Optimization_gurobi.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "dd7af1c6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import gurobipy as gp\n",
    "from gurobipy import *"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f14589a0",
   "metadata": {},
   "source": [
    "## Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "4b5a31d9",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------Room Information-------------------------------------------\n"
     ]
    },
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>room ID</th>\n",
       "      <th>room capacity</th>\n",
       "      <th>department</th>\n",
       "      <th>gender</th>\n",
       "      <th>telemetry</th>\n",
       "      <th>oxygen</th>\n",
       "      <th>nitrogen</th>\n",
       "      <th>television</th>\n",
       "      <th>MiniAge</th>\n",
       "      <th>MaxAge</th>\n",
       "      <th>Dep_Specialism_1</th>\n",
       "      <th>Dep_Specialism_2</th>\n",
       "      <th>Dep_Specialism_3</th>\n",
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       "      <th>room ID</th>\n",
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       "      <th>15</th>\n",
       "      <td>15</td>\n",
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       "      <td>F</td>\n",
       "      <td>1</td>\n",
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       "<p>125 rows × 13 columns</p>\n",
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      "text/plain": [
       "         room ID  room capacity  department gender  telemetry  oxygen  \\\n",
       "room ID                                                                 \n",
       "11            11              1           1      D          0       1   \n",
       "12            12              1           1      M          0       0   \n",
       "13            13              1           1      M          1       1   \n",
       "14            14              2           1      D          0       1   \n",
       "15            15              2           1      F          1       0   \n",
       "...          ...            ...         ...    ...        ...     ...   \n",
       "5121        5121              4           5      M          0       1   \n",
       "5122        5122              4           5      N          1       0   \n",
       "5123        5123              4           5      F          0       0   \n",
       "5124        5124              4           5      M          1       1   \n",
       "5125        5125              4           5      M          1       1   \n",
       "\n",
       "         nitrogen  television  MiniAge  MaxAge  Dep_Specialism_1  \\\n",
       "room ID                                                            \n",
       "11            0.0         0.0       65       0                 1   \n",
       "12            0.0         0.0       65       0                 1   \n",
       "13            1.0         1.0       65       0                 1   \n",
       "14            1.0         0.0       65       0                 1   \n",
       "15            1.0         1.0       65       0                 1   \n",
       "...           ...         ...      ...     ...               ...   \n",
       "5121          1.0         1.0        0       0                 5   \n",
       "5122          1.0         0.0        0       0                 5   \n",
       "5123          0.0         1.0        0       0                 5   \n",
       "5124          1.0         1.0        0       0                 5   \n",
       "5125          1.0         1.0        0       0                 5   \n",
       "\n",
       "         Dep_Specialism_2  Dep_Specialism_3  \n",
       "room ID                                      \n",
       "11                      2                 3  \n",
       "12                      2                 3  \n",
       "13                      2                 3  \n",
       "14                      2                 3  \n",
       "15                      2                 3  \n",
       "...                   ...               ...  \n",
       "5121                    1                 2  \n",
       "5122                    1                 2  \n",
       "5123                    1                 2  \n",
       "5124                    1                 2  \n",
       "5125                    1                 2  \n",
       "\n",
       "[125 rows x 13 columns]"
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     "metadata": {},
     "output_type": "display_data"
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------Patient Information--------------------------------------------\n"
     ]
    },
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       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>907</th>\n",
       "      <td>907</td>\n",
       "      <td>21</td>\n",
       "      <td>F</td>\n",
       "      <td>27</td>\n",
       "      <td>31</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>907 rows × 19 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            patient ID  age gender  admissionDate  dischargeDate  \\\n",
       "patient ID                                                         \n",
       "1                    1   88      F              0              9   \n",
       "2                    2  106      M              0              8   \n",
       "3                    3   81      F              0              4   \n",
       "4                    4   28      M              0              8   \n",
       "5                    5   41      M              0             12   \n",
       "...                ...  ...    ...            ...            ...   \n",
       "903                903  104      F             27             36   \n",
       "904                904   10      F             27             29   \n",
       "905                905   37      F             27             33   \n",
       "906                906  104      F             27             33   \n",
       "907                907   21      F             27             31   \n",
       "\n",
       "            AssignedSpecialisms  FirstSpecialism  FirstDuration  \\\n",
       "patient ID                                                        \n",
       "1                             1                4              9   \n",
       "2                             1                3              8   \n",
       "3                             1                1              4   \n",
       "4                             2                2              6   \n",
       "5                             2                3              6   \n",
       "...                         ...              ...            ...   \n",
       "903                           1                4              9   \n",
       "904                           1                5              2   \n",
       "905                           1                3              6   \n",
       "906                           1                2              6   \n",
       "907                           1                1              4   \n",
       "\n",
       "            SecondSpecialism  SecondDuration  roomCapacityPreference  \\\n",
       "patient ID                                                             \n",
       "1                        NaN             NaN                       2   \n",
       "2                        NaN             NaN                       2   \n",
       "3                        NaN             NaN                       2   \n",
       "4                        3.0             2.0                       2   \n",
       "5                        2.0             6.0                       1   \n",
       "...                      ...             ...                     ...   \n",
       "903                      NaN             NaN                       4   \n",
       "904                      NaN             NaN                       2   \n",
       "905                      NaN             NaN                       1   \n",
       "906                      NaN             NaN                       4   \n",
       "907                      NaN             NaN                       1   \n",
       "\n",
       "            telemetryFirst  oxygenFirst  nitrogenFirst  televisionFirst  \\\n",
       "patient ID                                                                \n",
       "1                        1            1            0.0              0.0   \n",
       "2                        0            0            0.0              1.0   \n",
       "3                        0            0            0.0              0.0   \n",
       "4                        1            0            0.0              0.0   \n",
       "5                        0            0            1.0              0.0   \n",
       "...                    ...          ...            ...              ...   \n",
       "903                      0            0            0.0              1.0   \n",
       "904                      0            0            0.0              1.0   \n",
       "905                      1            0            0.0              0.0   \n",
       "906                      1            0            1.0              0.0   \n",
       "907                      0            0            0.0              1.0   \n",
       "\n",
       "            telemetrySecond  oxygenSecond  nitrogenSecond  televisionSecond  \n",
       "patient ID                                                                   \n",
       "1                         0             1             0.0               1.0  \n",
       "2                         1             1             1.0               1.0  \n",
       "3                         0             1             1.0               0.0  \n",
       "4                         1             1             1.0               1.0  \n",
       "5                         1             1             1.0               0.0  \n",
       "...                     ...           ...             ...               ...  \n",
       "903                       1             1             1.0               1.0  \n",
       "904                       0             1             1.0               1.0  \n",
       "905                       1             1             0.0               1.0  \n",
       "906                       1             1             0.0               1.0  \n",
       "907                       1             1             1.0               1.0  \n",
       "\n",
       "[907 rows x 19 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "room_df = pd.read_excel(\"../data/Admission.xlsx\", sheet_name='room')\n",
    "room_df = room_df[room_df['dataset']==13].drop(columns=['dataset']).reset_index(drop=True)\n",
    "patient_df = pd.read_excel(\"../data/Admission.xlsx\", sheet_name='patient')\n",
    "patient_df = patient_df[patient_df['dataset']==13].drop(columns=['dataset']).reset_index(drop=True)\n",
    "\n",
    "room_df.index=room_df['room ID']\n",
    "patient_df.index=patient_df['patient ID']\n",
    "\n",
    "print(\"--------------------------------------------Room Information-------------------------------------------\")\n",
    "display(room_df)\n",
    "print(\"--------------------------------------------Patient Information--------------------------------------------\")\n",
    "display(patient_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "7f257cf0",
   "metadata": {},
   "outputs": [],
   "source": [
    "room_df['MaxAge'] = room_df['MaxAge'].replace(0, 150)\n",
    "patient_df['gender'] = np.where(patient_df['gender']=='F', 1, 0)\n",
    "\n",
    "room_df[room_df.Dep_Specialism_1==5].shape[0]#28/125\n",
    "room_df[room_df.Dep_Specialism_2==5].shape[0]#27/125\n",
    "room_df[room_df.Dep_Specialism_3==5].shape[0]#28/125\n",
    "patient_df[patient_df.FirstSpecialism==5].shape[0]#59/907\n",
    "patient_df[patient_df.SecondSpecialism==5].shape[0]#18/907\n",
    "\n",
    "room_df = room_df[(room_df.Dep_Specialism_1!=5) & (room_df.Dep_Specialism_2!=5) & (room_df.Dep_Specialism_3!=5)]\n",
    "patient_df = patient_df[(patient_df.FirstSpecialism!=5) & (patient_df.SecondSpecialism!=5)].loc[:150,:]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dac2bddc",
   "metadata": {},
   "source": [
    "###  Constant Variables - Benchmarks\n",
    "- Specialisms\n",
    "- Departments\n",
    "- Rooms\n",
    "- RoomProperties\n",
    "- Patients\n",
    "- Days\n",
    "- NDays: total number of days\n",
    "- W: weights for penalties"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "f2051d4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Specialisms = [1,2,3,4,5]\n",
    "Specialisms = [1,2,3,4]\n",
    "#Departments = [1,2,3,4,5]\n",
    "Rooms = room_df['room ID'].to_list()\n",
    "RoomProperties = ['telemetry', 'oxygen', 'nitrogen', 'television']\n",
    "Patients = patient_df['patient ID'].to_list()\n",
    "#Days = list(range(min(patient_df.admissionDate), max(patient_df.dischargeDate)+1))\n",
    "Days = list(range(0, 48))\n",
    "NDays = len(Days)\n",
    "W = [5,2,0.8,1,11]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f635bed",
   "metadata": {},
   "source": [
    "### Constant Variables - Patients\n",
    "1. Numbers\n",
    "- P: total number of patients\n",
    "\n",
    "2. Lists\n",
    "- Patients: list of patient id\n",
    "- PF, PM: female patients and male patients\n",
    "- PG_i: gender of patient i\n",
    "- PAge_i: age of patient i\n",
    "- AD_i: admission date of patient i\n",
    "- DD_i: discharge date of patient i\n",
    "- PS_ij: =1 if patient i need to go to specialism j\n",
    "- Duration_ij: length of time patient i need to stay for specialism j\n",
    "- PC_i: room capacity preferred by patient i\n",
    "- PRP_Assign_ij: =1 if room property is assigned to patient i (must have)\n",
    "- PRP_Prefer_ij: =1 if room property is preferred by patient i (good to have)\n",
    "- $Severity_{i}=\\sum \\limits _{j} {Specialisms}_{j}*{Duration}_{ij} $: severity of the patient's illness. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "d3fb27b8",
   "metadata": {},
   "outputs": [],
   "source": [
    "P = patient_df.shape[0]\n",
    "PF = patient_df[patient_df.gender==1].index.to_list()\n",
    "PM = patient_df[patient_df.gender==0].index.to_list()\n",
    "PG = patient_df.gender\n",
    "PAge = patient_df.age\n",
    "AD = patient_df.admissionDate\n",
    "DD = patient_df.dischargeDate\n",
    "PC = patient_df.roomCapacityPreference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "67b20311",
   "metadata": {},
   "outputs": [],
   "source": [
    "#PS[i,j]: 1 if patient i has specialism j\n",
    "#Duration[i,j]: n if patient i need to stay n days for specialism j\n",
    "sp_temp = patient_df[['FirstSpecialism', 'FirstDuration', 'SecondSpecialism', 'SecondDuration']].fillna(0)\n",
    "PS = dict()\n",
    "Duration = dict()\n",
    "for i in Patients:\n",
    "    sp1, d1, sp2, d2 = sp_temp.loc[i,]\n",
    "    for j in Specialisms:\n",
    "        PS[(i,j)] = 0\n",
    "        Duration[(i,j)] = 0\n",
    "        if (j == sp1):\n",
    "            PS[(i,j)] = 1\n",
    "            Duration[(i,j)] = d1\n",
    "        elif (j == sp2):\n",
    "            PS[(i,j)] = 1\n",
    "            Duration[(i,j)] = d2\n",
    "            \n",
    "#PRP_Assign[i,j]: =1 if patient i has to be in a room with property j\n",
    "#PRP_Prefer[i,j]\n",
    "rp_assign = patient_df[patient_df.columns[-8:-4]]\n",
    "rp_prefer = patient_df[patient_df.columns[-4:]]\n",
    "rp_assign.columns = ['telemetry', 'oxygen', 'nitrogen', 'television']\n",
    "rp_prefer.columns = ['telemetry', 'oxygen', 'nitrogen', 'television']\n",
    "PRP_Assign = dict()\n",
    "PRP_Prefer = dict()\n",
    "for i in Patients:\n",
    "    for j in RoomProperties:\n",
    "        PRP_Assign[(i,j)] = rp_assign.loc[i,j]\n",
    "        PRP_Prefer[(i,j)] = rp_prefer.loc[i,j]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "2e7436e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "#PS[i,j]: 1 if patient i has specialism j\n",
    "#Duration[i,j]: n if patient i need to stay n days for specialism j\n",
    "sp_temp = patient_df[['FirstSpecialism', 'FirstDuration', 'SecondSpecialism', 'SecondDuration']].fillna(0)\n",
    "PS = dict()\n",
    "Duration = dict()\n",
    "for i in Patients:\n",
    "    sp1, d1, sp2, d2 = sp_temp.loc[i,]\n",
    "    for j in Specialisms:\n",
    "        PS[(i,j)] = 0\n",
    "        Duration[(i,j)] = 0\n",
    "        if (j == sp1):\n",
    "            PS[(i,j)] = 1\n",
    "            Duration[(i,j)] = d1\n",
    "        elif (j == sp2):\n",
    "            PS[(i,j)] = 1\n",
    "            Duration[(i,j)] = d2\n",
    "            \n",
    "#PRP_Assign[i,j]: =1 if patient i has to be in a room with property j\n",
    "#PRP_Prefer[i,j]\n",
    "rp_assign = patient_df[patient_df.columns[-8:-4]]\n",
    "rp_prefer = patient_df[patient_df.columns[-4:]]\n",
    "rp_assign.columns = ['telemetry', 'oxygen', 'nitrogen', 'television']\n",
    "rp_prefer.columns = ['telemetry', 'oxygen', 'nitrogen', 'television']\n",
    "PRP_Assign = dict()\n",
    "PRP_Prefer = dict()\n",
    "for i in Patients:\n",
    "    for j in RoomProperties:\n",
    "        PRP_Assign[(i,j)] = rp_assign.loc[i,j]\n",
    "        PRP_Prefer[(i,j)] = rp_prefer.loc[i,j]\n",
    "\n",
    "Severity={}\n",
    "for i in Patients:\n",
    "    Severity[i]=sum(j*Duration[i,j] for j in Specialisms)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd45a76f",
   "metadata": {},
   "source": [
    "### Constant Variables - Rooms\n",
    "1. Numbers\n",
    "- R: total number of rooms\n",
    "\n",
    "2. Lists\n",
    "- Rooms: list of room id\n",
    "- RF, RM, RD, RN: room id lists separated according to gender restrictions\n",
    "- RwS_i: list of room ids with specialism i\n",
    "- C_i: capacity of room i\n",
    "- Depart_R_i: department room i belongs to\n",
    "- AgeL_i: lower bound of age limit of room i\n",
    "- AgeU_i: upper bound of age limit of room i\n",
    "- RS_ij: =1 if room i can be used for specialism j\n",
    "- RRP_ij: =1 if room i has room property j"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "1b1a0150",
   "metadata": {},
   "outputs": [],
   "source": [
    "R = room_df.shape[0]\n",
    "\n",
    "RF = room_df[room_df.gender=='F'].index.to_list()\n",
    "RM = room_df[room_df.gender=='M'].index.to_list()\n",
    "RD = room_df[room_df.gender=='D'].index.to_list()\n",
    "RN = room_df[room_df.gender=='N'].index.to_list()\n",
    "\n",
    "RwS1 = room_df[(room_df.Dep_Specialism_1==1) | (room_df.Dep_Specialism_2==1) | (room_df.Dep_Specialism_3==1)].index.to_list()\n",
    "RwS2 = room_df[(room_df.Dep_Specialism_1==2) | (room_df.Dep_Specialism_2==2) | (room_df.Dep_Specialism_3==2)].index.to_list()\n",
    "RwS3 = room_df[(room_df.Dep_Specialism_1==3) | (room_df.Dep_Specialism_2==3) | (room_df.Dep_Specialism_3==3)].index.to_list()\n",
    "RwS4 = room_df[(room_df.Dep_Specialism_1==4) | (room_df.Dep_Specialism_2==4) | (room_df.Dep_Specialism_3==4)].index.to_list()\n",
    "RwS = {1:RwS1, 2:RwS2, 3:RwS3, 4:RwS4}\n",
    "C = room_df['room capacity']\n",
    "Depart_R = room_df.department\n",
    "AgeL = room_df.MiniAge\n",
    "AgeU = room_df.MaxAge\n",
    "\n",
    "#RS[i,j]=1 if room i can be used for specialism j\n",
    "sp_room = room_df[['Dep_Specialism_1', 'Dep_Specialism_2', 'Dep_Specialism_3']].fillna(0)\n",
    "RS = dict()\n",
    "for i in Rooms:\n",
    "    sp1, sp2, sp3 = sp_room.loc[i,]\n",
    "    for j in Specialisms:\n",
    "        RS[(i,j)] = 0\n",
    "        if ((j == sp1) | (j == sp2) |(j == sp3)):\n",
    "            RS[(i,j)] = 1\n",
    "            \n",
    "#RRP[i,j]=1 if room i has property j\n",
    "rp = room_df[['telemetry', 'oxygen', 'nitrogen', 'television']]\n",
    "RRP = dict()\n",
    "for i in Rooms:\n",
    "    for j in RoomProperties:\n",
    "        RRP[(i,j)] = rp.loc[i,j]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d58bc7c5",
   "metadata": {},
   "source": [
    "## Optimization Model\n",
    "1. Decision Variables:\n",
    "- X_ijk: = 1 if patient i is allocated in room j on day k\n",
    "- ADReal_i, DDReal_i: the real admission and discharge date of patient i\n",
    "- RG_jk: = 1 if the gender in room j is female on day k (=0 for male) for RDs\n",
    "- Peni(i=1~6): penalty for not satisfying soft constraints\n",
    "- t_ijk: =1 if patient transfered from room j on day k\n",
    "- inHosp_ik: =1 if patient i is in the hospital on day k\n",
    "- sig: auxiliary binary variable for the formulation of constraint \\#1.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3f0a072c",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = gp.Model(\"Patient Admission Scheduling\")\n",
    "\n",
    "X = model.addVars(Patients, Rooms, Days, vtype=GRB.BINARY, name=[\"Patient\"+str(i)+\"InRoom\"+str(j)+\"OnDay\"+str(k) for i in Patients for j in Rooms for k in Days])\n",
    "Pen1 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty1')\n",
    "Pen2 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty2')\n",
    "Pen3 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty3')\n",
    "Pen4 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty4')\n",
    "Pen5 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty5')\n",
    "Pen6 = model.addVars(Patients, vtype=GRB.CONTINUOUS, lb=0, name='Penalty6')\n",
    "ADReal = model.addVars(Patients, vtype=GRB.INTEGER, lb=0, name=['RealAdmissionDatePatient'+str(i) for i in Patients])\n",
    "DDReal = model.addVars(Patients, vtype=GRB.INTEGER, lb=0,name=['RealDischargeDatePatient'+str(i) for i in Patients])\n",
    "RG = model.addVars(RD, Days, vtype=GRB.BINARY, name=['GenderofRoom'+str(j)+'OnDay'+str(k) for j in RD for k in Days])\n",
    "t = model.addVars(Patients, Rooms, Days, vtype=GRB.BINARY, name=['Patient'+str(i)+'TransferFromRoom'+str(j)+'OnDay'+str(k) for i in Patients for j in Rooms for k in Days])\n",
    "inHosp = model.addVars(Patients, Days, vtype=GRB.BINARY, name=['Patient'+str(i)+'inHospitalonDay'+str(k) for i in Patients for k in Days])\n",
    "sig = model.addVars(Patients, Days, vtype=GRB.BINARY)\n",
    "model.setObjective(quicksum(Pen1[i]+Pen2[i]+Pen3[i]+Pen4[i]+Pen5[i]+Pen6[i] for i in Patients), GRB.MINIMIZE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ecf294f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 0. Actual admission date cannot be earlier than pre-defined admission date; Actual discharge date cannot be earlier than pre-defined discharge date\n",
    "for i in Patients:\n",
    "    model.addConstr(ADReal[i] >= AD[i])\n",
    "    model.addConstr(DDReal[i] >= DD[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "bab9d6ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. Each patient should be assigned to only one room on a specific day after they admitted\n",
    "for i in Patients:\n",
    "    for k in Days:\n",
    "        model.addConstr(quicksum(X[i,j,k] for j in Rooms) == inHosp[i,k])\n",
    "\n",
    "# 1.1 Before the actual admission and after the actual discharge, the patient cannot be assigned to any room\n",
    "for i in Patients:\n",
    "    for j in Rooms:\n",
    "        for k in Days:\n",
    "            model.addConstr((k - ADReal[i]) * X[i,j,k] >= 0)\n",
    "            model.addConstr((DDReal[i] - k) * X[i,j,k] >= 0)\n",
    "\n",
    "# 1.2 The patient's daily presence in the hospital during the actual hospital stay is also tracked\n",
    "# If k>=ADReal or k<=DDReal, then inHosp=1; otherwise 0\n",
    "M = 10000\n",
    "for i in Patients:\n",
    "    for k in Days:\n",
    "        model.addConstr(k >= ADReal[i] - M*(1 - inHosp[i,k]))\n",
    "        model.addConstr(k <= DDReal[i] + M*(1 - inHosp[i,k]))\n",
    "        model.addConstr(k <= ADReal[i] - 0.001 + M*sig[i,k] + M*inHosp[i,k])\n",
    "        model.addConstr(k >= DDReal[i] + 0.001 - M*(1 - sig[i,k]) - M*inHosp[i,k])\n",
    "\n",
    "# 2. Each room should respect its capacity limit on each day\n",
    "for j in Rooms:\n",
    "    for k in Days:\n",
    "        model.addConstr(quicksum(X[i,j,k] for i in Patients) <= C[j])\n",
    "\n",
    "# 3. The age of assigned patient should between the minimum age requirement and the maximum age requirement of the room\n",
    "for i in Patients:\n",
    "    for j in Rooms:\n",
    "        for k in Days:\n",
    "            model.addConstr((PAge[i] - AgeL[j]) * X[i,j,k] >= 0)\n",
    "            model.addConstr((AgeU[j] - PAge[i]) * X[i,j,k] >= 0)\n",
    "\n",
    "# 4. Define transfer, normal admission dates, but unusual X's, all 0\n",
    "# t[i,j,k] = 1 if patient i transferred from room j on day k, otherwise 0\n",
    "# Don't define the last day transfer, it will try to be small to be 0\n",
    "for i in Patients:\n",
    "    for k in Days[:-1]:\n",
    "        for j in Rooms:\n",
    "            model.addConstr(t[i,j,k] >= (X[i,j,k] - X[i,j,k+1]) * inHosp[i,k+1])\n",
    "\n",
    "# 5. Limit the period of stay, non sequential stay, but x are not zero now\n",
    "# Not limit in terms of the capacity yet so everyone discharge on 46\n",
    "for i in Patients:\n",
    "    model.addConstr(quicksum(X[i,j,k] for j in Rooms for k in Days) >= sum(Duration[i,s] for s in Specialisms))\n",
    "\n",
    "# 6. Room's gender preference\n",
    "# 6.1 For the rooms that its gender is dependent on the gender of the first patient\n",
    "for j in RD:\n",
    "    for k in Days:\n",
    "        model.addConstr(sum(X[i,j,k] for i in PF) <= C[j] * RG[j,k])\n",
    "        model.addConstr(sum(X[i,j,k] for i in PM) <= C[j] * (1 - RG[j,k]))\n",
    "\n",
    "# 6.2 For the rooms that that only female patients are allowed\n",
    "for i in Patients:\n",
    "    for j in RF:\n",
    "        for k in Days:\n",
    "            model.addConstr(X[i,j,k] <= PG[i])\n",
    "\n",
    "# 6.3 For the rooms that that only male patients are allowed\n",
    "for i in Patients:\n",
    "    for j in RM:\n",
    "        for k in Days:\n",
    "            model.addConstr(X[i,j,k] <= (1 - PG[i]))          \n",
    "\n",
    "#Extra. Limit the period of stay by specialism; not feasible if we force patients to leave on 47th while satisfying total duration\n",
    "#for i in Patients:\n",
    "#    for s in Specialisms:\n",
    "#        model.addConstr(quicksum(X[i,j,k] for j in RwS[s] for k in Days) >= Duration[i,s])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "3e5befcb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Penalty 1: Penalize the situation of which the needed room property is not assigned to the patient.\n",
    "# Penalty 2: Penalize the situation of which the preferred room property is not assigned to the patient.\n",
    "for i in Patients:\n",
    "    not_satisfied_assign = {}\n",
    "    not_satisfied_prefer = {}\n",
    "    for j in Rooms:\n",
    "        not_satisfied_assign[j] = sum(np.subtract([PRP_Assign[i, l] for l in RoomProperties], [PRP_Assign[i, l] and RRP[j, l] for l in RoomProperties]))\n",
    "        not_satisfied_prefer[j] = sum(np.subtract([PRP_Prefer[i, l] for l in RoomProperties], [PRP_Prefer[i, l] and RRP[j, l] for l in RoomProperties]))\n",
    "    model.addConstr(Pen1[i] == sum(not_satisfied_assign[j]*W[0]*sum(X[i,j,k] for k in Days) for j in Rooms))\n",
    "    model.addConstr(Pen2[i] == sum(not_satisfied_prefer[j]*W[1]*sum(X[i,j,k] for k in Days) for j in Rooms))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "18a3f167",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Penalty 3: Penalize the situation of which the room preference is less than the room capacity assigned.\n",
    "# Y3_ij = 1 if room j's capacity does not satisfy patient i's preference, otherwise 0\n",
    "Y3 = {}\n",
    "for i in Patients:\n",
    "    for j in Rooms:\n",
    "        Y3[i,j] = int(PC[i] < C[j]) \n",
    "for i in Patients:\n",
    "    model.addConstr(Pen3[i] == quicksum(Y3[i,j] * W[2] * X[i,j,k] for j in Rooms for k in Days))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "9e20ec8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Penalty 4: Penalize the situation of which the patient do not have the needed specialism.\n",
    "for i in Patients:\n",
    "    not_satisfied_sp = {}\n",
    "    for j in Rooms:\n",
    "        not_satisfied_sp[j] = sum(np.subtract([PS[i,l] for l in Specialisms], [PS[i,l] and RS[j,l] for l in Specialisms]))\n",
    "    model.addConstr(Pen4[i] == sum(not_satisfied_sp[j] * W[3] * sum(X[i,j,k] for k in Days) for j in Rooms))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "3a5ffbf0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Penalty 5: Penalize the total number of transfers of each patient because we want to minimize this situation.\n",
    "for i in Patients:\n",
    "    model.addConstr(Pen5[i] == quicksum(t[i,j,k] for j in Rooms for k in Days) * W[4])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "8f40d4ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Penalty 6: Penalize the situation of delayed admission of each patient according to their delayed days and severity level.\n",
    "for i in Patients:\n",
    "    model.addConstr(Pen6[i] == (ADReal[i] - AD[i]) * Severity[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "dea4a4f7",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Set parameter TimeLimit to value 300\n",
      "Gurobi Optimizer version 9.5.2 build v9.5.2rc0 (mac64[x86])\n",
      "Thread count: 2 physical cores, 4 logical processors, using up to 4 threads\n",
      "Optimize a model with 714897 rows, 567352 columns and 2513121 nonzeros\n",
      "Model fingerprint: 0x21aafe57\n",
      "Model has 822822 quadratic constraints\n",
      "Variable types: 822 continuous, 566530 integer (566256 binary)\n",
      "Coefficient statistics:\n",
      "  Matrix range     [8e-01, 1e+04]\n",
      "  QMatrix range    [1e+00, 1e+00]\n",
      "  QLMatrix range   [1e+00, 5e+01]\n",
      "  Objective range  [1e+00, 1e+00]\n",
      "  Bounds range     [1e+00, 1e+00]\n",
      "  RHS range        [1e-03, 1e+04]\n",
      "Presolve removed 682063 rows and 278130 columns (presolve time = 5s) ...\n",
      "Presolve removed 685080 rows and 278130 columns (presolve time = 10s) ...\n",
      "Presolve removed 690977 rows and 278130 columns (presolve time = 16s) ...\n",
      "Presolve removed 697011 rows and 278130 columns (presolve time = 20s) ...\n",
      "Presolve removed 445662 rows and 278130 columns\n",
      "Presolve time: 23.69s\n",
      "Presolved: 548983 rows, 429096 columns, 1891222 nonzeros\n",
      "Variable types: 0 continuous, 429096 integer (288948 binary)\n",
      "Found heuristic solution: objective 67430.800000\n",
      "\n",
      "Deterministic concurrent LP optimizer: primal and dual simplex\n",
      "Showing first log only...\n",
      "\n",
      "\n",
      "Root simplex log...\n",
      "\n",
      "Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "       0    8.5487400e+04   1.973887e+03   1.443420e+10    110s\n",
      "   62628    9.2388606e+04   6.611476e+02   2.156217e+09    115s\n",
      "   69315    8.8983247e+04   6.469479e+02   2.098142e+09    120s\n",
      "   74727    8.7419911e+04   6.453473e+02   3.067442e+09    125s\n",
      "   78412    8.6994273e+04   6.446032e+02   1.735383e+09    130s\n",
      "   81688    8.6741192e+04   6.428926e+02   1.981524e+09    135s\n",
      "   92454    8.5921072e+04   6.319280e+02   6.705449e+09    140s\n",
      "  100296    8.5224303e+04   6.048570e+02   6.491190e+09    145s\n",
      "  107174    8.4572335e+04   5.587522e+02   5.379895e+09    150s\n",
      "  110996    8.4382666e+04   5.286922e+02   4.867406e+09    156s\n",
      "  114545    8.4281511e+04   5.075886e+02   9.739196e+09    160s\n",
      "  118640    8.3906646e+04   4.509668e+02   1.468875e+10    165s\n",
      "  122189    8.3632069e+04   4.174205e+02   1.723644e+10    170s\n",
      "  126011    8.3628193e+04   3.933723e+02   8.264106e+10    175s\n",
      "  129014    8.3552041e+04   3.664043e+02   1.702808e+10    180s\n",
      "  132017    8.3393013e+04   3.428950e+02   5.851269e+10    185s\n",
      "  135293    8.3262496e+04   3.066826e+02   2.133546e+10    190s\n",
      "  138296    8.2973338e+04   2.667384e+02   4.955662e+10    195s\n",
      "  141845    8.2628361e+04   2.323505e+02   1.665564e+10    200s\n",
      "  145121    8.2258553e+04   1.962789e+02   2.387081e+10    205s\n",
      "Concurrent spin time: 0.10s\n",
      "\n",
      "Solved with dual simplex\n",
      "\n",
      "Root relaxation: objective 2.487109e+03, 96742 iterations, 103.83 seconds (67.99 work units)\n",
      "Total elapsed time = 209.34s\n",
      "\n",
      "    Nodes    |    Current Node    |     Objective Bounds      |     Work\n",
      " Expl Unexpl |  Obj  Depth IntInf | Incumbent    BestBd   Gap | It/Node Time\n",
      "\n",
      "     0     0 2487.10866    0 4223 67430.8000 2487.10866  96.3%     -  214s\n",
      "H    0     0                    15029.200000 2487.10866  83.5%     -  215s\n",
      "H    0     0                    10338.600000 2487.10866  75.9%     -  218s\n",
      "     0     0          -    0      10338.6000 2487.10866  75.9%     -  300s\n",
      "\n",
      "Cutting planes:\n",
      "  Learned: 528\n",
      "  Gomory: 55\n",
      "  Cover: 1035\n",
      "  Clique: 11\n",
      "  MIR: 1472\n",
      "  StrongCG: 155\n",
      "  Zero half: 234\n",
      "  RLT: 464\n",
      "  Relax-and-lift: 805\n",
      "\n",
      "Explored 1 nodes (124576 simplex iterations) in 300.53 seconds (176.57 work units)\n",
      "Thread count was 4 (of 4 available processors)\n",
      "\n",
      "Solution count 3: 10338.6 15029.2 67430.8 \n",
      "\n",
      "Time limit reached\n",
      "Best objective 1.033860000000e+04, best bound 2.487200000000e+03, gap 75.9426%\n"
     ]
    }
   ],
   "source": [
    "model.params.TimeLimit = 5*60\n",
    "model.update()\n",
    "model.optimize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "bdb975d0",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient1InRoom116OnDay1 = 1\n",
      "Patient1InRoom116OnDay2 = 1\n",
      "Patient1InRoom116OnDay3 = 1\n",
      "Patient1InRoom116OnDay4 = 1\n",
      "Patient1InRoom116OnDay5 = 1\n",
      "Patient1InRoom116OnDay6 = 1\n",
      "Patient1InRoom116OnDay7 = 1\n",
      "Patient1InRoom116OnDay8 = 1\n",
      "Patient1InRoom116OnDay9 = 1\n",
      "Patient2InRoom121OnDay1 = 1\n",
      "Patient2InRoom121OnDay2 = 1\n",
      "Patient2InRoom121OnDay3 = 1\n",
      "Patient2InRoom121OnDay4 = 1\n",
      "Patient2InRoom121OnDay5 = 1\n",
      "Patient2InRoom121OnDay6 = 1\n",
      "Patient2InRoom121OnDay7 = 1\n",
      "Patient2InRoom121OnDay8 = 1\n",
      "Patient3InRoom14OnDay0 = 1\n",
      "Patient3InRoom14OnDay1 = 1\n",
      "Patient3InRoom14OnDay2 = 1\n",
      "Patient3InRoom14OnDay3 = 1\n",
      "Patient3InRoom14OnDay4 = 1\n",
      "Patient4InRoom225OnDay7 = 1\n",
      "Patient4InRoom225OnDay8 = 1\n",
      "Patient4InRoom226OnDay2 = 1\n",
      "Patient4InRoom226OnDay3 = 1\n",
      "Patient4InRoom226OnDay4 = 1\n",
      "Patient4InRoom226OnDay5 = 1\n",
      "Patient4InRoom226OnDay6 = 1\n",
      "Patient4InRoom234OnDay0 = 1\n",
      "Patient4InRoom234OnDay1 = 1\n",
      "Patient5InRoom223OnDay11 = 1\n",
      "Patient5InRoom223OnDay12 = 1\n",
      "Patient5InRoom237OnDay1 = 1\n",
      "Patient5InRoom237OnDay2 = 1\n",
      "Patient5InRoom237OnDay3 = 1\n",
      "Patient5InRoom237OnDay4 = 1\n",
      "Patient5InRoom237OnDay5 = 1\n",
      "Patient5InRoom237OnDay6 = 1\n",
      "Patient5InRoom237OnDay7 = 1\n",
      "Patient5InRoom237OnDay8 = 1\n",
      "Patient5InRoom237OnDay9 = 1\n",
      "Patient5InRoom237OnDay10 = 1\n",
      "Patient6InRoom16OnDay3 = 1\n",
      "Patient6InRoom16OnDay4 = 1\n",
      "Patient6InRoom16OnDay5 = 1\n",
      "Patient6InRoom16OnDay6 = 1\n",
      "Patient6InRoom119OnDay7 = 1\n",
      "Patient6InRoom119OnDay8 = 1\n",
      "Patient6InRoom119OnDay9 = 1\n",
      "Patient6InRoom119OnDay10 = 1\n",
      "Patient6InRoom119OnDay11 = 1\n",
      "Patient6InRoom119OnDay12 = 1\n",
      "Patient6InRoom119OnDay13 = 1\n",
      "Patient6InRoom119OnDay14 = 1\n",
      "Patient6InRoom119OnDay15 = 1\n",
      "Patient6InRoom119OnDay16 = 1\n",
      "Patient6InRoom119OnDay17 = 1\n",
      "Patient6InRoom119OnDay18 = 1\n",
      "Patient6InRoom119OnDay19 = 1\n",
      "Patient6InRoom119OnDay20 = 1\n",
      "Patient6InRoom119OnDay21 = 1\n",
      "Patient6InRoom119OnDay22 = 1\n",
      "Patient6InRoom119OnDay23 = 1\n",
      "Patient6InRoom119OnDay24 = 1\n",
      "Patient6InRoom119OnDay25 = 1\n",
      "Patient6InRoom119OnDay26 = 1\n",
      "Patient6InRoom119OnDay27 = 1\n",
      "Patient6InRoom119OnDay28 = 1\n",
      "Patient6InRoom119OnDay29 = 1\n",
      "Patient6InRoom119OnDay30 = 1\n",
      "Patient6InRoom119OnDay31 = 1\n",
      "Patient6InRoom119OnDay32 = 1\n",
      "Patient6InRoom119OnDay33 = 1\n",
      "Patient6InRoom119OnDay34 = 1\n",
      "Patient6InRoom119OnDay35 = 1\n",
      "Patient6InRoom119OnDay36 = 1\n",
      "Patient6InRoom119OnDay37 = 1\n",
      "Patient6InRoom119OnDay38 = 1\n",
      "Patient6InRoom119OnDay39 = 1\n",
      "Patient6InRoom119OnDay40 = 1\n",
      "Patient6InRoom119OnDay41 = 1\n",
      "Patient6InRoom119OnDay42 = 1\n",
      "Patient7InRoom226OnDay9 = 1\n",
      "Patient7InRoom229OnDay11 = 1\n",
      "Patient7InRoom229OnDay12 = 1\n",
      "Patient7InRoom231OnDay13 = 1\n",
      "Patient7InRoom236OnDay10 = 1\n",
      "Patient7InRoom237OnDay8 = 1\n",
      "Patient7InRoom240OnDay6 = 1\n",
      "Patient7InRoom240OnDay7 = 1\n",
      "Patient8InRoom234OnDay0 = 1\n",
      "Patient8InRoom234OnDay1 = 1\n",
      "Patient8InRoom234OnDay2 = 1\n",
      "Patient8InRoom234OnDay3 = 1\n",
      "Patient8InRoom234OnDay4 = 1\n",
      "Patient8InRoom234OnDay5 = 1\n",
      "Patient8InRoom234OnDay6 = 1\n",
      "Patient8InRoom234OnDay7 = 1\n",
      "Patient8InRoom234OnDay8 = 1\n",
      "Patient8InRoom234OnDay9 = 1\n",
      "Patient10InRoom238OnDay0 = 1\n",
      "Patient10InRoom238OnDay1 = 1\n",
      "Patient10InRoom238OnDay2 = 1\n",
      "Patient10InRoom238OnDay3 = 1\n",
      "Patient10InRoom238OnDay4 = 1\n",
      "Patient10InRoom238OnDay5 = 1\n",
      "Patient10InRoom238OnDay6 = 1\n",
      "Patient10InRoom238OnDay7 = 1\n",
      "Patient10InRoom238OnDay8 = 1\n",
      "Patient10InRoom238OnDay9 = 1\n",
      "Patient11InRoom121OnDay0 = 1\n",
      "Patient11InRoom121OnDay1 = 1\n",
      "Patient11InRoom121OnDay2 = 1\n",
      "Patient11InRoom121OnDay3 = 1\n",
      "Patient11InRoom121OnDay4 = 1\n",
      "Patient11InRoom121OnDay5 = 1\n",
      "Patient12InRoom111OnDay3 = 1\n",
      "Patient12InRoom111OnDay4 = 1\n",
      "Patient12InRoom120OnDay5 = 1\n",
      "Patient12InRoom120OnDay6 = 1\n",
      "Patient12InRoom120OnDay7 = 1\n",
      "Patient13InRoom227OnDay5 = 1\n",
      "Patient13InRoom229OnDay0 = 1\n",
      "Patient13InRoom229OnDay1 = 1\n",
      "Patient13InRoom229OnDay2 = 1\n",
      "Patient13InRoom229OnDay3 = 1\n",
      "Patient13InRoom229OnDay4 = 1\n",
      "Patient13InRoom229OnDay6 = 1\n",
      "Patient14InRoom224OnDay8 = 1\n",
      "Patient14InRoom224OnDay21 = 1\n",
      "Patient14InRoom224OnDay22 = 1\n",
      "Patient14InRoom224OnDay23 = 1\n",
      "Patient14InRoom224OnDay24 = 1\n",
      "Patient14InRoom224OnDay25 = 1\n",
      "Patient14InRoom224OnDay26 = 1\n",
      "Patient14InRoom224OnDay27 = 1\n",
      "Patient14InRoom224OnDay28 = 1\n",
      "Patient14InRoom224OnDay29 = 1\n",
      "Patient14InRoom224OnDay30 = 1\n",
      "Patient14InRoom224OnDay31 = 1\n",
      "Patient14InRoom224OnDay32 = 1\n",
      "Patient14InRoom224OnDay33 = 1\n",
      "Patient14InRoom224OnDay34 = 1\n",
      "Patient14InRoom224OnDay35 = 1\n",
      "Patient14InRoom224OnDay36 = 1\n",
      "Patient14InRoom224OnDay37 = 1\n",
      "Patient14InRoom224OnDay38 = 1\n",
      "Patient14InRoom224OnDay39 = 1\n",
      "Patient14InRoom238OnDay40 = 1\n",
      "Patient14InRoom238OnDay41 = 1\n",
      "Patient14InRoom238OnDay42 = 1\n",
      "Patient14InRoom241OnDay9 = 1\n",
      "Patient14InRoom241OnDay10 = 1\n",
      "Patient14InRoom241OnDay11 = 1\n",
      "Patient14InRoom241OnDay12 = 1\n",
      "Patient14InRoom241OnDay13 = 1\n",
      "Patient14InRoom241OnDay14 = 1\n",
      "Patient14InRoom241OnDay15 = 1\n",
      "Patient14InRoom241OnDay16 = 1\n",
      "Patient14InRoom241OnDay17 = 1\n",
      "Patient14InRoom241OnDay18 = 1\n",
      "Patient14InRoom241OnDay19 = 1\n",
      "Patient14InRoom241OnDay20 = 1\n",
      "Patient15InRoom228OnDay3 = 1\n",
      "Patient15InRoom229OnDay4 = 1\n",
      "Patient15InRoom229OnDay5 = 1\n",
      "Patient15InRoom234OnDay0 = 1\n",
      "Patient15InRoom234OnDay1 = 1\n",
      "Patient15InRoom234OnDay2 = 1\n",
      "Patient17InRoom119OnDay0 = 1\n",
      "Patient17InRoom119OnDay1 = 1\n",
      "Patient17InRoom119OnDay2 = 1\n",
      "Patient17InRoom119OnDay3 = 1\n",
      "Patient17InRoom119OnDay4 = 1\n",
      "Patient17InRoom119OnDay5 = 1\n",
      "Patient17InRoom119OnDay6 = 1\n",
      "Patient17InRoom119OnDay7 = 1\n",
      "Patient17InRoom119OnDay8 = 1\n",
      "Patient17InRoom119OnDay9 = 1\n",
      "Patient17InRoom119OnDay10 = 1\n",
      "Patient18InRoom118OnDay0 = 1\n",
      "Patient18InRoom118OnDay1 = 1\n",
      "Patient18InRoom118OnDay2 = 1\n",
      "Patient19InRoom119OnDay0 = 1\n",
      "Patient19InRoom119OnDay1 = 1\n",
      "Patient19InRoom119OnDay2 = 1\n",
      "Patient19InRoom119OnDay3 = 1\n",
      "Patient19InRoom119OnDay4 = 1\n",
      "Patient19InRoom119OnDay5 = 1\n",
      "Patient19InRoom119OnDay6 = 1\n",
      "Patient19InRoom119OnDay7 = 1\n",
      "Patient19InRoom119OnDay8 = 1\n",
      "Patient19InRoom119OnDay9 = 1\n",
      "Patient19InRoom119OnDay10 = 1\n",
      "Patient19InRoom119OnDay11 = 1\n",
      "Patient19InRoom119OnDay12 = 1\n",
      "Patient19InRoom119OnDay13 = 1\n",
      "Patient19InRoom119OnDay14 = 1\n",
      "Patient19InRoom119OnDay15 = 1\n",
      "Patient19InRoom119OnDay16 = 1\n",
      "Patient19InRoom119OnDay17 = 1\n",
      "Patient20InRoom110OnDay0 = 1\n",
      "Patient20InRoom110OnDay1 = 1\n",
      "Patient20InRoom110OnDay2 = 1\n",
      "Patient20InRoom110OnDay3 = 1\n",
      "Patient20InRoom110OnDay4 = 1\n",
      "Patient20InRoom110OnDay5 = 1\n",
      "Patient20InRoom110OnDay6 = 1\n",
      "Patient21InRoom235OnDay0 = 1\n",
      "Patient21InRoom235OnDay1 = 1\n",
      "Patient22InRoom237OnDay1 = 1\n",
      "Patient22InRoom237OnDay2 = 1\n",
      "Patient22InRoom237OnDay3 = 1\n",
      "Patient22InRoom237OnDay4 = 1\n",
      "Patient22InRoom237OnDay5 = 1\n",
      "Patient23InRoom231OnDay0 = 1\n",
      "Patient23InRoom231OnDay1 = 1\n",
      "Patient23InRoom231OnDay2 = 1\n",
      "Patient24InRoom112OnDay1 = 1\n",
      "Patient24InRoom112OnDay2 = 1\n",
      "Patient24InRoom112OnDay3 = 1\n",
      "Patient24InRoom112OnDay4 = 1\n",
      "Patient24InRoom112OnDay5 = 1\n",
      "Patient24InRoom112OnDay6 = 1\n",
      "Patient24InRoom112OnDay7 = 1\n",
      "Patient25InRoom19OnDay0 = 1\n",
      "Patient25InRoom19OnDay1 = 1\n",
      "Patient25InRoom19OnDay2 = 1\n",
      "Patient25InRoom19OnDay3 = 1\n",
      "Patient25InRoom19OnDay4 = 1\n",
      "Patient25InRoom19OnDay5 = 1\n",
      "Patient25InRoom19OnDay6 = 1\n",
      "Patient25InRoom19OnDay7 = 1\n",
      "Patient25InRoom19OnDay8 = 1\n",
      "Patient25InRoom19OnDay9 = 1\n",
      "Patient25InRoom19OnDay10 = 1\n",
      "Patient25InRoom19OnDay11 = 1\n",
      "Patient25InRoom19OnDay12 = 1\n",
      "Patient25InRoom19OnDay13 = 1\n",
      "Patient26InRoom110OnDay0 = 1\n",
      "Patient26InRoom110OnDay1 = 1\n",
      "Patient26InRoom110OnDay2 = 1\n",
      "Patient26InRoom110OnDay3 = 1\n",
      "Patient26InRoom110OnDay4 = 1\n",
      "Patient26InRoom110OnDay5 = 1\n",
      "Patient26InRoom110OnDay6 = 1\n",
      "Patient26InRoom110OnDay7 = 1\n",
      "Patient27InRoom231OnDay3 = 1\n",
      "Patient27InRoom237OnDay4 = 1\n",
      "Patient27InRoom237OnDay5 = 1\n",
      "Patient27InRoom237OnDay6 = 1\n",
      "Patient28InRoom224OnDay0 = 1\n",
      "Patient28InRoom224OnDay1 = 1\n",
      "Patient28InRoom235OnDay2 = 1\n",
      "Patient28InRoom235OnDay3 = 1\n",
      "Patient28InRoom235OnDay4 = 1\n",
      "Patient28InRoom235OnDay5 = 1\n",
      "Patient28InRoom235OnDay6 = 1\n",
      "Patient29InRoom116OnDay1 = 1\n",
      "Patient29InRoom116OnDay2 = 1\n",
      "Patient29InRoom116OnDay3 = 1\n",
      "Patient29InRoom116OnDay4 = 1\n",
      "Patient29InRoom116OnDay5 = 1\n",
      "Patient29InRoom116OnDay6 = 1\n",
      "Patient30InRoom222OnDay7 = 1\n",
      "Patient30InRoom227OnDay29 = 1\n",
      "Patient30InRoom227OnDay30 = 1\n",
      "Patient30InRoom227OnDay31 = 1\n",
      "Patient30InRoom227OnDay32 = 1\n",
      "Patient30InRoom227OnDay33 = 1\n",
      "Patient30InRoom227OnDay34 = 1\n",
      "Patient30InRoom227OnDay35 = 1\n",
      "Patient30InRoom227OnDay36 = 1\n",
      "Patient30InRoom227OnDay42 = 1\n",
      "Patient30InRoom227OnDay43 = 1\n",
      "Patient30InRoom227OnDay44 = 1\n",
      "Patient30InRoom227OnDay45 = 1\n",
      "Patient30InRoom227OnDay46 = 1\n",
      "Patient30InRoom228OnDay0 = 1\n",
      "Patient30InRoom228OnDay1 = 1\n",
      "Patient30InRoom228OnDay2 = 1\n",
      "Patient30InRoom229OnDay6 = 1\n",
      "Patient30InRoom229OnDay21 = 1\n",
      "Patient30InRoom229OnDay22 = 1\n",
      "Patient30InRoom229OnDay23 = 1\n",
      "Patient30InRoom229OnDay37 = 1\n",
      "Patient30InRoom229OnDay38 = 1\n",
      "Patient30InRoom229OnDay39 = 1\n",
      "Patient30InRoom229OnDay40 = 1\n",
      "Patient30InRoom229OnDay41 = 1\n",
      "Patient30InRoom231OnDay4 = 1\n",
      "Patient30InRoom231OnDay5 = 1\n",
      "Patient30InRoom231OnDay16 = 1\n",
      "Patient30InRoom231OnDay17 = 1\n",
      "Patient30InRoom231OnDay18 = 1\n",
      "Patient30InRoom231OnDay24 = 1\n",
      "Patient30InRoom231OnDay25 = 1\n",
      "Patient30InRoom231OnDay26 = 1\n",
      "Patient30InRoom231OnDay27 = 1\n",
      "Patient30InRoom231OnDay28 = 1\n",
      "Patient30InRoom234OnDay9 = 1\n",
      "Patient30InRoom234OnDay10 = 1\n",
      "Patient30InRoom234OnDay11 = 1\n",
      "Patient30InRoom234OnDay19 = 1\n",
      "Patient30InRoom234OnDay20 = 1\n",
      "Patient30InRoom236OnDay12 = 1\n",
      "Patient30InRoom236OnDay13 = 1\n",
      "Patient30InRoom240OnDay14 = 1\n",
      "Patient30InRoom240OnDay15 = 1\n",
      "Patient30InRoom241OnDay3 = 1\n",
      "Patient30InRoom241OnDay8 = 1\n",
      "Patient31InRoom228OnDay0 = 1\n",
      "Patient31InRoom228OnDay1 = 1\n",
      "Patient31InRoom228OnDay2 = 1\n",
      "Patient31InRoom228OnDay3 = 1\n",
      "Patient31InRoom228OnDay4 = 1\n",
      "Patient31InRoom228OnDay5 = 1\n",
      "Patient31InRoom228OnDay6 = 1\n",
      "Patient31InRoom228OnDay8 = 1\n",
      "Patient31InRoom228OnDay9 = 1\n",
      "Patient31InRoom228OnDay12 = 1\n",
      "Patient31InRoom228OnDay13 = 1\n",
      "Patient31InRoom229OnDay7 = 1\n",
      "Patient31InRoom236OnDay10 = 1\n",
      "Patient31InRoom236OnDay11 = 1\n",
      "Patient32InRoom15OnDay12 = 1\n",
      "Patient32InRoom15OnDay13 = 1\n",
      "Patient32InRoom15OnDay14 = 1\n",
      "Patient32InRoom15OnDay15 = 1\n",
      "Patient32InRoom112OnDay4 = 1\n",
      "Patient32InRoom113OnDay6 = 1\n",
      "Patient32InRoom113OnDay7 = 1\n",
      "Patient32InRoom113OnDay8 = 1\n",
      "Patient32InRoom113OnDay9 = 1\n",
      "Patient32InRoom113OnDay10 = 1\n",
      "Patient32InRoom113OnDay11 = 1\n",
      "Patient32InRoom117OnDay0 = 1\n",
      "Patient32InRoom117OnDay1 = 1\n",
      "Patient32InRoom117OnDay2 = 1\n",
      "Patient32InRoom117OnDay3 = 1\n",
      "Patient32InRoom227OnDay5 = 1\n",
      "Patient33InRoom116OnDay1 = 1\n",
      "Patient33InRoom116OnDay2 = 1\n",
      "Patient33InRoom116OnDay3 = 1\n",
      "Patient33InRoom116OnDay4 = 1\n",
      "Patient33InRoom116OnDay5 = 1\n",
      "Patient33InRoom116OnDay6 = 1\n",
      "Patient34InRoom224OnDay4 = 1\n",
      "Patient34InRoom224OnDay6 = 1\n",
      "Patient34InRoom232OnDay5 = 1\n",
      "Patient34InRoom233OnDay2 = 1\n",
      "Patient34InRoom233OnDay3 = 1\n",
      "Patient35InRoom230OnDay1 = 1\n",
      "Patient37InRoom224OnDay2 = 1\n",
      "Patient37InRoom227OnDay0 = 1\n",
      "Patient37InRoom227OnDay1 = 1\n",
      "Patient38InRoom222OnDay1 = 1\n",
      "Patient38InRoom222OnDay2 = 1\n",
      "Patient38InRoom222OnDay3 = 1\n",
      "Patient38InRoom222OnDay4 = 1\n",
      "Patient38InRoom222OnDay5 = 1\n",
      "Patient38InRoom223OnDay10 = 1\n",
      "Patient38InRoom227OnDay6 = 1\n",
      "Patient38InRoom227OnDay7 = 1\n",
      "Patient38InRoom227OnDay9 = 1\n",
      "Patient38InRoom229OnDay8 = 1\n",
      "Patient40InRoom225OnDay11 = 1\n",
      "Patient40InRoom225OnDay12 = 1\n",
      "Patient40InRoom227OnDay16 = 1\n",
      "Patient40InRoom227OnDay17 = 1\n",
      "Patient40InRoom227OnDay24 = 1\n",
      "Patient40InRoom227OnDay25 = 1\n",
      "Patient40InRoom227OnDay26 = 1\n",
      "Patient40InRoom227OnDay27 = 1\n",
      "Patient40InRoom227OnDay28 = 1\n",
      "Patient40InRoom227OnDay29 = 1\n",
      "Patient40InRoom227OnDay30 = 1\n",
      "Patient40InRoom227OnDay31 = 1\n",
      "Patient40InRoom227OnDay32 = 1\n",
      "Patient40InRoom227OnDay33 = 1\n",
      "Patient40InRoom227OnDay34 = 1\n",
      "Patient40InRoom227OnDay37 = 1\n",
      "Patient40InRoom227OnDay38 = 1\n",
      "Patient40InRoom227OnDay39 = 1\n",
      "Patient40InRoom227OnDay40 = 1\n",
      "Patient40InRoom227OnDay41 = 1\n",
      "Patient40InRoom227OnDay42 = 1\n",
      "Patient40InRoom227OnDay43 = 1\n",
      "Patient40InRoom228OnDay18 = 1\n",
      "Patient40InRoom228OnDay19 = 1\n",
      "Patient40InRoom228OnDay20 = 1\n",
      "Patient40InRoom231OnDay35 = 1\n",
      "Patient40InRoom231OnDay36 = 1\n",
      "Patient40InRoom234OnDay13 = 1\n",
      "Patient40InRoom234OnDay14 = 1\n",
      "Patient40InRoom234OnDay15 = 1\n",
      "Patient40InRoom237OnDay7 = 1\n",
      "Patient40InRoom237OnDay8 = 1\n",
      "Patient40InRoom241OnDay9 = 1\n",
      "Patient40InRoom241OnDay10 = 1\n",
      "Patient40InRoom241OnDay21 = 1\n",
      "Patient40InRoom241OnDay22 = 1\n",
      "Patient40InRoom241OnDay23 = 1\n",
      "Patient42InRoom242OnDay1 = 1\n",
      "Patient42InRoom242OnDay2 = 1\n",
      "Patient42InRoom242OnDay3 = 1\n",
      "Patient43InRoom119OnDay1 = 1\n",
      "Patient43InRoom119OnDay2 = 1\n",
      "Patient43InRoom119OnDay3 = 1\n",
      "Patient43InRoom119OnDay4 = 1\n",
      "Patient43InRoom119OnDay5 = 1\n",
      "Patient43InRoom119OnDay6 = 1\n",
      "Patient44InRoom17OnDay4 = 1\n",
      "Patient44InRoom17OnDay5 = 1\n",
      "Patient44InRoom114OnDay7 = 1\n",
      "Patient44InRoom114OnDay8 = 1\n",
      "Patient44InRoom117OnDay1 = 1\n",
      "Patient44InRoom117OnDay2 = 1\n",
      "Patient44InRoom117OnDay3 = 1\n",
      "Patient44InRoom117OnDay6 = 1\n",
      "Patient44InRoom117OnDay9 = 1\n",
      "Patient44InRoom235OnDay10 = 1\n",
      "Patient45InRoom235OnDay11 = 1\n",
      "Patient45InRoom235OnDay12 = 1\n",
      "Patient45InRoom235OnDay13 = 1\n",
      "Patient45InRoom235OnDay14 = 1\n",
      "Patient45InRoom235OnDay15 = 1\n",
      "Patient45InRoom235OnDay16 = 1\n",
      "Patient45InRoom238OnDay8 = 1\n",
      "Patient45InRoom238OnDay9 = 1\n",
      "Patient45InRoom238OnDay10 = 1\n",
      "Patient46InRoom238OnDay1 = 1\n",
      "Patient46InRoom238OnDay2 = 1\n",
      "Patient46InRoom238OnDay3 = 1\n",
      "Patient46InRoom238OnDay4 = 1\n",
      "Patient46InRoom238OnDay5 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient46InRoom238OnDay6 = 1\n",
      "Patient46InRoom238OnDay7 = 1\n",
      "Patient46InRoom238OnDay8 = 1\n",
      "Patient46InRoom238OnDay9 = 1\n",
      "Patient46InRoom238OnDay10 = 1\n",
      "Patient47InRoom226OnDay8 = 1\n",
      "Patient47InRoom229OnDay7 = 1\n",
      "Patient47InRoom229OnDay9 = 1\n",
      "Patient47InRoom229OnDay10 = 1\n",
      "Patient47InRoom241OnDay2 = 1\n",
      "Patient47InRoom241OnDay3 = 1\n",
      "Patient47InRoom241OnDay4 = 1\n",
      "Patient47InRoom241OnDay5 = 1\n",
      "Patient47InRoom241OnDay11 = 1\n",
      "Patient47InRoom241OnDay12 = 1\n",
      "Patient47InRoom242OnDay6 = 1\n",
      "Patient47InRoom242OnDay13 = 1\n",
      "Patient47InRoom242OnDay14 = 1\n",
      "Patient48InRoom225OnDay4 = 1\n",
      "Patient48InRoom225OnDay5 = 1\n",
      "Patient48InRoom227OnDay10 = 1\n",
      "Patient48InRoom227OnDay23 = 1\n",
      "Patient48InRoom227OnDay24 = 1\n",
      "Patient48InRoom228OnDay28 = 1\n",
      "Patient48InRoom228OnDay29 = 1\n",
      "Patient48InRoom228OnDay30 = 1\n",
