From 98bc6b19472c2ef34497b7a831337c9073c508f0 Mon Sep 17 00:00:00 2001 From: "m.vanderdeure@uu.nl" Date: Wed, 14 Feb 2024 12:21:10 +0100 Subject: [PATCH] Updated Tutorial Creating A Data Visualization With Google Sheets And The Media Suite --- ...google-sheets-and-the-media-suite.markdown | 144 +++++++++++------- 1 file changed, 90 insertions(+), 54 deletions(-) diff --git a/_learn_tutorials_subject/tutorial-creating-a-data-visualization-with-google-sheets-and-the-media-suite.markdown b/_learn_tutorials_subject/tutorial-creating-a-data-visualization-with-google-sheets-and-the-media-suite.markdown index dcb00515..ec112873 100644 --- a/_learn_tutorials_subject/tutorial-creating-a-data-visualization-with-google-sheets-and-the-media-suite.markdown +++ b/_learn_tutorials_subject/tutorial-creating-a-data-visualization-with-google-sheets-and-the-media-suite.markdown @@ -154,57 +154,93 @@ Step 3: Preparing the data **![](https://lh7-us.googleusercontent.com/Y54aZSXklFGUiNAuhq7-5T8GqlAS3ymIZL7dSgwTy6h-oPOqjTQz3KdpDhvpup2MxfkYcAD98CMpjj2av2WRt3o_wBV9wP6kUUSy1bMhIdJBU70evDQ4mbw8rEiJZu__mhZD1gqqM27imi5OBYEW-OU)**\ **Figure 2: An example of what your tab is supposed to look like. Pay close attention to where you have put your table.** -Now, we will fill in the table with the values. We can do so automatically, by using a specific formula. In this case, we use the formula COUNTIFS because we define the value, not for one, but for two conditions: the topic and the year. -In the first cell, regarding all Chernobyl Today items in 2004, our formula looks as the following: =COUNTIFS(A:A,F5,B:B,"Chernobyl today") -Troubleshooting: Ensure that the language of your file is set to either the United Kingdom or the Netherlands, as different countries use different interpunction-conventions in the formula’s. If you have your language set to the Netherlands: =COUNTIFS changes to =AANTALLEN.ALS - -Figure 3: The location of your cells if you want to use the exact formula as described below. If your table is in a different position, the formula must be adjusted accordingly. - -To break this formula down: -In our case, we would like to fill in cell G5: the value of Chernobyl today topics for the year 2004, which is located in cell F5. -The ‘year’ data is in column A of our file, and the year value of 2004 is in cell F5. Thus, select column A in its entirety by typing A:A and define its value via , as cell F5. -The topic of Chernobyl today that we are looking for is in column B of our data. Select column B in its entirety by typing B:B and define its value via , as “Chernobyl today” -Together, this makes the formula =COUNTIFS(A:A,F5,B:B,"Chernobyl today") that will fill in this table value automatically. -Troubleshooting: The parentheses are important here. -You should be seeing value ‘0’ in the 2004 Chernobyl today cell. However, we want to fill in the entire table automatically. To do so: -We now copy-paste the formula we just created to all cells in the column Chernobyl today. This will adjust automatically to the right cells. -Troubleshooting: If it doesn’t work, you will need to adjust this manually. By changing ‘F5’ to ‘F6’, ‘F7’ etc. you will be able to fill in the rest of the column. -Now, we create the same formula for the other themes. This means replacing “Chernobyl today” with the name of the other themes (do not forget the parentheses). -We now have the right number of themes for every year, but we still want the totals. For this, we can also make use of a formula. -You can add the column totals by clicking on the TOTALS cell in question, and thereafter dragging your cursor so you select the entire column or row. -Then type in =SUM( followed by the range in question and closed by a closing