.369999,34.759998,34.910000,30.334778,24963600
+2015-12-18,34.730000,34.750000,33.860001,33.869999,29.431080,41336600
+2015-12-21,34.110001,34.299999,33.820000,34.240002,29.752592,18006800
+2015-12-22,34.360001,34.779999,34.270000,34.730000,30.178370,18422000
+2015-12-23,34.950001,35.049999,34.779999,35.000000,30.412987,12526500
+2015-12-24,35.070000,35.259998,34.959999,34.980000,30.395603,5893800
+2015-12-28,34.950001,35.000000,34.570000,34.930000,30.352167,9449400
+2015-12-29,35.009998,35.590000,35.009998,35.439999,30.795319,14188600
+2015-12-30,35.380001,35.450001,34.950001,34.990002,30.404305,11566800
+2015-12-31,34.820000,34.959999,34.439999,34.450001,29.935064,14736700
+2016-01-04,33.880001,34.009998,33.459999,33.990002,29.535355,27882200
+2016-01-05,33.959999,34.000000,33.529999,33.830002,29.396330,16709500
+2016-01-06,33.250000,33.520000,32.799999,33.080002,28.744617,25491300
+2016-01-07,32.279999,33.009998,31.840000,31.840000,27.667130,37680500
+2016-01-08,32.090000,32.220001,31.430000,31.510000,27.380383,29953800
+2016-01-11,31.809999,32.220001,31.680000,32.060001,27.858301,27732400
+2016-01-12,32.759998,32.889999,32.270000,32.680000,28.397043,28587700
+2016-01-13,32.759998,32.930000,31.830000,31.910000,27.727955,34445700
+2016-01-14,31.969999,32.869999,31.799999,32.740002,28.449179,48728200
+2016-01-15,29.730000,30.500000,29.450001,29.760000,25.859734,76373900
+2016-01-19,29.980000,30.059999,29.480000,29.799999,25.894484,28878100
+2016-01-20,29.350000,29.870001,29.209999,29.590000,25.712011,39598200
+2016-01-21,29.650000,30.030001,29.240000,29.660000,25.772835,30157400
+2016-01-22,30.120001,30.240000,29.510000,29.930000,26.007444,25326500
+2016-01-25,29.990000,30.219999,29.570000,29.600000,25.720699,26441000
+2016-01-26,29.610001,30.049999,29.610001,29.940001,26.016144,24754900
+2016-01-27,29.879999,30.219999,29.639999,29.809999,25.903173,26384100
+2016-01-28,30.020000,30.180000,29.750000,29.969999,26.042213,22028100
+2016-01-29,30.209999,31.030001,30.100000,31.020000,26.954597,38311400
+2016-02-01,30.719999,31.120001,30.639999,30.820000,26.780806,19015100
+2016-02-02,30.450001,30.490000,29.629999,29.799999,25.894484,24994300
+2016-02-03,29.719999,29.719999,28.520000,29.340000,25.719172,44660100
+2016-02-04,29.139999,29.879999,29.110001,29.770000,26.096100,29257800
+2016-02-05,29.580000,29.760000,28.910000,29.040001,25.456188,27957500
+2016-02-08,28.740000,28.980000,28.299999,28.820000,25.263342,28725900
+2016-02-09,28.490000,29.150000,28.410000,28.809999,25.254580,22902600
+2016-02-10,28.879999,29.000000,28.190001,28.230000,24.746155,27267800
+2016-02-11,27.830000,28.410000,27.680000,28.219999,24.737385,28450200
+2016-02-12,28.570000,28.700001,28.139999,28.639999,25.105553,19699000
+2016-02-16,28.750000,28.950001,28.360001,28.780001,25.228281,30705200
+2016-02-17,28.860001,29.620001,28.730000,29.469999,25.833124,27691700
+2016-02-18,29.530001,29.760000,29.379999,29.420000,25.789295,20623300
+2016-02-19,29.200001,29.330000,28.709999,28.709999,25.166916,42056700
+2016-02-22,29.110001,29.540001,29.000000,29.350000,25.727932,23893100
+2016-02-23,29.299999,29.350000,28.600000,28.799999,25.245810,26638200
+2016-02-24,28.520000,29.299999,28.379999,29.190001,25.587683,21593600
+2016-02-25,29.320000,29.620001,28.950001,29.620001,25.964613,17571400
+2016-02-26,29.879999,30.080000,29.700001,29.799999,26.122396,19902200
+2016-02-29,29.719999,30.139999,29.580000,29.590000,25.938320,22903100
+2016-03-01,29.930000,30.530001,29.750000,30.370001,26.622053,25502600
+2016-03-02,30.299999,30.870001,30.120001,30.540001,26.771078,23779800
+2016-03-03,31.129999,31.350000,30.540001,30.580000,26.806143,25625200
+2016-03-04,30.500000,30.860001,30.049999,30.629999,26.849968,20356800
+2016-03-07,30.590000,31.120001,30.500000,30.940001,27.121710,18858200
+2016-03-08,30.830000,30.879999,30.379999,30.559999,26.788607,19104900
+2016-03-09,30.830000,31.040001,30.670000,30.870001,27.060354,14707800
+2016-03-10,31.139999,31.400000,30.379999,31.250000,27.393454,29584800
+2016-03-11,31.670000,31.790001,31.530001,31.760000,27.840517,22811200
+2016-03-14,31.660000,31.690001,31.299999,31.430000,27.551243,17438600
+2016-03-15,31.340000,31.650000,31.059999,31.650000,27.744091,16927700
+2016-03-16,31.490000,31.799999,31.170000,31.690001,27.779156,26298400
+2016-03-17,31.760000,32.169998,31.700001,31.980000,28.033373,22865300
+2016-03-18,32.160000,32.689999,32.060001,32.680000,28.646982,49934200
+2016-03-21,32.230000,32.419998,31.950001,32.340000,28.348938,21760900
+2016-03-22,32.160000,32.459999,31.950001,32.320000,28.331408,22200400
+2016-03-23,32.470001,32.470001,31.980000,32.000000,28.050903,18765300
+2016-03-24,31.870001,31.950001,31.700001,31.879999,27.945705,14211900
+2016-03-28,31.870001,32.000000,31.620001,31.900000,27.963236,11433000
+2016-03-29,31.930000,32.439999,31.730000,32.380001,28.384007,15313200
+2016-03-30,32.450001,32.750000,32.290001,32.709999,28.673273,16598000
+2016-03-31,32.529999,32.660000,32.320000,32.349998,28.357704,17880000
+2016-04-01,32.270000,32.470001,32.099998,32.450001,28.445368,18049700
+2016-04-04,32.200001,32.380001,31.740000,32.000000,28.050903,21581600
+2016-04-05,31.889999,32.119999,31.719999,31.900000,27.963236,20080000
+2016-04-06,31.969999,32.230000,31.770000,32.080002,28.121031,15740600
+2016-04-07,31.889999,31.900000,31.350000,31.549999,27.656435,23738200
+2016-04-08,31.760000,32.020000,31.480000,31.629999,27.726564,17031900
+2016-04-11,31.900000,32.340000,31.660000,31.670000,27.761623,19707700
+2016-04-12,31.879999,31.940001,31.379999,31.860001,27.928177,16774200
+2016-04-13,31.969999,32.180000,31.950001,32.130001,28.164856,19968100
+2016-04-14,31.780001,31.889999,31.549999,31.799999,27.875582,21620900
+2016-04-15,31.790001,31.889999,31.379999,31.459999,27.577538,28782800
+2016-04-18,31.430000,31.719999,31.379999,31.650000,27.744091,21566600
+2016-04-19,31.700001,31.809999,31.400000,31.600000,27.700268,33619300
+2016-04-20,31.320000,32.259998,31.250000,32.000000,28.050903,57629800
+2016-04-21,31.940001,32.060001,31.809999,31.969999,28.024605,28431400
+2016-04-22,31.740000,31.860001,31.219999,31.639999,27.735325,29625600
+2016-04-25,31.360001,31.500000,31.200001,31.389999,27.516182,19315700
+2016-04-26,31.389999,31.700001,31.170000,31.400000,27.524944,20976400
+2016-04-27,31.250000,31.799999,31.190001,31.750000,27.831755,20006200
+2016-04-28,31.450001,31.709999,31.030001,31.110001,27.270731,25146400
+2016-04-29,30.860001,30.870001,30.100000,30.280001,26.543163,36443700
+2016-05-02,30.450001,30.690001,30.360001,30.610001,26.832439,21086600
+2016-05-03,30.410000,30.559999,30.090000,30.360001,26.613291,27111100
+2016-05-04,30.170000,30.209999,29.700001,29.850000,26.392252,23278800
+2016-05-05,29.870001,30.020000,29.750000,29.900000,26.436455,23393300
+2016-05-06,29.610001,30.110001,29.520000,30.040001,26.560240,19632200
+2016-05-09,30.080000,30.170000,29.760000,29.799999,26.348036,16888300
+2016-05-10,30.000000,30.180000,29.820000,30.139999,26.648653,17013800
+2016-05-11,30.160000,30.250000,29.969999,30.059999,26.577923,15754200
+2016-05-12,30.110001,30.240000,29.570000,29.760000,26.312679,20826700
+2016-05-13,29.860001,30.200001,29.840000,29.910000,26.445299,19999600
+2016-05-16,29.900000,30.559999,29.879999,30.389999,26.869699,21826100
+2016-05-17,30.570000,30.570000,29.860001,29.980000,26.507195,25709900
+2016-05-18,30.030001,30.250000,29.780001,29.990000,26.516031,22469900
+2016-05-19,29.770000,29.930000,29.500000,29.629999,26.197731,21740900
+2016-05-20,29.730000,30.379999,29.700001,30.150000,26.657499,22777300
+2016-05-23,30.230000,30.480000,30.129999,30.230000,26.728228,20881900
+2016-05-24,30.500000,31.120001,30.450001,31.059999,27.462086,23699200
+2016-05-25,31.200001,31.570000,31.150000,31.389999,27.753862,18359600
+2016-05-26,31.490000,31.629999,31.400000,31.490000,27.842279,12692300
+2016-05-27,31.600000,31.650000,31.450001,31.570000,27.913006,13341300
+2016-05-31,31.510000,31.650000,31.309999,31.590000,27.930693,23040200
+2016-06-01,31.620001,31.719999,31.469999,31.660000,27.992582,17753500
+2016-06-02,31.559999,31.760000,31.450001,31.760000,28.080999,14140100
+2016-06-03,31.740000,31.740000,31.400000,31.620001,27.957218,15777500
+2016-06-06,31.639999,31.820000,31.580000,31.680000,28.010262,15139600
+2016-06-07,31.750000,32.020000,31.700001,31.879999,28.187098,19339100
+2016-06-08,31.799999,32.000000,31.790001,31.889999,28.195938,12732100
+2016-06-09,31.680000,32.000000,31.680000,31.940001,28.240150,11276800
+2016-06-10,31.700001,32.240002,31.650000,32.040001,28.328566,35749100
+2016-06-13,32.049999,32.500000,32.040001,32.169998,28.443508,23004800
+2016-06-14,32.009998,32.240002,31.790001,32.139999,28.416977,18754300
+2016-06-15,32.250000,32.259998,31.590000,31.610001,27.948378,23783300
+2016-06-16,31.440001,31.770000,31.219999,31.690001,28.019108,18547900
+2016-06-17,31.730000,31.809999,31.469999,31.760000,28.080999,27047900
+2016-06-20,32.070000,32.439999,32.009998,32.169998,28.443508,21961600
+2016-06-21,32.259998,32.380001,32.090000,32.320000,28.576130,15476500
+2016-06-22,32.299999,32.630001,32.250000,32.290001,28.549610,18304800
+2016-06-23,32.580002,33.000000,32.500000,32.990002,29.168518,22048800
+2016-06-24,31.799999,32.320000,31.400000,31.549999,27.895327,38094300
+2016-06-27,31.410000,31.410000,30.440001,30.719999,27.161470,34965100
+2016-06-28,30.969999,31.200001,30.809999,31.190001,27.577024,23693900
+2016-06-29,31.350000,31.980000,31.309999,31.930000,28.231310,22771100
+2016-06-30,32.000000,32.880001,31.969999,32.799999,29.000525,34528900
+2016-07-01,32.639999,32.889999,32.470001,32.750000,28.956326,17084600
+2016-07-05,32.500000,32.730000,32.459999,32.680000,28.894430,20107200
+2016-07-06,32.799999,33.000000,32.380001,32.970001,29.150839,21070200
+2016-07-07,32.959999,33.549999,32.959999,33.200001,29.354197,26119400
+2016-07-08,33.650002,34.000000,33.500000,34.000000,30.061525,23341900
+2016-07-11,34.040001,34.500000,34.040001,34.380001,30.397505,23820700
+2016-07-12,34.509998,34.970001,34.480000,34.939999,30.892639,28064100
+2016-07-13,35.040001,35.250000,34.880001,35.009998,30.954527,29120900
+2016-07-14,35.130001,35.299999,34.959999,35.200001,31.122515,25296400
+2016-07-15,35.259998,35.290001,34.900002,35.070000,31.007576,23661900
+2016-07-18,35.180000,35.200001,34.950001,35.049999,30.989893,19347200
+2016-07-19,34.889999,35.160000,34.849998,35.150002,31.078316,20395400
+2016-07-20,35.299999,35.930000,35.060001,35.689999,31.555759,42994200
+2016-07-21,34.330002,34.490002,33.860001,34.270000,30.300255,63708600
+2016-07-22,34.380001,34.700001,34.259998,34.660000,30.645065,33033700
+2016-07-25,34.619999,34.759998,34.570000,34.689999,30.671593,20277700
+2016-07-26,34.750000,35.230000,34.700001,35.090000,31.025263,29644400
+2016-07-27,35.000000,35.279999,34.630001,34.830002,30.795376,23601800
+2016-07-28,34.830002,34.830002,34.520000,34.770000,30.742332,21667400
+2016-07-29,34.770000,34.919998,34.599998,34.860001,30.821907,18171200
+2016-08-01,34.820000,34.910000,34.560001,34.849998,30.813065,18824400
+2016-08-02,34.810001,34.869999,34.330002,34.560001,30.556662,20057300
+2016-08-03,34.099998,34.279999,33.990002,34.250000,30.512114,18388800
+2016-08-04,34.290001,34.619999,34.220001,34.580002,30.806097,16362600
+2016-08-05,34.799999,35.130001,34.700001,34.980000,31.162436,20046200
+2016-08-08,34.900002,35.169998,34.860001,35.040001,31.215897,19497300
+2016-08-09,35.040001,35.160000,34.840000,34.919998,31.108984,12578900
+2016-08-10,35.000000,35.000000,34.500000,34.529999,30.761547,19579000
+2016-08-11,34.660000,34.740002,34.490002,34.680000,30.895180,16364100
+2016-08-12,34.520000,34.759998,34.439999,34.570000,30.797190,15708300
+2016-08-15,34.700001,35.160000,34.630001,34.910000,31.100077,18931100
+2016-08-16,34.770000,35.209999,34.770000,35.209999,31.367350,16320900
+2016-08-17,35.169998,35.209999,34.770000,35.020000,31.198071,18221600
+2016-08-18,34.959999,35.090000,34.750000,34.970001,31.153536,16085200
+2016-08-19,34.840000,35.270000,34.740002,35.240002,31.394073,16417600
+2016-08-22,35.200001,35.450001,35.119999,35.360001,31.500973,14941400
+2016-08-23,35.500000,35.689999,35.299999,35.400002,31.536598,18316000
+2016-08-24,35.320000,35.410000,35.020000,35.150002,31.313894,16343500
+2016-08-25,35.049999,35.220001,34.900002,35.090000,31.260439,12428000
+2016-08-26,35.110001,35.580002,35.049999,35.259998,31.411884,14469900
+2016-08-29,35.480000,35.669998,35.150002,35.549999,31.670229,15264300
+2016-08-30,35.590000,35.740002,35.520000,35.700001,31.803875,15183200
+2016-08-31,35.619999,35.900002,35.580002,35.889999,31.973127,20562700
+2016-09-01,35.990002,36.040001,35.580002,36.020000,32.088940,18925800
+2016-09-02,36.209999,36.330002,35.950001,36.080002,32.142391,16726700
+2016-09-06,36.380001,36.599998,36.169998,36.570000,32.578918,22337800
+2016-09-07,36.650002,36.650002,36.380001,36.459999,32.480915,18495600
+2016-09-08,36.349998,36.590000,36.119999,36.439999,32.463100,20356500
+2016-09-09,36.099998,36.389999,35.439999,35.439999,31.572237,29457900
+2016-09-12,35.189999,36.119999,35.060001,36.080002,32.142391,22796600
+2016-09-13,35.750000,35.880001,35.320000,35.610001,31.723690,23591300
+2016-09-14,35.509998,35.820000,35.400002,35.619999,31.732594,14074500
+2016-09-15,35.740002,36.650002,35.540001,36.560001,32.570004,23736000
+2016-09-16,37.720001,38.049999,37.250000,37.669998,33.558861,74577900
+2016-09-19,37.689999,38.020000,37.090000,37.160000,33.104523,30531700
+2016-09-20,37.419998,37.430000,36.939999,37.139999,33.086712,24796900
+2016-09-21,37.209999,37.459999,36.860001,37.450001,33.362877,21233700
+2016-09-22,37.599998,37.830002,37.439999,37.549999,33.451962,17013400
+2016-09-23,37.450001,37.650002,37.119999,37.189999,33.131256,18062500
+2016-09-26,36.919998,36.939999,36.599998,36.650002,32.650185,25518800
+2016-09-27,36.900002,37.220001,36.630001,37.180000,33.122345,22391600
+2016-09-28,37.310001,37.500000,37.150002,37.439999,33.353962,19020800
+2016-09-29,37.490002,37.529999,37.000000,37.320000,33.247063,17675000
+2016-09-30,37.470001,37.919998,37.439999,37.750000,33.630135,24279300
+2016-10-03,37.689999,37.950001,37.529999,37.660000,33.549965,14113600
+2016-10-04,37.770000,37.939999,37.330002,37.540001,33.443058,14393100
+2016-10-05,37.750000,38.310001,37.639999,37.990002,33.843948,22420800
+2016-10-06,37.840000,38.160000,37.580002,38.070000,33.915211,15171400
+2016-10-07,38.080002,38.220001,37.779999,38.099998,33.941944,16942500
+2016-10-10,38.250000,38.360001,37.900002,38.020000,33.870663,14954300
+2016-10-11,37.910000,38.000000,36.820000,37.270000,33.202518,27650500
+2016-10-12,37.200001,37.250000,36.810001,37.130001,33.077797,14053900
+2016-10-13,36.849998,37.130001,36.459999,36.970001,32.935268,16936000
+2016-10-14,37.189999,37.700001,37.160000,37.450001,33.362877,19123900
+2016-10-17,37.549999,37.720001,37.240002,37.290001,33.220341,15788100
+2016-10-18,37.970001,38.049999,37.529999,37.750000,33.630135,42907800
+2016-10-19,36.070000,36.090000,35.230000,35.509998,31.634596,75229000
+2016-10-20,35.410000,35.669998,35.099998,35.430000,31.563324,25669500
+2016-10-21,35.209999,35.400002,34.810001,35.150002,31.313894,20813200
+2016-10-24,35.430000,35.490002,35.110001,35.259998,31.411884,21524700
+2016-10-25,35.139999,35.250000,35.009998,35.099998,31.269342,17860300
+2016-10-26,35.040001,35.209999,34.740002,34.919998,31.108984,19977600
+2016-10-27,35.099998,35.230000,34.750000,34.810001,31.010996,14634700
+2016-10-28,34.869999,35.169998,34.709999,34.740002,30.948633,22296400
+2016-10-31,34.919998,35.080002,34.840000,34.869999,31.064444,19188600
+2016-11-01,34.900002,35.160000,34.270000,34.520000,30.752644,25368200
+2016-11-02,34.599998,34.900002,34.470001,34.599998,30.823914,21416400
+2016-11-03,34.450001,34.520000,33.869999,33.930000,30.455898,19400000
+2016-11-04,33.529999,33.930000,33.419998,33.610001,30.168657,21914700
+2016-11-07,34.240002,34.750000,34.150002,34.689999,31.138071,19296600
+2016-11-08,34.599998,34.950001,34.490002,34.740002,31.182953,14833100
+2016-11-09,34.130001,34.849998,33.669998,34.750000,31.191938,25999400
+2016-11-10,34.950001,34.950001,34.029999,34.500000,30.967533,28249900
+2016-11-11,34.570000,34.869999,34.340000,34.610001,31.066267,22665000
+2016-11-14,34.560001,34.730000,34.200001,34.480000,30.949577,22558900
+2016-11-15,34.639999,35.290001,34.610001,34.910000,31.335560,20676100
+2016-11-16,34.900002,34.919998,34.540001,34.840000,31.272713,18565500
+2016-11-17,34.810001,35.020000,34.630001,35.020000,31.434286,15748500
+2016-11-18,34.900002,35.000000,34.639999,34.950001,31.371458,16806900
+2016-11-21,35.099998,35.200001,34.840000,34.980000,31.398390,14259500
+2016-11-22,35.180000,35.500000,35.110001,35.480000,31.847191,22327400
+2016-11-23,35.480000,35.520000,35.099998,35.200001,31.595860,15843100
+2016-11-25,35.110001,35.450001,35.110001,35.439999,31.811277,6372800
+2016-11-28,35.430000,35.660000,35.209999,35.509998,31.874117,13549000
+2016-11-29,35.639999,35.639999,35.270000,35.310001,31.694597,19581000
+2016-11-30,35.200001,35.299999,34.700001,34.700001,31.147053,27016100
+2016-12-01,34.860001,34.930000,33.560001,33.759998,30.303299,29618700
+2016-12-02,33.720001,34.259998,33.599998,34.160000,30.662350,21492500
+2016-12-05,34.310001,34.419998,33.970001,34.389999,30.868795,14462000
+2016-12-06,34.389999,34.750000,34.299999,34.720001,31.165009,15297700
+2016-12-07,34.669998,35.570000,34.450001,35.500000,31.865137,21710300
+2016-12-08,35.480000,36.029999,35.220001,35.700001,32.044655,19966500
+2016-12-09,35.750000,35.900002,35.590000,35.759998,32.098526,16326900
+2016-12-12,35.779999,36.090000,35.669998,35.970001,32.287018,21985800
+2016-12-13,36.009998,36.889999,35.930000,36.799999,33.032040,35773600
+2016-12-14,36.700001,36.889999,36.459999,36.549999,32.807636,30819400
+2016-12-15,36.740002,37.160000,36.529999,36.790001,33.023056,23721500
+2016-12-16,36.720001,36.869999,36.090000,36.310001,32.592209,38212800
+2016-12-19,36.340000,36.950001,36.270000,36.889999,33.112823,18744300
+2016-12-20,36.950001,37.240002,36.889999,37.209999,33.400051,18551800
+2016-12-21,37.250000,37.349998,36.910000,36.980000,33.193611,14323600
+2016-12-22,37.230000,37.240002,36.810001,36.930000,33.148731,10793900
+2016-12-23,36.930000,36.980000,36.770000,36.970001,33.184631,6287300
+2016-12-27,36.910000,37.330002,36.910000,37.070000,33.274391,9033700
+2016-12-28,37.099998,37.200001,36.580002,36.630001,32.879440,12868600
+2016-12-29,36.509998,36.720001,36.430000,36.660000,32.906368,8447300
+2016-12-30,36.790001,36.799999,36.200001,36.270000,32.556297,17468000
+2017-01-03,36.610001,36.930000,36.270000,36.599998,32.852512,20196500
+2017-01-04,36.709999,36.770000,36.340000,36.410000,32.681965,15915700
+2017-01-05,36.450001,36.720001,36.310001,36.349998,32.628109,13986000
+2017-01-06,36.590000,36.680000,36.189999,36.480000,32.744797,15114000
+2017-01-09,36.480000,36.889999,36.480000,36.610001,32.861485,19461400
+2017-01-10,36.549999,36.930000,36.529999,36.540001,32.798649,15918800
+2017-01-11,36.509998,37.000000,36.509998,36.950001,33.166676,22398400
+2017-01-12,36.830002,36.830002,36.320000,36.709999,32.951237,20391900
+2017-01-13,36.709999,36.860001,36.619999,36.790001,33.023056,15072200
+2017-01-17,36.669998,36.830002,36.590000,36.799999,33.032040,20195200
+2017-01-18,36.889999,37.009998,36.610001,36.759998,32.996128,15382500
+2017-01-19,36.509998,36.910000,36.509998,36.570000,32.825577,13654500
+2017-01-20,36.759998,37.029999,36.580002,36.939999,33.157696,23950900
+2017-01-23,37.070000,37.209999,36.549999,36.770000,33.005112,27752600
+2017-01-24,36.840000,37.740002,36.810001,37.619999,33.768074,35140900
+2017-01-25,37.869999,38.000000,37.520000,37.799999,33.929638,32276400
+2017-01-26,37.820000,37.919998,37.419998,37.560001,33.714218,34144800
+2017-01-27,38.000000,38.450001,37.810001,37.980000,34.091217,44368600
+2017-01-30,37.740002,37.840000,37.330002,37.419998,33.588547,23954700
+2017-01-31,37.220001,37.369999,36.639999,36.820000,33.049988,27059100
+2017-02-01,36.820000,36.950001,36.020000,36.520000,32.780704,28380600
+2017-02-02,36.259998,36.700001,36.200001,36.680000,32.924324,31916900
+2017-02-03,36.689999,36.820000,36.450001,36.520000,33.014725,21038100
+2017-02-06,36.509998,36.509998,36.150002,36.270000,32.788715,21427000
+2017-02-07,36.450001,36.520000,36.240002,36.349998,32.861042,18581900
+2017-02-08,36.340000,36.650002,36.139999,36.380001,32.888165,20807400
+2017-02-09,36.500000,36.500000,35.400002,35.459999,32.056469,47802700
+2017-02-10,35.259998,35.430000,34.840000,35.340000,31.947981,44106500
+2017-02-13,35.570000,35.849998,35.340000,35.799999,32.363834,28180600
+2017-02-14,35.840000,35.959999,35.529999,35.930000,32.481350,25734800
+2017-02-15,35.980000,36.060001,35.669998,36.049999,32.589836,18452200
+2017-02-16,36.180000,36.560001,36.099998,36.410000,32.915283,21317500
+2017-02-17,36.320000,36.480000,36.099998,36.480000,32.978569,18909900
+2017-02-21,36.529999,36.650002,36.330002,36.520000,33.014725,20556000
+2017-02-22,36.340000,36.400002,35.790001,36.070000,32.607914,29904400
+2017-02-23,36.240002,36.299999,35.900002,36.180000,32.707359,22775000
+2017-02-24,36.139999,36.529999,35.950001,36.529999,33.023758,18617600
+2017-02-27,36.419998,36.680000,36.270000,36.509998,33.005684,14065200
+2017-02-28,36.419998,36.459999,36.000000,36.200001,32.725437,24977000
+2017-03-01,35.849998,36.099998,35.439999,35.930000,32.481350,34085900
+2017-03-02,35.930000,36.020000,35.650002,35.910000,32.463272,23602100
+2017-03-03,35.939999,36.090000,35.669998,35.900002,32.454231,17538100
+2017-03-06,35.790001,35.799999,35.419998,35.570000,32.155907,24416700
+2017-03-07,35.540001,35.799999,35.389999,35.799999,32.363834,23434900
+2017-03-08,35.669998,35.900002,35.529999,35.619999,32.201103,20920100
+2017-03-09,35.599998,35.939999,35.500000,35.820000,32.381905,23616800
+2017-03-10,36.119999,36.299999,35.779999,35.910000,32.463272,25402300
+2017-03-13,35.849998,36.040001,34.939999,35.160000,31.785255,53582900
+2017-03-14,35.060001,35.230000,34.660000,35.180000,31.803339,28586900
+2017-03-15,34.939999,35.169998,34.680000,35.099998,31.731012,27996100
+2017-03-16,35.169998,35.360001,35.070000,35.139999,31.767178,19616100
+2017-03-17,35.310001,35.330002,35.099998,35.270000,31.884699,30778900
+2017-03-20,35.369999,35.630001,35.259998,35.430000,32.029339,17322300
+2017-03-21,35.590000,35.599998,35.000000,35.040001,31.676769,22814500
+2017-03-22,35.220001,35.459999,35.000000,35.369999,31.975100,19144500
+2017-03-23,35.490002,35.490002,35.020000,35.270000,31.884699,20640400
+2017-03-24,35.650002,35.730000,35.119999,35.160000,31.785255,22188000
+2017-03-27,35.070000,35.500000,34.939999,35.389999,31.993185,16992200
+2017-03-28,35.340000,35.709999,35.209999,35.599998,32.183018,18398100
+2017-03-29,35.520000,35.700001,35.439999,35.570000,32.155907,17202600
+2017-03-30,35.580002,35.889999,35.520000,35.750000,32.318626,16433000
+2017-03-31,35.750000,36.250000,35.740002,36.070000,32.607914,21438400
+2017-04-03,36.189999,36.740002,36.119999,36.160000,32.689278,32013600
+2017-04-04,36.119999,36.380001,35.990002,36.279999,32.797756,18918000
+2017-04-05,36.430000,36.759998,36.169998,36.220001,32.743515,22455500
+2017-04-06,36.130001,36.279999,36.029999,36.029999,32.571747,20198200
+2017-04-07,36.070000,36.320000,35.990002,36.029999,32.571747,15689500
+2017-04-10,36.020000,36.090000,35.610001,35.799999,32.363834,19973700
+2017-04-11,35.770000,35.790001,35.209999,35.740002,32.309586,22711800
+2017-04-12,35.869999,36.009998,35.500000,35.630001,32.210152,19289800
+2017-04-13,35.549999,35.759998,35.250000,35.250000,31.866621,15764000
+2017-04-17,35.439999,35.590000,35.330002,35.480000,32.074539,12560700
+2017-04-18,35.430000,35.810001,35.299999,35.770000,32.336716,12321100
+2017-04-19,35.970001,36.220001,35.889999,35.910000,32.463272,16594600
+2017-04-20,36.180000,36.270000,35.860001,36.180000,32.707359,22968300
+2017-04-21,36.200001,36.419998,35.849998,36.320000,32.833923,20390500
+2017-04-24,36.669998,36.849998,36.459999,36.750000,33.222645,26305800
+2017-04-25,36.770000,37.000000,36.660000,36.869999,33.331123,22066800
+2017-04-26,36.779999,37.230000,36.779999,36.930000,33.385376,27241000
+2017-04-27,36.869999,37.500000,36.779999,37.430000,33.837379,39890000
+2017-04-28,36.099998,36.490002,35.880001,36.150002,32.680241,56769300
+2017-05-01,36.110001,36.400002,35.939999,36.310001,32.824886,24825600
+2017-05-02,36.369999,37.029999,36.349998,36.970001,33.421535,35813000
+2017-05-03,36.720001,37.169998,36.619999,36.980000,33.679272,22040300
+2017-05-04,36.990002,37.110001,36.639999,36.849998,33.560867,16437100
+2017-05-05,36.860001,36.930000,36.500000,36.820000,33.533550,18119200
+2017-05-08,36.730000,36.849998,36.480000,36.540001,33.278542,17660200
+2017-05-09,36.480000,36.750000,36.279999,36.369999,33.123718,17819100
+2017-05-10,36.270000,36.380001,35.930000,36.009998,32.795845,25133800
+2017-05-11,35.910000,36.000000,35.450001,35.689999,32.504410,21508900
+2017-05-12,35.720001,35.740002,35.400002,35.529999,32.358696,19730800
+2017-05-15,35.529999,35.720001,35.419998,35.630001,32.449772,22120100
+2017-05-16,35.750000,35.889999,35.419998,35.820000,32.622807,22291800
+2017-05-17,35.669998,35.990002,35.020000,35.040001,31.912426,26670200
+2017-05-18,35.189999,35.470001,35.080002,35.220001,32.076363,17171900
+2017-05-19,35.150002,35.549999,35.130001,35.400002,32.240303,18340100
+2017-05-22,35.480000,36.110001,35.380001,35.770000,32.577267,14638100
+2017-05-23,35.869999,35.990002,35.560001,35.860001,32.659237,16903700
+2017-05-24,35.980000,36.180000,35.889999,36.119999,32.896023,20640600
+2017-05-25,36.119999,36.389999,36.060001,36.259998,33.023537,13148500
+2017-05-26,36.259998,36.330002,36.130001,36.259998,33.023537,11145500
+2017-05-30,36.270000,36.439999,36.090000,36.180000,32.950676,13026900
+2017-05-31,36.310001,36.380001,35.869999,36.110001,32.886929,17741900
+2017-06-01,36.119999,36.130001,35.799999,36.119999,32.896023,17510900
+2017-06-02,36.270000,36.330002,36.000000,36.320000,33.078186,19127400
+2017-06-05,36.299999,36.500000,36.200001,36.340000,33.096401,11685700
+2017-06-06,36.160000,36.450001,35.980000,36.130001,32.905140,18420900
+2017-06-07,36.130001,36.570000,36.099998,36.259998,33.023537,17192000
+2017-06-08,36.340000,36.529999,36.160000,36.480000,33.223896,17154200
+2017-06-09,36.500000,36.560001,35.310001,35.709999,32.522621,33322100
+2017-06-12,35.590000,36.009998,35.410000,35.730000,32.540836,28488300
+2017-06-13,35.680000,35.950001,35.529999,35.880001,32.677452,20588200
+2017-06-14,35.990002,36.049999,35.220001,35.529999,32.358696,19149000
+2017-06-15,35.209999,35.480000,35.139999,35.310001,32.158333,20410000
+2017-06-16,35.279999,35.330002,35.009998,35.209999,32.067249,30762800
+2017-06-19,35.610001,35.610001,35.320000,35.509998,32.340469,21583800
+2017-06-20,35.450001,35.450001,34.840000,34.860001,31.748489,21536500
+2017-06-21,34.330002,34.599998,34.090000,34.580002,31.493484,27138500
+2017-06-22,34.560001,34.630001,34.290001,34.360001,31.293127,24602900
+2017-06-23,34.209999,34.549999,34.099998,34.189999,31.138292,29260900
+2017-06-26,34.259998,34.509998,34.029999,34.070000,31.029009,18854800
+2017-06-27,34.000000,34.150002,33.650002,33.650002,30.646500,27078900
+2017-06-28,33.770000,34.240002,33.740002,34.200001,31.147406,25940100
+2017-06-29,33.919998,34.099998,33.340000,33.540001,30.546310,25215700