      "Patient48InRoom228OnDay31 = 1\n",
      "Patient48InRoom228OnDay32 = 1\n",
      "Patient48InRoom228OnDay33 = 1\n",
      "Patient48InRoom228OnDay34 = 1\n",
      "Patient48InRoom228OnDay35 = 1\n",
      "Patient48InRoom228OnDay36 = 1\n",
      "Patient48InRoom228OnDay37 = 1\n",
      "Patient48InRoom228OnDay38 = 1\n",
      "Patient48InRoom228OnDay39 = 1\n",
      "Patient48InRoom228OnDay40 = 1\n",
      "Patient48InRoom228OnDay41 = 1\n",
      "Patient48InRoom228OnDay42 = 1\n",
      "Patient48InRoom229OnDay15 = 1\n",
      "Patient48InRoom229OnDay16 = 1\n",
      "Patient48InRoom229OnDay17 = 1\n",
      "Patient48InRoom229OnDay18 = 1\n",
      "Patient48InRoom229OnDay19 = 1\n",
      "Patient48InRoom229OnDay20 = 1\n",
      "Patient48InRoom229OnDay21 = 1\n",
      "Patient48InRoom229OnDay22 = 1\n",
      "Patient48InRoom231OnDay11 = 1\n",
      "Patient48InRoom231OnDay12 = 1\n",
      "Patient48InRoom231OnDay25 = 1\n",
      "Patient48InRoom231OnDay26 = 1\n",
      "Patient48InRoom231OnDay27 = 1\n",
      "Patient48InRoom236OnDay8 = 1\n",
      "Patient48InRoom236OnDay9 = 1\n",
      "Patient48InRoom237OnDay6 = 1\n",
      "Patient48InRoom237OnDay7 = 1\n",
      "Patient48InRoom241OnDay13 = 1\n",
      "Patient48InRoom241OnDay14 = 1\n",
      "Patient49InRoom120OnDay1 = 1\n",
      "Patient49InRoom120OnDay2 = 1\n",
      "Patient49InRoom120OnDay3 = 1\n",
      "Patient49InRoom120OnDay4 = 1\n",
      "Patient49InRoom120OnDay5 = 1\n",
      "Patient49InRoom239OnDay6 = 1\n",
      "Patient49InRoom239OnDay7 = 1\n",
      "Patient49InRoom239OnDay8 = 1\n",
      "Patient49InRoom239OnDay9 = 1\n",
      "Patient49InRoom239OnDay10 = 1\n",
      "Patient49InRoom239OnDay11 = 1\n",
      "Patient49InRoom239OnDay12 = 1\n",
      "Patient51InRoom223OnDay6 = 1\n",
      "Patient51InRoom224OnDay7 = 1\n",
      "Patient51InRoom233OnDay1 = 1\n",
      "Patient51InRoom233OnDay2 = 1\n",
      "Patient51InRoom233OnDay3 = 1\n",
      "Patient51InRoom233OnDay4 = 1\n",
      "Patient51InRoom233OnDay5 = 1\n",
      "Patient53InRoom229OnDay3 = 1\n",
      "Patient53InRoom235OnDay1 = 1\n",
      "Patient53InRoom235OnDay2 = 1\n",
      "Patient54InRoom234OnDay2 = 1\n",
      "Patient54InRoom234OnDay3 = 1\n",
      "Patient54InRoom240OnDay4 = 1\n",
      "Patient54InRoom240OnDay5 = 1\n",
      "Patient54InRoom240OnDay6 = 1\n",
      "Patient54InRoom240OnDay7 = 1\n",
      "Patient55InRoom233OnDay5 = 1\n",
      "Patient55InRoom239OnDay2 = 1\n",
      "Patient55InRoom239OnDay3 = 1\n",
      "Patient55InRoom239OnDay4 = 1\n",
      "Patient56InRoom113OnDay2 = 1\n",
      "Patient56InRoom113OnDay3 = 1\n",
      "Patient56InRoom113OnDay4 = 1\n",
      "Patient56InRoom113OnDay5 = 1\n",
      "Patient56InRoom113OnDay6 = 1\n",
      "Patient56InRoom116OnDay7 = 1\n",
      "Patient58InRoom231OnDay7 = 1\n",
      "Patient58InRoom231OnDay8 = 1\n",
      "Patient58InRoom231OnDay9 = 1\n",
      "Patient58InRoom231OnDay10 = 1\n",
      "Patient58InRoom231OnDay11 = 1\n",
      "Patient58InRoom231OnDay12 = 1\n",
      "Patient58InRoom231OnDay13 = 1\n",
      "Patient58InRoom231OnDay14 = 1\n",
      "Patient58InRoom231OnDay15 = 1\n",
      "Patient58InRoom240OnDay4 = 1\n",
      "Patient58InRoom240OnDay5 = 1\n",
      "Patient58InRoom240OnDay6 = 1\n",
      "Patient59InRoom223OnDay4 = 1\n",
      "Patient59InRoom223OnDay5 = 1\n",
      "Patient59InRoom239OnDay2 = 1\n",
      "Patient59InRoom239OnDay3 = 1\n",
      "Patient60InRoom113OnDay1 = 1\n",
      "Patient60InRoom113OnDay2 = 1\n",
      "Patient60InRoom113OnDay3 = 1\n",
      "Patient60InRoom113OnDay4 = 1\n",
      "Patient60InRoom113OnDay5 = 1\n",
      "Patient60InRoom117OnDay6 = 1\n",
      "Patient61InRoom235OnDay2 = 1\n",
      "Patient61InRoom235OnDay3 = 1\n",
      "Patient62InRoom242OnDay1 = 1\n",
      "Patient62InRoom242OnDay2 = 1\n",
      "Patient62InRoom242OnDay3 = 1\n",
      "Patient62InRoom242OnDay4 = 1\n",
      "Patient62InRoom242OnDay5 = 1\n",
      "Patient62InRoom242OnDay6 = 1\n",
      "Patient62InRoom242OnDay7 = 1\n",
      "Patient62InRoom242OnDay8 = 1\n",
      "Patient62InRoom242OnDay9 = 1\n",
      "Patient62InRoom242OnDay10 = 1\n",
      "Patient62InRoom242OnDay11 = 1\n",
      "Patient62InRoom242OnDay12 = 1\n",
      "Patient62InRoom242OnDay13 = 1\n",
      "Patient62InRoom242OnDay14 = 1\n",
      "Patient62InRoom242OnDay15 = 1\n",
      "Patient62InRoom242OnDay16 = 1\n",
      "Patient62InRoom242OnDay17 = 1\n",
      "Patient62InRoom242OnDay18 = 1\n",
      "Patient62InRoom242OnDay19 = 1\n",
      "Patient63InRoom13OnDay1 = 1\n",
      "Patient63InRoom13OnDay2 = 1\n",
      "Patient63InRoom13OnDay3 = 1\n",
      "Patient64InRoom121OnDay1 = 1\n",
      "Patient64InRoom121OnDay2 = 1\n",
      "Patient64InRoom121OnDay3 = 1\n",
      "Patient64InRoom121OnDay4 = 1\n",
      "Patient64InRoom121OnDay5 = 1\n",
      "Patient64InRoom121OnDay6 = 1\n",
      "Patient64InRoom121OnDay7 = 1\n",
      "Patient64InRoom121OnDay8 = 1\n",
      "Patient64InRoom121OnDay9 = 1\n",
      "Patient64InRoom121OnDay10 = 1\n",
      "Patient65InRoom11OnDay1 = 1\n",
      "Patient65InRoom11OnDay2 = 1\n",
      "Patient65InRoom118OnDay3 = 1\n",
      "Patient65InRoom118OnDay4 = 1\n",
      "Patient65InRoom118OnDay5 = 1\n",
      "Patient65InRoom118OnDay6 = 1\n",
      "Patient65InRoom118OnDay7 = 1\n",
      "Patient65InRoom118OnDay8 = 1\n",
      "Patient65InRoom118OnDay9 = 1\n",
      "Patient65InRoom118OnDay10 = 1\n",
      "Patient65InRoom118OnDay11 = 1\n",
      "Patient66InRoom224OnDay5 = 1\n",
      "Patient66InRoom233OnDay6 = 1\n",
      "Patient66InRoom241OnDay1 = 1\n",
      "Patient66InRoom241OnDay2 = 1\n",
      "Patient66InRoom241OnDay3 = 1\n",
      "Patient66InRoom241OnDay4 = 1\n",
      "Patient66InRoom241OnDay7 = 1\n",
      "Patient67InRoom235OnDay1 = 1\n",
      "Patient67InRoom235OnDay2 = 1\n",
      "Patient67InRoom235OnDay3 = 1\n",
      "Patient67InRoom235OnDay4 = 1\n",
      "Patient67InRoom235OnDay5 = 1\n",
      "Patient67InRoom235OnDay6 = 1\n",
      "Patient67InRoom235OnDay7 = 1\n",
      "Patient67InRoom235OnDay8 = 1\n",
      "Patient67InRoom235OnDay9 = 1\n",
      "Patient67InRoom235OnDay10 = 1\n",
      "Patient67InRoom235OnDay11 = 1\n",
      "Patient67InRoom235OnDay12 = 1\n",
      "Patient67InRoom235OnDay13 = 1\n",
      "Patient67InRoom235OnDay14 = 1\n",
      "Patient67InRoom235OnDay15 = 1\n",
      "Patient69InRoom233OnDay2 = 1\n",
      "Patient69InRoom233OnDay3 = 1\n",
      "Patient69InRoom233OnDay4 = 1\n",
      "Patient69InRoom233OnDay6 = 1\n",
      "Patient69InRoom239OnDay5 = 1\n",
      "Patient69InRoom239OnDay7 = 1\n",
      "Patient70InRoom228OnDay14 = 1\n",
      "Patient70InRoom228OnDay15 = 1\n",
      "Patient70InRoom228OnDay16 = 1\n",
      "Patient70InRoom228OnDay17 = 1\n",
      "Patient70InRoom234OnDay12 = 1\n",
      "Patient70InRoom234OnDay13 = 1\n",
      "Patient70InRoom240OnDay8 = 1\n",
      "Patient70InRoom240OnDay9 = 1\n",
      "Patient70InRoom240OnDay10 = 1\n",
      "Patient70InRoom240OnDay11 = 1\n",
      "Patient70InRoom241OnDay6 = 1\n",
      "Patient70InRoom241OnDay7 = 1\n",
      "Patient70InRoom242OnDay5 = 1\n",
      "Patient71InRoom113OnDay1 = 1\n",
      "Patient71InRoom113OnDay2 = 1\n",
      "Patient71InRoom113OnDay3 = 1\n",
      "Patient71InRoom113OnDay4 = 1\n",
      "Patient71InRoom113OnDay5 = 1\n",
      "Patient71InRoom113OnDay6 = 1\n",
      "Patient71InRoom113OnDay7 = 1\n",
      "Patient71InRoom113OnDay8 = 1\n",
      "Patient72InRoom233OnDay1 = 1\n",
      "Patient72InRoom233OnDay2 = 1\n",
      "Patient72InRoom233OnDay3 = 1\n",
      "Patient72InRoom233OnDay4 = 1\n",
      "Patient72InRoom239OnDay5 = 1\n",
      "Patient73InRoom227OnDay9 = 1\n",
      "Patient73InRoom234OnDay1 = 1\n",
      "Patient73InRoom234OnDay2 = 1\n",
      "Patient73InRoom234OnDay3 = 1\n",
      "Patient73InRoom234OnDay4 = 1\n",
      "Patient73InRoom234OnDay5 = 1\n",
      "Patient73InRoom234OnDay6 = 1\n",
      "Patient73InRoom234OnDay7 = 1\n",
      "Patient73InRoom234OnDay8 = 1\n",
      "Patient73InRoom234OnDay10 = 1\n",
      "Patient73InRoom234OnDay11 = 1\n",
      "Patient73InRoom234OnDay12 = 1\n",
      "Patient73InRoom234OnDay13 = 1\n",
      "Patient73InRoom234OnDay14 = 1\n",
      "Patient73InRoom234OnDay15 = 1\n",
      "Patient75InRoom227OnDay3 = 1\n",
      "Patient75InRoom227OnDay7 = 1\n",
      "Patient75InRoom227OnDay8 = 1\n",
      "Patient75InRoom229OnDay2 = 1\n",
      "Patient75InRoom231OnDay6 = 1\n",
      "Patient75InRoom236OnDay4 = 1\n",
      "Patient75InRoom236OnDay5 = 1\n",
      "Patient76InRoom225OnDay9 = 1\n",
      "Patient76InRoom225OnDay10 = 1\n",
      "Patient76InRoom225OnDay13 = 1\n",
      "Patient76InRoom225OnDay14 = 1\n",
      "Patient76InRoom225OnDay15 = 1\n",
      "Patient76InRoom225OnDay16 = 1\n",
      "Patient76InRoom225OnDay17 = 1\n",
      "Patient76InRoom227OnDay18 = 1\n",
      "Patient76InRoom227OnDay19 = 1\n",
      "Patient76InRoom227OnDay20 = 1\n",
      "Patient76InRoom236OnDay7 = 1\n",
      "Patient76InRoom236OnDay8 = 1\n",
      "Patient76InRoom240OnDay11 = 1\n",
      "Patient76InRoom240OnDay12 = 1\n",
      "Patient77InRoom231OnDay1 = 1\n",
      "Patient77InRoom231OnDay2 = 1\n",
      "Patient78InRoom118OnDay3 = 1\n",
      "Patient78InRoom118OnDay4 = 1\n",
      "Patient78InRoom118OnDay5 = 1\n",
      "Patient78InRoom118OnDay6 = 1\n",
      "Patient78InRoom118OnDay7 = 1\n",
      "Patient78InRoom118OnDay8 = 1\n",
      "Patient78InRoom242OnDay1 = 1\n",
      "Patient78InRoom242OnDay2 = 1\n",
      "Patient79InRoom227OnDay4 = 1\n",
      "Patient79InRoom235OnDay5 = 1\n",
      "Patient79InRoom239OnDay6 = 1\n",
      "Patient79InRoom239OnDay7 = 1\n",
      "Patient79InRoom239OnDay8 = 1\n",
      "Patient79InRoom239OnDay9 = 1\n",
      "Patient80InRoom121OnDay2 = 1\n",
      "Patient80InRoom121OnDay3 = 1\n",
      "Patient80InRoom121OnDay4 = 1\n",
      "Patient80InRoom121OnDay5 = 1\n",
      "Patient80InRoom121OnDay6 = 1\n",
      "Patient80InRoom121OnDay7 = 1\n",
      "Patient80InRoom121OnDay8 = 1\n",
      "Patient80InRoom121OnDay9 = 1\n",
      "Patient80InRoom121OnDay10 = 1\n",
      "Patient80InRoom121OnDay11 = 1\n",
      "Patient80InRoom121OnDay12 = 1\n",
      "Patient80InRoom121OnDay13 = 1\n",
      "Patient80InRoom121OnDay14 = 1\n",
      "Patient80InRoom121OnDay15 = 1\n",
      "Patient81InRoom113OnDay2 = 1\n",
      "Patient81InRoom113OnDay3 = 1\n",
      "Patient81InRoom113OnDay4 = 1\n",
      "Patient81InRoom113OnDay5 = 1\n",
      "Patient81InRoom113OnDay6 = 1\n",
      "Patient81InRoom113OnDay7 = 1\n",
      "Patient81InRoom235OnDay8 = 1\n",
      "Patient81InRoom235OnDay9 = 1\n",
      "Patient81InRoom235OnDay10 = 1\n",
      "Patient81InRoom235OnDay11 = 1\n",
      "Patient81InRoom235OnDay12 = 1\n",
      "Patient81InRoom235OnDay13 = 1\n",
      "Patient81InRoom235OnDay14 = 1\n",
      "Patient81InRoom235OnDay15 = 1\n",
      "Patient81InRoom235OnDay16 = 1\n",
      "Patient81InRoom235OnDay17 = 1\n",
      "Patient81InRoom235OnDay18 = 1\n",
      "Patient81InRoom235OnDay19 = 1\n",
      "Patient81InRoom235OnDay20 = 1\n",
      "Patient81InRoom235OnDay21 = 1\n",
      "Patient82InRoom226OnDay10 = 1\n",
      "Patient82InRoom226OnDay11 = 1\n",
      "Patient82InRoom226OnDay12 = 1\n",
      "Patient82InRoom229OnDay13 = 1\n",
      "Patient82InRoom229OnDay14 = 1\n",
      "Patient82InRoom235OnDay9 = 1\n",
      "Patient82InRoom238OnDay6 = 1\n",
      "Patient82InRoom238OnDay7 = 1\n",
      "Patient82InRoom239OnDay8 = 1\n",
      "Patient82InRoom240OnDay4 = 1\n",
      "Patient82InRoom240OnDay5 = 1\n",
      "Patient83InRoom223OnDay7 = 1\n",
      "Patient83InRoom223OnDay8 = 1\n",
      "Patient83InRoom231OnDay3 = 1\n",
      "Patient83InRoom234OnDay4 = 1\n",
      "Patient83InRoom234OnDay5 = 1\n",
      "Patient83InRoom234OnDay6 = 1\n",
      "Patient83InRoom234OnDay12 = 1\n",
      "Patient83InRoom237OnDay9 = 1\n",
      "Patient83InRoom237OnDay10 = 1\n",
      "Patient83InRoom237OnDay11 = 1\n",
      "Patient84InRoom15OnDay2 = 1\n",
      "Patient84InRoom15OnDay3 = 1\n",
      "Patient84InRoom15OnDay4 = 1\n",
      "Patient84InRoom15OnDay5 = 1\n",
      "Patient84InRoom15OnDay6 = 1\n",
      "Patient84InRoom15OnDay7 = 1\n",
      "Patient84InRoom116OnDay8 = 1\n",
      "Patient85InRoom16OnDay7 = 1\n",
      "Patient85InRoom111OnDay8 = 1\n",
      "Patient85InRoom111OnDay9 = 1\n",
      "Patient85InRoom111OnDay10 = 1\n",
      "Patient85InRoom119OnDay11 = 1\n",
      "Patient85InRoom119OnDay12 = 1\n",
      "Patient85InRoom119OnDay13 = 1\n",
      "Patient85InRoom119OnDay14 = 1\n",
      "Patient85InRoom119OnDay15 = 1\n",
      "Patient85InRoom119OnDay16 = 1\n",
      "Patient85InRoom119OnDay17 = 1\n",
      "Patient85InRoom119OnDay18 = 1\n",
      "Patient85InRoom119OnDay19 = 1\n",
      "Patient85InRoom119OnDay20 = 1\n",
      "Patient85InRoom119OnDay21 = 1\n",
      "Patient85InRoom119OnDay22 = 1\n",
      "Patient85InRoom119OnDay23 = 1\n",
      "Patient85InRoom119OnDay24 = 1\n",
      "Patient85InRoom119OnDay25 = 1\n",
      "Patient85InRoom119OnDay26 = 1\n",
      "Patient85InRoom119OnDay27 = 1\n",
      "Patient85InRoom119OnDay28 = 1\n",
      "Patient85InRoom119OnDay29 = 1\n",
      "Patient85InRoom119OnDay30 = 1\n",
      "Patient85InRoom119OnDay31 = 1\n",
      "Patient85InRoom119OnDay32 = 1\n",
      "Patient85InRoom119OnDay33 = 1\n",
      "Patient85InRoom119OnDay34 = 1\n",
      "Patient85InRoom119OnDay35 = 1\n",
      "Patient85InRoom119OnDay36 = 1\n",
      "Patient85InRoom119OnDay37 = 1\n",
      "Patient85InRoom119OnDay38 = 1\n",
      "Patient85InRoom119OnDay39 = 1\n",
      "Patient85InRoom119OnDay40 = 1\n",
      "Patient85InRoom119OnDay41 = 1\n",
      "Patient85InRoom119OnDay42 = 1\n",
      "Patient85InRoom119OnDay43 = 1\n",
      "Patient85InRoom119OnDay44 = 1\n",
      "Patient85InRoom119OnDay45 = 1\n",
      "Patient85InRoom119OnDay46 = 1\n",
      "Patient85InRoom119OnDay47 = 1\n",
      "Patient86InRoom230OnDay7 = 1\n",
      "Patient86InRoom230OnDay8 = 1\n",
      "Patient86InRoom230OnDay9 = 1\n",
      "Patient86InRoom230OnDay10 = 1\n",
      "Patient86InRoom230OnDay11 = 1\n",
      "Patient86InRoom230OnDay12 = 1\n",
      "Patient86InRoom230OnDay13 = 1\n",
      "Patient86InRoom230OnDay14 = 1\n",
      "Patient86InRoom230OnDay15 = 1\n",
      "Patient86InRoom230OnDay16 = 1\n",
      "Patient86InRoom239OnDay3 = 1\n",
      "Patient86InRoom239OnDay4 = 1\n",
      "Patient86InRoom241OnDay5 = 1\n",
      "Patient86InRoom241OnDay6 = 1\n",
      "Patient87InRoom237OnDay6 = 1\n",
      "Patient87InRoom242OnDay3 = 1\n",
      "Patient87InRoom242OnDay4 = 1\n",
      "Patient87InRoom242OnDay5 = 1\n",
      "Patient87InRoom242OnDay7 = 1\n",
      "Patient87InRoom242OnDay8 = 1\n",
      "Patient87InRoom242OnDay9 = 1\n",
      "Patient87InRoom242OnDay10 = 1\n",
      "Patient87InRoom242OnDay11 = 1\n",
      "Patient87InRoom242OnDay12 = 1\n",
      "Patient87InRoom242OnDay13 = 1\n",
      "Patient87InRoom242OnDay14 = 1\n",
      "Patient87InRoom242OnDay15 = 1\n",
      "Patient87InRoom242OnDay16 = 1\n",
      "Patient87InRoom242OnDay17 = 1\n",
      "Patient88InRoom112OnDay5 = 1\n",
      "Patient88InRoom112OnDay6 = 1\n",
      "Patient88InRoom112OnDay7 = 1\n",
      "Patient88InRoom230OnDay2 = 1\n",
      "Patient88InRoom235OnDay3 = 1\n",
      "Patient88InRoom235OnDay4 = 1\n",
      "Patient89InRoom229OnDay9 = 1\n",
      "Patient89InRoom229OnDay10 = 1\n",
      "Patient89InRoom229OnDay11 = 1\n",
      "Patient89InRoom229OnDay12 = 1\n",
      "Patient89InRoom229OnDay13 = 1\n",
      "Patient89InRoom229OnDay14 = 1\n",
      "Patient89InRoom229OnDay15 = 1\n",
      "Patient89InRoom229OnDay16 = 1\n",
      "Patient89InRoom229OnDay17 = 1\n",
      "Patient89InRoom229OnDay18 = 1\n",
      "Patient89InRoom229OnDay19 = 1\n",
      "Patient89InRoom238OnDay2 = 1\n",
      "Patient89InRoom238OnDay3 = 1\n",
      "Patient89InRoom238OnDay4 = 1\n",
      "Patient89InRoom238OnDay5 = 1\n",
      "Patient89InRoom238OnDay6 = 1\n",
      "Patient89InRoom238OnDay7 = 1\n",
      "Patient89InRoom238OnDay8 = 1\n",
      "Patient91InRoom229OnDay5 = 1\n",
      "Patient92InRoom222OnDay40 = 1\n",
      "Patient92InRoom222OnDay41 = 1\n",
      "Patient92InRoom227OnDay25 = 1\n",
      "Patient92InRoom227OnDay26 = 1\n",
      "Patient92InRoom228OnDay21 = 1\n",
      "Patient92InRoom228OnDay22 = 1\n",
      "Patient92InRoom228OnDay23 = 1\n",
      "Patient92InRoom228OnDay33 = 1\n",
      "Patient92InRoom228OnDay34 = 1\n",
      "Patient92InRoom228OnDay35 = 1\n",
      "Patient92InRoom228OnDay36 = 1\n",
      "Patient92InRoom228OnDay37 = 1\n",
      "Patient92InRoom228OnDay38 = 1\n",
      "Patient92InRoom228OnDay39 = 1\n",
      "Patient92InRoom229OnDay24 = 1\n",
      "Patient92InRoom229OnDay27 = 1\n",
      "Patient92InRoom229OnDay28 = 1\n",
      "Patient92InRoom229OnDay29 = 1\n",
      "Patient92InRoom231OnDay30 = 1\n",
      "Patient92InRoom231OnDay31 = 1\n",
      "Patient92InRoom231OnDay32 = 1\n",
      "Patient92InRoom241OnDay8 = 1\n",
      "Patient92InRoom241OnDay9 = 1\n",
      "Patient92InRoom241OnDay10 = 1\n",
      "Patient92InRoom241OnDay11 = 1\n",
      "Patient92InRoom241OnDay12 = 1\n",
      "Patient92InRoom241OnDay13 = 1\n",
      "Patient92InRoom241OnDay14 = 1\n",
      "Patient92InRoom241OnDay15 = 1\n",
      "Patient92InRoom241OnDay16 = 1\n",
      "Patient92InRoom241OnDay17 = 1\n",
      "Patient92InRoom241OnDay18 = 1\n",
      "Patient92InRoom241OnDay19 = 1\n",
      "Patient92InRoom241OnDay20 = 1\n",
      "Patient93InRoom19OnDay2 = 1\n",
      "Patient93InRoom19OnDay3 = 1\n",
      "Patient93InRoom19OnDay4 = 1\n",
      "Patient93InRoom19OnDay5 = 1\n",
      "Patient93InRoom19OnDay6 = 1\n",
      "Patient93InRoom19OnDay7 = 1\n",
      "Patient93InRoom19OnDay8 = 1\n",
      "Patient93InRoom19OnDay9 = 1\n",
      "Patient93InRoom19OnDay10 = 1\n",
      "Patient93InRoom19OnDay11 = 1\n",
      "Patient93InRoom19OnDay12 = 1\n",
      "Patient93InRoom19OnDay13 = 1\n",
      "Patient93InRoom19OnDay14 = 1\n",
      "Patient93InRoom19OnDay15 = 1\n",
      "Patient93InRoom19OnDay16 = 1\n",
      "Patient94InRoom239OnDay3 = 1\n",
      "Patient94InRoom239OnDay4 = 1\n",
      "Patient94InRoom239OnDay5 = 1\n",
      "Patient94InRoom239OnDay6 = 1\n",
      "Patient94InRoom239OnDay7 = 1\n",
      "Patient94InRoom239OnDay9 = 1\n",
      "Patient94InRoom241OnDay8 = 1\n",
      "Patient95InRoom116OnDay2 = 1\n",
      "Patient95InRoom116OnDay3 = 1\n",
      "Patient95InRoom116OnDay4 = 1\n",
      "Patient95InRoom116OnDay5 = 1\n",
      "Patient95InRoom116OnDay6 = 1\n",
      "Patient95InRoom116OnDay7 = 1\n",
      "Patient95InRoom116OnDay8 = 1\n",
      "Patient96InRoom228OnDay6 = 1\n",
      "Patient96InRoom231OnDay7 = 1\n",
      "Patient96InRoom234OnDay8 = 1\n",
      "Patient96InRoom234OnDay9 = 1\n",
      "Patient96InRoom234OnDay11 = 1\n",
      "Patient96InRoom234OnDay12 = 1\n",
      "Patient96InRoom234OnDay13 = 1\n",
      "Patient96InRoom234OnDay14 = 1\n",
      "Patient96InRoom236OnDay5 = 1\n",
      "Patient96InRoom237OnDay15 = 1\n",
      "Patient96InRoom237OnDay16 = 1\n",
      "Patient96InRoom240OnDay10 = 1\n",
      "Patient96InRoom242OnDay17 = 1\n",
      "Patient97InRoom223OnDay9 = 1\n",
      "Patient97InRoom227OnDay10 = 1\n",
      "Patient97InRoom227OnDay11 = 1\n",
      "Patient97InRoom227OnDay12 = 1\n",
      "Patient97InRoom227OnDay13 = 1\n",
      "Patient97InRoom227OnDay14 = 1\n",
      "Patient97InRoom227OnDay15 = 1\n",
      "Patient97InRoom227OnDay16 = 1\n",
      "Patient97InRoom227OnDay17 = 1\n",
      "Patient97InRoom227OnDay18 = 1\n",
      "Patient97InRoom227OnDay19 = 1\n",
      "Patient97InRoom227OnDay20 = 1\n",
      "Patient97InRoom227OnDay21 = 1\n",
      "Patient97InRoom227OnDay22 = 1\n",
      "Patient97InRoom227OnDay23 = 1\n",
      "Patient97InRoom228OnDay24 = 1\n",
      "Patient97InRoom228OnDay25 = 1\n",
      "Patient97InRoom228OnDay26 = 1\n",
      "Patient97InRoom228OnDay27 = 1\n",
      "Patient98InRoom241OnDay2 = 1\n",
      "Patient98InRoom241OnDay3 = 1\n",
      "Patient98InRoom241OnDay4 = 1\n",
      "Patient98InRoom241OnDay5 = 1\n",
      "Patient98InRoom241OnDay6 = 1\n",
      "Patient98InRoom241OnDay7 = 1\n",
      "Patient98InRoom241OnDay8 = 1\n",
      "Patient98InRoom241OnDay9 = 1\n",
      "Patient98InRoom241OnDay10 = 1\n",
      "Patient98InRoom241OnDay11 = 1\n",
      "Patient99InRoom227OnDay2 = 1\n",
      "Patient99InRoom227OnDay3 = 1\n",
      "Patient99InRoom233OnDay4 = 1\n",
      "Patient99InRoom233OnDay5 = 1\n",
      "Patient99InRoom233OnDay6 = 1\n",
      "Patient99InRoom241OnDay7 = 1\n",
      "Patient100InRoom227OnDay8 = 1\n",
      "Patient100InRoom230OnDay2 = 1\n",
      "Patient100InRoom230OnDay3 = 1\n",
      "Patient100InRoom230OnDay4 = 1\n",
      "Patient100InRoom230OnDay5 = 1\n",
      "Patient100InRoom230OnDay6 = 1\n",
      "Patient100InRoom230OnDay7 = 1\n",
      "Patient101InRoom117OnDay4 = 1\n",
      "Patient101InRoom117OnDay5 = 1\n",
      "Patient101InRoom117OnDay7 = 1\n",
      "Patient101InRoom117OnDay8 = 1\n",
      "Patient101InRoom117OnDay10 = 1\n",
      "Patient101InRoom117OnDay11 = 1\n",
      "Patient101InRoom117OnDay12 = 1\n",
      "Patient101InRoom117OnDay13 = 1\n",
      "Patient101InRoom117OnDay14 = 1\n",
      "Patient101InRoom117OnDay15 = 1\n",
      "Patient101InRoom118OnDay3 = 1\n",
      "Patient101InRoom121OnDay9 = 1\n",
      "Patient101InRoom225OnDay6 = 1\n",
      "Patient101InRoom227OnDay2 = 1\n",
      "Patient102InRoom240OnDay2 = 1\n",
      "Patient102InRoom240OnDay3 = 1\n",
      "Patient103InRoom15OnDay2 = 1\n",
      "Patient103InRoom15OnDay3 = 1\n",
      "Patient103InRoom15OnDay4 = 1\n",
      "Patient103InRoom15OnDay5 = 1\n",
      "Patient103InRoom15OnDay6 = 1\n",
      "Patient103InRoom15OnDay7 = 1\n",
      "Patient103InRoom15OnDay8 = 1\n",
      "Patient103InRoom15OnDay9 = 1\n",
      "Patient103InRoom15OnDay10 = 1\n",
      "Patient103InRoom15OnDay11 = 1\n",
      "Patient105InRoom226OnDay2 = 1\n",
      "Patient105InRoom226OnDay3 = 1\n",
      "Patient105InRoom226OnDay4 = 1\n",
      "Patient105InRoom226OnDay5 = 1\n",
      "Patient105InRoom226OnDay6 = 1\n",
      "Patient105InRoom226OnDay7 = 1\n",
      "Patient105InRoom236OnDay8 = 1\n",
      "Patient105InRoom236OnDay9 = 1\n",
      "Patient105InRoom236OnDay10 = 1\n",
      "Patient105InRoom236OnDay11 = 1\n",
      "Patient106InRoom13OnDay4 = 1\n",
      "Patient106InRoom13OnDay5 = 1\n",
      "Patient106InRoom13OnDay6 = 1\n",
      "Patient106InRoom13OnDay7 = 1\n",
      "Patient106InRoom13OnDay8 = 1\n",
      "Patient106InRoom13OnDay9 = 1\n",
      "Patient106InRoom13OnDay10 = 1\n",
      "Patient106InRoom13OnDay11 = 1\n",
      "Patient106InRoom225OnDay3 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient107InRoom117OnDay8 = 1\n",
      "Patient107InRoom119OnDay3 = 1\n",
      "Patient107InRoom119OnDay4 = 1\n",
      "Patient107InRoom119OnDay5 = 1\n",
      "Patient107InRoom119OnDay6 = 1\n",
      "Patient107InRoom119OnDay7 = 1\n",
      "Patient108InRoom231OnDay4 = 1\n",
      "Patient108InRoom231OnDay5 = 1\n",
      "Patient108InRoom231OnDay6 = 1\n",
      "Patient108InRoom231OnDay8 = 1\n",
      "Patient108InRoom231OnDay9 = 1\n",
      "Patient108InRoom231OnDay10 = 1\n",
      "Patient108InRoom236OnDay7 = 1\n",
      "Patient108InRoom237OnDay11 = 1\n",
      "Patient109InRoom241OnDay4 = 1\n",
      "Patient109InRoom241OnDay5 = 1\n",
      "Patient110InRoom232OnDay4 = 1\n",
      "Patient110InRoom232OnDay5 = 1\n",
      "Patient110InRoom232OnDay6 = 1\n",
      "Patient110InRoom233OnDay7 = 1\n",
      "Patient110InRoom233OnDay8 = 1\n",
      "Patient110InRoom233OnDay9 = 1\n",
      "Patient111InRoom11OnDay4 = 1\n",
      "Patient111InRoom11OnDay5 = 1\n",
      "Patient111InRoom11OnDay6 = 1\n",
      "Patient111InRoom11OnDay7 = 1\n",
      "Patient111InRoom119OnDay8 = 1\n",
      "Patient111InRoom119OnDay9 = 1\n",
      "Patient112InRoom117OnDay7 = 1\n",
      "Patient112InRoom117OnDay8 = 1\n",
      "Patient112InRoom118OnDay9 = 1\n",
      "Patient112InRoom118OnDay10 = 1\n",
      "Patient113InRoom225OnDay20 = 1\n",
      "Patient113InRoom225OnDay21 = 1\n",
      "Patient113InRoom225OnDay22 = 1\n",
      "Patient113InRoom225OnDay23 = 1\n",
      "Patient113InRoom225OnDay32 = 1\n",
      "Patient113InRoom225OnDay33 = 1\n",
      "Patient113InRoom225OnDay34 = 1\n",
      "Patient113InRoom225OnDay35 = 1\n",
      "Patient113InRoom225OnDay36 = 1\n",
      "Patient113InRoom225OnDay37 = 1\n",
      "Patient113InRoom227OnDay27 = 1\n",
      "Patient113InRoom227OnDay28 = 1\n",
      "Patient113InRoom227OnDay38 = 1\n",
      "Patient113InRoom227OnDay39 = 1\n",
      "Patient113InRoom227OnDay40 = 1\n",
      "Patient113InRoom227OnDay41 = 1\n",
      "Patient113InRoom237OnDay12 = 1\n",
      "Patient113InRoom237OnDay13 = 1\n",
      "Patient113InRoom237OnDay14 = 1\n",
      "Patient113InRoom237OnDay15 = 1\n",
      "Patient113InRoom237OnDay16 = 1\n",
      "Patient113InRoom241OnDay17 = 1\n",
      "Patient113InRoom241OnDay18 = 1\n",
      "Patient113InRoom241OnDay19 = 1\n",
      "Patient113InRoom241OnDay24 = 1\n",
      "Patient113InRoom241OnDay25 = 1\n",
      "Patient113InRoom241OnDay26 = 1\n",
      "Patient113InRoom241OnDay29 = 1\n",
      "Patient113InRoom241OnDay30 = 1\n",
      "Patient113InRoom241OnDay31 = 1\n",
      "Patient113InRoom242OnDay10 = 1\n",
      "Patient113InRoom242OnDay11 = 1\n",
      "Patient114InRoom15OnDay8 = 1\n",
      "Patient114InRoom15OnDay9 = 1\n",
      "Patient114InRoom15OnDay10 = 1\n",
      "Patient114InRoom15OnDay11 = 1\n",
      "Patient114InRoom15OnDay12 = 1\n",
      "Patient114InRoom15OnDay13 = 1\n",
      "Patient114InRoom15OnDay14 = 1\n",
      "Patient114InRoom114OnDay6 = 1\n",
      "Patient114InRoom114OnDay7 = 1\n",
      "Patient115InRoom227OnDay21 = 1\n",
      "Patient115InRoom227OnDay22 = 1\n",
      "Patient115InRoom230OnDay15 = 1\n",
      "Patient115InRoom230OnDay16 = 1\n",
      "Patient115InRoom230OnDay17 = 1\n",
      "Patient115InRoom230OnDay18 = 1\n",
      "Patient115InRoom230OnDay19 = 1\n",
      "Patient115InRoom230OnDay20 = 1\n",
      "Patient115InRoom233OnDay9 = 1\n",
      "Patient115InRoom233OnDay10 = 1\n",
      "Patient115InRoom233OnDay11 = 1\n",
      "Patient115InRoom233OnDay12 = 1\n",
      "Patient115InRoom235OnDay7 = 1\n",
      "Patient115InRoom235OnDay8 = 1\n",
      "Patient115InRoom235OnDay23 = 1\n",
      "Patient115InRoom235OnDay24 = 1\n",
      "Patient115InRoom235OnDay25 = 1\n",
      "Patient115InRoom235OnDay26 = 1\n",
      "Patient115InRoom235OnDay27 = 1\n",
      "Patient115InRoom235OnDay28 = 1\n",
      "Patient115InRoom235OnDay29 = 1\n",
      "Patient115InRoom235OnDay30 = 1\n",
      "Patient115InRoom235OnDay31 = 1\n",
      "Patient115InRoom235OnDay32 = 1\n",
      "Patient115InRoom235OnDay33 = 1\n",
      "Patient115InRoom235OnDay34 = 1\n",
      "Patient115InRoom235OnDay35 = 1\n",
      "Patient115InRoom235OnDay36 = 1\n",
      "Patient115InRoom235OnDay37 = 1\n",
      "Patient115InRoom235OnDay38 = 1\n",
      "Patient115InRoom235OnDay39 = 1\n",
      "Patient115InRoom235OnDay40 = 1\n",
      "Patient115InRoom235OnDay41 = 1\n",
      "Patient115InRoom235OnDay42 = 1\n",
      "Patient115InRoom235OnDay43 = 1\n",
      "Patient115InRoom235OnDay44 = 1\n",
      "Patient115InRoom241OnDay13 = 1\n",
      "Patient115InRoom241OnDay14 = 1\n",
      "Patient116InRoom13OnDay13 = 1\n",
      "Patient116InRoom13OnDay14 = 1\n",
      "Patient116InRoom13OnDay15 = 1\n",
      "Patient116InRoom13OnDay16 = 1\n",
      "Patient116InRoom13OnDay17 = 1\n",
      "Patient116InRoom13OnDay18 = 1\n",
      "Patient116InRoom117OnDay4 = 1\n",
      "Patient116InRoom117OnDay5 = 1\n",
      "Patient116InRoom117OnDay7 = 1\n",
      "Patient116InRoom117OnDay8 = 1\n",
      "Patient116InRoom117OnDay10 = 1\n",
      "Patient116InRoom117OnDay11 = 1\n",
      "Patient116InRoom117OnDay12 = 1\n",
      "Patient116InRoom118OnDay9 = 1\n",
      "Patient116InRoom237OnDay3 = 1\n",
      "Patient116InRoom241OnDay6 = 1\n",
      "Patient117InRoom222OnDay10 = 1\n",
      "Patient117InRoom226OnDay7 = 1\n",
      "Patient117InRoom226OnDay8 = 1\n",
      "Patient117InRoom226OnDay9 = 1\n",
      "Patient117InRoom236OnDay4 = 1\n",
      "Patient117InRoom236OnDay5 = 1\n",
      "Patient117InRoom236OnDay6 = 1\n",
      "Patient118InRoom224OnDay40 = 1\n",
      "Patient118InRoom224OnDay41 = 1\n",
      "Patient118InRoom224OnDay42 = 1\n",
      "Patient118InRoom224OnDay43 = 1\n",
      "Patient118InRoom227OnDay35 = 1\n",
      "Patient118InRoom227OnDay36 = 1\n",
      "Patient118InRoom227OnDay37 = 1\n",
      "Patient118InRoom232OnDay7 = 1\n",
      "Patient118InRoom233OnDay38 = 1\n",
      "Patient118InRoom233OnDay39 = 1\n",
      "Patient118InRoom235OnDay16 = 1\n",
      "Patient118InRoom235OnDay17 = 1\n",
      "Patient118InRoom235OnDay18 = 1\n",
      "Patient118InRoom235OnDay19 = 1\n",
      "Patient118InRoom235OnDay20 = 1\n",
      "Patient118InRoom235OnDay21 = 1\n",
      "Patient118InRoom235OnDay22 = 1\n",
      "Patient118InRoom235OnDay23 = 1\n",
      "Patient118InRoom235OnDay24 = 1\n",
      "Patient118InRoom235OnDay25 = 1\n",
      "Patient118InRoom235OnDay26 = 1\n",
      "Patient118InRoom235OnDay27 = 1\n",
      "Patient118InRoom235OnDay28 = 1\n",
      "Patient118InRoom235OnDay29 = 1\n",
      "Patient118InRoom235OnDay30 = 1\n",
      "Patient118InRoom235OnDay31 = 1\n",
      "Patient118InRoom235OnDay32 = 1\n",
      "Patient118InRoom235OnDay33 = 1\n",
      "Patient118InRoom235OnDay34 = 1\n",
      "Patient118InRoom239OnDay8 = 1\n",
      "Patient118InRoom239OnDay9 = 1\n",
      "Patient118InRoom239OnDay10 = 1\n",
      "Patient118InRoom239OnDay11 = 1\n",
      "Patient118InRoom239OnDay12 = 1\n",
      "Patient118InRoom239OnDay13 = 1\n",
      "Patient118InRoom239OnDay14 = 1\n",
      "Patient118InRoom239OnDay15 = 1\n",
      "Patient119InRoom235OnDay4 = 1\n",
      "Patient119InRoom235OnDay5 = 1\n",
      "Patient119InRoom235OnDay6 = 1\n",
      "Patient119InRoom235OnDay7 = 1\n",
      "Patient119InRoom235OnDay8 = 1\n",
      "Patient119InRoom235OnDay9 = 1\n",
      "Patient119InRoom235OnDay10 = 1\n",
      "Patient119InRoom235OnDay11 = 1\n",
      "Patient119InRoom235OnDay12 = 1\n",
      "Patient119InRoom235OnDay13 = 1\n",
      "Patient119InRoom235OnDay14 = 1\n",
      "Patient119InRoom235OnDay15 = 1\n",
      "Patient119InRoom235OnDay16 = 1\n",
      "Patient120InRoom16OnDay4 = 1\n",
      "Patient120InRoom16OnDay5 = 1\n",
      "Patient120InRoom16OnDay6 = 1\n",
      "Patient120InRoom110OnDay7 = 1\n",
      "Patient120InRoom110OnDay8 = 1\n",
      "Patient121InRoom242OnDay3 = 1\n",
      "Patient121InRoom242OnDay4 = 1\n",
      "Patient121InRoom242OnDay5 = 1\n",
      "Patient121InRoom242OnDay6 = 1\n",
      "Patient121InRoom242OnDay7 = 1\n",
      "Patient121InRoom242OnDay8 = 1\n",
      "Patient121InRoom242OnDay9 = 1\n",
      "Patient121InRoom242OnDay10 = 1\n",
      "Patient121InRoom242OnDay11 = 1\n",
      "Patient122InRoom228OnDay7 = 1\n",
      "Patient122InRoom228OnDay10 = 1\n",
      "Patient122InRoom228OnDay11 = 1\n",
      "Patient122InRoom228OnDay28 = 1\n",
      "Patient122InRoom228OnDay29 = 1\n",
      "Patient122InRoom228OnDay30 = 1\n",
      "Patient122InRoom228OnDay31 = 1\n",
      "Patient122InRoom228OnDay32 = 1\n",
      "Patient122InRoom228OnDay40 = 1\n",
      "Patient122InRoom228OnDay41 = 1\n",
      "Patient122InRoom228OnDay42 = 1\n",
      "Patient122InRoom231OnDay14 = 1\n",
      "Patient122InRoom231OnDay15 = 1\n",
      "Patient122InRoom231OnDay16 = 1\n",
      "Patient122InRoom231OnDay17 = 1\n",
      "Patient122InRoom231OnDay18 = 1\n",
      "Patient122InRoom231OnDay19 = 1\n",
      "Patient122InRoom231OnDay20 = 1\n",
      "Patient122InRoom231OnDay21 = 1\n",
      "Patient122InRoom231OnDay22 = 1\n",
      "Patient122InRoom231OnDay23 = 1\n",
      "Patient122InRoom231OnDay24 = 1\n",
      "Patient122InRoom231OnDay33 = 1\n",
      "Patient122InRoom231OnDay34 = 1\n",
      "Patient122InRoom231OnDay35 = 1\n",
      "Patient122InRoom231OnDay36 = 1\n",
      "Patient122InRoom231OnDay37 = 1\n",
      "Patient122InRoom231OnDay38 = 1\n",
      "Patient122InRoom231OnDay39 = 1\n",
      "Patient122InRoom237OnDay12 = 1\n",
      "Patient122InRoom237OnDay13 = 1\n",
      "Patient122InRoom241OnDay25 = 1\n",
      "Patient122InRoom241OnDay26 = 1\n",
      "Patient122InRoom241OnDay27 = 1\n",
      "Patient122InRoom242OnDay8 = 1\n",
      "Patient122InRoom242OnDay9 = 1\n",
      "Patient123InRoom12OnDay4 = 1\n",
      "Patient123InRoom12OnDay5 = 1\n",
      "Patient123InRoom121OnDay6 = 1\n",
      "Patient123InRoom121OnDay7 = 1\n",
      "Patient123InRoom121OnDay8 = 1\n",
      "Patient123InRoom121OnDay9 = 1\n",
      "Patient124InRoom236OnDay11 = 1\n",
      "Patient124InRoom236OnDay12 = 1\n",
      "Patient124InRoom240OnDay5 = 1\n",
      "Patient124InRoom240OnDay6 = 1\n",
      "Patient124InRoom240OnDay7 = 1\n",
      "Patient124InRoom240OnDay8 = 1\n",
      "Patient124InRoom240OnDay9 = 1\n",
      "Patient124InRoom240OnDay10 = 1\n",
      "Patient125InRoom111OnDay3 = 1\n",
      "Patient125InRoom111OnDay4 = 1\n",
      "Patient125InRoom111OnDay5 = 1\n",
      "Patient125InRoom111OnDay6 = 1\n",
      "Patient125InRoom111OnDay7 = 1\n",
      "Patient125InRoom111OnDay8 = 1\n",
      "Patient126InRoom227OnDay11 = 1\n",
      "Patient126InRoom234OnDay3 = 1\n",
      "Patient126InRoom234OnDay4 = 1\n",
      "Patient126InRoom234OnDay5 = 1\n",
      "Patient126InRoom234OnDay6 = 1\n",
      "Patient126InRoom234OnDay7 = 1\n",
      "Patient126InRoom234OnDay8 = 1\n",
      "Patient126InRoom234OnDay9 = 1\n",
      "Patient126InRoom234OnDay10 = 1\n",
      "Patient127InRoom232OnDay4 = 1\n",
      "Patient127InRoom232OnDay5 = 1\n",
      "Patient127InRoom232OnDay6 = 1\n",
      "Patient127InRoom233OnDay7 = 1\n",
      "Patient128InRoom16OnDay8 = 1\n",
      "Patient128InRoom16OnDay9 = 1\n",
      "Patient128InRoom111OnDay5 = 1\n",
      "Patient128InRoom111OnDay6 = 1\n",
      "Patient128InRoom111OnDay7 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient128InRoom228OnDay4 = 1\n",
      "Patient129InRoom224OnDay3 = 1\n",
      "Patient129InRoom233OnDay5 = 1\n",
      "Patient129InRoom233OnDay6 = 1\n",
      "Patient129InRoom233OnDay7 = 1\n",
      "Patient129InRoom233OnDay8 = 1\n",
      "Patient129InRoom239OnDay4 = 1\n",
      "Patient130InRoom117OnDay5 = 1\n",
      "Patient130InRoom242OnDay6 = 1\n",
      "Patient131InRoom227OnDay4 = 1\n",
      "Patient131InRoom227OnDay6 = 1\n",
      "Patient131InRoom228OnDay5 = 1\n",
      "Patient131InRoom237OnDay3 = 1\n",
      "Patient131InRoom237OnDay7 = 1\n",
      "Patient131InRoom237OnDay8 = 1\n",
      "Patient132InRoom230OnDay3 = 1\n",
      "Patient132InRoom230OnDay4 = 1\n",
      "Patient132InRoom230OnDay5 = 1\n",
      "Patient132InRoom230OnDay6 = 1\n",
      "Patient132InRoom230OnDay8 = 1\n",
      "Patient132InRoom230OnDay9 = 1\n",
      "Patient132InRoom230OnDay10 = 1\n",
      "Patient132InRoom230OnDay11 = 1\n",
      "Patient132InRoom230OnDay12 = 1\n",
      "Patient132InRoom230OnDay13 = 1\n",
      "Patient132InRoom230OnDay14 = 1\n",
      "Patient132InRoom233OnDay7 = 1\n",
      "Patient132InRoom241OnDay15 = 1\n",
      "Patient133InRoom232OnDay7 = 1\n",
      "Patient133InRoom232OnDay8 = 1\n",
      "Patient133InRoom232OnDay9 = 1\n",
      "Patient133InRoom233OnDay10 = 1\n",
      "Patient133InRoom233OnDay11 = 1\n",
      "Patient134InRoom235OnDay17 = 1\n",
      "Patient134InRoom235OnDay18 = 1\n",
      "Patient134InRoom235OnDay19 = 1\n",
      "Patient134InRoom235OnDay20 = 1\n",
      "Patient134InRoom235OnDay21 = 1\n",
      "Patient134InRoom235OnDay22 = 1\n",
      "Patient134InRoom235OnDay23 = 1\n",
      "Patient134InRoom235OnDay24 = 1\n",
      "Patient134InRoom235OnDay25 = 1\n",
      "Patient134InRoom235OnDay26 = 1\n",
      "Patient134InRoom235OnDay27 = 1\n",
      "Patient134InRoom235OnDay28 = 1\n",
      "Patient134InRoom235OnDay29 = 1\n",
      "Patient134InRoom235OnDay30 = 1\n",
      "Patient134InRoom235OnDay31 = 1\n",
      "Patient134InRoom235OnDay32 = 1\n",
      "Patient134InRoom235OnDay33 = 1\n",
      "Patient134InRoom235OnDay34 = 1\n",
      "Patient134InRoom235OnDay35 = 1\n",
      "Patient134InRoom235OnDay36 = 1\n",
      "Patient134InRoom235OnDay37 = 1\n",
      "Patient134InRoom235OnDay38 = 1\n",
      "Patient134InRoom235OnDay39 = 1\n",
      "Patient134InRoom235OnDay40 = 1\n",
      "Patient134InRoom235OnDay41 = 1\n",
      "Patient134InRoom235OnDay42 = 1\n",
      "Patient134InRoom235OnDay43 = 1\n",
      "Patient134InRoom235OnDay44 = 1\n",
      "Patient134InRoom235OnDay45 = 1\n",
      "Patient134InRoom239OnDay10 = 1\n",
      "Patient134InRoom239OnDay11 = 1\n",
      "Patient134InRoom239OnDay12 = 1\n",
      "Patient134InRoom239OnDay13 = 1\n",
      "Patient134InRoom239OnDay14 = 1\n",
      "Patient134InRoom239OnDay15 = 1\n",
      "Patient134InRoom239OnDay16 = 1\n",
      "Patient135InRoom224OnDay9 = 1\n",
      "Patient135InRoom224OnDay10 = 1\n",
      "Patient135InRoom224OnDay11 = 1\n",
      "Patient135InRoom224OnDay12 = 1\n",
      "Patient135InRoom224OnDay13 = 1\n",
      "Patient135InRoom224OnDay14 = 1\n",
      "Patient135InRoom224OnDay15 = 1\n",
      "Patient135InRoom224OnDay16 = 1\n",
      "Patient135InRoom224OnDay17 = 1\n",
      "Patient135InRoom224OnDay18 = 1\n",
      "Patient135InRoom224OnDay19 = 1\n",
      "Patient135InRoom224OnDay20 = 1\n",
      "Patient135InRoom232OnDay6 = 1\n",
      "Patient135InRoom232OnDay7 = 1\n",
      "Patient135InRoom232OnDay8 = 1\n",
      "Patient135InRoom235OnDay21 = 1\n",
      "Patient135InRoom238OnDay3 = 1\n",
      "Patient135InRoom238OnDay4 = 1\n",
      "Patient135InRoom238OnDay5 = 1\n",
      "Patient136InRoom233OnDay10 = 1\n",
      "Patient136InRoom233OnDay11 = 1\n",
      "Patient136InRoom233OnDay12 = 1\n",
      "Patient136InRoom233OnDay13 = 1\n",
      "Patient136InRoom240OnDay8 = 1\n",
      "Patient136InRoom240OnDay9 = 1\n",
      "Patient138InRoom14OnDay6 = 1\n",
      "Patient138InRoom14OnDay7 = 1\n",
      "Patient138InRoom14OnDay8 = 1\n",
      "Patient138InRoom14OnDay9 = 1\n",
      "Patient138InRoom14OnDay10 = 1\n",
      "Patient138InRoom14OnDay11 = 1\n",
      "Patient139InRoom13OnDay12 = 1\n",
      "Patient139InRoom14OnDay5 = 1\n",
      "Patient139InRoom14OnDay6 = 1\n",
      "Patient139InRoom14OnDay7 = 1\n",
      "Patient139InRoom14OnDay8 = 1\n",
      "Patient139InRoom14OnDay9 = 1\n",
      "Patient139InRoom14OnDay10 = 1\n",
      "Patient139InRoom14OnDay11 = 1\n",
      "Patient139InRoom118OnDay3 = 1\n",
      "Patient139InRoom118OnDay4 = 1\n",
      "Patient140InRoom228OnDay7 = 1\n",
      "Patient140InRoom228OnDay8 = 1\n",
      "Patient140InRoom228OnDay9 = 1\n",
      "Patient140InRoom228OnDay10 = 1\n",
      "Patient140InRoom228OnDay11 = 1\n",
      "Patient140InRoom228OnDay12 = 1\n",
      "Patient140InRoom228OnDay13 = 1\n",
      "Patient140InRoom228OnDay14 = 1\n",
      "Patient140InRoom228OnDay15 = 1\n",
      "Patient140InRoom228OnDay16 = 1\n",
      "Patient140InRoom228OnDay17 = 1\n",
      "Patient140InRoom228OnDay18 = 1\n",
      "Patient140InRoom228OnDay19 = 1\n",
      "Patient140InRoom228OnDay20 = 1\n",
      "Patient140InRoom228OnDay21 = 1\n",
      "Patient140InRoom228OnDay22 = 1\n",
      "Patient140InRoom228OnDay23 = 1\n",
      "Patient140InRoom228OnDay24 = 1\n",
      "Patient140InRoom228OnDay25 = 1\n",
      "Patient140InRoom228OnDay26 = 1\n",
      "Patient140InRoom228OnDay27 = 1\n",
      "Patient141InRoom120OnDay5 = 1\n",
      "Patient141InRoom120OnDay6 = 1\n",
      "Patient141InRoom120OnDay7 = 1\n",
      "Patient141InRoom233OnDay8 = 1\n",
      "Patient141InRoom233OnDay9 = 1\n",
      "Patient142InRoom222OnDay8 = 1\n",
      "Patient142InRoom222OnDay9 = 1\n",
      "Patient142InRoom227OnDay12 = 1\n",
      "Patient142InRoom227OnDay13 = 1\n",
      "Patient142InRoom227OnDay14 = 1\n",
      "Patient142InRoom227OnDay15 = 1\n",
      "Patient142InRoom234OnDay7 = 1\n",
      "Patient142InRoom234OnDay10 = 1\n",
      "Patient142InRoom234OnDay11 = 1\n",
      "Patient143InRoom113OnDay7 = 1\n",
      "Patient143InRoom113OnDay8 = 1\n",
      "Patient143InRoom113OnDay9 = 1\n",
      "Patient143InRoom113OnDay10 = 1\n",
      "Patient143InRoom114OnDay5 = 1\n",
      "Patient143InRoom114OnDay6 = 1\n",
      "Patient144InRoom118OnDay6 = 1\n",
      "Patient144InRoom118OnDay7 = 1\n",
      "Patient145InRoom116OnDay7 = 1\n",
      "Patient145InRoom116OnDay8 = 1\n",
      "Patient145InRoom116OnDay9 = 1\n",
      "Patient145InRoom235OnDay6 = 1\n",
      "Patient146InRoom117OnDay6 = 1\n",
      "Patient146InRoom117OnDay9 = 1\n",
      "Patient146InRoom119OnDay10 = 1\n",
      "Patient146InRoom119OnDay11 = 1\n",
      "Patient146InRoom119OnDay12 = 1\n",
      "Patient146InRoom119OnDay13 = 1\n",
      "Patient146InRoom120OnDay7 = 1\n",
      "Patient146InRoom120OnDay8 = 1\n",
      "Patient147InRoom222OnDay6 = 1\n",
      "Patient147InRoom229OnDay8 = 1\n",
      "Patient147InRoom237OnDay9 = 1\n",
      "Patient147InRoom237OnDay10 = 1\n",
      "Patient147InRoom237OnDay11 = 1\n",
      "Patient147InRoom237OnDay12 = 1\n",
      "Patient147InRoom237OnDay13 = 1\n",
      "Patient147InRoom237OnDay14 = 1\n",
      "Patient147InRoom237OnDay15 = 1\n",
      "Patient147InRoom242OnDay7 = 1\n",
      "Patient148InRoom233OnDay8 = 1\n",
      "Patient148InRoom233OnDay9 = 1\n",
      "Patient148InRoom233OnDay10 = 1\n",
      "Patient148InRoom235OnDay7 = 1\n",
      "Patient148InRoom239OnDay5 = 1\n",
      "Patient148InRoom239OnDay6 = 1\n",
      "Patient149InRoom118OnDay4 = 1\n",
      "Patient149InRoom118OnDay5 = 1\n",
      "Patient149InRoom118OnDay6 = 1\n",
      "Patient149InRoom118OnDay7 = 1\n",
      "Patient149InRoom118OnDay8 = 1\n",
      "Patient149InRoom118OnDay9 = 1\n",
      "Patient149InRoom118OnDay10 = 1\n",
      "Patient149InRoom118OnDay11 = 1\n",
      "Patient149InRoom118OnDay12 = 1\n",
      "Patient149InRoom118OnDay13 = 1\n",
      "Patient150InRoom236OnDay6 = 1\n",
      "Patient150InRoom236OnDay7 = 1\n",
      "Patient150InRoom236OnDay8 = 1\n",
      "Patient150InRoom237OnDay4 = 1\n",
      "Patient150InRoom237OnDay5 = 1\n",
      "Patient150InRoom237OnDay9 = 1\n",
      "Patient150InRoom237OnDay10 = 1\n",
      "Patient150InRoom237OnDay11 = 1\n",
      "Patient150InRoom237OnDay12 = 1\n",
      "Patient150InRoom237OnDay13 = 1\n",
      "Penalty1[4] = 10\n",
      "Penalty1[5] = 10\n",
      "Penalty1[7] = 30\n",
      "Penalty1[14] = 15\n",
      "Penalty1[15] = 15\n",
      "Penalty1[27] = 15\n",
      "Penalty1[30] = 30\n",
      "Penalty1[31] = 10\n",
      "Penalty1[32] = 5\n",
      "Penalty1[34] = 10\n",
      "Penalty1[38] = 35\n",
      "Penalty1[40] = 45\n",
      "Penalty1[44] = 20\n",
      "Penalty1[47] = 20\n",
      "Penalty1[48] = 105\n",
      "Penalty1[51] = 10\n",
      "Penalty1[54] = 20\n",
      "Penalty1[56] = 5\n",
      "Penalty1[58] = 30\n",
      "Penalty1[59] = 10\n",
      "Penalty1[65] = 10\n",
      "Penalty1[66] = 25\n",
      "Penalty1[75] = 20\n",
      "Penalty1[76] = 20\n",
      "Penalty1[78] = 10\n",
      "Penalty1[82] = 20\n",
      "Penalty1[83] = 25\n",
      "Penalty1[92] = 10\n",
      "Penalty1[94] = 5\n",
      "Penalty1[96] = 10\n",
      "Penalty1[97] = 10\n",
      "Penalty1[99] = 5\n",
      "Penalty1[101] = 15\n",
      "Penalty1[102] = 10\n",
      "Penalty1[105] = 20\n",
      "Penalty1[106] = 5\n",
      "Penalty1[108] = 15\n",
      "Penalty1[110] = 15\n",
      "Penalty1[112] = 10\n",
      "Penalty1[115] = 30\n",
      "Penalty1[116] = 10\n",
      "Penalty1[118] = 10\n",
      "Penalty1[122] = 45\n",
      "Penalty1[123] = 10\n",
      "Penalty1[124] = 40\n",
      "Penalty1[127] = 30\n",
      "Penalty1[128] = 25\n",
      "Penalty1[130] = 5\n",
      "Penalty1[132] = 5\n",
      "Penalty1[133] = 15\n",
      "Penalty1[136] = 10\n",
      "Penalty1[141] = 40\n",
      "Penalty1[142] = 10\n",
      "Penalty1[143] = 10\n",
      "Penalty1[146] = 20\n",
      "Penalty1[150] = 30\n",
      "Penalty2[1] = 18\n",
      "Penalty2[2] = 16\n",
      "Penalty2[4] = 36\n",
      "Penalty2[5] = 12\n",
      "Penalty2[6] = 16\n",
      "Penalty2[7] = 22\n",
      "Penalty2[10] = 40\n",
      "Penalty2[12] = 10\n",
      "Penalty2[14] = 12\n",
      "Penalty2[15] = 10\n",
      "Penalty2[22] = 10\n",
      "Penalty2[24] = 28\n",
      "Penalty2[27] = 8\n",
      "Penalty2[29] = 24\n",
      "Penalty2[30] = 68\n",
      "Penalty2[31] = 14\n",
      "Penalty2[32] = 28\n",
      "Penalty2[33] = 12\n",
      "Penalty2[34] = 12\n",
      "Penalty2[38] = 28\n",
      "Penalty2[40] = 32\n",
      "Penalty2[42] = 6\n",
      "Penalty2[44] = 24\n",
      "Penalty2[45] = 12\n",
      "Penalty2[46] = 20\n",
      "Penalty2[47] = 38\n",
      "Penalty2[48] = 66\n",
      "Penalty2[49] = 20\n",
      "Penalty2[51] = 14\n",
      "Penalty2[53] = 2\n",
      "Penalty2[54] = 20\n",
      "Penalty2[55] = 8\n",
      "Penalty2[56] = 34\n",
      "Penalty2[58] = 18\n",
      "Penalty2[59] = 12\n",
      "Penalty2[60] = 20\n",
      "Penalty2[64] = 20\n",
      "Penalty2[65] = 4\n",
      "Penalty2[66] = 22\n",
      "Penalty2[69] = 12\n",
      "Penalty2[70] = 48\n",
      "Penalty2[71] = 48\n",
      "Penalty2[73] = 28\n",
      "Penalty2[75] = 12\n",
      "Penalty2[76] = 52\n",
      "Penalty2[77] = 4\n",
      "Penalty2[79] = 8\n",
      "Penalty2[81] = 12\n",
      "Penalty2[82] = 20\n",
      "Penalty2[83] = 14\n",
      "Penalty2[84] = 4\n",
      "Penalty2[85] = 24\n",
      "Penalty2[86] = 8\n",
      "Penalty2[87] = 30\n",
      "Penalty2[88] = 12\n",
      "Penalty2[89] = 28\n",
      "Penalty2[91] = 2\n",
      "Penalty2[92] = 74\n",
      "Penalty2[94] = 14\n",
      "Penalty2[95] = 14\n",
      "Penalty2[96] = 34\n",
      "Penalty2[97] = 6\n",
      "Penalty2[98] = 20\n",
      "Penalty2[99] = 10\n",
      "Penalty2[101] = 8\n",
      "Penalty2[102] = 12\n",
      "Penalty2[105] = 28\n",
      "Penalty2[106] = 6\n",
      "Penalty2[107] = 2\n",
      "Penalty2[108] = 20\n",
      "Penalty2[110] = 24\n",
      "Penalty2[111] = 24\n",
      "Penalty2[113] = 38\n",
      "Penalty2[114] = 12\n",
      "Penalty2[115] = 24\n",
      "Penalty2[116] = 2\n",
      "Penalty2[117] = 22\n",
      "Penalty2[118] = 26\n",
      "Penalty2[120] = 16\n",
      "Penalty2[121] = 18\n",
      "Penalty2[122] = 14\n",
      "Penalty2[123] = 20\n",
      "Penalty2[124] = 48\n",
      "Penalty2[125] = 12\n",
      "Penalty2[126] = 16\n",
      "Penalty2[127] = 26\n",
      "Penalty2[128] = 20\n",
      "Penalty2[130] = 4\n",
      "Penalty2[131] = 6\n",
      "Penalty2[132] = 4\n",
      "Penalty2[133] = 22\n",
      "Penalty2[134] = 14\n",
      "Penalty2[135] = 42\n",
      "Penalty2[136] = 20\n",
      "Penalty2[138] = 12\n",
      "Penalty2[139] = 18\n",
      "Penalty2[141] = 22\n",
      "Penalty2[142] = 14\n",
      "Penalty2[143] = 28\n",
      "Penalty2[145] = 6\n",
      "Penalty2[146] = 8\n",
      "Penalty2[147] = 6\n",
      "Penalty2[148] = 10\n",
      "Penalty2[150] = 32\n",
      "Penalty3[1] = 7\n",
      "Penalty3[2] = 6\n",
      "Penalty3[4] = 2\n",
      "Penalty3[5] = 8\n",
      "Penalty3[7] = 3\n",
      "Penalty3[8] = 8\n",
      "Penalty3[10] = 8\n",
      "Penalty3[14] = 12\n",
      "Penalty3[15] = 2\n",
      "Penalty3[18] = 2\n",
      "Penalty3[19] = 14\n",
      "Penalty3[22] = 4\n",
      "Penalty3[23] = 2\n",
      "Penalty3[28] = 4\n",
      "Penalty3[29] = 5\n",
      "Penalty3[31] = 2\n",
      "Penalty3[34] = 2\n",
      "Penalty3[37] = 2\n",
      "Penalty3[40] = 28\n",
      "Penalty3[45] = 7\n",
      "Penalty3[46] = 8\n",
      "Penalty3[48] = 5\n",
      "Penalty3[49] = 10\n",
      "Penalty3[51] = 4\n",
      "Penalty3[53] = 2\n",
      "Penalty3[55] = 3\n",
      "Penalty3[56] = 5\n",
      "Penalty3[58] = 10\n",
      "Penalty3[59] = 2\n",
      "Penalty3[60] = 5\n",
      "Penalty3[61] = 2\n",
      "Penalty3[64] = 8\n",
      "Penalty3[65] = 7\n",
      "Penalty3[66] = 5\n",
      "Penalty3[67] = 12\n",
      "Penalty3[69] = 5\n",
      "Penalty3[70] = 7\n",
      "Penalty3[71] = 6\n",
      "Penalty3[73] = 12\n",
      "Penalty3[76] = 6\n",
      "Penalty3[77] = 2\n",
      "Penalty3[79] = 5\n",
      "Penalty3[80] = 11\n",
      "Penalty3[82] = 5\n",
      "Penalty3[83] = 6\n",
      "Penalty3[84] = 1\n",
      "Penalty3[85] = 30\n",
      "Penalty3[86] = 3\n",
      "Penalty3[87] = 12\n",
      "Penalty3[88] = 2\n",
      "Penalty3[89] = 6\n",
      "Penalty3[92] = 26\n",
      "Penalty3[94] = 6\n",
      "Penalty3[95] = 6\n",
      "Penalty3[97] = 14\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Penalty3[98] = 8\n",
      "Penalty3[99] = 5\n",
      "Penalty3[101] = 10\n",
      "Penalty3[102] = 2\n",
      "Penalty3[107] = 5\n",
      "Penalty3[108] = 6\n",
      "Penalty3[110] = 5\n",
      "Penalty3[111] = 2\n",
      "Penalty3[112] = 3\n",
      "Penalty3[114] = 2\n",
      "Penalty3[116] = 8\n",
      "Penalty3[117] = 2\n",
      "Penalty3[118] = 24\n",
      "Penalty3[119] = 10\n",
      "Penalty3[120] = 4\n",
      "Penalty3[121] = 7\n",
      "Penalty3[122] = 6\n",
      "Penalty3[123] = 3\n",
      "Penalty3[124] = 6\n",
      "Penalty3[127] = 3\n",
      "Penalty3[128] = 5\n",
      "Penalty3[129] = 4\n",
      "Penalty3[130] = 2\n",
      "Penalty3[131] = 5\n",
      "Penalty3[132] = 2\n",
      "Penalty3[133] = 4\n",
      "Penalty3[135] = 6\n",
      "Penalty3[141] = 4\n",
      "Penalty3[142] = 2\n",
      "Penalty3[144] = 2\n",
      "Penalty3[146] = 6\n",
      "Penalty3[147] = 7\n",
      "Penalty3[148] = 5\n",
      "Penalty3[149] = 8\n",
      "Penalty3[150] = 8\n",
      "Penalty4[1] = 9\n",
      "Penalty4[7] = 8\n",
      "Penalty4[19] = 18\n",
      "Penalty4[25] = 14\n",
      "Penalty4[27] = 4\n",
      "Penalty4[32] = 15\n",
      "Penalty4[34] = 5\n",
      "Penalty4[35] = 1\n",
      "Penalty4[37] = 3\n",
      "Penalty4[44] = 9\n",
      "Penalty4[45] = 9\n",
      "Penalty4[47] = 13\n",
      "Penalty4[49] = 5\n",
      "Penalty4[54] = 6\n",
      "Penalty4[55] = 4\n",
      "Penalty4[59] = 4\n",
      "Penalty4[62] = 19\n",
      "Penalty4[64] = 10\n",
      "Penalty4[70] = 13\n",
      "Penalty4[72] = 5\n",
      "Penalty4[73] = 15\n",
      "Penalty4[76] = 14\n",
      "Penalty4[80] = 14\n",
      "Penalty4[81] = 6\n",
      "Penalty4[83] = 10\n",
      "Penalty4[91] = 1\n",
      "Penalty4[93] = 15\n",
      "Penalty4[96] = 13\n",
      "Penalty4[101] = 12\n",
      "Penalty4[103] = 10\n",
      "Penalty4[106] = 1\n",
      "Penalty4[116] = 14\n",
      "Penalty4[117] = 7\n",
      "Penalty4[122] = 36\n",
      "Penalty4[124] = 8\n",
      "Penalty4[127] = 4\n",
      "Penalty4[133] = 5\n",
      "Penalty4[136] = 6\n",
      "Penalty4[145] = 1\n",
      "Penalty4[147] = 10\n",
      "Penalty4[149] = 10\n",
      "Penalty5[4] = 22\n",
      "Penalty5[5] = 11\n",
      "Penalty5[6] = 11\n",
      "Penalty5[7] = 55\n",
      "Penalty5[12] = 11\n",
      "Penalty5[13] = 22\n",
      "Penalty5[14] = 33\n",
      "Penalty5[15] = 22\n",
      "Penalty5[27] = 11\n",
      "Penalty5[28] = 11\n",
      "Penalty5[30] = 165\n",
      "Penalty5[31] = 44\n",
      "Penalty5[32] = 44\n",
      "Penalty5[34] = 33\n",
      "Penalty5[37] = 11\n",
      "Penalty5[38] = 44\n",
      "Penalty5[40] = 99\n",
      "Penalty5[44] = 55\n",
      "Penalty5[45] = 11\n",
      "Penalty5[47] = 66\n",
      "Penalty5[48] = 99\n",
      "Penalty5[49] = 11\n",
      "Penalty5[51] = 22\n",
      "Penalty5[53] = 11\n",
      "Penalty5[54] = 11\n",
      "Penalty5[55] = 11\n",
      "Penalty5[56] = 11\n",
      "Penalty5[58] = 11\n",
      "Penalty5[59] = 11\n",
      "Penalty5[60] = 11\n",
      "Penalty5[65] = 11\n",
      "Penalty5[66] = 33\n",
      "Penalty5[69] = 33\n",
      "Penalty5[70] = 44\n",
      "Penalty5[72] = 11\n",
      "Penalty5[73] = 22\n",
      "Penalty5[75] = 44\n",
      "Penalty5[76] = 44\n",
      "Penalty5[78] = 11\n",
      "Penalty5[79] = 22\n",
      "Penalty5[81] = 11\n",
      "Penalty5[82] = 55\n",
      "Penalty5[83] = 44\n",
      "Penalty5[84] = 11\n",
      "Penalty5[85] = 22\n",
      "Penalty5[86] = 22\n",
      "Penalty5[87] = 22\n",
      "Penalty5[88] = 22\n",
      "Penalty5[89] = 11\n",
      "Penalty5[92] = 77\n",
      "Penalty5[94] = 22\n",
      "Penalty5[96] = 77\n",
      "Penalty5[97] = 22\n",
      "Penalty5[99] = 22\n",
      "Penalty5[100] = 11\n",
      "Penalty5[101] = 66\n",
      "Penalty5[105] = 11\n",
      "Penalty5[106] = 11\n",
      "Penalty5[107] = 11\n",
      "Penalty5[108] = 33\n",
      "Penalty5[110] = 11\n",
      "Penalty5[111] = 11\n",
      "Penalty5[112] = 11\n",
      "Penalty5[113] = 88\n",
      "Penalty5[114] = 11\n",
      "Penalty5[115] = 55\n",
      "Penalty5[116] = 66\n",
      "Penalty5[117] = 22\n",
      "Penalty5[118] = 55\n",
      "Penalty5[120] = 11\n",
      "Penalty5[122] = 88\n",