bracket. For our first Chernobyl today column this is =SUM(G5:G17) -Copy-paste this in the other total cells, as well as in the grand total cell. -The result should be as follows: - -Figure 4: The final table. - -Do you want to go directly to step 5, or did you get stuck during step 4, you can skip the line and copy-paste the data from this table. - -Step 5: Creating the data visualization - -When designing your visualization, you will want to choose the graph that best encapsulates what you are trying to say, in our case a ‘stacked bar chart’ will visualize the presence of themes over a longer period of time. We will create our visualization in the same tab as the table we have created. -To start our visualization, you need to select the range of your table. -First, you have to ensure that the years in your table are not included in the diagram as numbers. To do this, you select the years 2004-2017 in your column, select ‘Format’ then ‘Number’ and lastly ‘Plain text’. -Now drag your cursor over the entire range of your table, but leave out the ‘Totals’. Then click ‘Insert’ and ‘Chart’. -This chart will now be generated in your file. -Troubleshooting: Ensure you have selected the right range (e.g. not the Totals). -Now that our chart has been created, it is time to adjust the design to our liking. -We select our chart type and choose: ‘stacked bar chart’. -We delete the chart title -Lastly, we will want to adjust our colors. When you are working with more than one visualization, ensure that you use the same color pattern throughout. In our case, we choose not to use primary colors for aesthetic purposes. When selecting yours, think about other possible motivations for the use or avoidance of specific colors. How can we be inclusive in our decisions? -To add your colors, select ‘Customize’ again, and then choose ‘Series’. -Choose the color pattern for each topic, in our case we selected blue, green, yellow, and purple -We select ‘line opacity’ at 0% and ‘fill opacity’ at 100% -Lastly, we write down a caption in which we clearly mention the N-Value, in our case N=124. -Your chart should look something like the following: - -Figure 5: Stacked bar chart of the items’ themes between 2004-2017 (N=124). - -Step 6: Interpreting the results - -Now that we have our visualization, we are provided with a clearer picture on the prevalence of the different themes over the years. We can now reflect on what this visualization actually shows us, and what it doesn’t. -We can see three clear peaks. One in 2006, a high peak in 2011, and another one at the end of our diagram in 2016. What could the reasons for this be? -Compare the peak of 2016 with the peak of 2006. This actually tells us something about the televisual production process. What difference do you see, and how can this be explained? What does this tell us about “making old news ‘new’”? -What does this tell us about absences in the data? Think again about the criteria used to select this data. Are there broadcasts missing? -Also reflect upon the type of visualization we have chosen. What does this type of visualization highlight and which information is perhaps obscured? -Now you have reached the end of the tutorial. You have learned how to create a data visualization based on multiple metadata fields, while also conducting data criticism. \ No newline at end of file +* Now, we will fill in the table with the values. We can do so automatically, by using a specific formula. In this case, we use the formula COUNTIFS because we define the value, not for one, but for two conditions: the topic and the year. + +* In the first cell, regarding all Chernobyl Today items in 2004, our formula looks as the following:** =COUNTIFS(A:A,F5,B:B,"Chernobyl