+2017-06-30,33.869999,33.930000,33.529999,33.740002,30.728462,24432000
+2017-07-03,33.509998,34.029999,33.430000,33.459999,30.473454,12676900
+2017-07-05,33.520000,34.430000,33.490002,34.340000,31.274910,30010800
+2017-07-06,34.119999,34.290001,33.560001,33.630001,30.628284,20733200
+2017-07-07,33.700001,34.119999,33.700001,33.880001,30.855965,18304500
+2017-07-10,33.250000,33.740002,33.230000,33.650002,30.646500,29918400
+2017-07-11,33.639999,33.930000,33.430000,33.919998,30.892395,25737500
+2017-07-12,34.279999,34.389999,33.939999,34.250000,31.192947,23768300
+2017-07-13,34.330002,34.400002,34.119999,34.240002,31.183844,15046200
+2017-07-14,34.480000,34.709999,34.270000,34.680000,31.584562,16316400
+2017-07-17,34.740002,34.740002,34.360001,34.470001,31.393305,21044400
+2017-07-18,34.430000,34.580002,34.250000,34.529999,31.447948,14362800
+2017-07-19,34.680000,34.680000,34.459999,34.560001,31.475273,17036200
+2017-07-20,34.540001,34.840000,34.480000,34.750000,31.648306,17506200
+2017-07-21,34.540001,34.820000,34.400002,34.730000,31.630095,22245000
+2017-07-24,34.730000,34.799999,34.380001,34.500000,31.420622,16146300
+2017-07-25,34.549999,34.740002,34.400002,34.669998,31.575449,18096700
+2017-07-26,34.700001,34.970001,34.590000,34.750000,31.648306,15499300
+2017-07-27,34.779999,35.250000,34.669998,34.970001,31.848686,43062800
+2017-07-28,35.130001,35.860001,35.000000,35.310001,32.158333,36291500
+2017-07-31,35.470001,35.740002,35.320000,35.470001,32.304054,27057000
+2017-08-01,35.660000,36.430000,35.570000,36.349998,33.105499,38710200
+2017-08-02,36.330002,36.669998,36.060001,36.639999,33.369621,35004300
+2017-08-03,36.549999,36.590000,36.150002,36.490002,33.482483,26611300
+2017-08-04,36.450001,36.560001,36.099998,36.299999,33.308140,20520300
+2017-08-07,36.389999,36.549999,36.220001,36.430000,33.427422,18169300
+2017-08-08,36.369999,36.700001,36.299999,36.410000,33.409069,22819900
+2017-08-09,36.279999,36.660000,36.020000,36.590000,33.574230,22796800
+2017-08-10,36.400002,36.560001,36.110001,36.139999,33.161324,22693300
+2017-08-11,36.259998,36.400002,35.790001,35.869999,32.913582,19275100
+2017-08-14,36.119999,36.470001,36.080002,36.340000,33.344849,18469400
+2017-08-15,36.299999,36.320000,35.820000,36.000000,33.032864,21706600
+2017-08-16,35.980000,36.070000,35.560001,35.810001,32.858528,22014000
+2017-08-17,35.599998,35.680000,35.169998,35.169998,32.271271,19525000
+2017-08-18,35.290001,35.310001,34.990002,35.009998,32.124462,16231400
+2017-08-21,35.090000,35.279999,34.700001,34.919998,32.041878,26493300
+2017-08-22,35.020000,35.189999,34.619999,34.650002,31.794136,26097800
+2017-08-23,34.540001,34.810001,34.380001,34.660000,31.803308,19648100
+2017-08-24,34.700001,34.889999,34.549999,34.709999,31.849182,14301900
+2017-08-25,34.820000,34.930000,34.580002,34.669998,31.812479,14726800
+2017-08-28,34.779999,34.799999,34.590000,34.650002,31.794136,20712900
+2017-08-29,34.509998,34.750000,34.459999,34.730000,31.867535,15843700
+2017-08-30,34.750000,34.959999,34.630001,34.889999,32.014355,18565000
+2017-08-31,34.939999,35.180000,34.869999,35.070000,32.179523,16366800
+2017-09-01,35.240002,35.389999,35.070000,35.090000,32.197868,12822000
+2017-09-05,35.020000,35.330002,34.930000,35.020000,32.133640,18772000
+2017-09-06,35.220001,35.939999,35.110001,35.759998,32.812653,28076400
+2017-09-07,35.880001,35.950001,35.330002,35.540001,32.610783,16297100
+2017-09-08,35.419998,35.540001,35.080002,35.189999,32.289627,14125000
+2017-09-11,35.490002,36.000000,35.139999,35.770000,32.821819,20037600
+2017-09-12,35.880001,36.340000,35.740002,36.090000,33.115452,19489900
+2017-09-13,36.000000,36.400002,35.970001,36.330002,33.335670,15509800
+2017-09-14,36.189999,36.700001,36.160000,36.480000,33.473305,18093900
+2017-09-15,36.549999,37.080002,36.220001,37.000000,33.950447,33596100
+2017-09-18,37.000000,37.330002,36.799999,37.000000,33.950447,19393800
+2017-09-19,37.200001,37.299999,37.020000,37.230000,34.161488,23850500
+2017-09-20,37.230000,37.290001,36.660000,37.070000,34.014675,23957500
+2017-09-21,36.990002,37.270000,36.849998,37.200001,34.133965,22954200
+2017-09-22,36.950001,37.220001,36.950001,37.180000,34.115616,21631800
+2017-09-25,37.049999,37.230000,36.849998,37.160000,34.097252,23180800
+2017-09-26,37.209999,37.639999,37.000000,37.470001,34.381714,29790400
+2017-09-27,37.619999,37.689999,37.099998,37.540001,34.445938,25981400
+2017-09-28,37.320000,37.880001,37.290001,37.830002,34.712032,21171400
+2017-09-29,37.840000,38.150002,37.700001,38.080002,34.941441,23217300
+2017-10-02,38.119999,39.090000,38.080002,39.040001,35.822315,37394500
+2017-10-03,38.950001,39.700001,38.950001,39.380001,36.134293,34002200
+2017-10-04,39.389999,39.400002,38.860001,39.340000,36.097584,28368800
+2017-10-05,39.500000,39.650002,39.209999,39.529999,36.271919,17710300
+2017-10-06,39.599998,39.889999,39.419998,39.630001,36.363682,18887500
+2017-10-09,39.680000,39.880001,39.520000,39.860001,36.574722,18494100
+2017-10-10,39.930000,39.950001,39.380001,39.650002,36.382038,29890000
+2017-10-11,39.480000,39.669998,39.060001,39.299999,36.060879,30754700
+2017-10-12,39.349998,39.389999,38.980000,39.189999,35.959934,18286900
+2017-10-13,39.439999,39.810001,39.279999,39.669998,36.400375,16829400
+2017-10-16,39.709999,39.790001,39.439999,39.759998,36.482964,12489100
+2017-10-17,39.560001,39.869999,39.369999,39.790001,36.510498,15532800
+2017-10-18,39.799999,40.290001,39.599998,40.250000,36.932579,21424600
+2017-10-19,39.880001,40.330002,39.830002,40.090000,36.785767,19222700
+2017-10-20,40.330002,40.450001,40.099998,40.430000,37.097740,18335700
+2017-10-23,40.549999,41.040001,40.400002,40.830002,37.464779,28647000
+2017-10-24,41.000000,41.049999,40.720001,40.950001,37.574894,19652400
+2017-10-25,40.889999,41.060001,40.490002,40.779999,37.418900,24031700
+2017-10-26,40.910000,41.580002,40.709999,41.349998,37.941917,38247400
+2017-10-27,43.299999,45.000000,43.099998,44.400002,40.740532,90028300
+2017-10-30,44.480000,45.189999,43.880001,44.369999,40.713005,48161500
+2017-10-31,45.200001,45.799999,44.650002,45.490002,41.740700,47000900
+2017-11-01,45.970001,46.709999,45.590000,46.709999,42.860146,47813700
+2017-11-02,46.610001,47.230000,46.209999,47.099998,43.217999,44602300
+2017-11-03,47.200001,47.299999,45.599998,46.340000,42.520641,39298100
+2017-11-06,46.599998,46.740002,46.090000,46.700001,43.104904,34035000
+2017-11-07,46.700001,47.090000,46.389999,46.779999,43.178745,24461400
+2017-11-08,46.619999,46.700001,46.279999,46.700001,43.104904,21565800
+2017-11-09,46.049999,46.389999,45.650002,46.299999,42.735699,25570400
+2017-11-10,46.040001,46.090000,45.380001,45.580002,42.071129,24095400
+2017-11-13,45.259998,45.939999,45.250000,45.750000,42.228039,18999000
+2017-11-14,45.700001,45.919998,45.320000,45.860001,42.329575,22201200
+2017-11-15,45.389999,45.810001,45.169998,45.459999,41.960365,17157200
+2017-11-16,45.630001,46.070000,45.459999,45.650002,42.135742,26439400
+2017-11-17,45.500000,45.619999,44.619999,44.630001,41.194260,63798000
+2017-11-20,44.730000,45.119999,44.500000,44.619999,41.185032,22420000
+2017-11-21,44.720001,45.220001,44.709999,44.939999,41.480392,21871000
+2017-11-22,44.939999,44.950001,44.540001,44.650002,41.212723,19538300
+2017-11-24,44.549999,44.779999,44.430000,44.750000,41.305019,6465800
+2017-11-27,44.419998,44.610001,44.270000,44.490002,41.065041,18202100
+2017-11-28,44.650002,44.840000,44.320000,44.730000,41.286560,20194100
+2017-11-29,44.849998,45.090000,43.770000,43.950001,40.566608,27036900
+2017-11-30,44.360001,45.200001,44.330002,44.840000,41.388096,34145300
+2017-12-01,44.730000,44.840000,43.529999,44.680000,41.240414,26656300
+2017-12-04,45.020000,45.299999,44.330002,44.490002,41.065041,28000800
+2017-12-05,44.599998,44.900002,43.230000,43.439999,40.095879,30626900
+2017-12-06,43.139999,43.720001,42.669998,43.450001,40.105103,27710800
+2017-12-07,43.459999,43.599998,42.779999,43.080002,39.763588,32708400
+2017-12-08,43.349998,43.580002,43.110001,43.349998,40.012802,23154700
+2017-12-11,43.279999,43.779999,43.250000,43.660000,40.298935,20425900
+2017-12-12,43.470001,43.619999,43.080002,43.330002,39.994343,16557400
+2017-12-13,43.650002,43.660000,43.240002,43.340000,40.003571,21399500
+2017-12-14,43.430000,43.570000,43.020000,43.259998,39.929729,19644900
+2017-12-15,43.400002,44.840000,43.070000,44.560001,41.129654,47477000
+2017-12-18,45.150002,46.349998,45.040001,46.259998,42.698780,50369300
+2017-12-19,46.299999,47.259998,45.889999,47.040001,43.418732,41421100
+2017-12-20,47.470001,47.639999,46.660000,47.560001,43.898705,40935000
+2017-12-21,47.540001,47.590000,46.560001,46.759998,43.160282,42963500
+2017-12-22,46.330002,47.020000,46.020000,46.700001,43.104904,33913500
+2017-12-26,46.279999,46.470001,45.950001,46.080002,42.532631,15533300
+2017-12-27,46.110001,46.360001,46.000000,46.110001,42.560333,13359700
+2017-12-28,46.360001,46.360001,45.950001,46.220001,42.661861,9504400
+2017-12-29,46.209999,46.490002,46.090000,46.160000,42.606480,17394500
+2018-01-02,46.380001,46.900002,46.209999,46.849998,43.243359,23370800
+2018-01-03,45.470001,46.209999,43.650002,45.259998,41.775768,116479000
+2018-01-04,43.520000,44.650002,42.689999,44.430000,41.009666,89209100
+2018-01-05,44.430000,45.150002,43.900002,44.740002,41.295795,41824000
+2018-01-08,44.270000,44.840000,43.959999,44.740002,41.295795,33733800
+2018-01-09,44.700001,44.840000,43.490002,43.619999,40.262016,44282300
+2018-01-10,43.330002,43.599998,42.439999,42.500000,39.228237,45735000
+2018-01-11,42.799999,43.580002,42.450001,43.410000,40.068188,35371500
+2018-01-12,43.450001,43.599998,43.009998,43.240002,39.911274,29973600
+2018-01-16,43.549999,43.790001,42.889999,43.139999,39.818970,38367200
+2018-01-17,43.549999,44.450001,43.509998,44.389999,40.972740,32368600
+2018-01-18,44.400002,44.740002,44.169998,44.480000,41.055817,26826500
+2018-01-19,44.619999,44.889999,44.250000,44.820000,41.369640,25780200
+2018-01-22,44.799999,45.790001,44.790001,45.750000,42.228039,27706800
+2018-01-23,45.810001,46.090000,45.630001,46.060001,42.514179,22135100
+2018-01-24,45.900002,46.130001,44.959999,45.509998,42.006516,32464200
+2018-01-25,45.880001,46.369999,45.169998,45.299999,41.812687,36758700
+2018-01-26,48.380001,50.150002,48.119999,50.080002,46.224712,86916100
+2018-01-29,49.599998,50.849998,49.369999,49.980000,46.132404,46304000
+2018-01-30,49.480000,50.060001,48.740002,48.790001,45.034016,32814600
+2018-01-31,49.230000,49.250000,47.560001,48.139999,44.434055,41619900
+2018-02-01,47.700001,48.470001,47.450001,47.650002,43.981785,28840400
+2018-02-02,47.320000,47.790001,46.099998,46.150002,42.597256,28663000
+2018-02-05,46.349998,47.259998,44.500000,44.520000,41.092728,47869000
+2018-02-06,44.020000,44.930000,43.029999,44.910000,41.733932,58145400
+2018-02-07,44.580002,46.299999,44.340000,45.200001,42.003426,37508400
+2018-02-08,45.279999,45.419998,42.740002,42.750000,39.726688,43151300
+2018-02-09,43.500000,44.279999,42.040001,43.950001,40.841827,49301100
+2018-02-12,44.150002,45.160000,44.090000,44.830002,41.659592,28379500
+2018-02-13,44.590000,44.779999,44.259998,44.459999,41.315762,19517600
+2018-02-14,44.070000,45.509998,44.040001,45.380001,42.170696,19922000
+2018-02-15,45.880001,45.990002,44.950001,45.919998,42.672504,23536800
+2018-02-16,45.820000,46.590000,45.509998,45.560001,42.337971,21475200
+2018-02-20,45.459999,46.709999,45.389999,46.320000,43.044220,25512000
+2018-02-21,46.669998,47.060001,45.919998,45.939999,42.691093,27527500
+2018-02-22,46.139999,46.560001,45.619999,45.799999,42.560989,16946400
+2018-02-23,46.340000,47.790001,46.310001,47.730000,44.354504,26040900
+2018-02-26,48.200001,49.130001,48.099998,49.110001,45.636906,26992300
+2018-02-27,49.369999,50.900002,49.310001,49.910000,46.380325,43624100
+2018-02-28,50.180000,50.340000,49.279999,49.290001,45.804176,35541200
+2018-03-01,49.500000,49.720001,47.470001,47.840000,44.456722,36326600
+2018-03-02,47.200001,49.049999,46.959999,48.980000,45.516102,33310600
+2018-03-05,48.570000,49.799999,48.040001,49.750000,46.231651,30826500
+2018-03-06,50.160000,51.330002,50.150002,50.709999,47.123749,39132300
+2018-03-07,50.180000,51.490002,50.099998,51.320000,47.690609,31801900
+2018-03-08,51.790001,52.080002,50.470001,50.740002,47.151634,29481200
+2018-03-09,51.270000,52.299999,51.000000,52.189999,48.499084,32727900
+2018-03-12,51.860001,51.950001,50.500000,51.520000,47.876472,32044400
+2018-03-13,52.520000,53.779999,51.389999,51.779999,48.118088,45573900
+2018-03-14,52.060001,52.180000,51.310001,51.860001,48.192432,24993500
+2018-03-15,52.230000,52.299999,50.880001,50.880001,47.281731,25631200
+2018-03-16,51.169998,51.700001,50.990002,51.169998,47.551216,42559800
+2018-03-19,50.740002,51.230000,49.930000,50.830002,47.235264,31115200
+2018-03-20,50.880001,51.810001,50.849998,51.549999,47.904346,22215000
+2018-03-21,51.549999,52.169998,51.169998,51.560001,47.913647,23239500
+2018-03-22,50.740002,51.959999,50.599998,50.830002,47.235264,30916000
+2018-03-23,50.590000,50.990002,49.360001,49.360001,45.869228,37683900
+2018-03-26,50.740002,52.490002,50.320000,52.480000,48.768581,39306200
+2018-03-27,53.009998,53.250000,50.779999,51.189999,47.569813,38777000
+2018-03-28,50.500000,50.700001,49.009998,49.599998,46.092258,37970900
+2018-03-29,49.980000,52.080002,49.869999,52.080002,48.396866,45265800
+2018-04-02,51.689999,52.040001,47.290001,48.919998,45.460342,67187800
+2018-04-03,49.000000,49.959999,48.410000,49.750000,46.231651,39432400
+2018-04-04,48.099998,50.160000,48.009998,49.990002,46.454674,30370000
+2018-04-05,50.009998,50.720001,49.970001,50.380001,46.817093,25115400
+2018-04-06,49.790001,50.400002,48.500000,48.790001,45.339542,28215200
+2018-04-09,49.160000,51.110001,49.160000,49.549999,46.045792,31437000
+2018-04-10,51.119999,51.490002,50.340000,51.270000,47.644154,25906400
+2018-04-11,50.990002,51.730000,50.820000,51.099998,47.486172,17568400
+2018-04-12,51.490002,53.270000,51.450001,52.720001,48.991608,29781400
+2018-04-13,53.060001,53.209999,51.599998,51.860001,48.192432,20884900
+2018-04-16,52.290001,52.529999,51.790001,52.400002,48.694237,18855500
+2018-04-17,52.910000,53.700001,52.889999,53.540001,49.753613,21228700
+2018-04-18,53.520000,54.360001,53.340000,53.610001,49.818672,22164700
+2018-04-19,52.950001,52.959999,51.610001,52.220001,48.526966,25422400
+2018-04-20,52.169998,52.279999,50.880001,51.529999,47.885757,26910100
+2018-04-23,51.689999,51.889999,50.849998,51.099998,47.486172,21706700
+2018-04-24,51.869999,53.639999,51.139999,51.450001,47.811424,42494700
+2018-04-25,51.860001,52.099998,50.599998,51.380001,47.746376,25752800
+2018-04-26,52.259998,53.270000,52.070000,53.049999,49.298275,39575000
+2018-04-27,55.439999,55.790001,52.230000,52.730000,49.000900,69888100
+2018-04-30,52.560001,53.369999,51.209999,51.619999,47.969398,36417400
+2018-05-01,51.639999,53.419998,51.439999,53.330002,49.558468,27600800
+2018-05-02,53.090000,53.200001,52.150002,52.310001,48.610600,25778300
+2018-05-03,51.889999,52.560001,51.209999,52.279999,48.582729,28561000
+2018-05-04,51.619999,52.840000,51.000000,52.779999,49.330433,25642500
+2018-05-07,52.860001,53.580002,52.830002,53.330002,49.844494,20285700
+2018-05-08,53.290001,53.630001,52.799999,53.630001,50.124878,21026800
+2018-05-09,53.759998,54.369999,53.189999,54.340000,50.788483,19827500
+2018-05-10,54.549999,55.000000,54.099998,54.980000,51.386650,18715900
+2018-05-11,54.619999,55.189999,54.430000,54.669998,51.096909,15405000
+2018-05-14,54.770000,55.240002,54.740002,54.900002,51.311882,21878200
+2018-05-15,54.580002,54.750000,53.560001,53.919998,50.395927,21712600
+2018-05-16,54.169998,54.700001,53.959999,54.639999,51.068867,16260500
+2018-05-17,54.549999,55.439999,54.419998,54.810001,51.227760,16872600
+2018-05-18,54.529999,54.540001,53.470001,53.500000,50.003376,23679900
+2018-05-21,54.360001,55.220001,53.860001,54.320000,50.769783,25367400
+2018-05-22,54.730000,55.049999,54.049999,54.450001,50.891293,19009600
+2018-05-23,54.000000,55.230000,53.840000,55.209999,51.601616,20555400
+2018-05-24,55.180000,55.299999,54.130001,54.750000,51.171684,19667100
+2018-05-25,54.799999,55.500000,54.540001,55.439999,51.816586,18550000
+2018-05-29,55.119999,55.810001,54.810001,55.320000,51.704430,24253500
+2018-05-30,55.889999,56.200001,55.619999,55.680000,52.040897,24711500
+2018-05-31,55.669998,55.860001,55.060001,55.200001,51.592278,30962100
+2018-06-01,55.840000,57.099998,55.799999,57.080002,53.349403,31183200
+2018-06-04,57.009998,57.599998,56.779999,56.830002,53.115738,22538100
+2018-06-05,56.900002,57.119999,56.220001,56.529999,52.835342,21687000
+2018-06-06,56.529999,57.060001,56.080002,57.029999,53.302666,22955400
+2018-06-07,56.919998,57.000000,55.619999,55.880001,52.227833,27596100
+2018-06-08,55.560001,55.700001,54.660000,55.049999,51.452076,30822900
+2018-06-11,54.799999,55.090000,54.259998,54.520000,50.956711,25752400
+2018-06-12,54.869999,55.029999,54.220001,54.820000,51.237106,23294900
+2018-06-13,54.980000,55.700001,54.910000,55.029999,51.433384,22631400
+2018-06-14,55.450001,55.860001,55.180000,55.540001,51.910046,23419800
+2018-06-15,55.169998,55.380001,54.580002,55.110001,51.508152,39194700
+2018-06-18,54.299999,54.299999,52.340000,53.220001,49.741680,40764400
+2018-06-19,52.139999,52.950001,51.880001,52.930000,49.470631,31780900
+2018-06-20,53.189999,53.750000,52.689999,53.459999,49.965996,21403000
+2018-06-21,54.380001,54.529999,51.939999,52.189999,48.778996,44435600
+2018-06-22,52.619999,53.090000,52.299999,52.500000,49.068733,34682100
+2018-06-25,51.169998,51.750000,49.910000,50.709999,47.395721,45356500
+2018-06-26,49.950001,50.410000,49.360001,49.669998,46.423702,37543000
+2018-06-27,49.340000,50.060001,48.750000,48.759998,45.573174,33338800
+2018-06-28,48.580002,49.490002,48.500000,49.250000,46.031151,29055700
+2018-06-29,49.529999,50.110001,49.500000,49.709999,46.461086,28906500
+2018-07-02,49.040001,50.270000,48.830002,50.200001,46.919064,23755500
+2018-07-03,50.580002,50.860001,49.430000,49.470001,46.236774,16327900
+2018-07-05,49.980000,50.959999,49.750000,50.750000,47.433109,26163500
+2018-07-06,50.770000,51.500000,50.400002,51.369999,48.012592,19968000
+2018-07-09,51.639999,51.889999,51.000000,51.860001,48.470570,21361600
+2018-07-10,52.099998,52.259998,51.840000,52.160000,48.750957,17362900
+2018-07-11,51.689999,51.869999,51.189999,51.200001,47.853699,18665600
+2018-07-12,52.049999,52.480000,51.730000,52.349998,48.928535,20292700
+2018-07-13,52.400002,52.419998,51.759998,52.220001,48.807037,13749300
+2018-07-16,52.150002,52.320000,51.869999,52.009998,48.610756,15951500
+2018-07-17,51.049999,51.880001,51.009998,51.750000,48.367756,15754500
+2018-07-18,51.869999,51.970001,51.470001,51.720001,48.339718,14649000
+2018-07-19,51.599998,52.009998,51.049999,51.980000,48.582726,15954600
+2018-07-20,51.830002,52.070000,51.330002,51.910000,48.517300,17380500
+2018-07-23,51.770000,52.500000,51.330002,52.310001,48.891151,15945500
+2018-07-24,52.759998,53.299999,52.080002,52.180000,48.769657,17788700
+2018-07-25,52.209999,52.450001,51.090000,52.430000,49.003307,19854800
+2018-07-26,52.450001,53.180000,51.869999,52.160000,48.750957,28282500
+2018-07-27,48.759998,49.200001,47.480000,47.680000,44.563759,67816700
+2018-07-30,47.630001,47.990002,46.430000,47.689999,44.573105,35696600
+2018-07-31,48.240002,48.680000,47.689999,48.099998,44.956310,36581200
+2018-08-01,48.060001,48.910000,48.000000,48.810001,45.619904,28060700
+2018-08-02,48.500000,49.520000,48.200001,49.480000,46.246117,26452500
+2018-08-03,49.500000,49.779999,49.169998,49.630001,46.386314,22008200
+2018-08-06,48.770000,49.310001,48.320000,49.299999,46.358101,26669000
+2018-08-07,49.430000,49.830002,49.410000,49.700001,46.734234,28322700
+2018-08-08,49.599998,50.130001,49.439999,49.959999,46.978722,21990600
+2018-08-09,49.860001,50.599998,49.720001,50.139999,47.147968,23795600
+2018-08-10,48.509998,49.169998,48.299999,48.849998,45.934956,28712400
+2018-08-13,48.919998,49.240002,48.380001,48.450001,45.558830,17070600
+2018-08-14,48.669998,48.759998,47.650002,48.119999,45.248512,23061600
+2018-08-15,47.779999,48.000000,46.900002,47.459999,44.627903,26739900
+2018-08-16,47.750000,47.950001,47.049999,47.169998,44.355202,24358000
+2018-08-17,47.000000,47.389999,46.330002,47.099998,44.289379,26382000
+2018-08-20,47.049999,47.119999,46.189999,46.500000,43.725189,24334000
+2018-08-21,46.660000,47.849998,46.639999,47.619999,44.778351,19254300
+2018-08-22,47.250000,47.349998,46.919998,47.049999,44.242371,23182500
+2018-08-23,46.860001,47.169998,46.709999,46.980000,44.176540,31343200
+2018-08-24,47.290001,47.889999,47.080002,47.660000,44.815971,18214700
+2018-08-27,48.000000,48.389999,47.630001,48.349998,45.464790,17170300
+2018-08-28,48.549999,48.790001,48.310001,48.570000,45.671665,13472400
+2018-08-29,48.700001,48.860001,48.400002,48.750000,45.840919,13479100
+2018-08-30,48.520000,48.830002,48.090000,48.240002,45.361359,16418800
+2018-08-31,47.959999,48.560001,47.919998,48.430000,45.540016,16484000
+2018-09-04,48.380001,48.430000,47.560001,47.959999,45.098072,15682900
+2018-09-05,47.750000,48.119999,47.470001,47.720001,44.872391,20857200
+2018-09-06,47.759998,47.959999,47.209999,47.259998,44.439831,19318100
+2018-09-07,46.910000,47.480000,46.360001,46.450001,43.678173,25958300
+2018-09-10,46.560001,46.759998,46.230000,46.299999,43.537121,21522400
+2018-09-11,46.000000,46.029999,44.889999,44.930000,42.248878,32455300
+2018-09-12,44.560001,44.980000,44.060001,44.930000,42.248878,29778700
+2018-09-13,45.680000,45.849998,45.110001,45.570000,42.850689,18657100
+2018-09-14,45.779999,45.970001,45.349998,45.540001,42.822479,22998700
+2018-09-17,45.290001,45.900002,45.189999,45.419998,42.709641,17603200
+2018-09-18,45.580002,46.529999,45.410000,46.099998,43.349060,20528100
+2018-09-19,46.090000,46.439999,45.889999,46.150002,43.396076,15918900
+2018-09-20,46.779999,47.360001,46.520000,47.200001,44.383419,21999300
+2018-09-21,47.119999,47.419998,46.369999,46.660000,43.875645,52650600
+2018-09-24,46.310001,47.000000,46.150002,46.910000,44.110718,17847000
+2018-09-25,46.220001,46.389999,45.799999,45.910000,43.170391,23389900
+2018-09-26,46.040001,46.299999,45.580002,45.700001,42.972927,23957700
+2018-09-27,45.910000,46.169998,45.730000,45.880001,43.142185,15415500
+2018-09-28,45.619999,47.750000,45.459999,47.290001,44.468044,46223500
+2018-10-01,46.790001,47.220001,46.200001,46.450001,43.678173,23796200
+2018-10-02,47.509998,48.880001,47.320000,48.099998,45.229713,42121100
+2018-10-03,48.619999,49.720001,48.560001,48.759998,45.850327,39211900
+2018-10-04,48.840000,48.860001,47.619999,48.130001,45.257927,30108300
+2018-10-05,48.230000,48.340000,46.660000,47.029999,44.223564,28901400
+2018-10-08,46.959999,47.349998,46.520000,47.029999,44.223564,19376800
+2018-10-09,47.180000,47.619999,46.540001,46.549999,43.772213,23285700
+2018-10-10,46.060001,46.119999,44.799999,44.799999,42.126633,43109500
+2018-10-11,45.150002,45.610001,43.730000,44.230000,41.590652,43648800
+2018-10-12,45.270000,45.340000,44.230000,44.880001,42.201862,32087400
+2018-10-15,44.630001,45.139999,44.439999,44.529999,41.872746,21633000
+2018-10-16,44.900002,46.009998,44.830002,45.939999,43.198605,21472000
+2018-10-17,46.000000,46.330002,45.540001,45.889999,43.151592,23124400
+2018-10-18,45.650002,45.750000,44.830002,44.970001,42.286488,26638800
+2018-10-19,45.020000,45.180000,43.860001,44.000000,41.374371,28368500
+2018-10-22,44.500000,45.340000,44.099998,45.009998,42.324097,34508800
+2018-10-23,44.180000,45.090000,43.910000,44.500000,41.844532,38590300
+2018-10-24,44.160000,44.360001,42.360001,42.419998,39.888653,33631800
+2018-10-25,43.540001,44.939999,43.279999,44.310001,41.665878,48255300
+2018-10-26,45.590000,46.439999,44.700001,45.689999,42.963524,67280400
+2018-10-29,46.500000,46.750000,44.439999,45.400002,42.690826,35732200
+2018-10-30,45.529999,47.880001,45.459999,47.759998,44.910000,43975200
+2018-10-31,48.290001,48.560001,46.830002,46.880001,44.082512,33369100
+2018-11-01,46.950001,48.470001,46.860001,48.220001,45.342548,28335300
+2018-11-02,48.130001,48.250000,46.750000,47.110001,44.298786,30759800
+2018-11-05,47.340000,48.250000,46.919998,47.970001,45.107471,23751200
+2018-11-06,47.799999,47.919998,47.029999,47.250000,44.710045,23839600
+2018-11-07,47.630001,48.750000,47.590000,48.720001,46.101021,29913200
+2018-11-08,48.490002,49.290001,48.459999,48.990002,46.356514,26581700
+2018-11-09,48.790001,49.029999,47.869999,48.110001,45.523815,21761400
+2018-11-12,47.709999,47.799999,46.599998,46.650002,44.142292,24412800
+2018-11-13,46.990002,48.250000,46.990002,47.389999,44.842522,29315900
+2018-11-14,47.849998,47.970001,46.889999,47.090000,44.558647,25632700
+2018-11-15,47.009998,48.240002,46.720001,48.110001,45.523815,29581000
+2018-11-16,47.770000,49.049999,47.689999,48.830002,46.205112,31670600
+2018-11-19,48.610001,49.150002,47.779999,48.000000,45.419731,26859000
+2018-11-20,47.400002,48.119999,47.090000,47.389999,44.842522,29200800
+2018-11-21,47.849998,47.880001,47.020000,47.029999,44.501873,19011400
+2018-11-23,46.689999,47.070000,46.520000,46.540001,44.038212,8906900
+2018-11-26,47.270000,47.459999,46.700001,47.450001,44.899292,20723000
+2018-11-27,46.939999,48.220001,46.590000,48.070000,45.485966,27621000
+2018-11-28,47.939999,48.880001,47.650002,48.860001,46.233498,28003200
+2018-11-29,48.490002,48.560001,47.630001,47.700001,45.135857,23592500
+2018-11-30,47.950001,49.320000,47.560001,49.310001,46.659306,43313700
+2018-12-03,50.000000,50.500000,49.529999,50.130001,47.435234,30870400
+2018-12-04,49.520000,49.599998,47.680000,47.750000,45.183167,35397700
+2018-12-06,46.799999,48.389999,46.520000,48.369999,45.769844,31661700
+2018-12-07,47.939999,48.060001,46.230000,46.240002,43.754341,34016400
+2018-12-10,46.279999,47.459999,46.009998,47.209999,44.672192,23289000
+2018-12-11,47.900002,48.590000,47.130001,47.380001,44.833057,23851000
+2018-12-12,48.580002,48.639999,47.410000,47.830002,45.258869,31305000
+2018-12-13,48.259998,48.580002,47.860001,48.290001,45.694141,19526000
+2018-12-14,47.889999,48.759998,47.849998,47.860001,45.287258,26372100
+2018-12-17,47.860001,48.410000,46.660000,47.080002,44.549191,26598700
+2018-12-18,47.470001,48.450001,47.360001,47.740002,45.173706,29014300
+2018-12-19,47.490002,47.730000,45.380001,45.570000,43.120358,39717600
+2018-12-20,45.410000,46.310001,45.009998,45.540001,43.091969,37750900
+2018-12-21,45.750000,46.650002,44.799999,44.840000,42.429600,52768300
+2018-12-24,44.630001,45.169998,43.540001,43.590000,41.246796,19241600
+2018-12-26,44.000000,46.200001,43.509998,46.189999,43.707024,28677600
+2018-12-27,45.619999,46.380001,44.669998,46.360001,43.867893,29970700
+2018-12-28,46.509998,47.740002,46.299999,46.750000,44.236927,24758700
+2018-12-31,47.090000,47.480000,46.549999,46.930000,44.407246,20490400
+2019-01-02,45.959999,47.470001,45.770000,47.080002,44.549191,18774600
+2019-01-03,46.150002,46.279999,44.389999,44.490002,42.098412,32267300
+2019-01-04,45.840000,47.570000,45.540001,47.220001,44.681660,35447300
+2019-01-07,47.099998,48.000000,46.750000,47.439999,44.889828,22736800
+2019-01-08,47.799999,48.029999,46.779999,47.740002,45.173706,22749200
+2019-01-09,47.959999,48.570000,47.779999,48.009998,45.429184,22554500
+2019-01-10,47.750000,48.650002,47.410000,48.560001,45.949623,27202600
+2019-01-11,48.099998,49.290001,48.049999,48.930000,46.299736,21751300