      "Penalty5[123] = 11\n",
      "Penalty5[124] = 11\n",
      "Penalty5[126] = 11\n",
      "Penalty5[127] = 11\n",
      "Penalty5[128] = 22\n",
      "Penalty5[129] = 22\n",
      "Penalty5[130] = 11\n",
      "Penalty5[131] = 44\n",
      "Penalty5[132] = 33\n",
      "Penalty5[133] = 11\n",
      "Penalty5[134] = 11\n",
      "Penalty5[135] = 33\n",
      "Penalty5[136] = 11\n",
      "Penalty5[139] = 22\n",
      "Penalty5[141] = 11\n",
      "Penalty5[142] = 33\n",
      "Penalty5[143] = 11\n",
      "Penalty5[145] = 11\n",
      "Penalty5[146] = 33\n",
      "Penalty5[147] = 33\n",
      "Penalty5[148] = 22\n",
      "Penalty5[150] = 22\n",
      "Penalty6[1] = 36\n",
      "Penalty6[2] = 24\n",
      "Penalty6[5] = 30\n",
      "Penalty6[6] = 51\n",
      "Penalty6[7] = 30\n",
      "Penalty6[12] = 12\n",
      "Penalty6[14] = 416\n",
      "Penalty6[22] = 10\n",
      "Penalty6[24] = 11\n",
      "Penalty6[27] = 12\n",
      "Penalty6[29] = 12\n",
      "Penalty6[33] = 12\n",
      "Penalty6[34] = 8\n",
      "Penalty6[35] = 1\n",
      "Penalty6[40] = 144\n",
      "Penalty6[45] = 91\n",
      "Penalty6[47] = 28\n",
      "Penalty6[48] = 36\n",
      "Penalty6[54] = 11\n",
      "Penalty6[55] = 4\n",
      "Penalty6[56] = 13\n",
      "Penalty6[58] = 90\n",
      "Penalty6[59] = 4\n",
      "Penalty6[61] = 6\n",
      "Penalty6[69] = 12\n",
      "Penalty6[70] = 116\n",
      "Penalty6[75] = 12\n",
      "Penalty6[76] = 222\n",
      "Penalty6[79] = 24\n",
      "Penalty6[82] = 20\n",
      "Penalty6[83] = 15\n",
      "Penalty6[85] = 20\n",
      "Penalty6[86] = 36\n",
      "Penalty6[87] = 58\n",
      "Penalty6[91] = 3\n",
      "Penalty6[92] = 216\n",
      "Penalty6[94] = 12\n",
      "Penalty6[96] = 87\n",
      "Penalty6[97] = 448\n",
      "Penalty6[106] = 14\n",
      "Penalty6[107] = 12\n",
      "Penalty6[108] = 24\n",
      "Penalty6[109] = 6\n",
      "Penalty6[110] = 18\n",
      "Penalty6[111] = 11\n",
      "Penalty6[112] = 16\n",
      "Penalty6[113] = 252\n",
      "Penalty6[114] = 15\n",
      "Penalty6[115] = 48\n",
      "Penalty6[117] = 13\n",
      "Penalty6[118] = 96\n",
      "Penalty6[119] = 52\n",
      "Penalty6[120] = 7\n",
      "Penalty6[122] = 20\n",
      "Penalty6[123] = 12\n",
      "Penalty6[124] = 8\n",
      "Penalty6[127] = 1\n",
      "Penalty6[128] = 12\n",
      "Penalty6[130] = 12\n",
      "Penalty6[133] = 28\n",
      "Penalty6[134] = 70\n",
      "Penalty6[136] = 25\n",
      "Penalty6[138] = 36\n",
      "Penalty6[140] = 228\n",
      "Penalty6[141] = 10\n",
      "Penalty6[142] = 36\n",
      "Penalty6[143] = 12\n",
      "Penalty6[144] = 2\n",
      "Penalty6[145] = 8\n",
      "Penalty6[146] = 8\n",
      "Penalty6[147] = 30\n",
      "Penalty6[148] = 12\n",
      "RealAdmissionDatePatient1 = 1\n",
      "RealAdmissionDatePatient2 = 1\n",
      "RealAdmissionDatePatient5 = 1\n",
      "RealAdmissionDatePatient6 = 3\n",
      "RealAdmissionDatePatient7 = 6\n",
      "RealAdmissionDatePatient12 = 3\n",
      "RealAdmissionDatePatient14 = 8\n",
      "RealAdmissionDatePatient22 = 1\n",
      "RealAdmissionDatePatient24 = 1\n",
      "RealAdmissionDatePatient27 = 3\n",
      "RealAdmissionDatePatient29 = 1\n",
      "RealAdmissionDatePatient33 = 1\n",
      "RealAdmissionDatePatient34 = 2\n",
      "RealAdmissionDatePatient35 = 1\n",
      "RealAdmissionDatePatient38 = 1\n",
      "RealAdmissionDatePatient40 = 7\n",
      "RealAdmissionDatePatient42 = 1\n",
      "RealAdmissionDatePatient43 = 1\n",
      "RealAdmissionDatePatient44 = 1\n",
      "RealAdmissionDatePatient45 = 8\n",
      "RealAdmissionDatePatient46 = 1\n",
      "RealAdmissionDatePatient47 = 2\n",
      "RealAdmissionDatePatient48 = 4\n",
      "RealAdmissionDatePatient49 = 1\n",
      "RealAdmissionDatePatient51 = 1\n",
      "RealAdmissionDatePatient53 = 1\n",
      "RealAdmissionDatePatient54 = 2\n",
      "RealAdmissionDatePatient55 = 2\n",
      "RealAdmissionDatePatient56 = 2\n",
      "RealAdmissionDatePatient58 = 4\n",
      "RealAdmissionDatePatient59 = 2\n",
      "RealAdmissionDatePatient60 = 1\n",
      "RealAdmissionDatePatient61 = 2\n",
      "RealAdmissionDatePatient62 = 1\n",
      "RealAdmissionDatePatient63 = 1\n",
      "RealAdmissionDatePatient64 = 1\n",
      "RealAdmissionDatePatient65 = 1\n",
      "RealAdmissionDatePatient66 = 1\n",
      "RealAdmissionDatePatient67 = 1\n",
      "RealAdmissionDatePatient69 = 2\n",
      "RealAdmissionDatePatient70 = 5\n",
      "RealAdmissionDatePatient71 = 1\n",
      "RealAdmissionDatePatient72 = 1\n",
      "RealAdmissionDatePatient73 = 1\n",
      "RealAdmissionDatePatient75 = 2\n",
      "RealAdmissionDatePatient76 = 7\n",
      "RealAdmissionDatePatient77 = 1\n",
      "RealAdmissionDatePatient78 = 1\n",
      "RealAdmissionDatePatient79 = 4\n",
      "RealAdmissionDatePatient80 = 2\n",
      "RealAdmissionDatePatient81 = 2\n",
      "RealAdmissionDatePatient82 = 4\n",
      "RealAdmissionDatePatient83 = 3\n",
      "RealAdmissionDatePatient84 = 2\n",
      "RealAdmissionDatePatient85 = 7\n",
      "RealAdmissionDatePatient86 = 3\n",
      "RealAdmissionDatePatient87 = 3\n",
      "RealAdmissionDatePatient88 = 2\n",
      "RealAdmissionDatePatient89 = 2\n",
      "RealAdmissionDatePatient91 = 5\n",
      "RealAdmissionDatePatient92 = 8\n",
      "RealAdmissionDatePatient93 = 2\n",
      "RealAdmissionDatePatient94 = 3\n",
      "RealAdmissionDatePatient95 = 2\n",
      "RealAdmissionDatePatient96 = 5\n",
      "RealAdmissionDatePatient97 = 9\n",
      "RealAdmissionDatePatient98 = 2\n",
      "RealAdmissionDatePatient99 = 2\n",
      "RealAdmissionDatePatient100 = 2\n",
      "RealAdmissionDatePatient101 = 2\n",
      "RealAdmissionDatePatient102 = 2\n",
      "RealAdmissionDatePatient103 = 2\n",
      "RealAdmissionDatePatient105 = 2\n",
      "RealAdmissionDatePatient106 = 3\n",
      "RealAdmissionDatePatient107 = 3\n",
      "RealAdmissionDatePatient108 = 4\n",
      "RealAdmissionDatePatient109 = 4\n",
      "RealAdmissionDatePatient110 = 4\n",
      "RealAdmissionDatePatient111 = 4\n",
      "RealAdmissionDatePatient112 = 7\n",
      "RealAdmissionDatePatient113 = 10\n",
      "RealAdmissionDatePatient114 = 6\n",
      "RealAdmissionDatePatient115 = 7\n",
      "RealAdmissionDatePatient116 = 3\n",
      "RealAdmissionDatePatient117 = 4\n",
      "RealAdmissionDatePatient118 = 7\n",
      "RealAdmissionDatePatient119 = 4\n",
      "RealAdmissionDatePatient120 = 4\n",
      "RealAdmissionDatePatient121 = 3\n",
      "RealAdmissionDatePatient122 = 7\n",
      "RealAdmissionDatePatient123 = 4\n",
      "RealAdmissionDatePatient124 = 5\n",
      "RealAdmissionDatePatient125 = 3\n",
      "RealAdmissionDatePatient126 = 3\n",
      "RealAdmissionDatePatient127 = 4\n",
      "RealAdmissionDatePatient128 = 4\n",
      "RealAdmissionDatePatient129 = 3\n",
      "RealAdmissionDatePatient130 = 5\n",
      "RealAdmissionDatePatient131 = 3\n",
      "RealAdmissionDatePatient132 = 3\n",
      "RealAdmissionDatePatient133 = 7\n",
      "RealAdmissionDatePatient134 = 10\n",
      "RealAdmissionDatePatient135 = 3\n",
      "RealAdmissionDatePatient136 = 8\n",
      "RealAdmissionDatePatient138 = 6\n",
      "RealAdmissionDatePatient139 = 3\n",
      "RealAdmissionDatePatient140 = 7\n",
      "RealAdmissionDatePatient141 = 5\n",
      "RealAdmissionDatePatient142 = 7\n",
      "RealAdmissionDatePatient143 = 5\n",
      "RealAdmissionDatePatient144 = 6\n",
      "RealAdmissionDatePatient145 = 6\n",
      "RealAdmissionDatePatient146 = 6\n",
      "RealAdmissionDatePatient147 = 6\n",
      "RealAdmissionDatePatient148 = 5\n",
      "RealAdmissionDatePatient149 = 4\n",
      "RealAdmissionDatePatient150 = 4\n",
      "RealDischargeDatePatient1 = 9\n",
      "RealDischargeDatePatient2 = 8\n",
      "RealDischargeDatePatient3 = 4\n",
      "RealDischargeDatePatient4 = 8\n",
      "RealDischargeDatePatient5 = 12\n",
      "RealDischargeDatePatient6 = 42\n",
      "RealDischargeDatePatient7 = 13\n",
      "RealDischargeDatePatient8 = 9\n",
      "RealDischargeDatePatient10 = 9\n",
      "RealDischargeDatePatient11 = 5\n",
      "RealDischargeDatePatient12 = 7\n",
      "RealDischargeDatePatient13 = 6\n",
      "RealDischargeDatePatient14 = 42\n",
      "RealDischargeDatePatient15 = 5\n",
      "RealDischargeDatePatient17 = 10\n",
      "RealDischargeDatePatient18 = 2\n",
      "RealDischargeDatePatient19 = 17\n",
      "RealDischargeDatePatient20 = 6\n",
      "RealDischargeDatePatient21 = 1\n",
      "RealDischargeDatePatient22 = 5\n",
      "RealDischargeDatePatient23 = 2\n",
      "RealDischargeDatePatient24 = 7\n",
      "RealDischargeDatePatient25 = 13\n",
      "RealDischargeDatePatient26 = 7\n",
      "RealDischargeDatePatient27 = 6\n",
      "RealDischargeDatePatient28 = 6\n",
      "RealDischargeDatePatient29 = 6\n",
      "RealDischargeDatePatient30 = 46\n",
      "RealDischargeDatePatient31 = 13\n",
      "RealDischargeDatePatient32 = 15\n",
      "RealDischargeDatePatient33 = 6\n",
      "RealDischargeDatePatient34 = 6\n",
      "RealDischargeDatePatient35 = 1\n",
      "RealDischargeDatePatient37 = 2\n",
      "RealDischargeDatePatient38 = 10\n",
      "RealDischargeDatePatient40 = 43\n",
      "RealDischargeDatePatient42 = 3\n",
      "RealDischargeDatePatient43 = 6\n",
      "RealDischargeDatePatient44 = 10\n",
      "RealDischargeDatePatient45 = 16\n",
      "RealDischargeDatePatient46 = 10\n",
      "RealDischargeDatePatient47 = 14\n",
      "RealDischargeDatePatient48 = 42\n",
      "RealDischargeDatePatient49 = 12\n",
      "RealDischargeDatePatient51 = 7\n",
      "RealDischargeDatePatient53 = 3\n",
      "RealDischargeDatePatient54 = 7\n",
      "RealDischargeDatePatient55 = 5\n",
      "RealDischargeDatePatient56 = 7\n",
      "RealDischargeDatePatient58 = 15\n",
      "RealDischargeDatePatient59 = 5\n",
      "RealDischargeDatePatient60 = 6\n",
      "RealDischargeDatePatient61 = 3\n",
      "RealDischargeDatePatient62 = 19\n",
      "RealDischargeDatePatient63 = 3\n",
      "RealDischargeDatePatient64 = 10\n",
      "RealDischargeDatePatient65 = 11\n",
      "RealDischargeDatePatient66 = 7\n",
      "RealDischargeDatePatient67 = 15\n",
      "RealDischargeDatePatient69 = 7\n",
      "RealDischargeDatePatient70 = 17\n",
      "RealDischargeDatePatient71 = 8\n",
      "RealDischargeDatePatient72 = 5\n",
      "RealDischargeDatePatient73 = 15\n",
      "RealDischargeDatePatient75 = 8\n",
      "RealDischargeDatePatient76 = 20\n",
      "RealDischargeDatePatient77 = 2\n",
      "RealDischargeDatePatient78 = 8\n",
      "RealDischargeDatePatient79 = 9\n",
      "RealDischargeDatePatient80 = 15\n",
      "RealDischargeDatePatient81 = 21\n",
      "RealDischargeDatePatient82 = 14\n",
      "RealDischargeDatePatient83 = 12\n",
      "RealDischargeDatePatient84 = 8\n",
      "RealDischargeDatePatient85 = 47\n",
      "RealDischargeDatePatient86 = 16\n",
      "RealDischargeDatePatient87 = 17\n",
      "RealDischargeDatePatient88 = 7\n",
      "RealDischargeDatePatient89 = 19\n",
      "RealDischargeDatePatient91 = 5\n",
      "RealDischargeDatePatient92 = 41\n",
      "RealDischargeDatePatient93 = 16\n",
      "RealDischargeDatePatient94 = 9\n",
      "RealDischargeDatePatient95 = 8\n",
      "RealDischargeDatePatient96 = 17\n",
      "RealDischargeDatePatient97 = 27\n",
      "RealDischargeDatePatient98 = 11\n",
      "RealDischargeDatePatient99 = 7\n",
      "RealDischargeDatePatient100 = 8\n",
      "RealDischargeDatePatient101 = 15\n",
      "RealDischargeDatePatient102 = 3\n",
      "RealDischargeDatePatient103 = 11\n",
      "RealDischargeDatePatient105 = 11\n",
      "RealDischargeDatePatient106 = 11\n",
      "RealDischargeDatePatient107 = 8\n",
      "RealDischargeDatePatient108 = 11\n",
      "RealDischargeDatePatient109 = 5\n",
      "RealDischargeDatePatient110 = 9\n",
      "RealDischargeDatePatient111 = 9\n",
      "RealDischargeDatePatient112 = 10\n",
      "RealDischargeDatePatient113 = 41\n",
      "RealDischargeDatePatient114 = 14\n",
      "RealDischargeDatePatient115 = 44\n",
      "RealDischargeDatePatient116 = 18\n",
      "RealDischargeDatePatient117 = 10\n",
      "RealDischargeDatePatient118 = 43\n",
      "RealDischargeDatePatient119 = 16\n",
      "RealDischargeDatePatient120 = 8\n",
      "RealDischargeDatePatient121 = 11\n",
      "RealDischargeDatePatient122 = 42\n",
      "RealDischargeDatePatient123 = 9\n",
      "RealDischargeDatePatient124 = 12\n",
      "RealDischargeDatePatient125 = 8\n",
      "RealDischargeDatePatient126 = 11\n",
      "RealDischargeDatePatient127 = 7\n",
      "RealDischargeDatePatient128 = 9\n",
      "RealDischargeDatePatient129 = 8\n",
      "RealDischargeDatePatient130 = 6\n",
      "RealDischargeDatePatient131 = 8\n",
      "RealDischargeDatePatient132 = 15\n",
      "RealDischargeDatePatient133 = 11\n",
      "RealDischargeDatePatient134 = 45\n",
      "RealDischargeDatePatient135 = 21\n",
      "RealDischargeDatePatient136 = 13\n",
      "RealDischargeDatePatient138 = 11\n",
      "RealDischargeDatePatient139 = 12\n",
      "RealDischargeDatePatient140 = 27\n",
      "RealDischargeDatePatient141 = 9\n",
      "RealDischargeDatePatient142 = 15\n",
      "RealDischargeDatePatient143 = 10\n",
      "RealDischargeDatePatient144 = 7\n",
      "RealDischargeDatePatient145 = 9\n",
      "RealDischargeDatePatient146 = 13\n",
      "RealDischargeDatePatient147 = 15\n",
      "RealDischargeDatePatient148 = 10\n",
      "RealDischargeDatePatient149 = 13\n",
      "RealDischargeDatePatient150 = 13\n",
      "GenderofRoom11OnDay0 = 1\n",
      "GenderofRoom11OnDay3 = 1\n",
      "GenderofRoom11OnDay4 = 1\n",
      "GenderofRoom11OnDay5 = 1\n",
      "GenderofRoom11OnDay6 = 1\n",
      "GenderofRoom11OnDay7 = 1\n",
      "GenderofRoom11OnDay8 = 1\n",
      "GenderofRoom11OnDay9 = 1\n",
      "GenderofRoom11OnDay10 = 1\n",
      "GenderofRoom11OnDay11 = 1\n",
      "GenderofRoom11OnDay12 = 1\n",
      "GenderofRoom11OnDay13 = 1\n",
      "GenderofRoom11OnDay14 = 1\n",
      "GenderofRoom11OnDay15 = 1\n",
      "GenderofRoom11OnDay16 = 1\n",
      "GenderofRoom11OnDay17 = 1\n",
      "GenderofRoom11OnDay18 = 1\n",
      "GenderofRoom11OnDay19 = 1\n",
      "GenderofRoom11OnDay20 = 1\n",
      "GenderofRoom11OnDay21 = 1\n",
      "GenderofRoom11OnDay22 = 1\n",
      "GenderofRoom11OnDay23 = 1\n",
      "GenderofRoom11OnDay24 = 1\n",
      "GenderofRoom11OnDay25 = 1\n",
      "GenderofRoom11OnDay26 = 1\n",
      "GenderofRoom11OnDay27 = 1\n",
      "GenderofRoom11OnDay28 = 1\n",
      "GenderofRoom11OnDay29 = 1\n",
      "GenderofRoom11OnDay30 = 1\n",
      "GenderofRoom11OnDay31 = 1\n",
      "GenderofRoom11OnDay32 = 1\n",
      "GenderofRoom11OnDay33 = 1\n",
      "GenderofRoom11OnDay34 = 1\n",
      "GenderofRoom11OnDay35 = 1\n",
      "GenderofRoom11OnDay36 = 1\n",
      "GenderofRoom11OnDay37 = 1\n",
      "GenderofRoom11OnDay38 = 1\n",
      "GenderofRoom11OnDay39 = 1\n",
      "GenderofRoom11OnDay40 = 1\n",
      "GenderofRoom11OnDay41 = 1\n",
      "GenderofRoom11OnDay42 = 1\n",
      "GenderofRoom11OnDay43 = 1\n",
      "GenderofRoom11OnDay44 = 1\n",
      "GenderofRoom11OnDay45 = 1\n",
      "GenderofRoom11OnDay46 = 1\n",
      "GenderofRoom11OnDay47 = 1\n",
      "GenderofRoom14OnDay0 = 1\n",
      "GenderofRoom14OnDay1 = 1\n",
      "GenderofRoom14OnDay2 = 1\n",
      "GenderofRoom14OnDay3 = 1\n",
      "GenderofRoom14OnDay4 = 1\n",
      "GenderofRoom14OnDay12 = 1\n",
      "GenderofRoom14OnDay13 = 1\n",
      "GenderofRoom14OnDay14 = 1\n",
      "GenderofRoom14OnDay15 = 1\n",
      "GenderofRoom14OnDay16 = 1\n",
      "GenderofRoom14OnDay17 = 1\n",
      "GenderofRoom14OnDay18 = 1\n",
      "GenderofRoom14OnDay19 = 1\n",
      "GenderofRoom14OnDay20 = 1\n",
      "GenderofRoom14OnDay21 = 1\n",
      "GenderofRoom14OnDay23 = 1\n",
      "GenderofRoom14OnDay24 = 1\n",
      "GenderofRoom14OnDay26 = 1\n",
      "GenderofRoom14OnDay27 = 1\n",
      "GenderofRoom14OnDay28 = 1\n",
      "GenderofRoom14OnDay29 = 1\n",
      "GenderofRoom14OnDay30 = 1\n",
      "GenderofRoom14OnDay31 = 1\n",
      "GenderofRoom14OnDay32 = 1\n",
      "GenderofRoom14OnDay33 = 1\n",
      "GenderofRoom14OnDay34 = 1\n",
      "GenderofRoom14OnDay35 = 1\n",
      "GenderofRoom14OnDay36 = 1\n",
      "GenderofRoom14OnDay37 = 1\n",
      "GenderofRoom14OnDay38 = 1\n",
      "GenderofRoom14OnDay39 = 1\n",
      "GenderofRoom14OnDay40 = 1\n",
      "GenderofRoom14OnDay41 = 1\n",
      "GenderofRoom14OnDay42 = 1\n",
      "GenderofRoom14OnDay43 = 1\n",
      "GenderofRoom14OnDay44 = 1\n",
      "GenderofRoom14OnDay45 = 1\n",
      "GenderofRoom14OnDay46 = 1\n",
      "GenderofRoom14OnDay47 = 1\n",
      "GenderofRoom18OnDay0 = 1\n",
      "GenderofRoom18OnDay1 = 1\n",
      "GenderofRoom18OnDay2 = 1\n",
      "GenderofRoom18OnDay3 = 1\n",
      "GenderofRoom18OnDay4 = 1\n",
      "GenderofRoom18OnDay5 = 1\n",
      "GenderofRoom18OnDay6 = 1\n",
      "GenderofRoom18OnDay7 = 1\n",
      "GenderofRoom18OnDay8 = 1\n",
      "GenderofRoom18OnDay9 = 1\n",
      "GenderofRoom18OnDay10 = 1\n",
      "GenderofRoom18OnDay11 = 1\n",
      "GenderofRoom18OnDay12 = 1\n",
      "GenderofRoom18OnDay13 = 1\n",
      "GenderofRoom18OnDay14 = 1\n",
      "GenderofRoom18OnDay15 = 1\n",
      "GenderofRoom18OnDay16 = 1\n",
      "GenderofRoom18OnDay17 = 1\n",
      "GenderofRoom18OnDay18 = 1\n",
      "GenderofRoom18OnDay19 = 1\n",
      "GenderofRoom18OnDay20 = 1\n",
      "GenderofRoom18OnDay21 = 1\n",
      "GenderofRoom18OnDay22 = 1\n",
      "GenderofRoom18OnDay23 = 1\n",
      "GenderofRoom18OnDay24 = 1\n",
      "GenderofRoom18OnDay25 = 1\n",
      "GenderofRoom18OnDay26 = 1\n",
      "GenderofRoom18OnDay27 = 1\n",
      "GenderofRoom18OnDay28 = 1\n",
      "GenderofRoom18OnDay29 = 1\n",
      "GenderofRoom18OnDay30 = 1\n",
      "GenderofRoom18OnDay31 = 1\n",
      "GenderofRoom18OnDay32 = 1\n",
      "GenderofRoom18OnDay33 = 1\n",
      "GenderofRoom18OnDay34 = 1\n",
      "GenderofRoom18OnDay35 = 1\n",
      "GenderofRoom18OnDay36 = 1\n",
      "GenderofRoom18OnDay37 = 1\n",
      "GenderofRoom18OnDay38 = 1\n",
      "GenderofRoom18OnDay39 = 1\n",
      "GenderofRoom18OnDay40 = 1\n",
      "GenderofRoom18OnDay41 = 1\n",
      "GenderofRoom18OnDay42 = 1\n",
      "GenderofRoom18OnDay43 = 1\n",
      "GenderofRoom18OnDay44 = 1\n",
      "GenderofRoom18OnDay45 = 1\n",
      "GenderofRoom18OnDay46 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GenderofRoom18OnDay47 = 1\n",
      "GenderofRoom112OnDay0 = 1\n",
      "GenderofRoom112OnDay1 = 1\n",
      "GenderofRoom112OnDay2 = 1\n",
      "GenderofRoom112OnDay3 = 1\n",
      "GenderofRoom112OnDay4 = 1\n",
      "GenderofRoom112OnDay5 = 1\n",
      "GenderofRoom112OnDay6 = 1\n",
      "GenderofRoom112OnDay7 = 1\n",
      "GenderofRoom112OnDay8 = 1\n",
      "GenderofRoom112OnDay9 = 1\n",
      "GenderofRoom112OnDay11 = 1\n",
      "GenderofRoom112OnDay12 = 1\n",
      "GenderofRoom112OnDay13 = 1\n",
      "GenderofRoom112OnDay14 = 1\n",
      "GenderofRoom112OnDay15 = 1\n",
      "GenderofRoom112OnDay16 = 1\n",
      "GenderofRoom112OnDay17 = 1\n",
      "GenderofRoom112OnDay18 = 1\n",
      "GenderofRoom112OnDay19 = 1\n",
      "GenderofRoom112OnDay20 = 1\n",
      "GenderofRoom112OnDay21 = 1\n",
      "GenderofRoom112OnDay22 = 1\n",
      "GenderofRoom112OnDay23 = 1\n",
      "GenderofRoom112OnDay24 = 1\n",
      "GenderofRoom112OnDay25 = 1\n",
      "GenderofRoom112OnDay26 = 1\n",
      "GenderofRoom112OnDay27 = 1\n",
      "GenderofRoom112OnDay28 = 1\n",
      "GenderofRoom112OnDay29 = 1\n",
      "GenderofRoom112OnDay30 = 1\n",
      "GenderofRoom112OnDay31 = 1\n",
      "GenderofRoom112OnDay32 = 1\n",
      "GenderofRoom112OnDay33 = 1\n",
      "GenderofRoom112OnDay34 = 1\n",
      "GenderofRoom112OnDay35 = 1\n",
      "GenderofRoom112OnDay36 = 1\n",
      "GenderofRoom112OnDay37 = 1\n",
      "GenderofRoom112OnDay38 = 1\n",
      "GenderofRoom112OnDay39 = 1\n",
      "GenderofRoom112OnDay40 = 1\n",
      "GenderofRoom112OnDay41 = 1\n",
      "GenderofRoom112OnDay42 = 1\n",
      "GenderofRoom112OnDay43 = 1\n",
      "GenderofRoom112OnDay44 = 1\n",
      "GenderofRoom112OnDay45 = 1\n",
      "GenderofRoom112OnDay46 = 1\n",
      "GenderofRoom112OnDay47 = 1\n",
      "GenderofRoom113OnDay1 = 1\n",
      "GenderofRoom113OnDay2 = 1\n",
      "GenderofRoom113OnDay3 = 1\n",
      "GenderofRoom113OnDay4 = 1\n",
      "GenderofRoom113OnDay5 = 1\n",
      "GenderofRoom113OnDay6 = 1\n",
      "GenderofRoom113OnDay7 = 1\n",
      "GenderofRoom113OnDay8 = 1\n",
      "GenderofRoom113OnDay9 = 1\n",
      "GenderofRoom113OnDay10 = 1\n",
      "GenderofRoom113OnDay11 = 1\n",
      "GenderofRoom113OnDay12 = 1\n",
      "GenderofRoom113OnDay13 = 1\n",
      "GenderofRoom113OnDay14 = 1\n",
      "GenderofRoom113OnDay15 = 1\n",
      "GenderofRoom113OnDay16 = 1\n",
      "GenderofRoom113OnDay17 = 1\n",
      "GenderofRoom113OnDay18 = 1\n",
      "GenderofRoom113OnDay19 = 1\n",
      "GenderofRoom113OnDay20 = 1\n",
      "GenderofRoom113OnDay21 = 1\n",
      "GenderofRoom113OnDay22 = 1\n",
      "GenderofRoom113OnDay23 = 1\n",
      "GenderofRoom113OnDay24 = 1\n",
      "GenderofRoom113OnDay25 = 1\n",
      "GenderofRoom113OnDay26 = 1\n",
      "GenderofRoom113OnDay27 = 1\n",
      "GenderofRoom113OnDay28 = 1\n",
      "GenderofRoom113OnDay29 = 1\n",
      "GenderofRoom113OnDay30 = 1\n",
      "GenderofRoom113OnDay31 = 1\n",
      "GenderofRoom113OnDay32 = 1\n",
      "GenderofRoom113OnDay33 = 1\n",
      "GenderofRoom113OnDay34 = 1\n",
      "GenderofRoom113OnDay35 = 1\n",
      "GenderofRoom113OnDay36 = 1\n",
      "GenderofRoom113OnDay37 = 1\n",
      "GenderofRoom113OnDay38 = 1\n",
      "GenderofRoom113OnDay39 = 1\n",
      "GenderofRoom113OnDay40 = 1\n",
      "GenderofRoom113OnDay41 = 1\n",
      "GenderofRoom113OnDay42 = 1\n",
      "GenderofRoom113OnDay43 = 1\n",
      "GenderofRoom113OnDay44 = 1\n",
      "GenderofRoom113OnDay45 = 1\n",
      "GenderofRoom113OnDay46 = 1\n",
      "GenderofRoom113OnDay47 = 1\n",
      "GenderofRoom114OnDay1 = 1\n",
      "GenderofRoom114OnDay2 = 1\n",
      "GenderofRoom114OnDay3 = 1\n",
      "GenderofRoom114OnDay4 = 1\n",
      "GenderofRoom114OnDay5 = 1\n",
      "GenderofRoom114OnDay6 = 1\n",
      "GenderofRoom114OnDay7 = 1\n",
      "GenderofRoom114OnDay8 = 1\n",
      "GenderofRoom114OnDay9 = 1\n",
      "GenderofRoom114OnDay10 = 1\n",
      "GenderofRoom114OnDay11 = 1\n",
      "GenderofRoom114OnDay12 = 1\n",
      "GenderofRoom114OnDay13 = 1\n",
      "GenderofRoom114OnDay14 = 1\n",
      "GenderofRoom114OnDay15 = 1\n",
      "GenderofRoom114OnDay16 = 1\n",
      "GenderofRoom114OnDay17 = 1\n",
      "GenderofRoom114OnDay18 = 1\n",
      "GenderofRoom114OnDay19 = 1\n",
      "GenderofRoom114OnDay20 = 1\n",
      "GenderofRoom114OnDay21 = 1\n",
      "GenderofRoom114OnDay22 = 1\n",
      "GenderofRoom114OnDay23 = 1\n",
      "GenderofRoom114OnDay24 = 1\n",
      "GenderofRoom114OnDay25 = 1\n",
      "GenderofRoom114OnDay26 = 1\n",
      "GenderofRoom114OnDay27 = 1\n",
      "GenderofRoom114OnDay28 = 1\n",
      "GenderofRoom114OnDay29 = 1\n",
      "GenderofRoom114OnDay30 = 1\n",
      "GenderofRoom114OnDay31 = 1\n",
      "GenderofRoom114OnDay32 = 1\n",
      "GenderofRoom114OnDay33 = 1\n",
      "GenderofRoom114OnDay34 = 1\n",
      "GenderofRoom114OnDay35 = 1\n",
      "GenderofRoom114OnDay36 = 1\n",
      "GenderofRoom114OnDay37 = 1\n",
      "GenderofRoom114OnDay38 = 1\n",
      "GenderofRoom114OnDay39 = 1\n",
      "GenderofRoom114OnDay40 = 1\n",
      "GenderofRoom114OnDay41 = 1\n",
      "GenderofRoom114OnDay42 = 1\n",
      "GenderofRoom114OnDay43 = 1\n",
      "GenderofRoom114OnDay44 = 1\n",
      "GenderofRoom114OnDay45 = 1\n",
      "GenderofRoom114OnDay46 = 1\n",
      "GenderofRoom114OnDay47 = 1\n",
      "GenderofRoom115OnDay1 = 1\n",
      "GenderofRoom115OnDay2 = 1\n",
      "GenderofRoom115OnDay3 = 1\n",
      "GenderofRoom115OnDay4 = 1\n",
      "GenderofRoom115OnDay5 = 1\n",
      "GenderofRoom115OnDay6 = 1\n",
      "GenderofRoom115OnDay7 = 1\n",
      "GenderofRoom115OnDay8 = 1\n",
      "GenderofRoom115OnDay9 = 1\n",
      "GenderofRoom115OnDay10 = 1\n",
      "GenderofRoom115OnDay11 = 1\n",
      "GenderofRoom115OnDay12 = 1\n",
      "GenderofRoom115OnDay13 = 1\n",
      "GenderofRoom115OnDay14 = 1\n",
      "GenderofRoom115OnDay15 = 1\n",
      "GenderofRoom115OnDay16 = 1\n",
      "GenderofRoom115OnDay17 = 1\n",
      "GenderofRoom115OnDay18 = 1\n",
      "GenderofRoom115OnDay19 = 1\n",
      "GenderofRoom115OnDay20 = 1\n",
      "GenderofRoom115OnDay21 = 1\n",
      "GenderofRoom115OnDay22 = 1\n",
      "GenderofRoom115OnDay23 = 1\n",
      "GenderofRoom115OnDay24 = 1\n",
      "GenderofRoom115OnDay25 = 1\n",
      "GenderofRoom115OnDay26 = 1\n",
      "GenderofRoom115OnDay27 = 1\n",
      "GenderofRoom115OnDay28 = 1\n",
      "GenderofRoom115OnDay29 = 1\n",
      "GenderofRoom115OnDay30 = 1\n",
      "GenderofRoom115OnDay31 = 1\n",
      "GenderofRoom115OnDay32 = 1\n",
      "GenderofRoom115OnDay33 = 1\n",
      "GenderofRoom115OnDay34 = 1\n",
      "GenderofRoom115OnDay35 = 1\n",
      "GenderofRoom115OnDay36 = 1\n",
      "GenderofRoom115OnDay37 = 1\n",
      "GenderofRoom115OnDay38 = 1\n",
      "GenderofRoom115OnDay39 = 1\n",
      "GenderofRoom115OnDay40 = 1\n",
      "GenderofRoom115OnDay41 = 1\n",
      "GenderofRoom115OnDay42 = 1\n",
      "GenderofRoom115OnDay43 = 1\n",
      "GenderofRoom115OnDay44 = 1\n",
      "GenderofRoom115OnDay45 = 1\n",
      "GenderofRoom115OnDay46 = 1\n",
      "GenderofRoom115OnDay47 = 1\n",
      "GenderofRoom117OnDay0 = 1\n",
      "GenderofRoom117OnDay1 = 1\n",
      "GenderofRoom117OnDay2 = 1\n",
      "GenderofRoom117OnDay3 = 1\n",
      "GenderofRoom117OnDay6 = 1\n",
      "GenderofRoom117OnDay9 = 1\n",
      "GenderofRoom117OnDay18 = 1\n",
      "GenderofRoom117OnDay19 = 1\n",
      "GenderofRoom117OnDay20 = 1\n",
      "GenderofRoom117OnDay21 = 1\n",
      "GenderofRoom117OnDay22 = 1\n",
      "GenderofRoom117OnDay23 = 1\n",
      "GenderofRoom117OnDay24 = 1\n",
      "GenderofRoom117OnDay25 = 1\n",
      "GenderofRoom117OnDay26 = 1\n",
      "GenderofRoom117OnDay27 = 1\n",
      "GenderofRoom117OnDay28 = 1\n",
      "GenderofRoom117OnDay29 = 1\n",
      "GenderofRoom117OnDay30 = 1\n",
      "GenderofRoom117OnDay31 = 1\n",
      "GenderofRoom117OnDay32 = 1\n",
      "GenderofRoom117OnDay33 = 1\n",
      "GenderofRoom117OnDay34 = 1\n",
      "GenderofRoom117OnDay35 = 1\n",
      "GenderofRoom117OnDay36 = 1\n",
      "GenderofRoom117OnDay37 = 1\n",
      "GenderofRoom117OnDay38 = 1\n",
      "GenderofRoom117OnDay39 = 1\n",
      "GenderofRoom117OnDay40 = 1\n",
      "GenderofRoom117OnDay41 = 1\n",
      "GenderofRoom117OnDay42 = 1\n",
      "GenderofRoom117OnDay43 = 1\n",
      "GenderofRoom117OnDay44 = 1\n",
      "GenderofRoom117OnDay45 = 1\n",
      "GenderofRoom117OnDay46 = 1\n",
      "GenderofRoom117OnDay47 = 1\n",
      "GenderofRoom118OnDay0 = 1\n",
      "GenderofRoom118OnDay1 = 1\n",
      "GenderofRoom118OnDay2 = 1\n",
      "GenderofRoom118OnDay14 = 1\n",
      "GenderofRoom118OnDay15 = 1\n",
      "GenderofRoom118OnDay16 = 1\n",
      "GenderofRoom118OnDay17 = 1\n",
      "GenderofRoom118OnDay18 = 1\n",
      "GenderofRoom118OnDay19 = 1\n",
      "GenderofRoom118OnDay20 = 1\n",
      "GenderofRoom118OnDay21 = 1\n",
      "GenderofRoom118OnDay22 = 1\n",
      "GenderofRoom118OnDay23 = 1\n",
      "GenderofRoom118OnDay24 = 1\n",
      "GenderofRoom118OnDay25 = 1\n",
      "GenderofRoom118OnDay26 = 1\n",
      "GenderofRoom118OnDay27 = 1\n",
      "GenderofRoom118OnDay28 = 1\n",
      "GenderofRoom118OnDay29 = 1\n",
      "GenderofRoom118OnDay30 = 1\n",
      "GenderofRoom118OnDay31 = 1\n",
      "GenderofRoom118OnDay32 = 1\n",
      "GenderofRoom118OnDay33 = 1\n",
      "GenderofRoom118OnDay34 = 1\n",
      "GenderofRoom118OnDay35 = 1\n",
      "GenderofRoom118OnDay36 = 1\n",
      "GenderofRoom118OnDay37 = 1\n",
      "GenderofRoom118OnDay38 = 1\n",
      "GenderofRoom118OnDay39 = 1\n",
      "GenderofRoom118OnDay40 = 1\n",
      "GenderofRoom118OnDay41 = 1\n",
      "GenderofRoom118OnDay42 = 1\n",
      "GenderofRoom118OnDay43 = 1\n",
      "GenderofRoom118OnDay44 = 1\n",
      "GenderofRoom118OnDay45 = 1\n",
      "GenderofRoom118OnDay46 = 1\n",
      "GenderofRoom118OnDay47 = 1\n",
      "GenderofRoom120OnDay1 = 1\n",
      "GenderofRoom120OnDay2 = 1\n",
      "GenderofRoom120OnDay3 = 1\n",
      "GenderofRoom120OnDay4 = 1\n",
      "GenderofRoom120OnDay5 = 1\n",
      "GenderofRoom120OnDay6 = 1\n",
      "GenderofRoom120OnDay7 = 1\n",
      "GenderofRoom120OnDay8 = 1\n",
      "GenderofRoom120OnDay9 = 1\n",
      "GenderofRoom120OnDay10 = 1\n",
      "GenderofRoom120OnDay11 = 1\n",
      "GenderofRoom120OnDay12 = 1\n",
      "GenderofRoom120OnDay13 = 1\n",
      "GenderofRoom120OnDay14 = 1\n",
      "GenderofRoom120OnDay15 = 1\n",
      "GenderofRoom120OnDay16 = 1\n",
      "GenderofRoom120OnDay17 = 1\n",
      "GenderofRoom120OnDay18 = 1\n",
      "GenderofRoom120OnDay19 = 1\n",
      "GenderofRoom120OnDay20 = 1\n",
      "GenderofRoom120OnDay21 = 1\n",
      "GenderofRoom120OnDay22 = 1\n",
      "GenderofRoom120OnDay23 = 1\n",
      "GenderofRoom120OnDay24 = 1\n",
      "GenderofRoom120OnDay25 = 1\n",
      "GenderofRoom120OnDay26 = 1\n",
      "GenderofRoom120OnDay27 = 1\n",
      "GenderofRoom120OnDay28 = 1\n",
      "GenderofRoom120OnDay29 = 1\n",
      "GenderofRoom120OnDay30 = 1\n",
      "GenderofRoom120OnDay31 = 1\n",
      "GenderofRoom120OnDay32 = 1\n",
      "GenderofRoom120OnDay33 = 1\n",
      "GenderofRoom120OnDay34 = 1\n",
      "GenderofRoom120OnDay35 = 1\n",
      "GenderofRoom120OnDay36 = 1\n",
      "GenderofRoom120OnDay37 = 1\n",
      "GenderofRoom120OnDay38 = 1\n",
      "GenderofRoom120OnDay39 = 1\n",
      "GenderofRoom120OnDay40 = 1\n",
      "GenderofRoom120OnDay41 = 1\n",
      "GenderofRoom120OnDay42 = 1\n",
      "GenderofRoom120OnDay43 = 1\n",
      "GenderofRoom120OnDay44 = 1\n",
      "GenderofRoom120OnDay45 = 1\n",
      "GenderofRoom120OnDay46 = 1\n",
      "GenderofRoom120OnDay47 = 1\n",
      "GenderofRoom223OnDay0 = 1\n",
      "GenderofRoom223OnDay1 = 1\n",
      "GenderofRoom223OnDay2 = 1\n",
      "GenderofRoom223OnDay3 = 1\n",
      "GenderofRoom223OnDay4 = 1\n",
      "GenderofRoom223OnDay5 = 1\n",
      "GenderofRoom223OnDay6 = 1\n",
      "GenderofRoom223OnDay13 = 1\n",
      "GenderofRoom223OnDay14 = 1\n",
      "GenderofRoom223OnDay15 = 1\n",
      "GenderofRoom223OnDay16 = 1\n",
      "GenderofRoom223OnDay17 = 1\n",
      "GenderofRoom223OnDay18 = 1\n",
      "GenderofRoom223OnDay19 = 1\n",
      "GenderofRoom223OnDay20 = 1\n",
      "GenderofRoom223OnDay21 = 1\n",
      "GenderofRoom223OnDay22 = 1\n",
      "GenderofRoom223OnDay23 = 1\n",
      "GenderofRoom223OnDay24 = 1\n",
      "GenderofRoom223OnDay25 = 1\n",
      "GenderofRoom223OnDay26 = 1\n",
      "GenderofRoom223OnDay27 = 1\n",
      "GenderofRoom223OnDay28 = 1\n",
      "GenderofRoom223OnDay29 = 1\n",
      "GenderofRoom223OnDay30 = 1\n",
      "GenderofRoom223OnDay31 = 1\n",
      "GenderofRoom223OnDay32 = 1\n",
      "GenderofRoom223OnDay33 = 1\n",
      "GenderofRoom223OnDay34 = 1\n",
      "GenderofRoom223OnDay35 = 1\n",
      "GenderofRoom223OnDay36 = 1\n",
      "GenderofRoom223OnDay37 = 1\n",
      "GenderofRoom223OnDay38 = 1\n",
      "GenderofRoom223OnDay39 = 1\n",
      "GenderofRoom223OnDay40 = 1\n",
      "GenderofRoom223OnDay41 = 1\n",
      "GenderofRoom223OnDay42 = 1\n",
      "GenderofRoom223OnDay43 = 1\n",
      "GenderofRoom223OnDay44 = 1\n",
      "GenderofRoom223OnDay45 = 1\n",
      "GenderofRoom223OnDay46 = 1\n",
      "GenderofRoom223OnDay47 = 1\n",
      "GenderofRoom225OnDay0 = 1\n",
      "GenderofRoom225OnDay1 = 1\n",
      "GenderofRoom225OnDay2 = 1\n",
      "GenderofRoom225OnDay18 = 1\n",
      "GenderofRoom225OnDay19 = 1\n",
      "GenderofRoom225OnDay24 = 1\n",
      "GenderofRoom225OnDay25 = 1\n",
      "GenderofRoom225OnDay26 = 1\n",
      "GenderofRoom225OnDay27 = 1\n",
      "GenderofRoom225OnDay28 = 1\n",
      "GenderofRoom225OnDay29 = 1\n",
      "GenderofRoom225OnDay30 = 1\n",
      "GenderofRoom225OnDay31 = 1\n",
      "GenderofRoom225OnDay38 = 1\n",
      "GenderofRoom225OnDay39 = 1\n",
      "GenderofRoom225OnDay40 = 1\n",
      "GenderofRoom225OnDay41 = 1\n",
      "GenderofRoom225OnDay42 = 1\n",
      "GenderofRoom225OnDay43 = 1\n",
      "GenderofRoom225OnDay44 = 1\n",
      "GenderofRoom225OnDay45 = 1\n",
      "GenderofRoom225OnDay46 = 1\n",
      "GenderofRoom225OnDay47 = 1\n",
      "GenderofRoom226OnDay0 = 1\n",
      "GenderofRoom226OnDay10 = 1\n",
      "GenderofRoom226OnDay11 = 1\n",
      "GenderofRoom226OnDay12 = 1\n",
      "GenderofRoom226OnDay14 = 1\n",
      "GenderofRoom226OnDay15 = 1\n",
      "GenderofRoom226OnDay16 = 1\n",
      "GenderofRoom226OnDay17 = 1\n",
      "GenderofRoom226OnDay20 = 1\n",
      "GenderofRoom226OnDay21 = 1\n",
      "GenderofRoom226OnDay22 = 1\n",
      "GenderofRoom226OnDay23 = 1\n",
      "GenderofRoom226OnDay24 = 1\n",
      "GenderofRoom226OnDay25 = 1\n",
      "GenderofRoom226OnDay26 = 1\n",
      "GenderofRoom226OnDay27 = 1\n",
      "GenderofRoom226OnDay28 = 1\n",
      "GenderofRoom226OnDay29 = 1\n",
      "GenderofRoom226OnDay31 = 1\n",
      "GenderofRoom226OnDay33 = 1\n",
      "GenderofRoom226OnDay34 = 1\n",
      "GenderofRoom226OnDay35 = 1\n",
      "GenderofRoom226OnDay38 = 1\n",
      "GenderofRoom226OnDay39 = 1\n",
      "GenderofRoom226OnDay40 = 1\n",
      "GenderofRoom226OnDay42 = 1\n",
      "GenderofRoom226OnDay47 = 1\n",
      "GenderofRoom234OnDay17 = 1\n",
      "GenderofRoom234OnDay21 = 1\n",
      "GenderofRoom234OnDay22 = 1\n",
      "GenderofRoom234OnDay23 = 1\n",
      "GenderofRoom234OnDay24 = 1\n",
      "GenderofRoom234OnDay26 = 1\n",
      "GenderofRoom234OnDay27 = 1\n",
      "GenderofRoom234OnDay28 = 1\n",
      "GenderofRoom234OnDay29 = 1\n",
      "GenderofRoom234OnDay30 = 1\n",
      "GenderofRoom234OnDay31 = 1\n",
      "GenderofRoom234OnDay32 = 1\n",
      "GenderofRoom234OnDay33 = 1\n",
      "GenderofRoom234OnDay34 = 1\n",
      "GenderofRoom234OnDay35 = 1\n",
      "GenderofRoom234OnDay36 = 1\n",
      "GenderofRoom234OnDay37 = 1\n",
      "GenderofRoom234OnDay38 = 1\n",
      "GenderofRoom234OnDay39 = 1\n",
      "GenderofRoom234OnDay41 = 1\n",
      "GenderofRoom234OnDay42 = 1\n",
      "GenderofRoom234OnDay44 = 1\n",
      "GenderofRoom234OnDay45 = 1\n",
      "GenderofRoom234OnDay47 = 1\n",
      "GenderofRoom237OnDay0 = 1\n",
      "GenderofRoom237OnDay17 = 1\n",
      "GenderofRoom237OnDay18 = 1\n",
      "GenderofRoom237OnDay19 = 1\n",
      "GenderofRoom237OnDay20 = 1\n",
      "GenderofRoom237OnDay21 = 1\n",
      "GenderofRoom237OnDay22 = 1\n",
      "GenderofRoom237OnDay23 = 1\n",
      "GenderofRoom237OnDay24 = 1\n",
      "GenderofRoom237OnDay25 = 1\n",
      "GenderofRoom237OnDay26 = 1\n",
      "GenderofRoom237OnDay27 = 1\n",
      "GenderofRoom237OnDay28 = 1\n",
      "GenderofRoom237OnDay29 = 1\n",
      "GenderofRoom237OnDay30 = 1\n",
      "GenderofRoom237OnDay31 = 1\n",
      "GenderofRoom237OnDay32 = 1\n",
      "GenderofRoom237OnDay33 = 1\n",
      "GenderofRoom237OnDay34 = 1\n",
      "GenderofRoom237OnDay35 = 1\n",
      "GenderofRoom237OnDay36 = 1\n",
      "GenderofRoom237OnDay37 = 1\n",
      "GenderofRoom237OnDay38 = 1\n",
      "GenderofRoom237OnDay39 = 1\n",
      "GenderofRoom237OnDay40 = 1\n",
      "GenderofRoom237OnDay41 = 1\n",
      "GenderofRoom237OnDay43 = 1\n",
      "GenderofRoom237OnDay45 = 1\n",
      "GenderofRoom237OnDay46 = 1\n",
      "GenderofRoom237OnDay47 = 1\n",
      "Patient4TransferFromRoom226OnDay6 = 1\n",
      "Patient4TransferFromRoom234OnDay1 = 1\n",
      "Patient5TransferFromRoom237OnDay10 = 1\n",
      "Patient6TransferFromRoom16OnDay6 = 1\n",
      "Patient7TransferFromRoom226OnDay9 = 1\n",
      "Patient7TransferFromRoom229OnDay12 = 1\n",
      "Patient7TransferFromRoom236OnDay10 = 1\n",
      "Patient7TransferFromRoom237OnDay8 = 1\n",
      "Patient7TransferFromRoom240OnDay7 = 1\n",
      "Patient12TransferFromRoom111OnDay4 = 1\n",
      "Patient13TransferFromRoom227OnDay5 = 1\n",
      "Patient13TransferFromRoom229OnDay4 = 1\n",
      "Patient14TransferFromRoom224OnDay8 = 1\n",
      "Patient14TransferFromRoom224OnDay39 = 1\n",
      "Patient14TransferFromRoom241OnDay20 = 1\n",
      "Patient15TransferFromRoom228OnDay3 = 1\n",
      "Patient15TransferFromRoom234OnDay2 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient27TransferFromRoom231OnDay3 = 1\n",
      "Patient28TransferFromRoom224OnDay1 = 1\n",
      "Patient30TransferFromRoom222OnDay7 = 1\n",
      "Patient30TransferFromRoom227OnDay36 = 1\n",
      "Patient30TransferFromRoom228OnDay2 = 1\n",
      "Patient30TransferFromRoom229OnDay6 = 1\n",
      "Patient30TransferFromRoom229OnDay23 = 1\n",
      "Patient30TransferFromRoom229OnDay41 = 1\n",
      "Patient30TransferFromRoom231OnDay5 = 1\n",
      "Patient30TransferFromRoom231OnDay18 = 1\n",
      "Patient30TransferFromRoom231OnDay28 = 1\n",
      "Patient30TransferFromRoom234OnDay11 = 1\n",
      "Patient30TransferFromRoom234OnDay20 = 1\n",
      "Patient30TransferFromRoom236OnDay13 = 1\n",
      "Patient30TransferFromRoom240OnDay15 = 1\n",
      "Patient30TransferFromRoom241OnDay3 = 1\n",
      "Patient30TransferFromRoom241OnDay8 = 1\n",
      "Patient31TransferFromRoom228OnDay6 = 1\n",
      "Patient31TransferFromRoom228OnDay9 = 1\n",
      "Patient31TransferFromRoom229OnDay7 = 1\n",
      "Patient31TransferFromRoom236OnDay11 = 1\n",
      "Patient32TransferFromRoom112OnDay4 = 1\n",
      "Patient32TransferFromRoom113OnDay11 = 1\n",
      "Patient32TransferFromRoom117OnDay3 = 1\n",
      "Patient32TransferFromRoom227OnDay5 = 1\n",
      "Patient34TransferFromRoom224OnDay4 = 1\n",
      "Patient34TransferFromRoom232OnDay5 = 1\n",
      "Patient34TransferFromRoom233OnDay3 = 1\n",
      "Patient37TransferFromRoom227OnDay1 = 1\n",
      "Patient38TransferFromRoom222OnDay5 = 1\n",
      "Patient38TransferFromRoom227OnDay7 = 1\n",
      "Patient38TransferFromRoom227OnDay9 = 1\n",
      "Patient38TransferFromRoom229OnDay8 = 1\n",
      "Patient40TransferFromRoom225OnDay12 = 1\n",
      "Patient40TransferFromRoom227OnDay17 = 1\n",
      "Patient40TransferFromRoom227OnDay34 = 1\n",
      "Patient40TransferFromRoom228OnDay20 = 1\n",
      "Patient40TransferFromRoom231OnDay36 = 1\n",
      "Patient40TransferFromRoom234OnDay15 = 1\n",
      "Patient40TransferFromRoom237OnDay8 = 1\n",
      "Patient40TransferFromRoom241OnDay10 = 1\n",
      "Patient40TransferFromRoom241OnDay23 = 1\n",
      "Patient44TransferFromRoom17OnDay5 = 1\n",
      "Patient44TransferFromRoom114OnDay8 = 1\n",
      "Patient44TransferFromRoom117OnDay3 = 1\n",
      "Patient44TransferFromRoom117OnDay6 = 1\n",
      "Patient44TransferFromRoom117OnDay9 = 1\n",
      "Patient45TransferFromRoom238OnDay10 = 1\n",
      "Patient47TransferFromRoom226OnDay8 = 1\n",
      "Patient47TransferFromRoom229OnDay7 = 1\n",
      "Patient47TransferFromRoom229OnDay10 = 1\n",
      "Patient47TransferFromRoom241OnDay5 = 1\n",
      "Patient47TransferFromRoom241OnDay12 = 1\n",
      "Patient47TransferFromRoom242OnDay6 = 1\n",
      "Patient48TransferFromRoom225OnDay5 = 1\n",
      "Patient48TransferFromRoom227OnDay10 = 1\n",
      "Patient48TransferFromRoom227OnDay24 = 1\n",
      "Patient48TransferFromRoom229OnDay22 = 1\n",
      "Patient48TransferFromRoom231OnDay12 = 1\n",
      "Patient48TransferFromRoom231OnDay27 = 1\n",
      "Patient48TransferFromRoom236OnDay9 = 1\n",
      "Patient48TransferFromRoom237OnDay7 = 1\n",
      "Patient48TransferFromRoom241OnDay14 = 1\n",
      "Patient49TransferFromRoom120OnDay5 = 1\n",
      "Patient51TransferFromRoom223OnDay6 = 1\n",
      "Patient51TransferFromRoom233OnDay5 = 1\n",
      "Patient53TransferFromRoom235OnDay2 = 1\n",
      "Patient54TransferFromRoom234OnDay3 = 1\n",
      "Patient55TransferFromRoom239OnDay4 = 1\n",
      "Patient56TransferFromRoom113OnDay6 = 1\n",
      "Patient58TransferFromRoom240OnDay6 = 1\n",
      "Patient59TransferFromRoom239OnDay3 = 1\n",
      "Patient60TransferFromRoom113OnDay5 = 1\n",
      "Patient65TransferFromRoom11OnDay2 = 1\n",
      "Patient66TransferFromRoom224OnDay5 = 1\n",
      "Patient66TransferFromRoom233OnDay6 = 1\n",
      "Patient66TransferFromRoom241OnDay4 = 1\n",
      "Patient69TransferFromRoom233OnDay4 = 1\n",
      "Patient69TransferFromRoom233OnDay6 = 1\n",
      "Patient69TransferFromRoom239OnDay5 = 1\n",
      "Patient70TransferFromRoom234OnDay13 = 1\n",
      "Patient70TransferFromRoom240OnDay11 = 1\n",
      "Patient70TransferFromRoom241OnDay7 = 1\n",
      "Patient70TransferFromRoom242OnDay5 = 1\n",
      "Patient72TransferFromRoom233OnDay4 = 1\n",
      "Patient73TransferFromRoom227OnDay9 = 1\n",
      "Patient73TransferFromRoom234OnDay8 = 1\n",
      "Patient75TransferFromRoom227OnDay3 = 1\n",
      "Patient75TransferFromRoom229OnDay2 = 1\n",
      "Patient75TransferFromRoom231OnDay6 = 1\n",
      "Patient75TransferFromRoom236OnDay5 = 1\n",
      "Patient76TransferFromRoom225OnDay10 = 1\n",
      "Patient76TransferFromRoom225OnDay17 = 1\n",
      "Patient76TransferFromRoom236OnDay8 = 1\n",
      "Patient76TransferFromRoom240OnDay12 = 1\n",
      "Patient78TransferFromRoom242OnDay2 = 1\n",
      "Patient79TransferFromRoom227OnDay4 = 1\n",
      "Patient79TransferFromRoom235OnDay5 = 1\n",
      "Patient81TransferFromRoom113OnDay7 = 1\n",
      "Patient82TransferFromRoom226OnDay12 = 1\n",
      "Patient82TransferFromRoom235OnDay9 = 1\n",
      "Patient82TransferFromRoom238OnDay7 = 1\n",
      "Patient82TransferFromRoom239OnDay8 = 1\n",
      "Patient82TransferFromRoom240OnDay5 = 1\n",
      "Patient83TransferFromRoom223OnDay8 = 1\n",
      "Patient83TransferFromRoom231OnDay3 = 1\n",
      "Patient83TransferFromRoom234OnDay6 = 1\n",
      "Patient83TransferFromRoom237OnDay11 = 1\n",
      "Patient84TransferFromRoom15OnDay7 = 1\n",
      "Patient85TransferFromRoom16OnDay7 = 1\n",
      "Patient85TransferFromRoom111OnDay10 = 1\n",
      "Patient86TransferFromRoom239OnDay4 = 1\n",
      "Patient86TransferFromRoom241OnDay6 = 1\n",
      "Patient87TransferFromRoom237OnDay6 = 1\n",
      "Patient87TransferFromRoom242OnDay5 = 1\n",
      "Patient88TransferFromRoom230OnDay2 = 1\n",
      "Patient88TransferFromRoom235OnDay4 = 1\n",
      "Patient89TransferFromRoom238OnDay8 = 1\n",
      "Patient92TransferFromRoom227OnDay26 = 1\n",
      "Patient92TransferFromRoom228OnDay23 = 1\n",
      "Patient92TransferFromRoom228OnDay39 = 1\n",
      "Patient92TransferFromRoom229OnDay24 = 1\n",
      "Patient92TransferFromRoom229OnDay29 = 1\n",
      "Patient92TransferFromRoom231OnDay32 = 1\n",
      "Patient92TransferFromRoom241OnDay20 = 1\n",
      "Patient94TransferFromRoom239OnDay7 = 1\n",
      "Patient94TransferFromRoom241OnDay8 = 1\n",
      "Patient96TransferFromRoom228OnDay6 = 1\n",
      "Patient96TransferFromRoom231OnDay7 = 1\n",
      "Patient96TransferFromRoom234OnDay9 = 1\n",
      "Patient96TransferFromRoom234OnDay14 = 1\n",
      "Patient96TransferFromRoom236OnDay5 = 1\n",
      "Patient96TransferFromRoom237OnDay16 = 1\n",
      "Patient96TransferFromRoom240OnDay10 = 1\n",
      "Patient97TransferFromRoom223OnDay9 = 1\n",
      "Patient97TransferFromRoom227OnDay23 = 1\n",
      "Patient99TransferFromRoom227OnDay3 = 1\n",
      "Patient99TransferFromRoom233OnDay6 = 1\n",
      "Patient100TransferFromRoom230OnDay7 = 1\n",
      "Patient101TransferFromRoom117OnDay5 = 1\n",
      "Patient101TransferFromRoom117OnDay8 = 1\n",
      "Patient101TransferFromRoom118OnDay3 = 1\n",
      "Patient101TransferFromRoom121OnDay9 = 1\n",
      "Patient101TransferFromRoom225OnDay6 = 1\n",
      "Patient101TransferFromRoom227OnDay2 = 1\n",
      "Patient105TransferFromRoom226OnDay7 = 1\n",
      "Patient106TransferFromRoom225OnDay3 = 1\n",
      "Patient107TransferFromRoom119OnDay7 = 1\n",
      "Patient108TransferFromRoom231OnDay6 = 1\n",
      "Patient108TransferFromRoom231OnDay10 = 1\n",
      "Patient108TransferFromRoom236OnDay7 = 1\n",
      "Patient110TransferFromRoom232OnDay6 = 1\n",
      "Patient111TransferFromRoom11OnDay7 = 1\n",
      "Patient112TransferFromRoom117OnDay8 = 1\n",
      "Patient113TransferFromRoom225OnDay23 = 1\n",
      "Patient113TransferFromRoom225OnDay37 = 1\n",
      "Patient113TransferFromRoom227OnDay28 = 1\n",
      "Patient113TransferFromRoom237OnDay16 = 1\n",
      "Patient113TransferFromRoom241OnDay19 = 1\n",
      "Patient113TransferFromRoom241OnDay26 = 1\n",
      "Patient113TransferFromRoom241OnDay31 = 1\n",
      "Patient113TransferFromRoom242OnDay11 = 1\n",
      "Patient114TransferFromRoom114OnDay7 = 1\n",
      "Patient115TransferFromRoom227OnDay22 = 1\n",
      "Patient115TransferFromRoom230OnDay20 = 1\n",
      "Patient115TransferFromRoom233OnDay12 = 1\n",
      "Patient115TransferFromRoom235OnDay8 = 1\n",
      "Patient115TransferFromRoom241OnDay14 = 1\n",
      "Patient116TransferFromRoom117OnDay5 = 1\n",
      "Patient116TransferFromRoom117OnDay8 = 1\n",
      "Patient116TransferFromRoom117OnDay12 = 1\n",
      "Patient116TransferFromRoom118OnDay9 = 1\n",
      "Patient116TransferFromRoom237OnDay3 = 1\n",
      "Patient116TransferFromRoom241OnDay6 = 1\n",
      "Patient117TransferFromRoom226OnDay9 = 1\n",
      "Patient117TransferFromRoom236OnDay6 = 1\n",
      "Patient118TransferFromRoom227OnDay37 = 1\n",
      "Patient118TransferFromRoom232OnDay7 = 1\n",
      "Patient118TransferFromRoom233OnDay39 = 1\n",
      "Patient118TransferFromRoom235OnDay34 = 1\n",
      "Patient118TransferFromRoom239OnDay15 = 1\n",
      "Patient120TransferFromRoom16OnDay6 = 1\n",
      "Patient122TransferFromRoom228OnDay7 = 1\n",
      "Patient122TransferFromRoom228OnDay11 = 1\n",
      "Patient122TransferFromRoom228OnDay32 = 1\n",
      "Patient122TransferFromRoom231OnDay24 = 1\n",
      "Patient122TransferFromRoom231OnDay39 = 1\n",
      "Patient122TransferFromRoom237OnDay13 = 1\n",
      "Patient122TransferFromRoom241OnDay27 = 1\n",
      "Patient122TransferFromRoom242OnDay9 = 1\n",
      "Patient123TransferFromRoom12OnDay5 = 1\n",
      "Patient124TransferFromRoom240OnDay10 = 1\n",
      "Patient126TransferFromRoom234OnDay10 = 1\n",
      "Patient127TransferFromRoom232OnDay6 = 1\n",
      "Patient128TransferFromRoom111OnDay7 = 1\n",
      "Patient128TransferFromRoom228OnDay4 = 1\n",
      "Patient129TransferFromRoom224OnDay3 = 1\n",
      "Patient129TransferFromRoom239OnDay4 = 1\n",
      "Patient130TransferFromRoom117OnDay5 = 1\n",
      "Patient131TransferFromRoom227OnDay4 = 1\n",
      "Patient131TransferFromRoom227OnDay6 = 1\n",
      "Patient131TransferFromRoom228OnDay5 = 1\n",
      "Patient131TransferFromRoom237OnDay3 = 1\n",
      "Patient132TransferFromRoom230OnDay6 = 1\n",
      "Patient132TransferFromRoom230OnDay14 = 1\n",
      "Patient132TransferFromRoom233OnDay7 = 1\n",
      "Patient133TransferFromRoom232OnDay9 = 1\n",
      "Patient134TransferFromRoom239OnDay16 = 1\n",
      "Patient135TransferFromRoom224OnDay20 = 1\n",
      "Patient135TransferFromRoom232OnDay8 = 1\n",
      "Patient135TransferFromRoom238OnDay5 = 1\n",
      "Patient136TransferFromRoom240OnDay9 = 1\n",
      "Patient139TransferFromRoom14OnDay11 = 1\n",
      "Patient139TransferFromRoom118OnDay4 = 1\n",
      "Patient141TransferFromRoom120OnDay7 = 1\n",
      "Patient142TransferFromRoom222OnDay9 = 1\n",
      "Patient142TransferFromRoom234OnDay7 = 1\n",
      "Patient142TransferFromRoom234OnDay11 = 1\n",
      "Patient143TransferFromRoom114OnDay6 = 1\n",
      "Patient145TransferFromRoom235OnDay6 = 1\n",
      "Patient146TransferFromRoom117OnDay6 = 1\n",
      "Patient146TransferFromRoom117OnDay9 = 1\n",
      "Patient146TransferFromRoom120OnDay8 = 1\n",
      "Patient147TransferFromRoom222OnDay6 = 1\n",
      "Patient147TransferFromRoom229OnDay8 = 1\n",
      "Patient147TransferFromRoom242OnDay7 = 1\n",
      "Patient148TransferFromRoom235OnDay7 = 1\n",
      "Patient148TransferFromRoom239OnDay6 = 1\n",
      "Patient150TransferFromRoom236OnDay8 = 1\n",
      "Patient150TransferFromRoom237OnDay5 = 1\n",
      "Patient1inHospitalonDay1 = 1\n",
      "Patient1inHospitalonDay2 = 1\n",
      "Patient1inHospitalonDay3 = 1\n",
      "Patient1inHospitalonDay4 = 1\n",
      "Patient1inHospitalonDay5 = 1\n",
      "Patient1inHospitalonDay6 = 1\n",
      "Patient1inHospitalonDay7 = 1\n",
      "Patient1inHospitalonDay8 = 1\n",
      "Patient1inHospitalonDay9 = 1\n",
      "Patient2inHospitalonDay1 = 1\n",
      "Patient2inHospitalonDay2 = 1\n",
      "Patient2inHospitalonDay3 = 1\n",
      "Patient2inHospitalonDay4 = 1\n",
      "Patient2inHospitalonDay5 = 1\n",
      "Patient2inHospitalonDay6 = 1\n",
      "Patient2inHospitalonDay7 = 1\n",
      "Patient2inHospitalonDay8 = 1\n",
      "Patient3inHospitalonDay0 = 1\n",
      "Patient3inHospitalonDay1 = 1\n",
      "Patient3inHospitalonDay2 = 1\n",
      "Patient3inHospitalonDay3 = 1\n",
      "Patient3inHospitalonDay4 = 1\n",
      "Patient4inHospitalonDay0 = 1\n",
      "Patient4inHospitalonDay1 = 1\n",
      "Patient4inHospitalonDay2 = 1\n",
      "Patient4inHospitalonDay3 = 1\n",
      "Patient4inHospitalonDay4 = 1\n",
      "Patient4inHospitalonDay5 = 1\n",
      "Patient4inHospitalonDay6 = 1\n",
      "Patient4inHospitalonDay7 = 1\n",
      "Patient4inHospitalonDay8 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient5inHospitalonDay1 = 1\n",
      "Patient5inHospitalonDay2 = 1\n",
      "Patient5inHospitalonDay3 = 1\n",
      "Patient5inHospitalonDay4 = 1\n",
      "Patient5inHospitalonDay5 = 1\n",
      "Patient5inHospitalonDay6 = 1\n",
      "Patient5inHospitalonDay7 = 1\n",
      "Patient5inHospitalonDay8 = 1\n",
      "Patient5inHospitalonDay9 = 1\n",
      "Patient5inHospitalonDay10 = 1\n",
      "Patient5inHospitalonDay11 = 1\n",
      "Patient5inHospitalonDay12 = 1\n",
      "Patient6inHospitalonDay3 = 1\n",
      "Patient6inHospitalonDay4 = 1\n",
      "Patient6inHospitalonDay5 = 1\n",
      "Patient6inHospitalonDay6 = 1\n",
      "Patient6inHospitalonDay7 = 1\n",
      "Patient6inHospitalonDay8 = 1\n",
      "Patient6inHospitalonDay9 = 1\n",
      "Patient6inHospitalonDay10 = 1\n",
      "Patient6inHospitalonDay11 = 1\n",
      "Patient6inHospitalonDay12 = 1\n",
      "Patient6inHospitalonDay13 = 1\n",
      "Patient6inHospitalonDay14 = 1\n",
      "Patient6inHospitalonDay15 = 1\n",
      "Patient6inHospitalonDay16 = 1\n",
      "Patient6inHospitalonDay17 = 1\n",
      "Patient6inHospitalonDay18 = 1\n",
      "Patient6inHospitalonDay19 = 1\n",
      "Patient6inHospitalonDay20 = 1\n",
      "Patient6inHospitalonDay21 = 1\n",
      "Patient6inHospitalonDay22 = 1\n",
      "Patient6inHospitalonDay23 = 1\n",
      "Patient6inHospitalonDay24 = 1\n",
      "Patient6inHospitalonDay25 = 1\n",
      "Patient6inHospitalonDay26 = 1\n",
      "Patient6inHospitalonDay27 = 1\n",
      "Patient6inHospitalonDay28 = 1\n",
      "Patient6inHospitalonDay29 = 1\n",
      "Patient6inHospitalonDay30 = 1\n",
      "Patient6inHospitalonDay31 = 1\n",
      "Patient6inHospitalonDay32 = 1\n",
      "Patient6inHospitalonDay33 = 1\n",
      "Patient6inHospitalonDay34 = 1\n",
      "Patient6inHospitalonDay35 = 1\n",
      "Patient6inHospitalonDay36 = 1\n",
      "Patient6inHospitalonDay37 = 1\n",
      "Patient6inHospitalonDay38 = 1\n",
      "Patient6inHospitalonDay39 = 1\n",
      "Patient6inHospitalonDay40 = 1\n",
      "Patient6inHospitalonDay41 = 1\n",
      "Patient6inHospitalonDay42 = 1\n",
      "Patient7inHospitalonDay6 = 1\n",
      "Patient7inHospitalonDay7 = 1\n",
      "Patient7inHospitalonDay8 = 1\n",
      "Patient7inHospitalonDay9 = 1\n",
      "Patient7inHospitalonDay10 = 1\n",
      "Patient7inHospitalonDay11 = 1\n",
      "Patient7inHospitalonDay12 = 1\n",
      "Patient7inHospitalonDay13 = 1\n",
      "Patient8inHospitalonDay0 = 1\n",
      "Patient8inHospitalonDay1 = 1\n",
      "Patient8inHospitalonDay2 = 1\n",
      "Patient8inHospitalonDay3 = 1\n",
      "Patient8inHospitalonDay4 = 1\n",
      "Patient8inHospitalonDay5 = 1\n",
      "Patient8inHospitalonDay6 = 1\n",
      "Patient8inHospitalonDay7 = 1\n",
      "Patient8inHospitalonDay8 = 1\n",
      "Patient8inHospitalonDay9 = 1\n",
      "Patient10inHospitalonDay0 = 1\n",
      "Patient10inHospitalonDay1 = 1\n",
      "Patient10inHospitalonDay2 = 1\n",
      "Patient10inHospitalonDay3 = 1\n",
      "Patient10inHospitalonDay4 = 1\n",
      "Patient10inHospitalonDay5 = 1\n",
      "Patient10inHospitalonDay6 = 1\n",
      "Patient10inHospitalonDay7 = 1\n",
      "Patient10inHospitalonDay8 = 1\n",
      "Patient10inHospitalonDay9 = 1\n",
      "Patient11inHospitalonDay0 = 1\n",
      "Patient11inHospitalonDay1 = 1\n",
      "Patient11inHospitalonDay2 = 1\n",
      "Patient11inHospitalonDay3 = 1\n",