today")** + + * Troubleshooting: Ensure that the language of your file is set to either the United Kingdom or the Netherlands, as different countries use different interpunction-conventions in the formula’s. If you have your language set to the Netherlands: =COUNTIFS changes to =AANTALLEN.ALS + +**![](https://lh7-us.googleusercontent.com/OB-3mDSdr4OqR1LKW93w15fcHGot_QNmH1vkd-DQxUPc7lfmWStH2eIyu21YVG3ZS6yT2KLRcQQvDWlEW4TOdcObh_Uq2gOU_OHEveUdiIvpMzczBILgtWf6nLMdQXLjpVNuioO8VRunnMOE3flpoYc)**\ +**Figure 3: The location of your cells if you want to use the exact formula as described below. If your table is in a different position, the formula must be adjusted accordingly.** + +* To break this formula down: + + * In our case, we would like to fill in cell G5: the value of Chernobyl today topics for the year 2004, which is located in cell F5. + + * The ‘year’ data is in column A of our file, and the year value of 2004 is in cell F5. Thus, select column A in its entirety by **typing A:A** and define its value via , as cell F5. + + * The topic of Chernobyl today that we are looking for is in column B of our data. Select column B in its entirety by typing B:B and define its value via , as “Chernobyl today” + + * Together, this makes the formula **=COUNTIFS(A:A,F5,B:B,"Chernobyl today")** that will fill in this table value automatically. + + * Troubleshooting: The parentheses are important here. + +* You should be seeing value ‘0’ in the 2004 Chernobyl today cell. However, we want to fill in the entire table automatically. To do so: + + * We now copy-paste the formula we just created to all cells in the column Chernobyl today. This will adjust automatically to the right cells. + + * Troubleshooting: If it doesn’t work, you will need to adjust this manually. By changing ‘F5’ to ‘F6’, ‘F7’ etc. you will be able to fill in the rest of the column. + +* Now, we create the same formula for the other themes. This means replacing “Chernobyl today” with the name of the other themes (do not forget the parentheses). + +* We now have the right number of themes for every year, but we still want the **totals**. For this, we can also make use of a formula. + + * You can add the column totals by clicking on the TOTALS cell in question, and thereafter dragging your cursor so you select the entire column or row. + + * Then type in **=SUM**( followed by the range in question and closed by a closing bracket. For our first Chernobyl today column this is **=SUM(G5:G17)** + + * **Copy-paste** this in the other total cells, as well as in the grand total cell. + + * **The result** should be as follows: + +![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABDQAAAMiCAYAAACRxpNyAAAKrWlDQ1BJQ0MgUHJvZmlsZQAASImVlwdUU9kWhs\+96SGhJURASuhNegsgJYQWQEE62AhJSEIJMRAE7MjgCI4FFRGsWBEFxwLIWBBRbIOAUqwDMigo42BBVFTeBRZhZt56762319rrfHdnn332OeuerP8CQFbmSCQpsDIAqeIMaZi/Nz0mNo6OGwAQ0AVEYAZMOdx0CTM0NBggNj3\+3T52ItmI3becqPXvv/9XU\+Hx07kAQKEIJ/DSuakIn0P8FVcizQAAdQCJGyzPkExwE8JUKdIgwt0TLJjioQlOmGQ0mMyJCGMhTAUAT\+JwpAIASHQkTs/kCpA6JC\+EbcQ8kRhhCcIeqalpPIRPI2yK5CAx0kR9RsJf6gj\+VjNBXpPDEch5ai\+ThvcRpUtSONn/53H8b0tNkU2vYYw4SSgNCENGVeTMupPTguQsTpgfMs0i3mT\+JAtlAZHTzE1nxU0zj\+MTJJ\+bMj94mhNFfmx5nQx2xDTz033Dp1maFiZfK1HKYk4zRzqzriw5Uh4X8tny\+jnCiOhpzhRFzZ/m9OTwoJkcljwulYXJ\+\+eL/b1n1vWT7z01/S/7FbHlczOEEQHyvXNm\+ueLmTM102PkvfH4Pr4zOZHyfEmGt3wtSUqoPJ\+f4i\+Pp2eGy\+dmIC/kzNxQ\+RkmcQJDpxmwQBpIQVwK6CAYefIBIIOflTGxEVaaJFsqEggz6EzkhvHpbDHXag7dzsbOAYCJ\+zr1OrynTd5DiHZ7JrbeGQD3vPHx8YszsaAjAJyNBYD4YCZm8hkAJQMAbu7jyqSZU7HJu4RB/gWUABVoAB1gAEyBJbADTsANeAFfEAhCQASIBUsAFwhBKtL5crASrAP5oBBsBTtBKdgPDoHj4BQ4A2rBRXAV3AB3QCvoAI9BD\+gHr8Ew\+AjGIAjCQWSIAmlAupARZAHZQQzIA/KFgqEwKBaKhwSQGJJBK6H1UCFUBJVCB6EK6GfoAnQVugW1QQ\+hXmgQegd9gVEwCabC2rAxbA0zYCYcBEfAi2EBvAzOgfPgzXAJXA6fhGvgq/AduAPugV/DIyiAUkDRUHooSxQDxUKFoOJQiSgpajWqAFWMKkdVoepRzaj7qB7UEOozGoumoOloS7QbOgAdieail6FXozehS9HH0TXoJvR9dC96GP0dQ8ZoYSwwrhg2JgYjwCzH5GOKMUcx5zHXMR2YfsxHLBZLw5pgnbEB2FhsEnYFdhN2L7Ya24Btw/ZhR3A4nAbOAueOC8FxcBm4fNxu3EncFVw7rh/3Ca\+A18Xb4f3wcXgxPhdfjD\+Bv4xvx7/EjxGUCUYEV0IIgUfIJmwhHCbUE\+4R\+gljRBWiCdGdGEFMIq4jlhCriNeJT4jvFRQU9BVcFBYoiBTWKpQonFa4qdCr8JmkSjInsUiLSDLSZtIxUgPpIek9mUw2JnuR48gZ5M3kCvI18jPyJ0WKopUiW5GnuEaxTLFGsV3xjRJByUiJqbREKUepWOms0j2lIWWCsrEyS5mjvFq5TPmCcpfyiApFxVYlRCVVZZPKCZVbKgOqOFVjVV9Vnmqe6iHVa6p9FBTFgMKicCnrKYcp1yn9VCzVhMqmJlELqaeoLdRhNVU1B7UotSy1MrVLaj00FM2Yxqal0LbQztA6aV9mac9izuLP2jiralb7rFH12epe6nz1AvVq9Q71Lxp0DV\+NZI1tGrUaTzXRmuaaCzSXa\+7TvK45NJs62202d3bB7DOzH2nBWuZaYVortA5p3dUa0dbR9teWaO/WvqY9pEPT8dJJ0tmhc1lnUJei66Er0t2he0X3FV2NzqSn0EvoTfRhPS29AD2Z3kG9Fr0xfRP9SP1c/Wr9pwZEA4ZBosEOg0aDYUNdw3mGKw0rDR8ZEYwYRkKjXUbNRqPGJsbRxhuMa40HTNRN2CY5JpUmT0zJpp6my0zLTR\+YYc0YZslme81azWFzR3OheZn5PQvYwslCZLHXom0OZo7LHPGc8jldliRLpmWmZaVlrxXNKtgq16rW6o21oXWc9TbrZuvvNo42KTaHbR7bqtoG2uba1tu\+szO349qV2T2wJ9v72a\+xr7N/62DhwHfY59DtSHGc57jBsdHxm5Ozk9SpymnQ2dA53nmPcxeDyghlbGLcdMG4eLuscbno8tnVyTXD9Yzrn26WbsluJ9wG5prM5c89PLfPXd\+d437QvceD7hHvccCjx1PPk\+NZ7vncy8CL53XU6yXTjJnEPMl8423jLfU\+7z3KcmWtYjX4oHz8fQp8WnxVfSN9S32f\+en7Cfwq/Yb9Hf1X\+DcEYAKCArYFdLG12Vx2BXs40DlwVWBTECkoPKg06HmwebA0uH4ePC9w3vZ5T\+YbzRfPrw0BIeyQ7SFPQ01Cl4X\+sgC7IHRB2YIXYbZhK8OawynhS8NPhH\+M8I7YEvE40jRSFtkYpRS1KKoiajTaJ7oouifGOmZVzJ1YzVhRbF0cLi4q7mjcyELfhTsX9i9yXJS/qHOxyeKsxbeWaC5JWXJpqdJSztKz8Zj46PgT8V85IZxyzkgCO2FPwjCXxd3Ffc3z4u3gDfLd\+UX8l4nuiUWJAwJ3wXbBoNBTWCwcErFEpaK3SQFJ\+5NGk0OSjyWPp0SnVKfiU\+NTL4hVxcnipjSdtKy0NomFJF/Ss8x12c5lw9Ig6dF0KH1xel0GFRFGd2Wmsh9kvZkemWWZn5ZHLT\+bpZIlzrqbbZ69Mftljl/OkRXoFdwVjSv1Vq5b2buKuergamh1wurGNQZr8tb0r/Vfe3wdcV3yul9zbXKLcj\+sj15fn6edtzav7wf/HyrzFfOl\+V0b3Dbs/xH9o\+jHlo32G3dv/F7AK7hdaFNYXPh1E3fT7Z9sfyr5aXxz4uaWLU5b9m3FbhVv7dzmue14kUpRTlHf9nnba3bQdxTs\+LBz6c5bxQ7F\+3cRd8l29ZQEl9TtNty9dffXUmFpR5l3WfUerT0b94zu5e1t3\+e1r2q/9v7C/V8OiA50H/Q/WFNuXF58CHso89CLw1GHm48wjlQc1TxaePTbMfGxnuNhx5sqnCsqTmid2FIJV8oqB08uOtl6yudUXZVl1cFqWnXhaXBadvrVz/E/d54JOtN4lnG26pzRuT3nKecLaqCa7JrhWmFtT11sXduFwAuN9W7153\+x\+uXYRb2LZZfULm25TLycd3n8Ss6VkQZJw9BVwdW\+xqWNj6/FXHvQtKCp5XrQ9Zs3/G5ca2Y2X7npfvPiLddbF24zbtfecbpTc9fx7vlfHX893\+LUUnPP\+V5dq0trfdvctsvtnu1X7/vcv/GA/eBOx/yOts7Izu6uRV093bzugYcpD98\+ynw09njtE8yTgqfKT4ufaT0r/83st\+oep55LvT69d5\+HP3/cx\+17/Xv671/7816QXxS/1H1ZMWA3cHHQb7D11cJX/a8lr8eG8v9Q\+WPPG9M35/70\+vPucMxw/1vp2/F3m95rvD/2weFD40joyLOPqR/HRgs\+aXw6/pnxuflL9JeXY8u/4r6WfDP7Vv896PuT8dTxcQlHypmUAijE4cREAN4dA4CMaAdKK6IfFk7p6UmDpr4BJgn8J57S3JPmBEAVMkzIIlYDAKcRN14LgCLyPCGJIrwAbG8v92ntO6nTJwyLfLEccJ\+gDvUoCfiHTWn4v/T9zxFMVHUA/xz/BTB6BiTR8KjYAAAAimVYSWZNTQAqAAAACAAEARoABQAAAAEAAAA\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\+CiAgICAgICAgIDxleGlmOlBpeGVsWURpbWVuc2lvbj44MDI8L2V4aWY6UGl4ZWxZRGltZW5zaW9uPgogICAgICAgICA8ZXhpZjpQaXhlbFhEaW1lbnNpb24\+MTA3NjwvZXhpZjpQaXhlbFhEaW1lbnNpb24\+CiAgICAgICAgIDxleGlmOlVzZXJDb21tZW50PlNjcmVlbnNob3Q8L2V4aWY6VXNlckNvbW1lbnQ\+CiAgICAgIDwvcmRmOkRlc2NyaXB0aW9uPgogICA8L3JkZjpSREY\+CjwveDp4bXBtZXRhPgrQEyYsAAAAHGlET1QAAAACAAAAAAAAAZEAAAAoAAABkQAAAZEAAMpieZtH1AAAQABJREFUeAHsfQf81UTW9giCWLBiwYb9tS0WFnFFsIFdsYtYEUFR1HUt6Cp21/bqurZVsSB2FBULNixgpbwq9s8CFgRkVbDuKgpfnllPnDs3ucnNzb03yTzz\+/3/N8mUzDwnZzLz5MyZBeZ7QTEQASJABIgAESACRIAIEAEiQASIABEgAkQgRwgsQEIjR9JiVYkAESACRIAIEAEiQASIABEgAkSACBABjQAJDT4IRIAIEAEiQASIABEgAkSACBABIkAEiEDuECChkTuRscJEgAgQASJABIgAESACRIAIEAEiQASIAAkNPgNEgAgQASJABIgAESACRIAIEAEiQASIQO4QIKGRO5GxwkSACBABIkAEiAARIAJEgAgQASJABIgACQ0\+A0SACBABIkAEiAARIAJEgAgQASJABIhA7hAgoZE7kbHCRIAIEAEiQASIABEgAkSACBABIkAEiAAJDT4DRIAIEAEiQASIABEgAkSACBABIkAEiEDuECChkTuRscJEgAgQASJABIgAESACRIAIEAEiQASIAAkNPgNEgAgQASJABIgAESACRIAIEAEiQASIQO4QIKGRO5GxwkSACBABIkAEiAARIAJEgAgQASJABIgACQ0\+A0SACBABIkAEiAARIAJEgAgQASJABIhA7hAgoZE7kbHCRIAIEAEiQASIABEgAkSACBABIkAEiAAJDT4DRIAIEAEiQASIABEgAkSACBABIkAEiEDuECChkTuRscJEgAgQASJABIgAESACRIAIEAEiQASIAAkNPgNEgAgQASJABIgAESACRIAIEAEiQASIQO4QIKGRO5GxwkSACBABIkAEiAARIAJEgAgQASJABIhAKoTGAgssQCSJABEgAkSACBABIkAEiAARIAJEgAgQASKQCIH58\+dXnY\+ERtWQMQMRIAJEgAgQASJABIgAESACRIAIEAEikCYCTSc0klQgTQBYVjwExKKG8oqHF1O5hcD//d//6QZ36tTJrYaztUQgBgLUjxggMYmzCFA/nBU9G14DAjIv\+X//7//VUAqz5h2B//mf/9FNSDI/TdVCI0kF8g5\+HusvHQfllUfpsc71RoAD0nojzPLzjAD1I8/SY93rjQD1o94Is/wiIiDzEhIaRZRu/DaR0IiPFVN6CEjHQUKDjwMRKEeAA9JyTHiFCAgC1A9Bgr9EoBwB6kc5JrxCBKIQkHkJCY0opIodT0Kj2PJNvXXScZDQSB1aFlgABDggLYAQ2YS6IUD9qBu0LLgACFA/CiBENqHhCMi8hIRGw6HP1A1JaGRKHNmvjHQcJDSyLyvWsPEIcEDaeMx5x/wgQP3Ij6xY08YjQP1oPOa8Y/4RkHkJCY38y7KWFpDQqAU9B/NKx0FCw0Hhs8mRCHBAGgkREziMAPXDYeGz6ZEIUD8iIWICIlCGgMxLSGiUQePUBRIaTom79sZKx0FCo3YsWULxEOCAtHgyZYvSQ4D6kR6WLKl4CFA/iidTtqj\+CMi8hIRG/bHO8h1IaGRZOhmsm3QcJDQyKBxWqekIcEDadBGwAhlGgPqRYeGwak1HgPrRdBGwAjlEQOYlJDRyKLwUq0xCI0UwXShKOg4SGi5Im22sFgEOSKtFjOldQoD64ZK02dZqEaB\+VIsY0xOB33dfJKHh9tNAQsNt\+VfdehIaVUPGDA4hwAGpQ8JmU6tGgPpRNWTM4BAC1A\+HhM2mpoaAzEtIaKQGaS4LIqGRS7E1r9LScdBCo3ky4J2ziwAHpNmVDWvWfASoH82XAWuQXQSoH9mVDWuWXQRkXkJCI7syakTNSGg0AuUC3UM6DhIaBRIqm5IaAhyQpgYlCyogAtSPAgqVTUoNAepHalCyIIcQkHkJCQ2HhB7QVBIaAaDwUjgC0nHEJTS\+//57NX78ePXWW2\+p119/XX3zzTdqvfXW03/bbrutWnHFFctuNmfOHHXHHXf413v06KHkQfUvOnLwyiuvKBnkAPuBAwcqkUE9IHj33XfVM8884xd9yCGHqLZt2/rnPKiMgMiqU6dOlRMylgg4iAD1w0Ghs8mxEaB\+xIaKCYmAj4CMiUlo\+JA4eSDzxLjzUxOkBbxM880LSY7lQUyhqCS3Z54qEahGXmPHjlUHHXSQmjZtWuhdrrzySj1JX3DBBf007733niY85MJtt92my5Fzl35PP/109be//c1v8i\+//KJatmzpn6d9cMstt6jDDz/cL/bDDz9Ua665pn/Og8oIcEBaGR/Guo0A9cNt\+bP1lRGgflTGh7FEIAgBmZeQ0AhCx51rJDTckXUqLZWOI4qAsifilW7eq1cvdf/996sWLVroZCQ0fkfLxpGExu/YZPGIA9IsSoV1ygoC1I\+sSIL1yCIC1I8sSoV1yjoCMi8hoZF1SdW3fiQ06otv4UqXjqMSoTFmzBjVs2fPkravv/76aquttlKzZs1SI0eOLInDyT//\+U911FFH6eskNH6Hh4TG71jk4YgD0jxIiXVsFgLUj2Yhz/vmAQHqRx6kxDpmDQGZl5DQyJpkGlsfEhqNxTv3d5OOI4zQmDt3rtpwww3V\+\+\+/77f1/PPPV6eeeqq/VOK7775TRx99tLr99tv9NGussYb64IMPtJUGCQ0fFkVC43cs8nDEAWkepMQ6NgsB6kezkOd984AA9SMPUmIds4aAzEtIaGRNMo2tDwmNxuKd\+7tJxxFGaAwfPlwdeuihfjt322039dBDD/nncgBLjbXWWkuB3IDTSTgIHTp0qFp22WVVEKEBwuOaa65RsP7497//rbp3764OPvhgtf/\+\+0uRJb/vvPOOuuyyyxScauIYFiKbbbaZOuKII1TXrl1L0r722mvqrLPO0tew7OWqq65SJ510knrsscfU2muvrXbffXc1ZMgQdfnll6tx48bpdDvssIM67LDD9D1Qp\+eff16ts846qlu3buqcc85RK620Usk95ARlwk/Fyy\+/rH2LoF1//OMf1U477aRxE3wlvU1oAK9LLrlEPfroo\+rVV19VHTt21FiceeaZGjvkmzlzphowYIAUoePRHjPMmzdPHXjggeqHH37Ql0FCwVcHfWiYKFV/zAFp9ZgxhzsIUD/ckTVbWj0C1I/qMWMOIiDjZhIabj8LJDTcln/VrZeOI4zQOOGEE9QVV1zhl4uJ\+\+abb\+6fmweTJk1SCy20kCYbTEeXNqHRuXNnNXHiRDOrfwzyAJN5M9x8882qX79\+5qWS43PPPVedccYZ/m4hTz75pAJBIQHEhGlhsummm\+qdRkCejBgxQifDkpqvvvpKkwqST35B0IAksZ1pXnjhheqvf/2rJCv7RZmo\+8orr\+zH2YQGCIw33njDj5eD5ZZbTpMcIEcgm3XXXddvA\+rz5ZdfqtatW0tyvfOMKZeLLrpIDR48mISGj1CyAw5Ik\+HGXG4gQP1wQ85sZTIEqB/JcGMutxGQeQkJDbefAxIabsu/6tZLxxFGaOy8887askEKxratiy66qJzG\+rUJDckk24fCSsEM//rXv1S7du30JUz2N9poIzM68PjBBx9UcEaKYBMadgZYbAwaNEhbgwihYaYBmQCLEzMgPfJJgLWIbSUhceYvyJuXXnpJya4vNqEhaWHZMWXKFDnVv7BCmTx5ss5r3\+\+JJ55Q22\+/vZ8eS4Auvvhi//zjjz9WHTp0IKHhI5LsgAPSZLgxlxsIUD/ckDNbmQwB6kcy3JjLbQRkXkJCw\+3ngISG2/KvuvXScYQRGqussoq/TSsIiG\+//bbqewQRGjfccIPeThT37du3b4n/jYcffljtuuuu\+j7bbLONeu655/x7goDYY4891FtvvaW3fsXyEwRM/kF\+wDIkiND485//rLp06aJGjx6tYL2w4oorlhEaKOPxxx9XaPOzzz6rl83IjUFMTJgwQZ\+CoDCXuYAAGTZsmNp6663VRx99pPr376\+XxkheLG2BpQuCTWjAegPkBO4Nqwu07cUXX5SsSra4nT59esmyF1is3HjjjTodMFx11VV9OWG5z9NPP63juOTEhzLRAQekiWBjJkcQoH44Img2MxEC1I9EsDGT4wjIvISEhtsPAgkNt\+Vfdeul4wgjNCQeBWPi/sUXX1R9D5vQsP1wjB8/vmQZy6233qoOOeQQNWfOHLXUUkv594MFBiwxJMBHh\+lbAtYMWMJhExpYigESwmwLyjCXnOD89ddfL7EGMckUEA\+fffYZkqkjjzxSgZCR8NRTT6kePXrIqV66svrqq2t/IrgIsuLtt9/W8Tahcdddd6nevXv7ed98803dBrkAZ6vwNYIA3x8gexBALsGSBUt8sNQHhIsE\+D2BPxIEEhqCSrJfDkiT4cZcbiBA/XBDzmxlMgSoH8lwYy63EZCxOgkNt58DEhpuy7/q1kvHEUZo4IEy/U/88ssv/u4mcW9mExrwd3Heeef52bEbCvxcSABZACsH\+K2AvwsJsIrYcsst5VTBagEWDBIeeeQRtcsuu5QRGvABcvzxx0sy/9cmNOBYU/BAIpACsnOLaZ3SqVMn39dGGMkDZ6U33XSTfy84Pm3Tpk2ZhQba0L59ez8dDpZffnl/yQv8cICgQXjggQfUXnvtpY/xD9YmcD5qkyTffPONWnzxxXU6Eho\+XIkOOCBNBBszOYIA9cMRQbOZiRCgfiSCjZkcR0DG4SQ03H4QSGi4Lf\+qWy8dRxihgQk0JtISPv/8c71cQ87NXywNmTZtmtpxxx19HxiItwkNISwkL/w9wKJBgsTbE3iJD/uFJQMsGmwLjfvvv1/tueeeZdlMQiOImDBJCZPQMJfhwPoDjlLtAEelstMK4oABlNMmH3766acS555IaxImIHqkU0da7BojPkewKwucjmJ3GfG/ARIGFhoSSGgIEsl\+OSBNhhtzuYEA9cMNObOVyRCgfiTDjbncRkDmJTL2dRsNd1tPQsNd2SdquXQcYYSGPQG/8sor1bHHHht4L1hPiP8H\+HHAxBrbndqEhviFkEI\+\+eQTtdpqq8mpXs4BCw1snwoLBQlwnLnBBhvIadnvAQccoPBnExq2A03JaBIa5pISicdyFixrQTAJDTgplZ1JTMJB8uH3uOOOK3EiCt8jKMPGc8aMGWqFFVYws2ofHiCGEEwLDZz/5S9/UX//\+99xqMuDzw/Tn4fdVhIaGqrE/zggTQwdMzqAAPXDASGziYkRoH4kho4ZHUZA5iUkNBx\+CLymk9BwW/5Vt146jjBCAwSFucwDlgwgKEzfFrjpo48\+6jvyxDnSwZoDu3skJTTspSimI0zc48cff9T3gHWH7CKC6zahAQefcNhpB5PQAFkCh55mCCM0bKsV1BNWEhLmzp2rt1kVqwmTLLEJjbvvvlv78pC8M2fOLFmCMnDgQHXttddKdNkyHHN3FBNzyUBCQ5BI9ssBaTLcmMsNBKgfbsiZrUyGAPUjGW7M5TYCMi8hoeH2c0BCw235V9166TjCCA0UCAedpq8KTNDhHwK7hiDffffdpy0HZCkE8lx44YUKW4kiJCU0QAzgXrKFKiwcYM0hZIq5JATOQGERAusJm9B4/vnnS0gZXSnvX1JCA341xOkmyurWrZtelrPMMsso\+BgZPHiwws4mErDDilhV2IQG2gfSCLuU/Prrr9rJKZaRSJDlN3KOX9NCxLyO\+2IHFzOQ0DDRqP6YA9LqMWMOdxCgfrgja7a0egSoH9VjxhxEQOYlJDTcfhZIaLgt/6pbLx1HJULD3jI06iZYhvHKK6/4xENSQgP3ufrqq0uWuIAAOOigg9S7776rRo0a5VcF98ROIrDUqDehAcsQ\+AkBUSIBZAt2GsF2skLAIA5WE3CqusQSS\+ikNqGBi8iLJTpTp071l7LgOtoK6w84EzUDfIUMGjTIvKSPZZcXM4KEholG9ccckFaPGXO4gwD1wx1Zs6XVI0D9qB4z5iACMi8hoeH2s0BCw235V9166TgqERooFGRBnz59SibcQTfDBH7ChAmqQ4cOfnQthMZ//vMfhaUmd955p19e0AEcc8JBJ0K9CQ3c44cfftCORrFla1gAUYGdSMwlOyahgfiFF164hAAxy3rooYcUtri1w5dffqmdg5rXYaECQsMOJDRsRKo754C0OryY2i0EqB9uyZutrQ4B6kd1eDE1EQACMi8hoeH280BCw235V9166TiiCA0UjF02sJTkrrvuKtnKFXGYnGOJyTHHHONbI\+A6Ajqldddd978n3n\+QE3DeKeGzzz7TSy7k/MYbb9Qkhpyjbv/4xz\+0k03xSyFxmPCff/75ChN6CbYzUSzp2GKLLSTa/z3wwAN9oiTIhwb8V1x33XU6PdoHx55mwFaswAOOOSdOnGhG6SUpWHbSrl27kutnnnmmv2Ut/HoMGzZMYbcS7BAjAdYmWOKz2WabyaWyX9uPR5izVpTft29fPz/wM3eU8SN4EIgAB6SBsPAiEdAIUD/4IBCBcASoH\+HYMIYIhCEg8xISGmEIuXGdhIYbck6tldJxxCE0zJvCQgHLPuD3ATuUwDJDyjLTpX0MUgH3xTIM\+J0Qfxpp36fa8r7//nu93AQ4AI8WLVpUVQTaheUqa665plp\+\+eUr5p03b576wx/\+oN555x0/HZYFtW/f3j/nQToIcECaDo4spZgIUD\+KKVe2Kh0EqB/p4MhS3EJA5hIkNNySu91aEho2IjyviIB0HNUSGhULZWTdEPjqq6\+0pco555zj32OXXXZRjzzyiH/Og/QQ4IA0PSxZUvEQoH4UT6ZsUXoIUD/Sw5IluYOAzEtIaLgj86CWktAIQoXXQhGQjoOERihEmYjATjKHH364MneSkYqNHTtWde/eXU75myICHJCmCCaLKhwC1I/CiZQNShEB6keKYLIoZxCQeQkJDWdEHthQEhqBsPBiGALScZDQCEMoG9effvpp1aNHj7LKwFHrHXfcUXadF9JBgAPSdHBkKcVEgPpRTLmyVekgQP1IB0eW4hYCMi8hoeGW3O3WktCwEeF5RQSk4yChURGmpkd\+\+OGHqmvXrv6OKHAc2r9/f3X88cerVq1aNb1\+Ra0AB6RFlSzblQYC1I80UGQZRUWA\+lFUybJd9URA5iUkNOqJcvbLJqGRfRllqobScZDQyJRYQiszd\+5c1bJly6qdjoYWyIiKCHBAWhEeRjqOAPXD8QeAza\+IAPWjIjyMJAKBCMi8hIRGIDzOXCSh4Yyo02modBwkNNLBk6UUCwEOSIslT7YmXQSoH\+niydKKhQD1o1jyZGsag4DMS0hoNAbvrN6FhEZWJZPReknHQUIjowJitZqKAAekTYWfN884AtSPjAuI1WsqAtSPpsLPm\+cUAZmXkNDIqQBTqjYJjZSAdKUY6ThIaLgicbazGgQ4IK0GLaZ1DQHqh2sSZ3urQYD6UQ1aTEsE/ouAzEtIaLj9RJDQcFv\+VbdeOg4SGlVDxwwOIMABqQNCZhMTI0D9SAwdMzqAAPXDASGziakjIPMSEhqpQ5urAklo5Epcza\+sdBwkNJovC9YgewhwQJo9mbBG2UGA\+pEdWbAm2UOA\+pE9mbBG2UdA5iUkNLIvq3rWkIRGPdEtYNnScZDQKKBw2aSaEeCAtGYIWUCBEaB\+FFi4bFrNCFA/aoaQBTiIgMxLSGg4KHyjySQ0DDB4GI2AdBwkNKKxYgr3EOCA1D2Zs8XxEaB\+xMeKKd1DgPrhnszZ4toRkHkJCY3ascxzCSQ08iy9JtRdOo44hMa8efMU/hZccMGG1HT8\+PFq0qRJ\+l6o51FHHaVatGjRkHvzJkQACCQZkL7yyit\+PpTxhz/8QXXv3h2HmQpjxoxRMmBo27atOuSQQzJVP1Ym\+whE6ceHH36onnjiidgNWXvttdX2228fO31QwunTp6sHHnjAj9pjjz3USiut5J9n5eDJJ59UH3zwga7O4osvrg4\+\+OBYVfvmm2/U7bff7qfdbrvt1Lrrruuf8yA7CETpx0cffaQef/xxv8LdunVTHTt29M/NgxtvvFH99NNP\+lKnTp3U5ptvbkYX4vidd95Rzz77rN\+WQw89VC222GL\+uUsH9913