+2019-01-14,48.459999,48.830002,48.299999,48.349998,45.750908,19193900
+2019-01-15,48.709999,49.130001,48.439999,48.599998,45.987473,22480800
+2019-01-16,48.599998,48.889999,48.080002,48.130001,45.542744,19057700
+2019-01-17,48.000000,48.840000,47.910000,48.470001,45.864464,17448700
+2019-01-18,49.110001,49.380001,48.689999,49.189999,46.545753,29874600
+2019-01-22,48.959999,48.980000,47.869999,48.270000,45.675220,25940700
+2019-01-23,48.410000,48.799999,47.520000,47.939999,45.362953,18960700
+2019-01-24,48.700001,50.040001,48.599998,49.759998,47.085117,50578300
+2019-01-25,46.849998,47.430000,45.750000,47.040001,44.511337,86455700
+2019-01-28,46.130001,46.730000,46.049999,46.709999,44.199078,35928700
+2019-01-29,46.779999,46.970001,46.330002,46.540001,44.038212,20988300
+2019-01-30,46.680000,47.680000,46.450001,47.540001,44.984459,26931700
+2019-01-31,46.700001,47.180000,46.099998,47.119999,44.587032,43051300
+2019-02-01,47.060001,49.049999,47.009998,48.730000,46.110485,37442900
+2019-02-04,48.619999,49.240002,48.240002,49.220001,46.574154,20905000
+2019-02-05,49.180000,50.720001,49.180000,50.009998,47.321674,31641600
+2019-02-06,49.950001,50.639999,49.820000,49.900002,47.516888,21647800
+2019-02-07,49.500000,49.849998,48.680000,49.230000,46.878887,27825900
+2019-02-08,48.770000,49.020000,48.009998,48.840000,46.507511,18851200
+2019-02-11,49.020000,49.320000,48.580002,48.770000,46.440853,18004100
+2019-02-12,49.360001,50.139999,49.270000,50.009998,47.621635,18050100
+2019-02-13,50.130001,50.810001,50.000000,50.470001,48.059669,17712800
+2019-02-14,50.410000,51.040001,50.349998,50.810001,48.383430,17545400
+2019-02-15,51.250000,51.669998,51.090000,51.660000,49.192833,22520400
+2019-02-19,51.349998,51.709999,51.340000,51.400002,48.945251,15611800
+2019-02-20,51.630001,51.730000,51.060001,51.389999,48.935730,21607700
+2019-02-21,51.320000,51.840000,51.209999,51.410000,48.954777,16162100
+2019-02-22,52.700001,52.980000,52.060001,52.490002,49.983200,31934100
+2019-02-25,53.060001,53.610001,52.860001,53.099998,50.564060,20711800
+2019-02-26,53.009998,53.369999,52.910000,53.230000,50.687855,16082200
+2019-02-27,52.759998,53.380001,52.509998,53.240002,50.697384,17590300
+2019-02-28,52.919998,53.180000,52.810001,52.959999,50.430748,18388800
+2019-03-01,53.439999,53.680000,52.889999,53.299999,50.754513,18359300
+2019-03-04,53.750000,54.099998,53.209999,53.939999,51.363945,21706100
+2019-03-05,53.849998,53.990002,53.110001,53.680000,51.116364,21057700
+2019-03-06,53.630001,53.650002,52.939999,52.950001,50.421227,14740500
+2019-03-07,52.770000,52.990002,52.360001,52.599998,50.087944,17803000
+2019-03-08,51.970001,52.560001,51.700001,52.480000,49.973675,16793900
+2019-03-11,52.880001,53.650002,52.570000,53.349998,50.802124,18963000
+2019-03-12,53.340000,53.959999,53.180000,53.570000,51.011616,20782100
+2019-03-13,54.000000,54.570000,53.650002,54.369999,51.773411,25522300
+2019-03-14,54.299999,54.450001,53.330002,53.439999,50.887825,26647100
+2019-03-15,53.680000,54.689999,53.680000,54.330002,51.735325,46512500
+2019-03-18,54.419998,54.509998,53.869999,54.099998,51.516308,16274000
+2019-03-19,54.470001,54.650002,54.000000,54.169998,51.582966,18274800
+2019-03-20,54.060001,54.400002,53.610001,53.820000,51.249676,24325300
+2019-03-21,53.919998,54.990002,53.840000,54.639999,52.030514,19127200
+2019-03-22,54.400002,54.619999,53.209999,53.259998,50.716415,21438400
+2019-03-25,52.970001,53.549999,52.380001,52.779999,50.259342,16971400
+2019-03-26,53.320000,53.770000,53.040001,53.439999,50.887825,17724300
+2019-03-27,53.590000,53.860001,52.939999,53.160000,50.621197,19656000
+2019-03-28,53.250000,53.439999,52.770000,53.110001,50.573582,13607900
+2019-03-29,53.799999,54.040001,53.480000,53.700001,51.135410,18736100
+2019-04-01,54.340000,54.570000,54.099998,54.509998,51.906727,17830400
+2019-04-02,54.529999,54.799999,54.230000,54.360001,51.763885,13704500
+2019-04-03,55.029999,55.990002,54.889999,55.480000,52.830406,24552800
+2019-04-04,55.270000,56.139999,55.270000,55.919998,53.249386,16520500
+2019-04-05,55.750000,55.950001,54.869999,55.599998,52.944672,19268400
+2019-04-08,55.279999,55.740002,55.200001,55.680000,53.020847,11758800
+2019-04-09,55.349998,55.430000,54.900002,55.320000,52.678040,13339700
+2019-04-10,55.320000,55.860001,55.320000,55.750000,53.087505,13084000
+2019-04-11,55.759998,56.070000,55.630001,55.799999,53.135117,10845800
+2019-04-12,56.209999,56.490002,55.840000,56.419998,53.725510,12910200
+2019-04-15,56.459999,56.560001,55.919998,56.279999,53.592197,11676900
+2019-04-16,56.660000,57.470001,56.070000,56.709999,54.001656,30301900
+2019-04-17,58.439999,59.590000,58.119999,58.560001,55.763313,38788400
+2019-04-18,58.709999,58.880001,58.119999,58.490002,55.696655,20464200
+2019-04-22,58.150002,58.830002,57.880001,58.820000,56.010891,12327500
+2019-04-23,58.889999,58.980000,58.500000,58.779999,55.972797,17739900
+2019-04-24,58.520000,59.290001,58.139999,58.720001,55.915665,17723700
+2019-04-25,58.299999,58.380001,57.230000,57.610001,54.858681,27949900
+2019-04-26,52.740002,53.090000,51.520000,52.430000,49.926060,72364500
+2019-04-29,52.169998,52.430000,51.000000,51.110001,48.669106,42142300
+2019-04-30,51.000000,51.430000,50.869999,51.040001,48.602440,27130900
+2019-05-01,51.099998,51.599998,50.740002,50.759998,48.335815,20467600
+2019-05-02,50.799999,51.330002,50.119999,50.549999,48.135849,22655400
+2019-05-03,51.080002,51.820000,50.730000,51.750000,49.278542,25656600
+2019-05-06,50.250000,51.279999,50.189999,51.220001,49.072556,26245200
+2019-05-07,50.599998,50.880001,49.930000,50.480000,48.363579,29713400
+2019-05-08,50.200001,50.790001,49.070000,49.240002,47.175571,36812400
+2019-05-09,47.900002,48.290001,46.049999,46.619999,44.665409,59642200
+2019-05-10,46.439999,46.799999,45.099998,46.200001,44.263016,42522800
+2019-05-13,45.330002,45.639999,44.700001,44.759998,42.883389,39091900
+2019-05-14,45.180000,45.490002,44.869999,45.169998,43.276203,24706500
+2019-05-15,44.919998,45.750000,44.759998,45.619999,43.707333,23407900
+2019-05-16,45.470001,45.950001,45.419998,45.529999,43.621113,19954700
+2019-05-17,45.180000,45.730000,44.759998,44.889999,43.007938,22500400
+2019-05-20,44.000000,44.520000,43.450001,43.560001,41.733700,28675000
+2019-05-21,44.340000,44.779999,44.180000,44.459999,42.595970,25543400
+2019-05-22,44.150002,44.459999,43.849998,44.000000,42.155258,16932500
+2019-05-23,43.369999,44.740002,42.860001,44.529999,42.663033,35783900
+2019-05-24,44.590000,45.049999,44.490002,44.570000,42.701359,27168100
+2019-05-28,44.660000,44.689999,43.299999,43.570000,41.743282,34779900
+2019-05-29,43.349998,44.529999,43.330002,44.230000,42.375614,28450300
+2019-05-30,44.299999,45.029999,44.230000,44.730000,42.854652,21618900
+2019-05-31,44.180000,44.970001,43.930000,44.040001,42.193581,25532500
+2019-06-03,44.250000,44.590000,43.200001,43.459999,41.637897,31155700
+2019-06-04,44.160000,44.860001,43.770000,44.790001,42.912132,28094900
+2019-06-05,45.110001,45.180000,44.189999,44.549999,42.682198,20802000
+2019-06-06,44.750000,45.169998,44.509998,45.099998,43.209133,19076200
+2019-06-07,45.250000,46.119999,45.099998,46.029999,44.100143,24370300
+2019-06-10,46.230000,47.189999,46.200001,46.799999,44.837864,20806100
+2019-06-11,47.259998,47.320000,46.520000,46.849998,44.885765,18415500
+2019-06-12,46.669998,46.669998,46.250000,46.320000,44.377987,15900600
+2019-06-13,46.599998,46.959999,46.529999,46.700001,44.742054,12267600
+2019-06-14,45.830002,46.419998,45.549999,46.189999,44.253433,15381100
+2019-06-17,46.139999,46.529999,45.799999,46.130001,44.195957,12643300
+2019-06-18,46.750000,48.000000,46.599998,47.369999,45.383965,25732300
+2019-06-19,47.480000,47.580002,47.000000,47.070000,45.096542,17436400
+2019-06-20,47.869999,48.049999,46.869999,47.189999,45.211517,20126800
+2019-06-21,46.950001,47.730000,46.799999,47.459999,45.470192,31096300
+2019-06-24,47.400002,47.849998,47.169998,47.630001,45.633060,14479900
+2019-06-25,47.560001,47.680000,46.799999,46.849998,44.885765,16665600
+2019-06-26,47.650002,48.480000,47.560001,48.189999,46.169586,21886300
+2019-06-27,48.150002,48.419998,47.240002,47.459999,45.470192,23062900
+2019-06-28,47.770000,48.200001,47.680000,47.869999,45.862999,26646200
+2019-07-01,49.290001,49.450001,47.750000,48.049999,46.035458,27423300
+2019-07-02,47.910000,48.220001,47.689999,48.119999,46.102516,15381600
+2019-07-03,48.180000,48.560001,48.000000,48.520000,46.485756,10739100
+2019-07-05,48.029999,48.180000,47.439999,48.080002,46.064201,14339200
+2019-07-08,47.619999,47.950001,47.070000,47.820000,45.815098,16564300
+2019-07-09,47.360001,47.799999,47.130001,47.750000,45.748028,17853200
+2019-07-10,47.919998,48.610001,47.900002,48.209999,46.188747,16032300
+2019-07-11,48.560001,48.779999,48.310001,48.599998,46.562393,16615100
+2019-07-12,49.000000,49.930000,48.810001,49.919998,47.827053,20148700
+2019-07-15,50.000000,50.250000,49.770000,50.119999,48.018673,14345100
+2019-07-16,49.910000,50.000000,48.959999,49.169998,47.108494,17131400
+2019-07-17,49.500000,49.700001,49.240002,49.389999,47.319275,11928600
+2019-07-18,49.279999,49.990002,48.889999,49.939999,47.846218,15671600
+2019-07-19,49.959999,50.660000,49.910000,50.270000,48.162376,29141100
+2019-07-22,50.009998,51.520000,49.889999,51.349998,49.197098,21688000
+2019-07-23,52.000000,52.000000,51.299999,51.750000,49.580330,18413500
+2019-07-24,51.980000,52.970001,51.799999,52.919998,50.701275,20896400
+2019-07-25,52.509998,52.599998,51.880001,52.160000,49.973137,27765400
+2019-07-26,52.689999,53.500000,51.529999,51.590000,49.427032,36401500
+2019-07-29,51.529999,52.560001,50.779999,52.509998,50.308464,21897500
+2019-07-30,51.709999,52.310001,51.560001,51.700001,49.532429,16487700
+2019-07-31,51.509998,51.720001,50.049999,50.549999,48.430641,24169800
+2019-08-01,50.520000,51.889999,49.470001,49.500000,47.424660,34020800
+2019-08-02,49.090000,49.360001,48.500000,48.680000,46.639046,27881600
+2019-08-05,47.759998,47.959999,46.570000,46.970001,45.000740,38936600
+2019-08-06,47.150002,47.560001,46.770000,46.959999,45.294922,26119600
+2019-08-07,46.299999,46.880001,45.970001,46.730000,45.073074,29440400
+2019-08-08,46.160000,47.369999,45.910000,47.169998,45.497471,30643700
+2019-08-09,46.939999,47.000000,45.779999,45.980000,44.349670,24975500
+2019-08-12,45.759998,46.070000,45.439999,45.599998,43.983139,18494300
+2019-08-13,45.490002,47.049999,45.360001,46.840000,45.179176,28959500
+2019-08-14,46.060001,46.630001,45.650002,45.869999,44.243568,25650200
+2019-08-15,46.099998,46.180000,45.439999,45.700001,44.079605,21896000
+2019-08-16,46.340000,46.680000,46.060001,46.500000,44.851234,22701800
+2019-08-19,47.459999,47.599998,47.040001,47.230000,45.555347,21403600
+2019-08-20,47.029999,47.119999,46.459999,46.599998,44.947685,23113300
+2019-08-21,47.110001,47.290001,46.889999,47.150002,45.478188,15915000
+2019-08-22,47.279999,47.430000,46.689999,46.779999,45.121300,19783000
+2019-08-23,46.349998,46.630001,44.799999,44.959999,43.365837,32814000
+2019-08-26,45.820000,45.820000,45.250000,45.560001,43.944561,22080500
+2019-08-27,45.869999,46.119999,45.500000,45.790001,44.166405,16925500
+2019-08-28,45.700001,45.910000,45.369999,45.790001,44.166405,14888800
+2019-08-29,46.459999,47.220001,46.400002,46.869999,45.208115,17803800
+2019-08-30,47.240002,47.790001,47.160000,47.410000,45.728966,16922600
+2019-09-03,47.119999,47.220001,46.500000,46.980000,45.314213,15003800
+2019-09-04,47.560001,48.950001,47.540001,48.919998,47.185425,23450700
+2019-09-05,49.930000,51.169998,49.869999,50.099998,48.323586,30014200
+2019-09-06,50.250000,50.990002,50.070000,50.919998,49.114510,17067900
+2019-09-09,51.060001,52.029999,51.020000,51.590000,49.760754,20749700
+2019-09-10,51.330002,51.840000,50.830002,51.820000,49.982597,18532000
+2019-09-11,51.599998,52.790001,51.380001,52.790001,50.918209,18968900
+2019-09-12,53.000000,53.330002,52.070000,53.009998,51.130402,23308700
+2019-09-13,52.759998,53.000000,52.230000,52.540001,50.677071,18010800
+2019-09-16,51.900002,52.290001,51.700001,52.200001,50.349129,13354600
+2019-09-17,52.049999,52.139999,51.349998,51.950001,50.107990,19641100
+2019-09-18,52.130001,52.130001,51.160000,51.740002,49.905434,14906800
+2019-09-19,51.700001,51.990002,51.500000,51.570000,49.741463,11428400
+2019-09-20,51.599998,51.880001,50.560001,50.720001,48.921600,37067900
+2019-09-23,50.830002,51.230000,50.389999,50.900002,49.095219,18916600
+2019-09-24,51.099998,51.180000,49.639999,49.820000,48.053509,28197400
+2019-09-25,49.750000,51.209999,49.419998,51.020000,49.210960,19486700
+2019-09-26,50.980000,51.150002,50.340000,50.919998,49.114510,11351800
+2019-09-27,50.630001,51.220001,50.340000,50.779999,48.979469,14845700
+2019-09-30,51.189999,51.599998,50.939999,51.529999,49.702877,13652100
+2019-10-01,51.970001,52.240002,50.430000,50.759998,48.960182,18413100
+2019-10-02,50.310001,50.369999,48.980000,49.389999,47.638760,20078700
+2019-10-03,49.500000,50.070000,48.529999,50.029999,48.256065,16320100
+2019-10-04,50.349998,50.970001,50.029999,50.919998,49.114510,12644900
+2019-10-07,50.700001,51.230000,50.560001,50.619999,48.825150,12081400
+2019-10-08,50.160000,50.480000,49.610001,49.730000,47.966702,17409100
+2019-10-09,50.470001,50.790001,50.150002,50.480000,48.690113,11834900
+2019-10-10,50.410000,51.779999,50.400002,51.110001,49.297775,13907900
+2019-10-11,52.000000,52.790001,51.820000,52.090000,50.243023,24072500
+2019-10-14,51.900002,51.950001,51.439999,51.639999,49.808983,15016800
+2019-10-15,51.930000,53.070000,51.830002,52.650002,50.783173,18878100
+2019-10-16,52.349998,52.560001,52.119999,52.450001,50.590260,14769300
+2019-10-17,52.639999,52.840000,51.380001,51.860001,50.021183,16533900
+2019-10-18,51.750000,51.820000,51.029999,51.360001,49.538910,16974100
+2019-10-21,51.520000,52.169998,51.340000,52.130001,50.281605,12189000
+2019-10-22,51.900002,52.320000,51.889999,52.009998,50.165859,13114300
+2019-10-23,51.369999,51.959999,51.200001,51.720001,49.886143,15887500
+2019-10-24,52.090000,52.430000,51.430000,52.230000,50.378063,23413000
+2019-10-25,54.189999,56.610001,53.919998,56.459999,54.458076,59767700
+2019-10-28,56.380001,56.810001,56.060001,56.759998,54.747437,32307500
+2019-10-29,56.369999,57.240002,56.240002,56.340000,54.342331,18155800
+2019-10-30,56.320000,56.630001,55.619999,56.599998,54.593109,15248000
+2019-10-31,56.330002,56.599998,55.619999,56.529999,54.525593,19249700
+2019-11-01,55.939999,56.650002,55.619999,56.509998,54.506298,17953500
+2019-11-04,56.930000,57.799999,56.849998,57.610001,55.567303,19068000
+2019-11-05,57.470001,58.349998,57.209999,57.549999,55.509426,20865400
+2019-11-06,57.490002,57.709999,56.980000,57.599998,55.863419,17721000
+2019-11-07,58.000000,58.549999,57.860001,58.049999,56.299854,16962800
+2019-11-08,57.849998,58.299999,57.310001,58.270000,56.513226,11888900
+2019-11-11,57.970001,58.500000,57.900002,58.349998,56.590805,11228900
+2019-11-12,58.400002,58.799999,58.029999,58.200001,56.445335,11952500
+2019-11-13,57.869999,57.970001,57.349998,57.889999,56.144680,15332700
+2019-11-14,57.610001,58.040001,57.570000,57.810001,56.067093,12119000
+2019-11-15,58.169998,58.700001,57.619999,57.959999,56.212570,16112100
+2019-11-18,57.700001,58.480000,57.570000,58.250000,56.493828,16097500
+2019-11-19,58.480000,58.650002,57.750000,58.349998,56.590805,17061900
+2019-11-20,58.259998,58.360001,57.369999,57.900002,56.154377,18542300
+2019-11-21,57.490002,58.299999,57.410000,58.220001,56.464733,16139000
+2019-11-22,58.340000,58.650002,57.490002,57.610001,55.873123,15690200
+2019-11-25,58.000000,58.840000,58.000000,58.810001,57.036945,15011700
+2019-11-26,58.950001,59.130001,58.450001,58.900002,57.124233,22338700
+2019-11-27,58.529999,58.590000,57.910000,58.509998,56.745983,18184200
+2019-11-29,58.150002,58.299999,57.790001,58.049999,56.299854,9481100
+2019-12-02,58.549999,58.689999,57.470001,57.660000,55.921612,19154500
+2019-12-03,56.860001,56.860001,55.750000,56.070000,54.379551,25737400
+2019-12-04,56.660000,56.660000,55.860001,56.020000,54.331062,18881400
+2019-12-05,56.410000,56.410000,55.759998,56.080002,54.389252,17673700
+2019-12-06,56.660000,56.990002,56.419998,56.810001,55.097244,16476800
+2019-12-09,56.540001,56.959999,56.500000,56.529999,54.825684,14298600
+2019-12-10,56.709999,56.830002,56.439999,56.590000,54.883873,16157900
+2019-12-11,56.910000,57.169998,56.580002,57.070000,55.349403,20051100
+2019-12-12,56.750000,58.049999,56.610001,57.549999,55.814930,27883300
+2019-12-13,57.549999,58.340000,57.380001,57.790001,56.047695,22795200
+2019-12-16,58.209999,58.570000,57.650002,57.700001,55.960411,19131200
+2019-12-17,58.000000,58.099998,57.130001,57.299999,55.572468,21653100
+2019-12-18,57.389999,57.459999,56.939999,57.169998,55.446384,28261000
+2019-12-19,57.169998,57.990002,56.970001,57.959999,56.212570,18865100
+2019-12-20,58.320000,59.049999,57.889999,58.950001,57.172718,49953000
+2019-12-23,59.060001,59.779999,59.040001,59.230000,57.444279,23593000
+2019-12-24,59.250000,59.480000,59.160000,59.410000,57.618855,6313200
+2019-12-26,59.410000,59.849998,59.349998,59.820000,58.016495,11480300
+2019-12-27,59.910000,60.480000,59.900002,60.080002,58.268654,14085800
+2019-12-30,59.990002,60.049999,59.380001,59.619999,57.822521,12750500
+2019-12-31,59.619999,59.930000,59.360001,59.849998,58.045586,14432900
+2020-01-02,60.240002,60.970001,60.220001,60.840000,59.005745,18056000
+2020-01-03,59.810001,60.700001,59.810001,60.099998,58.288052,15293900
+2020-01-06,59.590000,60.200001,59.330002,59.930000,58.123173,17755200
+2020-01-07,59.779999,59.799999,58.889999,58.930000,57.153324,21876100
+2020-01-08,58.889999,59.320000,58.520000,58.970001,57.192123,23133500
+2020-01-09,59.049999,59.509998,58.830002,59.299999,57.512169,18813300
+2020-01-10,59.570000,60.080002,58.869999,58.939999,57.163025,15200600
+2020-01-13,59.169998,59.779999,59.080002,59.590000,57.793427,16453300
+2020-01-14,59.490002,59.740002,59.189999,59.430000,57.638252,17051200
+2020-01-15,59.299999,59.650002,58.750000,58.939999,57.163025,18498800
+2020-01-16,59.259998,59.840000,59.070000,59.660000,57.861317,21365500
+2020-01-17,59.980000,60.000000,59.240002,59.599998,57.803123,21803400
+2020-01-21,59.810001,61.250000,59.790001,60.549999,58.724487,28358500
+2020-01-22,61.040001,62.849998,60.970001,62.730000,60.838760,29475100
+2020-01-23,62.860001,63.709999,62.810001,63.320000,61.410973,42778700
+2020-01-24,66.570000,69.290001,66.459999,68.470001,66.405708,84711000
+2020-01-27,66.720001,67.419998,65.599998,65.690002,63.709522,30764000
+2020-01-28,66.500000,67.580002,65.940002,67.309998,65.280678,30915400
+2020-01-29,67.629997,68.059998,66.169998,66.330002,64.330231,18055800
+2020-01-30,65.639999,66.500000,64.930000,66.470001,64.466003,18522400
+2020-01-31,65.800003,65.980003,63.669998,63.930000,62.002583,25268400
+2020-02-03,64.459999,65.040001,64.300003,64.419998,62.477802,16654600
+2020-02-04,65.769997,66.059998,64.919998,65.459999,63.486450,20970800
+2020-02-05,66.690002,67.599998,66.129997,67.339996,65.309769,23401400
+2020-02-06,67.300003,67.400002,66.769997,67.089996,65.387741,17408000
+2020-02-07,66.860001,67.300003,66.010002,66.019997,64.344894,18134600
+2020-02-10,65.559998,66.400002,65.440002,66.389999,64.705505,22299300
+2020-02-11,66.830002,67.709999,66.570000,67.410004,65.699631,17975600
+2020-02-12,67.599998,68.089996,67.309998,67.459999,65.748352,15586600
+2020-02-13,66.989998,67.650002,66.739998,67.440002,65.728867,11602700
+2020-02-14,67.519997,67.860001,66.820000,67.269997,65.563171,13405500
+2020-02-18,66.660004,66.690002,65.879997,66.139999,64.461853,12758400
+2020-02-19,66.389999,67.199997,66.180000,67.110001,65.407234,13551200
+2020-02-20,67.040001,67.290001,64.559998,65.449997,63.789352,26452600
+2020-02-21,65.180000,65.250000,64.040001,64.339996,62.707512,20775900
+2020-02-24,61.610001,62.770000,61.320000,61.759998,60.192978,26903100
+2020-02-25,61.990002,62.279999,59.459999,59.730000,58.214489,34495700
+2020-02-26,60.110001,60.820000,59.270000,59.650002,58.136517,26190100
+2020-02-27,57.930000,58.509998,55.799999,55.830002,54.413441,42226900
+2020-02-28,54.299999,56.380001,53.599998,55.520000,54.111309,60728000
+2020-03-02,55.790001,58.220001,54.520000,58.180000,56.703815,43140300
+2020-03-03,58.029999,59.020000,55.400002,55.970001,54.549889,49740300
+2020-03-04,57.009998,58.709999,56.160000,58.680000,57.191128,29223100
+2020-03-05,57.060001,58.660000,56.610001,56.959999,55.514767,29099200
+2020-03-06,55.180000,56.009998,54.540001,55.770000,54.354961,36259200
+2020-03-09,51.919998,52.709999,50.000000,50.849998,49.559795,56197000
+2020-03-10,52.759998,54.000000,50.430000,53.980000,52.610378,36569000
+2020-03-11,52.389999,53.540001,51.009998,51.660000,50.349247,38563500
+2020-03-12,47.990002,50.090000,45.369999,45.540001,44.384529,50661700
+2020-03-13,48.259998,55.000000,47.740002,54.430000,53.048958,48805100
+2020-03-16,47.509998,52.250000,43.630001,44.610001,43.478127,53878900
+2020-03-17,45.759998,51.630001,45.200001,50.080002,48.809338,52085200
+2020-03-18,46.709999,50.049999,45.200001,47.610001,46.402004,49309900
+2020-03-19,47.840000,49.230000,45.160000,45.939999,44.774372,44538000
+2020-03-20,46.509998,49.419998,45.470001,45.830002,44.667171,52344000
+2020-03-23,46.020000,50.490002,45.910000,49.580002,48.322021,46698500
+2020-03-24,53.139999,54.639999,51.349998,52.400002,51.070473,50019800
+2020-03-25,52.480000,53.790001,49.910000,51.259998,49.959393,41106100
+2020-03-26,51.740002,55.950001,51.660000,55.540001,54.130798,41459800
+2020-03-27,53.419998,54.639999,52.070000,52.369999,51.041233,31633500
+2020-03-30,52.990002,56.099998,52.830002,55.490002,54.082069,31628600
+2020-03-31,55.060001,55.799999,53.220001,54.119999,52.746826,48074700
+2020-04-01,52.500000,54.689999,51.430000,51.880001,50.563663,29586600
+2020-04-02,51.290001,54.560001,51.220001,54.349998,52.970993,27810000
+2020-04-03,53.849998,55.130001,52.730000,54.130001,52.756577,23906100
+2020-04-06,56.630001,58.770000,56.119999,58.430000,56.947472,32323400
+2020-04-07,59.939999,61.490002,58.209999,58.400002,56.918232,41410000
+2020-04-08,58.990002,59.509998,57.910000,58.980000,57.483517,26719500
+2020-04-09,59.360001,59.720001,56.060001,57.139999,55.690205,40515400
+2020-04-13,56.570000,58.770000,56.570000,58.700001,57.210625,23251900
+2020-04-14,60.040001,60.900002,59.509998,60.660000,59.120888,25674000
+2020-04-15,59.740002,59.830002,58.389999,58.869999,57.376308,22841600
+2020-04-16,59.610001,60.959999,58.810001,60.790001,59.247589,24433500
+2020-04-17,62.020000,62.130001,59.830002,60.360001,58.828499,27385600
+2020-04-20,59.279999,60.040001,58.889999,59.180000,57.678440,26420300
+2020-04-21,58.110001,58.599998,55.930000,56.360001,54.929993,25248000
+2020-04-22,58.270000,60.500000,57.810001,60.099998,58.575100,23443700
+2020-04-23,59.669998,60.099998,58.810001,59.040001,57.541996,35092000
+2020-04-24,56.200001,59.400002,56.099998,59.259998,57.756413,50220500
+2020-04-27,59.720001,59.830002,58.389999,59.470001,57.961086,25902200
+2020-04-28,59.990002,60.220001,58.259998,58.750000,57.259350,28784700
+2020-04-29,59.439999,62.029999,59.320000,61.799999,60.231964,30451500
+2020-04-30,61.369999,61.540001,59.750000,59.980000,58.458145,26279900
+2020-05-01,58.830002,59.320000,57.310001,57.470001,56.011829,21194800
+2020-05-04,57.119999,58.070000,56.310001,57.990002,56.518642,18957200
+2020-05-05,58.790001,59.299999,58.349998,58.750000,57.259350,17252100
+2020-05-06,59.040001,59.950001,58.939999,59.180000,58.004253,17848700
+2020-05-07,59.930000,60.099998,58.919998,59.169998,57.994450,14733500
+2020-05-08,59.669998,59.779999,59.049999,59.669998,58.484516,20391100
+2020-05-11,59.740002,60.840000,59.709999,60.130001,58.935379,18684400
+2020-05-12,60.220001,60.639999,58.259998,58.389999,57.229946,16754900
+2020-05-13,58.450001,59.230000,56.900002,57.740002,56.592865,21065000
+2020-05-14,57.320000,59.150002,56.099998,59.080002,57.906239,21569400
+2020-05-15,57.400002,58.369999,56.959999,58.279999,57.122131,21373300
+2020-05-18,59.740002,60.279999,59.360001,59.919998,58.729549,20443700
+2020-05-19,60.130001,61.770000,59.849998,60.290001,59.092201,21865000
+2020-05-20,61.160000,63.490002,61.020000,63.099998,61.846375,30584000
+2020-05-21,63.099998,63.799999,61.820000,61.980000,60.748627,20987700
+2020-05-22,61.980000,62.320000,61.419998,62.259998,61.023060,14103000
+2020-05-26,63.680000,64.139999,62.119999,62.340000,61.101471,20933600
+2020-05-27,62.320000,63.590000,61.070000,63.560001,62.297237,19886300
+2020-05-28,63.000000,63.450001,61.490002,61.700001,60.474190,17253500
+2020-05-29,61.900002,63.660000,61.619999,62.930000,61.679749,33395700
+2020-06-01,62.490002,62.660000,61.660000,61.860001,60.631008,14317700
+2020-06-02,61.700001,62.169998,60.830002,62.119999,60.885845,20702400
+2020-06-03,62.450001,62.540001,61.529999,61.930000,60.699615,16737300
+2020-06-04,61.740002,63.470001,61.340000,62.970001,61.718956,22010100
+2020-06-05,63.360001,65.110001,63.160000,64.339996,63.061733,26813100
+2020-06-08,63.970001,64.150002,62.939999,63.669998,62.405048,21546200
+2020-06-09,62.990002,63.709999,62.900002,63.040001,61.787563,23594100
+2020-06-10,62.790001,64.290001,62.750000,63.869999,62.601074,21367800
+2020-06-11,63.070000,63.299999,59.520000,59.700001,58.513927,26998200
+2020-06-12,60.110001,60.959999,58.119999,59.330002,58.151276,30419800
+2020-06-15,59.330002,60.360001,58.580002,60.099998,58.905975,29651700
+2020-06-16,61.490002,61.650002,59.490002,60.400002,59.200020,23226600
+2020-06-17,60.740002,61.279999,60.060001,60.490002,59.288227,20454800
+2020-06-18,60.349998,60.509998,59.320000,60.080002,58.886372,24899700
+2020-06-19,60.650002,60.889999,59.099998,59.619999,58.435509,60336100
+2020-06-22,59.730000,60.549999,58.830002,60.090000,58.896172,22846000
+2020-06-23,60.189999,60.470001,59.860001,59.919998,58.729549,22809600
+2020-06-24,59.639999,59.810001,58.669998,59.090000,57.916039,27764500
+2020-06-25,58.980000,59.090000,57.480000,58.509998,57.347561,21906900
+2020-06-26,58.490002,58.730000,57.070000,57.500000,56.357628,38477500
+2020-06-29,57.470001,58.349998,56.759998,58.270000,57.112335,22150300
+2020-06-30,58.709999,59.980000,58.540001,59.830002,58.641346,31542100
+2020-07-01,59.910000,60.029999,58.759998,58.810001,57.641605,14748100
+2020-07-02,59.189999,59.810001,58.970001,59.130001,57.955250,15578600
+2020-07-06,58.720001,59.619999,58.599998,59.540001,58.357101,20536700
+2020-07-07,59.070000,59.570000,58.139999,58.310001,57.151539,15996500
+2020-07-08,58.450001,58.700001,57.930000,58.610001,57.445580,13277900
+2020-07-09,58.200001,58.750000,57.700001,58.419998,57.259350,20683700
+2020-07-10,57.950001,59.689999,57.830002,59.529999,58.347298,17742300
+2020-07-13,59.840000,60.619999,58.389999,58.580002,57.416176,19082900
+2020-07-14,57.869999,59.250000,57.349998,58.980000,57.808228,24190900
+2020-07-15,59.029999,59.340000,58.419998,59.029999,57.857235,19986300
+2020-07-16,58.540001,59.360001,58.400002,59.139999,57.965050,12425900
+2020-07-17,59.419998,60.459999,59.279999,60.000000,58.807964,16322800
+2020-07-20,60.080002,61.380001,59.340000,61.150002,59.935116,16868700
+2020-07-21,61.520000,61.930000,60.439999,60.700001,59.494057,19830300
+2020-07-22,61.310001,61.770000,60.619999,61.049999,59.837101,18959900
+2020-07-23,61.259998,61.740002,59.980000,60.400002,59.200020,43518600