      "Patient11inHospitalonDay4 = 1\n",
      "Patient11inHospitalonDay5 = 1\n",
      "Patient12inHospitalonDay3 = 1\n",
      "Patient12inHospitalonDay4 = 1\n",
      "Patient12inHospitalonDay5 = 1\n",
      "Patient12inHospitalonDay6 = 1\n",
      "Patient12inHospitalonDay7 = 1\n",
      "Patient13inHospitalonDay0 = 1\n",
      "Patient13inHospitalonDay1 = 1\n",
      "Patient13inHospitalonDay2 = 1\n",
      "Patient13inHospitalonDay3 = 1\n",
      "Patient13inHospitalonDay4 = 1\n",
      "Patient13inHospitalonDay5 = 1\n",
      "Patient13inHospitalonDay6 = 1\n",
      "Patient14inHospitalonDay8 = 1\n",
      "Patient14inHospitalonDay9 = 1\n",
      "Patient14inHospitalonDay10 = 1\n",
      "Patient14inHospitalonDay11 = 1\n",
      "Patient14inHospitalonDay12 = 1\n",
      "Patient14inHospitalonDay13 = 1\n",
      "Patient14inHospitalonDay14 = 1\n",
      "Patient14inHospitalonDay15 = 1\n",
      "Patient14inHospitalonDay16 = 1\n",
      "Patient14inHospitalonDay17 = 1\n",
      "Patient14inHospitalonDay18 = 1\n",
      "Patient14inHospitalonDay19 = 1\n",
      "Patient14inHospitalonDay20 = 1\n",
      "Patient14inHospitalonDay21 = 1\n",
      "Patient14inHospitalonDay22 = 1\n",
      "Patient14inHospitalonDay23 = 1\n",
      "Patient14inHospitalonDay24 = 1\n",
      "Patient14inHospitalonDay25 = 1\n",
      "Patient14inHospitalonDay26 = 1\n",
      "Patient14inHospitalonDay27 = 1\n",
      "Patient14inHospitalonDay28 = 1\n",
      "Patient14inHospitalonDay29 = 1\n",
      "Patient14inHospitalonDay30 = 1\n",
      "Patient14inHospitalonDay31 = 1\n",
      "Patient14inHospitalonDay32 = 1\n",
      "Patient14inHospitalonDay33 = 1\n",
      "Patient14inHospitalonDay34 = 1\n",
      "Patient14inHospitalonDay35 = 1\n",
      "Patient14inHospitalonDay36 = 1\n",
      "Patient14inHospitalonDay37 = 1\n",
      "Patient14inHospitalonDay38 = 1\n",
      "Patient14inHospitalonDay39 = 1\n",
      "Patient14inHospitalonDay40 = 1\n",
      "Patient14inHospitalonDay41 = 1\n",
      "Patient14inHospitalonDay42 = 1\n",
      "Patient15inHospitalonDay0 = 1\n",
      "Patient15inHospitalonDay1 = 1\n",
      "Patient15inHospitalonDay2 = 1\n",
      "Patient15inHospitalonDay3 = 1\n",
      "Patient15inHospitalonDay4 = 1\n",
      "Patient15inHospitalonDay5 = 1\n",
      "Patient17inHospitalonDay0 = 1\n",
      "Patient17inHospitalonDay1 = 1\n",
      "Patient17inHospitalonDay2 = 1\n",
      "Patient17inHospitalonDay3 = 1\n",
      "Patient17inHospitalonDay4 = 1\n",
      "Patient17inHospitalonDay5 = 1\n",
      "Patient17inHospitalonDay6 = 1\n",
      "Patient17inHospitalonDay7 = 1\n",
      "Patient17inHospitalonDay8 = 1\n",
      "Patient17inHospitalonDay9 = 1\n",
      "Patient17inHospitalonDay10 = 1\n",
      "Patient18inHospitalonDay0 = 1\n",
      "Patient18inHospitalonDay1 = 1\n",
      "Patient18inHospitalonDay2 = 1\n",
      "Patient19inHospitalonDay0 = 1\n",
      "Patient19inHospitalonDay1 = 1\n",
      "Patient19inHospitalonDay2 = 1\n",
      "Patient19inHospitalonDay3 = 1\n",
      "Patient19inHospitalonDay4 = 1\n",
      "Patient19inHospitalonDay5 = 1\n",
      "Patient19inHospitalonDay6 = 1\n",
      "Patient19inHospitalonDay7 = 1\n",
      "Patient19inHospitalonDay8 = 1\n",
      "Patient19inHospitalonDay9 = 1\n",
      "Patient19inHospitalonDay10 = 1\n",
      "Patient19inHospitalonDay11 = 1\n",
      "Patient19inHospitalonDay12 = 1\n",
      "Patient19inHospitalonDay13 = 1\n",
      "Patient19inHospitalonDay14 = 1\n",
      "Patient19inHospitalonDay15 = 1\n",
      "Patient19inHospitalonDay16 = 1\n",
      "Patient19inHospitalonDay17 = 1\n",
      "Patient20inHospitalonDay0 = 1\n",
      "Patient20inHospitalonDay1 = 1\n",
      "Patient20inHospitalonDay2 = 1\n",
      "Patient20inHospitalonDay3 = 1\n",
      "Patient20inHospitalonDay4 = 1\n",
      "Patient20inHospitalonDay5 = 1\n",
      "Patient20inHospitalonDay6 = 1\n",
      "Patient21inHospitalonDay0 = 1\n",
      "Patient21inHospitalonDay1 = 1\n",
      "Patient22inHospitalonDay1 = 1\n",
      "Patient22inHospitalonDay2 = 1\n",
      "Patient22inHospitalonDay3 = 1\n",
      "Patient22inHospitalonDay4 = 1\n",
      "Patient22inHospitalonDay5 = 1\n",
      "Patient23inHospitalonDay0 = 1\n",
      "Patient23inHospitalonDay1 = 1\n",
      "Patient23inHospitalonDay2 = 1\n",
      "Patient24inHospitalonDay1 = 1\n",
      "Patient24inHospitalonDay2 = 1\n",
      "Patient24inHospitalonDay3 = 1\n",
      "Patient24inHospitalonDay4 = 1\n",
      "Patient24inHospitalonDay5 = 1\n",
      "Patient24inHospitalonDay6 = 1\n",
      "Patient24inHospitalonDay7 = 1\n",
      "Patient25inHospitalonDay0 = 1\n",
      "Patient25inHospitalonDay1 = 1\n",
      "Patient25inHospitalonDay2 = 1\n",
      "Patient25inHospitalonDay3 = 1\n",
      "Patient25inHospitalonDay4 = 1\n",
      "Patient25inHospitalonDay5 = 1\n",
      "Patient25inHospitalonDay6 = 1\n",
      "Patient25inHospitalonDay7 = 1\n",
      "Patient25inHospitalonDay8 = 1\n",
      "Patient25inHospitalonDay9 = 1\n",
      "Patient25inHospitalonDay10 = 1\n",
      "Patient25inHospitalonDay11 = 1\n",
      "Patient25inHospitalonDay12 = 1\n",
      "Patient25inHospitalonDay13 = 1\n",
      "Patient26inHospitalonDay0 = 1\n",
      "Patient26inHospitalonDay1 = 1\n",
      "Patient26inHospitalonDay2 = 1\n",
      "Patient26inHospitalonDay3 = 1\n",
      "Patient26inHospitalonDay4 = 1\n",
      "Patient26inHospitalonDay5 = 1\n",
      "Patient26inHospitalonDay6 = 1\n",
      "Patient26inHospitalonDay7 = 1\n",
      "Patient27inHospitalonDay3 = 1\n",
      "Patient27inHospitalonDay4 = 1\n",
      "Patient27inHospitalonDay5 = 1\n",
      "Patient27inHospitalonDay6 = 1\n",
      "Patient28inHospitalonDay0 = 1\n",
      "Patient28inHospitalonDay1 = 1\n",
      "Patient28inHospitalonDay2 = 1\n",
      "Patient28inHospitalonDay3 = 1\n",
      "Patient28inHospitalonDay4 = 1\n",
      "Patient28inHospitalonDay5 = 1\n",
      "Patient28inHospitalonDay6 = 1\n",
      "Patient29inHospitalonDay1 = 1\n",
      "Patient29inHospitalonDay2 = 1\n",
      "Patient29inHospitalonDay3 = 1\n",
      "Patient29inHospitalonDay4 = 1\n",
      "Patient29inHospitalonDay5 = 1\n",
      "Patient29inHospitalonDay6 = 1\n",
      "Patient30inHospitalonDay0 = 1\n",
      "Patient30inHospitalonDay1 = 1\n",
      "Patient30inHospitalonDay2 = 1\n",
      "Patient30inHospitalonDay3 = 1\n",
      "Patient30inHospitalonDay4 = 1\n",
      "Patient30inHospitalonDay5 = 1\n",
      "Patient30inHospitalonDay6 = 1\n",
      "Patient30inHospitalonDay7 = 1\n",
      "Patient30inHospitalonDay8 = 1\n",
      "Patient30inHospitalonDay9 = 1\n",
      "Patient30inHospitalonDay10 = 1\n",
      "Patient30inHospitalonDay11 = 1\n",
      "Patient30inHospitalonDay12 = 1\n",
      "Patient30inHospitalonDay13 = 1\n",
      "Patient30inHospitalonDay14 = 1\n",
      "Patient30inHospitalonDay15 = 1\n",
      "Patient30inHospitalonDay16 = 1\n",
      "Patient30inHospitalonDay17 = 1\n",
      "Patient30inHospitalonDay18 = 1\n",
      "Patient30inHospitalonDay19 = 1\n",
      "Patient30inHospitalonDay20 = 1\n",
      "Patient30inHospitalonDay21 = 1\n",
      "Patient30inHospitalonDay22 = 1\n",
      "Patient30inHospitalonDay23 = 1\n",
      "Patient30inHospitalonDay24 = 1\n",
      "Patient30inHospitalonDay25 = 1\n",
      "Patient30inHospitalonDay26 = 1\n",
      "Patient30inHospitalonDay27 = 1\n",
      "Patient30inHospitalonDay28 = 1\n",
      "Patient30inHospitalonDay29 = 1\n",
      "Patient30inHospitalonDay30 = 1\n",
      "Patient30inHospitalonDay31 = 1\n",
      "Patient30inHospitalonDay32 = 1\n",
      "Patient30inHospitalonDay33 = 1\n",
      "Patient30inHospitalonDay34 = 1\n",
      "Patient30inHospitalonDay35 = 1\n",
      "Patient30inHospitalonDay36 = 1\n",
      "Patient30inHospitalonDay37 = 1\n",
      "Patient30inHospitalonDay38 = 1\n",
      "Patient30inHospitalonDay39 = 1\n",
      "Patient30inHospitalonDay40 = 1\n",
      "Patient30inHospitalonDay41 = 1\n",
      "Patient30inHospitalonDay42 = 1\n",
      "Patient30inHospitalonDay43 = 1\n",
      "Patient30inHospitalonDay44 = 1\n",
      "Patient30inHospitalonDay45 = 1\n",
      "Patient30inHospitalonDay46 = 1\n",
      "Patient31inHospitalonDay0 = 1\n",
      "Patient31inHospitalonDay1 = 1\n",
      "Patient31inHospitalonDay2 = 1\n",
      "Patient31inHospitalonDay3 = 1\n",
      "Patient31inHospitalonDay4 = 1\n",
      "Patient31inHospitalonDay5 = 1\n",
      "Patient31inHospitalonDay6 = 1\n",
      "Patient31inHospitalonDay7 = 1\n",
      "Patient31inHospitalonDay8 = 1\n",
      "Patient31inHospitalonDay9 = 1\n",
      "Patient31inHospitalonDay10 = 1\n",
      "Patient31inHospitalonDay11 = 1\n",
      "Patient31inHospitalonDay12 = 1\n",
      "Patient31inHospitalonDay13 = 1\n",
      "Patient32inHospitalonDay0 = 1\n",
      "Patient32inHospitalonDay1 = 1\n",
      "Patient32inHospitalonDay2 = 1\n",
      "Patient32inHospitalonDay3 = 1\n",
      "Patient32inHospitalonDay4 = 1\n",
      "Patient32inHospitalonDay5 = 1\n",
      "Patient32inHospitalonDay6 = 1\n",
      "Patient32inHospitalonDay7 = 1\n",
      "Patient32inHospitalonDay8 = 1\n",
      "Patient32inHospitalonDay9 = 1\n",
      "Patient32inHospitalonDay10 = 1\n",
      "Patient32inHospitalonDay11 = 1\n",
      "Patient32inHospitalonDay12 = 1\n",
      "Patient32inHospitalonDay13 = 1\n",
      "Patient32inHospitalonDay14 = 1\n",
      "Patient32inHospitalonDay15 = 1\n",
      "Patient33inHospitalonDay1 = 1\n",
      "Patient33inHospitalonDay2 = 1\n",
      "Patient33inHospitalonDay3 = 1\n",
      "Patient33inHospitalonDay4 = 1\n",
      "Patient33inHospitalonDay5 = 1\n",
      "Patient33inHospitalonDay6 = 1\n",
      "Patient34inHospitalonDay2 = 1\n",
      "Patient34inHospitalonDay3 = 1\n",
      "Patient34inHospitalonDay4 = 1\n",
      "Patient34inHospitalonDay5 = 1\n",
      "Patient34inHospitalonDay6 = 1\n",
      "Patient35inHospitalonDay1 = 1\n",
      "Patient37inHospitalonDay0 = 1\n",
      "Patient37inHospitalonDay1 = 1\n",
      "Patient37inHospitalonDay2 = 1\n",
      "Patient38inHospitalonDay1 = 1\n",
      "Patient38inHospitalonDay2 = 1\n",
      "Patient38inHospitalonDay3 = 1\n",
      "Patient38inHospitalonDay4 = 1\n",
      "Patient38inHospitalonDay5 = 1\n",
      "Patient38inHospitalonDay6 = 1\n",
      "Patient38inHospitalonDay7 = 1\n",
      "Patient38inHospitalonDay8 = 1\n",
      "Patient38inHospitalonDay9 = 1\n",
      "Patient38inHospitalonDay10 = 1\n",
      "Patient40inHospitalonDay7 = 1\n",
      "Patient40inHospitalonDay8 = 1\n",
      "Patient40inHospitalonDay9 = 1\n",
      "Patient40inHospitalonDay10 = 1\n",
      "Patient40inHospitalonDay11 = 1\n",
      "Patient40inHospitalonDay12 = 1\n",
      "Patient40inHospitalonDay13 = 1\n",
      "Patient40inHospitalonDay14 = 1\n",
      "Patient40inHospitalonDay15 = 1\n",
      "Patient40inHospitalonDay16 = 1\n",
      "Patient40inHospitalonDay17 = 1\n",
      "Patient40inHospitalonDay18 = 1\n",
      "Patient40inHospitalonDay19 = 1\n",
      "Patient40inHospitalonDay20 = 1\n",
      "Patient40inHospitalonDay21 = 1\n",
      "Patient40inHospitalonDay22 = 1\n",
      "Patient40inHospitalonDay23 = 1\n",
      "Patient40inHospitalonDay24 = 1\n",
      "Patient40inHospitalonDay25 = 1\n",
      "Patient40inHospitalonDay26 = 1\n",
      "Patient40inHospitalonDay27 = 1\n",
      "Patient40inHospitalonDay28 = 1\n",
      "Patient40inHospitalonDay29 = 1\n",
      "Patient40inHospitalonDay30 = 1\n",
      "Patient40inHospitalonDay31 = 1\n",
      "Patient40inHospitalonDay32 = 1\n",
      "Patient40inHospitalonDay33 = 1\n",
      "Patient40inHospitalonDay34 = 1\n",
      "Patient40inHospitalonDay35 = 1\n",
      "Patient40inHospitalonDay36 = 1\n",
      "Patient40inHospitalonDay37 = 1\n",
      "Patient40inHospitalonDay38 = 1\n",
      "Patient40inHospitalonDay39 = 1\n",
      "Patient40inHospitalonDay40 = 1\n",
      "Patient40inHospitalonDay41 = 1\n",
      "Patient40inHospitalonDay42 = 1\n",
      "Patient40inHospitalonDay43 = 1\n",
      "Patient42inHospitalonDay1 = 1\n",
      "Patient42inHospitalonDay2 = 1\n",
      "Patient42inHospitalonDay3 = 1\n",
      "Patient43inHospitalonDay1 = 1\n",
      "Patient43inHospitalonDay2 = 1\n",
      "Patient43inHospitalonDay3 = 1\n",
      "Patient43inHospitalonDay4 = 1\n",
      "Patient43inHospitalonDay5 = 1\n",
      "Patient43inHospitalonDay6 = 1\n",
      "Patient44inHospitalonDay1 = 1\n",
      "Patient44inHospitalonDay2 = 1\n",
      "Patient44inHospitalonDay3 = 1\n",
      "Patient44inHospitalonDay4 = 1\n",
      "Patient44inHospitalonDay5 = 1\n",
      "Patient44inHospitalonDay6 = 1\n",
      "Patient44inHospitalonDay7 = 1\n",
      "Patient44inHospitalonDay8 = 1\n",
      "Patient44inHospitalonDay9 = 1\n",
      "Patient44inHospitalonDay10 = 1\n",
      "Patient45inHospitalonDay8 = 1\n",
      "Patient45inHospitalonDay9 = 1\n",
      "Patient45inHospitalonDay10 = 1\n",
      "Patient45inHospitalonDay11 = 1\n",
      "Patient45inHospitalonDay12 = 1\n",
      "Patient45inHospitalonDay13 = 1\n",
      "Patient45inHospitalonDay14 = 1\n",
      "Patient45inHospitalonDay15 = 1\n",
      "Patient45inHospitalonDay16 = 1\n",
      "Patient46inHospitalonDay1 = 1\n",
      "Patient46inHospitalonDay2 = 1\n",
      "Patient46inHospitalonDay3 = 1\n",
      "Patient46inHospitalonDay4 = 1\n",
      "Patient46inHospitalonDay5 = 1\n",
      "Patient46inHospitalonDay6 = 1\n",
      "Patient46inHospitalonDay7 = 1\n",
      "Patient46inHospitalonDay8 = 1\n",
      "Patient46inHospitalonDay9 = 1\n",
      "Patient46inHospitalonDay10 = 1\n",
      "Patient47inHospitalonDay2 = 1\n",
      "Patient47inHospitalonDay3 = 1\n",
      "Patient47inHospitalonDay4 = 1\n",
      "Patient47inHospitalonDay5 = 1\n",
      "Patient47inHospitalonDay6 = 1\n",
      "Patient47inHospitalonDay7 = 1\n",
      "Patient47inHospitalonDay8 = 1\n",
      "Patient47inHospitalonDay9 = 1\n",
      "Patient47inHospitalonDay10 = 1\n",
      "Patient47inHospitalonDay11 = 1\n",
      "Patient47inHospitalonDay12 = 1\n",
      "Patient47inHospitalonDay13 = 1\n",
      "Patient47inHospitalonDay14 = 1\n",
      "Patient48inHospitalonDay4 = 1\n",
      "Patient48inHospitalonDay5 = 1\n",
      "Patient48inHospitalonDay6 = 1\n",
      "Patient48inHospitalonDay7 = 1\n",
      "Patient48inHospitalonDay8 = 1\n",
      "Patient48inHospitalonDay9 = 1\n",
      "Patient48inHospitalonDay10 = 1\n",
      "Patient48inHospitalonDay11 = 1\n",
      "Patient48inHospitalonDay12 = 1\n",
      "Patient48inHospitalonDay13 = 1\n",
      "Patient48inHospitalonDay14 = 1\n",
      "Patient48inHospitalonDay15 = 1\n",
      "Patient48inHospitalonDay16 = 1\n",
      "Patient48inHospitalonDay17 = 1\n",
      "Patient48inHospitalonDay18 = 1\n",
      "Patient48inHospitalonDay19 = 1\n",
      "Patient48inHospitalonDay20 = 1\n",
      "Patient48inHospitalonDay21 = 1\n",
      "Patient48inHospitalonDay22 = 1\n",
      "Patient48inHospitalonDay23 = 1\n",
      "Patient48inHospitalonDay24 = 1\n",
      "Patient48inHospitalonDay25 = 1\n",
      "Patient48inHospitalonDay26 = 1\n",
      "Patient48inHospitalonDay27 = 1\n",
      "Patient48inHospitalonDay28 = 1\n",
      "Patient48inHospitalonDay29 = 1\n",
      "Patient48inHospitalonDay30 = 1\n",
      "Patient48inHospitalonDay31 = 1\n",
      "Patient48inHospitalonDay32 = 1\n",
      "Patient48inHospitalonDay33 = 1\n",
      "Patient48inHospitalonDay34 = 1\n",
      "Patient48inHospitalonDay35 = 1\n",
      "Patient48inHospitalonDay36 = 1\n",
      "Patient48inHospitalonDay37 = 1\n",
      "Patient48inHospitalonDay38 = 1\n",
      "Patient48inHospitalonDay39 = 1\n",
      "Patient48inHospitalonDay40 = 1\n",
      "Patient48inHospitalonDay41 = 1\n",
      "Patient48inHospitalonDay42 = 1\n",
      "Patient49inHospitalonDay1 = 1\n",
      "Patient49inHospitalonDay2 = 1\n",
      "Patient49inHospitalonDay3 = 1\n",
      "Patient49inHospitalonDay4 = 1\n",
      "Patient49inHospitalonDay5 = 1\n",
      "Patient49inHospitalonDay6 = 1\n",
      "Patient49inHospitalonDay7 = 1\n",
      "Patient49inHospitalonDay8 = 1\n",
      "Patient49inHospitalonDay9 = 1\n",
      "Patient49inHospitalonDay10 = 1\n",
      "Patient49inHospitalonDay11 = 1\n",
      "Patient49inHospitalonDay12 = 1\n",
      "Patient51inHospitalonDay1 = 1\n",
      "Patient51inHospitalonDay2 = 1\n",
      "Patient51inHospitalonDay3 = 1\n",
      "Patient51inHospitalonDay4 = 1\n",
      "Patient51inHospitalonDay5 = 1\n",
      "Patient51inHospitalonDay6 = 1\n",
      "Patient51inHospitalonDay7 = 1\n",
      "Patient53inHospitalonDay1 = 1\n",
      "Patient53inHospitalonDay2 = 1\n",
      "Patient53inHospitalonDay3 = 1\n",
      "Patient54inHospitalonDay2 = 1\n",
      "Patient54inHospitalonDay3 = 1\n",
      "Patient54inHospitalonDay4 = 1\n",
      "Patient54inHospitalonDay5 = 1\n",
      "Patient54inHospitalonDay6 = 1\n",
      "Patient54inHospitalonDay7 = 1\n",
      "Patient55inHospitalonDay2 = 1\n",
      "Patient55inHospitalonDay3 = 1\n",
      "Patient55inHospitalonDay4 = 1\n",
      "Patient55inHospitalonDay5 = 1\n",
      "Patient56inHospitalonDay2 = 1\n",
      "Patient56inHospitalonDay3 = 1\n",
      "Patient56inHospitalonDay4 = 1\n",
      "Patient56inHospitalonDay5 = 1\n",
      "Patient56inHospitalonDay6 = 1\n",
      "Patient56inHospitalonDay7 = 1\n",
      "Patient58inHospitalonDay4 = 1\n",
      "Patient58inHospitalonDay5 = 1\n",
      "Patient58inHospitalonDay6 = 1\n",
      "Patient58inHospitalonDay7 = 1\n",
      "Patient58inHospitalonDay8 = 1\n",
      "Patient58inHospitalonDay9 = 1\n",
      "Patient58inHospitalonDay10 = 1\n",
      "Patient58inHospitalonDay11 = 1\n",
      "Patient58inHospitalonDay12 = 1\n",
      "Patient58inHospitalonDay13 = 1\n",
      "Patient58inHospitalonDay14 = 1\n",
      "Patient58inHospitalonDay15 = 1\n",
      "Patient59inHospitalonDay2 = 1\n",
      "Patient59inHospitalonDay3 = 1\n",
      "Patient59inHospitalonDay4 = 1\n",
      "Patient59inHospitalonDay5 = 1\n",
      "Patient60inHospitalonDay1 = 1\n",
      "Patient60inHospitalonDay2 = 1\n",
      "Patient60inHospitalonDay3 = 1\n",
      "Patient60inHospitalonDay4 = 1\n",
      "Patient60inHospitalonDay5 = 1\n",
      "Patient60inHospitalonDay6 = 1\n",
      "Patient61inHospitalonDay2 = 1\n",
      "Patient61inHospitalonDay3 = 1\n",
      "Patient62inHospitalonDay1 = 1\n",
      "Patient62inHospitalonDay2 = 1\n",
      "Patient62inHospitalonDay3 = 1\n",
      "Patient62inHospitalonDay4 = 1\n",
      "Patient62inHospitalonDay5 = 1\n",
      "Patient62inHospitalonDay6 = 1\n",
      "Patient62inHospitalonDay7 = 1\n",
      "Patient62inHospitalonDay8 = 1\n",
      "Patient62inHospitalonDay9 = 1\n",
      "Patient62inHospitalonDay10 = 1\n",
      "Patient62inHospitalonDay11 = 1\n",
      "Patient62inHospitalonDay12 = 1\n",
      "Patient62inHospitalonDay13 = 1\n",
      "Patient62inHospitalonDay14 = 1\n",
      "Patient62inHospitalonDay15 = 1\n",
      "Patient62inHospitalonDay16 = 1\n",
      "Patient62inHospitalonDay17 = 1\n",
      "Patient62inHospitalonDay18 = 1\n",
      "Patient62inHospitalonDay19 = 1\n",
      "Patient63inHospitalonDay1 = 1\n",
      "Patient63inHospitalonDay2 = 1\n",
      "Patient63inHospitalonDay3 = 1\n",
      "Patient64inHospitalonDay1 = 1\n",
      "Patient64inHospitalonDay2 = 1\n",
      "Patient64inHospitalonDay3 = 1\n",
      "Patient64inHospitalonDay4 = 1\n",
      "Patient64inHospitalonDay5 = 1\n",
      "Patient64inHospitalonDay6 = 1\n",
      "Patient64inHospitalonDay7 = 1\n",
      "Patient64inHospitalonDay8 = 1\n",
      "Patient64inHospitalonDay9 = 1\n",
      "Patient64inHospitalonDay10 = 1\n",
      "Patient65inHospitalonDay1 = 1\n",
      "Patient65inHospitalonDay2 = 1\n",
      "Patient65inHospitalonDay3 = 1\n",
      "Patient65inHospitalonDay4 = 1\n",
      "Patient65inHospitalonDay5 = 1\n",
      "Patient65inHospitalonDay6 = 1\n",
      "Patient65inHospitalonDay7 = 1\n",
      "Patient65inHospitalonDay8 = 1\n",
      "Patient65inHospitalonDay9 = 1\n",
      "Patient65inHospitalonDay10 = 1\n",
      "Patient65inHospitalonDay11 = 1\n",
      "Patient66inHospitalonDay1 = 1\n",
      "Patient66inHospitalonDay2 = 1\n",
      "Patient66inHospitalonDay3 = 1\n",
      "Patient66inHospitalonDay4 = 1\n",
      "Patient66inHospitalonDay5 = 1\n",
      "Patient66inHospitalonDay6 = 1\n",
      "Patient66inHospitalonDay7 = 1\n",
      "Patient67inHospitalonDay1 = 1\n",
      "Patient67inHospitalonDay2 = 1\n",
      "Patient67inHospitalonDay3 = 1\n",
      "Patient67inHospitalonDay4 = 1\n",
      "Patient67inHospitalonDay5 = 1\n",
      "Patient67inHospitalonDay6 = 1\n",
      "Patient67inHospitalonDay7 = 1\n",
      "Patient67inHospitalonDay8 = 1\n",
      "Patient67inHospitalonDay9 = 1\n",
      "Patient67inHospitalonDay10 = 1\n",
      "Patient67inHospitalonDay11 = 1\n",
      "Patient67inHospitalonDay12 = 1\n",
      "Patient67inHospitalonDay13 = 1\n",
      "Patient67inHospitalonDay14 = 1\n",
      "Patient67inHospitalonDay15 = 1\n",
      "Patient69inHospitalonDay2 = 1\n",
      "Patient69inHospitalonDay3 = 1\n",
      "Patient69inHospitalonDay4 = 1\n",
      "Patient69inHospitalonDay5 = 1\n",
      "Patient69inHospitalonDay6 = 1\n",
      "Patient69inHospitalonDay7 = 1\n",
      "Patient70inHospitalonDay5 = 1\n",
      "Patient70inHospitalonDay6 = 1\n",
      "Patient70inHospitalonDay7 = 1\n",
      "Patient70inHospitalonDay8 = 1\n",
      "Patient70inHospitalonDay9 = 1\n",
      "Patient70inHospitalonDay10 = 1\n",
      "Patient70inHospitalonDay11 = 1\n",
      "Patient70inHospitalonDay12 = 1\n",
      "Patient70inHospitalonDay13 = 1\n",
      "Patient70inHospitalonDay14 = 1\n",
      "Patient70inHospitalonDay15 = 1\n",
      "Patient70inHospitalonDay16 = 1\n",
      "Patient70inHospitalonDay17 = 1\n",
      "Patient71inHospitalonDay1 = 1\n",
      "Patient71inHospitalonDay2 = 1\n",
      "Patient71inHospitalonDay3 = 1\n",
      "Patient71inHospitalonDay4 = 1\n",
      "Patient71inHospitalonDay5 = 1\n",
      "Patient71inHospitalonDay6 = 1\n",
      "Patient71inHospitalonDay7 = 1\n",
      "Patient71inHospitalonDay8 = 1\n",
      "Patient72inHospitalonDay1 = 1\n",
      "Patient72inHospitalonDay2 = 1\n",
      "Patient72inHospitalonDay3 = 1\n",
      "Patient72inHospitalonDay4 = 1\n",
      "Patient72inHospitalonDay5 = 1\n",
      "Patient73inHospitalonDay1 = 1\n",
      "Patient73inHospitalonDay2 = 1\n",
      "Patient73inHospitalonDay3 = 1\n",
      "Patient73inHospitalonDay4 = 1\n",
      "Patient73inHospitalonDay5 = 1\n",
      "Patient73inHospitalonDay6 = 1\n",
      "Patient73inHospitalonDay7 = 1\n",
      "Patient73inHospitalonDay8 = 1\n",
      "Patient73inHospitalonDay9 = 1\n",
      "Patient73inHospitalonDay10 = 1\n",
      "Patient73inHospitalonDay11 = 1\n",
      "Patient73inHospitalonDay12 = 1\n",
      "Patient73inHospitalonDay13 = 1\n",
      "Patient73inHospitalonDay14 = 1\n",
      "Patient73inHospitalonDay15 = 1\n",
      "Patient75inHospitalonDay2 = 1\n",
      "Patient75inHospitalonDay3 = 1\n",
      "Patient75inHospitalonDay4 = 1\n",
      "Patient75inHospitalonDay5 = 1\n",
      "Patient75inHospitalonDay6 = 1\n",
      "Patient75inHospitalonDay7 = 1\n",
      "Patient75inHospitalonDay8 = 1\n",
      "Patient76inHospitalonDay7 = 1\n",
      "Patient76inHospitalonDay8 = 1\n",
      "Patient76inHospitalonDay9 = 1\n",
      "Patient76inHospitalonDay10 = 1\n",
      "Patient76inHospitalonDay11 = 1\n",
      "Patient76inHospitalonDay12 = 1\n",
      "Patient76inHospitalonDay13 = 1\n",
      "Patient76inHospitalonDay14 = 1\n",
      "Patient76inHospitalonDay15 = 1\n",
      "Patient76inHospitalonDay16 = 1\n",
      "Patient76inHospitalonDay17 = 1\n",
      "Patient76inHospitalonDay18 = 1\n",
      "Patient76inHospitalonDay19 = 1\n",
      "Patient76inHospitalonDay20 = 1\n",
      "Patient77inHospitalonDay1 = 1\n",
      "Patient77inHospitalonDay2 = 1\n",
      "Patient78inHospitalonDay1 = 1\n",
      "Patient78inHospitalonDay2 = 1\n",
      "Patient78inHospitalonDay3 = 1\n",
      "Patient78inHospitalonDay4 = 1\n",
      "Patient78inHospitalonDay5 = 1\n",
      "Patient78inHospitalonDay6 = 1\n",
      "Patient78inHospitalonDay7 = 1\n",
      "Patient78inHospitalonDay8 = 1\n",
      "Patient79inHospitalonDay4 = 1\n",
      "Patient79inHospitalonDay5 = 1\n",
      "Patient79inHospitalonDay6 = 1\n",
      "Patient79inHospitalonDay7 = 1\n",
      "Patient79inHospitalonDay8 = 1\n",
      "Patient79inHospitalonDay9 = 1\n",
      "Patient80inHospitalonDay2 = 1\n",
      "Patient80inHospitalonDay3 = 1\n",
      "Patient80inHospitalonDay4 = 1\n",
      "Patient80inHospitalonDay5 = 1\n",
      "Patient80inHospitalonDay6 = 1\n",
      "Patient80inHospitalonDay7 = 1\n",
      "Patient80inHospitalonDay8 = 1\n",
      "Patient80inHospitalonDay9 = 1\n",
      "Patient80inHospitalonDay10 = 1\n",
      "Patient80inHospitalonDay11 = 1\n",
      "Patient80inHospitalonDay12 = 1\n",
      "Patient80inHospitalonDay13 = 1\n",
      "Patient80inHospitalonDay14 = 1\n",
      "Patient80inHospitalonDay15 = 1\n",
      "Patient81inHospitalonDay2 = 1\n",
      "Patient81inHospitalonDay3 = 1\n",
      "Patient81inHospitalonDay4 = 1\n",
      "Patient81inHospitalonDay5 = 1\n",
      "Patient81inHospitalonDay6 = 1\n",
      "Patient81inHospitalonDay7 = 1\n",
      "Patient81inHospitalonDay8 = 1\n",
      "Patient81inHospitalonDay9 = 1\n",
      "Patient81inHospitalonDay10 = 1\n",
      "Patient81inHospitalonDay11 = 1\n",
      "Patient81inHospitalonDay12 = 1\n",
      "Patient81inHospitalonDay13 = 1\n",
      "Patient81inHospitalonDay14 = 1\n",
      "Patient81inHospitalonDay15 = 1\n",
      "Patient81inHospitalonDay16 = 1\n",
      "Patient81inHospitalonDay17 = 1\n",
      "Patient81inHospitalonDay18 = 1\n",
      "Patient81inHospitalonDay19 = 1\n",
      "Patient81inHospitalonDay20 = 1\n",
      "Patient81inHospitalonDay21 = 1\n",
      "Patient82inHospitalonDay4 = 1\n",
      "Patient82inHospitalonDay5 = 1\n",
      "Patient82inHospitalonDay6 = 1\n",
      "Patient82inHospitalonDay7 = 1\n",
      "Patient82inHospitalonDay8 = 1\n",
      "Patient82inHospitalonDay9 = 1\n",
      "Patient82inHospitalonDay10 = 1\n",
      "Patient82inHospitalonDay11 = 1\n",
      "Patient82inHospitalonDay12 = 1\n",
      "Patient82inHospitalonDay13 = 1\n",
      "Patient82inHospitalonDay14 = 1\n",
      "Patient83inHospitalonDay3 = 1\n",
      "Patient83inHospitalonDay4 = 1\n",
      "Patient83inHospitalonDay5 = 1\n",
      "Patient83inHospitalonDay6 = 1\n",
      "Patient83inHospitalonDay7 = 1\n",
      "Patient83inHospitalonDay8 = 1\n",
      "Patient83inHospitalonDay9 = 1\n",
      "Patient83inHospitalonDay10 = 1\n",
      "Patient83inHospitalonDay11 = 1\n",
      "Patient83inHospitalonDay12 = 1\n",
      "Patient84inHospitalonDay2 = 1\n",
      "Patient84inHospitalonDay3 = 1\n",
      "Patient84inHospitalonDay4 = 1\n",
      "Patient84inHospitalonDay5 = 1\n",
      "Patient84inHospitalonDay6 = 1\n",
      "Patient84inHospitalonDay7 = 1\n",
      "Patient84inHospitalonDay8 = 1\n",
      "Patient85inHospitalonDay7 = 1\n",
      "Patient85inHospitalonDay8 = 1\n",
      "Patient85inHospitalonDay9 = 1\n",
      "Patient85inHospitalonDay10 = 1\n",
      "Patient85inHospitalonDay11 = 1\n",
      "Patient85inHospitalonDay12 = 1\n",
      "Patient85inHospitalonDay13 = 1\n",
      "Patient85inHospitalonDay14 = 1\n",
      "Patient85inHospitalonDay15 = 1\n",
      "Patient85inHospitalonDay16 = 1\n",
      "Patient85inHospitalonDay17 = 1\n",
      "Patient85inHospitalonDay18 = 1\n",
      "Patient85inHospitalonDay19 = 1\n",
      "Patient85inHospitalonDay20 = 1\n",
      "Patient85inHospitalonDay21 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient85inHospitalonDay22 = 1\n",
      "Patient85inHospitalonDay23 = 1\n",
      "Patient85inHospitalonDay24 = 1\n",
      "Patient85inHospitalonDay25 = 1\n",
      "Patient85inHospitalonDay26 = 1\n",
      "Patient85inHospitalonDay27 = 1\n",
      "Patient85inHospitalonDay28 = 1\n",
      "Patient85inHospitalonDay29 = 1\n",
      "Patient85inHospitalonDay30 = 1\n",
      "Patient85inHospitalonDay31 = 1\n",
      "Patient85inHospitalonDay32 = 1\n",
      "Patient85inHospitalonDay33 = 1\n",
      "Patient85inHospitalonDay34 = 1\n",
      "Patient85inHospitalonDay35 = 1\n",
      "Patient85inHospitalonDay36 = 1\n",
      "Patient85inHospitalonDay37 = 1\n",
      "Patient85inHospitalonDay38 = 1\n",
      "Patient85inHospitalonDay39 = 1\n",
      "Patient85inHospitalonDay40 = 1\n",
      "Patient85inHospitalonDay41 = 1\n",
      "Patient85inHospitalonDay42 = 1\n",
      "Patient85inHospitalonDay43 = 1\n",
      "Patient85inHospitalonDay44 = 1\n",
      "Patient85inHospitalonDay45 = 1\n",
      "Patient85inHospitalonDay46 = 1\n",
      "Patient85inHospitalonDay47 = 1\n",
      "Patient86inHospitalonDay3 = 1\n",
      "Patient86inHospitalonDay4 = 1\n",
      "Patient86inHospitalonDay5 = 1\n",
      "Patient86inHospitalonDay6 = 1\n",
      "Patient86inHospitalonDay7 = 1\n",
      "Patient86inHospitalonDay8 = 1\n",
      "Patient86inHospitalonDay9 = 1\n",
      "Patient86inHospitalonDay10 = 1\n",
      "Patient86inHospitalonDay11 = 1\n",
      "Patient86inHospitalonDay12 = 1\n",
      "Patient86inHospitalonDay13 = 1\n",
      "Patient86inHospitalonDay14 = 1\n",
      "Patient86inHospitalonDay15 = 1\n",
      "Patient86inHospitalonDay16 = 1\n",
      "Patient87inHospitalonDay3 = 1\n",
      "Patient87inHospitalonDay4 = 1\n",
      "Patient87inHospitalonDay5 = 1\n",
      "Patient87inHospitalonDay6 = 1\n",
      "Patient87inHospitalonDay7 = 1\n",
      "Patient87inHospitalonDay8 = 1\n",
      "Patient87inHospitalonDay9 = 1\n",
      "Patient87inHospitalonDay10 = 1\n",
      "Patient87inHospitalonDay11 = 1\n",
      "Patient87inHospitalonDay12 = 1\n",
      "Patient87inHospitalonDay13 = 1\n",
      "Patient87inHospitalonDay14 = 1\n",
      "Patient87inHospitalonDay15 = 1\n",
      "Patient87inHospitalonDay16 = 1\n",
      "Patient87inHospitalonDay17 = 1\n",
      "Patient88inHospitalonDay2 = 1\n",
      "Patient88inHospitalonDay3 = 1\n",
      "Patient88inHospitalonDay4 = 1\n",
      "Patient88inHospitalonDay5 = 1\n",
      "Patient88inHospitalonDay6 = 1\n",
      "Patient88inHospitalonDay7 = 1\n",
      "Patient89inHospitalonDay2 = 1\n",
      "Patient89inHospitalonDay3 = 1\n",
      "Patient89inHospitalonDay4 = 1\n",
      "Patient89inHospitalonDay5 = 1\n",
      "Patient89inHospitalonDay6 = 1\n",
      "Patient89inHospitalonDay7 = 1\n",
      "Patient89inHospitalonDay8 = 1\n",
      "Patient89inHospitalonDay9 = 1\n",
      "Patient89inHospitalonDay10 = 1\n",
      "Patient89inHospitalonDay11 = 1\n",
      "Patient89inHospitalonDay12 = 1\n",
      "Patient89inHospitalonDay13 = 1\n",
      "Patient89inHospitalonDay14 = 1\n",
      "Patient89inHospitalonDay15 = 1\n",
      "Patient89inHospitalonDay16 = 1\n",
      "Patient89inHospitalonDay17 = 1\n",
      "Patient89inHospitalonDay18 = 1\n",
      "Patient89inHospitalonDay19 = 1\n",
      "Patient91inHospitalonDay5 = 1\n",
      "Patient92inHospitalonDay8 = 1\n",
      "Patient92inHospitalonDay9 = 1\n",
      "Patient92inHospitalonDay10 = 1\n",
      "Patient92inHospitalonDay11 = 1\n",
      "Patient92inHospitalonDay12 = 1\n",
      "Patient92inHospitalonDay13 = 1\n",
      "Patient92inHospitalonDay14 = 1\n",
      "Patient92inHospitalonDay15 = 1\n",
      "Patient92inHospitalonDay16 = 1\n",
      "Patient92inHospitalonDay17 = 1\n",
      "Patient92inHospitalonDay18 = 1\n",
      "Patient92inHospitalonDay19 = 1\n",
      "Patient92inHospitalonDay20 = 1\n",
      "Patient92inHospitalonDay21 = 1\n",
      "Patient92inHospitalonDay22 = 1\n",
      "Patient92inHospitalonDay23 = 1\n",
      "Patient92inHospitalonDay24 = 1\n",
      "Patient92inHospitalonDay25 = 1\n",
      "Patient92inHospitalonDay26 = 1\n",
      "Patient92inHospitalonDay27 = 1\n",
      "Patient92inHospitalonDay28 = 1\n",
      "Patient92inHospitalonDay29 = 1\n",
      "Patient92inHospitalonDay30 = 1\n",
      "Patient92inHospitalonDay31 = 1\n",
      "Patient92inHospitalonDay32 = 1\n",
      "Patient92inHospitalonDay33 = 1\n",
      "Patient92inHospitalonDay34 = 1\n",
      "Patient92inHospitalonDay35 = 1\n",
      "Patient92inHospitalonDay36 = 1\n",
      "Patient92inHospitalonDay37 = 1\n",
      "Patient92inHospitalonDay38 = 1\n",
      "Patient92inHospitalonDay39 = 1\n",
      "Patient92inHospitalonDay40 = 1\n",
      "Patient92inHospitalonDay41 = 1\n",
      "Patient93inHospitalonDay2 = 1\n",
      "Patient93inHospitalonDay3 = 1\n",
      "Patient93inHospitalonDay4 = 1\n",
      "Patient93inHospitalonDay5 = 1\n",
      "Patient93inHospitalonDay6 = 1\n",
      "Patient93inHospitalonDay7 = 1\n",
      "Patient93inHospitalonDay8 = 1\n",
      "Patient93inHospitalonDay9 = 1\n",
      "Patient93inHospitalonDay10 = 1\n",
      "Patient93inHospitalonDay11 = 1\n",
      "Patient93inHospitalonDay12 = 1\n",
      "Patient93inHospitalonDay13 = 1\n",
      "Patient93inHospitalonDay14 = 1\n",
      "Patient93inHospitalonDay15 = 1\n",
      "Patient93inHospitalonDay16 = 1\n",
      "Patient94inHospitalonDay3 = 1\n",
      "Patient94inHospitalonDay4 = 1\n",
      "Patient94inHospitalonDay5 = 1\n",
      "Patient94inHospitalonDay6 = 1\n",
      "Patient94inHospitalonDay7 = 1\n",
      "Patient94inHospitalonDay8 = 1\n",
      "Patient94inHospitalonDay9 = 1\n",
      "Patient95inHospitalonDay2 = 1\n",
      "Patient95inHospitalonDay3 = 1\n",
      "Patient95inHospitalonDay4 = 1\n",
      "Patient95inHospitalonDay5 = 1\n",
      "Patient95inHospitalonDay6 = 1\n",
      "Patient95inHospitalonDay7 = 1\n",
      "Patient95inHospitalonDay8 = 1\n",
      "Patient96inHospitalonDay5 = 1\n",
      "Patient96inHospitalonDay6 = 1\n",
      "Patient96inHospitalonDay7 = 1\n",
      "Patient96inHospitalonDay8 = 1\n",
      "Patient96inHospitalonDay9 = 1\n",
      "Patient96inHospitalonDay10 = 1\n",
      "Patient96inHospitalonDay11 = 1\n",
      "Patient96inHospitalonDay12 = 1\n",
      "Patient96inHospitalonDay13 = 1\n",
      "Patient96inHospitalonDay14 = 1\n",
      "Patient96inHospitalonDay15 = 1\n",
      "Patient96inHospitalonDay16 = 1\n",
      "Patient96inHospitalonDay17 = 1\n",
      "Patient97inHospitalonDay9 = 1\n",
      "Patient97inHospitalonDay10 = 1\n",
      "Patient97inHospitalonDay11 = 1\n",
      "Patient97inHospitalonDay12 = 1\n",
      "Patient97inHospitalonDay13 = 1\n",
      "Patient97inHospitalonDay14 = 1\n",
      "Patient97inHospitalonDay15 = 1\n",
      "Patient97inHospitalonDay16 = 1\n",
      "Patient97inHospitalonDay17 = 1\n",
      "Patient97inHospitalonDay18 = 1\n",
      "Patient97inHospitalonDay19 = 1\n",
      "Patient97inHospitalonDay20 = 1\n",
      "Patient97inHospitalonDay21 = 1\n",
      "Patient97inHospitalonDay22 = 1\n",
      "Patient97inHospitalonDay23 = 1\n",
      "Patient97inHospitalonDay24 = 1\n",
      "Patient97inHospitalonDay25 = 1\n",
      "Patient97inHospitalonDay26 = 1\n",
      "Patient97inHospitalonDay27 = 1\n",
      "Patient98inHospitalonDay2 = 1\n",
      "Patient98inHospitalonDay3 = 1\n",
      "Patient98inHospitalonDay4 = 1\n",
      "Patient98inHospitalonDay5 = 1\n",
      "Patient98inHospitalonDay6 = 1\n",
      "Patient98inHospitalonDay7 = 1\n",
      "Patient98inHospitalonDay8 = 1\n",
      "Patient98inHospitalonDay9 = 1\n",
      "Patient98inHospitalonDay10 = 1\n",
      "Patient98inHospitalonDay11 = 1\n",
      "Patient99inHospitalonDay2 = 1\n",
      "Patient99inHospitalonDay3 = 1\n",
      "Patient99inHospitalonDay4 = 1\n",
      "Patient99inHospitalonDay5 = 1\n",
      "Patient99inHospitalonDay6 = 1\n",
      "Patient99inHospitalonDay7 = 1\n",
      "Patient100inHospitalonDay2 = 1\n",
      "Patient100inHospitalonDay3 = 1\n",
      "Patient100inHospitalonDay4 = 1\n",
      "Patient100inHospitalonDay5 = 1\n",
      "Patient100inHospitalonDay6 = 1\n",
      "Patient100inHospitalonDay7 = 1\n",
      "Patient100inHospitalonDay8 = 1\n",
      "Patient101inHospitalonDay2 = 1\n",
      "Patient101inHospitalonDay3 = 1\n",
      "Patient101inHospitalonDay4 = 1\n",
      "Patient101inHospitalonDay5 = 1\n",
      "Patient101inHospitalonDay6 = 1\n",
      "Patient101inHospitalonDay7 = 1\n",
      "Patient101inHospitalonDay8 = 1\n",
      "Patient101inHospitalonDay9 = 1\n",
      "Patient101inHospitalonDay10 = 1\n",
      "Patient101inHospitalonDay11 = 1\n",
      "Patient101inHospitalonDay12 = 1\n",
      "Patient101inHospitalonDay13 = 1\n",
      "Patient101inHospitalonDay14 = 1\n",
      "Patient101inHospitalonDay15 = 1\n",
      "Patient102inHospitalonDay2 = 1\n",
      "Patient102inHospitalonDay3 = 1\n",
      "Patient103inHospitalonDay2 = 1\n",
      "Patient103inHospitalonDay3 = 1\n",
      "Patient103inHospitalonDay4 = 1\n",
      "Patient103inHospitalonDay5 = 1\n",
      "Patient103inHospitalonDay6 = 1\n",
      "Patient103inHospitalonDay7 = 1\n",
      "Patient103inHospitalonDay8 = 1\n",
      "Patient103inHospitalonDay9 = 1\n",
      "Patient103inHospitalonDay10 = 1\n",
      "Patient103inHospitalonDay11 = 1\n",
      "Patient105inHospitalonDay2 = 1\n",
      "Patient105inHospitalonDay3 = 1\n",
      "Patient105inHospitalonDay4 = 1\n",
      "Patient105inHospitalonDay5 = 1\n",
      "Patient105inHospitalonDay6 = 1\n",
      "Patient105inHospitalonDay7 = 1\n",
      "Patient105inHospitalonDay8 = 1\n",
      "Patient105inHospitalonDay9 = 1\n",
      "Patient105inHospitalonDay10 = 1\n",
      "Patient105inHospitalonDay11 = 1\n",
      "Patient106inHospitalonDay3 = 1\n",
      "Patient106inHospitalonDay4 = 1\n",
      "Patient106inHospitalonDay5 = 1\n",
      "Patient106inHospitalonDay6 = 1\n",
      "Patient106inHospitalonDay7 = 1\n",
      "Patient106inHospitalonDay8 = 1\n",
      "Patient106inHospitalonDay9 = 1\n",
      "Patient106inHospitalonDay10 = 1\n",
      "Patient106inHospitalonDay11 = 1\n",
      "Patient107inHospitalonDay3 = 1\n",
      "Patient107inHospitalonDay4 = 1\n",
      "Patient107inHospitalonDay5 = 1\n",
      "Patient107inHospitalonDay6 = 1\n",
      "Patient107inHospitalonDay7 = 1\n",
      "Patient107inHospitalonDay8 = 1\n",
      "Patient108inHospitalonDay4 = 1\n",
      "Patient108inHospitalonDay5 = 1\n",
      "Patient108inHospitalonDay6 = 1\n",
      "Patient108inHospitalonDay7 = 1\n",
      "Patient108inHospitalonDay8 = 1\n",
      "Patient108inHospitalonDay9 = 1\n",
      "Patient108inHospitalonDay10 = 1\n",
      "Patient108inHospitalonDay11 = 1\n",
      "Patient109inHospitalonDay4 = 1\n",
      "Patient109inHospitalonDay5 = 1\n",
      "Patient110inHospitalonDay4 = 1\n",
      "Patient110inHospitalonDay5 = 1\n",
      "Patient110inHospitalonDay6 = 1\n",
      "Patient110inHospitalonDay7 = 1\n",
      "Patient110inHospitalonDay8 = 1\n",
      "Patient110inHospitalonDay9 = 1\n",
      "Patient111inHospitalonDay4 = 1\n",
      "Patient111inHospitalonDay5 = 1\n",
      "Patient111inHospitalonDay6 = 1\n",
      "Patient111inHospitalonDay7 = 1\n",
      "Patient111inHospitalonDay8 = 1\n",
      "Patient111inHospitalonDay9 = 1\n",
      "Patient112inHospitalonDay7 = 1\n",
      "Patient112inHospitalonDay8 = 1\n",
      "Patient112inHospitalonDay9 = 1\n",
      "Patient112inHospitalonDay10 = 1\n",
      "Patient113inHospitalonDay10 = 1\n",
      "Patient113inHospitalonDay11 = 1\n",
      "Patient113inHospitalonDay12 = 1\n",
      "Patient113inHospitalonDay13 = 1\n",
      "Patient113inHospitalonDay14 = 1\n",
      "Patient113inHospitalonDay15 = 1\n",
      "Patient113inHospitalonDay16 = 1\n",
      "Patient113inHospitalonDay17 = 1\n",
      "Patient113inHospitalonDay18 = 1\n",
      "Patient113inHospitalonDay19 = 1\n",
      "Patient113inHospitalonDay20 = 1\n",
      "Patient113inHospitalonDay21 = 1\n",
      "Patient113inHospitalonDay22 = 1\n",
      "Patient113inHospitalonDay23 = 1\n",
      "Patient113inHospitalonDay24 = 1\n",
      "Patient113inHospitalonDay25 = 1\n",
      "Patient113inHospitalonDay26 = 1\n",
      "Patient113inHospitalonDay27 = 1\n",
      "Patient113inHospitalonDay28 = 1\n",
      "Patient113inHospitalonDay29 = 1\n",
      "Patient113inHospitalonDay30 = 1\n",
      "Patient113inHospitalonDay31 = 1\n",
      "Patient113inHospitalonDay32 = 1\n",
      "Patient113inHospitalonDay33 = 1\n",
      "Patient113inHospitalonDay34 = 1\n",
      "Patient113inHospitalonDay35 = 1\n",
      "Patient113inHospitalonDay36 = 1\n",
      "Patient113inHospitalonDay37 = 1\n",
      "Patient113inHospitalonDay38 = 1\n",
      "Patient113inHospitalonDay39 = 1\n",
      "Patient113inHospitalonDay40 = 1\n",
      "Patient113inHospitalonDay41 = 1\n",
      "Patient114inHospitalonDay6 = 1\n",
      "Patient114inHospitalonDay7 = 1\n",
      "Patient114inHospitalonDay8 = 1\n",
      "Patient114inHospitalonDay9 = 1\n",
      "Patient114inHospitalonDay10 = 1\n",
      "Patient114inHospitalonDay11 = 1\n",
      "Patient114inHospitalonDay12 = 1\n",
      "Patient114inHospitalonDay13 = 1\n",
      "Patient114inHospitalonDay14 = 1\n",
      "Patient115inHospitalonDay7 = 1\n",
      "Patient115inHospitalonDay8 = 1\n",
      "Patient115inHospitalonDay9 = 1\n",
      "Patient115inHospitalonDay10 = 1\n",
      "Patient115inHospitalonDay11 = 1\n",
      "Patient115inHospitalonDay12 = 1\n",
      "Patient115inHospitalonDay13 = 1\n",
      "Patient115inHospitalonDay14 = 1\n",
      "Patient115inHospitalonDay15 = 1\n",
      "Patient115inHospitalonDay16 = 1\n",
      "Patient115inHospitalonDay17 = 1\n",
      "Patient115inHospitalonDay18 = 1\n",
      "Patient115inHospitalonDay19 = 1\n",
      "Patient115inHospitalonDay20 = 1\n",
      "Patient115inHospitalonDay21 = 1\n",
      "Patient115inHospitalonDay22 = 1\n",
      "Patient115inHospitalonDay23 = 1\n",
      "Patient115inHospitalonDay24 = 1\n",
      "Patient115inHospitalonDay25 = 1\n",
      "Patient115inHospitalonDay26 = 1\n",
      "Patient115inHospitalonDay27 = 1\n",
      "Patient115inHospitalonDay28 = 1\n",
      "Patient115inHospitalonDay29 = 1\n",
      "Patient115inHospitalonDay30 = 1\n",
      "Patient115inHospitalonDay31 = 1\n",
      "Patient115inHospitalonDay32 = 1\n",
      "Patient115inHospitalonDay33 = 1\n",
      "Patient115inHospitalonDay34 = 1\n",
      "Patient115inHospitalonDay35 = 1\n",
      "Patient115inHospitalonDay36 = 1\n",
      "Patient115inHospitalonDay37 = 1\n",
      "Patient115inHospitalonDay38 = 1\n",
      "Patient115inHospitalonDay39 = 1\n",
      "Patient115inHospitalonDay40 = 1\n",
      "Patient115inHospitalonDay41 = 1\n",
      "Patient115inHospitalonDay42 = 1\n",
      "Patient115inHospitalonDay43 = 1\n",
      "Patient115inHospitalonDay44 = 1\n",
      "Patient116inHospitalonDay3 = 1\n",
      "Patient116inHospitalonDay4 = 1\n",
      "Patient116inHospitalonDay5 = 1\n",
      "Patient116inHospitalonDay6 = 1\n",
      "Patient116inHospitalonDay7 = 1\n",
      "Patient116inHospitalonDay8 = 1\n",
      "Patient116inHospitalonDay9 = 1\n",
      "Patient116inHospitalonDay10 = 1\n",
      "Patient116inHospitalonDay11 = 1\n",
      "Patient116inHospitalonDay12 = 1\n",
      "Patient116inHospitalonDay13 = 1\n",
      "Patient116inHospitalonDay14 = 1\n",
      "Patient116inHospitalonDay15 = 1\n",
      "Patient116inHospitalonDay16 = 1\n",
      "Patient116inHospitalonDay17 = 1\n",
      "Patient116inHospitalonDay18 = 1\n",
      "Patient117inHospitalonDay4 = 1\n",
      "Patient117inHospitalonDay5 = 1\n",
      "Patient117inHospitalonDay6 = 1\n",
      "Patient117inHospitalonDay7 = 1\n",
      "Patient117inHospitalonDay8 = 1\n",
      "Patient117inHospitalonDay9 = 1\n",
      "Patient117inHospitalonDay10 = 1\n",
      "Patient118inHospitalonDay7 = 1\n",
      "Patient118inHospitalonDay8 = 1\n",
      "Patient118inHospitalonDay9 = 1\n",
      "Patient118inHospitalonDay10 = 1\n",
      "Patient118inHospitalonDay11 = 1\n",
      "Patient118inHospitalonDay12 = 1\n",
      "Patient118inHospitalonDay13 = 1\n",
      "Patient118inHospitalonDay14 = 1\n",
      "Patient118inHospitalonDay15 = 1\n",
      "Patient118inHospitalonDay16 = 1\n",
      "Patient118inHospitalonDay17 = 1\n",
      "Patient118inHospitalonDay18 = 1\n",
      "Patient118inHospitalonDay19 = 1\n",
      "Patient118inHospitalonDay20 = 1\n",
      "Patient118inHospitalonDay21 = 1\n",
      "Patient118inHospitalonDay22 = 1\n",
      "Patient118inHospitalonDay23 = 1\n",
      "Patient118inHospitalonDay24 = 1\n",
      "Patient118inHospitalonDay25 = 1\n",
      "Patient118inHospitalonDay26 = 1\n",
      "Patient118inHospitalonDay27 = 1\n",
      "Patient118inHospitalonDay28 = 1\n",
      "Patient118inHospitalonDay29 = 1\n",
      "Patient118inHospitalonDay30 = 1\n",
      "Patient118inHospitalonDay31 = 1\n",
      "Patient118inHospitalonDay32 = 1\n",
      "Patient118inHospitalonDay33 = 1\n",
      "Patient118inHospitalonDay34 = 1\n",
      "Patient118inHospitalonDay35 = 1\n",
      "Patient118inHospitalonDay36 = 1\n",
      "Patient118inHospitalonDay37 = 1\n",
      "Patient118inHospitalonDay38 = 1\n",
      "Patient118inHospitalonDay39 = 1\n",
      "Patient118inHospitalonDay40 = 1\n",
      "Patient118inHospitalonDay41 = 1\n",
      "Patient118inHospitalonDay42 = 1\n",
      "Patient118inHospitalonDay43 = 1\n",
      "Patient119inHospitalonDay4 = 1\n",
      "Patient119inHospitalonDay5 = 1\n",
      "Patient119inHospitalonDay6 = 1\n",
      "Patient119inHospitalonDay7 = 1\n",
      "Patient119inHospitalonDay8 = 1\n",
      "Patient119inHospitalonDay9 = 1\n",
      "Patient119inHospitalonDay10 = 1\n",
      "Patient119inHospitalonDay11 = 1\n",
      "Patient119inHospitalonDay12 = 1\n",
      "Patient119inHospitalonDay13 = 1\n",
      "Patient119inHospitalonDay14 = 1\n",
      "Patient119inHospitalonDay15 = 1\n",
      "Patient119inHospitalonDay16 = 1\n",
      "Patient120inHospitalonDay4 = 1\n",
      "Patient120inHospitalonDay5 = 1\n",
      "Patient120inHospitalonDay6 = 1\n",
      "Patient120inHospitalonDay7 = 1\n",
      "Patient120inHospitalonDay8 = 1\n",
      "Patient121inHospitalonDay3 = 1\n",
      "Patient121inHospitalonDay4 = 1\n",
      "Patient121inHospitalonDay5 = 1\n",
      "Patient121inHospitalonDay6 = 1\n",
      "Patient121inHospitalonDay7 = 1\n",
      "Patient121inHospitalonDay8 = 1\n",
      "Patient121inHospitalonDay9 = 1\n",
      "Patient121inHospitalonDay10 = 1\n",
      "Patient121inHospitalonDay11 = 1\n",
      "Patient122inHospitalonDay7 = 1\n",
      "Patient122inHospitalonDay8 = 1\n",
      "Patient122inHospitalonDay9 = 1\n",
      "Patient122inHospitalonDay10 = 1\n",
      "Patient122inHospitalonDay11 = 1\n",
      "Patient122inHospitalonDay12 = 1\n",
      "Patient122inHospitalonDay13 = 1\n",
      "Patient122inHospitalonDay14 = 1\n",
      "Patient122inHospitalonDay15 = 1\n",
      "Patient122inHospitalonDay16 = 1\n",
      "Patient122inHospitalonDay17 = 1\n",
      "Patient122inHospitalonDay18 = 1\n",
      "Patient122inHospitalonDay19 = 1\n",
      "Patient122inHospitalonDay20 = 1\n",
      "Patient122inHospitalonDay21 = 1\n",
      "Patient122inHospitalonDay22 = 1\n",
      "Patient122inHospitalonDay23 = 1\n",
      "Patient122inHospitalonDay24 = 1\n",
      "Patient122inHospitalonDay25 = 1\n",
      "Patient122inHospitalonDay26 = 1\n",
      "Patient122inHospitalonDay27 = 1\n",
      "Patient122inHospitalonDay28 = 1\n",
      "Patient122inHospitalonDay29 = 1\n",
      "Patient122inHospitalonDay30 = 1\n",
      "Patient122inHospitalonDay31 = 1\n",
      "Patient122inHospitalonDay32 = 1\n",
      "Patient122inHospitalonDay33 = 1\n",
      "Patient122inHospitalonDay34 = 1\n",
      "Patient122inHospitalonDay35 = 1\n",
      "Patient122inHospitalonDay36 = 1\n",
      "Patient122inHospitalonDay37 = 1\n",
      "Patient122inHospitalonDay38 = 1\n",
      "Patient122inHospitalonDay39 = 1\n",
      "Patient122inHospitalonDay40 = 1\n",
      "Patient122inHospitalonDay41 = 1\n",
      "Patient122inHospitalonDay42 = 1\n",
      "Patient123inHospitalonDay4 = 1\n",
      "Patient123inHospitalonDay5 = 1\n",
      "Patient123inHospitalonDay6 = 1\n",
      "Patient123inHospitalonDay7 = 1\n",
      "Patient123inHospitalonDay8 = 1\n",
      "Patient123inHospitalonDay9 = 1\n",
      "Patient124inHospitalonDay5 = 1\n",
      "Patient124inHospitalonDay6 = 1\n",
      "Patient124inHospitalonDay7 = 1\n",
      "Patient124inHospitalonDay8 = 1\n",
      "Patient124inHospitalonDay9 = 1\n",
      "Patient124inHospitalonDay10 = 1\n",
      "Patient124inHospitalonDay11 = 1\n",
      "Patient124inHospitalonDay12 = 1\n",
      "Patient125inHospitalonDay3 = 1\n",
      "Patient125inHospitalonDay4 = 1\n",
      "Patient125inHospitalonDay5 = 1\n",
      "Patient125inHospitalonDay6 = 1\n",
      "Patient125inHospitalonDay7 = 1\n",
      "Patient125inHospitalonDay8 = 1\n",
      "Patient126inHospitalonDay3 = 1\n",
      "Patient126inHospitalonDay4 = 1\n",
      "Patient126inHospitalonDay5 = 1\n",
      "Patient126inHospitalonDay6 = 1\n",
      "Patient126inHospitalonDay7 = 1\n",
      "Patient126inHospitalonDay8 = 1\n",
      "Patient126inHospitalonDay9 = 1\n",
      "Patient126inHospitalonDay10 = 1\n",
      "Patient126inHospitalonDay11 = 1\n",
      "Patient127inHospitalonDay4 = 1\n",
      "Patient127inHospitalonDay5 = 1\n",
      "Patient127inHospitalonDay6 = 1\n",
      "Patient127inHospitalonDay7 = 1\n",
      "Patient128inHospitalonDay4 = 1\n",
      "Patient128inHospitalonDay5 = 1\n",
      "Patient128inHospitalonDay6 = 1\n",
      "Patient128inHospitalonDay7 = 1\n",
      "Patient128inHospitalonDay8 = 1\n",
      "Patient128inHospitalonDay9 = 1\n",
      "Patient129inHospitalonDay3 = 1\n",
      "Patient129inHospitalonDay4 = 1\n",
      "Patient129inHospitalonDay5 = 1\n",
      "Patient129inHospitalonDay6 = 1\n",
      "Patient129inHospitalonDay7 = 1\n",
      "Patient129inHospitalonDay8 = 1\n",
      "Patient130inHospitalonDay5 = 1\n",
      "Patient130inHospitalonDay6 = 1\n",
      "Patient131inHospitalonDay3 = 1\n",
      "Patient131inHospitalonDay4 = 1\n",
      "Patient131inHospitalonDay5 = 1\n",
      "Patient131inHospitalonDay6 = 1\n",
      "Patient131inHospitalonDay7 = 1\n",
      "Patient131inHospitalonDay8 = 1\n",
      "Patient132inHospitalonDay3 = 1\n",
      "Patient132inHospitalonDay4 = 1\n",
      "Patient132inHospitalonDay5 = 1\n",
      "Patient132inHospitalonDay6 = 1\n",
      "Patient132inHospitalonDay7 = 1\n",
      "Patient132inHospitalonDay8 = 1\n",
      "Patient132inHospitalonDay9 = 1\n",
      "Patient132inHospitalonDay10 = 1\n",
      "Patient132inHospitalonDay11 = 1\n",
      "Patient132inHospitalonDay12 = 1\n",
      "Patient132inHospitalonDay13 = 1\n",
      "Patient132inHospitalonDay14 = 1\n",
      "Patient132inHospitalonDay15 = 1\n",
      "Patient133inHospitalonDay7 = 1\n",
      "Patient133inHospitalonDay8 = 1\n",
      "Patient133inHospitalonDay9 = 1\n",
      "Patient133inHospitalonDay10 = 1\n",
      "Patient133inHospitalonDay11 = 1\n",
      "Patient134inHospitalonDay10 = 1\n",
      "Patient134inHospitalonDay11 = 1\n",
      "Patient134inHospitalonDay12 = 1\n",
      "Patient134inHospitalonDay13 = 1\n",
      "Patient134inHospitalonDay14 = 1\n",
      "Patient134inHospitalonDay15 = 1\n",
      "Patient134inHospitalonDay16 = 1\n",
      "Patient134inHospitalonDay17 = 1\n",
      "Patient134inHospitalonDay18 = 1\n",
      "Patient134inHospitalonDay19 = 1\n",
      "Patient134inHospitalonDay20 = 1\n",
      "Patient134inHospitalonDay21 = 1\n",
      "Patient134inHospitalonDay22 = 1\n",
      "Patient134inHospitalonDay23 = 1\n",
      "Patient134inHospitalonDay24 = 1\n",
      "Patient134inHospitalonDay25 = 1\n",
      "Patient134inHospitalonDay26 = 1\n",
      "Patient134inHospitalonDay27 = 1\n",
      "Patient134inHospitalonDay28 = 1\n",
      "Patient134inHospitalonDay29 = 1\n",
      "Patient134inHospitalonDay30 = 1\n",
      "Patient134inHospitalonDay31 = 1\n",
      "Patient134inHospitalonDay32 = 1\n",
      "Patient134inHospitalonDay33 = 1\n",
      "Patient134inHospitalonDay34 = 1\n",
      "Patient134inHospitalonDay35 = 1\n",
      "Patient134inHospitalonDay36 = 1\n",
      "Patient134inHospitalonDay37 = 1\n",
      "Patient134inHospitalonDay38 = 1\n",
      "Patient134inHospitalonDay39 = 1\n",
      "Patient134inHospitalonDay40 = 1\n",
      "Patient134inHospitalonDay41 = 1\n",
      "Patient134inHospitalonDay42 = 1\n",
      "Patient134inHospitalonDay43 = 1\n",
      "Patient134inHospitalonDay44 = 1\n",
      "Patient134inHospitalonDay45 = 1\n",
      "Patient135inHospitalonDay3 = 1\n",
      "Patient135inHospitalonDay4 = 1\n",
      "Patient135inHospitalonDay5 = 1\n",
      "Patient135inHospitalonDay6 = 1\n",
      "Patient135inHospitalonDay7 = 1\n",
      "Patient135inHospitalonDay8 = 1\n",
      "Patient135inHospitalonDay9 = 1\n",
      "Patient135inHospitalonDay10 = 1\n",
      "Patient135inHospitalonDay11 = 1\n",
      "Patient135inHospitalonDay12 = 1\n",
      "Patient135inHospitalonDay13 = 1\n",
      "Patient135inHospitalonDay14 = 1\n",
      "Patient135inHospitalonDay15 = 1\n",
      "Patient135inHospitalonDay16 = 1\n",
      "Patient135inHospitalonDay17 = 1\n",
      "Patient135inHospitalonDay18 = 1\n",
      "Patient135inHospitalonDay19 = 1\n",
      "Patient135inHospitalonDay20 = 1\n",
      "Patient135inHospitalonDay21 = 1\n",
      "Patient136inHospitalonDay8 = 1\n",
      "Patient136inHospitalonDay9 = 1\n",
      "Patient136inHospitalonDay10 = 1\n",
      "Patient136inHospitalonDay11 = 1\n",
      "Patient136inHospitalonDay12 = 1\n",
      "Patient136inHospitalonDay13 = 1\n",
      "Patient138inHospitalonDay6 = 1\n",
      "Patient138inHospitalonDay7 = 1\n",
      "Patient138inHospitalonDay8 = 1\n",
      "Patient138inHospitalonDay9 = 1\n",
      "Patient138inHospitalonDay10 = 1\n",
      "Patient138inHospitalonDay11 = 1\n",
      "Patient139inHospitalonDay3 = 1\n",
      "Patient139inHospitalonDay4 = 1\n",
      "Patient139inHospitalonDay5 = 1\n",
      "Patient139inHospitalonDay6 = 1\n",
      "Patient139inHospitalonDay7 = 1\n",
      "Patient139inHospitalonDay8 = 1\n",
      "Patient139inHospitalonDay9 = 1\n",
      "Patient139inHospitalonDay10 = 1\n",
      "Patient139inHospitalonDay11 = 1\n",
      "Patient139inHospitalonDay12 = 1\n",
      "Patient140inHospitalonDay7 = 1\n",
      "Patient140inHospitalonDay8 = 1\n",
      "Patient140inHospitalonDay9 = 1\n",
      "Patient140inHospitalonDay10 = 1\n",
      "Patient140inHospitalonDay11 = 1\n",
      "Patient140inHospitalonDay12 = 1\n",
      "Patient140inHospitalonDay13 = 1\n",
      "Patient140inHospitalonDay14 = 1\n",
      "Patient140inHospitalonDay15 = 1\n",
      "Patient140inHospitalonDay16 = 1\n",
      "Patient140inHospitalonDay17 = 1\n",
      "Patient140inHospitalonDay18 = 1\n",
      "Patient140inHospitalonDay19 = 1\n",
      "Patient140inHospitalonDay20 = 1\n",
      "Patient140inHospitalonDay21 = 1\n",
      "Patient140inHospitalonDay22 = 1\n",
      "Patient140inHospitalonDay23 = 1\n",
      "Patient140inHospitalonDay24 = 1\n",
      "Patient140inHospitalonDay25 = 1\n",
      "Patient140inHospitalonDay26 = 1\n",
      "Patient140inHospitalonDay27 = 1\n",
      "Patient141inHospitalonDay5 = 1\n",
      "Patient141inHospitalonDay6 = 1\n",
      "Patient141inHospitalonDay7 = 1\n",
      "Patient141inHospitalonDay8 = 1\n",
      "Patient141inHospitalonDay9 = 1\n",
      "Patient142inHospitalonDay7 = 1\n",
      "Patient142inHospitalonDay8 = 1\n",
      "Patient142inHospitalonDay9 = 1\n",
      "Patient142inHospitalonDay10 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patient142inHospitalonDay11 = 1\n",
      "Patient142inHospitalonDay12 = 1\n",
      "Patient142inHospitalonDay13 = 1\n",
      "Patient142inHospitalonDay14 = 1\n",
      "Patient142inHospitalonDay15 = 1\n",
      "Patient143inHospitalonDay5 = 1\n",
      "Patient143inHospitalonDay6 = 1\n",
      "Patient143inHospitalonDay7 = 1\n",
      "Patient143inHospitalonDay8 = 1\n",
      "Patient143inHospitalonDay9 = 1\n",
      "Patient143inHospitalonDay10 = 1\n",
      "Patient144inHospitalonDay6 = 1\n",
      "Patient144inHospitalonDay7 = 1\n",
      "Patient145inHospitalonDay6 = 1\n",
      "Patient145inHospitalonDay7 = 1\n",
      "Patient145inHospitalonDay8 = 1\n",
      "Patient145inHospitalonDay9 = 1\n",
      "Patient146inHospitalonDay6 = 1\n",
      "Patient146inHospitalonDay7 = 1\n",
      "Patient146inHospitalonDay8 = 1\n",
      "Patient146inHospitalonDay9 = 1\n",
      "Patient146inHospitalonDay10 = 1\n",
      "Patient146inHospitalonDay11 = 1\n",
      "Patient146inHospitalonDay12 = 1\n",
      "Patient146inHospitalonDay13 = 1\n",
      "Patient147inHospitalonDay6 = 1\n",
      "Patient147inHospitalonDay7 = 1\n",
      "Patient147inHospitalonDay8 = 1\n",
      "Patient147inHospitalonDay9 = 1\n",
      "Patient147inHospitalonDay10 = 1\n",
      "Patient147inHospitalonDay11 = 1\n",
      "Patient147inHospitalonDay12 = 1\n",
      "Patient147inHospitalonDay13 = 1\n",
      "Patient147inHospitalonDay14 = 1\n",
      "Patient147inHospitalonDay15 = 1\n",
      "Patient148inHospitalonDay5 = 1\n",
      "Patient148inHospitalonDay6 = 1\n",
      "Patient148inHospitalonDay7 = 1\n",
      "Patient148inHospitalonDay8 = 1\n",
      "Patient148inHospitalonDay9 = 1\n",
      "Patient148inHospitalonDay10 = 1\n",
      "Patient149inHospitalonDay4 = 1\n",
      "Patient149inHospitalonDay5 = 1\n",
      "Patient149inHospitalonDay6 = 1\n",
      "Patient149inHospitalonDay7 = 1\n",
      "Patient149inHospitalonDay8 = 1\n",
      "Patient149inHospitalonDay9 = 1\n",
      "Patient149inHospitalonDay10 = 1\n",
      "Patient149inHospitalonDay11 = 1\n",
      "Patient149inHospitalonDay12 = 1\n",
      "Patient149inHospitalonDay13 = 1\n",
      "Patient150inHospitalonDay4 = 1\n",
      "Patient150inHospitalonDay5 = 1\n",
      "Patient150inHospitalonDay6 = 1\n",
      "Patient150inHospitalonDay7 = 1\n",
      "Patient150inHospitalonDay8 = 1\n",
      "Patient150inHospitalonDay9 = 1\n",
      "Patient150inHospitalonDay10 = 1\n",
      "Patient150inHospitalonDay11 = 1\n",
      "Patient150inHospitalonDay12 = 1\n",
      "Patient150inHospitalonDay13 = 1\n",
      "C560777 = 1\n",
      "C560778 = 1\n",
      "C560779 = 1\n",
      "C560780 = 1\n",
      "C560781 = 1\n",
      "C560782 = 1\n",
      "C560783 = 1\n",
      "C560784 = 1\n",
      "C560785 = 1\n",
      "C560786 = 1\n",
      "C560787 = 1\n",
      "C560788 = 1\n",
      "C560789 = 1\n",
      "C560790 = 1\n",
      "C560791 = 1\n",
      "C560792 = 1\n",
      "C560793 = 1\n",
      "C560794 = 1\n",
      "C560795 = 1\n",
      "C560796 = 1\n",
      "C560797 = 1\n",
      "C560798 = 1\n",
      "C560799 = 1\n",
      "C560800 = 1\n",
      "C560801 = 1\n",
      "C560802 = 1\n",
      "C560803 = 1\n",
      "C560804 = 1\n",
      "C560805 = 1\n",
      "C560806 = 1\n",
      "C560807 = 1\n",
      "C560808 = 1\n",
      "C560809 = 1\n",
      "C560810 = 1\n",
      "C560811 = 1\n",
      "C560812 = 1\n",
      "C560813 = 1\n",
      "C560814 = 1\n",
      "C560815 = 1\n",
      "C560816 = 1\n",
      "C560817 = 1\n",
      "C560818 = 1\n",
      "C560819 = 1\n",
      "C560820 = 1\n",
      "C560821 = 1\n",
      "C560822 = 1\n",
      "C560823 = 1\n",
      "C560825 = 1\n",
      "C560826 = 1\n",
      "C560827 = 1\n",
      "C560828 = 1\n",
      "C560829 = 1\n",
      "C560830 = 1\n",
      "C560831 = 1\n",
      "C560832 = 1\n",
      "C560833 = 1\n",
      "C560834 = 1\n",
      "C560835 = 1\n",
      "C560836 = 1\n",
      "C560837 = 1\n",
      "C560838 = 1\n",
      "C560839 = 1\n",
      "C560840 = 1\n",
      "C560841 = 1\n",
      "C560842 = 1\n",
      "C560843 = 1\n",
      "C560844 = 1\n",
      "C560845 = 1\n",
      "C560846 = 1\n",
      "C560847 = 1\n",
      "C560848 = 1\n",
      "C560849 = 1\n",
      "C560850 = 1\n",
      "C560851 = 1\n",
      "C560852 = 1\n",
      "C560853 = 1\n",
      "C560854 = 1\n",
      "C560855 = 1\n",
      "C560856 = 1\n",
      "C560857 = 1\n",
      "C560858 = 1\n",
      "C560859 = 1\n",
      "C560860 = 1\n",
      "C560861 = 1\n",
      "C560862 = 1\n",
      "C560863 = 1\n",
      "C560864 = 1\n",
      "C560865 = 1\n",
      "C560866 = 1\n",
      "C560867 = 1\n",
      "C560868 = 1\n",
      "C560869 = 1\n",
      "C560870 = 1\n",
      "C560871 = 1\n",
      "C560872 = 1\n",
      "C560873 = 1\n",
      "C560874 = 1\n",
      "C560875 = 1\n",
      "C560876 = 1\n",
      "C560877 = 1\n",
      "C560878 = 1\n",
      "C560879 = 1\n",
      "C560880 = 1\n",
      "C560881 = 1\n",
      "C560882 = 1\n",
      "C560883 = 1\n",
      "C560884 = 1\n",
      "C560885 = 1\n",
      "C560886 = 1\n",
      "C560887 = 1\n",
      "C560888 = 1\n",
      "C560889 = 1\n",
      "C560890 = 1\n",
      "C560891 = 1\n",
      "C560892 = 1\n",
      "C560893 = 1\n",
      "C560894 = 1\n",
      "C560895 = 1\n",
      "C560896 = 1\n",
      "C560897 = 1\n",
      "C560898 = 1\n",
      "C560899 = 1\n",
      "C560900 = 1\n",
      "C560901 = 1\n",
      "C560902 = 1\n",
      "C560903 = 1\n",
      "C560904 = 1\n",
      "C560905 = 1\n",
      "C560906 = 1\n",
      "C560907 = 1\n",
      "C560908 = 1\n",
      "C560909 = 1\n",
      "C560910 = 1\n",
      "C560911 = 1\n",
      "C560912 = 1\n",
      "C560913 = 1\n",
      "C560914 = 1\n",
      "C560915 = 1\n",
      "C560916 = 1\n",
      "C560917 = 1\n",
      "C560918 = 1\n",
      "C560919 = 1\n",
      "C560920 = 1\n",
      "C560921 = 1\n",
      "C560922 = 1\n",
      "C560923 = 1\n",
      "C560924 = 1\n",
      "C560925 = 1\n",
      "C560926 = 1\n",
      "C560927 = 1\n",
      "C560928 = 1\n",
      "C560929 = 1\n",
      "C560930 = 1\n",
      "C560931 = 1\n",
      "C560932 = 1\n",
      "C560933 = 1\n",
      "C560934 = 1\n",
      "C560935 = 1\n",
      "C560936 = 1\n",
      "C560937 = 1\n",
      "C560938 = 1\n",
      "C560939 = 1\n",
      "C560940 = 1\n",
      "C560941 = 1\n",
      "C560942 = 1\n",
      "C560943 = 1\n",
      "C560944 = 1\n",
      "C560945 = 1\n",
      "C560946 = 1\n",
      "C560947 = 1\n",
      "C560948 = 1\n",
      "C560949 = 1\n",
      "C560950 = 1\n",
      "C560951 = 1\n",
      "C560952 = 1\n",
      "C560953 = 1\n",
      "C560954 = 1\n",
      "C560955 = 1\n",
      "C560956 = 1\n",
      "C560957 = 1\n",
      "C560958 = 1\n",
      "C560959 = 1\n",
      "C560960 = 1\n",
      "C560961 = 1\n",
      "C560962 = 1\n",
      "C560963 = 1\n",
      "C560964 = 1\n",
      "C560965 = 1\n",
      "C560966 = 1\n",
      "C560967 = 1\n",
      "C560969 = 1\n",
      "C560970 = 1\n",
      "C560971 = 1\n",
      "C560972 = 1\n",
      "C560973 = 1\n",
      "C560974 = 1\n",
      "C560975 = 1\n",
      "C560976 = 1\n",
      "C560977 = 1\n",
      "C560978 = 1\n",
      "C560979 = 1\n",
      "C560980 = 1\n",
      "C560981 = 1\n",
      "C560982 = 1\n",
      "C560983 = 1\n",
      "C560984 = 1\n",
      "C560985 = 1\n",
      "C560986 = 1\n",
      "C560987 = 1\n",
      "C560988 = 1\n",
      "C560989 = 1\n",
      "C560990 = 1\n",
      "C560991 = 1\n",
      "C560992 = 1\n",
      "C560993 = 1\n",
      "C560994 = 1\n",
      "C560995 = 1\n",
      "C560996 = 1\n",
      "C560997 = 1\n",
      "C560998 = 1\n",
      "C560999 = 1\n",
      "C561000 = 1\n",
      "C561001 = 1\n",
      "C561002 = 1\n",
      "C561003 = 1\n",
      "C561004 = 1\n",
      "C561005 = 1\n",
      "C561006 = 1\n",
      "C561007 = 1\n",
      "C561008 = 1\n",
      "C561009 = 1\n",
      "C561010 = 1\n",
      "C561011 = 1\n",
      "C561012 = 1\n",
      "C561013 = 1\n",
      "C561014 = 1\n",
      "C561015 = 1\n",
      "C561019 = 1\n",
      "C561020 = 1\n",
      "C561021 = 1\n",
      "C561022 = 1\n",
      "C561023 = 1\n",
      "C561024 = 1\n",
      "C561025 = 1\n",
      "C561026 = 1\n",
      "C561027 = 1\n",
      "C561028 = 1\n",
      "C561029 = 1\n",
      "C561030 = 1\n",
      "C561031 = 1\n",
      "C561033 = 1\n",
      "C561035 = 1\n",
      "C561037 = 1\n",
      "C561038 = 1\n",
      "C561039 = 1\n",
      "C561040 = 1\n",
      "C561042 = 1\n",
      "C561043 = 1\n",
      "C561044 = 1\n",
      "C561045 = 1\n",
      "C561046 = 1\n",
      "C561047 = 1\n",
      "C561048 = 1\n",
      "C561049 = 1\n",
      "C561050 = 1\n",
      "C561051 = 1\n",
      "C561052 = 1\n",
      "C561053 = 1\n",
      "C561054 = 1\n",
      "C561055 = 1\n",
      "C561056 = 1\n",
      "C561057 = 1\n",
      "C561058 = 1\n",
      "C561059 = 1\n",
      "C561060 = 1\n",
      "C561061 = 1\n",
      "C561062 = 1\n",
      "C561063 = 1\n",
      "C561071 = 1\n",
      "C561072 = 1\n",
      "C561073 = 1\n",
      "C561074 = 1\n",
      "C561076 = 1\n",
      "C561077 = 1\n",
      "C561078 = 1\n",
      "C561079 = 1\n",
      "C561080 = 1\n",
      "C561081 = 1\n",
      "C561082 = 1\n",
      "C561083 = 1\n",
      "C561084 = 1\n",
      "C561085 = 1\n",
      "C561086 = 1\n",
      "C561087 = 1\n",
      "C561088 = 1\n",
      "C561089 = 1\n",
      "C561090 = 1\n",
      "C561091 = 1\n",
      "C561092 = 1\n",
      "C561093 = 1\n",
      "C561094 = 1\n",
      "C561095 = 1\n",
      "C561096 = 1\n",
      "C561097 = 1\n",
      "C561098 = 1\n",
      "C561099 = 1\n",
      "C561100 = 1\n",
      "C561101 = 1\n",
      "C561102 = 1\n",
      "C561103 = 1\n",
      "C561104 = 1\n",
      "C561105 = 1\n",
      "C561106 = 1\n",
      "C561107 = 1\n",
      "C561108 = 1\n",
      "C561109 = 1\n",
      "C561110 = 1\n",
      "C561111 = 1\n",
      "C561112 = 1\n",
      "C561113 = 1\n",
      "C561114 = 1\n",
      "C561115 = 1\n",
      "C561116 = 1\n",
      "C561117 = 1\n",
      "C561118 = 1\n",
      "C561119 = 1\n",
      "C561120 = 1\n",
      "C561121 = 1\n",
      "C561122 = 1\n",
      "C561123 = 1\n",
      "C561124 = 1\n",
      "C561125 = 1\n",
      "C561126 = 1\n",
      "C561127 = 1\n",
      "C561128 = 1\n",
      "C561129 = 1\n",
      "C561130 = 1\n",
      "C561131 = 1\n",
      "C561132 = 1\n",
      "C561133 = 1\n",
      "C561134 = 1\n",
      "C561135 = 1\n",
      "C561136 = 1\n",
      "C561137 = 1\n",
      "C561138 = 1\n",
      "C561139 = 1\n",
      "C561140 = 1\n",
      "C561141 = 1\n",
      "C561142 = 1\n",
      "C561143 = 1\n",
      "C561144 = 1\n",
      "C561145 = 1\n",
      "C561146 = 1\n",
      "C561147 = 1\n",
      "C561148 = 1\n",
      "C561149 = 1\n",
      "C561150 = 1\n",
      "C561151 = 1\n",
      "C561152 = 1\n",
      "C561153 = 1\n",
      "C561154 = 1\n",
      "C561155 = 1\n",
      "C561156 = 1\n",
      "C561157 = 1\n",
      "C561158 = 1\n",
      "C561159 = 1\n",
      "C561160 = 1\n",
      "C561161 = 1\n",
      "C561162 = 1\n",
      "C561163 = 1\n",
      "C561164 = 1\n",
      "C561165 = 1\n",
      "C561166 = 1\n",
      "C561167 = 1\n",
      "C561168 = 1\n",
      "C561169 = 1\n",
      "C561170 = 1\n",
      "C561171 = 1\n",
      "C561172 = 1\n",
      "C561173 = 1\n",
      "C561174 = 1\n",
      "C561175 = 1\n",
      "C561176 = 1\n",
      "C561177 = 1\n",
      "C561178 = 1\n",
      "C561179 = 1\n",
      "C561180 = 1\n",
      "C561181 = 1\n",
      "C561182 = 1\n",
      "C561183 = 1\n",
      "C561184 = 1\n",
      "C561185 = 1\n",
      "C561186 = 1\n",
      "C561187 = 1\n",
      "C561188 = 1\n",
      "C561189 = 1\n",
      "C561190 = 1\n",
      "C561191 = 1\n",
      "C561192 = 1\n",
      "C561193 = 1\n",
      "C561194 = 1\n",
      "C561195 = 1\n",
      "C561196 = 1\n",
      "C561197 = 1\n",
      "C561198 = 1\n",
      "C561199 = 1\n",
      "C561200 = 1\n",
      "C561201 = 1\n",
      "C561202 = 1\n",
      "C561203 = 1\n",
      "C561204 = 1\n",
      "C561205 = 1\n",
      "C561206 = 1\n",
      "C561207 = 1\n",
      "C561208 = 1\n",
      "C561209 = 1\n",
      "C561210 = 1\n",
      "C561211 = 1\n",
      "C561212 = 1\n",
      "C561213 = 1\n",
      "C561214 = 1\n",
      "C561215 = 1\n",
      "C561216 = 1\n",
      "C561217 = 1\n",
      "C561218 = 1\n",
      "C561219 = 1\n",
      "C561220 = 1\n",
      "C561221 = 1\n",
      "C561222 = 1\n",
      "C561223 = 1\n",
      "C561224 = 1\n",
      "C561225 = 1\n",
      "C561226 = 1\n",
      "C561227 = 1\n",
      "C561228 = 1\n",
      "C561229 = 1\n",
      "C561230 = 1\n",
      "C561231 = 1\n",
      "C561232 = 1\n",
      "C561233 = 1\n",
      "C561234 = 1\n",
      "C561235 = 1\n",
      "C561236 = 1\n",
      "C561237 = 1\n",
      "C561238 = 1\n",
      "C561239 = 1\n",
      "C561240 = 1\n",
      "C561241 = 1\n",
      "C561242 = 1\n",
      "C561243 = 1\n",
      "C561244 = 1\n",
      "C561245 = 1\n",
      "C561246 = 1\n",
      "C561247 = 1\n",
      "C561248 = 1\n",
      "C561249 = 1\n",
      "C561250 = 1\n",
      "C561251 = 1\n",
      "C561252 = 1\n",
      "C561253 = 1\n",
      "C561254 = 1\n",
      "C561255 = 1\n",
      "C561259 = 1\n",
      "C561260 = 1\n",
      "C561261 = 1\n",
      "C561262 = 1\n",
      "C561263 = 1\n",
      "C561264 = 1\n",
      "C561265 = 1\n",
      "C561266 = 1\n",
      "C561267 = 1\n",
      "C561268 = 1\n",
      "C561269 = 1\n",
      "C561270 = 1\n",
      "C561271 = 1\n",
      "C561272 = 1\n",
      "C561273 = 1\n",
      "C561274 = 1\n",
      "C561275 = 1\n",
      "C561276 = 1\n",
      "C561277 = 1\n",
      "C561278 = 1\n",
      "C561279 = 1\n",
      "C561280 = 1\n",
      "C561281 = 1\n",
      "C561282 = 1\n",
      "C561283 = 1\n",
      "C561284 = 1\n",
      "C561285 = 1\n",
      "C561286 = 1\n",
      "C561287 = 1\n",
      "C561288 = 1\n",
      "C561289 = 1\n",
      "C561290 = 1\n",
      "C561291 = 1\n",
      "C561292 = 1\n",
      "C561293 = 1\n",
      "C561294 = 1\n",
      "C561295 = 1\n",
      "C561296 = 1\n",
      "C561297 = 1\n",
      "C561298 = 1\n",
      "C561299 = 1\n",
      "C561300 = 1\n",
      "C561301 = 1\n",
      "C561302 = 1\n",
      "C561303 = 1\n",
      "C561304 = 1\n",
      "C561305 = 1\n",
      "C561306 = 1\n",
      "C561307 = 1\n",
      "C561308 = 1\n",
      "C561309 = 1\n",
      "C561310 = 1\n",
      "C561311 = 1\n",
      "C561312 = 1\n",
      "C561313 = 1\n",
      "C561314 = 1\n",
      "C561315 = 1\n",
      "C561316 = 1\n",
      "C561317 = 1\n",
      "C561318 = 1\n",
      "C561319 = 1\n",
      "C561320 = 1\n",
      "C561321 = 1\n",
      "C561322 = 1\n",
      "C561323 = 1\n",
      "C561324 = 1\n",
      "C561325 = 1\n",
      "C561326 = 1\n",
      "C561327 = 1\n",
      "C561328 = 1\n",
      "C561329 = 1\n",
      "C561330 = 1\n",
      "C561331 = 1\n",
      "C561332 = 1\n",
      "C561333 = 1\n",
      "C561334 = 1\n",
      "C561335 = 1\n",
      "C561336 = 1\n",
      "C561337 = 1\n",
      "C561338 = 1\n",
      "C561339 = 1\n",
      "C561340 = 1\n",
      "C561341 = 1\n",
      "C561342 = 1\n",
      "C561343 = 1\n",
      "C561344 = 1\n",
      "C561345 = 1\n",
      "C561346 = 1\n",
      "C561347 = 1\n",
      "C561348 = 1\n",
      "C561349 = 1\n",
      "C561350 = 1\n",
      "C561351 = 1\n",
      "C561360 = 1\n",
      "C561361 = 1\n",
      "C561362 = 1\n",
      "C561363 = 1\n",
      "C561364 = 1\n",
      "C561365 = 1\n",
      "C561369 = 1\n",
      "C561370 = 1\n",
      "C561373 = 1\n",
      "C561376 = 1\n",
      "C561377 = 1\n",
      "C561378 = 1\n",
      "C561379 = 1\n",
      "C561380 = 1\n",
      "C561381 = 1\n",
      "C561382 = 1\n",
      "C561383 = 1\n",
      "C561384 = 1\n",
      "C561385 = 1\n",
      "C561386 = 1\n",
      "C561387 = 1\n",
      "C561389 = 1\n",
      "C561390 = 1\n",
      "C561391 = 1\n",
      "C561392 = 1\n",
      "C561393 = 1\n",
      "C561394 = 1\n",
      "C561395 = 1\n",
      "C561396 = 1\n",
      "C561397 = 1\n",
      "C561398 = 1\n",
      "C561399 = 1\n",
      "C561400 = 1\n",
      "C561401 = 1\n",
      "C561402 = 1\n",
      "C561403 = 1\n",
      "C561404 = 1\n",
      "C561405 = 1\n",
      "C561406 = 1\n",
      "C561407 = 1\n",
      "C561408 = 1\n",
      "C561409 = 1\n",
      "C561410 = 1\n",
      "C561411 = 1\n",
      "C561412 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C561413 = 1\n",
      "C561414 = 1\n",
      "C561415 = 1\n",
      "C561416 = 1\n",
      "C561417 = 1\n",
      "C561418 = 1\n",
      "C561419 = 1\n",
      "C561420 = 1\n",
      "C561421 = 1\n",
      "C561422 = 1\n",
      "C561423 = 1\n",
      "C561424 = 1\n",
      "C561425 = 1\n",
      "C561426 = 1\n",
      "C561427 = 1\n",
      "C561428 = 1\n",
      "C561429 = 1\n",
      "C561430 = 1\n",
      "C561431 = 1\n",
      "C561432 = 1\n",
      "C561433 = 1\n",
      "C561434 = 1\n",
      "C561435 = 1\n",
      "C561436 = 1\n",
      "C561437 = 1\n",
      "C561438 = 1\n",
      "C561439 = 1\n",
      "C561440 = 1\n",
      "C561441 = 1\n",
      "C561442 = 1\n",
      "C561443 = 1\n",
      "C561444 = 1\n",
      "C561445 = 1\n",
      "C561446 = 1\n",
      "C561447 = 1\n",
      "C561448 = 1\n",
      "C561449 = 1\n",
      "C561450 = 1\n",
      "C561451 = 1\n",
      "C561452 = 1\n",
      "C561453 = 1\n",
      "C561454 = 1\n",
      "C561455 = 1\n",
      "C561456 = 1\n",
      "C561457 = 1\n",
      "C561458 = 1\n",
      "C561459 = 1\n",
      "C561460 = 1\n",
      "C561461 = 1\n",
      "C561462 = 1\n",
      "C561463 = 1\n",
      "C561464 = 1\n",
      "C561465 = 1\n",
      "C561466 = 1\n",
      "C561467 = 1\n",
      "C561468 = 1\n",
      "C561469 = 1\n",
      "C561470 = 1\n",
      "C561471 = 1\n",
      "C561472 = 1\n",
      "C561473 = 1\n",
      "C561474 = 1\n",
      "C561475 = 1\n",
      "C561476 = 1\n",
      "C561477 = 1\n",
      "C561478 = 1\n",
      "C561479 = 1\n",
      "C561480 = 1\n",
      "C561481 = 1\n",
      "C561482 = 1\n",
      "C561483 = 1\n",
      "C561484 = 1\n",
      "C561485 = 1\n",
      "C561486 = 1\n",
      "C561487 = 1\n",
      "C561488 = 1\n",
      "C561489 = 1\n",
      "C561490 = 1\n",
      "C561491 = 1\n",
      "C561492 = 1\n",
      "C561493 = 1\n",
      "C561494 = 1\n",
      "C561495 = 1\n",
      "C561496 = 1\n",
      "C561497 = 1\n",
      "C561498 = 1\n",
      "C561499 = 1\n",
      "C561500 = 1\n",
      "C561501 = 1\n",
      "C561502 = 1\n",
      "C561503 = 1\n",
      "C561504 = 1\n",
      "C561505 = 1\n",
      "C561506 = 1\n",
      "C561507 = 1\n",
      "C561508 = 1\n",
      "C561509 = 1\n",
      "C561510 = 1\n",
      "C561511 = 1\n",
      "C561512 = 1\n",
      "C561513 = 1\n",
      "C561514 = 1\n",
      "C561515 = 1\n",
      "C561516 = 1\n",
      "C561517 = 1\n",
      "C561518 = 1\n",
      "C561519 = 1\n",
      "C561520 = 1\n",
      "C561521 = 1\n",
      "C561522 = 1\n",
      "C561523 = 1\n",
      "C561524 = 1\n",
      "C561525 = 1\n",
      "C561526 = 1\n",
      "C561527 = 1\n",
      "C561528 = 1\n",
      "C561529 = 1\n",
      "C561530 = 1\n",
      "C561531 = 1\n",
      "C561532 = 1\n",
      "C561533 = 1\n",
      "C561534 = 1\n",
      "C561535 = 1\n",
      "C561536 = 1\n",
      "C561537 = 1\n",
      "C561538 = 1\n",
      "C561539 = 1\n",
      "C561540 = 1\n",
      "C561541 = 1\n",
      "C561542 = 1\n",
      "C561543 = 1\n",
      "C561544 = 1\n",
      "C561545 = 1\n",
      "C561546 = 1\n",
      "C561547 = 1\n",
      "C561548 = 1\n",
      "C561549 = 1\n",
      "C561550 = 1\n",
      "C561551 = 1\n",
      "C561552 = 1\n",
      "C561553 = 1\n",
      "C561554 = 1\n",
      "C561555 = 1\n",
      "C561556 = 1\n",
      "C561557 = 1\n",
      "C561558 = 1\n",
      "C561559 = 1\n",
      "C561560 = 1\n",
      "C561561 = 1\n",
      "C561562 = 1\n",
      "C561563 = 1\n",
      "C561564 = 1\n",
      "C561565 = 1\n",
      "C561566 = 1\n",
      "C561567 = 1\n",
      "C561568 = 1\n",
      "C561569 = 1\n",
      "C561570 = 1\n",
      "C561571 = 1\n",
      "C561572 = 1\n",
      "C561573 = 1\n",
      "C561574 = 1\n",
      "C561575 = 1\n",
      "C561576 = 1\n",
      "C561577 = 1\n",
      "C561578 = 1\n",
      "C561579 = 1\n",
      "C561580 = 1\n",
      "C561581 = 1\n",
      "C561582 = 1\n",
      "C561583 = 1\n",
      "C561584 = 1\n",
      "C561585 = 1\n",
      "C561586 = 1\n",
      "C561587 = 1\n",
      "C561588 = 1\n",
      "C561589 = 1\n",
      "C561590 = 1\n",
      "C561591 = 1\n",
      "C561592 = 1\n",
      "C561593 = 1\n",
      "C561594 = 1\n",
      "C561595 = 1\n",
      "C561596 = 1\n",
      "C561597 = 1\n",
      "C561598 = 1\n",
      "C561599 = 1\n",
      "C561600 = 1\n",
      "C561601 = 1\n",
      "C561602 = 1\n",
      "C561603 = 1\n",
      "C561604 = 1\n",
      "C561605 = 1\n",
      "C561606 = 1\n",
      "C561607 = 1\n",
      "C561608 = 1\n",
      "C561609 = 1\n",
      "C561610 = 1\n",
      "C561611 = 1\n",
      "C561612 = 1\n",
      "C561613 = 1\n",
      "C561614 = 1\n",
      "C561615 = 1\n",
      "C561616 = 1\n",
      "C561617 = 1\n",
      "C561618 = 1\n",
      "C561619 = 1\n",
      "C561620 = 1\n",
      "C561621 = 1\n",
      "C561622 = 1\n",
      "C561623 = 1\n",
      "C561624 = 1\n",
      "C561625 = 1\n",
      "C561626 = 1\n",
      "C561627 = 1\n",
      "C561628 = 1\n",
      "C561629 = 1\n",
      "C561630 = 1\n",
      "C561631 = 1\n",
      "C561632 = 1\n",
      "C561633 = 1\n",
      "C561634 = 1\n",
      "C561635 = 1\n",
      "C561636 = 1\n",
      "C561637 = 1\n",
      "C561638 = 1\n",
      "C561639 = 1\n",
      "C561640 = 1\n",
      "C561641 = 1\n",
      "C561642 = 1\n",
      "C561643 = 1\n",
      "C561644 = 1\n",
      "C561645 = 1\n",
      "C561646 = 1\n",
      "C561647 = 1\n",
      "C561648 = 1\n",
      "C561649 = 1\n",
      "C561650 = 1\n",
      "C561651 = 1\n",
      "C561652 = 1\n",
      "C561653 = 1\n",
      "C561654 = 1\n",
      "C561655 = 1\n",
      "C561656 = 1\n",
      "C561657 = 1\n",
      "C561658 = 1\n",
      "C561659 = 1\n",
      "C561660 = 1\n",
      "C561661 = 1\n",
      "C561662 = 1\n",
      "C561663 = 1\n",
      "C561664 = 1\n",
      "C561665 = 1\n",
      "C561666 = 1\n",
      "C561667 = 1\n",
      "C561668 = 1\n",
      "C561669 = 1\n",
      "C561670 = 1\n",
      "C561671 = 1\n",
      "C561672 = 1\n",
      "C561673 = 1\n",
      "C561674 = 1\n",
      "C561675 = 1\n",
      "C561676 = 1\n",
      "C561677 = 1\n",
      "C561678 = 1\n",
      "C561679 = 1\n",
      "C561680 = 1\n",
      "C561681 = 1\n",
      "C561682 = 1\n",
      "C561683 = 1\n",
      "C561684 = 1\n",
      "C561685 = 1\n",
      "C561686 = 1\n",
      "C561687 = 1\n",
      "C561689 = 1\n",
      "C561690 = 1\n",
      "C561691 = 1\n",
      "C561692 = 1\n",
      "C561693 = 1\n",
      "C561694 = 1\n",
      "C561695 = 1\n",
      "C561696 = 1\n",
      "C561697 = 1\n",
      "C561698 = 1\n",
      "C561699 = 1\n",
      "C561700 = 1\n",
      "C561701 = 1\n",
      "C561702 = 1\n",
      "C561703 = 1\n",
      "C561704 = 1\n",
      "C561705 = 1\n",
      "C561706 = 1\n",
      "C561707 = 1\n",
      "C561708 = 1\n",
      "C561709 = 1\n",
      "C561710 = 1\n",
      "C561711 = 1\n",
      "C561712 = 1\n",
      "C561713 = 1\n",
      "C561714 = 1\n",
      "C561715 = 1\n",
      "C561716 = 1\n",
      "C561717 = 1\n",
      "C561718 = 1\n",
      "C561719 = 1\n",
      "C561720 = 1\n",
      "C561721 = 1\n",
      "C561722 = 1\n",
      "C561723 = 1\n",
      "C561724 = 1\n",
      "C561725 = 1\n",
      "C561726 = 1\n",
      "C561727 = 1\n",
      "C561728 = 1\n",
      "C561729 = 1\n",
      "C561730 = 1\n",
      "C561731 = 1\n",
      "C561732 = 1\n",
      "C561733 = 1\n",
      "C561734 = 1\n",
      "C561735 = 1\n",
      "C561736 = 1\n",
      "C561737 = 1\n",
      "C561738 = 1\n",
      "C561739 = 1\n",
      "C561740 = 1\n",
      "C561741 = 1\n",
      "C561742 = 1\n",
      "C561743 = 1\n",
      "C561744 = 1\n",
      "C561745 = 1\n",
      "C561746 = 1\n",
      "C561747 = 1\n",
      "C561748 = 1\n",
      "C561749 = 1\n",
      "C561750 = 1\n",
      "C561751 = 1\n",
      "C561752 = 1\n",
      "C561753 = 1\n",
      "C561754 = 1\n",
      "C561755 = 1\n",
      "C561756 = 1\n",
      "C561757 = 1\n",
      "C561758 = 1\n",
      "C561759 = 1\n",
      "C561760 = 1\n",
      "C561761 = 1\n",
      "C561762 = 1\n",
      "C561763 = 1\n",
      "C561764 = 1\n",
      "C561765 = 1\n",
      "C561766 = 1\n",
      "C561767 = 1\n",
      "C561768 = 1\n",
      "C561769 = 1\n",
      "C561770 = 1\n",
      "C561771 = 1\n",
      "C561772 = 1\n",
      "C561773 = 1\n",
      "C561774 = 1\n",
      "C561775 = 1\n",
      "C561776 = 1\n",
      "C561777 = 1\n",
      "C561778 = 1\n",
      "C561779 = 1\n",
      "C561780 = 1\n",
      "C561781 = 1\n",
      "C561782 = 1\n",
      "C561783 = 1\n",
      "C561785 = 1\n",
      "C561786 = 1\n",
      "C561787 = 1\n",
      "C561788 = 1\n",
      "C561789 = 1\n",
      "C561790 = 1\n",
      "C561791 = 1\n",
      "C561792 = 1\n",
      "C561793 = 1\n",
      "C561794 = 1\n",
      "C561795 = 1\n",
      "C561796 = 1\n",
      "C561797 = 1\n",
      "C561798 = 1\n",
      "C561799 = 1\n",
      "C561800 = 1\n",
      "C561801 = 1\n",
      "C561802 = 1\n",
      "C561803 = 1\n",
      "C561804 = 1\n",
      "C561805 = 1\n",
      "C561806 = 1\n",
      "C561807 = 1\n",
      "C561808 = 1\n",
      "C561809 = 1\n",
      "C561810 = 1\n",
      "C561811 = 1\n",
      "C561812 = 1\n",
      "C561813 = 1\n",
      "C561814 = 1\n",
      "C561815 = 1\n",
      "C561816 = 1\n",
      "C561817 = 1\n",
      "C561818 = 1\n",
      "C561819 = 1\n",
      "C561820 = 1\n",
      "C561821 = 1\n",
      "C561822 = 1\n",
      "C561823 = 1\n",
      "C561824 = 1\n",
      "C561825 = 1\n",
      "C561826 = 1\n",
      "C561827 = 1\n",
      "C561828 = 1\n",
      "C561829 = 1\n",
      "C561830 = 1\n",
      "C561831 = 1\n",
      "C561832 = 1\n",
      "C561833 = 1\n",
      "C561834 = 1\n",
      "C561835 = 1\n",
      "C561836 = 1\n",
      "C561837 = 1\n",
      "C561838 = 1\n",
      "C561839 = 1\n",
      "C561840 = 1\n",
      "C561841 = 1\n",
      "C561842 = 1\n",
      "C561843 = 1\n",
      "C561844 = 1\n",
      "C561845 = 1\n",
      "C561846 = 1\n",
      "C561847 = 1\n",
      "C561848 = 1\n",
      "C561849 = 1\n",
      "C561850 = 1\n",
      "C561851 = 1\n",
      "C561852 = 1\n",
      "C561853 = 1\n",
      "C561854 = 1\n",
      "C561855 = 1\n",
      "C561856 = 1\n",
      "C561857 = 1\n",
      "C561858 = 1\n",
      "C561859 = 1\n",
      "C561860 = 1\n",
      "C561861 = 1\n",
      "C561862 = 1\n",
      "C561863 = 1\n",
      "C561864 = 1\n",
      "C561865 = 1\n",
      "C561866 = 1\n",
      "C561867 = 1\n",
      "C561868 = 1\n",
      "C561869 = 1\n",
      "C561870 = 1\n",
      "C561871 = 1\n",
      "C561872 = 1\n",
      "C561873 = 1\n",
      "C561874 = 1\n",
      "C561875 = 1\n",
      "C561876 = 1\n",
      "C561877 = 1\n",
      "C561878 = 1\n",
      "C561879 = 1\n",
      "C561880 = 1\n",
      "C561881 = 1\n",
      "C561882 = 1\n",
      "C561883 = 1\n",
      "C561884 = 1\n",
      "C561885 = 1\n",
      "C561886 = 1\n",
      "C561887 = 1\n",
      "C561888 = 1\n",
      "C561889 = 1\n",
      "C561890 = 1\n",
      "C561891 = 1\n",
      "C561892 = 1\n",
      "C561893 = 1\n",
      "C561894 = 1\n",
      "C561895 = 1\n",
      "C561896 = 1\n",
      "C561897 = 1\n",
      "C561898 = 1\n",
      "C561899 = 1\n",
      "C561900 = 1\n",
      "C561901 = 1\n",
      "C561902 = 1\n",
      "C561903 = 1\n",
      "C561904 = 1\n",
      "C561905 = 1\n",
      "C561906 = 1\n",
      "C561907 = 1\n",
      "C561908 = 1\n",
      "C561909 = 1\n",
      "C561910 = 1\n",
      "C561911 = 1\n",
      "C561912 = 1\n",
      "C561913 = 1\n",
      "C561914 = 1\n",
      "C561915 = 1\n",
      "C561916 = 1\n",
      "C561917 = 1\n",
      "C561918 = 1\n",
      "C561919 = 1\n",
      "C561920 = 1\n",
      "C561921 = 1\n",
      "C561922 = 1\n",
      "C561923 = 1\n",
      "C561924 = 1\n",
      "C561925 = 1\n",
      "C561926 = 1\n",
      "C561927 = 1\n",
      "C561931 = 1\n",
      "C561932 = 1\n",
      "C561934 = 1\n",
      "C561935 = 1\n",
      "C561936 = 1\n",
      "C561937 = 1\n",
      "C561938 = 1\n",
      "C561939 = 1\n",
      "C561940 = 1\n",
      "C561941 = 1\n",
      "C561942 = 1\n",
      "C561943 = 1\n",
      "C561944 = 1\n",
      "C561945 = 1\n",
      "C561946 = 1\n",
      "C561947 = 1\n",
      "C561948 = 1\n",
      "C561949 = 1\n",
      "C561950 = 1\n",
      "C561951 = 1\n",
      "C561952 = 1\n",
      "C561953 = 1\n",
      "C561954 = 1\n",
      "C561955 = 1\n",
      "C561956 = 1\n",
      "C561957 = 1\n",
      "C561958 = 1\n",
      "C561959 = 1\n",
      "C561960 = 1\n",
      "C561961 = 1\n",
      "C561962 = 1\n",
      "C561963 = 1\n",
      "C561964 = 1\n",
      "C561965 = 1\n",
      "C561966 = 1\n",
      "C561967 = 1\n",
      "C561968 = 1\n",
      "C561969 = 1\n",
      "C561970 = 1\n",
      "C561971 = 1\n",
      "C561972 = 1\n",
      "C561973 = 1\n",
      "C561974 = 1\n",
      "C561975 = 1\n",
      "C561976 = 1\n",
      "C561977 = 1\n",
      "C561978 = 1\n",
      "C561979 = 1\n",
      "C561980 = 1\n",
      "C561981 = 1\n",
      "C561982 = 1\n",
      "C561983 = 1\n",
      "C561984 = 1\n",
      "C561985 = 1\n",
      "C561986 = 1\n",
      "C561987 = 1\n",
      "C561988 = 1\n",
      "C561989 = 1\n",
      "C561990 = 1\n",
      "C561991 = 1\n",
      "C561992 = 1\n",
      "C561993 = 1\n",
      "C561994 = 1\n",
      "C561995 = 1\n",
      "C561996 = 1\n",
      "C561997 = 1\n",
      "C561998 = 1\n",
      "C561999 = 1\n",
      "C562000 = 1\n",
      "C562001 = 1\n",
      "C562002 = 1\n",
      "C562003 = 1\n",
      "C562004 = 1\n",
      "C562005 = 1\n",
      "C562006 = 1\n",
      "C562007 = 1\n",
      "C562008 = 1\n",
      "C562009 = 1\n",
      "C562010 = 1\n",
      "C562011 = 1\n",
      "C562012 = 1\n",
      "C562013 = 1\n",
      "C562014 = 1\n",
      "C562015 = 1\n",
      "C562016 = 1\n",
      "C562017 = 1\n",
      "C562018 = 1\n",
      "C562019 = 1\n",
      "C562020 = 1\n",
      "C562021 = 1\n",
      "C562022 = 1\n",
      "C562023 = 1\n",
      "C562025 = 1\n",
      "C562026 = 1\n",
      "C562027 = 1\n",
      "C562028 = 1\n",
      "C562029 = 1\n",
      "C562030 = 1\n",
      "C562031 = 1\n",
      "C562032 = 1\n",
      "C562033 = 1\n",
      "C562034 = 1\n",
      "C562035 = 1\n",
      "C562036 = 1\n",
      "C562037 = 1\n",
      "C562038 = 1\n",
      "C562039 = 1\n",
      "C562040 = 1\n",
      "C562041 = 1\n",
      "C562042 = 1\n",
      "C562043 = 1\n",
      "C562044 = 1\n",
      "C562045 = 1\n",
      "C562046 = 1\n",
      "C562047 = 1\n",
      "C562048 = 1\n",
      "C562049 = 1\n",
      "C562050 = 1\n",
      "C562051 = 1\n",
      "C562052 = 1\n",
      "C562053 = 1\n",
      "C562054 = 1\n",
      "C562055 = 1\n",
      "C562056 = 1\n",
      "C562057 = 1\n",
      "C562058 = 1\n",
      "C562059 = 1\n",
      "C562060 = 1\n",
      "C562061 = 1\n",
      "C562062 = 1\n",
      "C562063 = 1\n",
      "C562064 = 1\n",
      "C562065 = 1\n",
      "C562066 = 1\n",
      "C562067 = 1\n",
      "C562068 = 1\n",
      "C562069 = 1\n",
      "C562070 = 1\n",
      "C562071 = 1\n",
      "C562072 = 1\n",
      "C562073 = 1\n",
      "C562074 = 1\n",
      "C562075 = 1\n",
      "C562076 = 1\n",
      "C562077 = 1\n",
      "C562078 = 1\n",
      "C562079 = 1\n",
      "C562080 = 1\n",
      "C562081 = 1\n",
      "C562085 = 1\n",
      "C562086 = 1\n",
      "C562090 = 1\n",
      "C562091 = 1\n",
      "C562093 = 1\n",
      "C562095 = 1\n",
      "C562096 = 1\n",
      "C562097 = 1\n",
      "C562099 = 1\n",
      "C562100 = 1\n",
      "C562101 = 1\n",
      "C562102 = 1\n",
      "C562103 = 1\n",
      "C562104 = 1\n",
      "C562105 = 1\n",
      "C562106 = 1\n",
      "C562107 = 1\n",
      "C562108 = 1\n",
      "C562109 = 1\n",
      "C562110 = 1\n",
      "C562111 = 1\n",
      "C562112 = 1\n",
      "C562113 = 1\n",
      "C562114 = 1\n",
      "C562116 = 1\n",
      "C562117 = 1\n",
      "C562118 = 1\n",
      "C562119 = 1\n",
      "C562120 = 1\n",
      "C562121 = 1\n",
      "C562122 = 1\n",
      "C562123 = 1\n",
      "C562124 = 1\n",
      "C562125 = 1\n",
      "C562126 = 1\n",
      "C562127 = 1\n",
      "C562128 = 1\n",
      "C562129 = 1\n",
      "C562130 = 1\n",
      "C562131 = 1\n",
      "C562132 = 1\n",
      "C562133 = 1\n",
      "C562134 = 1\n",
      "C562135 = 1\n",
      "C562136 = 1\n",
      "C562137 = 1\n",
      "C562138 = 1\n",
      "C562139 = 1\n",
      "C562140 = 1\n",
      "C562141 = 1\n",
      "C562142 = 1\n",
      "C562143 = 1\n",
      "C562144 = 1\n",
      "C562145 = 1\n",
      "C562146 = 1\n",
      "C562147 = 1\n",
      "C562148 = 1\n",
      "C562149 = 1\n",
      "C562150 = 1\n",
      "C562151 = 1\n",
      "C562152 = 1\n",
      "C562153 = 1\n",
      "C562154 = 1\n",
      "C562155 = 1\n",
      "C562156 = 1\n",
      "C562157 = 1\n",
      "C562158 = 1\n",
      "C562159 = 1\n",
      "C562160 = 1\n",
      "C562161 = 1\n",
      "C562162 = 1\n",
      "C562163 = 1\n",
      "C562164 = 1\n",
      "C562165 = 1\n",
      "C562166 = 1\n",
      "C562167 = 1\n",
      "C562168 = 1\n",
      "C562169 = 1\n",
      "C562170 = 1\n",
      "C562171 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C562172 = 1\n",
      "C562173 = 1\n",
      "C562174 = 1\n",
      "C562175 = 1\n",
      "C562176 = 1\n",
      "C562177 = 1\n",
      "C562178 = 1\n",
      "C562179 = 1\n",
      "C562180 = 1\n",
      "C562181 = 1\n",
      "C562182 = 1\n",
      "C562183 = 1\n",
      "C562184 = 1\n",
      "C562185 = 1\n",
      "C562186 = 1\n",
      "C562187 = 1\n",
      "C562188 = 1\n",
      "C562189 = 1\n",
      "C562190 = 1\n",
      "C562191 = 1\n",
      "C562192 = 1\n",
      "C562193 = 1\n",
      "C562194 = 1\n",
      "C562195 = 1\n",
      "C562196 = 1\n",
      "C562197 = 1\n",
      "C562198 = 1\n",
      "C562199 = 1\n",
      "C562200 = 1\n",
      "C562201 = 1\n",
      "C562202 = 1\n",
      "C562203 = 1\n",
      "C562204 = 1\n",
      "C562205 = 1\n",
      "C562206 = 1\n",
      "C562207 = 1\n",
      "C562208 = 1\n",
      "C562209 = 1\n",
      "C562210 = 1\n",
      "C562211 = 1\n",
      "C562212 = 1\n",
      "C562213 = 1\n",
      "C562214 = 1\n",
      "C562215 = 1\n",
      "C562217 = 1\n",
      "C562218 = 1\n",
      "C562219 = 1\n",
      "C562220 = 1\n",
      "C562221 = 1\n",
      "C562222 = 1\n",
      "C562223 = 1\n",
      "C562224 = 1\n",
      "C562225 = 1\n",
      "C562226 = 1\n",
      "C562227 = 1\n",
      "C562228 = 1\n",
      "C562229 = 1\n",
      "C562230 = 1\n",
      "C562231 = 1\n",
      "C562232 = 1\n",
      "C562233 = 1\n",
      "C562234 = 1\n",
      "C562235 = 1\n",
      "C562236 = 1\n",
      "C562237 = 1\n",
      "C562238 = 1\n",
      "C562239 = 1\n",
      "C562240 = 1\n",
      "C562241 = 1\n",
      "C562242 = 1\n",
      "C562243 = 1\n",
      "C562244 = 1\n",
      "C562245 = 1\n",
      "C562246 = 1\n",
      "C562247 = 1\n",
      "C562248 = 1\n",
      "C562249 = 1\n",
      "C562250 = 1\n",
      "C562251 = 1\n",
      "C562252 = 1\n",
      "C562253 = 1\n",
      "C562254 = 1\n",
      "C562255 = 1\n",
      "C562256 = 1\n",
      "C562257 = 1\n",
      "C562258 = 1\n",
      "C562259 = 1\n",
      "C562260 = 1\n",
      "C562261 = 1\n",
      "C562262 = 1\n",
      "C562263 = 1\n",
      "C562266 = 1\n",
      "C562267 = 1\n",
      "C562268 = 1\n",
      "C562269 = 1\n",
      "C562270 = 1\n",
      "C562271 = 1\n",
      "C562272 = 1\n",
      "C562273 = 1\n",
      "C562274 = 1\n",
      "C562275 = 1\n",
      "C562276 = 1\n",
      "C562277 = 1\n",
      "C562278 = 1\n",
      "C562279 = 1\n",
      "C562280 = 1\n",
      "C562281 = 1\n",
      "C562282 = 1\n",
      "C562283 = 1\n",
      "C562284 = 1\n",
      "C562285 = 1\n",
      "C562286 = 1\n",
      "C562287 = 1\n",
      "C562288 = 1\n",
      "C562289 = 1\n",
      "C562290 = 1\n",
      "C562291 = 1\n",
      "C562292 = 1\n",
      "C562293 = 1\n",
      "C562294 = 1\n",
      "C562295 = 1\n",
      "C562296 = 1\n",
      "C562297 = 1\n",
      "C562298 = 1\n",
      "C562299 = 1\n",
      "C562300 = 1\n",
      "C562301 = 1\n",
      "C562302 = 1\n",
      "C562303 = 1\n",
      "C562304 = 1\n",
      "C562305 = 1\n",
      "C562306 = 1\n",
      "C562307 = 1\n",
      "C562308 = 1\n",
      "C562309 = 1\n",
      "C562310 = 1\n",
      "C562311 = 1\n",
      "C562313 = 1\n",
      "C562314 = 1\n",
      "C562315 = 1\n",
      "C562316 = 1\n",
      "C562317 = 1\n",
      "C562318 = 1\n",
      "C562319 = 1\n",
      "C562320 = 1\n",
      "C562321 = 1\n",
      "C562322 = 1\n",
      "C562323 = 1\n",
      "C562324 = 1\n",
      "C562325 = 1\n",
      "C562326 = 1\n",
      "C562327 = 1\n",
      "C562328 = 1\n",
      "C562329 = 1\n",
      "C562330 = 1\n",
      "C562331 = 1\n",
      "C562332 = 1\n",
      "C562333 = 1\n",
      "C562334 = 1\n",
      "C562335 = 1\n",
      "C562336 = 1\n",
      "C562337 = 1\n",
      "C562338 = 1\n",
      "C562339 = 1\n",
      "C562340 = 1\n",
      "C562341 = 1\n",
      "C562342 = 1\n",
      "C562343 = 1\n",
      "C562344 = 1\n",
      "C562345 = 1\n",
      "C562346 = 1\n",
      "C562347 = 1\n",
      "C562348 = 1\n",
      "C562349 = 1\n",
      "C562350 = 1\n",
      "C562351 = 1\n",
      "C562352 = 1\n",
      "C562353 = 1\n",
      "C562354 = 1\n",
      "C562355 = 1\n",
      "C562356 = 1\n",
      "C562357 = 1\n",
      "C562358 = 1\n",
      "C562359 = 1\n",
      "C562360 = 1\n",
      "C562361 = 1\n",
      "C562363 = 1\n",
      "C562364 = 1\n",
      "C562365 = 1\n",
      "C562366 = 1\n",
      "C562367 = 1\n",
      "C562368 = 1\n",
      "C562369 = 1\n",
      "C562370 = 1\n",
      "C562371 = 1\n",
      "C562372 = 1\n",
      "C562373 = 1\n",
      "C562374 = 1\n",
      "C562375 = 1\n",
      "C562376 = 1\n",
      "C562377 = 1\n",
      "C562378 = 1\n",
      "C562379 = 1\n",
      "C562380 = 1\n",
      "C562381 = 1\n",
      "C562382 = 1\n",
      "C562383 = 1\n",
      "C562384 = 1\n",
      "C562385 = 1\n",
      "C562386 = 1\n",
      "C562387 = 1\n",
      "C562388 = 1\n",
      "C562389 = 1\n",
      "C562390 = 1\n",
      "C562391 = 1\n",
      "C562392 = 1\n",
      "C562393 = 1\n",
      "C562394 = 1\n",
      "C562395 = 1\n",
      "C562396 = 1\n",
      "C562397 = 1\n",
      "C562398 = 1\n",
      "C562399 = 1\n",
      "C562400 = 1\n",
      "C562401 = 1\n",
      "C562402 = 1\n",
      "C562403 = 1\n",
      "C562404 = 1\n",
      "C562405 = 1\n",
      "C562406 = 1\n",
      "C562407 = 1\n",
      "C562409 = 1\n",
      "C562410 = 1\n",
      "C562411 = 1\n",
      "C562412 = 1\n",
      "C562413 = 1\n",
      "C562414 = 1\n",
      "C562415 = 1\n",
      "C562416 = 1\n",
      "C562417 = 1\n",
      "C562418 = 1\n",
      "C562419 = 1\n",
      "C562420 = 1\n",
      "C562421 = 1\n",
      "C562422 = 1\n",
      "C562423 = 1\n",
      "C562424 = 1\n",
      "C562425 = 1\n",
      "C562426 = 1\n",
      "C562427 = 1\n",
      "C562428 = 1\n",
      "C562429 = 1\n",
      "C562430 = 1\n",
      "C562431 = 1\n",
      "C562432 = 1\n",
      "C562433 = 1\n",
      "C562434 = 1\n",
      "C562435 = 1\n",
      "C562436 = 1\n",
      "C562437 = 1\n",
      "C562438 = 1\n",
      "C562439 = 1\n",
      "C562440 = 1\n",
      "C562441 = 1\n",
      "C562442 = 1\n",
      "C562443 = 1\n",
      "C562444 = 1\n",
      "C562445 = 1\n",
      "C562446 = 1\n",
      "C562447 = 1\n",
      "C562448 = 1\n",
      "C562449 = 1\n",
      "C562450 = 1\n",
      "C562451 = 1\n",
      "C562452 = 1\n",
      "C562453 = 1\n",
      "C562454 = 1\n",
      "C562455 = 1\n",
      "C562458 = 0\n",
      "C562463 = 1\n",
      "C562464 = 1\n",
      "C562465 = 1\n",
      "C562466 = 1\n",
      "C562467 = 1\n",
      "C562468 = 1\n",
      "C562469 = 1\n",
      "C562471 = 1\n",
      "C562474 = 1\n",
      "C562475 = 1\n",
      "C562477 = 1\n",
      "C562480 = 1\n",
      "C562481 = 1\n",
      "C562482 = 1\n",
      "C562483 = 1\n",
      "C562484 = 1\n",
      "C562485 = 1\n",
      "C562486 = 1\n",
      "C562487 = 1\n",
      "C562488 = 1\n",
      "C562489 = 1\n",
      "C562490 = 1\n",
      "C562491 = 1\n",
      "C562492 = 1\n",
      "C562493 = 1\n",
      "C562494 = 1\n",
      "C562495 = 1\n",
      "C562496 = 1\n",
      "C562498 = 1\n",
      "C562499 = 1\n",
      "C562500 = 1\n",
      "C562501 = 1\n",
      "C562502 = 1\n",
      "C562503 = 1\n",
      "C562505 = 1\n",
      "C562506 = 1\n",
      "C562507 = 1\n",
      "C562508 = 1\n",
      "C562509 = 1\n",
      "C562510 = 1\n",
      "C562511 = 1\n",
      "C562512 = 1\n",
      "C562513 = 1\n",
      "C562514 = 1\n",
      "C562515 = 1\n",
      "C562516 = 1\n",
      "C562517 = 1\n",
      "C562518 = 1\n",
      "C562519 = 1\n",
      "C562520 = 1\n",
      "C562521 = 1\n",
      "C562522 = 1\n",
      "C562523 = 1\n",
      "C562524 = 1\n",
      "C562525 = 1\n",
      "C562526 = 1\n",
      "C562527 = 1\n",
      "C562528 = 1\n",
      "C562529 = 1\n",
      "C562530 = 1\n",
      "C562531 = 1\n",
      "C562532 = 1\n",
      "C562533 = 1\n",
      "C562534 = 1\n",
      "C562535 = 1\n",
      "C562536 = 1\n",
      "C562537 = 1\n",
      "C562538 = 1\n",
      "C562539 = 1\n",
      "C562540 = 1\n",
      "C562541 = 1\n",
      "C562542 = 1\n",
      "C562543 = 1\n",
      "C562544 = 1\n",
      "C562545 = 1\n",
      "C562546 = 1\n",
      "C562547 = 1\n",
      "C562548 = 1\n",
      "C562549 = 1\n",
      "C562550 = 1\n",
      "C562551 = 1\n",
      "C562553 = 1\n",
      "C562554 = 1\n",
      "C562555 = 1\n",
      "C562556 = 1\n",
      "C562557 = 1\n",
      "C562558 = 1\n",
      "C562559 = 1\n",
      "C562560 = 1\n",
      "C562561 = 1\n",
      "C562562 = 1\n",
      "C562563 = 1\n",
      "C562564 = 1\n",
      "C562565 = 1\n",
      "C562566 = 1\n",
      "C562567 = 1\n",
      "C562568 = 1\n",
      "C562569 = 1\n",
      "C562570 = 1\n",
      "C562571 = 1\n",
      "C562572 = 1\n",
      "C562573 = 1\n",
      "C562574 = 1\n",
      "C562575 = 1\n",
      "C562576 = 1\n",
      "C562577 = 1\n",
      "C562578 = 1\n",
      "C562579 = 1\n",
      "C562580 = 1\n",
      "C562581 = 1\n",
      "C562582 = 1\n",
      "C562583 = 1\n",
      "C562584 = 1\n",
      "C562585 = 1\n",
      "C562586 = 1\n",
      "C562587 = 1\n",
      "C562588 = 1\n",
      "C562589 = 1\n",
      "C562590 = 1\n",
      "C562591 = 1\n",
      "C562592 = 1\n",
      "C562593 = 1\n",
      "C562594 = 1\n",
      "C562595 = 1\n",
      "C562596 = 1\n",
      "C562597 = 1\n",
      "C562598 = 1\n",
      "C562599 = 1\n",
      "C562601 = 1\n",
      "C562602 = 1\n",
      "C562603 = 1\n",
      "C562604 = 1\n",
      "C562605 = 1\n",
      "C562606 = 1\n",
      "C562607 = 1\n",
      "C562608 = 1\n",
      "C562609 = 1\n",
      "C562610 = 1\n",
      "C562611 = 1\n",
      "C562612 = 1\n",
      "C562613 = 1\n",
      "C562614 = 1\n",
      "C562615 = 1\n",
      "C562616 = 1\n",
      "C562617 = 1\n",
      "C562618 = 1\n",
      "C562619 = 1\n",
      "C562620 = 1\n",
      "C562621 = 1\n",
      "C562622 = 1\n",
      "C562623 = 1\n",
      "C562624 = 1\n",
      "C562625 = 1\n",
      "C562626 = 1\n",
      "C562627 = 1\n",
      "C562628 = 1\n",
      "C562629 = 1\n",
      "C562630 = 1\n",
      "C562631 = 1\n",
      "C562632 = 1\n",
      "C562633 = 1\n",
      "C562634 = 1\n",
      "C562635 = 1\n",
      "C562636 = 1\n",
      "C562637 = 1\n",
      "C562638 = 1\n",
      "C562639 = 1\n",
      "C562640 = 1\n",
      "C562641 = 1\n",
      "C562642 = 1\n",
      "C562643 = 1\n",
      "C562644 = 1\n",
      "C562645 = 1\n",
      "C562646 = 1\n",
      "C562647 = 1\n",
      "C562650 = 0\n",
      "C562656 = 1\n",
      "C562657 = 1\n",
      "C562658 = 1\n",
      "C562659 = 1\n",
      "C562660 = 1\n",
      "C562661 = 1\n",
      "C562662 = 1\n",
      "C562663 = 1\n",
      "C562664 = 1\n",
      "C562665 = 1\n",
      "C562666 = 1\n",
      "C562667 = 1\n",
      "C562668 = 1\n",
      "C562669 = 1\n",
      "C562670 = 1\n",
      "C562671 = 1\n",
      "C562672 = 1\n",
      "C562673 = 1\n",
      "C562674 = 1\n",
      "C562675 = 1\n",
      "C562676 = 1\n",
      "C562677 = 1\n",
      "C562678 = 1\n",
      "C562679 = 1\n",
      "C562680 = 1\n",
      "C562681 = 1\n",
      "C562682 = 1\n",
      "C562683 = 1\n",
      "C562684 = 1\n",
      "C562685 = 1\n",
      "C562686 = 1\n",
      "C562687 = 1\n",
      "C562688 = 1\n",
      "C562689 = 1\n",
      "C562690 = 1\n",
      "C562691 = 1\n",
      "C562692 = 1\n",
      "C562693 = 1\n",
      "C562694 = 1\n",
      "C562695 = 1\n",
      "C562697 = 1\n",
      "C562698 = 1\n",
      "C562699 = 1\n",
      "C562700 = 1\n",
      "C562701 = 1\n",
      "C562702 = 1\n",
      "C562703 = 1\n",
      "C562704 = 1\n",
      "C562705 = 1\n",
      "C562706 = 1\n",
      "C562707 = 1\n",
      "C562708 = 1\n",
      "C562709 = 1\n",
      "C562710 = 1\n",
      "C562711 = 1\n",
      "C562712 = 1\n",
      "C562713 = 1\n",
      "C562714 = 1\n",
      "C562715 = 1\n",
      "C562716 = 1\n",
      "C562717 = 1\n",
      "C562718 = 1\n",
      "C562719 = 1\n",
      "C562720 = 1\n",
      "C562721 = 1\n",
      "C562722 = 1\n",
      "C562723 = 1\n",
      "C562724 = 1\n",
      "C562725 = 1\n",
      "C562726 = 1\n",
      "C562727 = 1\n",
      "C562728 = 1\n",
      "C562729 = 1\n",
      "C562730 = 1\n",
      "C562731 = 1\n",
      "C562732 = 1\n",
      "C562733 = 1\n",
      "C562734 = 1\n",
      "C562735 = 1\n",
      "C562736 = 1\n",
      "C562737 = 1\n",
      "C562738 = 1\n",
      "C562739 = 1\n",
      "C562740 = 1\n",
      "C562741 = 1\n",
      "C562742 = 1\n",
      "C562743 = 1\n",
      "C562746 = 1\n",
      "C562747 = 1\n",
      "C562748 = 1\n",
      "C562749 = 1\n",
      "C562750 = 1\n",
      "C562751 = 1\n",
      "C562752 = 1\n",
      "C562753 = 1\n",
      "C562754 = 1\n",
      "C562755 = 1\n",
      "C562756 = 1\n",
      "C562757 = 1\n",
      "C562758 = 1\n",
      "C562759 = 1\n",
      "C562760 = 1\n",
      "C562761 = 1\n",
      "C562762 = 1\n",
      "C562763 = 1\n",
      "C562764 = 1\n",
      "C562765 = 1\n",
      "C562766 = 1\n",
      "C562767 = 1\n",
      "C562768 = 1\n",
      "C562769 = 1\n",
      "C562770 = 1\n",
      "C562771 = 1\n",
      "C562772 = 1\n",
      "C562773 = 1\n",
      "C562774 = 1\n",
      "C562775 = 1\n",
      "C562776 = 1\n",
      "C562777 = 1\n",
      "C562778 = 1\n",
      "C562779 = 1\n",
      "C562780 = 1\n",
      "C562781 = 1\n",
      "C562782 = 1\n",
      "C562783 = 1\n",
      "C562784 = 1\n",
      "C562785 = 1\n",
      "C562786 = 1\n",
      "C562787 = 1\n",
      "C562788 = 1\n",
      "C562789 = 1\n",
      "C562790 = 1\n",
      "C562791 = 1\n",
      "C562794 = 0\n",
      "C562796 = 1\n",
      "C562797 = 1\n",
      "C562798 = 1\n",
      "C562799 = 1\n",
      "C562800 = 1\n",
      "C562801 = 1\n",
      "C562804 = 1\n",
      "C562806 = 1\n",
      "C562807 = 1\n",
      "C562809 = 1\n",
      "C562811 = 1\n",
      "C562812 = 1\n",
      "C562813 = 1\n",
      "C562814 = 1\n",
      "C562815 = 1\n",
      "C562816 = 1\n",
      "C562817 = 1\n",
      "C562818 = 1\n",
      "C562819 = 1\n",
      "C562820 = 1\n",
      "C562822 = 1\n",
      "C562823 = 1\n",
      "C562824 = 1\n",
      "C562825 = 1\n",
      "C562826 = 1\n",
      "C562827 = 1\n",
      "C562828 = 1\n",
      "C562829 = 1\n",
      "C562830 = 1\n",
      "C562831 = 1\n",
      "C562832 = 1\n",
      "C562833 = 1\n",
      "C562834 = 1\n",
      "C562835 = 1\n",
      "C562836 = 1\n",
      "C562837 = 1\n",
      "C562838 = 1\n",
      "C562839 = 1\n",
      "C562841 = 1\n",
      "C562842 = 1\n",
      "C562843 = 1\n",
      "C562844 = 1\n",
      "C562845 = 1\n",
      "C562846 = 1\n",
      "C562847 = 1\n",
      "C562848 = 1\n",
      "C562849 = 1\n",
      "C562850 = 1\n",
      "C562851 = 1\n",
      "C562852 = 1\n",
      "C562853 = 1\n",
      "C562854 = 1\n",
      "C562855 = 1\n",
      "C562856 = 1\n",
      "C562857 = 1\n",
      "C562858 = 1\n",
      "C562859 = 1\n",
      "C562860 = 1\n",
      "C562861 = 1\n",
      "C562862 = 1\n",
      "C562863 = 1\n",
      "C562864 = 1\n",
      "C562865 = 1\n",
      "C562866 = 1\n",
      "C562867 = 1\n",
      "C562868 = 1\n",
      "C562869 = 1\n",
      "C562870 = 1\n",
      "C562871 = 1\n",
      "C562872 = 1\n",
      "C562873 = 1\n",
      "C562874 = 1\n",
      "C562875 = 1\n",
      "C562876 = 1\n",
      "C562877 = 1\n",
      "C562878 = 1\n",
      "C562879 = 1\n",
      "C562880 = 1\n",
      "C562881 = 1\n",
      "C562882 = 1\n",
      "C562883 = 1\n",
      "C562884 = 1\n",
      "C562885 = 1\n",
      "C562886 = 1\n",
      "C562887 = 1\n",
      "C562889 = 1\n",
      "C562890 = 1\n",
      "C562891 = 1\n",
      "C562892 = 1\n",
      "C562893 = 1\n",
      "C562894 = 1\n",
      "C562895 = 1\n",
      "C562896 = 1\n",
      "C562897 = 1\n",
      "C562898 = 1\n",
      "C562899 = 1\n",
      "C562900 = 1\n",
      "C562901 = 1\n",
      "C562902 = 1\n",
      "C562903 = 1\n",
      "C562904 = 1\n",
      "C562905 = 1\n",
      "C562906 = 1\n",
      "C562907 = 1\n",
      "C562908 = 1\n",
      "C562909 = 1\n",
      "C562910 = 1\n",
      "C562911 = 1\n",
      "C562912 = 1\n",
      "C562913 = 1\n",
      "C562914 = 1\n",
      "C562915 = 1\n",
      "C562916 = 1\n",
      "C562917 = 1\n",
      "C562918 = 1\n",
      "C562919 = 1\n",
      "C562920 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C562921 = 1\n",
      "C562922 = 1\n",
      "C562923 = 1\n",
      "C562924 = 1\n",
      "C562925 = 1\n",
      "C562926 = 1\n",
      "C562927 = 1\n",
      "C562928 = 1\n",
      "C562929 = 1\n",
      "C562930 = 1\n",
      "C562931 = 1\n",
      "C562932 = 1\n",
      "C562933 = 1\n",
      "C562934 = 1\n",
      "C562935 = 1\n",
      "C562937 = 1\n",
      "C562938 = 1\n",
      "C562939 = 1\n",
      "C562940 = 1\n",
      "C562941 = 1\n",
      "C562942 = 1\n",
      "C562943 = 1\n",
      "C562944 = 1\n",
      "C562945 = 1\n",
      "C562946 = 1\n",
      "C562947 = 1\n",
      "C562948 = 1\n",
      "C562949 = 1\n",
      "C562950 = 1\n",
      "C562951 = 1\n",
      "C562952 = 1\n",
      "C562953 = 1\n",