+2020-07-24,52.150002,52.180000,49.500000,50.590000,49.584911,182269900
+2020-07-27,51.029999,51.139999,49.470001,49.570000,48.585178,107526500
+2020-07-28,49.480000,50.230000,49.139999,49.240002,48.261738,62362600
+2020-07-29,49.490002,49.500000,47.900002,48.070000,47.114979,60500800
+2020-07-30,47.830002,48.500000,47.590000,47.990002,47.036568,39735200
+2020-07-31,48.130001,48.320000,46.970001,47.730000,46.781734,46569900
+2020-08-03,48.270000,48.630001,47.740002,48.299999,47.340408,31767100
+2020-08-04,48.599998,49.139999,48.500000,49.130001,48.153919,29045800
+2020-08-05,49.720001,49.720001,48.660000,48.919998,47.948090,29471100
+2020-08-06,48.790001,48.820000,48.099998,48.570000,47.928356,23795500
+2020-08-07,48.529999,48.650002,47.700001,48.029999,47.395489,36765200
+2020-08-10,48.200001,49.389999,48.060001,49.220001,48.569771,37442600
+2020-08-11,49.630001,49.730000,48.060001,48.189999,47.553371,35348100
+2020-08-12,48.669998,49.259998,48.240002,49.189999,48.540161,30687200
+2020-08-13,49.259998,49.330002,48.389999,48.560001,47.918488,24774500
+2020-08-14,48.730000,49.209999,48.650002,48.889999,48.244125,22321200
+2020-08-17,49.110001,49.310001,48.730000,48.930000,48.283600,20018300
+2020-08-18,49.259998,49.570000,48.619999,48.650002,48.007301,19251400
+2020-08-19,48.790001,48.980000,48.250000,48.330002,47.691528,27775000
+2020-08-20,49.810001,50.200001,49.000000,49.169998,48.520428,55081300
+2020-08-21,49.020000,49.310001,48.650002,49.279999,48.628975,34621500
+2020-08-24,49.259998,49.400002,48.820000,49.139999,48.490826,36295300
+2020-08-25,49.349998,49.880001,49.209999,49.430000,48.776993,38384300
+2020-08-26,49.389999,49.669998,49.230000,49.549999,48.895409,28616600
+2020-08-27,49.790001,49.930000,49.169998,49.400002,48.747391,24420600
+2020-08-28,49.570000,50.799999,49.459999,50.430000,49.763783,35384700
+2020-08-31,51.000000,51.500000,50.320000,50.950001,50.276917,46114100
+2020-09-01,50.910000,51.000000,50.220001,50.790001,50.119030,30522700
+2020-09-02,51.209999,52.680000,51.090000,52.250000,51.559738,53000700
+2020-09-03,52.500000,52.619999,50.139999,50.389999,49.724312,47394300
+2020-09-04,50.529999,51.230000,49.490002,50.080002,49.418411,43318400
+2020-09-08,49.259998,49.900002,48.849998,48.910000,48.263863,39752700
+2020-09-09,49.529999,49.970001,49.040001,49.619999,48.964481,33437300
+2020-09-10,50.000000,50.090000,48.709999,48.959999,48.313202,32649100
+2020-09-11,49.259998,50.049999,48.950001,49.279999,48.628975,29333600
+2020-09-14,48.849998,49.720001,48.849998,49.410000,48.757259,27212500
+2020-09-15,49.790001,50.599998,49.730000,50.000000,49.339462,27598300
+2020-09-16,50.509998,51.029999,50.169998,50.369999,49.704575,26531400
+2020-09-17,49.369999,50.490002,49.299999,50.320000,49.655235,26959900
+2020-09-18,50.330002,50.500000,49.040001,49.889999,49.230915,50123500
+2020-09-21,49.389999,49.750000,48.830002,49.720001,49.063164,27377100
+2020-09-22,49.889999,50.209999,49.470001,49.950001,49.290127,22290900
+2020-09-23,49.830002,50.150002,48.660000,48.820000,48.175053,30078800
+2020-09-24,48.529999,49.639999,48.419998,49.160000,48.510559,29343400
+2020-09-25,48.959999,50.279999,48.750000,49.939999,49.280258,26633400
+2020-09-28,50.509998,51.459999,50.160000,51.430000,50.750572,29652200
+2020-09-29,51.310001,51.740002,50.950001,51.189999,50.513744,19558200
+2020-09-30,51.240002,52.380001,51.150002,51.779999,51.095947,27711300
+2020-10-01,52.400002,52.720001,51.990002,52.240002,51.549873,22127600
+2020-10-02,51.500000,51.980000,50.990002,51.009998,50.336117,25811800
+2020-10-05,51.299999,51.810001,51.270000,51.689999,51.007137,20883200
+2020-10-06,51.709999,52.700001,51.230000,51.369999,50.691364,25642800
+2020-10-07,51.849998,52.900002,51.790001,52.669998,51.974190,21978700
+2020-10-08,52.910000,53.580002,52.669998,53.369999,52.664944,22369500
+2020-10-09,53.549999,53.849998,52.669998,52.820000,52.122208,24343900
+2020-10-12,53.549999,54.200001,53.209999,53.880001,53.168209,27303500
+2020-10-13,54.270000,54.290001,53.619999,53.830002,53.118870,20005800
+2020-10-14,54.009998,54.400002,53.509998,53.549999,52.842564,21885100
+2020-10-15,52.750000,53.980000,52.619999,53.849998,53.138599,18272900
+2020-10-16,53.900002,54.700001,53.900002,54.160000,53.444508,23414400
+2020-10-19,54.470001,56.230000,53.840000,54.580002,53.858959,43537200
+2020-10-20,54.599998,54.700001,53.270000,53.430000,52.724152,27224900
+2020-10-21,53.139999,54.070000,52.820000,53.500000,52.793228,21866000
+2020-10-22,53.119999,54.220001,53.070000,53.900002,53.187946,41522700
+2020-10-23,48.349998,48.669998,47.660000,48.200001,47.563244,97322500
+2020-10-26,47.849998,47.860001,46.250000,46.720001,46.102798,54161300
+2020-10-27,45.980000,46.410000,45.360001,45.639999,45.037060,50130500
+2020-10-28,44.889999,45.290001,44.200001,44.250000,43.665428,45066000
+2020-10-29,44.240002,44.470001,43.919998,44.110001,43.527279,36796800
+2020-10-30,44.099998,44.799999,43.610001,44.279999,43.695030,46781300
+2020-11-02,44.959999,45.060001,44.240002,44.459999,43.872650,33856700
+2020-11-03,44.730000,45.459999,44.700001,44.849998,44.257500,34349500
+2020-11-04,45.110001,46.150002,44.779999,45.700001,45.096272,34748200
+2020-11-05,46.150002,46.380001,45.529999,45.680000,45.404400,31103200
+2020-11-06,45.540001,45.799999,44.900002,45.389999,45.116146,36233700
+2020-11-09,46.639999,47.349998,45.540001,45.599998,45.324879,48481700
+2020-11-10,45.400002,46.480000,45.250000,45.439999,45.165844,39224500
+2020-11-11,45.900002,46.459999,45.860001,46.349998,46.070354,31496900
+2020-11-12,46.130001,46.189999,44.549999,44.950001,44.678802,42881300
+2020-11-13,44.990002,45.580002,44.970001,45.459999,45.185726,30884700
+2020-11-16,46.040001,46.750000,45.790001,46.189999,45.911320,36306300
+2020-11-17,45.750000,46.119999,45.410000,45.529999,45.255302,31118000
+2020-11-18,45.549999,45.689999,45.040001,45.060001,44.788139,32817900
+2020-11-19,44.919998,45.669998,44.700001,45.619999,45.344761,29469100
+2020-11-20,45.660000,45.880001,45.330002,45.389999,45.116146,24199300
+2020-11-23,45.480000,46.209999,45.450001,46.060001,45.782108,35489600
+2020-11-24,46.290001,47.299999,46.009998,47.009998,46.726372,33901200
+2020-11-25,47.029999,47.180000,46.570000,47.049999,46.766132,28126900
+2020-11-27,47.360001,48.099998,47.360001,47.450001,47.163719,15921400
+2020-11-30,47.419998,48.500000,47.270000,48.349998,48.058289,46332700
+2020-12-01,48.750000,50.230000,48.709999,49.560001,49.260990,57778200
+2020-12-02,49.220001,50.060001,49.180000,49.900002,49.598938,33753500
+2020-12-03,49.919998,51.110001,49.779999,50.990002,50.682365,50261200
+2020-12-04,51.060001,52.650002,51.000000,51.990002,51.676331,39767700
+2020-12-07,51.000000,51.290001,49.560001,50.200001,49.897129,51040300
+2020-12-08,49.830002,50.720001,49.810001,50.689999,50.384171,28956500
+2020-12-09,50.279999,50.840000,49.730000,50.070000,49.767914,34068400
+2020-12-10,49.660000,50.720001,49.590000,50.259998,49.956764,33706000
+2020-12-11,50.139999,50.139999,49.119999,49.730000,49.429962,29398800
+2020-12-14,49.820000,51.340000,49.740002,50.470001,50.165501,33436400
+2020-12-15,50.980000,51.009998,50.209999,50.669998,50.364292,25473000
+2020-12-16,50.709999,51.459999,50.680000,51.119999,50.811577,28351000
+2020-12-17,51.150002,51.320000,50.220001,50.650002,50.344414,26399000
+2020-12-18,50.570000,50.680000,47.110001,47.459999,47.173660,119298400
+2020-12-21,46.320000,46.450001,45.240002,46.360001,46.080296,53775700
+2020-12-22,46.250000,46.340000,45.770000,46.169998,45.891441,32171200
+2020-12-23,46.169998,47.029999,46.070000,46.570000,46.289028,22564200
+2020-12-24,46.599998,47.090000,46.340000,47.070000,46.786011,11865600
+2020-12-28,47.189999,47.639999,46.860001,47.070000,46.786011,21269200
+2020-12-29,47.220001,50.669998,46.490002,49.389999,49.092014,84531400
+2020-12-30,49.110001,49.189999,48.560001,48.750000,48.455875,37385400
+2020-12-31,48.750000,50.189999,48.720001,49.820000,49.519421,28576800
+2021-01-04,49.889999,51.389999,49.400002,49.669998,49.370323,46102500
\ No newline at end of file
diff --git a/INTC_Dataset/INTC2016-2021.csv b/INTC_Dataset/INTC2016-2021.csv
new file mode 100644
index 0000000..baca72d
--- /dev/null
+++ b/INTC_Dataset/INTC2016-2021.csv
@@ -0,0 +1,1261 @@
+Date,Open,High,Low,Close,Adj Close,Volume
+2016-01-04,33.880001,34.009998,33.459999,33.990002,29.535355,27882200
+2016-01-05,33.959999,34.000000,33.529999,33.830002,29.396330,16709500
+2016-01-06,33.250000,33.520000,32.799999,33.080002,28.744617,25491300
+2016-01-07,32.279999,33.009998,31.840000,31.840000,27.667130,37680500
+2016-01-08,32.090000,32.220001,31.430000,31.510000,27.380383,29953800
+2016-01-11,31.809999,32.220001,31.680000,32.060001,27.858301,27732400
+2016-01-12,32.759998,32.889999,32.270000,32.680000,28.397043,28587700
+2016-01-13,32.759998,32.930000,31.830000,31.910000,27.727955,34445700
+2016-01-14,31.969999,32.869999,31.799999,32.740002,28.449179,48728200
+2016-01-15,29.730000,30.500000,29.450001,29.760000,25.859734,76373900
+2016-01-19,29.980000,30.059999,29.480000,29.799999,25.894484,28878100
+2016-01-20,29.350000,29.870001,29.209999,29.590000,25.712011,39598200
+2016-01-21,29.650000,30.030001,29.240000,29.660000,25.772835,30157400
+2016-01-22,30.120001,30.240000,29.510000,29.930000,26.007444,25326500
+2016-01-25,29.990000,30.219999,29.570000,29.600000,25.720699,26441000
+2016-01-26,29.610001,30.049999,29.610001,29.940001,26.016144,24754900
+2016-01-27,29.879999,30.219999,29.639999,29.809999,25.903173,26384100
+2016-01-28,30.020000,30.180000,29.750000,29.969999,26.042213,22028100
+2016-01-29,30.209999,31.030001,30.100000,31.020000,26.954597,38311400
+2016-02-01,30.719999,31.120001,30.639999,30.820000,26.780806,19015100
+2016-02-02,30.450001,30.490000,29.629999,29.799999,25.894484,24994300
+2016-02-03,29.719999,29.719999,28.520000,29.340000,25.719172,44660100
+2016-02-04,29.139999,29.879999,29.110001,29.770000,26.096100,29257800
+2016-02-05,29.580000,29.760000,28.910000,29.040001,25.456188,27957500
+2016-02-08,28.740000,28.980000,28.299999,28.820000,25.263342,28725900
+2016-02-09,28.490000,29.150000,28.410000,28.809999,25.254580,22902600
+2016-02-10,28.879999,29.000000,28.190001,28.230000,24.746155,27267800
+2016-02-11,27.830000,28.410000,27.680000,28.219999,24.737385,28450200
+2016-02-12,28.570000,28.700001,28.139999,28.639999,25.105553,19699000
+2016-02-16,28.750000,28.950001,28.360001,28.780001,25.228281,30705200
+2016-02-17,28.860001,29.620001,28.730000,29.469999,25.833124,27691700
+2016-02-18,29.530001,29.760000,29.379999,29.420000,25.789295,20623300
+2016-02-19,29.200001,29.330000,28.709999,28.709999,25.166916,42056700
+2016-02-22,29.110001,29.540001,29.000000,29.350000,25.727932,23893100
+2016-02-23,29.299999,29.350000,28.600000,28.799999,25.245810,26638200
+2016-02-24,28.520000,29.299999,28.379999,29.190001,25.587683,21593600
+2016-02-25,29.320000,29.620001,28.950001,29.620001,25.964613,17571400
+2016-02-26,29.879999,30.080000,29.700001,29.799999,26.122396,19902200
+2016-02-29,29.719999,30.139999,29.580000,29.590000,25.938320,22903100
+2016-03-01,29.930000,30.530001,29.750000,30.370001,26.622053,25502600
+2016-03-02,30.299999,30.870001,30.120001,30.540001,26.771078,23779800
+2016-03-03,31.129999,31.350000,30.540001,30.580000,26.806143,25625200
+2016-03-04,30.500000,30.860001,30.049999,30.629999,26.849968,20356800
+2016-03-07,30.590000,31.120001,30.500000,30.940001,27.121710,18858200
+2016-03-08,30.830000,30.879999,30.379999,30.559999,26.788607,19104900
+2016-03-09,30.830000,31.040001,30.670000,30.870001,27.060354,14707800
+2016-03-10,31.139999,31.400000,30.379999,31.250000,27.393454,29584800
+2016-03-11,31.670000,31.790001,31.530001,31.760000,27.840517,22811200
+2016-03-14,31.660000,31.690001,31.299999,31.430000,27.551243,17438600
+2016-03-15,31.340000,31.650000,31.059999,31.650000,27.744091,16927700
+2016-03-16,31.490000,31.799999,31.170000,31.690001,27.779156,26298400
+2016-03-17,31.760000,32.169998,31.700001,31.980000,28.033373,22865300
+2016-03-18,32.160000,32.689999,32.060001,32.680000,28.646982,49934200
+2016-03-21,32.230000,32.419998,31.950001,32.340000,28.348938,21760900
+2016-03-22,32.160000,32.459999,31.950001,32.320000,28.331408,22200400
+2016-03-23,32.470001,32.470001,31.980000,32.000000,28.050903,18765300
+2016-03-24,31.870001,31.950001,31.700001,31.879999,27.945705,14211900
+2016-03-28,31.870001,32.000000,31.620001,31.900000,27.963236,11433000
+2016-03-29,31.930000,32.439999,31.730000,32.380001,28.384007,15313200
+2016-03-30,32.450001,32.750000,32.290001,32.709999,28.673273,16598000
+2016-03-31,32.529999,32.660000,32.320000,32.349998,28.357704,17880000
+2016-04-01,32.270000,32.470001,32.099998,32.450001,28.445368,18049700
+2016-04-04,32.200001,32.380001,31.740000,32.000000,28.050903,21581600
+2016-04-05,31.889999,32.119999,31.719999,31.900000,27.963236,20080000
+2016-04-06,31.969999,32.230000,31.770000,32.080002,28.121031,15740600
+2016-04-07,31.889999,31.900000,31.350000,31.549999,27.656435,23738200
+2016-04-08,31.760000,32.020000,31.480000,31.629999,27.726564,17031900
+2016-04-11,31.900000,32.340000,31.660000,31.670000,27.761623,19707700
+2016-04-12,31.879999,31.940001,31.379999,31.860001,27.928177,16774200
+2016-04-13,31.969999,32.180000,31.950001,32.130001,28.164856,19968100
+2016-04-14,31.780001,31.889999,31.549999,31.799999,27.875582,21620900
+2016-04-15,31.790001,31.889999,31.379999,31.459999,27.577538,28782800
+2016-04-18,31.430000,31.719999,31.379999,31.650000,27.744091,21566600
+2016-04-19,31.700001,31.809999,31.400000,31.600000,27.700268,33619300
+2016-04-20,31.320000,32.259998,31.250000,32.000000,28.050903,57629800
+2016-04-21,31.940001,32.060001,31.809999,31.969999,28.024605,28431400
+2016-04-22,31.740000,31.860001,31.219999,31.639999,27.735325,29625600
+2016-04-25,31.360001,31.500000,31.200001,31.389999,27.516182,19315700
+2016-04-26,31.389999,31.700001,31.170000,31.400000,27.524944,20976400
+2016-04-27,31.250000,31.799999,31.190001,31.750000,27.831755,20006200
+2016-04-28,31.450001,31.709999,31.030001,31.110001,27.270731,25146400
+2016-04-29,30.860001,30.870001,30.100000,30.280001,26.543163,36443700
+2016-05-02,30.450001,30.690001,30.360001,30.610001,26.832439,21086600
+2016-05-03,30.410000,30.559999,30.090000,30.360001,26.613291,27111100
+2016-05-04,30.170000,30.209999,29.700001,29.850000,26.392252,23278800
+2016-05-05,29.870001,30.020000,29.750000,29.900000,26.436455,23393300
+2016-05-06,29.610001,30.110001,29.520000,30.040001,26.560240,19632200
+2016-05-09,30.080000,30.170000,29.760000,29.799999,26.348036,16888300
+2016-05-10,30.000000,30.180000,29.820000,30.139999,26.648653,17013800
+2016-05-11,30.160000,30.250000,29.969999,30.059999,26.577923,15754200
+2016-05-12,30.110001,30.240000,29.570000,29.760000,26.312679,20826700
+2016-05-13,29.860001,30.200001,29.840000,29.910000,26.445299,19999600
+2016-05-16,29.900000,30.559999,29.879999,30.389999,26.869699,21826100
+2016-05-17,30.570000,30.570000,29.860001,29.980000,26.507195,25709900
+2016-05-18,30.030001,30.250000,29.780001,29.990000,26.516031,22469900
+2016-05-19,29.770000,29.930000,29.500000,29.629999,26.197731,21740900
+2016-05-20,29.730000,30.379999,29.700001,30.150000,26.657499,22777300
+2016-05-23,30.230000,30.480000,30.129999,30.230000,26.728228,20881900
+2016-05-24,30.500000,31.120001,30.450001,31.059999,27.462086,23699200
+2016-05-25,31.200001,31.570000,31.150000,31.389999,27.753862,18359600
+2016-05-26,31.490000,31.629999,31.400000,31.490000,27.842279,12692300
+2016-05-27,31.600000,31.650000,31.450001,31.570000,27.913006,13341300
+2016-05-31,31.510000,31.650000,31.309999,31.590000,27.930693,23040200
+2016-06-01,31.620001,31.719999,31.469999,31.660000,27.992582,17753500
+2016-06-02,31.559999,31.760000,31.450001,31.760000,28.080999,14140100
+2016-06-03,31.740000,31.740000,31.400000,31.620001,27.957218,15777500
+2016-06-06,31.639999,31.820000,31.580000,31.680000,28.010262,15139600
+2016-06-07,31.750000,32.020000,31.700001,31.879999,28.187098,19339100
+2016-06-08,31.799999,32.000000,31.790001,31.889999,28.195938,12732100
+2016-06-09,31.680000,32.000000,31.680000,31.940001,28.240150,11276800
+2016-06-10,31.700001,32.240002,31.650000,32.040001,28.328566,35749100
+2016-06-13,32.049999,32.500000,32.040001,32.169998,28.443508,23004800
+2016-06-14,32.009998,32.240002,31.790001,32.139999,28.416977,18754300
+2016-06-15,32.250000,32.259998,31.590000,31.610001,27.948378,23783300
+2016-06-16,31.440001,31.770000,31.219999,31.690001,28.019108,18547900
+2016-06-17,31.730000,31.809999,31.469999,31.760000,28.080999,27047900
+2016-06-20,32.070000,32.439999,32.009998,32.169998,28.443508,21961600
+2016-06-21,32.259998,32.380001,32.090000,32.320000,28.576130,15476500
+2016-06-22,32.299999,32.630001,32.250000,32.290001,28.549610,18304800
+2016-06-23,32.580002,33.000000,32.500000,32.990002,29.168518,22048800
+2016-06-24,31.799999,32.320000,31.400000,31.549999,27.895327,38094300
+2016-06-27,31.410000,31.410000,30.440001,30.719999,27.161470,34965100
+2016-06-28,30.969999,31.200001,30.809999,31.190001,27.577024,23693900
+2016-06-29,31.350000,31.980000,31.309999,31.930000,28.231310,22771100
+2016-06-30,32.000000,32.880001,31.969999,32.799999,29.000525,34528900
+2016-07-01,32.639999,32.889999,32.470001,32.750000,28.956326,17084600
+2016-07-05,32.500000,32.730000,32.459999,32.680000,28.894430,20107200
+2016-07-06,32.799999,33.000000,32.380001,32.970001,29.150839,21070200
+2016-07-07,32.959999,33.549999,32.959999,33.200001,29.354197,26119400
+2016-07-08,33.650002,34.000000,33.500000,34.000000,30.061525,23341900
+2016-07-11,34.040001,34.500000,34.040001,34.380001,30.397505,23820700
+2016-07-12,34.509998,34.970001,34.480000,34.939999,30.892639,28064100
+2016-07-13,35.040001,35.250000,34.880001,35.009998,30.954527,29120900
+2016-07-14,35.130001,35.299999,34.959999,35.200001,31.122515,25296400
+2016-07-15,35.259998,35.290001,34.900002,35.070000,31.007576,23661900
+2016-07-18,35.180000,35.200001,34.950001,35.049999,30.989893,19347200
+2016-07-19,34.889999,35.160000,34.849998,35.150002,31.078316,20395400
+2016-07-20,35.299999,35.930000,35.060001,35.689999,31.555759,42994200
+2016-07-21,34.330002,34.490002,33.860001,34.270000,30.300255,63708600
+2016-07-22,34.380001,34.700001,34.259998,34.660000,30.645065,33033700
+2016-07-25,34.619999,34.759998,34.570000,34.689999,30.671593,20277700
+2016-07-26,34.750000,35.230000,34.700001,35.090000,31.025263,29644400
+2016-07-27,35.000000,35.279999,34.630001,34.830002,30.795376,23601800
+2016-07-28,34.830002,34.830002,34.520000,34.770000,30.742332,21667400
+2016-07-29,34.770000,34.919998,34.599998,34.860001,30.821907,18171200
+2016-08-01,34.820000,34.910000,34.560001,34.849998,30.813065,18824400
+2016-08-02,34.810001,34.869999,34.330002,34.560001,30.556662,20057300
+2016-08-03,34.099998,34.279999,33.990002,34.250000,30.512114,18388800
+2016-08-04,34.290001,34.619999,34.220001,34.580002,30.806097,16362600
+2016-08-05,34.799999,35.130001,34.700001,34.980000,31.162436,20046200
+2016-08-08,34.900002,35.169998,34.860001,35.040001,31.215897,19497300
+2016-08-09,35.040001,35.160000,34.840000,34.919998,31.108984,12578900
+2016-08-10,35.000000,35.000000,34.500000,34.529999,30.761547,19579000
+2016-08-11,34.660000,34.740002,34.490002,34.680000,30.895180,16364100
+2016-08-12,34.520000,34.759998,34.439999,34.570000,30.797190,15708300
+2016-08-15,34.700001,35.160000,34.630001,34.910000,31.100077,18931100
+2016-08-16,34.770000,35.209999,34.770000,35.209999,31.367350,16320900
+2016-08-17,35.169998,35.209999,34.770000,35.020000,31.198071,18221600
+2016-08-18,34.959999,35.090000,34.750000,34.970001,31.153536,16085200
+2016-08-19,34.840000,35.270000,34.740002,35.240002,31.394073,16417600
+2016-08-22,35.200001,35.450001,35.119999,35.360001,31.500973,14941400
+2016-08-23,35.500000,35.689999,35.299999,35.400002,31.536598,18316000
+2016-08-24,35.320000,35.410000,35.020000,35.150002,31.313894,16343500
+2016-08-25,35.049999,35.220001,34.900002,35.090000,31.260439,12428000
+2016-08-26,35.110001,35.580002,35.049999,35.259998,31.411884,14469900
+2016-08-29,35.480000,35.669998,35.150002,35.549999,31.670229,15264300
+2016-08-30,35.590000,35.740002,35.520000,35.700001,31.803875,15183200
+2016-08-31,35.619999,35.900002,35.580002,35.889999,31.973127,20562700
+2016-09-01,35.990002,36.040001,35.580002,36.020000,32.088940,18925800
+2016-09-02,36.209999,36.330002,35.950001,36.080002,32.142391,16726700
+2016-09-06,36.380001,36.599998,36.169998,36.570000,32.578918,22337800
+2016-09-07,36.650002,36.650002,36.380001,36.459999,32.480915,18495600
+2016-09-08,36.349998,36.590000,36.119999,36.439999,32.463100,20356500
+2016-09-09,36.099998,36.389999,35.439999,35.439999,31.572237,29457900
+2016-09-12,35.189999,36.119999,35.060001,36.080002,32.142391,22796600
+2016-09-13,35.750000,35.880001,35.320000,35.610001,31.723690,23591300
+2016-09-14,35.509998,35.820000,35.400002,35.619999,31.732594,14074500
+2016-09-15,35.740002,36.650002,35.540001,36.560001,32.570004,23736000
+2016-09-16,37.720001,38.049999,37.250000,37.669998,33.558861,74577900
+2016-09-19,37.689999,38.020000,37.090000,37.160000,33.104523,30531700
+2016-09-20,37.419998,37.430000,36.939999,37.139999,33.086712,24796900
+2016-09-21,37.209999,37.459999,36.860001,37.450001,33.362877,21233700
+2016-09-22,37.599998,37.830002,37.439999,37.549999,33.451962,17013400
+2016-09-23,37.450001,37.650002,37.119999,37.189999,33.131256,18062500
+2016-09-26,36.919998,36.939999,36.599998,36.650002,32.650185,25518800
+2016-09-27,36.900002,37.220001,36.630001,37.180000,33.122345,22391600
+2016-09-28,37.310001,37.500000,37.150002,37.439999,33.353962,19020800
+2016-09-29,37.490002,37.529999,37.000000,37.320000,33.247063,17675000
+2016-09-30,37.470001,37.919998,37.439999,37.750000,33.630135,24279300
+2016-10-03,37.689999,37.950001,37.529999,37.660000,33.549965,14113600
+2016-10-04,37.770000,37.939999,37.330002,37.540001,33.443058,14393100
+2016-10-05,37.750000,38.310001,37.639999,37.990002,33.843948,22420800
+2016-10-06,37.840000,38.160000,37.580002,38.070000,33.915211,15171400
+2016-10-07,38.080002,38.220001,37.779999,38.099998,33.941944,16942500
+2016-10-10,38.250000,38.360001,37.900002,38.020000,33.870663,14954300
+2016-10-11,37.910000,38.000000,36.820000,37.270000,33.202518,27650500
+2016-10-12,37.200001,37.250000,36.810001,37.130001,33.077797,14053900
+2016-10-13,36.849998,37.130001,36.459999,36.970001,32.935268,16936000
+2016-10-14,37.189999,37.700001,37.160000,37.450001,33.362877,19123900
+2016-10-17,37.549999,37.720001,37.240002,37.290001,33.220341,15788100
+2016-10-18,37.970001,38.049999,37.529999,37.750000,33.630135,42907800
+2016-10-19,36.070000,36.090000,35.230000,35.509998,31.634596,75229000
+2016-10-20,35.410000,35.669998,35.099998,35.430000,31.563324,25669500
+2016-10-21,35.209999,35.400002,34.810001,35.150002,31.313894,20813200
+2016-10-24,35.430000,35.490002,35.110001,35.259998,31.411884,21524700
+2016-10-25,35.139999,35.250000,35.009998,35.099998,31.269342,17860300
+2016-10-26,35.040001,35.209999,34.740002,34.919998,31.108984,19977600
+2016-10-27,35.099998,35.230000,34.750000,34.810001,31.010996,14634700
+2016-10-28,34.869999,35.169998,34.709999,34.740002,30.948633,22296400
+2016-10-31,34.919998,35.080002,34.840000,34.869999,31.064444,19188600
+2016-11-01,34.900002,35.160000,34.270000,34.520000,30.752644,25368200
+2016-11-02,34.599998,34.900002,34.470001,34.599998,30.823914,21416400
+2016-11-03,34.450001,34.520000,33.869999,33.930000,30.455898,19400000
+2016-11-04,33.529999,33.930000,33.419998,33.610001,30.168657,21914700
+2016-11-07,34.240002,34.750000,34.150002,34.689999,31.138071,19296600
+2016-11-08,34.599998,34.950001,34.490002,34.740002,31.182953,14833100
+2016-11-09,34.130001,34.849998,33.669998,34.750000,31.191938,25999400
+2016-11-10,34.950001,34.950001,34.029999,34.500000,30.967533,28249900
+2016-11-11,34.570000,34.869999,34.340000,34.610001,31.066267,22665000
+2016-11-14,34.560001,34.730000,34.200001,34.480000,30.949577,22558900
+2016-11-15,34.639999,35.290001,34.610001,34.910000,31.335560,20676100
+2016-11-16,34.900002,34.919998,34.540001,34.840000,31.272713,18565500
+2016-11-17,34.810001,35.020000,34.630001,35.020000,31.434286,15748500
+2016-11-18,34.900002,35.000000,34.639999,34.950001,31.371458,16806900
+2016-11-21,35.099998,35.200001,34.840000,34.980000,31.398390,14259500
+2016-11-22,35.180000,35.500000,35.110001,35.480000,31.847191,22327400
+2016-11-23,35.480000,35.520000,35.099998,35.200001,31.595860,15843100
+2016-11-25,35.110001,35.450001,35.110001,35.439999,31.811277,6372800
+2016-11-28,35.430000,35.660000,35.209999,35.509998,31.874117,13549000
+2016-11-29,35.639999,35.639999,35.270000,35.310001,31.694597,19581000
+2016-11-30,35.200001,35.299999,34.700001,34.700001,31.147053,27016100
+2016-12-01,34.860001,34.930000,33.560001,33.759998,30.303299,29618700
+2016-12-02,33.720001,34.259998,33.599998,34.160000,30.662350,21492500
+2016-12-05,34.310001,34.419998,33.970001,34.389999,30.868795,14462000
+2016-12-06,34.389999,34.750000,34.299999,34.720001,31.165009,15297700
+2016-12-07,34.669998,35.570000,34.450001,35.500000,31.865137,21710300
+2016-12-08,35.480000,36.029999,35.220001,35.700001,32.044655,19966500
+2016-12-09,35.750000,35.900002,35.590000,35.759998,32.098526,16326900
+2016-12-12,35.779999,36.090000,35.669998,35.970001,32.287018,21985800
+2016-12-13,36.009998,36.889999,35.930000,36.799999,33.032040,35773600
+2016-12-14,36.700001,36.889999,36.459999,36.549999,32.807636,30819400
+2016-12-15,36.740002,37.160000,36.529999,36.790001,33.023056,23721500
+2016-12-16,36.720001,36.869999,36.090000,36.310001,32.592209,38212800
+2016-12-19,36.340000,36.950001,36.270000,36.889999,33.112823,18744300
+2016-12-20,36.950001,37.240002,36.889999,37.209999,33.400051,18551800
+2016-12-21,37.250000,37.349998,36.910000,36.980000,33.193611,14323600
+2016-12-22,37.230000,37.240002,36.810001,36.930000,33.148731,10793900
+2016-12-23,36.930000,36.980000,36.770000,36.970001,33.184631,6287300
+2016-12-27,36.910000,37.330002,36.910000,37.070000,33.274391,9033700
+2016-12-28,37.099998,37.200001,36.580002,36.630001,32.879440,12868600
+2016-12-29,36.509998,36.720001,36.430000,36.660000,32.906368,8447300
+2016-12-30,36.790001,36.799999,36.200001,36.270000,32.556297,17468000
+2017-01-03,36.610001,36.930000,36.270000,36.599998,32.852512,20196500
+2017-01-04,36.709999,36.770000,36.340000,36.410000,32.681965,15915700
+2017-01-05,36.450001,36.720001,36.310001,36.349998,32.628109,13986000
+2017-01-06,36.590000,36.680000,36.189999,36.480000,32.744797,15114000
+2017-01-09,36.480000,36.889999,36.480000,36.610001,32.861485,19461400
+2017-01-10,36.549999,36.930000,36.529999,36.540001,32.798649,15918800
+2017-01-11,36.509998,37.000000,36.509998,36.950001,33.166676,22398400
+2017-01-12,36.830002,36.830002,36.320000,36.709999,32.951237,20391900
+2017-01-13,36.709999,36.860001,36.619999,36.790001,33.023056,15072200
+2017-01-17,36.669998,36.830002,36.590000,36.799999,33.032040,20195200
+2017-01-18,36.889999,37.009998,36.610001,36.759998,32.996128,15382500
+2017-01-19,36.509998,36.910000,36.509998,36.570000,32.825577,13654500
+2017-01-20,36.759998,37.029999,36.580002,36.939999,33.157696,23950900
+2017-01-23,37.070000,37.209999,36.549999,36.770000,33.005112,27752600
+2017-01-24,36.840000,37.740002,36.810001,37.619999,33.768074,35140900
+2017-01-25,37.869999,38.000000,37.520000,37.799999,33.929638,32276400
+2017-01-26,37.820000,37.919998,37.419998,37.560001,33.714218,34144800