      "C562954 = 1\n",
      "C562955 = 1\n",
      "C562956 = 1\n",
      "C562957 = 1\n",
      "C562958 = 1\n",
      "C562959 = 1\n",
      "C562960 = 1\n",
      "C562961 = 1\n",
      "C562962 = 1\n",
      "C562963 = 1\n",
      "C562964 = 1\n",
      "C562965 = 1\n",
      "C562966 = 1\n",
      "C562967 = 1\n",
      "C562968 = 1\n",
      "C562969 = 1\n",
      "C562970 = 1\n",
      "C562971 = 1\n",
      "C562972 = 1\n",
      "C562973 = 1\n",
      "C562974 = 1\n",
      "C562975 = 1\n",
      "C562976 = 1\n",
      "C562977 = 1\n",
      "C562978 = 1\n",
      "C562979 = 1\n",
      "C562980 = 1\n",
      "C562981 = 1\n",
      "C562982 = 1\n",
      "C562983 = 1\n",
      "C562986 = 1\n",
      "C562987 = 1\n",
      "C562988 = 1\n",
      "C562989 = 1\n",
      "C562990 = 1\n",
      "C562991 = 1\n",
      "C562992 = 1\n",
      "C562993 = 1\n",
      "C562994 = 1\n",
      "C562995 = 1\n",
      "C562996 = 1\n",
      "C562997 = 1\n",
      "C562998 = 1\n",
      "C562999 = 1\n",
      "C563000 = 1\n",
      "C563001 = 1\n",
      "C563002 = 1\n",
      "C563003 = 1\n",
      "C563004 = 1\n",
      "C563005 = 1\n",
      "C563006 = 1\n",
      "C563007 = 1\n",
      "C563008 = 1\n",
      "C563009 = 1\n",
      "C563010 = 1\n",
      "C563011 = 1\n",
      "C563012 = 1\n",
      "C563013 = 1\n",
      "C563014 = 1\n",
      "C563015 = 1\n",
      "C563016 = 1\n",
      "C563017 = 1\n",
      "C563018 = 1\n",
      "C563019 = 1\n",
      "C563020 = 1\n",
      "C563021 = 1\n",
      "C563022 = 1\n",
      "C563023 = 1\n",
      "C563024 = 1\n",
      "C563025 = 1\n",
      "C563026 = 1\n",
      "C563027 = 1\n",
      "C563028 = 1\n",
      "C563029 = 1\n",
      "C563030 = 1\n",
      "C563031 = 1\n",
      "C563034 = 1\n",
      "C563035 = 1\n",
      "C563036 = 1\n",
      "C563037 = 1\n",
      "C563038 = 1\n",
      "C563039 = 1\n",
      "C563040 = 1\n",
      "C563041 = 1\n",
      "C563042 = 1\n",
      "C563043 = 1\n",
      "C563044 = 1\n",
      "C563045 = 1\n",
      "C563046 = 1\n",
      "C563047 = 1\n",
      "C563048 = 1\n",
      "C563049 = 1\n",
      "C563050 = 1\n",
      "C563051 = 1\n",
      "C563052 = 1\n",
      "C563053 = 1\n",
      "C563054 = 1\n",
      "C563055 = 1\n",
      "C563056 = 1\n",
      "C563057 = 1\n",
      "C563058 = 1\n",
      "C563059 = 1\n",
      "C563060 = 1\n",
      "C563061 = 1\n",
      "C563062 = 1\n",
      "C563063 = 1\n",
      "C563064 = 1\n",
      "C563065 = 1\n",
      "C563066 = 1\n",
      "C563067 = 1\n",
      "C563068 = 1\n",
      "C563069 = 1\n",
      "C563070 = 1\n",
      "C563071 = 1\n",
      "C563072 = 1\n",
      "C563073 = 1\n",
      "C563074 = 1\n",
      "C563075 = 1\n",
      "C563076 = 1\n",
      "C563077 = 1\n",
      "C563078 = 1\n",
      "C563079 = 1\n",
      "C563082 = 1\n",
      "C563083 = 1\n",
      "C563084 = 1\n",
      "C563085 = 1\n",
      "C563086 = 1\n",
      "C563087 = 1\n",
      "C563088 = 1\n",
      "C563089 = 1\n",
      "C563090 = 1\n",
      "C563091 = 1\n",
      "C563092 = 1\n",
      "C563093 = 1\n",
      "C563094 = 1\n",
      "C563095 = 1\n",
      "C563096 = 1\n",
      "C563097 = 1\n",
      "C563098 = 1\n",
      "C563099 = 1\n",
      "C563100 = 1\n",
      "C563101 = 1\n",
      "C563102 = 1\n",
      "C563103 = 1\n",
      "C563104 = 1\n",
      "C563105 = 1\n",
      "C563106 = 1\n",
      "C563107 = 1\n",
      "C563108 = 1\n",
      "C563109 = 1\n",
      "C563110 = 1\n",
      "C563111 = 1\n",
      "C563112 = 1\n",
      "C563113 = 1\n",
      "C563114 = 1\n",
      "C563115 = 1\n",
      "C563116 = 1\n",
      "C563117 = 1\n",
      "C563118 = 1\n",
      "C563119 = 1\n",
      "C563120 = 1\n",
      "C563121 = 1\n",
      "C563122 = 1\n",
      "C563123 = 1\n",
      "C563124 = 1\n",
      "C563125 = 1\n",
      "C563126 = 1\n",
      "C563127 = 1\n",
      "C563132 = 1\n",
      "C563133 = 1\n",
      "C563134 = 1\n",
      "C563135 = 1\n",
      "C563136 = 1\n",
      "C563137 = 1\n",
      "C563138 = 1\n",
      "C563139 = 1\n",
      "C563140 = 1\n",
      "C563141 = 1\n",
      "C563143 = 1\n",
      "C563144 = 1\n",
      "C563145 = 1\n",
      "C563146 = 1\n",
      "C563147 = 1\n",
      "C563148 = 1\n",
      "C563149 = 1\n",
      "C563150 = 1\n",
      "C563151 = 1\n",
      "C563152 = 1\n",
      "C563153 = 1\n",
      "C563154 = 1\n",
      "C563155 = 1\n",
      "C563156 = 1\n",
      "C563157 = 1\n",
      "C563158 = 1\n",
      "C563159 = 1\n",
      "C563160 = 1\n",
      "C563161 = 1\n",
      "C563162 = 1\n",
      "C563163 = 1\n",
      "C563164 = 1\n",
      "C563165 = 1\n",
      "C563166 = 1\n",
      "C563167 = 1\n",
      "C563168 = 1\n",
      "C563169 = 1\n",
      "C563170 = 1\n",
      "C563171 = 1\n",
      "C563172 = 1\n",
      "C563173 = 1\n",
      "C563174 = 1\n",
      "C563175 = 1\n",
      "C563178 = 1\n",
      "C563179 = 1\n",
      "C563180 = 1\n",
      "C563182 = 1\n",
      "C563183 = 1\n",
      "C563184 = 1\n",
      "C563185 = 1\n",
      "C563186 = 1\n",
      "C563187 = 1\n",
      "C563188 = 1\n",
      "C563189 = 1\n",
      "C563190 = 1\n",
      "C563191 = 1\n",
      "C563192 = 1\n",
      "C563193 = 1\n",
      "C563194 = 1\n",
      "C563195 = 1\n",
      "C563196 = 1\n",
      "C563197 = 1\n",
      "C563198 = 1\n",
      "C563199 = 1\n",
      "C563200 = 1\n",
      "C563201 = 1\n",
      "C563202 = 1\n",
      "C563203 = 1\n",
      "C563204 = 1\n",
      "C563205 = 1\n",
      "C563206 = 1\n",
      "C563207 = 1\n",
      "C563208 = 1\n",
      "C563209 = 1\n",
      "C563210 = 1\n",
      "C563211 = 1\n",
      "C563212 = 1\n",
      "C563213 = 1\n",
      "C563214 = 1\n",
      "C563215 = 1\n",
      "C563216 = 1\n",
      "C563217 = 1\n",
      "C563218 = 1\n",
      "C563219 = 1\n",
      "C563220 = 1\n",
      "C563221 = 1\n",
      "C563222 = 1\n",
      "C563223 = 1\n",
      "C563225 = 1\n",
      "C563226 = 1\n",
      "C563227 = 1\n",
      "C563228 = 1\n",
      "C563229 = 1\n",
      "C563230 = 1\n",
      "C563231 = 1\n",
      "C563232 = 1\n",
      "C563233 = 1\n",
      "C563234 = 1\n",
      "C563235 = 1\n",
      "C563236 = 1\n",
      "C563237 = 1\n",
      "C563238 = 1\n",
      "C563239 = 1\n",
      "C563240 = 1\n",
      "C563241 = 1\n",
      "C563242 = 1\n",
      "C563243 = 1\n",
      "C563244 = 1\n",
      "C563245 = 1\n",
      "C563246 = 1\n",
      "C563247 = 1\n",
      "C563248 = 1\n",
      "C563249 = 1\n",
      "C563250 = 1\n",
      "C563251 = 1\n",
      "C563252 = 1\n",
      "C563253 = 1\n",
      "C563254 = 1\n",
      "C563255 = 1\n",
      "C563256 = 1\n",
      "C563257 = 1\n",
      "C563258 = 1\n",
      "C563259 = 1\n",
      "C563260 = 1\n",
      "C563261 = 1\n",
      "C563262 = 1\n",
      "C563263 = 1\n",
      "C563264 = 1\n",
      "C563265 = 1\n",
      "C563266 = 1\n",
      "C563267 = 1\n",
      "C563268 = 1\n",
      "C563269 = 1\n",
      "C563270 = 1\n",
      "C563271 = 1\n",
      "C563274 = 1\n",
      "C563275 = 1\n",
      "C563276 = 1\n",
      "C563277 = 1\n",
      "C563278 = 1\n",
      "C563279 = 1\n",
      "C563280 = 1\n",
      "C563281 = 1\n",
      "C563282 = 1\n",
      "C563283 = 1\n",
      "C563284 = 1\n",
      "C563285 = 1\n",
      "C563286 = 1\n",
      "C563287 = 1\n",
      "C563288 = 1\n",
      "C563289 = 1\n",
      "C563290 = 1\n",
      "C563291 = 1\n",
      "C563292 = 1\n",
      "C563293 = 1\n",
      "C563294 = 1\n",
      "C563295 = 1\n",
      "C563296 = 1\n",
      "C563297 = 1\n",
      "C563298 = 1\n",
      "C563299 = 1\n",
      "C563300 = 1\n",
      "C563301 = 1\n",
      "C563302 = 1\n",
      "C563303 = 1\n",
      "C563304 = 1\n",
      "C563305 = 1\n",
      "C563306 = 1\n",
      "C563307 = 1\n",
      "C563308 = 1\n",
      "C563309 = 1\n",
      "C563310 = 1\n",
      "C563311 = 1\n",
      "C563312 = 1\n",
      "C563313 = 1\n",
      "C563314 = 1\n",
      "C563315 = 1\n",
      "C563316 = 1\n",
      "C563317 = 1\n",
      "C563318 = 1\n",
      "C563319 = 1\n",
      "C563321 = 1\n",
      "C563322 = 1\n",
      "C563323 = 1\n",
      "C563324 = 1\n",
      "C563325 = 1\n",
      "C563326 = 1\n",
      "C563327 = 1\n",
      "C563328 = 1\n",
      "C563329 = 1\n",
      "C563330 = 1\n",
      "C563331 = 1\n",
      "C563332 = 1\n",
      "C563333 = 1\n",
      "C563334 = 1\n",
      "C563335 = 1\n",
      "C563336 = 1\n",
      "C563337 = 1\n",
      "C563338 = 1\n",
      "C563339 = 1\n",
      "C563340 = 1\n",
      "C563341 = 1\n",
      "C563342 = 1\n",
      "C563343 = 1\n",
      "C563344 = 1\n",
      "C563345 = 1\n",
      "C563346 = 1\n",
      "C563347 = 1\n",
      "C563348 = 1\n",
      "C563349 = 1\n",
      "C563350 = 1\n",
      "C563351 = 1\n",
      "C563352 = 1\n",
      "C563353 = 1\n",
      "C563354 = 1\n",
      "C563355 = 1\n",
      "C563356 = 1\n",
      "C563357 = 1\n",
      "C563358 = 1\n",
      "C563359 = 1\n",
      "C563360 = 1\n",
      "C563361 = 1\n",
      "C563362 = 1\n",
      "C563363 = 1\n",
      "C563364 = 1\n",
      "C563365 = 1\n",
      "C563366 = 1\n",
      "C563367 = 1\n",
      "C563369 = 1\n",
      "C563370 = 1\n",
      "C563371 = 1\n",
      "C563372 = 1\n",
      "C563373 = 1\n",
      "C563374 = 1\n",
      "C563375 = 1\n",
      "C563376 = 1\n",
      "C563377 = 1\n",
      "C563378 = 1\n",
      "C563379 = 1\n",
      "C563380 = 1\n",
      "C563381 = 1\n",
      "C563382 = 1\n",
      "C563383 = 1\n",
      "C563384 = 1\n",
      "C563385 = 1\n",
      "C563386 = 1\n",
      "C563387 = 1\n",
      "C563388 = 1\n",
      "C563389 = 1\n",
      "C563390 = 1\n",
      "C563391 = 1\n",
      "C563392 = 1\n",
      "C563393 = 1\n",
      "C563394 = 1\n",
      "C563395 = 1\n",
      "C563396 = 1\n",
      "C563397 = 1\n",
      "C563398 = 1\n",
      "C563399 = 1\n",
      "C563400 = 1\n",
      "C563401 = 1\n",
      "C563402 = 1\n",
      "C563403 = 1\n",
      "C563404 = 1\n",
      "C563405 = 1\n",
      "C563406 = 1\n",
      "C563407 = 1\n",
      "C563408 = 1\n",
      "C563409 = 1\n",
      "C563410 = 1\n",
      "C563411 = 1\n",
      "C563412 = 1\n",
      "C563413 = 1\n",
      "C563414 = 1\n",
      "C563415 = 1\n",
      "C563417 = 1\n",
      "C563418 = 1\n",
      "C563419 = 1\n",
      "C563420 = 1\n",
      "C563421 = 1\n",
      "C563422 = 1\n",
      "C563423 = 1\n",
      "C563424 = 1\n",
      "C563425 = 1\n",
      "C563426 = 1\n",
      "C563427 = 1\n",
      "C563428 = 1\n",
      "C563429 = 1\n",
      "C563430 = 1\n",
      "C563431 = 1\n",
      "C563432 = 1\n",
      "C563433 = 1\n",
      "C563434 = 1\n",
      "C563435 = 1\n",
      "C563436 = 1\n",
      "C563437 = 1\n",
      "C563438 = 1\n",
      "C563439 = 1\n",
      "C563440 = 1\n",
      "C563441 = 1\n",
      "C563442 = 1\n",
      "C563443 = 1\n",
      "C563444 = 1\n",
      "C563445 = 1\n",
      "C563446 = 1\n",
      "C563447 = 1\n",
      "C563448 = 1\n",
      "C563449 = 1\n",
      "C563450 = 1\n",
      "C563451 = 1\n",
      "C563452 = 1\n",
      "C563453 = 1\n",
      "C563454 = 1\n",
      "C563455 = 1\n",
      "C563456 = 1\n",
      "C563457 = 1\n",
      "C563458 = 1\n",
      "C563459 = 1\n",
      "C563460 = 1\n",
      "C563461 = 1\n",
      "C563462 = 1\n",
      "C563463 = 1\n",
      "C563465 = 1\n",
      "C563466 = 1\n",
      "C563467 = 1\n",
      "C563468 = 1\n",
      "C563469 = 1\n",
      "C563470 = 1\n",
      "C563471 = 1\n",
      "C563472 = 1\n",
      "C563473 = 1\n",
      "C563474 = 1\n",
      "C563475 = 1\n",
      "C563476 = 1\n",
      "C563477 = 1\n",
      "C563478 = 1\n",
      "C563479 = 1\n",
      "C563480 = 1\n",
      "C563481 = 1\n",
      "C563482 = 1\n",
      "C563483 = 1\n",
      "C563484 = 1\n",
      "C563485 = 1\n",
      "C563486 = 1\n",
      "C563487 = 1\n",
      "C563488 = 1\n",
      "C563489 = 1\n",
      "C563490 = 1\n",
      "C563491 = 1\n",
      "C563492 = 1\n",
      "C563493 = 1\n",
      "C563494 = 1\n",
      "C563495 = 1\n",
      "C563496 = 1\n",
      "C563497 = 1\n",
      "C563498 = 1\n",
      "C563499 = 1\n",
      "C563500 = 1\n",
      "C563501 = 1\n",
      "C563502 = 1\n",
      "C563503 = 1\n",
      "C563504 = 1\n",
      "C563505 = 1\n",
      "C563506 = 1\n",
      "C563507 = 1\n",
      "C563508 = 1\n",
      "C563509 = 1\n",
      "C563510 = 1\n",
      "C563511 = 1\n",
      "C563513 = 1\n",
      "C563514 = 1\n",
      "C563515 = 1\n",
      "C563516 = 1\n",
      "C563517 = 1\n",
      "C563518 = 1\n",
      "C563519 = 1\n",
      "C563520 = 1\n",
      "C563521 = 1\n",
      "C563522 = 1\n",
      "C563523 = 1\n",
      "C563524 = 1\n",
      "C563525 = 1\n",
      "C563526 = 1\n",
      "C563527 = 1\n",
      "C563528 = 1\n",
      "C563529 = 1\n",
      "C563530 = 1\n",
      "C563531 = 1\n",
      "C563532 = 1\n",
      "C563533 = 1\n",
      "C563534 = 1\n",
      "C563535 = 1\n",
      "C563536 = 1\n",
      "C563537 = 1\n",
      "C563538 = 1\n",
      "C563539 = 1\n",
      "C563540 = 1\n",
      "C563541 = 1\n",
      "C563542 = 1\n",
      "C563543 = 1\n",
      "C563544 = 1\n",
      "C563545 = 1\n",
      "C563546 = 1\n",
      "C563547 = 1\n",
      "C563548 = 1\n",
      "C563549 = 1\n",
      "C563550 = 1\n",
      "C563551 = 1\n",
      "C563552 = 1\n",
      "C563553 = 1\n",
      "C563554 = 1\n",
      "C563555 = 1\n",
      "C563556 = 1\n",
      "C563557 = 1\n",
      "C563558 = 1\n",
      "C563559 = 1\n",
      "C563561 = 1\n",
      "C563562 = 1\n",
      "C563563 = 1\n",
      "C563564 = 1\n",
      "C563565 = 1\n",
      "C563566 = 1\n",
      "C563567 = 1\n",
      "C563568 = 1\n",
      "C563569 = 1\n",
      "C563570 = 1\n",
      "C563571 = 1\n",
      "C563572 = 1\n",
      "C563573 = 1\n",
      "C563574 = 1\n",
      "C563575 = 1\n",
      "C563576 = 1\n",
      "C563577 = 1\n",
      "C563578 = 1\n",
      "C563579 = 1\n",
      "C563580 = 1\n",
      "C563581 = 1\n",
      "C563582 = 1\n",
      "C563583 = 1\n",
      "C563584 = 1\n",
      "C563585 = 1\n",
      "C563586 = 1\n",
      "C563587 = 1\n",
      "C563588 = 1\n",
      "C563589 = 1\n",
      "C563590 = 1\n",
      "C563591 = 1\n",
      "C563592 = 1\n",
      "C563593 = 1\n",
      "C563594 = 1\n",
      "C563595 = 1\n",
      "C563596 = 1\n",
      "C563597 = 1\n",
      "C563598 = 1\n",
      "C563599 = 1\n",
      "C563600 = 1\n",
      "C563601 = 1\n",
      "C563602 = 1\n",
      "C563603 = 1\n",
      "C563604 = 1\n",
      "C563605 = 1\n",
      "C563606 = 1\n",
      "C563607 = 1\n",
      "C563610 = 1\n",
      "C563611 = 1\n",
      "C563612 = 1\n",
      "C563613 = 1\n",
      "C563614 = 1\n",
      "C563615 = 1\n",
      "C563616 = 1\n",
      "C563617 = 1\n",
      "C563618 = 1\n",
      "C563619 = 1\n",
      "C563620 = 1\n",
      "C563621 = 1\n",
      "C563622 = 1\n",
      "C563623 = 1\n",
      "C563624 = 1\n",
      "C563625 = 1\n",
      "C563626 = 1\n",
      "C563627 = 1\n",
      "C563628 = 1\n",
      "C563629 = 1\n",
      "C563630 = 1\n",
      "C563631 = 1\n",
      "C563632 = 1\n",
      "C563633 = 1\n",
      "C563634 = 1\n",
      "C563635 = 1\n",
      "C563636 = 1\n",
      "C563637 = 1\n",
      "C563638 = 1\n",
      "C563639 = 1\n",
      "C563640 = 1\n",
      "C563641 = 1\n",
      "C563642 = 1\n",
      "C563643 = 1\n",
      "C563644 = 1\n",
      "C563645 = 1\n",
      "C563646 = 1\n",
      "C563647 = 1\n",
      "C563648 = 1\n",
      "C563649 = 1\n",
      "C563650 = 1\n",
      "C563651 = 1\n",
      "C563652 = 1\n",
      "C563653 = 1\n",
      "C563654 = 1\n",
      "C563655 = 1\n",
      "C563661 = 1\n",
      "C563662 = 1\n",
      "C563663 = 1\n",
      "C563664 = 1\n",
      "C563665 = 1\n",
      "C563666 = 1\n",
      "C563667 = 1\n",
      "C563668 = 1\n",
      "C563669 = 1\n",
      "C563670 = 1\n",
      "C563671 = 1\n",
      "C563672 = 1\n",
      "C563673 = 1\n",
      "C563674 = 1\n",
      "C563675 = 1\n",
      "C563676 = 1\n",
      "C563677 = 1\n",
      "C563678 = 1\n",
      "C563679 = 1\n",
      "C563680 = 1\n",
      "C563681 = 1\n",
      "C563682 = 1\n",
      "C563683 = 1\n",
      "C563684 = 1\n",
      "C563685 = 1\n",
      "C563686 = 1\n",
      "C563687 = 1\n",
      "C563688 = 1\n",
      "C563689 = 1\n",
      "C563690 = 1\n",
      "C563691 = 1\n",
      "C563692 = 1\n",
      "C563693 = 1\n",
      "C563694 = 1\n",
      "C563695 = 1\n",
      "C563696 = 1\n",
      "C563697 = 1\n",
      "C563698 = 1\n",
      "C563699 = 1\n",
      "C563700 = 1\n",
      "C563701 = 1\n",
      "C563702 = 1\n",
      "C563703 = 1\n",
      "C563705 = 1\n",
      "C563706 = 1\n",
      "C563707 = 1\n",
      "C563708 = 1\n",
      "C563709 = 1\n",
      "C563710 = 1\n",
      "C563711 = 1\n",
      "C563712 = 1\n",
      "C563713 = 1\n",
      "C563714 = 1\n",
      "C563715 = 1\n",
      "C563716 = 1\n",
      "C563717 = 1\n",
      "C563718 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C563719 = 1\n",
      "C563720 = 1\n",
      "C563721 = 1\n",
      "C563722 = 1\n",
      "C563723 = 1\n",
      "C563724 = 1\n",
      "C563725 = 1\n",
      "C563726 = 1\n",
      "C563727 = 1\n",
      "C563728 = 1\n",
      "C563729 = 1\n",
      "C563730 = 1\n",
      "C563731 = 1\n",
      "C563732 = 1\n",
      "C563733 = 1\n",
      "C563734 = 1\n",
      "C563735 = 1\n",
      "C563736 = 1\n",
      "C563737 = 1\n",
      "C563738 = 1\n",
      "C563739 = 1\n",
      "C563740 = 1\n",
      "C563741 = 1\n",
      "C563742 = 1\n",
      "C563743 = 1\n",
      "C563744 = 1\n",
      "C563745 = 1\n",
      "C563746 = 1\n",
      "C563747 = 1\n",
      "C563748 = 1\n",
      "C563749 = 1\n",
      "C563750 = 1\n",
      "C563751 = 1\n",
      "C563753 = 1\n",
      "C563754 = 1\n",
      "C563755 = 1\n",
      "C563756 = 1\n",
      "C563757 = 1\n",
      "C563758 = 1\n",
      "C563759 = 1\n",
      "C563760 = 1\n",
      "C563761 = 1\n",
      "C563762 = 1\n",
      "C563763 = 1\n",
      "C563764 = 1\n",
      "C563765 = 1\n",
      "C563766 = 1\n",
      "C563767 = 1\n",
      "C563768 = 1\n",
      "C563769 = 1\n",
      "C563770 = 1\n",
      "C563771 = 1\n",
      "C563772 = 1\n",
      "C563773 = 1\n",
      "C563774 = 1\n",
      "C563775 = 1\n",
      "C563776 = 1\n",
      "C563777 = 1\n",
      "C563778 = 1\n",
      "C563779 = 1\n",
      "C563780 = 1\n",
      "C563781 = 1\n",
      "C563782 = 1\n",
      "C563783 = 1\n",
      "C563784 = 1\n",
      "C563785 = 1\n",
      "C563786 = 1\n",
      "C563787 = 1\n",
      "C563788 = 1\n",
      "C563789 = 1\n",
      "C563790 = 1\n",
      "C563791 = 1\n",
      "C563792 = 1\n",
      "C563793 = 1\n",
      "C563794 = 1\n",
      "C563795 = 1\n",
      "C563796 = 1\n",
      "C563797 = 1\n",
      "C563798 = 1\n",
      "C563799 = 1\n",
      "C563801 = 1\n",
      "C563802 = 1\n",
      "C563803 = 1\n",
      "C563804 = 1\n",
      "C563805 = 1\n",
      "C563806 = 1\n",
      "C563807 = 1\n",
      "C563808 = 1\n",
      "C563809 = 1\n",
      "C563810 = 1\n",
      "C563811 = 1\n",
      "C563812 = 1\n",
      "C563813 = 1\n",
      "C563814 = 1\n",
      "C563815 = 1\n",
      "C563816 = 1\n",
      "C563817 = 1\n",
      "C563818 = 1\n",
      "C563819 = 1\n",
      "C563820 = 1\n",
      "C563821 = 1\n",
      "C563822 = 1\n",
      "C563823 = 1\n",
      "C563824 = 1\n",
      "C563825 = 1\n",
      "C563826 = 1\n",
      "C563827 = 1\n",
      "C563828 = 1\n",
      "C563829 = 1\n",
      "C563830 = 1\n",
      "C563831 = 1\n",
      "C563832 = 1\n",
      "C563833 = 1\n",
      "C563834 = 1\n",
      "C563835 = 1\n",
      "C563836 = 1\n",
      "C563837 = 1\n",
      "C563838 = 1\n",
      "C563839 = 1\n",
      "C563840 = 1\n",
      "C563841 = 1\n",
      "C563842 = 1\n",
      "C563843 = 1\n",
      "C563844 = 1\n",
      "C563845 = 1\n",
      "C563846 = 1\n",
      "C563847 = 1\n",
      "C563850 = 1\n",
      "C563851 = 1\n",
      "C563852 = 1\n",
      "C563853 = 1\n",
      "C563854 = 1\n",
      "C563855 = 1\n",
      "C563857 = 1\n",
      "C563858 = 1\n",
      "C563859 = 1\n",
      "C563860 = 1\n",
      "C563861 = 1\n",
      "C563862 = 1\n",
      "C563863 = 1\n",
      "C563864 = 1\n",
      "C563865 = 1\n",
      "C563866 = 1\n",
      "C563867 = 1\n",
      "C563868 = 1\n",
      "C563869 = 1\n",
      "C563870 = 1\n",
      "C563871 = 1\n",
      "C563872 = 1\n",
      "C563873 = 1\n",
      "C563874 = 1\n",
      "C563875 = 1\n",
      "C563876 = 1\n",
      "C563877 = 1\n",
      "C563878 = 1\n",
      "C563879 = 1\n",
      "C563880 = 1\n",
      "C563881 = 1\n",
      "C563882 = 1\n",
      "C563883 = 1\n",
      "C563884 = 1\n",
      "C563885 = 1\n",
      "C563886 = 1\n",
      "C563887 = 1\n",
      "C563888 = 1\n",
      "C563889 = 1\n",
      "C563890 = 1\n",
      "C563891 = 1\n",
      "C563892 = 1\n",
      "C563893 = 1\n",
      "C563894 = 1\n",
      "C563895 = 1\n",
      "C563898 = 0\n",
      "C563903 = 1\n",
      "C563904 = 1\n",
      "C563905 = 1\n",
      "C563906 = 1\n",
      "C563907 = 1\n",
      "C563908 = 1\n",
      "C563910 = 1\n",
      "C563911 = 1\n",
      "C563912 = 1\n",
      "C563913 = 1\n",
      "C563914 = 1\n",
      "C563915 = 1\n",
      "C563916 = 1\n",
      "C563917 = 1\n",
      "C563918 = 1\n",
      "C563919 = 1\n",
      "C563920 = 1\n",
      "C563921 = 1\n",
      "C563922 = 1\n",
      "C563923 = 1\n",
      "C563924 = 1\n",
      "C563925 = 1\n",
      "C563926 = 1\n",
      "C563927 = 1\n",
      "C563928 = 1\n",
      "C563929 = 1\n",
      "C563930 = 1\n",
      "C563931 = 1\n",
      "C563932 = 1\n",
      "C563933 = 1\n",
      "C563934 = 1\n",
      "C563935 = 1\n",
      "C563936 = 1\n",
      "C563937 = 1\n",
      "C563938 = 1\n",
      "C563939 = 1\n",
      "C563940 = 1\n",
      "C563941 = 1\n",
      "C563942 = 1\n",
      "C563943 = 1\n",
      "C563945 = 1\n",
      "C563946 = 1\n",
      "C563947 = 1\n",
      "C563948 = 1\n",
      "C563949 = 1\n",
      "C563950 = 1\n",
      "C563951 = 1\n",
      "C563952 = 1\n",
      "C563953 = 1\n",
      "C563954 = 1\n",
      "C563955 = 1\n",
      "C563956 = 1\n",
      "C563957 = 1\n",
      "C563958 = 1\n",
      "C563959 = 1\n",
      "C563960 = 1\n",
      "C563961 = 1\n",
      "C563962 = 1\n",
      "C563963 = 1\n",
      "C563964 = 1\n",
      "C563965 = 1\n",
      "C563966 = 1\n",
      "C563967 = 1\n",
      "C563968 = 1\n",
      "C563969 = 1\n",
      "C563970 = 1\n",
      "C563971 = 1\n",
      "C563972 = 1\n",
      "C563973 = 1\n",
      "C563974 = 1\n",
      "C563975 = 1\n",
      "C563976 = 1\n",
      "C563977 = 1\n",
      "C563978 = 1\n",
      "C563979 = 1\n",
      "C563980 = 1\n",
      "C563981 = 1\n",
      "C563982 = 1\n",
      "C563983 = 1\n",
      "C563984 = 1\n",
      "C563985 = 1\n",
      "C563986 = 1\n",
      "C563987 = 1\n",
      "C563988 = 1\n",
      "C563989 = 1\n",
      "C563990 = 1\n",
      "C563991 = 1\n",
      "C563993 = 1\n",
      "C563994 = 1\n",
      "C563995 = 1\n",
      "C563996 = 1\n",
      "C563997 = 1\n",
      "C563998 = 1\n",
      "C563999 = 1\n",
      "C564000 = 1\n",
      "C564001 = 1\n",
      "C564002 = 1\n",
      "C564003 = 1\n",
      "C564004 = 1\n",
      "C564005 = 1\n",
      "C564006 = 1\n",
      "C564007 = 1\n",
      "C564008 = 1\n",
      "C564009 = 1\n",
      "C564010 = 1\n",
      "C564011 = 1\n",
      "C564012 = 1\n",
      "C564013 = 1\n",
      "C564014 = 1\n",
      "C564015 = 1\n",
      "C564016 = 1\n",
      "C564017 = 1\n",
      "C564018 = 1\n",
      "C564019 = 1\n",
      "C564020 = 1\n",
      "C564021 = 1\n",
      "C564022 = 1\n",
      "C564023 = 1\n",
      "C564024 = 1\n",
      "C564025 = 1\n",
      "C564026 = 1\n",
      "C564027 = 1\n",
      "C564028 = 1\n",
      "C564029 = 1\n",
      "C564030 = 1\n",
      "C564031 = 1\n",
      "C564032 = 1\n",
      "C564033 = 1\n",
      "C564034 = 1\n",
      "C564035 = 1\n",
      "C564036 = 1\n",
      "C564037 = 1\n",
      "C564038 = 1\n",
      "C564039 = 1\n",
      "C564042 = 0\n",
      "C564044 = 1\n",
      "C564045 = 1\n",
      "C564046 = 1\n",
      "C564047 = 1\n",
      "C564048 = 1\n",
      "C564049 = 1\n",
      "C564050 = 1\n",
      "C564051 = 1\n",
      "C564052 = 1\n",
      "C564053 = 1\n",
      "C564054 = 1\n",
      "C564055 = 1\n",
      "C564056 = 1\n",
      "C564057 = 1\n",
      "C564058 = 1\n",
      "C564059 = 1\n",
      "C564060 = 1\n",
      "C564061 = 1\n",
      "C564062 = 1\n",
      "C564063 = 1\n",
      "C564064 = 1\n",
      "C564065 = 1\n",
      "C564066 = 1\n",
      "C564067 = 1\n",
      "C564068 = 1\n",
      "C564069 = 1\n",
      "C564070 = 1\n",
      "C564071 = 1\n",
      "C564072 = 1\n",
      "C564073 = 1\n",
      "C564074 = 1\n",
      "C564075 = 1\n",
      "C564076 = 1\n",
      "C564077 = 1\n",
      "C564078 = 1\n",
      "C564079 = 1\n",
      "C564080 = 1\n",
      "C564081 = 1\n",
      "C564082 = 1\n",
      "C564083 = 1\n",
      "C564084 = 1\n",
      "C564085 = 1\n",
      "C564086 = 1\n",
      "C564087 = 1\n",
      "C564090 = 1\n",
      "C564091 = 1\n",
      "C564092 = 1\n",
      "C564093 = 1\n",
      "C564094 = 1\n",
      "C564095 = 1\n",
      "C564096 = 1\n",
      "C564097 = 1\n",
      "C564098 = 1\n",
      "C564099 = 1\n",
      "C564100 = 1\n",
      "C564101 = 1\n",
      "C564102 = 1\n",
      "C564103 = 1\n",
      "C564104 = 1\n",
      "C564105 = 1\n",
      "C564106 = 1\n",
      "C564107 = 1\n",
      "C564108 = 1\n",
      "C564109 = 1\n",
      "C564110 = 1\n",
      "C564111 = 1\n",
      "C564112 = 1\n",
      "C564113 = 1\n",
      "C564114 = 1\n",
      "C564115 = 1\n",
      "C564116 = 1\n",
      "C564117 = 1\n",
      "C564118 = 1\n",
      "C564119 = 1\n",
      "C564120 = 1\n",
      "C564121 = 1\n",
      "C564122 = 1\n",
      "C564123 = 1\n",
      "C564124 = 1\n",
      "C564125 = 1\n",
      "C564126 = 1\n",
      "C564127 = 1\n",
      "C564128 = 1\n",
      "C564129 = 1\n",
      "C564130 = 1\n",
      "C564131 = 1\n",
      "C564132 = 1\n",
      "C564133 = 1\n",
      "C564134 = 1\n",
      "C564135 = 1\n",
      "C564138 = 1\n",
      "C564139 = 1\n",
      "C564140 = 1\n",
      "C564141 = 1\n",
      "C564142 = 1\n",
      "C564143 = 1\n",
      "C564144 = 1\n",
      "C564145 = 1\n",
      "C564146 = 1\n",
      "C564147 = 1\n",
      "C564148 = 1\n",
      "C564149 = 1\n",
      "C564150 = 1\n",
      "C564151 = 1\n",
      "C564152 = 1\n",
      "C564153 = 1\n",
      "C564154 = 1\n",
      "C564155 = 1\n",
      "C564156 = 1\n",
      "C564157 = 1\n",
      "C564158 = 1\n",
      "C564159 = 1\n",
      "C564160 = 1\n",
      "C564161 = 1\n",
      "C564162 = 1\n",
      "C564163 = 1\n",
      "C564164 = 1\n",
      "C564165 = 1\n",
      "C564166 = 1\n",
      "C564167 = 1\n",
      "C564168 = 1\n",
      "C564169 = 1\n",
      "C564170 = 1\n",
      "C564171 = 1\n",
      "C564172 = 1\n",
      "C564173 = 1\n",
      "C564174 = 1\n",
      "C564175 = 1\n",
      "C564176 = 1\n",
      "C564177 = 1\n",
      "C564178 = 1\n",
      "C564179 = 1\n",
      "C564180 = 1\n",
      "C564181 = 1\n",
      "C564182 = 1\n",
      "C564183 = 1\n",
      "C564186 = 0\n",
      "C564188 = 1\n",
      "C564189 = 1\n",
      "C564190 = 1\n",
      "C564191 = 1\n",
      "C564192 = 1\n",
      "C564193 = 1\n",
      "C564194 = 1\n",
      "C564196 = 1\n",
      "C564197 = 1\n",
      "C564198 = 1\n",
      "C564199 = 1\n",
      "C564200 = 1\n",
      "C564201 = 1\n",
      "C564202 = 1\n",
      "C564203 = 1\n",
      "C564204 = 1\n",
      "C564205 = 1\n",
      "C564206 = 1\n",
      "C564207 = 1\n",
      "C564208 = 1\n",
      "C564209 = 1\n",
      "C564210 = 1\n",
      "C564211 = 1\n",
      "C564212 = 1\n",
      "C564213 = 1\n",
      "C564214 = 1\n",
      "C564215 = 1\n",
      "C564216 = 1\n",
      "C564217 = 1\n",
      "C564218 = 1\n",
      "C564219 = 1\n",
      "C564220 = 1\n",
      "C564221 = 1\n",
      "C564222 = 1\n",
      "C564223 = 1\n",
      "C564224 = 1\n",
      "C564225 = 1\n",
      "C564226 = 1\n",
      "C564227 = 1\n",
      "C564228 = 1\n",
      "C564229 = 1\n",
      "C564230 = 1\n",
      "C564231 = 1\n",
      "C564235 = 1\n",
      "C564236 = 1\n",
      "C564237 = 1\n",
      "C564238 = 1\n",
      "C564239 = 1\n",
      "C564240 = 1\n",
      "C564241 = 1\n",
      "C564242 = 1\n",
      "C564243 = 1\n",
      "C564244 = 1\n",
      "C564245 = 1\n",
      "C564246 = 1\n",
      "C564247 = 1\n",
      "C564248 = 1\n",
      "C564249 = 1\n",
      "C564250 = 1\n",
      "C564251 = 1\n",
      "C564252 = 1\n",
      "C564253 = 1\n",
      "C564254 = 1\n",
      "C564255 = 1\n",
      "C564256 = 1\n",
      "C564257 = 1\n",
      "C564258 = 1\n",
      "C564259 = 1\n",
      "C564260 = 1\n",
      "C564261 = 1\n",
      "C564262 = 1\n",
      "C564263 = 1\n",
      "C564264 = 1\n",
      "C564265 = 1\n",
      "C564266 = 1\n",
      "C564267 = 1\n",
      "C564268 = 1\n",
      "C564269 = 1\n",
      "C564270 = 1\n",
      "C564271 = 1\n",
      "C564272 = 1\n",
      "C564273 = 1\n",
      "C564274 = 1\n",
      "C564275 = 1\n",
      "C564276 = 1\n",
      "C564277 = 1\n",
      "C564278 = 1\n",
      "C564279 = 1\n",
      "C564282 = 1\n",
      "C564283 = 1\n",
      "C564284 = 1\n",
      "C564285 = 1\n",
      "C564286 = 1\n",
      "C564287 = 1\n",
      "C564288 = 1\n",
      "C564289 = 1\n",
      "C564290 = 1\n",
      "C564291 = 1\n",
      "C564292 = 1\n",
      "C564293 = 1\n",
      "C564294 = 1\n",
      "C564295 = 1\n",
      "C564296 = 1\n",
      "C564297 = 1\n",
      "C564298 = 1\n",
      "C564299 = 1\n",
      "C564300 = 1\n",
      "C564301 = 1\n",
      "C564302 = 1\n",
      "C564303 = 1\n",
      "C564304 = 1\n",
      "C564305 = 1\n",
      "C564306 = 1\n",
      "C564307 = 1\n",
      "C564308 = 1\n",
      "C564309 = 1\n",
      "C564310 = 1\n",
      "C564311 = 1\n",
      "C564312 = 1\n",
      "C564313 = 1\n",
      "C564314 = 1\n",
      "C564315 = 1\n",
      "C564316 = 1\n",
      "C564317 = 1\n",
      "C564318 = 1\n",
      "C564319 = 1\n",
      "C564320 = 1\n",
      "C564321 = 1\n",
      "C564322 = 1\n",
      "C564323 = 1\n",
      "C564324 = 1\n",
      "C564325 = 1\n",
      "C564326 = 1\n",
      "C564327 = 1\n",
      "C564330 = 0\n",
      "C564335 = 1\n",
      "C564337 = 1\n",
      "C564341 = 1\n",
      "C564343 = 1\n",
      "C564345 = 1\n",
      "C564346 = 1\n",
      "C564347 = 1\n",
      "C564349 = 1\n",
      "C564350 = 1\n",
      "C564352 = 1\n",
      "C564354 = 1\n",
      "C564355 = 1\n",
      "C564356 = 1\n",
      "C564357 = 1\n",
      "C564358 = 1\n",
      "C564359 = 1\n",
      "C564360 = 1\n",
      "C564361 = 1\n",
      "C564362 = 1\n",
      "C564363 = 1\n",
      "C564364 = 1\n",
      "C564365 = 1\n",
      "C564366 = 1\n",
      "C564367 = 1\n",
      "C564368 = 1\n",
      "C564369 = 1\n",
      "C564370 = 1\n",
      "C564371 = 1\n",
      "C564372 = 1\n",
      "C564373 = 1\n",
      "C564374 = 1\n",
      "C564375 = 1\n",
      "C564379 = 1\n",
      "C564380 = 1\n",
      "C564381 = 1\n",
      "C564382 = 1\n",
      "C564383 = 1\n",
      "C564384 = 1\n",
      "C564385 = 1\n",
      "C564386 = 1\n",
      "C564387 = 1\n",
      "C564388 = 1\n",
      "C564389 = 1\n",
      "C564390 = 1\n",
      "C564391 = 1\n",
      "C564392 = 1\n",
      "C564393 = 1\n",
      "C564394 = 1\n",
      "C564395 = 1\n",
      "C564396 = 1\n",
      "C564397 = 1\n",
      "C564398 = 1\n",
      "C564399 = 1\n",
      "C564400 = 1\n",
      "C564401 = 1\n",
      "C564402 = 1\n",
      "C564403 = 1\n",
      "C564404 = 1\n",
      "C564405 = 1\n",
      "C564406 = 1\n",
      "C564407 = 1\n",
      "C564408 = 1\n",
      "C564409 = 1\n",
      "C564410 = 1\n",
      "C564411 = 1\n",
      "C564412 = 1\n",
      "C564413 = 1\n",
      "C564414 = 1\n",
      "C564415 = 1\n",
      "C564416 = 1\n",
      "C564417 = 1\n",
      "C564418 = 1\n",
      "C564419 = 1\n",
      "C564420 = 1\n",
      "C564421 = 1\n",
      "C564422 = 1\n",
      "C564423 = 1\n",
      "C564427 = 1\n",
      "C564428 = 1\n",
      "C564429 = 1\n",
      "C564430 = 1\n",
      "C564431 = 1\n",
      "C564432 = 1\n",
      "C564433 = 1\n",
      "C564434 = 1\n",
      "C564435 = 1\n",
      "C564436 = 1\n",
      "C564437 = 1\n",
      "C564438 = 1\n",
      "C564439 = 1\n",
      "C564440 = 1\n",
      "C564441 = 1\n",
      "C564442 = 1\n",
      "C564443 = 1\n",
      "C564444 = 1\n",
      "C564445 = 1\n",
      "C564446 = 1\n",
      "C564447 = 1\n",
      "C564448 = 1\n",
      "C564449 = 1\n",
      "C564450 = 1\n",
      "C564451 = 1\n",
      "C564452 = 1\n",
      "C564453 = 1\n",
      "C564454 = 1\n",
      "C564455 = 1\n",
      "C564456 = 1\n",
      "C564457 = 1\n",
      "C564458 = 1\n",
      "C564459 = 1\n",
      "C564460 = 1\n",
      "C564461 = 1\n",
      "C564462 = 1\n",
      "C564463 = 1\n",
      "C564464 = 1\n",
      "C564465 = 1\n",
      "C564466 = 1\n",
      "C564467 = 1\n",
      "C564468 = 1\n",
      "C564469 = 1\n",
      "C564470 = 1\n",
      "C564471 = 1\n",
      "C564474 = 1\n",
      "C564475 = 1\n",
      "C564476 = 1\n",
      "C564477 = 1\n",
      "C564478 = 1\n",
      "C564479 = 1\n",
      "C564480 = 1\n",
      "C564481 = 1\n",
      "C564482 = 1\n",
      "C564483 = 1\n",
      "C564484 = 1\n",
      "C564485 = 1\n",
      "C564486 = 1\n",
      "C564487 = 1\n",
      "C564488 = 1\n",
      "C564489 = 1\n",
      "C564490 = 1\n",
      "C564491 = 1\n",
      "C564492 = 1\n",
      "C564493 = 1\n",
      "C564494 = 1\n",
      "C564495 = 1\n",
      "C564496 = 1\n",
      "C564497 = 1\n",
      "C564498 = 1\n",
      "C564499 = 1\n",
      "C564500 = 1\n",
      "C564501 = 1\n",
      "C564502 = 1\n",
      "C564503 = 1\n",
      "C564504 = 1\n",
      "C564505 = 1\n",
      "C564506 = 1\n",
      "C564507 = 1\n",
      "C564508 = 1\n",
      "C564509 = 1\n",
      "C564510 = 1\n",
      "C564511 = 1\n",
      "C564512 = 1\n",
      "C564513 = 1\n",
      "C564514 = 1\n",
      "C564515 = 1\n",
      "C564516 = 1\n",
      "C564517 = 1\n",
      "C564518 = 1\n",
      "C564519 = 1\n",
      "C564522 = 1\n",
      "C564523 = 1\n",
      "C564524 = 1\n",
      "C564525 = 1\n",
      "C564526 = 1\n",
      "C564527 = 1\n",
      "C564528 = 1\n",
      "C564529 = 1\n",
      "C564530 = 1\n",
      "C564531 = 1\n",
      "C564532 = 1\n",
      "C564533 = 1\n",
      "C564534 = 1\n",
      "C564535 = 1\n",
      "C564536 = 1\n",
      "C564537 = 1\n",
      "C564538 = 1\n",
      "C564539 = 1\n",
      "C564540 = 1\n",
      "C564541 = 1\n",
      "C564542 = 1\n",
      "C564543 = 1\n",
      "C564544 = 1\n",
      "C564545 = 1\n",
      "C564546 = 1\n",
      "C564547 = 1\n",
      "C564548 = 1\n",
      "C564549 = 1\n",
      "C564550 = 1\n",
      "C564551 = 1\n",
      "C564552 = 1\n",
      "C564553 = 1\n",
      "C564554 = 1\n",
      "C564555 = 1\n",
      "C564556 = 1\n",
      "C564557 = 1\n",
      "C564558 = 1\n",
      "C564559 = 1\n",
      "C564560 = 1\n",
      "C564561 = 1\n",
      "C564562 = 1\n",
      "C564563 = 1\n",
      "C564564 = 1\n",
      "C564565 = 1\n",
      "C564566 = 1\n",
      "C564567 = 1\n",
      "C564570 = 0\n",
      "C564573 = 1\n",
      "C564574 = 1\n",
      "C564575 = 1\n",
      "C564576 = 1\n",
      "C564577 = 1\n",
      "C564578 = 1\n",
      "C564579 = 1\n",
      "C564580 = 1\n",
      "C564581 = 1\n",
      "C564582 = 1\n",
      "C564583 = 1\n",
      "C564584 = 1\n",
      "C564585 = 1\n",
      "C564586 = 1\n",
      "C564587 = 1\n",
      "C564588 = 1\n",
      "C564589 = 1\n",
      "C564590 = 1\n",
      "C564591 = 1\n",
      "C564592 = 1\n",
      "C564593 = 1\n",
      "C564594 = 1\n",
      "C564595 = 1\n",
      "C564596 = 1\n",
      "C564597 = 1\n",
      "C564598 = 1\n",
      "C564599 = 1\n",
      "C564600 = 1\n",
      "C564601 = 1\n",
      "C564602 = 1\n",
      "C564603 = 1\n",
      "C564604 = 1\n",
      "C564605 = 1\n",
      "C564606 = 1\n",
      "C564607 = 1\n",
      "C564608 = 1\n",
      "C564609 = 1\n",
      "C564610 = 1\n",
      "C564611 = 1\n",
      "C564612 = 1\n",
      "C564613 = 1\n",
      "C564614 = 1\n",
      "C564615 = 1\n",
      "C564618 = 0\n",
      "C564624 = 1\n",
      "C564625 = 1\n",
      "C564626 = 1\n",
      "C564627 = 1\n",
      "C564628 = 1\n",
      "C564629 = 1\n",
      "C564630 = 1\n",
      "C564631 = 1\n",
      "C564633 = 1\n",
      "C564635 = 1\n",
      "C564636 = 1\n",
      "C564638 = 1\n",
      "C564640 = 1\n",
      "C564642 = 1\n",
      "C564643 = 1\n",
      "C564644 = 1\n",
      "C564645 = 1\n",
      "C564646 = 1\n",
      "C564648 = 1\n",
      "C564649 = 1\n",
      "C564650 = 1\n",
      "C564651 = 1\n",
      "C564652 = 1\n",
      "C564653 = 1\n",
      "C564654 = 1\n",
      "C564655 = 1\n",
      "C564656 = 1\n",
      "C564657 = 1\n",
      "C564658 = 1\n",
      "C564659 = 1\n",
      "C564660 = 1\n",
      "C564661 = 1\n",
      "C564662 = 1\n",
      "C564663 = 1\n",
      "C564666 = 1\n",
      "C564667 = 1\n",
      "C564668 = 1\n",
      "C564669 = 1\n",
      "C564670 = 1\n",
      "C564671 = 1\n",
      "C564672 = 1\n",
      "C564673 = 1\n",
      "C564674 = 1\n",
      "C564675 = 1\n",
      "C564676 = 1\n",
      "C564677 = 1\n",
      "C564678 = 1\n",
      "C564679 = 1\n",
      "C564680 = 1\n",
      "C564681 = 1\n",
      "C564682 = 1\n",
      "C564683 = 1\n",
      "C564684 = 1\n",
      "C564685 = 1\n",
      "C564686 = 1\n",
      "C564687 = 1\n",
      "C564688 = 1\n",
      "C564689 = 1\n",
      "C564690 = 1\n",
      "C564691 = 1\n",
      "C564692 = 1\n",
      "C564693 = 1\n",
      "C564694 = 1\n",
      "C564695 = 1\n",
      "C564696 = 1\n",
      "C564697 = 1\n",
      "C564698 = 1\n",
      "C564699 = 1\n",
      "C564700 = 1\n",
      "C564701 = 1\n",
      "C564702 = 1\n",
      "C564703 = 1\n",
      "C564704 = 1\n",
      "C564705 = 1\n",
      "C564706 = 1\n",
      "C564707 = 1\n",
      "C564708 = 1\n",
      "C564709 = 1\n",
      "C564710 = 1\n",
      "C564711 = 1\n",
      "C564714 = 0\n",
      "C564715 = 1\n",
      "C564716 = 1\n",
      "C564717 = 1\n",
      "C564718 = 1\n",
      "C564719 = 1\n",
      "C564721 = 1\n",
      "C564722 = 1\n",
      "C564723 = 1\n",
      "C564724 = 1\n",
      "C564725 = 1\n",
      "C564726 = 1\n",
      "C564727 = 1\n",
      "C564728 = 1\n",
      "C564729 = 1\n",
      "C564730 = 1\n",
      "C564731 = 1\n",
      "C564732 = 1\n",
      "C564733 = 1\n",
      "C564734 = 1\n",
      "C564735 = 1\n",
      "C564736 = 1\n",
      "C564737 = 1\n",
      "C564738 = 1\n",
      "C564739 = 1\n",
      "C564740 = 1\n",
      "C564741 = 1\n",
      "C564742 = 1\n",
      "C564743 = 1\n",
      "C564744 = 1\n",
      "C564745 = 1\n",
      "C564746 = 1\n",
      "C564747 = 1\n",
      "C564748 = 1\n",
      "C564749 = 1\n",
      "C564750 = 1\n",
      "C564751 = 1\n",
      "C564752 = 1\n",
      "C564753 = 1\n",
      "C564754 = 1\n",
      "C564755 = 1\n",
      "C564756 = 1\n",
      "C564757 = 1\n",
      "C564758 = 1\n",
      "C564759 = 1\n",
      "C564762 = 1\n",
      "C564763 = 1\n",
      "C564764 = 1\n",
      "C564765 = 1\n",
      "C564766 = 1\n",
      "C564767 = 1\n",
      "C564768 = 1\n",
      "C564769 = 1\n",
      "C564770 = 1\n",
      "C564771 = 1\n",
      "C564772 = 1\n",
      "C564773 = 1\n",
      "C564774 = 1\n",
      "C564775 = 1\n",
      "C564776 = 1\n",
      "C564777 = 1\n",
      "C564778 = 1\n",
      "C564779 = 1\n",
      "C564780 = 1\n",
      "C564781 = 1\n",
      "C564782 = 1\n",
      "C564783 = 1\n",
      "C564784 = 1\n",
      "C564785 = 1\n",
      "C564786 = 1\n",
      "C564787 = 1\n",
      "C564788 = 1\n",
      "C564789 = 1\n",
      "C564790 = 1\n",
      "C564791 = 1\n",
      "C564792 = 1\n",
      "C564793 = 1\n",
      "C564794 = 1\n",
      "C564795 = 1\n",
      "C564796 = 1\n",
      "C564797 = 1\n",
      "C564798 = 1\n",
      "C564799 = 1\n",
      "C564800 = 1\n",
      "C564801 = 1\n",
      "C564802 = 1\n",
      "C564803 = 1\n",
      "C564804 = 1\n",
      "C564805 = 1\n",
      "C564806 = 1\n",
      "C564807 = 1\n",
      "C564813 = 1\n",
      "C564814 = 1\n",
      "C564815 = 1\n",
      "C564816 = 1\n",
      "C564817 = 1\n",
      "C564818 = 1\n",
      "C564819 = 1\n",
      "C564820 = 1\n",
      "C564821 = 1\n",
      "C564822 = 1\n",
      "C564823 = 1\n",
      "C564824 = 1\n",
      "C564825 = 1\n",
      "C564826 = 1\n",
      "C564827 = 1\n",
      "C564828 = 1\n",
      "C564829 = 1\n",
      "C564830 = 1\n",
      "C564831 = 1\n",
      "C564832 = 1\n",
      "C564833 = 1\n",
      "C564834 = 1\n",
      "C564835 = 1\n",
      "C564836 = 1\n",
      "C564837 = 1\n",
      "C564838 = 1\n",
      "C564839 = 1\n",
      "C564840 = 1\n",
      "C564841 = 1\n",
      "C564842 = 1\n",
      "C564843 = 1\n",
      "C564844 = 1\n",
      "C564845 = 1\n",
      "C564846 = 1\n",
      "C564847 = 1\n",
      "C564848 = 1\n",
      "C564849 = 1\n",
      "C564850 = 1\n",
      "C564851 = 1\n",
      "C564852 = 1\n",
      "C564853 = 1\n",
      "C564854 = 1\n",
      "C564855 = 1\n",
      "C564862 = 0\n",
      "C564865 = 1\n",
      "C564866 = 1\n",
      "C564867 = 1\n",
      "C564868 = 1\n",
      "C564869 = 1\n",
      "C564870 = 1\n",
      "C564871 = 1\n",
      "C564872 = 1\n",
      "C564873 = 1\n",
      "C564874 = 1\n",
      "C564875 = 1\n",
      "C564876 = 1\n",
      "C564877 = 1\n",
      "C564878 = 1\n",
      "C564879 = 1\n",
      "C564880 = 1\n",
      "C564881 = 1\n",
      "C564882 = 1\n",
      "C564883 = 1\n",
      "C564884 = 1\n",
      "C564885 = 1\n",
      "C564886 = 1\n",
      "C564887 = 1\n",
      "C564888 = 1\n",
      "C564889 = 1\n",
      "C564890 = 1\n",
      "C564891 = 1\n",
      "C564892 = 1\n",
      "C564893 = 1\n",
      "C564894 = 1\n",
      "C564895 = 1\n",
      "C564896 = 1\n",
      "C564897 = 1\n",
      "C564898 = 1\n",
      "C564899 = 1\n",
      "C564900 = 1\n",
      "C564901 = 1\n",
      "C564902 = 1\n",
      "C564903 = 1\n",
      "C564906 = 1\n",
      "C564907 = 1\n",
      "C564908 = 1\n",
      "C564909 = 1\n",
      "C564910 = 1\n",
      "C564911 = 1\n",
      "C564912 = 1\n",
      "C564913 = 1\n",
      "C564914 = 1\n",
      "C564915 = 1\n",
      "C564916 = 1\n",
      "C564917 = 1\n",
      "C564918 = 1\n",
      "C564919 = 1\n",
      "C564920 = 1\n",
      "C564921 = 1\n",
      "C564922 = 1\n",
      "C564923 = 1\n",
      "C564924 = 1\n",
      "C564925 = 1\n",
      "C564926 = 1\n",
      "C564927 = 1\n",
      "C564928 = 1\n",
      "C564929 = 1\n",
      "C564930 = 1\n",
      "C564931 = 1\n",
      "C564932 = 1\n",
      "C564933 = 1\n",
      "C564934 = 1\n",
      "C564935 = 1\n",
      "C564936 = 1\n",
      "C564937 = 1\n",
      "C564938 = 1\n",
      "C564939 = 1\n",
      "C564940 = 1\n",
      "C564941 = 1\n",
      "C564942 = 1\n",
      "C564943 = 1\n",
      "C564944 = 1\n",
      "C564945 = 1\n",
      "C564946 = 1\n",
      "C564947 = 1\n",
      "C564948 = 1\n",
      "C564949 = 1\n",
      "C564950 = 1\n",
      "C564951 = 1\n",
      "C564954 = 1\n",
      "C564955 = 1\n",
      "C564956 = 1\n",
      "C564957 = 1\n",
      "C564958 = 1\n",
      "C564959 = 1\n",
      "C564960 = 1\n",
      "C564961 = 1\n",
      "C564962 = 1\n",
      "C564963 = 1\n",
      "C564964 = 1\n",
      "C564965 = 1\n",
      "C564966 = 1\n",
      "C564967 = 1\n",
      "C564968 = 1\n",
      "C564969 = 1\n",
      "C564970 = 1\n",
      "C564971 = 1\n",
      "C564972 = 1\n",
      "C564973 = 1\n",
      "C564974 = 1\n",
      "C564975 = 1\n",
      "C564976 = 1\n",
      "C564977 = 1\n",
      "C564978 = 1\n",
      "C564979 = 1\n",
      "C564980 = 1\n",
      "C564981 = 1\n",
      "C564982 = 1\n",
      "C564983 = 1\n",
      "C564984 = 1\n",
      "C564985 = 1\n",
      "C564986 = 1\n",
      "C564987 = 1\n",
      "C564988 = 1\n",
      "C564989 = 1\n",
      "C564990 = 1\n",
      "C564991 = 1\n",
      "C564992 = 1\n",
      "C564993 = 1\n",
      "C564994 = 1\n",
      "C564995 = 1\n",
      "C564996 = 1\n",
      "C564997 = 1\n",
      "C564998 = 1\n",
      "C564999 = 1\n",
      "C565002 = 1\n",
      "C565003 = 1\n",
      "C565004 = 1\n",
      "C565005 = 1\n",
      "C565006 = 1\n",
      "C565007 = 1\n",
      "C565008 = 1\n",
      "C565009 = 1\n",
      "C565010 = 1\n",
      "C565011 = 1\n",
      "C565012 = 1\n",
      "C565013 = 1\n",
      "C565014 = 1\n",
      "C565015 = 1\n",
      "C565016 = 1\n",
      "C565017 = 1\n",
      "C565018 = 1\n",
      "C565019 = 1\n",
      "C565020 = 1\n",
      "C565021 = 1\n",
      "C565022 = 1\n",
      "C565023 = 1\n",
      "C565024 = 1\n",
      "C565025 = 1\n",
      "C565026 = 1\n",
      "C565027 = 1\n",
      "C565028 = 1\n",
      "C565029 = 1\n",
      "C565030 = 1\n",
      "C565031 = 1\n",
      "C565032 = 1\n",
      "C565033 = 1\n",
      "C565034 = 1\n",
      "C565035 = 1\n",
      "C565036 = 1\n",
      "C565037 = 1\n",
      "C565038 = 1\n",
      "C565039 = 1\n",
      "C565040 = 1\n",
      "C565041 = 1\n",
      "C565042 = 1\n",
      "C565043 = 1\n",
      "C565044 = 1\n",
      "C565045 = 1\n",
      "C565046 = 1\n",
      "C565047 = 1\n",
      "C565050 = 1\n",
      "C565051 = 1\n",
      "C565052 = 1\n",
      "C565053 = 1\n",
      "C565054 = 1\n",
      "C565055 = 1\n",
      "C565056 = 1\n",
      "C565057 = 1\n",
      "C565058 = 1\n",
      "C565059 = 1\n",
      "C565060 = 1\n",
      "C565061 = 1\n",
      "C565062 = 1\n",
      "C565063 = 1\n",
      "C565064 = 1\n",
      "C565065 = 1\n",
      "C565066 = 1\n",
      "C565067 = 1\n",
      "C565068 = 1\n",
      "C565069 = 1\n",
      "C565070 = 1\n",
      "C565071 = 1\n",
      "C565072 = 1\n",
      "C565073 = 1\n",
      "C565074 = 1\n",
      "C565075 = 1\n",
      "C565076 = 1\n",
      "C565077 = 1\n",
      "C565078 = 1\n",
      "C565079 = 1\n",
      "C565080 = 1\n",
      "C565081 = 1\n",
      "C565082 = 1\n",
      "C565083 = 1\n",
      "C565084 = 1\n",
      "C565085 = 1\n",
      "C565086 = 1\n",
      "C565087 = 1\n",
      "C565088 = 1\n",
      "C565089 = 1\n",
      "C565090 = 1\n",
      "C565091 = 1\n",
      "C565092 = 1\n",
      "C565093 = 1\n",
      "C565094 = 1\n",
      "C565095 = 1\n",
      "C565098 = 1\n",
      "C565099 = 1\n",
      "C565100 = 1\n",
      "C565101 = 1\n",
      "C565102 = 1\n",
      "C565103 = 1\n",
      "C565104 = 1\n",
      "C565105 = 1\n",
      "C565106 = 1\n",
      "C565107 = 1\n",
      "C565108 = 1\n",
      "C565109 = 1\n",
      "C565110 = 1\n",
      "C565111 = 1\n",
      "C565112 = 1\n",
      "C565113 = 1\n",
      "C565114 = 1\n",
      "C565115 = 1\n",
      "C565116 = 1\n",
      "C565117 = 1\n",
      "C565118 = 1\n",
      "C565119 = 1\n",
      "C565120 = 1\n",
      "C565121 = 1\n",
      "C565122 = 1\n",
      "C565123 = 1\n",
      "C565124 = 1\n",
      "C565125 = 1\n",
      "C565126 = 1\n",
      "C565127 = 1\n",
      "C565128 = 1\n",
      "C565129 = 1\n",
      "C565130 = 1\n",
      "C565131 = 1\n",
      "C565132 = 1\n",
      "C565133 = 1\n",
      "C565134 = 1\n",
      "C565135 = 1\n",
      "C565136 = 1\n",
      "C565137 = 1\n",
      "C565138 = 1\n",
      "C565139 = 1\n",
      "C565140 = 1\n",
      "C565141 = 1\n",
      "C565142 = 1\n",
      "C565143 = 1\n",
      "C565146 = 1\n",
      "C565147 = 1\n",
      "C565148 = 1\n",
      "C565149 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C565150 = 1\n",
      "C565151 = 1\n",
      "C565152 = 1\n",
      "C565153 = 1\n",
      "C565154 = 1\n",
      "C565155 = 1\n",
      "C565156 = 1\n",
      "C565157 = 1\n",
      "C565158 = 1\n",
      "C565159 = 1\n",
      "C565160 = 1\n",
      "C565161 = 1\n",
      "C565162 = 1\n",
      "C565163 = 1\n",
      "C565164 = 1\n",
      "C565165 = 1\n",
      "C565166 = 1\n",
      "C565167 = 1\n",
      "C565168 = 1\n",
      "C565169 = 1\n",
      "C565170 = 1\n",
      "C565171 = 1\n",
      "C565172 = 1\n",
      "C565173 = 1\n",
      "C565174 = 1\n",
      "C565175 = 1\n",
      "C565176 = 1\n",
      "C565177 = 1\n",
      "C565178 = 1\n",
      "C565179 = 1\n",
      "C565180 = 1\n",
      "C565181 = 1\n",
      "C565182 = 1\n",
      "C565183 = 1\n",
      "C565184 = 1\n",
      "C565185 = 1\n",
      "C565186 = 1\n",
      "C565187 = 1\n",
      "C565188 = 1\n",
      "C565189 = 1\n",
      "C565190 = 1\n",
      "C565191 = 1\n",
      "C565194 = 1\n",
      "C565195 = 1\n",
      "C565196 = 1\n",
      "C565197 = 1\n",
      "C565198 = 1\n",
      "C565199 = 1\n",
      "C565200 = 1\n",
      "C565201 = 1\n",
      "C565202 = 1\n",
      "C565203 = 1\n",
      "C565204 = 1\n",
      "C565205 = 1\n",
      "C565206 = 1\n",
      "C565207 = 1\n",
      "C565208 = 1\n",
      "C565209 = 1\n",
      "C565210 = 1\n",
      "C565211 = 1\n",
      "C565212 = 1\n",
      "C565213 = 1\n",
      "C565214 = 1\n",
      "C565215 = 1\n",
      "C565216 = 1\n",
      "C565217 = 1\n",
      "C565218 = 1\n",
      "C565219 = 1\n",
      "C565220 = 1\n",
      "C565221 = 1\n",
      "C565222 = 1\n",
      "C565223 = 1\n",
      "C565224 = 1\n",
      "C565225 = 1\n",
      "C565226 = 1\n",
      "C565227 = 1\n",
      "C565228 = 1\n",
      "C565229 = 1\n",
      "C565230 = 1\n",
      "C565231 = 1\n",
      "C565232 = 1\n",
      "C565233 = 1\n",
      "C565234 = 1\n",
      "C565235 = 1\n",
      "C565236 = 1\n",
      "C565237 = 1\n",
      "C565238 = 1\n",
      "C565239 = 1\n",
      "C565242 = 0\n",
      "C565243 = 1\n",
      "C565244 = 1\n",
      "C565245 = 1\n",
      "C565246 = 1\n",
      "C565247 = 1\n",
      "C565248 = 1\n",
      "C565249 = 1\n",
      "C565250 = 1\n",
      "C565251 = 1\n",
      "C565252 = 1\n",
      "C565253 = 1\n",
      "C565254 = 1\n",
      "C565255 = 1\n",
      "C565256 = 1\n",
      "C565257 = 1\n",
      "C565258 = 1\n",
      "C565259 = 1\n",
      "C565260 = 1\n",
      "C565261 = 1\n",
      "C565262 = 1\n",
      "C565263 = 1\n",
      "C565264 = 1\n",
      "C565265 = 1\n",
      "C565266 = 1\n",
      "C565267 = 1\n",
      "C565268 = 1\n",
      "C565269 = 1\n",
      "C565270 = 1\n",
      "C565271 = 1\n",
      "C565272 = 1\n",
      "C565273 = 1\n",
      "C565274 = 1\n",
      "C565275 = 1\n",
      "C565276 = 1\n",
      "C565277 = 1\n",
      "C565278 = 1\n",
      "C565279 = 1\n",
      "C565280 = 1\n",
      "C565281 = 1\n",
      "C565282 = 1\n",
      "C565283 = 1\n",
      "C565284 = 1\n",
      "C565285 = 1\n",
      "C565286 = 1\n",
      "C565287 = 1\n",
      "C565290 = 0\n",
      "C565291 = 1\n",
      "C565292 = 1\n",
      "C565293 = 1\n",
      "C565294 = 1\n",
      "C565295 = 1\n",
      "C565296 = 1\n",
      "C565297 = 1\n",
      "C565298 = 1\n",
      "C565299 = 1\n",
      "C565300 = 1\n",
      "C565301 = 1\n",
      "C565302 = 1\n",
      "C565303 = 1\n",
      "C565304 = 1\n",
      "C565305 = 1\n",
      "C565306 = 1\n",
      "C565307 = 1\n",
      "C565308 = 1\n",
      "C565309 = 1\n",
      "C565310 = 1\n",
      "C565311 = 1\n",
      "C565312 = 1\n",
      "C565313 = 1\n",
      "C565314 = 1\n",
      "C565315 = 1\n",
      "C565316 = 1\n",
      "C565317 = 1\n",
      "C565318 = 1\n",
      "C565319 = 1\n",
      "C565320 = 1\n",
      "C565321 = 1\n",
      "C565322 = 1\n",
      "C565323 = 1\n",
      "C565324 = 1\n",
      "C565325 = 1\n",
      "C565326 = 1\n",
      "C565327 = 1\n",
      "C565328 = 1\n",
      "C565329 = 1\n",
      "C565330 = 1\n",
      "C565331 = 1\n",
      "C565332 = 1\n",
      "C565333 = 1\n",
      "C565334 = 1\n",
      "C565335 = 1\n",
      "C565340 = 1\n",
      "C565341 = 1\n",
      "C565342 = 1\n",
      "C565343 = 1\n",
      "C565344 = 1\n",
      "C565345 = 1\n",
      "C565346 = 1\n",
      "C565347 = 1\n",
      "C565348 = 1\n",
      "C565349 = 1\n",
      "C565350 = 1\n",
      "C565351 = 1\n",
      "C565352 = 1\n",
      "C565353 = 1\n",
      "C565354 = 1\n",
      "C565355 = 1\n",
      "C565356 = 1\n",
      "C565357 = 1\n",
      "C565358 = 1\n",
      "C565359 = 1\n",
      "C565360 = 1\n",
      "C565361 = 1\n",
      "C565362 = 1\n",
      "C565363 = 1\n",
      "C565364 = 1\n",
      "C565365 = 1\n",
      "C565366 = 1\n",
      "C565367 = 1\n",
      "C565368 = 1\n",
      "C565369 = 1\n",
      "C565370 = 1\n",
      "C565371 = 1\n",
      "C565372 = 1\n",
      "C565373 = 1\n",
      "C565374 = 1\n",
      "C565375 = 1\n",
      "C565376 = 1\n",
      "C565377 = 1\n",
      "C565378 = 1\n",
      "C565379 = 1\n",
      "C565380 = 1\n",
      "C565381 = 1\n",
      "C565382 = 1\n",
      "C565383 = 1\n",
      "C565388 = 1\n",
      "C565389 = 1\n",
      "C565390 = 1\n",
      "C565391 = 1\n",
      "C565392 = 1\n",
      "C565393 = 1\n",
      "C565394 = 1\n",
      "C565395 = 1\n",
      "C565396 = 1\n",
      "C565397 = 1\n",
      "C565398 = 1\n",
      "C565399 = 1\n",
      "C565400 = 1\n",
      "C565401 = 1\n",