+2017-01-27,38.000000,38.450001,37.810001,37.980000,34.091217,44368600
+2017-01-30,37.740002,37.840000,37.330002,37.419998,33.588547,23954700
+2017-01-31,37.220001,37.369999,36.639999,36.820000,33.049988,27059100
+2017-02-01,36.820000,36.950001,36.020000,36.520000,32.780704,28380600
+2017-02-02,36.259998,36.700001,36.200001,36.680000,32.924324,31916900
+2017-02-03,36.689999,36.820000,36.450001,36.520000,33.014725,21038100
+2017-02-06,36.509998,36.509998,36.150002,36.270000,32.788715,21427000
+2017-02-07,36.450001,36.520000,36.240002,36.349998,32.861042,18581900
+2017-02-08,36.340000,36.650002,36.139999,36.380001,32.888165,20807400
+2017-02-09,36.500000,36.500000,35.400002,35.459999,32.056469,47802700
+2017-02-10,35.259998,35.430000,34.840000,35.340000,31.947981,44106500
+2017-02-13,35.570000,35.849998,35.340000,35.799999,32.363834,28180600
+2017-02-14,35.840000,35.959999,35.529999,35.930000,32.481350,25734800
+2017-02-15,35.980000,36.060001,35.669998,36.049999,32.589836,18452200
+2017-02-16,36.180000,36.560001,36.099998,36.410000,32.915283,21317500
+2017-02-17,36.320000,36.480000,36.099998,36.480000,32.978569,18909900
+2017-02-21,36.529999,36.650002,36.330002,36.520000,33.014725,20556000
+2017-02-22,36.340000,36.400002,35.790001,36.070000,32.607914,29904400
+2017-02-23,36.240002,36.299999,35.900002,36.180000,32.707359,22775000
+2017-02-24,36.139999,36.529999,35.950001,36.529999,33.023758,18617600
+2017-02-27,36.419998,36.680000,36.270000,36.509998,33.005684,14065200
+2017-02-28,36.419998,36.459999,36.000000,36.200001,32.725437,24977000
+2017-03-01,35.849998,36.099998,35.439999,35.930000,32.481350,34085900
+2017-03-02,35.930000,36.020000,35.650002,35.910000,32.463272,23602100
+2017-03-03,35.939999,36.090000,35.669998,35.900002,32.454231,17538100
+2017-03-06,35.790001,35.799999,35.419998,35.570000,32.155907,24416700
+2017-03-07,35.540001,35.799999,35.389999,35.799999,32.363834,23434900
+2017-03-08,35.669998,35.900002,35.529999,35.619999,32.201103,20920100
+2017-03-09,35.599998,35.939999,35.500000,35.820000,32.381905,23616800
+2017-03-10,36.119999,36.299999,35.779999,35.910000,32.463272,25402300
+2017-03-13,35.849998,36.040001,34.939999,35.160000,31.785255,53582900
+2017-03-14,35.060001,35.230000,34.660000,35.180000,31.803339,28586900
+2017-03-15,34.939999,35.169998,34.680000,35.099998,31.731012,27996100
+2017-03-16,35.169998,35.360001,35.070000,35.139999,31.767178,19616100
+2017-03-17,35.310001,35.330002,35.099998,35.270000,31.884699,30778900
+2017-03-20,35.369999,35.630001,35.259998,35.430000,32.029339,17322300
+2017-03-21,35.590000,35.599998,35.000000,35.040001,31.676769,22814500
+2017-03-22,35.220001,35.459999,35.000000,35.369999,31.975100,19144500
+2017-03-23,35.490002,35.490002,35.020000,35.270000,31.884699,20640400
+2017-03-24,35.650002,35.730000,35.119999,35.160000,31.785255,22188000
+2017-03-27,35.070000,35.500000,34.939999,35.389999,31.993185,16992200
+2017-03-28,35.340000,35.709999,35.209999,35.599998,32.183018,18398100
+2017-03-29,35.520000,35.700001,35.439999,35.570000,32.155907,17202600
+2017-03-30,35.580002,35.889999,35.520000,35.750000,32.318626,16433000
+2017-03-31,35.750000,36.250000,35.740002,36.070000,32.607914,21438400
+2017-04-03,36.189999,36.740002,36.119999,36.160000,32.689278,32013600
+2017-04-04,36.119999,36.380001,35.990002,36.279999,32.797756,18918000
+2017-04-05,36.430000,36.759998,36.169998,36.220001,32.743515,22455500
+2017-04-06,36.130001,36.279999,36.029999,36.029999,32.571747,20198200
+2017-04-07,36.070000,36.320000,35.990002,36.029999,32.571747,15689500
+2017-04-10,36.020000,36.090000,35.610001,35.799999,32.363834,19973700
+2017-04-11,35.770000,35.790001,35.209999,35.740002,32.309586,22711800
+2017-04-12,35.869999,36.009998,35.500000,35.630001,32.210152,19289800
+2017-04-13,35.549999,35.759998,35.250000,35.250000,31.866621,15764000
+2017-04-17,35.439999,35.590000,35.330002,35.480000,32.074539,12560700
+2017-04-18,35.430000,35.810001,35.299999,35.770000,32.336716,12321100
+2017-04-19,35.970001,36.220001,35.889999,35.910000,32.463272,16594600
+2017-04-20,36.180000,36.270000,35.860001,36.180000,32.707359,22968300
+2017-04-21,36.200001,36.419998,35.849998,36.320000,32.833923,20390500
+2017-04-24,36.669998,36.849998,36.459999,36.750000,33.222645,26305800
+2017-04-25,36.770000,37.000000,36.660000,36.869999,33.331123,22066800
+2017-04-26,36.779999,37.230000,36.779999,36.930000,33.385376,27241000
+2017-04-27,36.869999,37.500000,36.779999,37.430000,33.837379,39890000
+2017-04-28,36.099998,36.490002,35.880001,36.150002,32.680241,56769300
+2017-05-01,36.110001,36.400002,35.939999,36.310001,32.824886,24825600
+2017-05-02,36.369999,37.029999,36.349998,36.970001,33.421535,35813000
+2017-05-03,36.720001,37.169998,36.619999,36.980000,33.679272,22040300
+2017-05-04,36.990002,37.110001,36.639999,36.849998,33.560867,16437100
+2017-05-05,36.860001,36.930000,36.500000,36.820000,33.533550,18119200
+2017-05-08,36.730000,36.849998,36.480000,36.540001,33.278542,17660200
+2017-05-09,36.480000,36.750000,36.279999,36.369999,33.123718,17819100
+2017-05-10,36.270000,36.380001,35.930000,36.009998,32.795845,25133800
+2017-05-11,35.910000,36.000000,35.450001,35.689999,32.504410,21508900
+2017-05-12,35.720001,35.740002,35.400002,35.529999,32.358696,19730800
+2017-05-15,35.529999,35.720001,35.419998,35.630001,32.449772,22120100
+2017-05-16,35.750000,35.889999,35.419998,35.820000,32.622807,22291800
+2017-05-17,35.669998,35.990002,35.020000,35.040001,31.912426,26670200
+2017-05-18,35.189999,35.470001,35.080002,35.220001,32.076363,17171900
+2017-05-19,35.150002,35.549999,35.130001,35.400002,32.240303,18340100
+2017-05-22,35.480000,36.110001,35.380001,35.770000,32.577267,14638100
+2017-05-23,35.869999,35.990002,35.560001,35.860001,32.659237,16903700
+2017-05-24,35.980000,36.180000,35.889999,36.119999,32.896023,20640600
+2017-05-25,36.119999,36.389999,36.060001,36.259998,33.023537,13148500
+2017-05-26,36.259998,36.330002,36.130001,36.259998,33.023537,11145500
+2017-05-30,36.270000,36.439999,36.090000,36.180000,32.950676,13026900
+2017-05-31,36.310001,36.380001,35.869999,36.110001,32.886929,17741900
+2017-06-01,36.119999,36.130001,35.799999,36.119999,32.896023,17510900
+2017-06-02,36.270000,36.330002,36.000000,36.320000,33.078186,19127400
+2017-06-05,36.299999,36.500000,36.200001,36.340000,33.096401,11685700
+2017-06-06,36.160000,36.450001,35.980000,36.130001,32.905140,18420900
+2017-06-07,36.130001,36.570000,36.099998,36.259998,33.023537,17192000
+2017-06-08,36.340000,36.529999,36.160000,36.480000,33.223896,17154200
+2017-06-09,36.500000,36.560001,35.310001,35.709999,32.522621,33322100
+2017-06-12,35.590000,36.009998,35.410000,35.730000,32.540836,28488300
+2017-06-13,35.680000,35.950001,35.529999,35.880001,32.677452,20588200
+2017-06-14,35.990002,36.049999,35.220001,35.529999,32.358696,19149000
+2017-06-15,35.209999,35.480000,35.139999,35.310001,32.158333,20410000
+2017-06-16,35.279999,35.330002,35.009998,35.209999,32.067249,30762800
+2017-06-19,35.610001,35.610001,35.320000,35.509998,32.340469,21583800
+2017-06-20,35.450001,35.450001,34.840000,34.860001,31.748489,21536500
+2017-06-21,34.330002,34.599998,34.090000,34.580002,31.493484,27138500
+2017-06-22,34.560001,34.630001,34.290001,34.360001,31.293127,24602900
+2017-06-23,34.209999,34.549999,34.099998,34.189999,31.138292,29260900
+2017-06-26,34.259998,34.509998,34.029999,34.070000,31.029009,18854800
+2017-06-27,34.000000,34.150002,33.650002,33.650002,30.646500,27078900
+2017-06-28,33.770000,34.240002,33.740002,34.200001,31.147406,25940100
+2017-06-29,33.919998,34.099998,33.340000,33.540001,30.546310,25215700
+2017-06-30,33.869999,33.930000,33.529999,33.740002,30.728462,24432000
+2017-07-03,33.509998,34.029999,33.430000,33.459999,30.473454,12676900
+2017-07-05,33.520000,34.430000,33.490002,34.340000,31.274910,30010800
+2017-07-06,34.119999,34.290001,33.560001,33.630001,30.628284,20733200
+2017-07-07,33.700001,34.119999,33.700001,33.880001,30.855965,18304500
+2017-07-10,33.250000,33.740002,33.230000,33.650002,30.646500,29918400
+2017-07-11,33.639999,33.930000,33.430000,33.919998,30.892395,25737500
+2017-07-12,34.279999,34.389999,33.939999,34.250000,31.192947,23768300
+2017-07-13,34.330002,34.400002,34.119999,34.240002,31.183844,15046200
+2017-07-14,34.480000,34.709999,34.270000,34.680000,31.584562,16316400
+2017-07-17,34.740002,34.740002,34.360001,34.470001,31.393305,21044400
+2017-07-18,34.430000,34.580002,34.250000,34.529999,31.447948,14362800
+2017-07-19,34.680000,34.680000,34.459999,34.560001,31.475273,17036200
+2017-07-20,34.540001,34.840000,34.480000,34.750000,31.648306,17506200
+2017-07-21,34.540001,34.820000,34.400002,34.730000,31.630095,22245000
+2017-07-24,34.730000,34.799999,34.380001,34.500000,31.420622,16146300
+2017-07-25,34.549999,34.740002,34.400002,34.669998,31.575449,18096700
+2017-07-26,34.700001,34.970001,34.590000,34.750000,31.648306,15499300
+2017-07-27,34.779999,35.250000,34.669998,34.970001,31.848686,43062800
+2017-07-28,35.130001,35.860001,35.000000,35.310001,32.158333,36291500
+2017-07-31,35.470001,35.740002,35.320000,35.470001,32.304054,27057000
+2017-08-01,35.660000,36.430000,35.570000,36.349998,33.105499,38710200
+2017-08-02,36.330002,36.669998,36.060001,36.639999,33.369621,35004300
+2017-08-03,36.549999,36.590000,36.150002,36.490002,33.482483,26611300
+2017-08-04,36.450001,36.560001,36.099998,36.299999,33.308140,20520300
+2017-08-07,36.389999,36.549999,36.220001,36.430000,33.427422,18169300
+2017-08-08,36.369999,36.700001,36.299999,36.410000,33.409069,22819900
+2017-08-09,36.279999,36.660000,36.020000,36.590000,33.574230,22796800
+2017-08-10,36.400002,36.560001,36.110001,36.139999,33.161324,22693300
+2017-08-11,36.259998,36.400002,35.790001,35.869999,32.913582,19275100
+2017-08-14,36.119999,36.470001,36.080002,36.340000,33.344849,18469400
+2017-08-15,36.299999,36.320000,35.820000,36.000000,33.032864,21706600
+2017-08-16,35.980000,36.070000,35.560001,35.810001,32.858528,22014000
+2017-08-17,35.599998,35.680000,35.169998,35.169998,32.271271,19525000
+2017-08-18,35.290001,35.310001,34.990002,35.009998,32.124462,16231400
+2017-08-21,35.090000,35.279999,34.700001,34.919998,32.041878,26493300
+2017-08-22,35.020000,35.189999,34.619999,34.650002,31.794136,26097800
+2017-08-23,34.540001,34.810001,34.380001,34.660000,31.803308,19648100
+2017-08-24,34.700001,34.889999,34.549999,34.709999,31.849182,14301900
+2017-08-25,34.820000,34.930000,34.580002,34.669998,31.812479,14726800
+2017-08-28,34.779999,34.799999,34.590000,34.650002,31.794136,20712900
+2017-08-29,34.509998,34.750000,34.459999,34.730000,31.867535,15843700
+2017-08-30,34.750000,34.959999,34.630001,34.889999,32.014355,18565000
+2017-08-31,34.939999,35.180000,34.869999,35.070000,32.179523,16366800
+2017-09-01,35.240002,35.389999,35.070000,35.090000,32.197868,12822000
+2017-09-05,35.020000,35.330002,34.930000,35.020000,32.133640,18772000
+2017-09-06,35.220001,35.939999,35.110001,35.759998,32.812653,28076400
+2017-09-07,35.880001,35.950001,35.330002,35.540001,32.610783,16297100
+2017-09-08,35.419998,35.540001,35.080002,35.189999,32.289627,14125000
+2017-09-11,35.490002,36.000000,35.139999,35.770000,32.821819,20037600
+2017-09-12,35.880001,36.340000,35.740002,36.090000,33.115452,19489900
+2017-09-13,36.000000,36.400002,35.970001,36.330002,33.335670,15509800
+2017-09-14,36.189999,36.700001,36.160000,36.480000,33.473305,18093900
+2017-09-15,36.549999,37.080002,36.220001,37.000000,33.950447,33596100
+2017-09-18,37.000000,37.330002,36.799999,37.000000,33.950447,19393800
+2017-09-19,37.200001,37.299999,37.020000,37.230000,34.161488,23850500
+2017-09-20,37.230000,37.290001,36.660000,37.070000,34.014675,23957500
+2017-09-21,36.990002,37.270000,36.849998,37.200001,34.133965,22954200
+2017-09-22,36.950001,37.220001,36.950001,37.180000,34.115616,21631800
+2017-09-25,37.049999,37.230000,36.849998,37.160000,34.097252,23180800
+2017-09-26,37.209999,37.639999,37.000000,37.470001,34.381714,29790400
+2017-09-27,37.619999,37.689999,37.099998,37.540001,34.445938,25981400
+2017-09-28,37.320000,37.880001,37.290001,37.830002,34.712032,21171400
+2017-09-29,37.840000,38.150002,37.700001,38.080002,34.941441,23217300
+2017-10-02,38.119999,39.090000,38.080002,39.040001,35.822315,37394500
+2017-10-03,38.950001,39.700001,38.950001,39.380001,36.134293,34002200
+2017-10-04,39.389999,39.400002,38.860001,39.340000,36.097584,28368800
+2017-10-05,39.500000,39.650002,39.209999,39.529999,36.271919,17710300
+2017-10-06,39.599998,39.889999,39.419998,39.630001,36.363682,18887500
+2017-10-09,39.680000,39.880001,39.520000,39.860001,36.574722,18494100
+2017-10-10,39.930000,39.950001,39.380001,39.650002,36.382038,29890000
+2017-10-11,39.480000,39.669998,39.060001,39.299999,36.060879,30754700
+2017-10-12,39.349998,39.389999,38.980000,39.189999,35.959934,18286900
+2017-10-13,39.439999,39.810001,39.279999,39.669998,36.400375,16829400
+2017-10-16,39.709999,39.790001,39.439999,39.759998,36.482964,12489100
+2017-10-17,39.560001,39.869999,39.369999,39.790001,36.510498,15532800
+2017-10-18,39.799999,40.290001,39.599998,40.250000,36.932579,21424600
+2017-10-19,39.880001,40.330002,39.830002,40.090000,36.785767,19222700
+2017-10-20,40.330002,40.450001,40.099998,40.430000,37.097740,18335700
+2017-10-23,40.549999,41.040001,40.400002,40.830002,37.464779,28647000
+2017-10-24,41.000000,41.049999,40.720001,40.950001,37.574894,19652400
+2017-10-25,40.889999,41.060001,40.490002,40.779999,37.418900,24031700
+2017-10-26,40.910000,41.580002,40.709999,41.349998,37.941917,38247400
+2017-10-27,43.299999,45.000000,43.099998,44.400002,40.740532,90028300
+2017-10-30,44.480000,45.189999,43.880001,44.369999,40.713005,48161500
+2017-10-31,45.200001,45.799999,44.650002,45.490002,41.740700,47000900
+2017-11-01,45.970001,46.709999,45.590000,46.709999,42.860146,47813700
+2017-11-02,46.610001,47.230000,46.209999,47.099998,43.217999,44602300
+2017-11-03,47.200001,47.299999,45.599998,46.340000,42.520641,39298100
+2017-11-06,46.599998,46.740002,46.090000,46.700001,43.104904,34035000
+2017-11-07,46.700001,47.090000,46.389999,46.779999,43.178745,24461400
+2017-11-08,46.619999,46.700001,46.279999,46.700001,43.104904,21565800
+2017-11-09,46.049999,46.389999,45.650002,46.299999,42.735699,25570400
+2017-11-10,46.040001,46.090000,45.380001,45.580002,42.071129,24095400
+2017-11-13,45.259998,45.939999,45.250000,45.750000,42.228039,18999000
+2017-11-14,45.700001,45.919998,45.320000,45.860001,42.329575,22201200
+2017-11-15,45.389999,45.810001,45.169998,45.459999,41.960365,17157200
+2017-11-16,45.630001,46.070000,45.459999,45.650002,42.135742,26439400
+2017-11-17,45.500000,45.619999,44.619999,44.630001,41.194260,63798000
+2017-11-20,44.730000,45.119999,44.500000,44.619999,41.185032,22420000
+2017-11-21,44.720001,45.220001,44.709999,44.939999,41.480392,21871000
+2017-11-22,44.939999,44.950001,44.540001,44.650002,41.212723,19538300
+2017-11-24,44.549999,44.779999,44.430000,44.750000,41.305019,6465800
+2017-11-27,44.419998,44.610001,44.270000,44.490002,41.065041,18202100
+2017-11-28,44.650002,44.840000,44.320000,44.730000,41.286560,20194100
+2017-11-29,44.849998,45.090000,43.770000,43.950001,40.566608,27036900
+2017-11-30,44.360001,45.200001,44.330002,44.840000,41.388096,34145300
+2017-12-01,44.730000,44.840000,43.529999,44.680000,41.240414,26656300
+2017-12-04,45.020000,45.299999,44.330002,44.490002,41.065041,28000800
+2017-12-05,44.599998,44.900002,43.230000,43.439999,40.095879,30626900
+2017-12-06,43.139999,43.720001,42.669998,43.450001,40.105103,27710800
+2017-12-07,43.459999,43.599998,42.779999,43.080002,39.763588,32708400
+2017-12-08,43.349998,43.580002,43.110001,43.349998,40.012802,23154700
+2017-12-11,43.279999,43.779999,43.250000,43.660000,40.298935,20425900
+2017-12-12,43.470001,43.619999,43.080002,43.330002,39.994343,16557400
+2017-12-13,43.650002,43.660000,43.240002,43.340000,40.003571,21399500
+2017-12-14,43.430000,43.570000,43.020000,43.259998,39.929729,19644900
+2017-12-15,43.400002,44.840000,43.070000,44.560001,41.129654,47477000
+2017-12-18,45.150002,46.349998,45.040001,46.259998,42.698780,50369300
+2017-12-19,46.299999,47.259998,45.889999,47.040001,43.418732,41421100
+2017-12-20,47.470001,47.639999,46.660000,47.560001,43.898705,40935000
+2017-12-21,47.540001,47.590000,46.560001,46.759998,43.160282,42963500
+2017-12-22,46.330002,47.020000,46.020000,46.700001,43.104904,33913500
+2017-12-26,46.279999,46.470001,45.950001,46.080002,42.532631,15533300
+2017-12-27,46.110001,46.360001,46.000000,46.110001,42.560333,13359700
+2017-12-28,46.360001,46.360001,45.950001,46.220001,42.661861,9504400
+2017-12-29,46.209999,46.490002,46.090000,46.160000,42.606480,17394500
+2018-01-02,46.380001,46.900002,46.209999,46.849998,43.243359,23370800
+2018-01-03,45.470001,46.209999,43.650002,45.259998,41.775768,116479000
+2018-01-04,43.520000,44.650002,42.689999,44.430000,41.009666,89209100
+2018-01-05,44.430000,45.150002,43.900002,44.740002,41.295795,41824000
+2018-01-08,44.270000,44.840000,43.959999,44.740002,41.295795,33733800
+2018-01-09,44.700001,44.840000,43.490002,43.619999,40.262016,44282300
+2018-01-10,43.330002,43.599998,42.439999,42.500000,39.228237,45735000
+2018-01-11,42.799999,43.580002,42.450001,43.410000,40.068188,35371500
+2018-01-12,43.450001,43.599998,43.009998,43.240002,39.911274,29973600
+2018-01-16,43.549999,43.790001,42.889999,43.139999,39.818970,38367200
+2018-01-17,43.549999,44.450001,43.509998,44.389999,40.972740,32368600
+2018-01-18,44.400002,44.740002,44.169998,44.480000,41.055817,26826500
+2018-01-19,44.619999,44.889999,44.250000,44.820000,41.369640,25780200
+2018-01-22,44.799999,45.790001,44.790001,45.750000,42.228039,27706800
+2018-01-23,45.810001,46.090000,45.630001,46.060001,42.514179,22135100
+2018-01-24,45.900002,46.130001,44.959999,45.509998,42.006516,32464200
+2018-01-25,45.880001,46.369999,45.169998,45.299999,41.812687,36758700
+2018-01-26,48.380001,50.150002,48.119999,50.080002,46.224712,86916100
+2018-01-29,49.599998,50.849998,49.369999,49.980000,46.132404,46304000
+2018-01-30,49.480000,50.060001,48.740002,48.790001,45.034016,32814600
+2018-01-31,49.230000,49.250000,47.560001,48.139999,44.434055,41619900
+2018-02-01,47.700001,48.470001,47.450001,47.650002,43.981785,28840400
+2018-02-02,47.320000,47.790001,46.099998,46.150002,42.597256,28663000
+2018-02-05,46.349998,47.259998,44.500000,44.520000,41.092728,47869000
+2018-02-06,44.020000,44.930000,43.029999,44.910000,41.733932,58145400
+2018-02-07,44.580002,46.299999,44.340000,45.200001,42.003426,37508400
+2018-02-08,45.279999,45.419998,42.740002,42.750000,39.726688,43151300
+2018-02-09,43.500000,44.279999,42.040001,43.950001,40.841827,49301100
+2018-02-12,44.150002,45.160000,44.090000,44.830002,41.659592,28379500
+2018-02-13,44.590000,44.779999,44.259998,44.459999,41.315762,19517600
+2018-02-14,44.070000,45.509998,44.040001,45.380001,42.170696,19922000
+2018-02-15,45.880001,45.990002,44.950001,45.919998,42.672504,23536800
+2018-02-16,45.820000,46.590000,45.509998,45.560001,42.337971,21475200
+2018-02-20,45.459999,46.709999,45.389999,46.320000,43.044220,25512000
+2018-02-21,46.669998,47.060001,45.919998,45.939999,42.691093,27527500
+2018-02-22,46.139999,46.560001,45.619999,45.799999,42.560989,16946400
+2018-02-23,46.340000,47.790001,46.310001,47.730000,44.354504,26040900
+2018-02-26,48.200001,49.130001,48.099998,49.110001,45.636906,26992300
+2018-02-27,49.369999,50.900002,49.310001,49.910000,46.380325,43624100
+2018-02-28,50.180000,50.340000,49.279999,49.290001,45.804176,35541200
+2018-03-01,49.500000,49.720001,47.470001,47.840000,44.456722,36326600
+2018-03-02,47.200001,49.049999,46.959999,48.980000,45.516102,33310600
+2018-03-05,48.570000,49.799999,48.040001,49.750000,46.231651,30826500
+2018-03-06,50.160000,51.330002,50.150002,50.709999,47.123749,39132300
+2018-03-07,50.180000,51.490002,50.099998,51.320000,47.690609,31801900
+2018-03-08,51.790001,52.080002,50.470001,50.740002,47.151634,29481200
+2018-03-09,51.270000,52.299999,51.000000,52.189999,48.499084,32727900
+2018-03-12,51.860001,51.950001,50.500000,51.520000,47.876472,32044400
+2018-03-13,52.520000,53.779999,51.389999,51.779999,48.118088,45573900
+2018-03-14,52.060001,52.180000,51.310001,51.860001,48.192432,24993500
+2018-03-15,52.230000,52.299999,50.880001,50.880001,47.281731,25631200
+2018-03-16,51.169998,51.700001,50.990002,51.169998,47.551216,42559800
+2018-03-19,50.740002,51.230000,49.930000,50.830002,47.235264,31115200
+2018-03-20,50.880001,51.810001,50.849998,51.549999,47.904346,22215000
+2018-03-21,51.549999,52.169998,51.169998,51.560001,47.913647,23239500
+2018-03-22,50.740002,51.959999,50.599998,50.830002,47.235264,30916000
+2018-03-23,50.590000,50.990002,49.360001,49.360001,45.869228,37683900
+2018-03-26,50.740002,52.490002,50.320000,52.480000,48.768581,39306200
+2018-03-27,53.009998,53.250000,50.779999,51.189999,47.569813,38777000
+2018-03-28,50.500000,50.700001,49.009998,49.599998,46.092258,37970900
+2018-03-29,49.980000,52.080002,49.869999,52.080002,48.396866,45265800
+2018-04-02,51.689999,52.040001,47.290001,48.919998,45.460342,67187800
+2018-04-03,49.000000,49.959999,48.410000,49.750000,46.231651,39432400
+2018-04-04,48.099998,50.160000,48.009998,49.990002,46.454674,30370000
+2018-04-05,50.009998,50.720001,49.970001,50.380001,46.817093,25115400
+2018-04-06,49.790001,50.400002,48.500000,48.790001,45.339542,28215200
+2018-04-09,49.160000,51.110001,49.160000,49.549999,46.045792,31437000
+2018-04-10,51.119999,51.490002,50.340000,51.270000,47.644154,25906400
+2018-04-11,50.990002,51.730000,50.820000,51.099998,47.486172,17568400
+2018-04-12,51.490002,53.270000,51.450001,52.720001,48.991608,29781400
+2018-04-13,53.060001,53.209999,51.599998,51.860001,48.192432,20884900
+2018-04-16,52.290001,52.529999,51.790001,52.400002,48.694237,18855500
+2018-04-17,52.910000,53.700001,52.889999,53.540001,49.753613,21228700
+2018-04-18,53.520000,54.360001,53.340000,53.610001,49.818672,22164700
+2018-04-19,52.950001,52.959999,51.610001,52.220001,48.526966,25422400
+2018-04-20,52.169998,52.279999,50.880001,51.529999,47.885757,26910100
+2018-04-23,51.689999,51.889999,50.849998,51.099998,47.486172,21706700
+2018-04-24,51.869999,53.639999,51.139999,51.450001,47.811424,42494700
+2018-04-25,51.860001,52.099998,50.599998,51.380001,47.746376,25752800
+2018-04-26,52.259998,53.270000,52.070000,53.049999,49.298275,39575000
+2018-04-27,55.439999,55.790001,52.230000,52.730000,49.000900,69888100
+2018-04-30,52.560001,53.369999,51.209999,51.619999,47.969398,36417400
+2018-05-01,51.639999,53.419998,51.439999,53.330002,49.558468,27600800
+2018-05-02,53.090000,53.200001,52.150002,52.310001,48.610600,25778300
+2018-05-03,51.889999,52.560001,51.209999,52.279999,48.582729,28561000
+2018-05-04,51.619999,52.840000,51.000000,52.779999,49.330433,25642500
+2018-05-07,52.860001,53.580002,52.830002,53.330002,49.844494,20285700
+2018-05-08,53.290001,53.630001,52.799999,53.630001,50.124878,21026800
+2018-05-09,53.759998,54.369999,53.189999,54.340000,50.788483,19827500
+2018-05-10,54.549999,55.000000,54.099998,54.980000,51.386650,18715900
+2018-05-11,54.619999,55.189999,54.430000,54.669998,51.096909,15405000
+2018-05-14,54.770000,55.240002,54.740002,54.900002,51.311882,21878200
+2018-05-15,54.580002,54.750000,53.560001,53.919998,50.395927,21712600
+2018-05-16,54.169998,54.700001,53.959999,54.639999,51.068867,16260500
+2018-05-17,54.549999,55.439999,54.419998,54.810001,51.227760,16872600
+2018-05-18,54.529999,54.540001,53.470001,53.500000,50.003376,23679900
+2018-05-21,54.360001,55.220001,53.860001,54.320000,50.769783,25367400
+2018-05-22,54.730000,55.049999,54.049999,54.450001,50.891293,19009600
+2018-05-23,54.000000,55.230000,53.840000,55.209999,51.601616,20555400
+2018-05-24,55.180000,55.299999,54.130001,54.750000,51.171684,19667100
+2018-05-25,54.799999,55.500000,54.540001,55.439999,51.816586,18550000
+2018-05-29,55.119999,55.810001,54.810001,55.320000,51.704430,24253500
+2018-05-30,55.889999,56.200001,55.619999,55.680000,52.040897,24711500
+2018-05-31,55.669998,55.860001,55.060001,55.200001,51.592278,30962100
+2018-06-01,55.840000,57.099998,55.799999,57.080002,53.349403,31183200
+2018-06-04,57.009998,57.599998,56.779999,56.830002,53.115738,22538100
+2018-06-05,56.900002,57.119999,56.220001,56.529999,52.835342,21687000
+2018-06-06,56.529999,57.060001,56.080002,57.029999,53.302666,22955400
+2018-06-07,56.919998,57.000000,55.619999,55.880001,52.227833,27596100
+2018-06-08,55.560001,55.700001,54.660000,55.049999,51.452076,30822900
+2018-06-11,54.799999,55.090000,54.259998,54.520000,50.956711,25752400
+2018-06-12,54.869999,55.029999,54.220001,54.820000,51.237106,23294900
+2018-06-13,54.980000,55.700001,54.910000,55.029999,51.433384,22631400
+2018-06-14,55.450001,55.860001,55.180000,55.540001,51.910046,23419800
+2018-06-15,55.169998,55.380001,54.580002,55.110001,51.508152,39194700
+2018-06-18,54.299999,54.299999,52.340000,53.220001,49.741680,40764400
+2018-06-19,52.139999,52.950001,51.880001,52.930000,49.470631,31780900
+2018-06-20,53.189999,53.750000,52.689999,53.459999,49.965996,21403000
+2018-06-21,54.380001,54.529999,51.939999,52.189999,48.778996,44435600
+2018-06-22,52.619999,53.090000,52.299999,52.500000,49.068733,34682100
+2018-06-25,51.169998,51.750000,49.910000,50.709999,47.395721,45356500
+2018-06-26,49.950001,50.410000,49.360001,49.669998,46.423702,37543000
+2018-06-27,49.340000,50.060001,48.750000,48.759998,45.573174,33338800
+2018-06-28,48.580002,49.490002,48.500000,49.250000,46.031151,29055700
+2018-06-29,49.529999,50.110001,49.500000,49.709999,46.461086,28906500
+2018-07-02,49.040001,50.270000,48.830002,50.200001,46.919064,23755500
+2018-07-03,50.580002,50.860001,49.430000,49.470001,46.236774,16327900
+2018-07-05,49.980000,50.959999,49.750000,50.750000,47.433109,26163500
+2018-07-06,50.770000,51.500000,50.400002,51.369999,48.012592,19968000
+2018-07-09,51.639999,51.889999,51.000000,51.860001,48.470570,21361600
+2018-07-10,52.099998,52.259998,51.840000,52.160000,48.750957,17362900
+2018-07-11,51.689999,51.869999,51.189999,51.200001,47.853699,18665600
+2018-07-12,52.049999,52.480000,51.730000,52.349998,48.928535,20292700
+2018-07-13,52.400002,52.419998,51.759998,52.220001,48.807037,13749300
+2018-07-16,52.150002,52.320000,51.869999,52.009998,48.610756,15951500
+2018-07-17,51.049999,51.880001,51.009998,51.750000,48.367756,15754500
+2018-07-18,51.869999,51.970001,51.470001,51.720001,48.339718,14649000
+2018-07-19,51.599998,52.009998,51.049999,51.980000,48.582726,15954600
+2018-07-20,51.830002,52.070000,51.330002,51.910000,48.517300,17380500
+2018-07-23,51.770000,52.500000,51.330002,52.310001,48.891151,15945500
+2018-07-24,52.759998,53.299999,52.080002,52.180000,48.769657,17788700
+2018-07-25,52.209999,52.450001,51.090000,52.430000,49.003307,19854800
+2018-07-26,52.450001,53.180000,51.869999,52.160000,48.750957,28282500
+2018-07-27,48.759998,49.200001,47.480000,47.680000,44.563759,67816700
+2018-07-30,47.630001,47.990002,46.430000,47.689999,44.573105,35696600
+2018-07-31,48.240002,48.680000,47.689999,48.099998,44.956310,36581200
+2018-08-01,48.060001,48.910000,48.000000,48.810001,45.619904,28060700
+2018-08-02,48.500000,49.520000,48.200001,49.480000,46.246117,26452500
+2018-08-03,49.500000,49.779999,49.169998,49.630001,46.386314,22008200
+2018-08-06,48.770000,49.310001,48.320000,49.299999,46.358101,26669000
+2018-08-07,49.430000,49.830002,49.410000,49.700001,46.734234,28322700
+2018-08-08,49.599998,50.130001,49.439999,49.959999,46.978722,21990600