      "C565402 = 1\n",
      "C565403 = 1\n",
      "C565404 = 1\n",
      "C565405 = 1\n",
      "C565406 = 1\n",
      "C565407 = 1\n",
      "C565408 = 1\n",
      "C565409 = 1\n",
      "C565410 = 1\n",
      "C565411 = 1\n",
      "C565412 = 1\n",
      "C565413 = 1\n",
      "C565414 = 1\n",
      "C565415 = 1\n",
      "C565416 = 1\n",
      "C565417 = 1\n",
      "C565418 = 1\n",
      "C565419 = 1\n",
      "C565420 = 1\n",
      "C565421 = 1\n",
      "C565422 = 1\n",
      "C565423 = 1\n",
      "C565424 = 1\n",
      "C565425 = 1\n",
      "C565426 = 1\n",
      "C565427 = 1\n",
      "C565428 = 1\n",
      "C565429 = 1\n",
      "C565430 = 1\n",
      "C565431 = 1\n",
      "C565436 = 1\n",
      "C565437 = 1\n",
      "C565438 = 1\n",
      "C565439 = 1\n",
      "C565440 = 1\n",
      "C565441 = 1\n",
      "C565442 = 1\n",
      "C565443 = 1\n",
      "C565444 = 1\n",
      "C565445 = 1\n",
      "C565446 = 1\n",
      "C565447 = 1\n",
      "C565448 = 1\n",
      "C565449 = 1\n",
      "C565450 = 1\n",
      "C565451 = 1\n",
      "C565452 = 1\n",
      "C565453 = 1\n",
      "C565454 = 1\n",
      "C565455 = 1\n",
      "C565456 = 1\n",
      "C565457 = 1\n",
      "C565458 = 1\n",
      "C565459 = 1\n",
      "C565460 = 1\n",
      "C565461 = 1\n",
      "C565462 = 1\n",
      "C565463 = 1\n",
      "C565464 = 1\n",
      "C565465 = 1\n",
      "C565466 = 1\n",
      "C565467 = 1\n",
      "C565468 = 1\n",
      "C565469 = 1\n",
      "C565470 = 1\n",
      "C565471 = 1\n",
      "C565472 = 1\n",
      "C565473 = 1\n",
      "C565474 = 1\n",
      "C565475 = 1\n",
      "C565476 = 1\n",
      "C565477 = 1\n",
      "C565478 = 1\n",
      "C565479 = 1\n",
      "C565484 = 1\n",
      "C565485 = 1\n",
      "C565486 = 1\n",
      "C565487 = 1\n",
      "C565488 = 1\n",
      "C565489 = 1\n",
      "C565490 = 1\n",
      "C565491 = 1\n",
      "C565492 = 1\n",
      "C565493 = 1\n",
      "C565494 = 1\n",
      "C565495 = 1\n",
      "C565496 = 1\n",
      "C565497 = 1\n",
      "C565498 = 1\n",
      "C565499 = 1\n",
      "C565500 = 1\n",
      "C565501 = 1\n",
      "C565502 = 1\n",
      "C565503 = 1\n",
      "C565504 = 1\n",
      "C565505 = 1\n",
      "C565506 = 1\n",
      "C565507 = 1\n",
      "C565508 = 1\n",
      "C565509 = 1\n",
      "C565510 = 1\n",
      "C565511 = 1\n",
      "C565512 = 1\n",
      "C565513 = 1\n",
      "C565514 = 1\n",
      "C565515 = 1\n",
      "C565516 = 1\n",
      "C565517 = 1\n",
      "C565518 = 1\n",
      "C565519 = 1\n",
      "C565520 = 1\n",
      "C565521 = 1\n",
      "C565522 = 1\n",
      "C565523 = 1\n",
      "C565524 = 1\n",
      "C565525 = 1\n",
      "C565526 = 1\n",
      "C565527 = 1\n",
      "C565536 = 1\n",
      "C565537 = 1\n",
      "C565538 = 1\n",
      "C565539 = 1\n",
      "C565540 = 1\n",
      "C565541 = 1\n",
      "C565542 = 1\n",
      "C565543 = 1\n",
      "C565544 = 1\n",
      "C565545 = 1\n",
      "C565546 = 1\n",
      "C565547 = 1\n",
      "C565548 = 1\n",
      "C565549 = 1\n",
      "C565550 = 1\n",
      "C565551 = 1\n",
      "C565552 = 1\n",
      "C565553 = 1\n",
      "C565554 = 1\n",
      "C565555 = 1\n",
      "C565556 = 1\n",
      "C565557 = 1\n",
      "C565558 = 1\n",
      "C565559 = 1\n",
      "C565560 = 1\n",
      "C565561 = 1\n",
      "C565562 = 1\n",
      "C565563 = 1\n",
      "C565564 = 1\n",
      "C565565 = 1\n",
      "C565566 = 1\n",
      "C565567 = 1\n",
      "C565568 = 1\n",
      "C565569 = 1\n",
      "C565570 = 1\n",
      "C565571 = 1\n",
      "C565572 = 1\n",
      "C565573 = 1\n",
      "C565574 = 1\n",
      "C565575 = 1\n",
      "C565586 = 1\n",
      "C565587 = 1\n",
      "C565588 = 1\n",
      "C565589 = 1\n",
      "C565590 = 1\n",
      "C565591 = 1\n",
      "C565592 = 1\n",
      "C565593 = 1\n",
      "C565595 = 1\n",
      "C565596 = 1\n",
      "C565597 = 1\n",
      "C565599 = 1\n",
      "C565601 = 1\n",
      "C565602 = 1\n",
      "C565604 = 1\n",
      "C565605 = 1\n",
      "C565606 = 1\n",
      "C565607 = 1\n",
      "C565608 = 1\n",
      "C565609 = 1\n",
      "C565610 = 1\n",
      "C565611 = 1\n",
      "C565612 = 1\n",
      "C565613 = 1\n",
      "C565614 = 1\n",
      "C565615 = 1\n",
      "C565616 = 1\n",
      "C565617 = 1\n",
      "C565618 = 1\n",
      "C565619 = 1\n",
      "C565620 = 1\n",
      "C565621 = 1\n",
      "C565622 = 1\n",
      "C565623 = 1\n",
      "C565630 = 1\n",
      "C565631 = 1\n",
      "C565632 = 1\n",
      "C565633 = 1\n",
      "C565634 = 1\n",
      "C565636 = 1\n",
      "C565637 = 1\n",
      "C565639 = 1\n",
      "C565640 = 1\n",
      "C565641 = 1\n",
      "C565642 = 1\n",
      "C565643 = 1\n",
      "C565644 = 1\n",
      "C565645 = 1\n",
      "C565646 = 1\n",
      "C565647 = 1\n",
      "C565648 = 1\n",
      "C565649 = 1\n",
      "C565650 = 1\n",
      "C565651 = 1\n",
      "C565652 = 1\n",
      "C565653 = 1\n",
      "C565654 = 1\n",
      "C565655 = 1\n",
      "C565656 = 1\n",
      "C565657 = 1\n",
      "C565658 = 1\n",
      "C565659 = 1\n",
      "C565660 = 1\n",
      "C565661 = 1\n",
      "C565662 = 1\n",
      "C565663 = 1\n",
      "C565664 = 1\n",
      "C565665 = 1\n",
      "C565666 = 1\n",
      "C565667 = 1\n",
      "C565668 = 1\n",
      "C565669 = 1\n",
      "C565670 = 1\n",
      "C565671 = 1\n",
      "C565679 = 1\n",
      "C565680 = 1\n",
      "C565683 = 1\n",
      "C565687 = 1\n",
      "C565688 = 1\n",
      "C565689 = 1\n",
      "C565690 = 1\n",
      "C565697 = 1\n",
      "C565698 = 1\n",
      "C565699 = 1\n",
      "C565700 = 1\n",
      "C565701 = 1\n",
      "C565702 = 1\n",
      "C565703 = 1\n",
      "C565704 = 1\n",
      "C565705 = 1\n",
      "C565706 = 1\n",
      "C565707 = 1\n",
      "C565708 = 1\n",
      "C565709 = 1\n",
      "C565710 = 1\n",
      "C565711 = 1\n",
      "C565712 = 1\n",
      "C565713 = 1\n",
      "C565714 = 1\n",
      "C565715 = 1\n",
      "C565716 = 1\n",
      "C565717 = 1\n",
      "C565718 = 1\n",
      "C565719 = 1\n",
      "C565723 = 1\n",
      "C565724 = 1\n",
      "C565725 = 1\n",
      "C565726 = 1\n",
      "C565727 = 1\n",
      "C565728 = 1\n",
      "C565729 = 1\n",
      "C565730 = 1\n",
      "C565731 = 1\n",
      "C565732 = 1\n",
      "C565733 = 1\n",
      "C565734 = 1\n",
      "C565735 = 1\n",
      "C565736 = 1\n",
      "C565737 = 1\n",
      "C565738 = 1\n",
      "C565739 = 1\n",
      "C565740 = 1\n",
      "C565741 = 1\n",
      "C565742 = 1\n",
      "C565743 = 1\n",
      "C565744 = 1\n",
      "C565745 = 1\n",
      "C565746 = 1\n",
      "C565747 = 1\n",
      "C565748 = 1\n",
      "C565749 = 1\n",
      "C565750 = 1\n",
      "C565751 = 1\n",
      "C565752 = 1\n",
      "C565753 = 1\n",
      "C565754 = 1\n",
      "C565755 = 1\n",
      "C565756 = 1\n",
      "C565757 = 1\n",
      "C565758 = 1\n",
      "C565759 = 1\n",
      "C565760 = 1\n",
      "C565761 = 1\n",
      "C565762 = 1\n",
      "C565763 = 1\n",
      "C565764 = 1\n",
      "C565765 = 1\n",
      "C565766 = 1\n",
      "C565767 = 1\n",
      "C565772 = 1\n",
      "C565773 = 1\n",
      "C565774 = 1\n",
      "C565775 = 1\n",
      "C565776 = 1\n",
      "C565777 = 1\n",
      "C565778 = 1\n",
      "C565779 = 1\n",
      "C565780 = 1\n",
      "C565781 = 1\n",
      "C565782 = 1\n",
      "C565783 = 1\n",
      "C565784 = 1\n",
      "C565785 = 1\n",
      "C565786 = 1\n",
      "C565787 = 1\n",
      "C565788 = 1\n",
      "C565789 = 1\n",
      "C565790 = 1\n",
      "C565791 = 1\n",
      "C565792 = 1\n",
      "C565793 = 1\n",
      "C565794 = 1\n",
      "C565795 = 1\n",
      "C565796 = 1\n",
      "C565797 = 1\n",
      "C565798 = 1\n",
      "C565799 = 1\n",
      "C565800 = 1\n",
      "C565801 = 1\n",
      "C565802 = 1\n",
      "C565803 = 1\n",
      "C565804 = 1\n",
      "C565805 = 1\n",
      "C565806 = 1\n",
      "C565807 = 1\n",
      "C565808 = 1\n",
      "C565809 = 1\n",
      "C565810 = 1\n",
      "C565811 = 1\n",
      "C565812 = 1\n",
      "C565813 = 1\n",
      "C565814 = 1\n",
      "C565815 = 1\n",
      "C565823 = 1\n",
      "C565824 = 1\n",
      "C565825 = 1\n",
      "C565826 = 1\n",
      "C565827 = 1\n",
      "C565828 = 1\n",
      "C565830 = 1\n",
      "C565831 = 1\n",
      "C565833 = 1\n",
      "C565837 = 1\n",
      "C565838 = 1\n",
      "C565839 = 1\n",
      "C565840 = 1\n",
      "C565841 = 1\n",
      "C565842 = 1\n",
      "C565843 = 1\n",
      "C565844 = 1\n",
      "C565845 = 1\n",
      "C565846 = 1\n",
      "C565847 = 1\n",
      "C565848 = 1\n",
      "C565849 = 1\n",
      "C565850 = 1\n",
      "C565851 = 1\n",
      "C565852 = 1\n",
      "C565853 = 1\n",
      "C565854 = 1\n",
      "C565855 = 1\n",
      "C565856 = 1\n",
      "C565857 = 1\n",
      "C565858 = 1\n",
      "C565859 = 1\n",
      "C565860 = 1\n",
      "C565861 = 1\n",
      "C565862 = 1\n",
      "C565863 = 1\n",
      "C565868 = 1\n",
      "C565869 = 1\n",
      "C565870 = 1\n",
      "C565871 = 1\n",
      "C565872 = 1\n",
      "C565873 = 1\n",
      "C565874 = 1\n",
      "C565875 = 1\n",
      "C565876 = 1\n",
      "C565877 = 1\n",
      "C565878 = 1\n",
      "C565879 = 1\n",
      "C565880 = 1\n",
      "C565881 = 1\n",
      "C565882 = 1\n",
      "C565883 = 1\n",
      "C565884 = 1\n",
      "C565885 = 1\n",
      "C565886 = 1\n",
      "C565887 = 1\n",
      "C565888 = 1\n",
      "C565889 = 1\n",
      "C565890 = 1\n",
      "C565891 = 1\n",
      "C565892 = 1\n",
      "C565893 = 1\n",
      "C565894 = 1\n",
      "C565895 = 1\n",
      "C565896 = 1\n",
      "C565897 = 1\n",
      "C565898 = 1\n",
      "C565899 = 1\n",
      "C565900 = 1\n",
      "C565901 = 1\n",
      "C565902 = 1\n",
      "C565903 = 1\n",
      "C565904 = 1\n",
      "C565905 = 1\n",
      "C565906 = 1\n",
      "C565907 = 1\n",
      "C565908 = 1\n",
      "C565909 = 1\n",
      "C565910 = 1\n",
      "C565911 = 1\n",
      "C565916 = 1\n",
      "C565917 = 1\n",
      "C565918 = 1\n",
      "C565919 = 1\n",
      "C565920 = 1\n",
      "C565921 = 1\n",
      "C565922 = 1\n",
      "C565923 = 1\n",
      "C565924 = 1\n",
      "C565925 = 1\n",
      "C565926 = 1\n",
      "C565927 = 1\n",
      "C565928 = 1\n",
      "C565929 = 1\n",
      "C565930 = 1\n",
      "C565931 = 1\n",
      "C565932 = 1\n",
      "C565933 = 1\n",
      "C565934 = 1\n",
      "C565935 = 1\n",
      "C565936 = 1\n",
      "C565937 = 1\n",
      "C565938 = 1\n",
      "C565939 = 1\n",
      "C565940 = 1\n",
      "C565941 = 1\n",
      "C565942 = 1\n",
      "C565943 = 1\n",
      "C565944 = 1\n",
      "C565945 = 1\n",
      "C565946 = 1\n",
      "C565947 = 1\n",
      "C565948 = 1\n",
      "C565949 = 1\n",
      "C565950 = 1\n",
      "C565951 = 1\n",
      "C565952 = 1\n",
      "C565953 = 1\n",
      "C565954 = 1\n",
      "C565955 = 1\n",
      "C565956 = 1\n",
      "C565957 = 1\n",
      "C565958 = 1\n",
      "C565959 = 1\n",
      "C565963 = 1\n",
      "C565964 = 1\n",
      "C565965 = 1\n",
      "C565966 = 1\n",
      "C565967 = 1\n",
      "C565968 = 1\n",
      "C565969 = 1\n",
      "C565970 = 1\n",
      "C565971 = 1\n",
      "C565972 = 1\n",
      "C565973 = 1\n",
      "C565974 = 1\n",
      "C565975 = 1\n",
      "C565976 = 1\n",
      "C565977 = 1\n",
      "C565978 = 1\n",
      "C565979 = 1\n",
      "C565980 = 1\n",
      "C565981 = 1\n",
      "C565982 = 1\n",
      "C565983 = 1\n",
      "C565984 = 1\n",
      "C565985 = 1\n",
      "C565986 = 1\n",
      "C565987 = 1\n",
      "C565988 = 1\n",
      "C565989 = 1\n",
      "C565990 = 1\n",
      "C565991 = 1\n",
      "C565992 = 1\n",
      "C565993 = 1\n",
      "C565994 = 1\n",
      "C565995 = 1\n",
      "C565996 = 1\n",
      "C565997 = 1\n",
      "C565998 = 1\n",
      "C565999 = 1\n",
      "C566000 = 1\n",
      "C566001 = 1\n",
      "C566002 = 1\n",
      "C566003 = 1\n",
      "C566004 = 1\n",
      "C566005 = 1\n",
      "C566006 = 1\n",
      "C566007 = 1\n",
      "C566015 = 1\n",
      "C566016 = 1\n",
      "C566018 = 1\n",
      "C566019 = 1\n",
      "C566022 = 1\n",
      "C566023 = 1\n",
      "C566024 = 1\n",
      "C566025 = 1\n",
      "C566026 = 1\n",
      "C566029 = 1\n",
      "C566031 = 1\n",
      "C566032 = 1\n",
      "C566033 = 1\n",
      "C566034 = 1\n",
      "C566035 = 1\n",
      "C566036 = 1\n",
      "C566037 = 1\n",
      "C566038 = 1\n",
      "C566039 = 1\n",
      "C566040 = 1\n",
      "C566041 = 1\n",
      "C566042 = 1\n",
      "C566043 = 1\n",
      "C566044 = 1\n",
      "C566045 = 1\n",
      "C566046 = 1\n",
      "C566047 = 1\n",
      "C566048 = 1\n",
      "C566049 = 1\n",
      "C566050 = 1\n",
      "C566051 = 1\n",
      "C566052 = 1\n",
      "C566053 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C566054 = 1\n",
      "C566055 = 1\n",
      "C566060 = 1\n",
      "C566061 = 1\n",
      "C566062 = 1\n",
      "C566063 = 1\n",
      "C566064 = 1\n",
      "C566065 = 1\n",
      "C566066 = 1\n",
      "C566067 = 1\n",
      "C566068 = 1\n",
      "C566069 = 1\n",
      "C566070 = 1\n",
      "C566071 = 1\n",
      "C566072 = 1\n",
      "C566073 = 1\n",
      "C566074 = 1\n",
      "C566075 = 1\n",
      "C566076 = 1\n",
      "C566077 = 1\n",
      "C566078 = 1\n",
      "C566079 = 1\n",
      "C566080 = 1\n",
      "C566081 = 1\n",
      "C566082 = 1\n",
      "C566083 = 1\n",
      "C566084 = 1\n",
      "C566085 = 1\n",
      "C566086 = 1\n",
      "C566087 = 1\n",
      "C566088 = 1\n",
      "C566089 = 1\n",
      "C566090 = 1\n",
      "C566091 = 1\n",
      "C566092 = 1\n",
      "C566093 = 1\n",
      "C566094 = 1\n",
      "C566095 = 1\n",
      "C566096 = 1\n",
      "C566097 = 1\n",
      "C566098 = 1\n",
      "C566099 = 1\n",
      "C566100 = 1\n",
      "C566101 = 1\n",
      "C566102 = 1\n",
      "C566103 = 1\n",
      "C566109 = 1\n",
      "C566110 = 1\n",
      "C566111 = 1\n",
      "C566112 = 1\n",
      "C566113 = 1\n",
      "C566114 = 1\n",
      "C566115 = 1\n",
      "C566116 = 1\n",
      "C566117 = 1\n",
      "C566118 = 1\n",
      "C566119 = 1\n",
      "C566120 = 1\n",
      "C566121 = 1\n",
      "C566122 = 1\n",
      "C566123 = 1\n",
      "C566124 = 1\n",
      "C566125 = 1\n",
      "C566126 = 1\n",
      "C566127 = 1\n",
      "C566128 = 1\n",
      "C566129 = 1\n",
      "C566130 = 1\n",
      "C566131 = 1\n",
      "C566132 = 1\n",
      "C566133 = 1\n",
      "C566134 = 1\n",
      "C566135 = 1\n",
      "C566136 = 1\n",
      "C566137 = 1\n",
      "C566138 = 1\n",
      "C566139 = 1\n",
      "C566140 = 1\n",
      "C566141 = 1\n",
      "C566142 = 1\n",
      "C566143 = 1\n",
      "C566144 = 1\n",
      "C566145 = 1\n",
      "C566146 = 1\n",
      "C566147 = 1\n",
      "C566148 = 1\n",
      "C566149 = 1\n",
      "C566150 = 1\n",
      "C566151 = 1\n",
      "C566155 = 1\n",
      "C566156 = 1\n",
      "C566157 = 1\n",
      "C566158 = 1\n",
      "C566159 = 1\n",
      "C566160 = 1\n",
      "C566161 = 1\n",
      "C566162 = 1\n",
      "C566163 = 1\n",
      "C566164 = 1\n",
      "C566165 = 1\n",
      "C566166 = 1\n",
      "C566167 = 1\n",
      "C566168 = 1\n",
      "C566169 = 1\n",
      "C566170 = 1\n",
      "C566171 = 1\n",
      "C566172 = 1\n",
      "C566173 = 1\n",
      "C566174 = 1\n",
      "C566175 = 1\n",
      "C566176 = 1\n",
      "C566177 = 1\n",
      "C566178 = 1\n",
      "C566179 = 1\n",
      "C566180 = 1\n",
      "C566181 = 1\n",
      "C566182 = 1\n",
      "C566183 = 1\n",
      "C566184 = 1\n",
      "C566185 = 1\n",
      "C566186 = 1\n",
      "C566187 = 1\n",
      "C566188 = 1\n",
      "C566189 = 1\n",
      "C566190 = 1\n",
      "C566191 = 1\n",
      "C566192 = 1\n",
      "C566193 = 1\n",
      "C566194 = 1\n",
      "C566195 = 1\n",
      "C566196 = 1\n",
      "C566197 = 1\n",
      "C566198 = 1\n",
      "C566199 = 1\n",
      "C566203 = 1\n",
      "C566204 = 1\n",
      "C566205 = 1\n",
      "C566206 = 1\n",
      "C566207 = 1\n",
      "C566208 = 1\n",
      "C566209 = 1\n",
      "C566210 = 1\n",
      "C566211 = 1\n",
      "C566212 = 1\n",
      "C566213 = 1\n",
      "C566214 = 1\n",
      "C566215 = 1\n",
      "C566216 = 1\n",
      "C566217 = 1\n",
      "C566218 = 1\n",
      "C566219 = 1\n",
      "C566220 = 1\n",
      "C566221 = 1\n",
      "C566222 = 1\n",
      "C566223 = 1\n",
      "C566224 = 1\n",
      "C566225 = 1\n",
      "C566226 = 1\n",
      "C566227 = 1\n",
      "C566228 = 1\n",
      "C566229 = 1\n",
      "C566230 = 1\n",
      "C566231 = 1\n",
      "C566232 = 1\n",
      "C566233 = 1\n",
      "C566234 = 1\n",
      "C566235 = 1\n",
      "C566236 = 1\n",
      "C566237 = 1\n",
      "C566238 = 1\n",
      "C566239 = 1\n",
      "C566240 = 1\n",
      "C566241 = 1\n",
      "C566242 = 1\n",
      "C566243 = 1\n",
      "C566244 = 1\n",
      "C566245 = 1\n",
      "C566246 = 1\n",
      "C566247 = 1\n",
      "C566252 = 1\n",
      "C566253 = 1\n",
      "C566254 = 1\n",
      "C566256 = 1\n",
      "C566257 = 1\n",
      "C566258 = 1\n",
      "C566259 = 1\n",
      "C566260 = 1\n",
      "C566261 = 1\n",
      "C566262 = 1\n",
      "C566263 = 1\n",
      "C566264 = 1\n",
      "C566265 = 1\n",
      "C566266 = 1\n",
      "C566267 = 1\n",
      "C566268 = 1\n",
      "C566269 = 1\n",
      "C566270 = 1\n",
      "C566271 = 1\n",
      "C566272 = 1\n",
      "C566273 = 1\n",
      "C566274 = 1\n",
      "C566275 = 1\n",
      "C566276 = 1\n",
      "C566277 = 1\n",
      "C566278 = 1\n",
      "C566279 = 1\n",
      "C566280 = 1\n",
      "C566281 = 1\n",
      "C566282 = 1\n",
      "C566283 = 1\n",
      "C566284 = 1\n",
      "C566285 = 1\n",
      "C566286 = 1\n",
      "C566287 = 1\n",
      "C566288 = 1\n",
      "C566289 = 1\n",
      "C566290 = 1\n",
      "C566291 = 1\n",
      "C566292 = 1\n",
      "C566293 = 1\n",
      "C566294 = 1\n",
      "C566295 = 1\n",
      "C566300 = 1\n",
      "C566301 = 1\n",
      "C566302 = 1\n",
      "C566303 = 1\n",
      "C566304 = 1\n",
      "C566305 = 1\n",
      "C566306 = 1\n",
      "C566307 = 1\n",
      "C566308 = 1\n",
      "C566309 = 1\n",
      "C566310 = 1\n",
      "C566311 = 1\n",
      "C566312 = 1\n",
      "C566313 = 1\n",
      "C566314 = 1\n",
      "C566315 = 1\n",
      "C566316 = 1\n",
      "C566317 = 1\n",
      "C566318 = 1\n",
      "C566319 = 1\n",
      "C566320 = 1\n",
      "C566321 = 1\n",
      "C566322 = 1\n",
      "C566323 = 1\n",
      "C566324 = 1\n",
      "C566325 = 1\n",
      "C566326 = 1\n",
      "C566327 = 1\n",
      "C566328 = 1\n",
      "C566329 = 1\n",
      "C566330 = 1\n",
      "C566331 = 1\n",
      "C566332 = 1\n",
      "C566333 = 1\n",
      "C566334 = 1\n",
      "C566335 = 1\n",
      "C566336 = 1\n",
      "C566337 = 1\n",
      "C566338 = 1\n",
      "C566339 = 1\n",
      "C566340 = 1\n",
      "C566341 = 1\n",
      "C566342 = 1\n",
      "C566343 = 1\n",
      "C566347 = 1\n",
      "C566348 = 1\n",
      "C566349 = 1\n",
      "C566350 = 1\n",
      "C566351 = 1\n",
      "C566352 = 1\n",
      "C566353 = 1\n",
      "C566354 = 1\n",
      "C566355 = 1\n",
      "C566356 = 1\n",
      "C566357 = 1\n",
      "C566358 = 1\n",
      "C566359 = 1\n",
      "C566360 = 1\n",
      "C566361 = 1\n",
      "C566362 = 1\n",
      "C566363 = 1\n",
      "C566364 = 1\n",
      "C566365 = 1\n",
      "C566366 = 1\n",
      "C566367 = 1\n",
      "C566368 = 1\n",
      "C566369 = 1\n",
      "C566370 = 1\n",
      "C566371 = 1\n",
      "C566372 = 1\n",
      "C566373 = 1\n",
      "C566374 = 1\n",
      "C566375 = 1\n",
      "C566376 = 1\n",
      "C566377 = 1\n",
      "C566378 = 1\n",
      "C566379 = 1\n",
      "C566380 = 1\n",
      "C566381 = 1\n",
      "C566382 = 1\n",
      "C566383 = 1\n",
      "C566384 = 1\n",
      "C566385 = 1\n",
      "C566386 = 1\n",
      "C566387 = 1\n",
      "C566388 = 1\n",
      "C566389 = 1\n",
      "C566390 = 1\n",
      "C566391 = 1\n",
      "C566397 = 1\n",
      "C566398 = 1\n",
      "C566399 = 1\n",
      "C566400 = 1\n",
      "C566401 = 1\n",
      "C566402 = 1\n",
      "C566403 = 1\n",
      "C566404 = 1\n",
      "C566405 = 1\n",
      "C566406 = 1\n",
      "C566407 = 1\n",
      "C566408 = 1\n",
      "C566409 = 1\n",
      "C566410 = 1\n",
      "C566411 = 1\n",
      "C566412 = 1\n",
      "C566413 = 1\n",
      "C566414 = 1\n",
      "C566415 = 1\n",
      "C566416 = 1\n",
      "C566417 = 1\n",
      "C566418 = 1\n",
      "C566419 = 1\n",
      "C566420 = 1\n",
      "C566421 = 1\n",
      "C566422 = 1\n",
      "C566423 = 1\n",
      "C566424 = 1\n",
      "C566425 = 1\n",
      "C566426 = 1\n",
      "C566427 = 1\n",
      "C566428 = 1\n",
      "C566429 = 1\n",
      "C566430 = 1\n",
      "C566431 = 1\n",
      "C566432 = 1\n",
      "C566433 = 1\n",
      "C566434 = 1\n",
      "C566435 = 1\n",
      "C566436 = 1\n",
      "C566437 = 1\n",
      "C566438 = 1\n",
      "C566439 = 1\n",
      "C566443 = 1\n",
      "C566444 = 1\n",
      "C566445 = 1\n",
      "C566446 = 1\n",
      "C566447 = 1\n",
      "C566448 = 1\n",
      "C566449 = 1\n",
      "C566450 = 1\n",
      "C566451 = 1\n",
      "C566452 = 1\n",
      "C566453 = 1\n",
      "C566454 = 1\n",
      "C566455 = 1\n",
      "C566456 = 1\n",
      "C566457 = 1\n",
      "C566458 = 1\n",
      "C566459 = 1\n",
      "C566460 = 1\n",
      "C566461 = 1\n",
      "C566462 = 1\n",
      "C566463 = 1\n",
      "C566464 = 1\n",
      "C566465 = 1\n",
      "C566466 = 1\n",
      "C566467 = 1\n",
      "C566468 = 1\n",
      "C566469 = 1\n",
      "C566470 = 1\n",
      "C566471 = 1\n",
      "C566472 = 1\n",
      "C566473 = 1\n",
      "C566474 = 1\n",
      "C566475 = 1\n",
      "C566476 = 1\n",
      "C566477 = 1\n",
      "C566478 = 1\n",
      "C566479 = 1\n",
      "C566480 = 1\n",
      "C566481 = 1\n",
      "C566482 = 1\n",
      "C566483 = 1\n",
      "C566484 = 1\n",
      "C566485 = 1\n",
      "C566486 = 1\n",
      "C566487 = 1\n",
      "C566491 = 1\n",
      "C566492 = 1\n",
      "C566493 = 1\n",
      "C566494 = 1\n",
      "C566495 = 1\n",
      "C566496 = 1\n",
      "C566497 = 1\n",
      "C566498 = 1\n",
      "C566499 = 1\n",
      "C566500 = 1\n",
      "C566501 = 1\n",
      "C566502 = 1\n",
      "C566503 = 1\n",
      "C566504 = 1\n",
      "C566505 = 1\n",
      "C566506 = 1\n",
      "C566507 = 1\n",
      "C566508 = 1\n",
      "C566509 = 1\n",
      "C566510 = 1\n",
      "C566511 = 1\n",
      "C566512 = 1\n",
      "C566513 = 1\n",
      "C566514 = 1\n",
      "C566515 = 1\n",
      "C566516 = 1\n",
      "C566517 = 1\n",
      "C566518 = 1\n",
      "C566519 = 1\n",
      "C566520 = 1\n",
      "C566521 = 1\n",
      "C566522 = 1\n",
      "C566523 = 1\n",
      "C566524 = 1\n",
      "C566525 = 1\n",
      "C566526 = 1\n",
      "C566527 = 1\n",
      "C566528 = 1\n",
      "C566529 = 1\n",
      "C566530 = 1\n",
      "C566531 = 1\n",
      "C566532 = 1\n",
      "C566533 = 1\n",
      "C566534 = 1\n",
      "C566535 = 1\n",
      "C566543 = 1\n",
      "C566545 = 1\n",
      "C566546 = 1\n",
      "C566547 = 1\n",
      "C566548 = 1\n",
      "C566549 = 1\n",
      "C566550 = 1\n",
      "C566551 = 1\n",
      "C566552 = 1\n",
      "C566553 = 1\n",
      "C566554 = 1\n",
      "C566555 = 1\n",
      "C566556 = 1\n",
      "C566557 = 1\n",
      "C566558 = 1\n",
      "C566559 = 1\n",
      "C566560 = 1\n",
      "C566561 = 1\n",
      "C566562 = 1\n",
      "C566563 = 1\n",
      "C566564 = 1\n",
      "C566565 = 1\n",
      "C566566 = 1\n",
      "C566567 = 1\n",
      "C566568 = 1\n",
      "C566569 = 1\n",
      "C566570 = 1\n",
      "C566571 = 1\n",
      "C566572 = 1\n",
      "C566573 = 1\n",
      "C566574 = 1\n",
      "C566575 = 1\n",
      "C566576 = 1\n",
      "C566577 = 1\n",
      "C566578 = 1\n",
      "C566579 = 1\n",
      "C566580 = 1\n",
      "C566581 = 1\n",
      "C566582 = 1\n",
      "C566583 = 1\n",
      "C566594 = 1\n",
      "C566595 = 1\n",
      "C566601 = 1\n",
      "C566602 = 1\n",
      "C566604 = 1\n",
      "C566605 = 1\n",
      "C566607 = 1\n",
      "C566609 = 1\n",
      "C566610 = 1\n",
      "C566611 = 1\n",
      "C566612 = 1\n",
      "C566613 = 1\n",
      "C566614 = 1\n",
      "C566615 = 1\n",
      "C566616 = 1\n",
      "C566617 = 1\n",
      "C566618 = 1\n",
      "C566619 = 1\n",
      "C566620 = 1\n",
      "C566621 = 1\n",
      "C566622 = 1\n",
      "C566623 = 1\n",
      "C566624 = 1\n",
      "C566625 = 1\n",
      "C566626 = 1\n",
      "C566627 = 1\n",
      "C566628 = 1\n",
      "C566629 = 1\n",
      "C566630 = 1\n",
      "C566631 = 1\n",
      "C566635 = 1\n",
      "C566636 = 1\n",
      "C566637 = 1\n",
      "C566638 = 1\n",
      "C566639 = 1\n",
      "C566640 = 1\n",
      "C566641 = 1\n",
      "C566642 = 1\n",
      "C566643 = 1\n",
      "C566644 = 1\n",
      "C566645 = 1\n",
      "C566646 = 1\n",
      "C566647 = 1\n",
      "C566648 = 1\n",
      "C566649 = 1\n",
      "C566650 = 1\n",
      "C566651 = 1\n",
      "C566652 = 1\n",
      "C566653 = 1\n",
      "C566654 = 1\n",
      "C566655 = 1\n",
      "C566656 = 1\n",
      "C566657 = 1\n",
      "C566658 = 1\n",
      "C566659 = 1\n",
      "C566660 = 1\n",
      "C566661 = 1\n",
      "C566662 = 1\n",
      "C566663 = 1\n",
      "C566664 = 1\n",
      "C566665 = 1\n",
      "C566666 = 1\n",
      "C566667 = 1\n",
      "C566668 = 1\n",
      "C566669 = 1\n",
      "C566670 = 1\n",
      "C566671 = 1\n",
      "C566672 = 1\n",
      "C566673 = 1\n",
      "C566674 = 1\n",
      "C566675 = 1\n",
      "C566676 = 1\n",
      "C566677 = 1\n",
      "C566678 = 1\n",
      "C566679 = 1\n",
      "C566690 = 1\n",
      "C566691 = 1\n",
      "C566693 = 1\n",
      "C566694 = 1\n",
      "C566695 = 1\n",
      "C566696 = 1\n",
      "C566697 = 1\n",
      "C566698 = 1\n",
      "C566699 = 1\n",
      "C566700 = 1\n",
      "C566701 = 1\n",
      "C566702 = 1\n",
      "C566703 = 1\n",
      "C566704 = 1\n",
      "C566705 = 1\n",
      "C566706 = 1\n",
      "C566707 = 1\n",
      "C566708 = 1\n",
      "C566709 = 1\n",
      "C566710 = 1\n",
      "C566711 = 1\n",
      "C566712 = 1\n",
      "C566713 = 1\n",
      "C566714 = 1\n",
      "C566715 = 1\n",
      "C566716 = 1\n",
      "C566717 = 1\n",
      "C566718 = 1\n",
      "C566719 = 1\n",
      "C566720 = 1\n",
      "C566721 = 1\n",
      "C566722 = 1\n",
      "C566723 = 1\n",
      "C566724 = 1\n",
      "C566725 = 1\n",
      "C566726 = 1\n",
      "C566727 = 1\n",
      "C566734 = 1\n",
      "C566735 = 1\n",
      "C566736 = 1\n",
      "C566737 = 1\n",
      "C566738 = 1\n",
      "C566739 = 1\n",
      "C566740 = 1\n",
      "C566741 = 1\n",
      "C566742 = 1\n",
      "C566743 = 1\n",
      "C566744 = 1\n",
      "C566745 = 1\n",
      "C566746 = 1\n",
      "C566747 = 1\n",
      "C566748 = 1\n",
      "C566749 = 1\n",
      "C566750 = 1\n",
      "C566751 = 1\n",
      "C566752 = 1\n",
      "C566753 = 1\n",
      "C566754 = 1\n",
      "C566755 = 1\n",
      "C566756 = 1\n",
      "C566757 = 1\n",
      "C566758 = 1\n",
      "C566759 = 1\n",
      "C566760 = 1\n",
      "C566761 = 1\n",
      "C566762 = 1\n",
      "C566763 = 1\n",
      "C566764 = 1\n",
      "C566765 = 1\n",
      "C566766 = 1\n",
      "C566767 = 1\n",
      "C566768 = 1\n",
      "C566769 = 1\n",
      "C566770 = 1\n",
      "C566771 = 1\n",
      "C566772 = 1\n",
      "C566773 = 1\n",
      "C566774 = 1\n",
      "C566775 = 1\n",
      "C566779 = 1\n",
      "C566780 = 1\n",
      "C566781 = 1\n",
      "C566782 = 1\n",
      "C566783 = 1\n",
      "C566784 = 1\n",
      "C566785 = 1\n",
      "C566786 = 1\n",
      "C566787 = 1\n",
      "C566788 = 1\n",
      "C566789 = 1\n",
      "C566790 = 1\n",
      "C566791 = 1\n",
      "C566792 = 1\n",
      "C566793 = 1\n",
      "C566794 = 1\n",
      "C566795 = 1\n",
      "C566796 = 1\n",
      "C566797 = 1\n",
      "C566798 = 1\n",
      "C566799 = 1\n",
      "C566800 = 1\n",
      "C566801 = 1\n",
      "C566802 = 1\n",
      "C566803 = 1\n",
      "C566804 = 1\n",
      "C566805 = 1\n",
      "C566806 = 1\n",
      "C566807 = 1\n",
      "C566808 = 1\n",
      "C566809 = 1\n",
      "C566810 = 1\n",
      "C566811 = 1\n",
      "C566812 = 1\n",
      "C566813 = 1\n",
      "C566814 = 1\n",
      "C566815 = 1\n",
      "C566816 = 1\n",
      "C566817 = 1\n",
      "C566818 = 1\n",
      "C566819 = 1\n",
      "C566820 = 1\n",
      "C566821 = 1\n",
      "C566822 = 1\n",
      "C566823 = 1\n",
      "C566830 = 0\n",
      "C566831 = 1\n",
      "C566832 = 1\n",
      "C566833 = 1\n",
      "C566834 = 1\n",
      "C566835 = 1\n",
      "C566836 = 1\n",
      "C566837 = 1\n",
      "C566838 = 1\n",
      "C566839 = 1\n",
      "C566840 = 1\n",
      "C566841 = 1\n",
      "C566842 = 1\n",
      "C566843 = 1\n",
      "C566844 = 1\n",
      "C566845 = 1\n",
      "C566846 = 1\n",
      "C566847 = 1\n",
      "C566848 = 1\n",
      "C566849 = 1\n",
      "C566850 = 1\n",
      "C566851 = 1\n",
      "C566852 = 1\n",
      "C566853 = 1\n",
      "C566854 = 1\n",
      "C566855 = 1\n",
      "C566856 = 1\n",
      "C566857 = 1\n",
      "C566858 = 1\n",
      "C566859 = 1\n",
      "C566860 = 1\n",
      "C566861 = 1\n",
      "C566862 = 1\n",
      "C566863 = 1\n",
      "C566864 = 1\n",
      "C566865 = 1\n",
      "C566866 = 1\n",
      "C566867 = 1\n",
      "C566868 = 1\n",
      "C566869 = 1\n",
      "C566870 = 1\n",
      "C566871 = 1\n",
      "C566877 = 1\n",
      "C566878 = 1\n",
      "C566879 = 1\n",
      "C566880 = 1\n",
      "C566881 = 1\n",
      "C566882 = 1\n",
      "C566883 = 1\n",
      "C566884 = 1\n",
      "C566885 = 1\n",
      "C566886 = 1\n",
      "C566887 = 1\n",
      "C566888 = 1\n",
      "C566889 = 1\n",
      "C566890 = 1\n",
      "C566891 = 1\n",
      "C566892 = 1\n",
      "C566893 = 1\n",
      "C566894 = 1\n",
      "C566895 = 1\n",
      "C566896 = 1\n",
      "C566897 = 1\n",
      "C566898 = 1\n",
      "C566899 = 1\n",
      "C566900 = 1\n",
      "C566901 = 1\n",
      "C566902 = 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C566903 = 1\n",
      "C566904 = 1\n",
      "C566905 = 1\n",
      "C566906 = 1\n",
      "C566907 = 1\n",
      "C566908 = 1\n",
      "C566909 = 1\n",
      "C566910 = 1\n",
      "C566911 = 1\n",
      "C566912 = 1\n",
      "C566913 = 1\n",
      "C566914 = 1\n",
      "C566915 = 1\n",
      "C566916 = 1\n",
      "C566917 = 1\n",
      "C566918 = 1\n",
      "C566919 = 1\n",
      "C566927 = 1\n",
      "C566928 = 1\n",
      "C566929 = 1\n",
      "C566930 = 1\n",
      "C566931 = 1\n",
      "C566932 = 1\n",
      "C566933 = 1\n",
      "C566934 = 1\n",
      "C566935 = 1\n",
      "C566936 = 1\n",
      "C566937 = 1\n",
      "C566938 = 1\n",
      "C566939 = 1\n",
      "C566940 = 1\n",
      "C566941 = 1\n",
      "C566942 = 1\n",
      "C566943 = 1\n",
      "C566944 = 1\n",
      "C566945 = 1\n",
      "C566946 = 1\n",
      "C566947 = 1\n",
      "C566948 = 1\n",
      "C566949 = 1\n",
      "C566950 = 1\n",
      "C566951 = 1\n",
      "C566952 = 1\n",
      "C566953 = 1\n",
      "C566954 = 1\n",
      "C566955 = 1\n",
      "C566956 = 1\n",
      "C566957 = 1\n",
      "C566958 = 1\n",
      "C566959 = 1\n",
      "C566960 = 1\n",
      "C566961 = 1\n",
      "C566962 = 1\n",
      "C566963 = 1\n",
      "C566964 = 1\n",
      "C566965 = 1\n",
      "C566966 = 1\n",
      "C566967 = 1\n",
      "C566973 = 1\n",
      "C566974 = 1\n",
      "C566975 = 1\n",
      "C566976 = 1\n",
      "C566977 = 1\n",
      "C566978 = 1\n",
      "C566979 = 1\n",
      "C566980 = 1\n",
      "C566981 = 1\n",
      "C566982 = 1\n",
      "C566983 = 1\n",
      "C566984 = 1\n",
      "C566985 = 1\n",
      "C566986 = 1\n",
      "C566987 = 1\n",
      "C566988 = 1\n",
      "C566989 = 1\n",
      "C566990 = 1\n",
      "C566991 = 1\n",
      "C566992 = 1\n",
      "C566993 = 1\n",
      "C566994 = 1\n",
      "C566995 = 1\n",
      "C566996 = 1\n",
      "C566997 = 1\n",
      "C566998 = 1\n",
      "C566999 = 1\n",
      "C567000 = 1\n",
      "C567001 = 1\n",
      "C567002 = 1\n",
      "C567003 = 1\n",
      "C567004 = 1\n",
      "C567005 = 1\n",
      "C567006 = 1\n",
      "C567007 = 1\n",
      "C567008 = 1\n",
      "C567009 = 1\n",
      "C567010 = 1\n",
      "C567011 = 1\n",
      "C567012 = 1\n",
      "C567013 = 1\n",
      "C567014 = 1\n",
      "C567015 = 1\n",
      "C567022 = 1\n",
      "C567023 = 1\n",
      "C567024 = 1\n",
      "C567025 = 1\n",
      "C567026 = 1\n",
      "C567027 = 1\n",
      "C567028 = 1\n",
      "C567029 = 1\n",
      "C567030 = 1\n",
      "C567031 = 1\n",
      "C567032 = 1\n",
      "C567033 = 1\n",
      "C567034 = 1\n",
      "C567035 = 1\n",
      "C567036 = 1\n",
      "C567037 = 1\n",
      "C567038 = 1\n",
      "C567039 = 1\n",
      "C567040 = 1\n",
      "C567041 = 1\n",
      "C567042 = 1\n",
      "C567043 = 1\n",
      "C567044 = 1\n",
      "C567045 = 1\n",
      "C567046 = 1\n",
      "C567047 = 1\n",
      "C567048 = 1\n",
      "C567049 = 1\n",
      "C567050 = 1\n",
      "C567051 = 1\n",
      "C567052 = 1\n",
      "C567053 = 1\n",
      "C567054 = 1\n",
      "C567055 = 1\n",
      "C567056 = 1\n",
      "C567057 = 1\n",
      "C567058 = 1\n",
      "C567059 = 1\n",
      "C567060 = 1\n",
      "C567061 = 1\n",
      "C567062 = 1\n",
      "C567063 = 1\n",
      "C567070 = 1\n",
      "C567071 = 1\n",
      "C567072 = 1\n",
      "C567073 = 1\n",
      "C567074 = 1\n",
      "C567075 = 1\n",
      "C567076 = 1\n",
      "C567077 = 1\n",
      "C567078 = 1\n",
      "C567079 = 1\n",
      "C567080 = 1\n",
      "C567081 = 1\n",
      "C567082 = 1\n",
      "C567083 = 1\n",
      "C567084 = 1\n",
      "C567085 = 1\n",
      "C567086 = 1\n",
      "C567087 = 1\n",
      "C567088 = 1\n",
      "C567089 = 1\n",
      "C567090 = 1\n",
      "C567091 = 1\n",
      "C567092 = 1\n",
      "C567093 = 1\n",
      "C567094 = 1\n",
      "C567095 = 1\n",
      "C567096 = 1\n",
      "C567097 = 1\n",
      "C567098 = 1\n",
      "C567099 = 1\n",
      "C567100 = 1\n",
      "C567101 = 1\n",
      "C567102 = 1\n",
      "C567103 = 1\n",
      "C567104 = 1\n",
      "C567105 = 1\n",
      "C567106 = 1\n",
      "C567107 = 1\n",
      "C567108 = 1\n",
      "C567109 = 1\n",
      "C567110 = 1\n",
      "C567111 = 1\n",
      "C567118 = 1\n",
      "C567119 = 1\n",
      "C567120 = 1\n",
      "C567121 = 1\n",
      "C567122 = 1\n",
      "C567123 = 1\n",
      "C567124 = 1\n",
      "C567126 = 1\n",
      "C567127 = 1\n",
      "C567128 = 1\n",
      "C567129 = 1\n",
      "C567130 = 1\n",
      "C567131 = 1\n",
      "C567132 = 1\n",
      "C567133 = 1\n",
      "C567134 = 1\n",
      "C567135 = 1\n",
      "C567136 = 1\n",
      "C567137 = 1\n",
      "C567138 = 1\n",
      "C567139 = 1\n",
      "C567140 = 1\n",
      "C567141 = 1\n",
      "C567142 = 1\n",
      "C567143 = 1\n",
      "C567144 = 1\n",
      "C567145 = 1\n",
      "C567146 = 1\n",
      "C567147 = 1\n",
      "C567148 = 1\n",
      "C567149 = 1\n",
      "C567150 = 1\n",
      "C567151 = 1\n",
      "C567152 = 1\n",
      "C567153 = 1\n",
      "C567154 = 1\n",
      "C567155 = 1\n",
      "C567156 = 1\n",
      "C567157 = 1\n",
      "C567158 = 1\n",
      "C567159 = 1\n",
      "C567166 = 1\n",
      "C567167 = 1\n",
      "C567168 = 1\n",
      "C567169 = 1\n",
      "C567170 = 1\n",
      "C567171 = 1\n",
      "C567172 = 1\n",
      "C567173 = 1\n",
      "C567174 = 1\n",
      "C567175 = 1\n",
      "C567176 = 1\n",
      "C567177 = 1\n",
      "C567178 = 1\n",
      "C567179 = 1\n",
      "C567180 = 1\n",
      "C567181 = 1\n",
      "C567182 = 1\n",
      "C567183 = 1\n",
      "C567184 = 1\n",
      "C567185 = 1\n",
      "C567186 = 1\n",
      "C567187 = 1\n",
      "C567188 = 1\n",
      "C567189 = 1\n",
      "C567190 = 1\n",
      "C567191 = 1\n",
      "C567192 = 1\n",
      "C567193 = 1\n",
      "C567194 = 1\n",
      "C567195 = 1\n",
      "C567196 = 1\n",
      "C567197 = 1\n",
      "C567198 = 1\n",
      "C567199 = 1\n",
      "C567200 = 1\n",
      "C567201 = 1\n",
      "C567202 = 1\n",
      "C567203 = 1\n",
      "C567204 = 1\n",
      "C567205 = 1\n",
      "C567206 = 1\n",
      "C567207 = 1\n",
      "C567213 = 1\n",
      "C567214 = 1\n",
      "C567215 = 1\n",
      "C567216 = 1\n",
      "C567217 = 1\n",
      "C567218 = 1\n",
      "C567219 = 1\n",
      "C567220 = 1\n",
      "C567221 = 1\n",
      "C567222 = 1\n",
      "C567223 = 1\n",
      "C567224 = 1\n",
      "C567225 = 1\n",
      "C567226 = 1\n",
      "C567227 = 1\n",
      "C567228 = 1\n",
      "C567229 = 1\n",
      "C567230 = 1\n",
      "C567231 = 1\n",
      "C567232 = 1\n",
      "C567233 = 1\n",
      "C567234 = 1\n",
      "C567235 = 1\n",
      "C567236 = 1\n",
      "C567237 = 1\n",
      "C567238 = 1\n",
      "C567239 = 1\n",
      "C567240 = 1\n",
      "C567241 = 1\n",
      "C567242 = 1\n",
      "C567243 = 1\n",
      "C567244 = 1\n",
      "C567245 = 1\n",
      "C567246 = 1\n",
      "C567247 = 1\n",
      "C567248 = 1\n",
      "C567249 = 1\n",
      "C567250 = 1\n",
      "C567251 = 1\n",
      "C567252 = 1\n",
      "C567253 = 1\n",
      "C567254 = 1\n",
      "C567255 = 1\n",
      "C567260 = 1\n",
      "C567261 = 1\n",
      "C567262 = 1\n",
      "C567263 = 1\n",
      "C567264 = 1\n",
      "C567265 = 1\n",
      "C567266 = 1\n",
      "C567267 = 1\n",
      "C567268 = 1\n",
      "C567269 = 1\n",
      "C567270 = 1\n",
      "C567271 = 1\n",
      "C567272 = 1\n",
      "C567273 = 1\n",
      "C567274 = 1\n",
      "C567275 = 1\n",
      "C567276 = 1\n",
      "C567277 = 1\n",
      "C567278 = 1\n",
      "C567279 = 1\n",
      "C567280 = 1\n",
      "C567281 = 1\n",
      "C567282 = 1\n",
      "C567283 = 1\n",
      "C567284 = 1\n",
      "C567285 = 1\n",
      "C567286 = 1\n",
      "C567287 = 1\n",
      "C567288 = 1\n",
      "C567289 = 1\n",
      "C567290 = 1\n",
      "C567291 = 1\n",
      "C567292 = 1\n",
      "C567293 = 1\n",
      "C567294 = 1\n",
      "C567295 = 1\n",
      "C567296 = 1\n",
      "C567297 = 1\n",
      "C567298 = 1\n",
      "C567299 = 1\n",
      "C567300 = 1\n",
      "C567301 = 1\n",
      "C567302 = 1\n",
      "C567303 = 1\n",
      "C567308 = 1\n",
      "C567309 = 1\n",
      "C567310 = 1\n",
      "C567311 = 1\n",
      "C567312 = 1\n",
      "C567313 = 1\n",
      "C567314 = 1\n",
      "C567315 = 1\n",
      "C567316 = 1\n",
      "C567317 = 1\n",
      "C567318 = 1\n",
      "C567319 = 1\n",
      "C567320 = 1\n",
      "C567321 = 1\n",
      "C567322 = 1\n",
      "C567323 = 1\n",
      "C567324 = 1\n",
      "C567325 = 1\n",
      "C567326 = 1\n",
      "C567327 = 1\n",
      "C567328 = 1\n",
      "C567329 = 1\n",
      "C567330 = 1\n",
      "C567331 = 1\n",
      "C567332 = 1\n",
      "C567333 = 1\n",
      "C567334 = 1\n",
      "C567335 = 1\n",
      "C567336 = 1\n",
      "C567337 = 1\n",
      "C567338 = 1\n",
      "C567339 = 1\n",
      "C567340 = 1\n",
      "C567341 = 1\n",
      "C567342 = 1\n",
      "C567343 = 1\n",
      "C567344 = 1\n",
      "C567345 = 1\n",
      "C567346 = 1\n",
      "C567347 = 1\n",
      "C567348 = 1\n",
      "C567349 = 1\n",
      "C567350 = 1\n",
      "C567351 = 1\n"
     ]
    }
   ],
   "source": [
    "#for v in model.getVars()[:len(Patients)*len(Rooms)*len(Days)]:\n",
    "for v in model.getVars():\n",
    "    if v.x != 0:\n",
    "        print(v.varName,'=',round(v.x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "26ad521f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "137 42 48\n"
     ]
    }
   ],
   "source": [
    "print(len(Patients), len(Rooms), len(Days))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "22d07f8e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10338.599999999999"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.objVal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "1b9badd1",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
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       "      <th>30</th>\n",
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       "      <th>41</th>\n",
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       "      <th>43</th>\n",
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       "      <th>47</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <th>1</th>\n",
       "      <td></td>\n",
       "      <td>116.0</td>\n",
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       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
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       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td></td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>224.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td></td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>231.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td></td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td></td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td></td>\n",
       "      <td>230.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td></td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td></td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td></td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td></td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td></td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td></td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td></td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td></td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td></td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td></td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td></td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td></td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td></td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td></td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td></td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>227.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>231.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>16.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>230.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>229.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>236.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>223.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>227.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>225.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>114.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>232.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>228.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>12.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>228.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>224.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>117.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>224.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>240.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>234.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>114.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>235.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>117.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>222.0</td>\n",
       "      <td>242.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        0      1      2      3      4      5      6      7      8      9   \\\n",
       "1           116.0  116.0  116.0  116.0  116.0  116.0  116.0  116.0  116.0   \n",
       "2           121.0  121.0  121.0  121.0  121.0  121.0  121.0  121.0          \n",
       "3     14.0   14.0   14.0   14.0   14.0                                      \n",
       "4    234.0  234.0  226.0  226.0  226.0  226.0  226.0  225.0  225.0          \n",
       "5           237.0  237.0  237.0  237.0  237.0  237.0  237.0  237.0  237.0   \n",
       "6                          16.0   16.0   16.0   16.0  119.0  119.0  119.0   \n",
       "7                                              240.0  240.0  237.0  226.0   \n",
       "8    234.0  234.0  234.0  234.0  234.0  234.0  234.0  234.0  234.0  234.0   \n",
       "10   238.0  238.0  238.0  238.0  238.0  238.0  238.0  238.0  238.0  238.0   \n",
       "11   121.0  121.0  121.0  121.0  121.0  121.0                               \n",
       "12                        111.0  111.0  120.0  120.0  120.0                 \n",
       "13   229.0  229.0  229.0  229.0  229.0  227.0  229.0                        \n",
       "14                                                           224.0  241.0   \n",
       "15   234.0  234.0  234.0  228.0  229.0  229.0                               \n",
       "17   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "18   118.0  118.0  118.0                                                    \n",
       "19   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "20   110.0  110.0  110.0  110.0  110.0  110.0  110.0                        \n",
       "21   235.0  235.0                                                           \n",
       "22          237.0  237.0  237.0  237.0  237.0                               \n",
       "23   231.0  231.0  231.0                                                    \n",
       "24          112.0  112.0  112.0  112.0  112.0  112.0  112.0                 \n",
       "25    19.0   19.0   19.0   19.0   19.0   19.0   19.0   19.0   19.0   19.0   \n",
       "26   110.0  110.0  110.0  110.0  110.0  110.0  110.0  110.0                 \n",
       "27                        231.0  237.0  237.0  237.0                        \n",
       "28   224.0  224.0  235.0  235.0  235.0  235.0  235.0                        \n",
       "29          116.0  116.0  116.0  116.0  116.0  116.0                        \n",
       "30   228.0  228.0  228.0  241.0  231.0  231.0  229.0  222.0  241.0  234.0   \n",
       "31   228.0  228.0  228.0  228.0  228.0  228.0  228.0  229.0  228.0  228.0   \n",
       "32   117.0  117.0  117.0  117.0  112.0  227.0  113.0  113.0  113.0  113.0   \n",
       "33          116.0  116.0  116.0  116.0  116.0  116.0                        \n",
       "34                 233.0  233.0  224.0  232.0  224.0                        \n",
       "35          230.0                                                           \n",
       "37   227.0  227.0  224.0                                                    \n",
       "38          222.0  222.0  222.0  222.0  222.0  227.0  227.0  229.0  227.0   \n",
       "40                                                    237.0  237.0  241.0   \n",
       "42          242.0  242.0  242.0                                             \n",
       "43          119.0  119.0  119.0  119.0  119.0  119.0                        \n",
       "44          117.0  117.0  117.0   17.0   17.0  117.0  114.0  114.0  117.0   \n",
       "45                                                           238.0  238.0   \n",
       "46          238.0  238.0  238.0  238.0  238.0  238.0  238.0  238.0  238.0   \n",
       "47                 241.0  241.0  241.0  241.0  242.0  229.0  226.0  229.0   \n",
       "48                               225.0  225.0  237.0  237.0  236.0  236.0   \n",
       "49          120.0  120.0  120.0  120.0  120.0  239.0  239.0  239.0  239.0   \n",
       "51          233.0  233.0  233.0  233.0  233.0  223.0  224.0                 \n",
       "53          235.0  235.0  229.0                                             \n",
       "54                 234.0  234.0  240.0  240.0  240.0  240.0                 \n",
       "55                 239.0  239.0  239.0  233.0                               \n",
       "56                 113.0  113.0  113.0  113.0  113.0  116.0                 \n",
       "58                               240.0  240.0  240.0  231.0  231.0  231.0   \n",
       "59                 239.0  239.0  223.0  223.0                               \n",
       "60          113.0  113.0  113.0  113.0  113.0  117.0                        \n",
       "61                 235.0  235.0                                             \n",
       "62          242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0   \n",
       "63           13.0   13.0   13.0                                             \n",
       "64          121.0  121.0  121.0  121.0  121.0  121.0  121.0  121.0  121.0   \n",
       "65           11.0   11.0  118.0  118.0  118.0  118.0  118.0  118.0  118.0   \n",
       "66          241.0  241.0  241.0  241.0  224.0  233.0  241.0                 \n",
       "67          235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "69                 233.0  233.0  233.0  239.0  233.0  239.0                 \n",
       "70                                      242.0  241.0  241.0  240.0  240.0   \n",
       "71          113.0  113.0  113.0  113.0  113.0  113.0  113.0  113.0          \n",
       "72          233.0  233.0  233.0  233.0  239.0                               \n",
       "73          234.0  234.0  234.0  234.0  234.0  234.0  234.0  234.0  227.0   \n",
       "75                 229.0  227.0  236.0  236.0  231.0  227.0  227.0          \n",
       "76                                                    236.0  236.0  225.0   \n",
       "77          231.0  231.0                                                    \n",
       "78          242.0  242.0  118.0  118.0  118.0  118.0  118.0  118.0          \n",
       "79                               227.0  235.0  239.0  239.0  239.0  239.0   \n",
       "80                 121.0  121.0  121.0  121.0  121.0  121.0  121.0  121.0   \n",
       "81                 113.0  113.0  113.0  113.0  113.0  113.0  235.0  235.0   \n",
       "82                               240.0  240.0  238.0  238.0  239.0  235.0   \n",
       "83                        231.0  234.0  234.0  234.0  223.0  223.0  237.0   \n",
       "84                  15.0   15.0   15.0   15.0   15.0   15.0  116.0          \n",
       "85                                                     16.0  111.0  111.0   \n",
       "86                        239.0  239.0  241.0  241.0  230.0  230.0  230.0   \n",
       "87                        242.0  242.0  242.0  237.0  242.0  242.0  242.0   \n",
       "88                 230.0  235.0  235.0  112.0  112.0  112.0                 \n",
       "89                 238.0  238.0  238.0  238.0  238.0  238.0  238.0  229.0   \n",
       "91                                      229.0                               \n",
       "92                                                           241.0  241.0   \n",
       "93                  19.0   19.0   19.0   19.0   19.0   19.0   19.0   19.0   \n",
       "94                        239.0  239.0  239.0  239.0  239.0  241.0  239.0   \n",
       "95                 116.0  116.0  116.0  116.0  116.0  116.0  116.0          \n",
       "96                                      236.0  228.0  231.0  234.0  234.0   \n",
       "97                                                                  223.0   \n",
       "98                 241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0   \n",
       "99                 227.0  227.0  233.0  233.0  233.0  241.0                 \n",
       "100                230.0  230.0  230.0  230.0  230.0  230.0  227.0          \n",
       "101                227.0  118.0  117.0  117.0  225.0  117.0  117.0  121.0   \n",
       "102                240.0  240.0                                             \n",
       "103                 15.0   15.0   15.0   15.0   15.0   15.0   15.0   15.0   \n",
       "105                226.0  226.0  226.0  226.0  226.0  226.0  236.0  236.0   \n",
       "106                       225.0   13.0   13.0   13.0   13.0   13.0   13.0   \n",
       "107                       119.0  119.0  119.0  119.0  119.0  117.0          \n",
       "108                              231.0  231.0  231.0  236.0  231.0  231.0   \n",
       "109                              241.0  241.0                               \n",
       "110                              232.0  232.0  232.0  233.0  233.0  233.0   \n",
       "111                               11.0   11.0   11.0   11.0  119.0  119.0   \n",
       "112                                                   117.0  117.0  118.0   \n",
       "113                                                                         \n",
       "114                                            114.0  114.0   15.0   15.0   \n",
       "115                                                   235.0  235.0  233.0   \n",
       "116                       237.0  117.0  117.0  241.0  117.0  117.0  118.0   \n",
       "117                              236.0  236.0  236.0  226.0  226.0  226.0   \n",
       "118                                                   232.0  239.0  239.0   \n",
       "119                              235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "120                               16.0   16.0   16.0  110.0  110.0          \n",
       "121                       242.0  242.0  242.0  242.0  242.0  242.0  242.0   \n",
       "122                                                   228.0  242.0  242.0   \n",
       "123                               12.0   12.0  121.0  121.0  121.0  121.0   \n",
       "124                                     240.0  240.0  240.0  240.0  240.0   \n",
       "125                       111.0  111.0  111.0  111.0  111.0  111.0          \n",
       "126                       234.0  234.0  234.0  234.0  234.0  234.0  234.0   \n",
       "127                              232.0  232.0  232.0  233.0                 \n",
       "128                              228.0  111.0  111.0  111.0   16.0   16.0   \n",
       "129                       224.0  239.0  233.0  233.0  233.0  233.0          \n",
       "130                                     117.0  242.0                        \n",
       "131                       237.0  227.0  228.0  227.0  237.0  237.0          \n",
       "132                       230.0  230.0  230.0  230.0  233.0  230.0  230.0   \n",
       "133                                                   232.0  232.0  232.0   \n",
       "134                                                                         \n",
       "135                       238.0  238.0  238.0  232.0  232.0  232.0  224.0   \n",
       "136                                                          240.0  240.0   \n",
       "138                                             14.0   14.0   14.0   14.0   \n",
       "139                       118.0  118.0   14.0   14.0   14.0   14.0   14.0   \n",
       "140                                                   228.0  228.0  228.0   \n",
       "141                                     120.0  120.0  120.0  233.0  233.0   \n",
       "142                                                   234.0  222.0  222.0   \n",
       "143                                     114.0  114.0  113.0  113.0  113.0   \n",
       "144                                            118.0  118.0                 \n",
       "145                                            235.0  116.0  116.0  116.0   \n",
       "146                                            117.0  120.0  120.0  117.0   \n",
       "147                                            222.0  242.0  229.0  237.0   \n",
       "148                                     239.0  239.0  235.0  233.0  233.0   \n",
       "149                              118.0  118.0  118.0  118.0  118.0  118.0   \n",
       "150                              237.0  237.0  236.0  236.0  236.0  237.0   \n",
       "\n",
       "        10     11     12     13     14     15     16     17     18     19  \\\n",
       "1                                                                           \n",
       "2                                                                           \n",
       "3                                                                           \n",
       "4                                                                           \n",
       "5    237.0  223.0  223.0                                                    \n",
       "6    119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "7    236.0  229.0  229.0  231.0                                             \n",
       "8                                                                           \n",
       "10                                                                          \n",
       "11                                                                          \n",
       "12                                                                          \n",
       "13                                                                          \n",
       "14   241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0   \n",
       "15                                                                          \n",
       "17   119.0                                                                  \n",
       "18                                                                          \n",
       "19   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0                 \n",
       "20                                                                          \n",
       "21                                                                          \n",
       "22                                                                          \n",
       "23                                                                          \n",
       "24                                                                          \n",
       "25    19.0   19.0   19.0   19.0                                             \n",
       "26                                                                          \n",
       "27                                                                          \n",
       "28                                                                          \n",
       "29                                                                          \n",
       "30   234.0  234.0  236.0  236.0  240.0  240.0  231.0  231.0  231.0  234.0   \n",
       "31   236.0  236.0  228.0  228.0                                             \n",
       "32   113.0  113.0   15.0   15.0   15.0   15.0                               \n",
       "33                                                                          \n",
       "34                                                                          \n",
       "35                                                                          \n",
       "37                                                                          \n",
       "38   223.0                                                                  \n",
       "40   241.0  225.0  225.0  234.0  234.0  234.0  227.0  227.0  228.0  228.0   \n",
       "42                                                                          \n",
       "43                                                                          \n",
       "44   235.0                                                                  \n",
       "45   238.0  235.0  235.0  235.0  235.0  235.0  235.0                        \n",
       "46   238.0                                                                  \n",
       "47   229.0  241.0  241.0  242.0  242.0                                      \n",
       "48   227.0  231.0  231.0  241.0  241.0  229.0  229.0  229.0  229.0  229.0   \n",
       "49   239.0  239.0  239.0                                                    \n",
       "51                                                                          \n",
       "53                                                                          \n",
       "54                                                                          \n",
       "55                                                                          \n",
       "56                                                                          \n",
       "58   231.0  231.0  231.0  231.0  231.0  231.0                               \n",
       "59                                                                          \n",
       "60                                                                          \n",
       "61                                                                          \n",
       "62   242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0   \n",
       "63                                                                          \n",
       "64   121.0                                                                  \n",
       "65   118.0  118.0                                                           \n",
       "66                                                                          \n",
       "67   235.0  235.0  235.0  235.0  235.0  235.0                               \n",
       "69                                                                          \n",
       "70   240.0  240.0  234.0  234.0  228.0  228.0  228.0  228.0                 \n",
       "71                                                                          \n",
       "72                                                                          \n",
       "73   234.0  234.0  234.0  234.0  234.0  234.0                               \n",
       "75                                                                          \n",
       "76   225.0  240.0  240.0  225.0  225.0  225.0  225.0  225.0  227.0  227.0   \n",
       "77                                                                          \n",
       "78                                                                          \n",
       "79                                                                          \n",
       "80   121.0  121.0  121.0  121.0  121.0  121.0                               \n",
       "81   235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "82   226.0  226.0  226.0  229.0  229.0                                      \n",
       "83   237.0  237.0  234.0                                                    \n",
       "84                                                                          \n",
       "85   111.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "86   230.0  230.0  230.0  230.0  230.0  230.0  230.0                        \n",
       "87   242.0  242.0  242.0  242.0  242.0  242.0  242.0  242.0                 \n",
       "88                                                                          \n",
       "89   229.0  229.0  229.0  229.0  229.0  229.0  229.0  229.0  229.0  229.0   \n",
       "91                                                                          \n",
       "92   241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0  241.0   \n",
       "93    19.0   19.0   19.0   19.0   19.0   19.0   19.0                        \n",
       "94                                                                          \n",
       "95                                                                          \n",
       "96   240.0  234.0  234.0  234.0  234.0  237.0  237.0  242.0                 \n",
       "97   227.0  227.0  227.0  227.0  227.0  227.0  227.0  227.0  227.0  227.0   \n",
       "98   241.0  241.0                                                           \n",
       "99                                                                          \n",
       "100                                                                         \n",
       "101  117.0  117.0  117.0  117.0  117.0  117.0                               \n",
       "102                                                                         \n",
       "103   15.0   15.0                                                           \n",
       "105  236.0  236.0                                                           \n",
       "106   13.0   13.0                                                           \n",
       "107                                                                         \n",
       "108  231.0  237.0                                                           \n",
       "109                                                                         \n",
       "110                                                                         \n",
       "111                                                                         \n",
       "112  118.0                                                                  \n",
       "113  242.0  242.0  237.0  237.0  237.0  237.0  237.0  241.0  241.0  241.0   \n",
       "114   15.0   15.0   15.0   15.0   15.0                                      \n",
       "115  233.0  233.0  233.0  241.0  241.0  230.0  230.0  230.0  230.0  230.0   \n",
       "116  117.0  117.0  117.0   13.0   13.0   13.0   13.0   13.0   13.0          \n",
       "117  222.0                                                                  \n",
       "118  239.0  239.0  239.0  239.0  239.0  239.0  235.0  235.0  235.0  235.0   \n",
       "119  235.0  235.0  235.0  235.0  235.0  235.0  235.0                        \n",
       "120                                                                         \n",
       "121  242.0  242.0                                                           \n",
       "122  228.0  228.0  237.0  237.0  231.0  231.0  231.0  231.0  231.0  231.0   \n",
       "123                                                                         \n",
       "124  240.0  236.0  236.0                                                    \n",
       "125                                                                         \n",
       "126  234.0  227.0                                                           \n",
       "127                                                                         \n",
       "128                                                                         \n",
       "129                                                                         \n",
       "130                                                                         \n",
       "131                                                                         \n",
       "132  230.0  230.0  230.0  230.0  230.0  241.0                               \n",
       "133  233.0  233.0                                                           \n",
       "134  239.0  239.0  239.0  239.0  239.0  239.0  239.0  235.0  235.0  235.0   \n",
       "135  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0   \n",
       "136  233.0  233.0  233.0  233.0                                             \n",
       "138   14.0   14.0                                                           \n",
       "139   14.0   14.0   13.0                                                    \n",
       "140  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0   \n",
       "141                                                                         \n",
       "142  234.0  234.0  227.0  227.0  227.0  227.0                               \n",
       "143  113.0                                                                  \n",
       "144                                                                         \n",
       "145                                                                         \n",
       "146  119.0  119.0  119.0  119.0                                             \n",
       "147  237.0  237.0  237.0  237.0  237.0  237.0                               \n",
       "148  233.0                                                                  \n",
       "149  118.0  118.0  118.0  118.0                                             \n",
       "150  237.0  237.0  237.0  237.0                                             \n",
       "\n",
       "        20     21     22     23     24     25     26     27     28     29  \\\n",
       "1                                                                           \n",
       "2                                                                           \n",
       "3                                                                           \n",
       "4                                                                           \n",
       "5                                                                           \n",
       "6    119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "7                                                                           \n",
       "8                                                                           \n",
       "10                                                                          \n",
       "11                                                                          \n",
       "12                                                                          \n",
       "13                                                                          \n",
       "14   241.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0   \n",
       "15                                                                          \n",
       "17                                                                          \n",
       "18                                                                          \n",
       "19                                                                          \n",
       "20                                                                          \n",
       "21                                                                          \n",
       "22                                                                          \n",
       "23                                                                          \n",
       "24                                                                          \n",
       "25                                                                          \n",
       "26                                                                          \n",
       "27                                                                          \n",
       "28                                                                          \n",
       "29                                                                          \n",
       "30   234.0  229.0  229.0  229.0  231.0  231.0  231.0  231.0  231.0  227.0   \n",
       "31                                                                          \n",
       "32                                                                          \n",
       "33                                                                          \n",
       "34                                                                          \n",
       "35                                                                          \n",
       "37                                                                          \n",
       "38                                                                          \n",
       "40   228.0  241.0  241.0  241.0  227.0  227.0  227.0  227.0  227.0  227.0   \n",
       "42                                                                          \n",
       "43                                                                          \n",
       "44                                                                          \n",
       "45                                                                          \n",
       "46                                                                          \n",
       "47                                                                          \n",
       "48   229.0  229.0  229.0  227.0  227.0  231.0  231.0  231.0  228.0  228.0   \n",
       "49                                                                          \n",
       "51                                                                          \n",
       "53                                                                          \n",
       "54                                                                          \n",
       "55                                                                          \n",
       "56                                                                          \n",
       "58                                                                          \n",
       "59                                                                          \n",
       "60                                                                          \n",
       "61                                                                          \n",
       "62                                                                          \n",
       "63                                                                          \n",
       "64                                                                          \n",
       "65                                                                          \n",
       "66                                                                          \n",
       "67                                                                          \n",
       "69                                                                          \n",
       "70                                                                          \n",
       "71                                                                          \n",
       "72                                                                          \n",
       "73                                                                          \n",
       "75                                                                          \n",
       "76   227.0                                                                  \n",
       "77                                                                          \n",
       "78                                                                          \n",
       "79                                                                          \n",
       "80                                                                          \n",
       "81   235.0  235.0                                                           \n",
       "82                                                                          \n",
       "83                                                                          \n",
       "84                                                                          \n",
       "85   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "86                                                                          \n",
       "87                                                                          \n",
       "88                                                                          \n",
       "89                                                                          \n",
       "91                                                                          \n",
       "92   241.0  228.0  228.0  228.0  229.0  227.0  227.0  229.0  229.0  229.0   \n",
       "93                                                                          \n",
       "94                                                                          \n",
       "95                                                                          \n",
       "96                                                                          \n",
       "97   227.0  227.0  227.0  227.0  228.0  228.0  228.0  228.0                 \n",
       "98                                                                          \n",
       "99                                                                          \n",
       "100                                                                         \n",
       "101                                                                         \n",
       "102                                                                         \n",
       "103                                                                         \n",
       "105                                                                         \n",
       "106                                                                         \n",
       "107                                                                         \n",
       "108                                                                         \n",
       "109                                                                         \n",
       "110                                                                         \n",
       "111                                                                         \n",
       "112                                                                         \n",
       "113  225.0  225.0  225.0  225.0  241.0  241.0  241.0  227.0  227.0  241.0   \n",
       "114                                                                         \n",
       "115  230.0  227.0  227.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "116                                                                         \n",
       "117                                                                         \n",
       "118  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "119                                                                         \n",
       "120                                                                         \n",
       "121                                                                         \n",
       "122  231.0  231.0  231.0  231.0  231.0  241.0  241.0  241.0  228.0  228.0   \n",
       "123                                                                         \n",
       "124                                                                         \n",
       "125                                                                         \n",
       "126                                                                         \n",
       "127                                                                         \n",
       "128                                                                         \n",
       "129                                                                         \n",
       "130                                                                         \n",
       "131                                                                         \n",
       "132                                                                         \n",
       "133                                                                         \n",
       "134  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "135  224.0  235.0                                                           \n",
       "136                                                                         \n",
       "138                                                                         \n",
       "139                                                                         \n",
       "140  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0                 \n",
       "141                                                                         \n",
       "142                                                                         \n",
       "143                                                                         \n",
       "144                                                                         \n",
       "145                                                                         \n",
       "146                                                                         \n",
       "147                                                                         \n",
       "148                                                                         \n",
       "149                                                                         \n",
       "150                                                                         \n",
       "\n",
       "        30     31     32     33     34     35     36     37     38     39  \\\n",
       "1                                                                           \n",
       "2                                                                           \n",
       "3                                                                           \n",
       "4                                                                           \n",
       "5                                                                           \n",
       "6    119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "7                                                                           \n",
       "8                                                                           \n",
       "10                                                                          \n",
       "11                                                                          \n",
       "12                                                                          \n",
       "13                                                                          \n",
       "14   224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0  224.0   \n",
       "15                                                                          \n",
       "17                                                                          \n",
       "18                                                                          \n",
       "19                                                                          \n",
       "20                                                                          \n",
       "21                                                                          \n",
       "22                                                                          \n",
       "23                                                                          \n",
       "24                                                                          \n",
       "25                                                                          \n",
       "26                                                                          \n",
       "27                                                                          \n",
       "28                                                                          \n",
       "29                                                                          \n",
       "30   227.0  227.0  227.0  227.0  227.0  227.0  227.0  229.0  229.0  229.0   \n",
       "31                                                                          \n",
       "32                                                                          \n",
       "33                                                                          \n",
       "34                                                                          \n",
       "35                                                                          \n",
       "37                                                                          \n",
       "38                                                                          \n",
       "40   227.0  227.0  227.0  227.0  227.0  231.0  231.0  227.0  227.0  227.0   \n",
       "42                                                                          \n",
       "43                                                                          \n",
       "44                                                                          \n",
       "45                                                                          \n",
       "46                                                                          \n",
       "47                                                                          \n",
       "48   228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0   \n",
       "49                                                                          \n",
       "51                                                                          \n",
       "53                                                                          \n",
       "54                                                                          \n",
       "55                                                                          \n",
       "56                                                                          \n",
       "58                                                                          \n",
       "59                                                                          \n",
       "60                                                                          \n",
       "61                                                                          \n",
       "62                                                                          \n",
       "63                                                                          \n",
       "64                                                                          \n",
       "65                                                                          \n",
       "66                                                                          \n",
       "67                                                                          \n",
       "69                                                                          \n",
       "70                                                                          \n",
       "71                                                                          \n",
       "72                                                                          \n",
       "73                                                                          \n",
       "75                                                                          \n",
       "76                                                                          \n",
       "77                                                                          \n",
       "78                                                                          \n",
       "79                                                                          \n",
       "80                                                                          \n",
       "81                                                                          \n",
       "82                                                                          \n",
       "83                                                                          \n",
       "84                                                                          \n",
       "85   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0   \n",
       "86                                                                          \n",
       "87                                                                          \n",
       "88                                                                          \n",
       "89                                                                          \n",
       "91                                                                          \n",
       "92   231.0  231.0  231.0  228.0  228.0  228.0  228.0  228.0  228.0  228.0   \n",
       "93                                                                          \n",
       "94                                                                          \n",
       "95                                                                          \n",
       "96                                                                          \n",
       "97                                                                          \n",
       "98                                                                          \n",
       "99                                                                          \n",
       "100                                                                         \n",
       "101                                                                         \n",
       "102                                                                         \n",
       "103                                                                         \n",
       "105                                                                         \n",
       "106                                                                         \n",
       "107                                                                         \n",
       "108                                                                         \n",
       "109                                                                         \n",
       "110                                                                         \n",
       "111                                                                         \n",
       "112                                                                         \n",
       "113  241.0  241.0  225.0  225.0  225.0  225.0  225.0  225.0  227.0  227.0   \n",
       "114                                                                         \n",
       "115  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "116                                                                         \n",
       "117                                                                         \n",
       "118  235.0  235.0  235.0  235.0  235.0  227.0  227.0  227.0  233.0  233.0   \n",
       "119                                                                         \n",
       "120                                                                         \n",
       "121                                                                         \n",
       "122  228.0  228.0  228.0  231.0  231.0  231.0  231.0  231.0  231.0  231.0   \n",
       "123                                                                         \n",
       "124                                                                         \n",
       "125                                                                         \n",
       "126                                                                         \n",
       "127                                                                         \n",
       "128                                                                         \n",
       "129                                                                         \n",
       "130                                                                         \n",
       "131                                                                         \n",
       "132                                                                         \n",
       "133                                                                         \n",
       "134  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0  235.0   \n",
       "135                                                                         \n",
       "136                                                                         \n",
       "138                                                                         \n",
       "139                                                                         \n",
       "140                                                                         \n",
       "141                                                                         \n",
       "142                                                                         \n",
       "143                                                                         \n",
       "144                                                                         \n",
       "145                                                                         \n",
       "146                                                                         \n",
       "147                                                                         \n",
       "148                                                                         \n",
       "149                                                                         \n",
       "150                                                                         \n",
       "\n",
       "        40     41     42     43     44     45     46     47  \n",
       "1                                                            \n",
       "2                                                            \n",
       "3                                                            \n",
       "4                                                            \n",
       "5                                                            \n",
       "6    119.0  119.0  119.0                                     \n",
       "7                                                            \n",
       "8                                                            \n",
       "10                                                           \n",
       "11                                                           \n",
       "12                                                           \n",
       "13                                                           \n",
       "14   238.0  238.0  238.0                                     \n",
       "15                                                           \n",
       "17                                                           \n",
       "18                                                           \n",
       "19                                                           \n",
       "20                                                           \n",
       "21                                                           \n",
       "22                                                           \n",
       "23                                                           \n",
       "24                                                           \n",
       "25                                                           \n",
       "26                                                           \n",
       "27                                                           \n",
       "28                                                           \n",
       "29                                                           \n",
       "30   229.0  229.0  227.0  227.0  227.0  227.0  227.0         \n",
       "31                                                           \n",
       "32                                                           \n",
       "33                                                           \n",
       "34                                                           \n",
       "35                                                           \n",
       "37                                                           \n",
       "38                                                           \n",
       "40   227.0  227.0  227.0  227.0                              \n",
       "42                                                           \n",
       "43                                                           \n",
       "44                                                           \n",
       "45                                                           \n",
       "46                                                           \n",
       "47                                                           \n",
       "48   228.0  228.0  228.0                                     \n",
       "49                                                           \n",
       "51                                                           \n",
       "53                                                           \n",
       "54                                                           \n",
       "55                                                           \n",
       "56                                                           \n",
       "58                                                           \n",
       "59                                                           \n",
       "60                                                           \n",
       "61                                                           \n",
       "62                                                           \n",
       "63                                                           \n",
       "64                                                           \n",
       "65                                                           \n",
       "66                                                           \n",
       "67                                                           \n",
       "69                                                           \n",
       "70                                                           \n",
       "71                                                           \n",
       "72                                                           \n",
       "73                                                           \n",
       "75                                                           \n",
       "76                                                           \n",
       "77                                                           \n",
       "78                                                           \n",
       "79                                                           \n",
       "80                                                           \n",
       "81                                                           \n",
       "82                                                           \n",
       "83                                                           \n",
       "84                                                           \n",
       "85   119.0  119.0  119.0  119.0  119.0  119.0  119.0  119.0  \n",
       "86                                                           \n",
       "87                                                           \n",
       "88                                                           \n",
       "89                                                           \n",
       "91                                                           \n",
       "92   222.0  222.0                                            \n",
       "93                                                           \n",
       "94                                                           \n",
       "95                                                           \n",
       "96                                                           \n",
       "97                                                           \n",
       "98                                                           \n",
       "99                                                           \n",
       "100                                                          \n",
       "101                                                          \n",
       "102                                                          \n",
       "103                                                          \n",
       "105                                                          \n",
       "106                                                          \n",
       "107                                                          \n",
       "108                                                          \n",
       "109                                                          \n",
       "110                                                          \n",
       "111                                                          \n",
       "112                                                          \n",
       "113  227.0  227.0                                            \n",
       "114                                                          \n",
       "115  235.0  235.0  235.0  235.0  235.0                       \n",
       "116                                                          \n",
       "117                                                          \n",
       "118  224.0  224.0  224.0  224.0                              \n",
       "119                                                          \n",
       "120                                                          \n",
       "121                                                          \n",
       "122  228.0  228.0  228.0                                     \n",
       "123                                                          \n",
       "124                                                          \n",
       "125                                                          \n",
       "126                                                          \n",
       "127                                                          \n",
       "128                                                          \n",
       "129                                                          \n",
       "130                                                          \n",
       "131                                                          \n",
       "132                                                          \n",
       "133                                                          \n",
       "134  235.0  235.0  235.0  235.0  235.0  235.0                \n",
       "135                                                          \n",
       "136                                                          \n",
       "138                                                          \n",
       "139                                                          \n",
       "140                                                          \n",
       "141                                                          \n",
       "142                                                          \n",
       "143                                                          \n",
       "144                                                          \n",
       "145                                                          \n",
       "146                                                          \n",
       "147                                                          \n",
       "148                                                          \n",
       "149                                                          \n",
       "150                                                          "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "schedule = []\n",
    "for i in Patients:\n",
    "    patient_i = []\n",
    "    for k in Days:\n",
    "        room=float(\"NAN\")\n",
    "        for j in Rooms:\n",
    "            varname = f\"Patient{i}InRoom{j}OnDay{k}\"\n",
    "            live = model.getVarByName(varname)\n",
    "            if(live.x == 1):\n",
    "                room = j\n",
    "                break\n",
    "        patient_i.append(room)\n",
    "    schedule.append(patient_i)\n",
    "    \n",
    "schedule = pd.DataFrame(schedule)\n",
    "schedule.columns = Days\n",
    "schedule.index = Patients\n",
    "\n",
    "schedule = schedule.loc[(schedule.notna()).any(axis=1)]\n",
    "schedule = schedule.loc[:,(schedule.notna()).any(axis=0)]\n",
    "\n",
    "schedule = schedule.fillna('') \n",
    "\n",
    "\n",
    "with pd.option_context('display.max_rows', None,\n",
    "                       'display.max_columns', None,\n",
    "                       'display.precision', 3,\n",
    "                       ):display(schedule)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "3c812d65",
   "metadata": {},
   "outputs": [],
   "source": [
    "schedule.to_csv('../data/Admission_output_150.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "c53211f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Pen1</th>\n",
       "      <th>Pen2</th>\n",
       "      <th>Pen3</th>\n",
       "      <th>Pen4</th>\n",
       "      <th>Pen5</th>\n",
       "      <th>Pen6</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.2</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>6.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>1.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>10.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>20.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>6.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>7.2</td>\n",
       "      <td>10.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>4.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>30.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>137 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Pen1  Pen2  Pen3  Pen4  Pen5  Pen6\n",
       "1     0.0  18.0   7.2   9.0   0.0  36.0\n",
       "2     0.0  16.0   6.4   0.0   0.0  24.0\n",
       "3     0.0   0.0   0.0   0.0   0.0   0.0\n",
       "4    10.0  36.0   1.6   0.0  22.0   0.0\n",
       "5    10.0  12.0   8.0   0.0  11.0  30.0\n",
       "..    ...   ...   ...   ...   ...   ...\n",
       "146  20.0   8.0   6.4   0.0  33.0   8.0\n",
       "147   0.0   6.0   7.2  10.0  33.0  30.0\n",
       "148   0.0  10.0   4.8   0.0  22.0  12.0\n",
       "149   0.0   0.0   8.0  10.0   0.0   0.0\n",
       "150  30.0  32.0   8.0   0.0  22.0   0.0\n",
       "\n",
       "[137 rows x 6 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "penalties = []\n",
    "for i in Patients:\n",
    "    penalty_i = []\n",
    "    for j in range(1,7):\n",
    "        varname = f\"Penalty{j}[{i}]\"\n",
    "        pen = model.getVarByName(varname)\n",
    "        penalty_i.append(pen.x)\n",
    "    penalties.append(penalty_i)\n",
    "\n",
    "penalties = pd.DataFrame(penalties)\n",
    "penalties.columns = ['Pen1', 'Pen2', 'Pen3', 'Pen4', 'Pen5', 'Pen6']\n",
    "penalties.index = Patients\n",
    "\n",
    "display(penalties)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "5cac89ad",
   "metadata": {},
   "outputs": [],
   "source": [
    "penalties.to_csv('../data/Admission_penalty_150.csv')"
   ]
  }
 ],
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