+2018-08-09,49.860001,50.599998,49.720001,50.139999,47.147968,23795600
+2018-08-10,48.509998,49.169998,48.299999,48.849998,45.934956,28712400
+2018-08-13,48.919998,49.240002,48.380001,48.450001,45.558830,17070600
+2018-08-14,48.669998,48.759998,47.650002,48.119999,45.248512,23061600
+2018-08-15,47.779999,48.000000,46.900002,47.459999,44.627903,26739900
+2018-08-16,47.750000,47.950001,47.049999,47.169998,44.355202,24358000
+2018-08-17,47.000000,47.389999,46.330002,47.099998,44.289379,26382000
+2018-08-20,47.049999,47.119999,46.189999,46.500000,43.725189,24334000
+2018-08-21,46.660000,47.849998,46.639999,47.619999,44.778351,19254300
+2018-08-22,47.250000,47.349998,46.919998,47.049999,44.242371,23182500
+2018-08-23,46.860001,47.169998,46.709999,46.980000,44.176540,31343200
+2018-08-24,47.290001,47.889999,47.080002,47.660000,44.815971,18214700
+2018-08-27,48.000000,48.389999,47.630001,48.349998,45.464790,17170300
+2018-08-28,48.549999,48.790001,48.310001,48.570000,45.671665,13472400
+2018-08-29,48.700001,48.860001,48.400002,48.750000,45.840919,13479100
+2018-08-30,48.520000,48.830002,48.090000,48.240002,45.361359,16418800
+2018-08-31,47.959999,48.560001,47.919998,48.430000,45.540016,16484000
+2018-09-04,48.380001,48.430000,47.560001,47.959999,45.098072,15682900
+2018-09-05,47.750000,48.119999,47.470001,47.720001,44.872391,20857200
+2018-09-06,47.759998,47.959999,47.209999,47.259998,44.439831,19318100
+2018-09-07,46.910000,47.480000,46.360001,46.450001,43.678173,25958300
+2018-09-10,46.560001,46.759998,46.230000,46.299999,43.537121,21522400
+2018-09-11,46.000000,46.029999,44.889999,44.930000,42.248878,32455300
+2018-09-12,44.560001,44.980000,44.060001,44.930000,42.248878,29778700
+2018-09-13,45.680000,45.849998,45.110001,45.570000,42.850689,18657100
+2018-09-14,45.779999,45.970001,45.349998,45.540001,42.822479,22998700
+2018-09-17,45.290001,45.900002,45.189999,45.419998,42.709641,17603200
+2018-09-18,45.580002,46.529999,45.410000,46.099998,43.349060,20528100
+2018-09-19,46.090000,46.439999,45.889999,46.150002,43.396076,15918900
+2018-09-20,46.779999,47.360001,46.520000,47.200001,44.383419,21999300
+2018-09-21,47.119999,47.419998,46.369999,46.660000,43.875645,52650600
+2018-09-24,46.310001,47.000000,46.150002,46.910000,44.110718,17847000
+2018-09-25,46.220001,46.389999,45.799999,45.910000,43.170391,23389900
+2018-09-26,46.040001,46.299999,45.580002,45.700001,42.972927,23957700
+2018-09-27,45.910000,46.169998,45.730000,45.880001,43.142185,15415500
+2018-09-28,45.619999,47.750000,45.459999,47.290001,44.468044,46223500
+2018-10-01,46.790001,47.220001,46.200001,46.450001,43.678173,23796200
+2018-10-02,47.509998,48.880001,47.320000,48.099998,45.229713,42121100
+2018-10-03,48.619999,49.720001,48.560001,48.759998,45.850327,39211900
+2018-10-04,48.840000,48.860001,47.619999,48.130001,45.257927,30108300
+2018-10-05,48.230000,48.340000,46.660000,47.029999,44.223564,28901400
+2018-10-08,46.959999,47.349998,46.520000,47.029999,44.223564,19376800
+2018-10-09,47.180000,47.619999,46.540001,46.549999,43.772213,23285700
+2018-10-10,46.060001,46.119999,44.799999,44.799999,42.126633,43109500
+2018-10-11,45.150002,45.610001,43.730000,44.230000,41.590652,43648800
+2018-10-12,45.270000,45.340000,44.230000,44.880001,42.201862,32087400
+2018-10-15,44.630001,45.139999,44.439999,44.529999,41.872746,21633000
+2018-10-16,44.900002,46.009998,44.830002,45.939999,43.198605,21472000
+2018-10-17,46.000000,46.330002,45.540001,45.889999,43.151592,23124400
+2018-10-18,45.650002,45.750000,44.830002,44.970001,42.286488,26638800
+2018-10-19,45.020000,45.180000,43.860001,44.000000,41.374371,28368500
+2018-10-22,44.500000,45.340000,44.099998,45.009998,42.324097,34508800
+2018-10-23,44.180000,45.090000,43.910000,44.500000,41.844532,38590300
+2018-10-24,44.160000,44.360001,42.360001,42.419998,39.888653,33631800
+2018-10-25,43.540001,44.939999,43.279999,44.310001,41.665878,48255300
+2018-10-26,45.590000,46.439999,44.700001,45.689999,42.963524,67280400
+2018-10-29,46.500000,46.750000,44.439999,45.400002,42.690826,35732200
+2018-10-30,45.529999,47.880001,45.459999,47.759998,44.910000,43975200
+2018-10-31,48.290001,48.560001,46.830002,46.880001,44.082512,33369100
+2018-11-01,46.950001,48.470001,46.860001,48.220001,45.342548,28335300
+2018-11-02,48.130001,48.250000,46.750000,47.110001,44.298786,30759800
+2018-11-05,47.340000,48.250000,46.919998,47.970001,45.107471,23751200
+2018-11-06,47.799999,47.919998,47.029999,47.250000,44.710045,23839600
+2018-11-07,47.630001,48.750000,47.590000,48.720001,46.101021,29913200
+2018-11-08,48.490002,49.290001,48.459999,48.990002,46.356514,26581700
+2018-11-09,48.790001,49.029999,47.869999,48.110001,45.523815,21761400
+2018-11-12,47.709999,47.799999,46.599998,46.650002,44.142292,24412800
+2018-11-13,46.990002,48.250000,46.990002,47.389999,44.842522,29315900
+2018-11-14,47.849998,47.970001,46.889999,47.090000,44.558647,25632700
+2018-11-15,47.009998,48.240002,46.720001,48.110001,45.523815,29581000
+2018-11-16,47.770000,49.049999,47.689999,48.830002,46.205112,31670600
+2018-11-19,48.610001,49.150002,47.779999,48.000000,45.419731,26859000
+2018-11-20,47.400002,48.119999,47.090000,47.389999,44.842522,29200800
+2018-11-21,47.849998,47.880001,47.020000,47.029999,44.501873,19011400
+2018-11-23,46.689999,47.070000,46.520000,46.540001,44.038212,8906900
+2018-11-26,47.270000,47.459999,46.700001,47.450001,44.899292,20723000
+2018-11-27,46.939999,48.220001,46.590000,48.070000,45.485966,27621000
+2018-11-28,47.939999,48.880001,47.650002,48.860001,46.233498,28003200
+2018-11-29,48.490002,48.560001,47.630001,47.700001,45.135857,23592500
+2018-11-30,47.950001,49.320000,47.560001,49.310001,46.659306,43313700
+2018-12-03,50.000000,50.500000,49.529999,50.130001,47.435234,30870400
+2018-12-04,49.520000,49.599998,47.680000,47.750000,45.183167,35397700
+2018-12-06,46.799999,48.389999,46.520000,48.369999,45.769844,31661700
+2018-12-07,47.939999,48.060001,46.230000,46.240002,43.754341,34016400
+2018-12-10,46.279999,47.459999,46.009998,47.209999,44.672192,23289000
+2018-12-11,47.900002,48.590000,47.130001,47.380001,44.833057,23851000
+2018-12-12,48.580002,48.639999,47.410000,47.830002,45.258869,31305000
+2018-12-13,48.259998,48.580002,47.860001,48.290001,45.694141,19526000
+2018-12-14,47.889999,48.759998,47.849998,47.860001,45.287258,26372100
+2018-12-17,47.860001,48.410000,46.660000,47.080002,44.549191,26598700
+2018-12-18,47.470001,48.450001,47.360001,47.740002,45.173706,29014300
+2018-12-19,47.490002,47.730000,45.380001,45.570000,43.120358,39717600
+2018-12-20,45.410000,46.310001,45.009998,45.540001,43.091969,37750900
+2018-12-21,45.750000,46.650002,44.799999,44.840000,42.429600,52768300
+2018-12-24,44.630001,45.169998,43.540001,43.590000,41.246796,19241600
+2018-12-26,44.000000,46.200001,43.509998,46.189999,43.707024,28677600
+2018-12-27,45.619999,46.380001,44.669998,46.360001,43.867893,29970700
+2018-12-28,46.509998,47.740002,46.299999,46.750000,44.236927,24758700
+2018-12-31,47.090000,47.480000,46.549999,46.930000,44.407246,20490400
+2019-01-02,45.959999,47.470001,45.770000,47.080002,44.549191,18774600
+2019-01-03,46.150002,46.279999,44.389999,44.490002,42.098412,32267300
+2019-01-04,45.840000,47.570000,45.540001,47.220001,44.681660,35447300
+2019-01-07,47.099998,48.000000,46.750000,47.439999,44.889828,22736800
+2019-01-08,47.799999,48.029999,46.779999,47.740002,45.173706,22749200
+2019-01-09,47.959999,48.570000,47.779999,48.009998,45.429184,22554500
+2019-01-10,47.750000,48.650002,47.410000,48.560001,45.949623,27202600
+2019-01-11,48.099998,49.290001,48.049999,48.930000,46.299736,21751300
+2019-01-14,48.459999,48.830002,48.299999,48.349998,45.750908,19193900
+2019-01-15,48.709999,49.130001,48.439999,48.599998,45.987473,22480800
+2019-01-16,48.599998,48.889999,48.080002,48.130001,45.542744,19057700
+2019-01-17,48.000000,48.840000,47.910000,48.470001,45.864464,17448700
+2019-01-18,49.110001,49.380001,48.689999,49.189999,46.545753,29874600
+2019-01-22,48.959999,48.980000,47.869999,48.270000,45.675220,25940700
+2019-01-23,48.410000,48.799999,47.520000,47.939999,45.362953,18960700
+2019-01-24,48.700001,50.040001,48.599998,49.759998,47.085117,50578300
+2019-01-25,46.849998,47.430000,45.750000,47.040001,44.511337,86455700
+2019-01-28,46.130001,46.730000,46.049999,46.709999,44.199078,35928700
+2019-01-29,46.779999,46.970001,46.330002,46.540001,44.038212,20988300
+2019-01-30,46.680000,47.680000,46.450001,47.540001,44.984459,26931700
+2019-01-31,46.700001,47.180000,46.099998,47.119999,44.587032,43051300
+2019-02-01,47.060001,49.049999,47.009998,48.730000,46.110485,37442900
+2019-02-04,48.619999,49.240002,48.240002,49.220001,46.574154,20905000
+2019-02-05,49.180000,50.720001,49.180000,50.009998,47.321674,31641600
+2019-02-06,49.950001,50.639999,49.820000,49.900002,47.516888,21647800
+2019-02-07,49.500000,49.849998,48.680000,49.230000,46.878887,27825900
+2019-02-08,48.770000,49.020000,48.009998,48.840000,46.507511,18851200
+2019-02-11,49.020000,49.320000,48.580002,48.770000,46.440853,18004100
+2019-02-12,49.360001,50.139999,49.270000,50.009998,47.621635,18050100
+2019-02-13,50.130001,50.810001,50.000000,50.470001,48.059669,17712800
+2019-02-14,50.410000,51.040001,50.349998,50.810001,48.383430,17545400
+2019-02-15,51.250000,51.669998,51.090000,51.660000,49.192833,22520400
+2019-02-19,51.349998,51.709999,51.340000,51.400002,48.945251,15611800
+2019-02-20,51.630001,51.730000,51.060001,51.389999,48.935730,21607700
+2019-02-21,51.320000,51.840000,51.209999,51.410000,48.954777,16162100
+2019-02-22,52.700001,52.980000,52.060001,52.490002,49.983200,31934100
+2019-02-25,53.060001,53.610001,52.860001,53.099998,50.564060,20711800
+2019-02-26,53.009998,53.369999,52.910000,53.230000,50.687855,16082200
+2019-02-27,52.759998,53.380001,52.509998,53.240002,50.697384,17590300
+2019-02-28,52.919998,53.180000,52.810001,52.959999,50.430748,18388800
+2019-03-01,53.439999,53.680000,52.889999,53.299999,50.754513,18359300
+2019-03-04,53.750000,54.099998,53.209999,53.939999,51.363945,21706100
+2019-03-05,53.849998,53.990002,53.110001,53.680000,51.116364,21057700
+2019-03-06,53.630001,53.650002,52.939999,52.950001,50.421227,14740500
+2019-03-07,52.770000,52.990002,52.360001,52.599998,50.087944,17803000
+2019-03-08,51.970001,52.560001,51.700001,52.480000,49.973675,16793900
+2019-03-11,52.880001,53.650002,52.570000,53.349998,50.802124,18963000
+2019-03-12,53.340000,53.959999,53.180000,53.570000,51.011616,20782100
+2019-03-13,54.000000,54.570000,53.650002,54.369999,51.773411,25522300
+2019-03-14,54.299999,54.450001,53.330002,53.439999,50.887825,26647100
+2019-03-15,53.680000,54.689999,53.680000,54.330002,51.735325,46512500
+2019-03-18,54.419998,54.509998,53.869999,54.099998,51.516308,16274000
+2019-03-19,54.470001,54.650002,54.000000,54.169998,51.582966,18274800
+2019-03-20,54.060001,54.400002,53.610001,53.820000,51.249676,24325300
+2019-03-21,53.919998,54.990002,53.840000,54.639999,52.030514,19127200
+2019-03-22,54.400002,54.619999,53.209999,53.259998,50.716415,21438400
+2019-03-25,52.970001,53.549999,52.380001,52.779999,50.259342,16971400
+2019-03-26,53.320000,53.770000,53.040001,53.439999,50.887825,17724300
+2019-03-27,53.590000,53.860001,52.939999,53.160000,50.621197,19656000
+2019-03-28,53.250000,53.439999,52.770000,53.110001,50.573582,13607900
+2019-03-29,53.799999,54.040001,53.480000,53.700001,51.135410,18736100
+2019-04-01,54.340000,54.570000,54.099998,54.509998,51.906727,17830400
+2019-04-02,54.529999,54.799999,54.230000,54.360001,51.763885,13704500
+2019-04-03,55.029999,55.990002,54.889999,55.480000,52.830406,24552800
+2019-04-04,55.270000,56.139999,55.270000,55.919998,53.249386,16520500
+2019-04-05,55.750000,55.950001,54.869999,55.599998,52.944672,19268400
+2019-04-08,55.279999,55.740002,55.200001,55.680000,53.020847,11758800
+2019-04-09,55.349998,55.430000,54.900002,55.320000,52.678040,13339700
+2019-04-10,55.320000,55.860001,55.320000,55.750000,53.087505,13084000
+2019-04-11,55.759998,56.070000,55.630001,55.799999,53.135117,10845800
+2019-04-12,56.209999,56.490002,55.840000,56.419998,53.725510,12910200
+2019-04-15,56.459999,56.560001,55.919998,56.279999,53.592197,11676900
+2019-04-16,56.660000,57.470001,56.070000,56.709999,54.001656,30301900
+2019-04-17,58.439999,59.590000,58.119999,58.560001,55.763313,38788400
+2019-04-18,58.709999,58.880001,58.119999,58.490002,55.696655,20464200
+2019-04-22,58.150002,58.830002,57.880001,58.820000,56.010891,12327500
+2019-04-23,58.889999,58.980000,58.500000,58.779999,55.972797,17739900
+2019-04-24,58.520000,59.290001,58.139999,58.720001,55.915665,17723700
+2019-04-25,58.299999,58.380001,57.230000,57.610001,54.858681,27949900
+2019-04-26,52.740002,53.090000,51.520000,52.430000,49.926060,72364500
+2019-04-29,52.169998,52.430000,51.000000,51.110001,48.669106,42142300
+2019-04-30,51.000000,51.430000,50.869999,51.040001,48.602440,27130900
+2019-05-01,51.099998,51.599998,50.740002,50.759998,48.335815,20467600
+2019-05-02,50.799999,51.330002,50.119999,50.549999,48.135849,22655400
+2019-05-03,51.080002,51.820000,50.730000,51.750000,49.278542,25656600
+2019-05-06,50.250000,51.279999,50.189999,51.220001,49.072556,26245200
+2019-05-07,50.599998,50.880001,49.930000,50.480000,48.363579,29713400
+2019-05-08,50.200001,50.790001,49.070000,49.240002,47.175571,36812400
+2019-05-09,47.900002,48.290001,46.049999,46.619999,44.665409,59642200
+2019-05-10,46.439999,46.799999,45.099998,46.200001,44.263016,42522800
+2019-05-13,45.330002,45.639999,44.700001,44.759998,42.883389,39091900
+2019-05-14,45.180000,45.490002,44.869999,45.169998,43.276203,24706500
+2019-05-15,44.919998,45.750000,44.759998,45.619999,43.707333,23407900
+2019-05-16,45.470001,45.950001,45.419998,45.529999,43.621113,19954700
+2019-05-17,45.180000,45.730000,44.759998,44.889999,43.007938,22500400
+2019-05-20,44.000000,44.520000,43.450001,43.560001,41.733700,28675000
+2019-05-21,44.340000,44.779999,44.180000,44.459999,42.595970,25543400
+2019-05-22,44.150002,44.459999,43.849998,44.000000,42.155258,16932500
+2019-05-23,43.369999,44.740002,42.860001,44.529999,42.663033,35783900
+2019-05-24,44.590000,45.049999,44.490002,44.570000,42.701359,27168100
+2019-05-28,44.660000,44.689999,43.299999,43.570000,41.743282,34779900
+2019-05-29,43.349998,44.529999,43.330002,44.230000,42.375614,28450300
+2019-05-30,44.299999,45.029999,44.230000,44.730000,42.854652,21618900
+2019-05-31,44.180000,44.970001,43.930000,44.040001,42.193581,25532500
+2019-06-03,44.250000,44.590000,43.200001,43.459999,41.637897,31155700
+2019-06-04,44.160000,44.860001,43.770000,44.790001,42.912132,28094900
+2019-06-05,45.110001,45.180000,44.189999,44.549999,42.682198,20802000
+2019-06-06,44.750000,45.169998,44.509998,45.099998,43.209133,19076200
+2019-06-07,45.250000,46.119999,45.099998,46.029999,44.100143,24370300
+2019-06-10,46.230000,47.189999,46.200001,46.799999,44.837864,20806100
+2019-06-11,47.259998,47.320000,46.520000,46.849998,44.885765,18415500
+2019-06-12,46.669998,46.669998,46.250000,46.320000,44.377987,15900600
+2019-06-13,46.599998,46.959999,46.529999,46.700001,44.742054,12267600
+2019-06-14,45.830002,46.419998,45.549999,46.189999,44.253433,15381100
+2019-06-17,46.139999,46.529999,45.799999,46.130001,44.195957,12643300
+2019-06-18,46.750000,48.000000,46.599998,47.369999,45.383965,25732300
+2019-06-19,47.480000,47.580002,47.000000,47.070000,45.096542,17436400
+2019-06-20,47.869999,48.049999,46.869999,47.189999,45.211517,20126800
+2019-06-21,46.950001,47.730000,46.799999,47.459999,45.470192,31096300
+2019-06-24,47.400002,47.849998,47.169998,47.630001,45.633060,14479900
+2019-06-25,47.560001,47.680000,46.799999,46.849998,44.885765,16665600
+2019-06-26,47.650002,48.480000,47.560001,48.189999,46.169586,21886300
+2019-06-27,48.150002,48.419998,47.240002,47.459999,45.470192,23062900
+2019-06-28,47.770000,48.200001,47.680000,47.869999,45.862999,26646200
+2019-07-01,49.290001,49.450001,47.750000,48.049999,46.035458,27423300
+2019-07-02,47.910000,48.220001,47.689999,48.119999,46.102516,15381600
+2019-07-03,48.180000,48.560001,48.000000,48.520000,46.485756,10739100
+2019-07-05,48.029999,48.180000,47.439999,48.080002,46.064201,14339200
+2019-07-08,47.619999,47.950001,47.070000,47.820000,45.815098,16564300
+2019-07-09,47.360001,47.799999,47.130001,47.750000,45.748028,17853200
+2019-07-10,47.919998,48.610001,47.900002,48.209999,46.188747,16032300
+2019-07-11,48.560001,48.779999,48.310001,48.599998,46.562393,16615100
+2019-07-12,49.000000,49.930000,48.810001,49.919998,47.827053,20148700
+2019-07-15,50.000000,50.250000,49.770000,50.119999,48.018673,14345100
+2019-07-16,49.910000,50.000000,48.959999,49.169998,47.108494,17131400
+2019-07-17,49.500000,49.700001,49.240002,49.389999,47.319275,11928600
+2019-07-18,49.279999,49.990002,48.889999,49.939999,47.846218,15671600
+2019-07-19,49.959999,50.660000,49.910000,50.270000,48.162376,29141100
+2019-07-22,50.009998,51.520000,49.889999,51.349998,49.197098,21688000
+2019-07-23,52.000000,52.000000,51.299999,51.750000,49.580330,18413500
+2019-07-24,51.980000,52.970001,51.799999,52.919998,50.701275,20896400
+2019-07-25,52.509998,52.599998,51.880001,52.160000,49.973137,27765400
+2019-07-26,52.689999,53.500000,51.529999,51.590000,49.427032,36401500
+2019-07-29,51.529999,52.560001,50.779999,52.509998,50.308464,21897500
+2019-07-30,51.709999,52.310001,51.560001,51.700001,49.532429,16487700
+2019-07-31,51.509998,51.720001,50.049999,50.549999,48.430641,24169800
+2019-08-01,50.520000,51.889999,49.470001,49.500000,47.424660,34020800
+2019-08-02,49.090000,49.360001,48.500000,48.680000,46.639046,27881600
+2019-08-05,47.759998,47.959999,46.570000,46.970001,45.000740,38936600
+2019-08-06,47.150002,47.560001,46.770000,46.959999,45.294922,26119600
+2019-08-07,46.299999,46.880001,45.970001,46.730000,45.073074,29440400
+2019-08-08,46.160000,47.369999,45.910000,47.169998,45.497471,30643700
+2019-08-09,46.939999,47.000000,45.779999,45.980000,44.349670,24975500
+2019-08-12,45.759998,46.070000,45.439999,45.599998,43.983139,18494300
+2019-08-13,45.490002,47.049999,45.360001,46.840000,45.179176,28959500
+2019-08-14,46.060001,46.630001,45.650002,45.869999,44.243568,25650200
+2019-08-15,46.099998,46.180000,45.439999,45.700001,44.079605,21896000
+2019-08-16,46.340000,46.680000,46.060001,46.500000,44.851234,22701800
+2019-08-19,47.459999,47.599998,47.040001,47.230000,45.555347,21403600
+2019-08-20,47.029999,47.119999,46.459999,46.599998,44.947685,23113300
+2019-08-21,47.110001,47.290001,46.889999,47.150002,45.478188,15915000
+2019-08-22,47.279999,47.430000,46.689999,46.779999,45.121300,19783000
+2019-08-23,46.349998,46.630001,44.799999,44.959999,43.365837,32814000
+2019-08-26,45.820000,45.820000,45.250000,45.560001,43.944561,22080500
+2019-08-27,45.869999,46.119999,45.500000,45.790001,44.166405,16925500
+2019-08-28,45.700001,45.910000,45.369999,45.790001,44.166405,14888800
+2019-08-29,46.459999,47.220001,46.400002,46.869999,45.208115,17803800
+2019-08-30,47.240002,47.790001,47.160000,47.410000,45.728966,16922600
+2019-09-03,47.119999,47.220001,46.500000,46.980000,45.314213,15003800
+2019-09-04,47.560001,48.950001,47.540001,48.919998,47.185425,23450700
+2019-09-05,49.930000,51.169998,49.869999,50.099998,48.323586,30014200
+2019-09-06,50.250000,50.990002,50.070000,50.919998,49.114510,17067900
+2019-09-09,51.060001,52.029999,51.020000,51.590000,49.760754,20749700
+2019-09-10,51.330002,51.840000,50.830002,51.820000,49.982597,18532000
+2019-09-11,51.599998,52.790001,51.380001,52.790001,50.918209,18968900
+2019-09-12,53.000000,53.330002,52.070000,53.009998,51.130402,23308700
+2019-09-13,52.759998,53.000000,52.230000,52.540001,50.677071,18010800
+2019-09-16,51.900002,52.290001,51.700001,52.200001,50.349129,13354600
+2019-09-17,52.049999,52.139999,51.349998,51.950001,50.107990,19641100
+2019-09-18,52.130001,52.130001,51.160000,51.740002,49.905434,14906800
+2019-09-19,51.700001,51.990002,51.500000,51.570000,49.741463,11428400
+2019-09-20,51.599998,51.880001,50.560001,50.720001,48.921600,37067900
+2019-09-23,50.830002,51.230000,50.389999,50.900002,49.095219,18916600
+2019-09-24,51.099998,51.180000,49.639999,49.820000,48.053509,28197400
+2019-09-25,49.750000,51.209999,49.419998,51.020000,49.210960,19486700
+2019-09-26,50.980000,51.150002,50.340000,50.919998,49.114510,11351800
+2019-09-27,50.630001,51.220001,50.340000,50.779999,48.979469,14845700
+2019-09-30,51.189999,51.599998,50.939999,51.529999,49.702877,13652100
+2019-10-01,51.970001,52.240002,50.430000,50.759998,48.960182,18413100
+2019-10-02,50.310001,50.369999,48.980000,49.389999,47.638760,20078700
+2019-10-03,49.500000,50.070000,48.529999,50.029999,48.256065,16320100
+2019-10-04,50.349998,50.970001,50.029999,50.919998,49.114510,12644900
+2019-10-07,50.700001,51.230000,50.560001,50.619999,48.825150,12081400
+2019-10-08,50.160000,50.480000,49.610001,49.730000,47.966702,17409100
+2019-10-09,50.470001,50.790001,50.150002,50.480000,48.690113,11834900
+2019-10-10,50.410000,51.779999,50.400002,51.110001,49.297775,13907900
+2019-10-11,52.000000,52.790001,51.820000,52.090000,50.243023,24072500
+2019-10-14,51.900002,51.950001,51.439999,51.639999,49.808983,15016800
+2019-10-15,51.930000,53.070000,51.830002,52.650002,50.783173,18878100
+2019-10-16,52.349998,52.560001,52.119999,52.450001,50.590260,14769300
+2019-10-17,52.639999,52.840000,51.380001,51.860001,50.021183,16533900
+2019-10-18,51.750000,51.820000,51.029999,51.360001,49.538910,16974100
+2019-10-21,51.520000,52.169998,51.340000,52.130001,50.281605,12189000
+2019-10-22,51.900002,52.320000,51.889999,52.009998,50.165859,13114300
+2019-10-23,51.369999,51.959999,51.200001,51.720001,49.886143,15887500
+2019-10-24,52.090000,52.430000,51.430000,52.230000,50.378063,23413000
+2019-10-25,54.189999,56.610001,53.919998,56.459999,54.458076,59767700
+2019-10-28,56.380001,56.810001,56.060001,56.759998,54.747437,32307500
+2019-10-29,56.369999,57.240002,56.240002,56.340000,54.342331,18155800
+2019-10-30,56.320000,56.630001,55.619999,56.599998,54.593109,15248000
+2019-10-31,56.330002,56.599998,55.619999,56.529999,54.525593,19249700
+2019-11-01,55.939999,56.650002,55.619999,56.509998,54.506298,17953500
+2019-11-04,56.930000,57.799999,56.849998,57.610001,55.567303,19068000
+2019-11-05,57.470001,58.349998,57.209999,57.549999,55.509426,20865400
+2019-11-06,57.490002,57.709999,56.980000,57.599998,55.863419,17721000
+2019-11-07,58.000000,58.549999,57.860001,58.049999,56.299854,16962800
+2019-11-08,57.849998,58.299999,57.310001,58.270000,56.513226,11888900
+2019-11-11,57.970001,58.500000,57.900002,58.349998,56.590805,11228900
+2019-11-12,58.400002,58.799999,58.029999,58.200001,56.445335,11952500
+2019-11-13,57.869999,57.970001,57.349998,57.889999,56.144680,15332700
+2019-11-14,57.610001,58.040001,57.570000,57.810001,56.067093,12119000
+2019-11-15,58.169998,58.700001,57.619999,57.959999,56.212570,16112100
+2019-11-18,57.700001,58.480000,57.570000,58.250000,56.493828,16097500
+2019-11-19,58.480000,58.650002,57.750000,58.349998,56.590805,17061900
+2019-11-20,58.259998,58.360001,57.369999,57.900002,56.154377,18542300
+2019-11-21,57.490002,58.299999,57.410000,58.220001,56.464733,16139000
+2019-11-22,58.340000,58.650002,57.490002,57.610001,55.873123,15690200
+2019-11-25,58.000000,58.840000,58.000000,58.810001,57.036945,15011700
+2019-11-26,58.950001,59.130001,58.450001,58.900002,57.124233,22338700
+2019-11-27,58.529999,58.590000,57.910000,58.509998,56.745983,18184200
+2019-11-29,58.150002,58.299999,57.790001,58.049999,56.299854,9481100
+2019-12-02,58.549999,58.689999,57.470001,57.660000,55.921612,19154500
+2019-12-03,56.860001,56.860001,55.750000,56.070000,54.379551,25737400
+2019-12-04,56.660000,56.660000,55.860001,56.020000,54.331062,18881400
+2019-12-05,56.410000,56.410000,55.759998,56.080002,54.389252,17673700
+2019-12-06,56.660000,56.990002,56.419998,56.810001,55.097244,16476800
+2019-12-09,56.540001,56.959999,56.500000,56.529999,54.825684,14298600
+2019-12-10,56.709999,56.830002,56.439999,56.590000,54.883873,16157900
+2019-12-11,56.910000,57.169998,56.580002,57.070000,55.349403,20051100
+2019-12-12,56.750000,58.049999,56.610001,57.549999,55.814930,27883300
+2019-12-13,57.549999,58.340000,57.380001,57.790001,56.047695,22795200
+2019-12-16,58.209999,58.570000,57.650002,57.700001,55.960411,19131200
+2019-12-17,58.000000,58.099998,57.130001,57.299999,55.572468,21653100
+2019-12-18,57.389999,57.459999,56.939999,57.169998,55.446384,28261000
+2019-12-19,57.169998,57.990002,56.970001,57.959999,56.212570,18865100
+2019-12-20,58.320000,59.049999,57.889999,58.950001,57.172718,49953000
+2019-12-23,59.060001,59.779999,59.040001,59.230000,57.444279,23593000
+2019-12-24,59.250000,59.480000,59.160000,59.410000,57.618855,6313200
+2019-12-26,59.410000,59.849998,59.349998,59.820000,58.016495,11480300
+2019-12-27,59.910000,60.480000,59.900002,60.080002,58.268654,14085800
+2019-12-30,59.990002,60.049999,59.380001,59.619999,57.822521,12750500
+2019-12-31,59.619999,59.930000,59.360001,59.849998,58.045586,14432900
+2020-01-02,60.240002,60.970001,60.220001,60.840000,59.005745,18056000
+2020-01-03,59.810001,60.700001,59.810001,60.099998,58.288052,15293900
+2020-01-06,59.590000,60.200001,59.330002,59.930000,58.123173,17755200
+2020-01-07,59.779999,59.799999,58.889999,58.930000,57.153324,21876100
+2020-01-08,58.889999,59.320000,58.520000,58.970001,57.192123,23133500
+2020-01-09,59.049999,59.509998,58.830002,59.299999,57.512169,18813300
+2020-01-10,59.570000,60.080002,58.869999,58.939999,57.163025,15200600
+2020-01-13,59.169998,59.779999,59.080002,59.590000,57.793427,16453300
+2020-01-14,59.490002,59.740002,59.189999,59.430000,57.638252,17051200
+2020-01-15,59.299999,59.650002,58.750000,58.939999,57.163025,18498800
+2020-01-16,59.259998,59.840000,59.070000,59.660000,57.861317,21365500
+2020-01-17,59.980000,60.000000,59.240002,59.599998,57.803123,21803400
+2020-01-21,59.810001,61.250000,59.790001,60.549999,58.724487,28358500
+2020-01-22,61.040001,62.849998,60.970001,62.730000,60.838760,29475100
+2020-01-23,62.860001,63.709999,62.810001,63.320000,61.410973,42778700
+2020-01-24,66.570000,69.290001,66.459999,68.470001,66.405708,84711000
+2020-01-27,66.720001,67.419998,65.599998,65.690002,63.709522,30764000
+2020-01-28,66.500000,67.580002,65.940002,67.309998,65.280678,30915400
+2020-01-29,67.629997,68.059998,66.169998,66.330002,64.330231,18055800
+2020-01-30,65.639999,66.500000,64.930000,66.470001,64.466003,18522400
+2020-01-31,65.800003,65.980003,63.669998,63.930000,62.002583,25268400
+2020-02-03,64.459999,65.040001,64.300003,64.419998,62.477802,16654600
+2020-02-04,65.769997,66.059998,64.919998,65.459999,63.486450,20970800
+2020-02-05,66.690002,67.599998,66.129997,67.339996,65.309769,23401400
+2020-02-06,67.300003,67.400002,66.769997,67.089996,65.387741,17408000
+2020-02-07,66.860001,67.300003,66.010002,66.019997,64.344894,18134600
+2020-02-10,65.559998,66.400002,65.440002,66.389999,64.705505,22299300
+2020-02-11,66.830002,67.709999,66.570000,67.410004,65.699631,17975600
+2020-02-12,67.599998,68.089996,67.309998,67.459999,65.748352,15586600
+2020-02-13,66.989998,67.650002,66.739998,67.440002,65.728867,11602700
+2020-02-14,67.519997,67.860001,66.820000,67.269997,65.563171,13405500
+2020-02-18,66.660004,66.690002,65.879997,66.139999,64.461853,12758400
+2020-02-19,66.389999,67.199997,66.180000,67.110001,65.407234,13551200
+2020-02-20,67.040001,67.290001,64.559998,65.449997,63.789352,26452600
+2020-02-21,65.180000,65.250000,64.040001,64.339996,62.707512,20775900
+2020-02-24,61.610001,62.770000,61.320000,61.759998,60.192978,26903100
+2020-02-25,61.990002,62.279999,59.459999,59.730000,58.214489,34495700
+2020-02-26,60.110001,60.820000,59.270000,59.650002,58.136517,26190100
+2020-02-27,57.930000,58.509998,55.799999,55.830002,54.413441,42226900
+2020-02-28,54.299999,56.380001,53.599998,55.520000,54.111309,60728000
+2020-03-02,55.790001,58.220001,54.520000,58.180000,56.703815,43140300
+2020-03-03,58.029999,59.020000,55.400002,55.970001,54.549889,49740300
+2020-03-04,57.009998,58.709999,56.160000,58.680000,57.191128,29223100
+2020-03-05,57.060001,58.660000,56.610001,56.959999,55.514767,29099200
+2020-03-06,55.180000,56.009998,54.540001,55.770000,54.354961,36259200
+2020-03-09,51.919998,52.709999,50.000000,50.849998,49.559795,56197000
+2020-03-10,52.759998,54.000000,50.430000,53.980000,52.610378,36569000
+2020-03-11,52.389999,53.540001,51.009998,51.660000,50.349247,38563500
+2020-03-12,47.990002,50.090000,45.369999,45.540001,44.384529,50661700
+2020-03-13,48.259998,55.000000,47.740002,54.430000,53.048958,48805100
+2020-03-16,47.509998,52.250000,43.630001,44.610001,43.478127,53878900
+2020-03-17,45.759998,51.630001,45.200001,50.080002,48.809338,52085200
+2020-03-18,46.709999,50.049999,45.200001,47.610001,46.402004,49309900
+2020-03-19,47.840000,49.230000,45.160000,45.939999,44.774372,44538000
+2020-03-20,46.509998,49.419998,45.470001,45.830002,44.667171,52344000
+2020-03-23,46.020000,50.490002,45.910000,49.580002,48.322021,46698500
+2020-03-24,53.139999,54.639999,51.349998,52.400002,51.070473,50019800
+2020-03-25,52.480000,53.790001,49.910000,51.259998,49.959393,41106100
+2020-03-26,51.740002,55.950001,51.660000,55.540001,54.130798,41459800
+2020-03-27,53.419998,54.639999,52.070000,52.369999,51.041233,31633500
+2020-03-30,52.990002,56.099998,52.830002,55.490002,54.082069,31628600
+2020-03-31,55.060001,55.799999,53.220001,54.119999,52.746826,48074700
+2020-04-01,52.500000,54.689999,51.430000,51.880001,50.563663,29586600
+2020-04-02,51.290001,54.560001,51.220001,54.349998,52.970993,27810000
+2020-04-03,53.849998,55.130001,52.730000,54.130001,52.756577,23906100
+2020-04-06,56.630001,58.770000,56.119999,58.430000,56.947472,32323400
+2020-04-07,59.939999,61.490002,58.209999,58.400002,56.918232,41410000
+2020-04-08,58.990002,59.509998,57.910000,58.980000,57.483517,26719500
+2020-04-09,59.360001,59.720001,56.060001,57.139999,55.690205,40515400
+2020-04-13,56.570000,58.770000,56.570000,58.700001,57.210625,23251900
+2020-04-14,60.040001,60.900002,59.509998,60.660000,59.120888,25674000
+2020-04-15,59.740002,59.830002,58.389999,58.869999,57.376308,22841600
+2020-04-16,59.610001,60.959999,58.810001,60.790001,59.247589,24433500
+2020-04-17,62.020000,62.130001,59.830002,60.360001,58.828499,27385600
+2020-04-20,59.279999,60.040001,58.889999,59.180000,57.678440,26420300
+2020-04-21,58.110001,58.599998,55.930000,56.360001,54.929993,25248000
+2020-04-22,58.270000,60.500000,57.810001,60.099998,58.575100,23443700
+2020-04-23,59.669998,60.099998,58.810001,59.040001,57.541996,35092000
+2020-04-24,56.200001,59.400002,56.099998,59.259998,57.756413,50220500
+2020-04-27,59.720001,59.830002,58.389999,59.470001,57.961086,25902200
+2020-04-28,59.990002,60.220001,58.259998,58.750000,57.259350,28784700
+2020-04-29,59.439999,62.029999,59.320000,61.799999,60.231964,30451500
+2020-04-30,61.369999,61.540001,59.750000,59.980000,58.458145,26279900
+2020-05-01,58.830002,59.320000,57.310001,57.470001,56.011829,21194800
+2020-05-04,57.119999,58.070000,56.310001,57.990002,56.518642,18957200
+2020-05-05,58.790001,59.299999,58.349998,58.750000,57.259350,17252100
+2020-05-06,59.040001,59.950001,58.939999,59.180000,58.004253,17848700
+2020-05-07,59.930000,60.099998,58.919998,59.169998,57.994450,14733500
+2020-05-08,59.669998,59.779999,59.049999,59.669998,58.484516,20391100
+2020-05-11,59.740002,60.840000,59.709999,60.130001,58.935379,18684400
+2020-05-12,60.220001,60.639999,58.259998,58.389999,57.229946,16754900
+2020-05-13,58.450001,59.230000,56.900002,57.740002,56.592865,21065000
+2020-05-14,57.320000,59.150002,56.099998,59.080002,57.906239,21569400
+2020-05-15,57.400002,58.369999,56.959999,58.279999,57.122131,21373300
+2020-05-18,59.740002,60.279999,59.360001,59.919998,58.729549,20443700
+2020-05-19,60.130001,61.770000,59.849998,60.290001,59.092201,21865000
+2020-05-20,61.160000,63.490002,61.020000,63.099998,61.846375,30584000
+2020-05-21,63.099998,63.799999,61.820000,61.980000,60.748627,20987700
+2020-05-22,61.980000,62.320000,61.419998,62.259998,61.023060,14103000
+2020-05-26,63.680000,64.139999,62.119999,62.340000,61.101471,20933600
+2020-05-27,62.320000,63.590000,61.070000,63.560001,62.297237,19886300
+2020-05-28,63.000000,63.450001,61.490002,61.700001,60.474190,17253500
+2020-05-29,61.900002,63.660000,61.619999,62.930000,61.679749,33395700
+2020-06-01,62.490002,62.660000,61.660000,61.860001,60.631008,14317700
+2020-06-02,61.700001,62.169998,60.830002,62.119999,60.885845,20702400
+2020-06-03,62.450001,62.540001,61.529999,61.930000,60.699615,16737300
+2020-06-04,61.740002,63.470001,61.340000,62.970001,61.718956,22010100
+2020-06-05,63.360001,65.110001,63.160000,64.339996,63.061733,26813100
+2020-06-08,63.970001,64.150002,62.939999,63.669998,62.405048,21546200
+2020-06-09,62.990002,63.709999,62.900002,63.040001,61.787563,23594100
+2020-06-10,62.790001,64.290001,62.750000,63.869999,62.601074,21367800
+2020-06-11,63.070000,63.299999,59.520000,59.700001,58.513927,26998200
+2020-06-12,60.110001,60.959999,58.119999,59.330002,58.151276,30419800
+2020-06-15,59.330002,60.360001,58.580002,60.099998,58.905975,29651700
+2020-06-16,61.490002,61.650002,59.490002,60.400002,59.200020,23226600
+2020-06-17,60.740002,61.279999,60.060001,60.490002,59.288227,20454800
+2020-06-18,60.349998,60.509998,59.320000,60.080002,58.886372,24899700
+2020-06-19,60.650002,60.889999,59.099998,59.619999,58.435509,60336100
+2020-06-22,59.730000,60.549999,58.830002,60.090000,58.896172,22846000
+2020-06-23,60.189999,60.470001,59.860001,59.919998,58.729549,22809600
+2020-06-24,59.639999,59.810001,58.669998,59.090000,57.916039,27764500
+2020-06-25,58.980000,59.090000,57.480000,58.509998,57.347561,21906900
+2020-06-26,58.490002,58.730000,57.070000,57.500000,56.357628,38477500
+2020-06-29,57.470001,58.349998,56.759998,58.270000,57.112335,22150300
+2020-06-30,58.709999,59.980000,58.540001,59.830002,58.641346,31542100
+2020-07-01,59.910000,60.029999,58.759998,58.810001,57.641605,14748100
+2020-07-02,59.189999,59.810001,58.970001,59.130001,57.955250,15578600
+2020-07-06,58.720001,59.619999,58.599998,59.540001,58.357101,20536700
+2020-07-07,59.070000,59.570000,58.139999,58.310001,57.151539,15996500
+2020-07-08,58.450001,58.700001,57.930000,58.610001,57.445580,13277900
+2020-07-09,58.200001,58.750000,57.700001,58.419998,57.259350,20683700
+2020-07-10,57.950001,59.689999,57.830002,59.529999,58.347298,17742300
+2020-07-13,59.840000,60.619999,58.389999,58.580002,57.416176,19082900
+2020-07-14,57.869999,59.250000,57.349998,58.980000,57.808228,24190900
+2020-07-15,59.029999,59.340000,58.419998,59.029999,57.857235,19986300
+2020-07-16,58.540001,59.360001,58.400002,59.139999,57.965050,12425900
+2020-07-17,59.419998,60.459999,59.279999,60.000000,58.807964,16322800
+2020-07-20,60.080002,61.380001,59.340000,61.150002,59.935116,16868700
+2020-07-21,61.520000,61.930000,60.439999,60.700001,59.494057,19830300
+2020-07-22,61.310001,61.770000,60.619999,61.049999,59.837101,18959900
+2020-07-23,61.259998,61.740002,59.980000,60.400002,59.200020,43518600
+2020-07-24,52.150002,52.180000,49.500000,50.590000,49.584911,182269900
+2020-07-27,51.029999,51.139999,49.470001,49.570000,48.585178,107526500
+2020-07-28,49.480000,50.230000,49.139999,49.240002,48.261738,62362600
+2020-07-29,49.490002,49.500000,47.900002,48.070000,47.114979,60500800
+2020-07-30,47.830002,48.500000,47.590000,47.990002,47.036568,39735200
+2020-07-31,48.130001,48.320000,46.970001,47.730000,46.781734,46569900
+2020-08-03,48.270000,48.630001,47.740002,48.299999,47.340408,31767100
+2020-08-04,48.599998,49.139999,48.500000,49.130001,48.153919,29045800
+2020-08-05,49.720001,49.720001,48.660000,48.919998,47.948090,29471100
+2020-08-06,48.790001,48.820000,48.099998,48.570000,47.928356,23795500
+2020-08-07,48.529999,48.650002,47.700001,48.029999,47.395489,36765200
+2020-08-10,48.200001,49.389999,48.060001,49.220001,48.569771,37442600
+2020-08-11,49.630001,49.730000,48.060001,48.189999,47.553371,35348100
+2020-08-12,48.669998,49.259998,48.240002,49.189999,48.540161,30687200
+2020-08-13,49.259998,49.330002,48.389999,48.560001,47.918488,24774500
+2020-08-14,48.730000,49.209999,48.650002,48.889999,48.244125,22321200
+2020-08-17,49.110001,49.310001,48.730000,48.930000,48.283600,20018300
+2020-08-18,49.259998,49.570000,48.619999,48.650002,48.007301,19251400
+2020-08-19,48.790001,48.980000,48.250000,48.330002,47.691528,27775000
+2020-08-20,49.810001,50.200001,49.000000,49.169998,48.520428,55081300
+2020-08-21,49.020000,49.310001,48.650002,49.279999,48.628975,34621500
+2020-08-24,49.259998,49.400002,48.820000,49.139999,48.490826,36295300
+2020-08-25,49.349998,49.880001,49.209999,49.430000,48.776993,38384300
+2020-08-26,49.389999,49.669998,49.230000,49.549999,48.895409,28616600
+2020-08-27,49.790001,49.930000,49.169998,49.400002,48.747391,24420600
+2020-08-28,49.570000,50.799999,49.459999,50.430000,49.763783,35384700
+2020-08-31,51.000000,51.500000,50.320000,50.950001,50.276917,46114100
+2020-09-01,50.910000,51.000000,50.220001,50.790001,50.119030,30522700
+2020-09-02,51.209999,52.680000,51.090000,52.250000,51.559738,53000700
+2020-09-03,52.500000,52.619999,50.139999,50.389999,49.724312,47394300
+2020-09-04,50.529999,51.230000,49.490002,50.080002,49.418411,43318400
+2020-09-08,49.259998,49.900002,48.849998,48.910000,48.263863,39752700
+2020-09-09,49.529999,49.970001,49.040001,49.619999,48.964481,33437300
+2020-09-10,50.000000,50.090000,48.709999,48.959999,48.313202,32649100
+2020-09-11,49.259998,50.049999,48.950001,49.279999,48.628975,29333600
+2020-09-14,48.849998,49.720001,48.849998,49.410000,48.757259,27212500
+2020-09-15,49.790001,50.599998,49.730000,50.000000,49.339462,27598300
+2020-09-16,50.509998,51.029999,50.169998,50.369999,49.704575,26531400
+2020-09-17,49.369999,50.490002,49.299999,50.320000,49.655235,26959900
+2020-09-18,50.330002,50.500000,49.040001,49.889999,49.230915,50123500
+2020-09-21,49.389999,49.750000,48.830002,49.720001,49.063164,27377100
+2020-09-22,49.889999,50.209999,49.470001,49.950001,49.290127,22290900
+2020-09-23,49.830002,50.150002,48.660000,48.820000,48.175053,30078800
+2020-09-24,48.529999,49.639999,48.419998,49.160000,48.510559,29343400
+2020-09-25,48.959999,50.279999,48.750000,49.939999,49.280258,26633400
+2020-09-28,50.509998,51.459999,50.160000,51.430000,50.750572,29652200
+2020-09-29,51.310001,51.740002,50.950001,51.189999,50.513744,19558200
+2020-09-30,51.240002,52.380001,51.150002,51.779999,51.095947,27711300
+2020-10-01,52.400002,52.720001,51.990002,52.240002,51.549873,22127600
+2020-10-02,51.500000,51.980000,50.990002,51.009998,50.336117,25811800
+2020-10-05,51.299999,51.810001,51.270000,51.689999,51.007137,20883200
+2020-10-06,51.709999,52.700001,51.230000,51.369999,50.691364,25642800
+2020-10-07,51.849998,52.900002,51.790001,52.669998,51.974190,21978700
+2020-10-08,52.910000,53.580002,52.669998,53.369999,52.664944,22369500
+2020-10-09,53.549999,53.849998,52.669998,52.820000,52.122208,24343900
+2020-10-12,53.549999,54.200001,53.209999,53.880001,53.168209,27303500
+2020-10-13,54.270000,54.290001,53.619999,53.830002,53.118870,20005800
+2020-10-14,54.009998,54.400002,53.509998,53.549999,52.842564,21885100
+2020-10-15,52.750000,53.980000,52.619999,53.849998,53.138599,18272900
+2020-10-16,53.900002,54.700001,53.900002,54.160000,53.444508,23414400
+2020-10-19,54.470001,56.230000,53.840000,54.580002,53.858959,43537200
+2020-10-20,54.599998,54.700001,53.270000,53.430000,52.724152,27224900
+2020-10-21,53.139999,54.070000,52.820000,53.500000,52.793228,21866000
+2020-10-22,53.119999,54.220001,53.070000,53.900002,53.187946,41522700
+2020-10-23,48.349998,48.669998,47.660000,48.200001,47.563244,97322500
+2020-10-26,47.849998,47.860001,46.250000,46.720001,46.102798,54161300
+2020-10-27,45.980000,46.410000,45.360001,45.639999,45.037060,50130500
+2020-10-28,44.889999,45.290001,44.200001,44.250000,43.665428,45066000
+2020-10-29,44.240002,44.470001,43.919998,44.110001,43.527279,36796800
+2020-10-30,44.099998,44.799999,43.610001,44.279999,43.695030,46781300
+2020-11-02,44.959999,45.060001,44.240002,44.459999,43.872650,33856700
+2020-11-03,44.730000,45.459999,44.700001,44.849998,44.257500,34349500
+2020-11-04,45.110001,46.150002,44.779999,45.700001,45.096272,34748200
+2020-11-05,46.150002,46.380001,45.529999,45.680000,45.404400,31103200
+2020-11-06,45.540001,45.799999,44.900002,45.389999,45.116146,36233700
+2020-11-09,46.639999,47.349998,45.540001,45.599998,45.324879,48481700
+2020-11-10,45.400002,46.480000,45.250000,45.439999,45.165844,39224500
+2020-11-11,45.900002,46.459999,45.860001,46.349998,46.070354,31496900
+2020-11-12,46.130001,46.189999,44.549999,44.950001,44.678802,42881300
+2020-11-13,44.990002,45.580002,44.970001,45.459999,45.185726,30884700
+2020-11-16,46.040001,46.750000,45.790001,46.189999,45.911320,36306300
+2020-11-17,45.750000,46.119999,45.410000,45.529999,45.255302,31118000
+2020-11-18,45.549999,45.689999,45.040001,45.060001,44.788139,32817900
+2020-11-19,44.919998,45.669998,44.700001,45.619999,45.344761,29469100
+2020-11-20,45.660000,45.880001,45.330002,45.389999,45.116146,24199300
+2020-11-23,45.480000,46.209999,45.450001,46.060001,45.782108,35489600
+2020-11-24,46.290001,47.299999,46.009998,47.009998,46.726372,33901200
+2020-11-25,47.029999,47.180000,46.570000,47.049999,46.766132,28126900
+2020-11-27,47.360001,48.099998,47.360001,47.450001,47.163719,15921400
+2020-11-30,47.419998,48.500000,47.270000,48.349998,48.058289,46332700
+2020-12-01,48.750000,50.230000,48.709999,49.560001,49.260990,57778200
+2020-12-02,49.220001,50.060001,49.180000,49.900002,49.598938,33753500
+2020-12-03,49.919998,51.110001,49.779999,50.990002,50.682365,50261200
+2020-12-04,51.060001,52.650002,51.000000,51.990002,51.676331,39767700
+2020-12-07,51.000000,51.290001,49.560001,50.200001,49.897129,51040300
+2020-12-08,49.830002,50.720001,49.810001,50.689999,50.384171,28956500
+2020-12-09,50.279999,50.840000,49.730000,50.070000,49.767914,34068400
+2020-12-10,49.660000,50.720001,49.590000,50.259998,49.956764,33706000
+2020-12-11,50.139999,50.139999,49.119999,49.730000,49.429962,29398800
+2020-12-14,49.820000,51.340000,49.740002,50.470001,50.165501,33436400
+2020-12-15,50.980000,51.009998,50.209999,50.669998,50.364292,25473000
+2020-12-16,50.709999,51.459999,50.680000,51.119999,50.811577,28351000
+2020-12-17,51.150002,51.320000,50.220001,50.650002,50.344414,26399000
+2020-12-18,50.570000,50.680000,47.110001,47.459999,47.173660,119298400
+2020-12-21,46.320000,46.450001,45.240002,46.360001,46.080296,53775700
+2020-12-22,46.250000,46.340000,45.770000,46.169998,45.891441,32171200
+2020-12-23,46.169998,47.029999,46.070000,46.570000,46.289028,22564200
+2020-12-24,46.599998,47.090000,46.340000,47.070000,46.786011,11865600
+2020-12-28,47.189999,47.639999,46.860001,47.070000,46.786011,21269200
+2020-12-29,47.220001,50.669998,46.490002,49.389999,49.092014,84531400
+2020-12-30,49.110001,49.189999,48.560001,48.750000,48.455875,37385400
+2020-12-31,48.750000,50.189999,48.720001,49.820000,49.519421,28576800
+2021-01-04,49.889999,51.389999,49.400002,49.669998,49.370323,46102500
\ No newline at end of file
diff --git a/LSTM_Model_Stock_Prediction.ipynb b/LSTM_Model_Stock_Prediction.ipynb
new file mode 100644
index 0000000..e95bd1c
--- /dev/null
+++ b/LSTM_Model_Stock_Prediction.ipynb
@@ -0,0 +1,686 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 80,
+ "id": "aboriginal-vitamin",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import modules and packages\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import datetime as dt\n",
+ "from datetime import datetime\n",
+ "\n",
+ "from keras.callbacks import EarlyStopping, ReduceLROnPlateau, ModelCheckpoint, TensorBoard\n",
+ "\n",
+ "%matplotlib inline"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 81,
+ "id": "constant-wallpaper",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Training set shape == (2770, 7)\n",
+ "All timestamps == 2770\n",
+ "Featured selected: ['Open', 'High', 'Low', 'Close', 'Adj Close']\n"
+ ]
+ }
+ ],
+ "source": [
+ "dataset_train = pd.read_csv('INTC_Dataset/INTC2010-2021.csv')\n",
+ "\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "# Select features (columns) to be involved intro training and predictions\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "\n",
+ "# Extract dates (will be used in visualization)\n",
+ "datelist_train = list(dataset_train['Date'])\n",
+ "datelist_train = [dt.datetime.strptime(date, '%Y-%m-%d').date() \n",
+ " for date in datelist_train]\n",
+ "\n",
+ "print('Training set shape == {}'.format(dataset_train.shape))\n",
+ "print('All timestamps == {}'.format(len(datelist_train)))\n",
+ "print('Featured selected: {}'.format(cols))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 82,
+ "id": "nonprofit-japan",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape of training set == (2770, 5).\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "array([[20.790001, 21.030001, 20.73 , 20.879999, 14.86447 ],\n",
+ " [20.940001, 20.99 , 20.6 , 20.870001, 14.857353],\n",
+ " [20.809999, 20.93 , 20.67 , 20.799999, 14.807525],\n",
+ " ...,\n",
+ " [49.110001, 49.189999, 48.560001, 48.75 , 48.455875],\n",
+ " [48.75 , 50.189999, 48.720001, 49.82 , 49.519421],\n",
+ " [49.889999, 51.389999, 49.400002, 49.669998, 49.370323]])"
+ ]
+ },
+ "execution_count": 82,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dataset_train = dataset_train[cols].astype(str)\n",
+ "for i in cols:\n",
+ " for j in range(0, len(dataset_train)):\n",
+ " dataset_train[i][j] = dataset_train[i][j].replace(',', '')\n",
+ "\n",
+ "dataset_train = dataset_train.astype(float)\n",
+ "\n",
+ "# Using multiple features (predictors)\n",
+ "training_set = dataset_train.values\n",
+ "\n",
+ "print('Shape of training set == {}.'.format(training_set.shape))\n",
+ "training_set"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 83,
+ "id": "through-dublin",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([[-1.12359361],\n",
+ " [-1.11131971],\n",
+ " [-1.12195725],\n",
+ " ...,\n",
+ " [ 1.19371713],\n",
+ " [ 1.16425971],\n",
+ " [ 1.2575412 ]])"
+ ]
+ },
+ "execution_count": 83,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "\n",
+ "# Feature Scaling\n",
+ "from sklearn.preprocessing import StandardScaler\n",
+ "\n",
+ "sc = StandardScaler()\n",
+ "training_set_scaled = sc.fit_transform(training_set)\n",
+ "\n",
+ "sc_predict = StandardScaler()\n",
+ "sc_predict.fit_transform(training_set[:, 0:1])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 84,
+ "id": "mexican-reduction",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "X_train shape == (2676, 90, 4).\n",
+ "y_train shape == (2676, 1).\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Creating a data structure with 90 timestamps and 1 output\n",
+ "X_train = []\n",
+ "y_train = []\n",
+ "\n",
+ "n_future = 5 # Number of days we want top predict into the future\n",
+ "n_past = 90 # Number of past days we want to use to predict the future\n",
+ "\n",
+ "for i in range(n_past, len(training_set_scaled) - n_future +1):\n",
+ " X_train.append(training_set_scaled[i - n_past:i, 0:dataset_train.shape[1] - 1])\n",
+ " y_train.append(training_set_scaled[i + n_future - 1:i + n_future, 0])\n",
+ "\n",
+ "X_train, y_train = np.array(X_train), np.array(y_train)\n",
+ "\n",
+ "print('X_train shape == {}.'.format(X_train.shape))\n",
+ "print('y_train shape == {}.'.format(y_train.shape))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 85,
+ "id": "higher-bidder",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import Libraries and packages from Keras\n",
+ "from keras.models import Sequential\n",
+ "from keras.layers import Dense\n",
+ "from keras.layers import LSTM\n",
+ "from keras.layers import Dropout\n",
+ "from keras.optimizers import Adam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 86,
+ "id": "efficient-dimension",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Initializing the Neural Network based on LSTM\n",
+ "model = Sequential()\n",
+ "\n",
+ "# Adding 1st LSTM layer units=64\n",
+ "model.add(LSTM(units=50, return_sequences=True, input_shape=(n_past, dataset_train.shape[1]-1)))\n",
+ "\n",
+ "# Adding 2nd LSTM layer units=10\n",
+ "\n",
+ "model.add(LSTM(units=50, return_sequences=True))\n",
+ "\n",
+ "model.add(LSTM(units=50, return_sequences=True))\n",
+ "\n",
+ "model.add(LSTM(units=50, return_sequences=False))\n",
+ "\n",
+ "\n",
+ "# Adding Dropout\n",
+ "model.add(Dropout(0.25))\n",
+ "\n",
+ "# Output layer\n",
+ "model.add(Dense(units=1, activation='linear'))\n",
+ "\n",
+ "# Compiling the Neural Network\n",
+ "model.compile(optimizer = Adam(learning_rate=0.001), loss='mean_squared_error')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 87,
+ "id": "weird-wales",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Epoch 1/50\n",
+ "2/9 [=====>........................] - ETA: 4s - loss: 0.5637WARNING:tensorflow:Callbacks method `on_train_batch_end` is slow compared to the batch time (batch time: 0.3850s vs `on_train_batch_end` time: 1.0122s). Check your callbacks.\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.2746\n",
+ "Epoch 00001: val_loss improved from inf to 0.41566, saving model to weights.h5\n",
+ "9/9 [==============================] - 5s 567ms/step - loss: 0.2746 - val_loss: 0.4157\n",
+ "Epoch 2/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0596\n",
+ "Epoch 00002: val_loss improved from 0.41566 to 0.16509, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 320ms/step - loss: 0.0596 - val_loss: 0.1651\n",
+ "Epoch 3/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0448\n",
+ "Epoch 00003: val_loss did not improve from 0.16509\n",
+ "9/9 [==============================] - 3s 313ms/step - loss: 0.0448 - val_loss: 0.3789\n",
+ "Epoch 4/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0353\n",
+ "Epoch 00004: val_loss did not improve from 0.16509\n",
+ "9/9 [==============================] - 3s 312ms/step - loss: 0.0353 - val_loss: 0.1812\n",
+ "Epoch 5/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0289\n",
+ "Epoch 00005: val_loss did not improve from 0.16509\n",
+ "9/9 [==============================] - 3s 333ms/step - loss: 0.0289 - val_loss: 0.1730\n",
+ "Epoch 6/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0266\n",
+ "Epoch 00006: val_loss did not improve from 0.16509\n",
+ "9/9 [==============================] - 3s 334ms/step - loss: 0.0266 - val_loss: 0.1798\n",
+ "Epoch 7/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0241\n",
+ "Epoch 00007: val_loss improved from 0.16509 to 0.13326, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 321ms/step - loss: 0.0241 - val_loss: 0.1333\n",
+ "Epoch 8/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0237\n",
+ "Epoch 00008: val_loss did not improve from 0.13326\n",
+ "9/9 [==============================] - 3s 320ms/step - loss: 0.0237 - val_loss: 0.1475\n",
+ "Epoch 9/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0225\n",
+ "Epoch 00009: val_loss improved from 0.13326 to 0.12515, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 316ms/step - loss: 0.0225 - val_loss: 0.1251\n",
+ "Epoch 10/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0222\n",
+ "Epoch 00010: val_loss did not improve from 0.12515\n",
+ "9/9 [==============================] - 3s 314ms/step - loss: 0.0222 - val_loss: 0.1416\n",
+ "Epoch 11/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0212\n",
+ "Epoch 00011: val_loss did not improve from 0.12515\n",
+ "9/9 [==============================] - 3s 322ms/step - loss: 0.0212 - val_loss: 0.1298\n",
+ "Epoch 12/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0210\n",
+ "Epoch 00012: val_loss did not improve from 0.12515\n",
+ "9/9 [==============================] - 3s 317ms/step - loss: 0.0210 - val_loss: 0.1415\n",
+ "Epoch 13/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0222\n",
+ "Epoch 00013: val_loss improved from 0.12515 to 0.12431, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 325ms/step - loss: 0.0222 - val_loss: 0.1243\n",
+ "Epoch 14/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0207\n",
+ "Epoch 00014: val_loss did not improve from 0.12431\n",
+ "9/9 [==============================] - 3s 331ms/step - loss: 0.0207 - val_loss: 0.1292\n",
+ "Epoch 15/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0209\n",
+ "Epoch 00015: val_loss did not improve from 0.12431\n",
+ "9/9 [==============================] - 3s 301ms/step - loss: 0.0209 - val_loss: 0.1311\n",
+ "Epoch 16/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0210\n",
+ "Epoch 00016: val_loss did not improve from 0.12431\n",
+ "9/9 [==============================] - 3s 320ms/step - loss: 0.0210 - val_loss: 0.1628\n",
+ "Epoch 17/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0197\n",
+ "Epoch 00017: val_loss improved from 0.12431 to 0.12280, saving model to weights.h5\n",
+ "9/9 [==============================] - 3s 371ms/step - loss: 0.0197 - val_loss: 0.1228\n",
+ "Epoch 18/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0203\n",
+ "Epoch 00018: val_loss did not improve from 0.12280\n",
+ "9/9 [==============================] - 4s 424ms/step - loss: 0.0203 - val_loss: 0.1353\n",
+ "Epoch 19/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0204\n",
+ "Epoch 00019: val_loss did not improve from 0.12280\n",
+ "9/9 [==============================] - 4s 472ms/step - loss: 0.0204 - val_loss: 0.1258\n",
+ "Epoch 20/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0199\n",
+ "Epoch 00020: val_loss did not improve from 0.12280\n",
+ "9/9 [==============================] - 5s 526ms/step - loss: 0.0199 - val_loss: 0.1269\n",
+ "Epoch 21/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0203\n",
+ "Epoch 00021: val_loss did not improve from 0.12280\n",
+ "9/9 [==============================] - 5s 571ms/step - loss: 0.0203 - val_loss: 0.1297\n",
+ "Epoch 22/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0198\n",
+ "Epoch 00022: val_loss improved from 0.12280 to 0.11567, saving model to weights.h5\n",
+ "9/9 [==============================] - 5s 596ms/step - loss: 0.0198 - val_loss: 0.1157\n",
+ "Epoch 23/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0199\n",
+ "Epoch 00023: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 5s 592ms/step - loss: 0.0199 - val_loss: 0.1375\n",
+ "Epoch 24/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0210\n",
+ "Epoch 00024: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 5s 595ms/step - loss: 0.0210 - val_loss: 0.1675\n",
+ "Epoch 25/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0213\n",
+ "Epoch 00025: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 5s 553ms/step - loss: 0.0213 - val_loss: 0.1310\n",
+ "Epoch 26/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0201\n",
+ "Epoch 00026: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 5s 518ms/step - loss: 0.0201 - val_loss: 0.1317\n",
+ "Epoch 27/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0206\n",
+ "Epoch 00027: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 4s 485ms/step - loss: 0.0206 - val_loss: 0.1607\n",
+ "Epoch 28/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0190\n",
+ "Epoch 00028: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 4s 446ms/step - loss: 0.0190 - val_loss: 0.1174\n",
+ "Epoch 29/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0201\n",
+ "Epoch 00029: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 4s 430ms/step - loss: 0.0201 - val_loss: 0.1213\n",
+ "Epoch 30/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0191\n",
+ "Epoch 00030: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 4s 408ms/step - loss: 0.0191 - val_loss: 0.1248\n",
+ "Epoch 31/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0178\n",
+ "Epoch 00031: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 4s 392ms/step - loss: 0.0178 - val_loss: 0.1259\n",
+ "Epoch 32/50\n",
+ "9/9 [==============================] - ETA: 0s - loss: 0.0192\n",
+ "Epoch 00032: ReduceLROnPlateau reducing learning rate to 0.0005000000237487257.\n",
+ "\n",
+ "Epoch 00032: val_loss did not improve from 0.11567\n",
+ "9/9 [==============================] - 3s 383ms/step - loss: 0.0192 - val_loss: 0.1296\n",
+ "Epoch 00032: early stopping\n",
+ "CPU times: user 4min 50s, sys: 3min 37s, total: 8min 27s\n",
+ "Wall time: 2min 17s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "es = EarlyStopping(monitor='val_loss', min_delta=1e-10, patience=10, verbose=1)\n",
+ "rlr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=10, verbose=1)\n",
+ "mcp = ModelCheckpoint(filepath='weights.h5', monitor='val_loss', verbose=1, save_best_only=True, save_weights_only=True)\n",
+ "\n",
+ "tb = TensorBoard('logs')\n",
+ "\n",
+ "history = model.fit(X_train, y_train, shuffle=True, epochs=50, callbacks=[es, rlr, mcp, tb], validation_split=0.2, verbose=1, batch_size=256)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "following-class",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 89,
+ "id": "continuous-customer",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Generate list of sequence of days for predictions\n",
+ "datelist_future = pd.date_range(datelist_train[-1], periods=n_future, freq='1d').tolist()\n",
+ "\n",
+ "'''\n",
+ "Remeber, we have datelist_train from begining.\n",
+ "'''\n",
+ "\n",
+ "# Convert Pandas Timestamp to Datetime object (for transformation) --> FUTURE\n",
+ "datelist_future_ = []\n",
+ "for this_timestamp in datelist_future:\n",
+ " datelist_future_.append(this_timestamp.date()) \n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 90,
+ "id": "whole-clock",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Perform predictions\n",
+ "predictions_future = model.predict(X_train[-n_future:])\n",
+ "\n",
+ "predictions_train = model.predict(X_train[n_past:])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 91,
+ "id": "employed-martial",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 2010-09-27 | \n",
+ " 18.515675 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-28 | \n",
+ " 18.590658 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-29 | \n",
+ " 18.676258 | \n",
+ "
\n",
+ " \n",
+ " | 2010-09-30 | \n",
+ " 18.767735 | \n",
+ "
\n",
+ " \n",
+ " | 2010-10-01 | \n",
+ " 18.862850 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-28 | \n",
+ " 49.759205 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-29 | \n",
+ " 49.892605 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-30 | \n",
+ " 49.956261 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-31 | \n",
+ " 49.944466 | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-04 | \n",
+ " 49.860123 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
2586 rows × 1 columns
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Set plot size \n",
+ "from pylab import rcParams\n",
+ "rcParams['figure.figsize'] = 14, 5\n",
+ "\n",
+ "# Plot parameters\n",
+ "START_DATE_FOR_PLOTTING = '2010-01-01'\n",
+ "\n",
+ "plt.plot(PREDICTIONS_FUTURE.index, PREDICTIONS_FUTURE['Close'], color='r', label='Predicted Stock Price')\n",
+ "plt.plot(PREDICTION_TRAIN.loc[START_DATE_FOR_PLOTTING:].index, PREDICTION_TRAIN.loc[START_DATE_FOR_PLOTTING:]['Close'], color='orange', label='Training predictions')\n",
+ "plt.plot(dataset_train.loc[START_DATE_FOR_PLOTTING:].index, dataset_train.loc[START_DATE_FOR_PLOTTING:]['Close'], color='b', label='Actual Stock Price')\n",
+ "\n",
+ "plt.axvline(x = min(PREDICTIONS_FUTURE.index), color='green', linewidth=2, linestyle='--')\n",
+ "\n",
+ "plt.grid(which='major', color='#cccccc', alpha=0.5)\n",
+ "\n",
+ "plt.legend(shadow=True)\n",
+ "plt.title('Predcitions and Acutal Stock Prices', family='Arial', fontsize=12)\n",
+ "plt.xlabel('Timeline', family='Arial', fontsize=10)\n",
+ "plt.ylabel('Stock Price Value', family='Arial', fontsize=10)\n",
+ "plt.xticks(rotation=45, fontsize=8)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "impaired-phase",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import csv\n",
+ "\n",
+ "\n",
+ "PREDICTIONS_FUTURE.to_csv('Prediction_LSTM_AMD_5Year.csv',index=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "daily-baltimore",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "described-federal",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "informational-surgery",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cordless-outdoors",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "modified-flight",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "lyric-emergency",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Prediction/AMD_10Year_Compare.ipynb b/Prediction/AMD_10Year_Compare.ipynb
new file mode 100644
index 0000000..76dcb9c
--- /dev/null
+++ b/Prediction/AMD_10Year_Compare.ipynb
@@ -0,0 +1,241 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ " SimpleRNN_predict | \n",
+ " LSTM_predict | \n",
+ " GRU_predict | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 92.300003 | \n",
+ " 35.876780 | \n",
+ " 36.456240 | \n",
+ " 46.681590 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 92.769997 | \n",
+ " 36.866750 | \n",
+ " 36.463413 | \n",
+ " 46.561550 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 90.330002 | \n",
+ " 36.175755 | \n",
+ " 36.469242 | \n",
+ " 46.436607 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 95.160004 | \n",
+ " 36.773987 | \n",
+ " 36.474240 | \n",
+ " 46.338882 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 94.580002 | \n",
+ " 35.944504 | \n",
+ " 36.478870 | \n",
+ " 46.271526 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "plt.figure(figsize=(16,8))\n",
+ "plt.title('Model')\n",
+ "plt.xlabel('Date',fontsize=18)\n",
+ "plt.ylabel('close price in $', fontsize=18)\n",
+ "plt.plot(df[['Close','SimpleRNN_predict','LSTM_predict','GRU_predict']])\n",
+ "plt.legend(['Real_Close','SimpleRNN','LSTM','GRU'],loc='lower right')\n",
+ "plt.show"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Prediction/AMD_5Year_Compare.ipynb b/Prediction/AMD_5Year_Compare.ipynb
new file mode 100644
index 0000000..87432f8
--- /dev/null
+++ b/Prediction/AMD_5Year_Compare.ipynb
@@ -0,0 +1,241 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ " SimpleRNN_predict | \n",
+ " LSTM_predict | \n",
+ " GRU_predict | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 92.300003 | \n",
+ " 48.997963 | \n",
+ " 69.10488 | \n",
+ " 71.24712 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 92.769997 | \n",
+ " 49.536217 | \n",
+ " 69.16199 | \n",
+ " 71.31432 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 90.330002 | \n",
+ " 49.129772 | \n",
+ " 69.21358 | \n",
+ " 71.30320 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 95.160004 | \n",
+ " 49.764810 | \n",
+ " 69.25911 | \n",
+ " 71.22761 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 94.580002 | \n",
+ " 48.113550 | \n",
+ " 69.29818 | \n",
+ " 71.11843 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "plt.figure(figsize=(16,8))\n",
+ "plt.title('Model')\n",
+ "plt.xlabel('Date',fontsize=18)\n",
+ "plt.ylabel('close price in $', fontsize=18)\n",
+ "plt.plot(df[['Close','SimpleRNN_predict','LSTM_predict','GRU_predict']])\n",
+ "plt.legend(['Real_Close','SimpleRNN','LSTM','GRU'],loc='lower right')\n",
+ "plt.show"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Prediction/AMD_Real_Result.csv b/Prediction/AMD_Real_Result.csv
new file mode 100644
index 0000000..63091dd
--- /dev/null
+++ b/Prediction/AMD_Real_Result.csv
@@ -0,0 +1,6 @@
+Close
+92.300003
+92.769997
+90.330002
+95.160004
+94.580002
\ No newline at end of file
diff --git a/Prediction/INTC_Real_Result.csv b/Prediction/INTC_Real_Result.csv
new file mode 100644
index 0000000..900a845
--- /dev/null
+++ b/Prediction/INTC_Real_Result.csv
@@ -0,0 +1,6 @@
+Close
+49.669998
+50.610001
+51.099998
+52.189999
+51.650002
\ No newline at end of file
diff --git a/Prediction/Intel_10Year_Compare.ipynb b/Prediction/Intel_10Year_Compare.ipynb
new file mode 100644
index 0000000..03fdcfa
--- /dev/null
+++ b/Prediction/Intel_10Year_Compare.ipynb
@@ -0,0 +1,241 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ " SimpleRNN_predict | \n",
+ " LSTM_predict | \n",
+ " GRU_predict | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 49.669998 | \n",
+ " 50.22474 | \n",
+ " 50.425884 | \n",
+ " 50.122520 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 50.610001 | \n",
+ " 49.31276 | \n",
+ " 50.526207 | \n",
+ " 49.679688 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 51.099998 | \n",
+ " 47.77613 | \n",
+ " 50.544018 | \n",
+ " 49.042460 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 52.189999 | \n",
+ " 47.30574 | \n",
+ " 50.478428 | \n",
+ " 48.430510 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 51.650002 | \n",
+ " 48.12118 | \n",
+ " 50.339787 | \n",
+ " 47.965565 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "plt.figure(figsize=(16,8))\n",
+ "plt.title('Model')\n",
+ "plt.xlabel('Date',fontsize=18)\n",
+ "plt.ylabel('close price in $', fontsize=18)\n",
+ "plt.plot(df[['Close','SimpleRNN_predict','LSTM_predict','GRU_predict']])\n",
+ "plt.legend(['Real_Close','SimpleRNN','LSTM','GRU'],loc='lower right')\n",
+ "plt.show"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Prediction/Intel_5Year_Compare.ipynb b/Prediction/Intel_5Year_Compare.ipynb
new file mode 100644
index 0000000..b503bcd
--- /dev/null
+++ b/Prediction/Intel_5Year_Compare.ipynb
@@ -0,0 +1,241 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ " SimpleRNN_predict | \n",
+ " LSTM_predict | \n",
+ " GRU_predict | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 49.669998 | \n",
+ " 50.289062 | \n",
+ " 50.553230 | \n",
+ " 49.906230 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 50.610001 | \n",
+ " 48.803627 | \n",
+ " 50.561300 | \n",
+ " 47.789340 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 51.099998 | \n",
+ " 46.399956 | \n",
+ " 50.471264 | \n",
+ " 46.453594 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 52.189999 | \n",
+ " 47.246853 | \n",
+ " 50.283980 | \n",
+ " 46.103340 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 51.650002 | \n",
+ " 47.519253 | \n",
+ " 50.015740 | \n",
+ " 46.367640 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "plt.figure(figsize=(16,8))\n",
+ "plt.title('Model')\n",
+ "plt.xlabel('Date',fontsize=18)\n",
+ "plt.ylabel('close price in $', fontsize=18)\n",
+ "plt.plot(df[['Close','SimpleRNN_predict','LSTM_predict','GRU_predict']])\n",
+ "plt.legend(['Real_Close','SimpleRNN','LSTM','GRU'],loc='lower right')\n",
+ "plt.show"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Prediction/Prediction_GRU_AMD_10Year.csv b/Prediction/Prediction_GRU_AMD_10Year.csv
new file mode 100644
index 0000000..1d98cac
--- /dev/null
+++ b/Prediction/Prediction_GRU_AMD_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+46.68159
+46.56155
+46.436607
+46.338882
+46.271526
\ No newline at end of file
diff --git a/Prediction/Prediction_GRU_AMD_5Year.csv b/Prediction/Prediction_GRU_AMD_5Year.csv
new file mode 100644
index 0000000..08df361
--- /dev/null
+++ b/Prediction/Prediction_GRU_AMD_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+71.24712
+71.31432
+71.3032
+71.22761
+71.11843
\ No newline at end of file
diff --git a/Prediction/Prediction_GRU_INTC_10Year.csv b/Prediction/Prediction_GRU_INTC_10Year.csv
new file mode 100644
index 0000000..31b9cd1
--- /dev/null
+++ b/Prediction/Prediction_GRU_INTC_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+50.12252
+49.679688
+49.04246
+48.43051
+47.965565
\ No newline at end of file
diff --git a/Prediction/Prediction_GRU_INTC_5Year.csv b/Prediction/Prediction_GRU_INTC_5Year.csv
new file mode 100644
index 0000000..935eea2
--- /dev/null
+++ b/Prediction/Prediction_GRU_INTC_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+49.90623
+47.78934
+46.453594
+46.10334
+46.36764
\ No newline at end of file
diff --git a/Prediction/Prediction_LSTM_AMD_10Year.csv b/Prediction/Prediction_LSTM_AMD_10Year.csv
new file mode 100644
index 0000000..dabe38e
--- /dev/null
+++ b/Prediction/Prediction_LSTM_AMD_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+36.45624
+36.463413
+36.469242
+36.47424
+36.47887
\ No newline at end of file
diff --git a/Prediction/Prediction_LSTM_AMD_5Year.csv b/Prediction/Prediction_LSTM_AMD_5Year.csv
new file mode 100644
index 0000000..902fdfd
--- /dev/null
+++ b/Prediction/Prediction_LSTM_AMD_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+69.10488
+69.16199
+69.21358
+69.25911
+69.29818
\ No newline at end of file
diff --git a/Prediction/Prediction_LSTM_INTC_10Year.csv b/Prediction/Prediction_LSTM_INTC_10Year.csv
new file mode 100644
index 0000000..391d2df
--- /dev/null
+++ b/Prediction/Prediction_LSTM_INTC_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+50.425884
+50.526207
+50.544018
+50.478428
+50.339787
\ No newline at end of file
diff --git a/Prediction/Prediction_LSTM_INTC_5Year.csv b/Prediction/Prediction_LSTM_INTC_5Year.csv
new file mode 100644
index 0000000..94b631c
--- /dev/null
+++ b/Prediction/Prediction_LSTM_INTC_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+50.55323
+50.5613
+50.471264
+50.28398
+50.01574
\ No newline at end of file
diff --git a/Prediction/Prediction_SimpleRNN_AMD_10Year.csv b/Prediction/Prediction_SimpleRNN_AMD_10Year.csv
new file mode 100644
index 0000000..cf19a7f
--- /dev/null
+++ b/Prediction/Prediction_SimpleRNN_AMD_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+35.87678
+36.86675
+36.175755
+36.773987
+35.944504
\ No newline at end of file
diff --git a/Prediction/Prediction_SimpleRNN_AMD_5Year.csv b/Prediction/Prediction_SimpleRNN_AMD_5Year.csv
new file mode 100644
index 0000000..2a1e3ab
--- /dev/null
+++ b/Prediction/Prediction_SimpleRNN_AMD_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+48.997963
+49.536217
+49.129772
+49.76481
+48.11355
\ No newline at end of file
diff --git a/Prediction/Prediction_SimpleRNN_INTC_10Year.csv b/Prediction/Prediction_SimpleRNN_INTC_10Year.csv
new file mode 100644
index 0000000..ae37b7d
--- /dev/null
+++ b/Prediction/Prediction_SimpleRNN_INTC_10Year.csv
@@ -0,0 +1,6 @@
+prediction
+50.22474
+49.31276
+47.77613
+47.30574
+48.12118
\ No newline at end of file
diff --git a/Prediction/Prediction_SimpleRNN_INTC_5Year.csv b/Prediction/Prediction_SimpleRNN_INTC_5Year.csv
new file mode 100644
index 0000000..e2e7a0c
--- /dev/null
+++ b/Prediction/Prediction_SimpleRNN_INTC_5Year.csv
@@ -0,0 +1,6 @@
+prediction
+50.289062
+48.803627
+46.399956
+47.246853
+47.519253
\ No newline at end of file
diff --git a/SimpleRNN_Model_Stock_Prediction.ipynb b/SimpleRNN_Model_Stock_Prediction.ipynb
new file mode 100644
index 0000000..0502f93
--- /dev/null
+++ b/SimpleRNN_Model_Stock_Prediction.ipynb
@@ -0,0 +1,599 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "aboriginal-vitamin",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import modules and packages\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import datetime as dt\n",
+ "from datetime import datetime\n",
+ "\n",
+ "from keras.callbacks import EarlyStopping, ReduceLROnPlateau, ModelCheckpoint, TensorBoard\n",
+ "\n",
+ "%matplotlib inline"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "id": "constant-wallpaper",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Training set shape == (1260, 7)\n",
+ "All timestamps == 1260\n",
+ "Featured selected: ['Open', 'High', 'Low', 'Close', 'Adj Close']\n"
+ ]
+ }
+ ],
+ "source": [
+ "dataset_train = pd.read_csv('AMD_Dataset/AMD2010-2021.csv')\n",
+ "\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "# Select features (columns) to be involved intro training and predictions\n",
+ "cols = list(dataset_train)[1:6]\n",
+ "\n",
+ "# Extract dates (will be used in visualization)\n",
+ "datelist_train = list(dataset_train['Date'])\n",
+ "datelist_train = [dt.datetime.strptime(date, '%Y-%m-%d').date() for date in datelist_train]\n",
+ "\n",
+ "print('Training set shape == {}'.format(dataset_train.shape))\n",
+ "print('All timestamps == {}'.format(len(datelist_train)))\n",
+ "print('Featured selected: {}'.format(cols))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "id": "nonprofit-japan",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape of training set == (1260, 5).\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "array([[ 2.77 , 2.82 , 2.63 , 2.77 , 2.77 ],\n",
+ " [ 2.77 , 2.8 , 2.64 , 2.75 , 2.75 ],\n",
+ " [ 2.66 , 2.71 , 2.47 , 2.51 , 2.51 ],\n",
+ " ...,\n",
+ " [90.779999, 92.849998, 90.190002, 92.290001, 92.290001],\n",
+ " [92.099998, 92.300003, 90.870003, 91.709999, 91.709999],\n",
+ " [92.110001, 96.059998, 90.919998, 92.300003, 92.300003]])"
+ ]
+ },
+ "execution_count": 65,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dataset_train = dataset_train[cols].astype(str)\n",
+ "for i in cols:\n",
+ " for j in range(0, len(dataset_train)):\n",
+ " dataset_train[i][j] = dataset_train[i][j].replace(',', '')\n",
+ "\n",
+ "dataset_train = dataset_train.astype(float)\n",
+ "\n",
+ "# Using multiple features (predictors)\n",
+ "training_set = dataset_train.values\n",
+ "\n",
+ "print('Shape of training set == {}.'.format(training_set.shape))\n",
+ "training_set"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "id": "through-dublin",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([[-1.01233131],\n",
+ " [-1.01233131],\n",
+ " [-1.01708769],\n",
+ " ...,\n",
+ " [ 2.79320761],\n",
+ " [ 2.85028417],\n",
+ " [ 2.8507167 ]])"
+ ]
+ },
+ "execution_count": 66,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "\n",
+ "# Feature Scaling\n",
+ "from sklearn.preprocessing import StandardScaler\n",
+ "\n",
+ "sc = StandardScaler()\n",
+ "training_set_scaled = sc.fit_transform(training_set)\n",
+ "\n",
+ "sc_predict = StandardScaler()\n",
+ "sc_predict.fit_transform(training_set[:, 0:1])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "id": "mexican-reduction",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "X_train shape == (1166, 90, 4).\n",
+ "y_train shape == (1166, 1).\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Creating a data structure with 90 timestamps and 1 output\n",
+ "X_train = []\n",
+ "y_train = []\n",
+ "\n",
+ "n_future = 5 # Number of days we want top predict into the future\n",
+ "n_past = 90 # Number of past days we want to use to predict the future\n",
+ "\n",
+ "for i in range(n_past, len(training_set_scaled) - n_future +1):\n",
+ " X_train.append(training_set_scaled[i - n_past:i, 0:dataset_train.shape[1] - 1])\n",
+ " y_train.append(training_set_scaled[i + n_future - 1:i + n_future, 0])\n",
+ "\n",
+ "X_train, y_train = np.array(X_train), np.array(y_train)\n",
+ "\n",
+ "print('X_train shape == {}.'.format(X_train.shape))\n",
+ "print('y_train shape == {}.'.format(y_train.shape))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "id": "higher-bidder",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Import Libraries and packages from Keras\n",
+ "from keras.models import Sequential\n",
+ "from keras.layers import Dense\n",
+ "from keras.layers import SimpleRNN\n",
+ "from keras.layers import Dropout\n",
+ "from keras.optimizers import Adam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "id": "efficient-dimension",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Initializing the Neural Network based on LSTM\n",
+ "model = Sequential()\n",
+ "\n",
+ "# Adding 1st LSTM layer\n",
+ "model.add(SimpleRNN(units=50, return_sequences=True, input_shape=(n_past, dataset_train.shape[1]-1)))\n",
+ "\n",
+ "# Adding 2nd LSTM layer\n",
+ "model.add(SimpleRNN(units=50, return_sequences=True))\n",
+ "\n",
+ "model.add(SimpleRNN(units=50, return_sequences=True))\n",
+ "\n",
+ "\n",
+ "model.add(SimpleRNN(units=50, return_sequences=False))\n",
+ "\n",
+ "\n",
+ "# Adding Dropout\n",
+ "model.add(Dropout(0.25))\n",
+ "\n",
+ "# Output layer\n",
+ "model.add(Dense(units=1, activation='linear'))\n",
+ "\n",
+ "# Compiling the Neural Network\n",
+ "model.compile(optimizer = Adam(learning_rate=0.001), loss='mean_squared_error')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "weird-wales",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Epoch 1/50\n",
+ "2/4 [==============>...............] - ETA: 1s - loss: 0.9178WARNING:tensorflow:Callbacks method `on_train_batch_end` is slow compared to the batch time (batch time: 0.2724s vs `on_train_batch_end` time: 1.2646s). Check your callbacks.\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.7039\n",
+ "Epoch 00001: val_loss improved from inf to 0.99761, saving model to weights.h5\n",
+ "4/4 [==============================] - 3s 754ms/step - loss: 0.7039 - val_loss: 0.9976\n",
+ "Epoch 2/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.3191\n",
+ "Epoch 00002: val_loss did not improve from 0.99761\n",
+ "4/4 [==============================] - 1s 209ms/step - loss: 0.3191 - val_loss: 1.3141\n",
+ "Epoch 3/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.2830\n",
+ "Epoch 00003: val_loss improved from 0.99761 to 0.97574, saving model to weights.h5\n",
+ "4/4 [==============================] - 1s 210ms/step - loss: 0.2830 - val_loss: 0.9757\n",
+ "Epoch 4/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.2426\n",
+ "Epoch 00004: val_loss improved from 0.97574 to 0.73997, saving model to weights.h5\n",
+ "4/4 [==============================] - 1s 214ms/step - loss: 0.2426 - val_loss: 0.7400\n",
+ "Epoch 5/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.2098\n",
+ "Epoch 00005: val_loss improved from 0.73997 to 0.73978, saving model to weights.h5\n",
+ "4/4 [==============================] - 1s 209ms/step - loss: 0.2098 - val_loss: 0.7398\n",
+ "Epoch 6/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.1961\n",
+ "Epoch 00006: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 202ms/step - loss: 0.1961 - val_loss: 0.7811\n",
+ "Epoch 7/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.1671\n",
+ "Epoch 00007: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 198ms/step - loss: 0.1671 - val_loss: 1.1990\n",
+ "Epoch 8/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.1152\n",
+ "Epoch 00008: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 193ms/step - loss: 0.1152 - val_loss: 1.7927\n",
+ "Epoch 9/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0988\n",
+ "Epoch 00009: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 194ms/step - loss: 0.0988 - val_loss: 1.3540\n",
+ "Epoch 10/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0752\n",
+ "Epoch 00010: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 183ms/step - loss: 0.0752 - val_loss: 1.1212\n",
+ "Epoch 11/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0683\n",
+ "Epoch 00011: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 181ms/step - loss: 0.0683 - val_loss: 0.9855\n",
+ "Epoch 12/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0667\n",
+ "Epoch 00012: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 181ms/step - loss: 0.0667 - val_loss: 1.0000\n",
+ "Epoch 13/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0539\n",
+ "Epoch 00013: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 177ms/step - loss: 0.0539 - val_loss: 1.0680\n",
+ "Epoch 14/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0452\n",
+ "Epoch 00014: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 179ms/step - loss: 0.0452 - val_loss: 1.1480\n",
+ "Epoch 15/50\n",
+ "4/4 [==============================] - ETA: 0s - loss: 0.0379\n",
+ "Epoch 00015: ReduceLROnPlateau reducing learning rate to 0.0005000000237487257.\n",
+ "\n",
+ "Epoch 00015: val_loss did not improve from 0.73978\n",
+ "4/4 [==============================] - 1s 181ms/step - loss: 0.0379 - val_loss: 1.1386\n",
+ "Epoch 00015: early stopping\n",
+ "CPU times: user 43.9 s, sys: 28.7 s, total: 1min 12s\n",
+ "Wall time: 21.9 s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "es = EarlyStopping(monitor='val_loss', min_delta=1e-10, patience=10, verbose=1)\n",
+ "rlr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=10, verbose=1)\n",
+ "mcp = ModelCheckpoint(filepath='weights.h5', monitor='val_loss', verbose=1, save_best_only=True, save_weights_only=True)\n",
+ "\n",
+ "tb = TensorBoard('logs')\n",
+ "\n",
+ "history = model.fit(X_train, y_train, shuffle=True, epochs=50, callbacks=[es, rlr, mcp, tb], validation_split=0.2, verbose=1, batch_size=256)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "continuous-customer",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Generate list of sequence of days for predictions\n",
+ "datelist_future = pd.date_range(datelist_train[-1], periods=n_future, freq='1d').tolist()\n",
+ "\n",
+ "'''\n",
+ "Remeber, we have datelist_train from begining.\n",
+ "'''\n",
+ "\n",
+ "# Convert Pandas Timestamp to Datetime object (for transformation) --> FUTURE\n",
+ "datelist_future_ = []\n",
+ "for this_timestamp in datelist_future:\n",
+ " datelist_future_.append(this_timestamp.date())\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "whole-clock",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "# Perform predictions\n",
+ "predictions_future = model.predict(X_train[-n_future:])\n",
+ "\n",
+ "predictions_train = model.predict(X_train[n_past:])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "id": "employed-martial",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Close | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 2016-09-26 | \n",
+ " 5.631549 | \n",
+ "
\n",
+ " \n",
+ " | 2016-09-27 | \n",
+ " 6.109632 | \n",
+ "
\n",
+ " \n",
+ " | 2016-09-28 | \n",
+ " 5.990811 | \n",
+ "
\n",
+ " \n",
+ " | 2016-09-29 | \n",
+ " 5.896537 | \n",
+ "
\n",
+ " \n",
+ " | 2016-09-30 | \n",
+ " 5.817658 | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-28 | \n",
+ " 48.997963 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-29 | \n",
+ " 49.536217 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-30 | \n",
+ " 49.129772 | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-31 | \n",
+ " 49.764805 | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-04 | \n",
+ " 48.113560 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1076 rows × 1 columns
\n",
+ "