n/riiy90k1deeWXVq1evujY/S\+MBmZfI\+MRs\+IQJE/x\+07wedbztttuq9u3blyT75ZdfFN5R77//vv6DPq6wwgpqnXXWUWuuuaYeuy288MIleXCSZh3wfvzyyy/9e6APWHXVVf1z\+wD9/\+TJk/3LeGfa7fIjQw5\+/fVX9eabbyq0F23/\+OOPVbt27fR7EiTC1ltvrVq2bBmSu3GXSWg0DutC3Ek6jihCA8TCn//8Z3X66aernXbaqSFtP\+uss9S5557r3\+vnn39WrVq18s95QATqjUDUgDTo/hhsvvrqq37UGmusoV/AWSPjQGDcdtttup7LLbecP3jyK84DIhCBQJR\+3HvvvWq//faLKOX36N69e6u77rrr9wsJjjAhwuBVwtNPP11yLteb/XvggQeqO\+\+8U1cDE5bPPvssVpVAgmDALeHWW28lGSlgZOw3Sj9Gjhyp9tlnH7/WkCsmGq1bt/avyQFIr\+\+\+\+06fDhkypGRsJGny/gvSpn///n4zpk6dqlZbbTX/3KWDzTbbTE2cOFE3Gf0Z\+rF6hiyNB2ReEkRonH322YneETfddJPacsstfQhBnp188sma0PAvWgerrLKK\+tvf/qYgCzOkVYfZs2eXEZMHHHCAQvlh4aWXXlJ9\+/b1o5EWeeKGb7/9Vp144olq3LhxoVnWWmstdeaZZ6ouXbqEpmlEBAmNRqBcoHtIxxFGaMyZM0eddNJJCp0BwujRo0loFEj\+bEplBKIGpHbu1157TW266ab2ZfXMM8\+obbbZpux6My9kaQDTTBx47\+QIROkHCY1wbElohGNTlJgo/bAJDbT7kksu0RMtGwMSGjYixT4noaF8C1JT0mmQCffff7867bTTzGIrHoNAOPXUU/00adQBhcHS7rzzzvPLlQN8QIbVbFCohdD46quv1P777x\+bPH/ssccUPsg1K5DQaBbyOb1vFKHxwgsvKJhASSChIUjw1wUEogakNgYnnHCCuuKKK\+zLqk\+fPuqOO\+4ou97MC3hBi2n\+iiuuWGLq28x68d75QSBKP2xCA\+b0HTp0CG0glmaBQK8lFN1C49NPP1U9e/b0IcIEuN7m6P7NeFAVAlH6EURo4AYwAbf1hIRGVdDnPjEJjWBC4\+6771Zjx44tkS\+s1kwLN3xUWnLJJUvSHHvssWr99dfXyyx23nnnkjicYJkFlm/MnDlTgTTA5N8MV155pdphhx30pVrrIOXusssugRYiIDnCLBtrITTuuecebXkh91900UX1cmjg8tZbbynM93744QeJ1pYpYsXrX2zgAQmNBoJdhFuR0CiCFNmGeiEQNSA17/vjjz/q9ZdiFmzG4RjrYbG0g4EIFAWBKP2wCQ0sJ8GyknqGohMa9cSOZaeLQJR\+hBEaIKgefPDBksqQ0CiBo/AnJDSCCY0gwV977bXqH//4hx8FC4wNNtjAP5cD\+I6AhQKWdUmAj7O///3vCstLJPz73/9WF198ccnSlmWWWUY99dRTCiRAUIhbB8kLPxhhpAUm8g899JAkLfmthdA48sgj1XPPPafLQzuw7MT0UfPee\+\+VkeOoZ5s2bUrq0KgTEhqNQrog96lEaGCdJhzWyDo\+NBnMJxys7bvvviVOzP7zn//o9cBg87A2bdasWdq51R//\+Ed12GGHlVh52NCB7Rw\+fLhmB\+GAZ6uttlJ/\+ctfFMydwnxoYInMI488ooYOHapg5j9t2jRdLNYid\+7cWeFLuViWgHEdMGCAf9ugr4BwdgoTYGEnN9xwQ712zs/EAycRiBqQmqDgOTbXMuL5e/755/0kl112mX6u/Qu/HeDZPfroo/3LWN4Fthxr47FuFk6g4AAOVh7QJTPAoRxepAhwZnX99derW265Rb8MscwF\+tS1a1d1yimnlK3VhCUJ0iCAaMH65f/93/8tWVuJOiy11FI6jfx78cUX9ctezlG2uTYVegl9fvnll7Ve4v7wK4Iv7\+agAflhcjlixAhdFAYW\+GIBPz146eJrCBwlQi8xwLj55psVvjBgXS36F5hk4osKBigHHXSQgpWJHeAgEphgcoD12CCbkG/11VdXe\+65pxo8eLDGSPJF1QftMAdDkNuOO\+4o2fXvlClTtL8huQi51XsSL/dq9G\+UftRCaOArlbx7sKb38ssvL2neRRddpL\+k4SK\+Zl911VU6vhKhgWfzhhtu8MvBQA3PFQZ1Se\+HwpI8n/aSE3xlhLUFnIVCx/DVDF8NYd687LLL\+nWeMWOGwsBUAt51spwNg3pZaw/nquiPLrzwQm19Bb8\+KA\+T5eOPP17h3Y\+\+AjqF9zzuBwejxx13nALeZqjmfWvmc/04Sj/CCA3ghgnNbrvt5kMYh9DAmAkylb4X5uIYg8HvGRxsynhPCq3l/SFlRP3iuYbuAgvoM/pfOLFF/wtH7\+b7xfahgb4U71C8W/H1eIklltDvGvg\+CFraibqk/f7BeDTp\+1mwSTI\+tgmNYcOGqXPOOUfrMnDB\+ALvS4yVxbcc\+kBMuiVcc801Ze9cuw\+84IILtPPLLC1Blec0yIeGtM38jUsmoA80x2iY1ON9gecqKEBn4ORdAp67I444Qk5LfuPWQTLZy1bwPJu\+1\+AUFmMiO9RCaGBMBesvCSgLRI0ZMP56/fXX9bgI\+Jx//vllz5CZvp7HtRAayntp1Ry8xs3HH0M\+EKgkL2/wo2UpacxfbyLgN9DrrOd7L97QtMjnORSd733B9vPgwPMwPN\+boIXm88iJkjjPKaif3zOXL4kz6ybH3uREp/fIivmesy0/vfdCne95C/fLwoHXafnxyO8NlkvieeImAt5axvn4ixM8x10lz9Dnn39ecu4NLud7XwjKivLIi5J0nsOmknN5nvHrDV5K8l933XV\+WjzXhx9\+uH9u5sOx99WiJK9HFvhpPUJDx3lf0P1ryOMRhiV5cOJN0EvSeB66dZq5c\+fO9wZ\+JXFmHVA/b5BeUt5f//pXPz3izfQ4Rj/j\+fGZ7022yuLMtNBvj4wsKdvzXj4f7TLT2cce2TL/66\+/9vNF1cdunzc59PPKwaWXXlpyT29yKlGF\+43SD4\+sKsECz1fc4A3W/bzeUpWybN6EyI\+H/CV4JJ1/HfL2Jvg6yu7jEecN7iXb/KT3S/p82nrkEfEl9ZZnFc\+wZ07t19PzSl\+SziMd/ThvAO7HATP0OVKO\+euRFvM954uBcXjvetZkfpk4qOZ9W5LR8ZMo/fAmLYEygKwgh\+\+//95H0OwfvY9N/nU58JwXhpaF8rxlSiXPEfLV8v6Q\+1b6Ncs3nz85Rhu9JVR\+EXjfSBx\+0T\+b5\+axR8L5\+XBQr/dPLe9n1Cvp\+NjsDyB7U/4mDt7Hjvn/\+te/cKv5dn/rfbTQ181/HrlVgqm8N4PGA2a\+Rh5L\+zxCY36cP4\+gLWkTxjpB\+ez3N8ZaQenkmkf2lpQL7CTO/o1bB\+TziIuSciFD7yNQyTXvQ03gvTzCsiSdR4wEprPrh/O99tqrJK9HWOgxm0cYzvc\+RMcuJ6jselyT5yDJs5cKC1FLBZJUmnlqQ6CSvOIQGiAZzIGllBf0633JLaksCAc7HQZvYR23EBre14eyfBi42ZMXlIOXHIL35bkkj/0yxMTJrIvHYpbUlSduIhA1IBVUvK9QJc8PiAUEc4KB5wuTLTvYAybzOQw6Nic3YQPGIB0yJ32oQ9AABqSjmRcDSjNg8m/WCWVI8L5QlMSZ6cxjED0STALBTCPHePHbkynoOghUW9\+9NbJSrP61B24oM4gY8dbG\+vni1Mec\+KJMkxBBQd6XFh8H1BWEalFDlH7YA2zPxFb3xeiP7T\+b\+DFxrpXQgH6azzXkZpMrSe\+X9Pm0CQ155u3nGtfNDwhxCQ0pD79BZUq8jQuu9\+vXz39kk7xv/cyOH0Tph01o2P2T57jQR9CUk01o2OMbka39i0myjIlQcC3vD79iIQfjx4/3\+0G7HuY56iTBJjQkXdDza\+ZD/nq9f2p5P9cyPjYJDcEBv/aHPlwbNGiQhtB\+f9sYeX4hSmTiWS4L9IHjAT\+ywQfS3riT5LhkgmehUNJ\+EBaV7oFJvtQFv57lWmj6uHXA/TyruZJyPcs8TSh41hIl19F/2PWrhdDwLOhLyjfbBnLDszbVdfOsqcrua9ejEedSvySPHwmNJKjlPE\+lBwbMua08ngnb/HfffddnhGHJIGXgFx2ot\+ZKW2OANLBfRN7\+zRoxvFTtjtkzv/TjMDkxy8WxEBredkIlcZ4JuM6Hr98YMJv5PvnkEx1nfy03B2yYcJh1wZd2BiIABKIGpIISBpjmcydfhb293Uuue0sPJIv/GzRgwuAMzzssieyJuWdW7OcNGpBiYohnGs\+8rX/ell1\+3iBCA5E2uYcJlATPJLikPZ5zLh2FgZI54AZ54pkIayssfAU3sZHBFzIGEQie2ex8b1mAP6nCZFbye0vdpCr6V9oA4gDYestz9HV8YTbrA32XgTz6JykPv\+agLk597EkIBgkSvH3dS8r2zDUlqpC/UfphExom7vaxPUlLSjDYFhre1qhllgr//Oc/y\+SR9H5Jnk/c3CY0MJn1lkfqemFAaeJjEjrVEBr48ieEGybHZpk4hj7jvWlbr6AuEpK8byWv679R\+mH3Jd6a9jIZvf322xpGsz8zdQX9vSlX9Pme83Y9BsPYCM\+AGe8t//DFUsv7wy8k5MCekOOrOd5LGFfa1ox4VyAEERoyZsRzjPeK2RZ5tuv5/qnl/Zx0fAwsbPxgYSPt9ZYElL3bYZGIYI\+dp06dqq/jn20FgOdNgrxLgS\+eoWYGkXHcSXNcMsH82IB7eMuZIifu3jLZkmcuzJIhbh3Qpo033rikTCEQMDaStuPXW3JfVj97TlaNhQbuXckC2Ly3twSz7N5x5ZFWOqlPkmeRhEYS1HKeJ\+qBgcJLGvziRWkGkwhAvLe23YzW5r5mfiw9QUAna143JxWI99Ykl3XYQmhIPDp1fMGVAPNMe0IiZAfSmMtiMDiAKSCCt66zpC7o9BmIABCIGpAiDSbKJnGAYyynQsCvGYdnXiYtOoH3zx4wweLJDJ4/iZLn05xA2wPSq6\+\+2syqX4imnpmDm7ABjOcYquR\+3rpdv0zTBNi0PrBJC9vU1Zy8Qfck2PqKczvYlmKYeILwALGKL1ImSWPnBanz7LPP\+kQH4jEgMScHIEElxKkP\+iYzP/oVCZgsmHjLIFPii/YbpR9ZIDRMeeAYpvlBISmhkfT5NHUC9cJ7yAwmkWlOMKohNNC3SLDNnFG\+GcLuhzR45qt935plu3ocpR82oYH\+GYSu\+cx6vhI0EWD2OSahgbGTmd7zoVACN5YEmnlNsqqW9wfIW/Rv9h/IZIwDzTp5vjJK6oQJHEgNLKHEBM3zdaTjbULDJF\+QwF7OJ/1rPd8/tbyfk46P0Vab0DDf3Yi3LVLQ1yLY41kTQ3MMjLqZS2DDxgO60Ab/k2cn7sQ4Lpng\+aQoeS6hn1H38Pw4xMoTtw72s7r77rv7dfB82pTcC/e26wd9EXzwWy2hgfJgHW\+TO2aZcuz5Zyq7v12fep5LPZI8fiQ0kqCW8zxRD0wlQgNsseTHr5jZ25CYnToGfwiYZJh5Pedxdrb5nqO/kjQmoYHEWLuMfHgp2p2/lI1BmAR8IZDr\+BVyxp7EyFdeycdfdxGIGpACGfsFNXDgQP0lBfqBP5t1h3mwGewBk\+dx24yebxMMmMxLsAekqK8ZbIsKTOYlVBrAmF/QZOBj18McKGHZhqlbmKzB0kP\+TCIE6eRLk617GOjawXNaVlK2eR/UDfjKV0w7L74IokxgCusOm1xCWSaBFKc\+uAeIWbMe0h6zH7KX69h1K8J5lH7YhAYGUZBD0B/W8ZohKcFgW2iYcsKx7cdF7pn0fkmfT5vQMP0loE6mfmJCKqEaQgPPvwR7WZxtPWS\+b00CRfJX\+76VfC7/RulHEKEBgtyebIDENkkJk9Aw0wbJDfjDQs3UAxBUCEnfHyCSzfLM47333nu\+vUwJVlJxgk1o2EuDPQe\+JfeV91k93z9J3894J5i4VDM\+Blbmu8ReLop4\+32MZQwSzKVLeD4Q7PpgImwGs78Je47M9PU8FtziTpbjkgkmaYt7YOwWdQ8sxZD64Dgsfdw6eE5F/fJQrucsXpNQIKLwh2Utcj/8Yo5j3jMNQkPKg4UOPljB\+sdsp3l/kCySvtG/Uo8kzxoJjSSo5TxP1ANTidAAYyz58XvGGWcEooEvDJJOOkq84OQafu2vCijINo0yCQ37S6hZlnkM83IJsMgwBwVwSIoBH740Sx506gxEQBCIGpAiHRxDyvMT5xfPm/llxB4w4YVlBs\+jeUn5lQgNTFrMYK\+ZlAEg0lQawNgTUbz4MAAy22c6DrQn\+Ga6oGPRS5tAMMuUdkDvzS9LQeXhGsoyA0ybzcF\+WD5zGUuc\+uAeIEnM8uCYEX53zGvebjVmdQp5HKUf9nNk\+62oBIpJMJhflSWPGW8O\+KMIDeifWOdJWfg1y6vmfkmfT5PQMAkLqZM5CTXj4xIaZh6UaT\+ftjWX6VBY3tNSlyTvW8nr8m\+UfgQRGsALyyzMvsQct\+C6SWiYH4ywvCQoYNJilofJMIJNaMR9f0QRGrbey8ejoLqZ12xCw3xfIV3Y\+6ye75\+k7\+daxsdoq0loBMnVJihMH1KwkDTlDUsWe8wtzwDuhVBpPPDfFI37L3WPO4GOSybYH5ew9LDSPWxiztsxKDR9nDrAYjyMOJA227\+2c9BaCQ2MXbydtOajLmbb8VHI2xFu/mqrrVby7MCi0UzXyGPBIsmTR0IjCWo5zxP1wFQiNGDKKPnxi84iKJjrHtFJI4DAMPOOGjWqLKs5oENaITRsk0y87DEYg6LbHTleRmaACZXcF/ns9af2FwEzL4/dQyBqQGr7ZpFnK\+pXfGwAUXvAZH/NsicilQgN8RkjkrId75oDxEoDGJv8w4DRJP5sXyD2OntYJ4CECPsLIzS8bVWl6iW/IIAwKEad7cG9iTUsvxCwDAWTMjMOdcK6UPj9MPukSktOwuqDe5i\+E/Dlx\+6XxGoDaYsaovTDntgkJTRMwkKwNJd6mPFBhIb9LMB03Q4moWGWJ\+nC7of4ap9P5DEJDUxK7WDuQoJnXkJcQsMmJSr1Iyg7jNCwn\+tq3rdSZ1d/o/QjjNAAXvbky\+zLTELD7IeCnluUZftVkGV6NqER9/0RRWjg/WbW11wmifogiE\+j/579979NaIAUMEPY\+6ye75\+k7\+daxsdos0loBMkVsjIxNpfSYVmrGYf\+znTeH0SQVBoPmDJoxLHUPe7kOQ6ZgLJgDSFl47cSQYH02A3KTO9t\+Ro6uY9TB7svNcuudIx\+RLBISmjA8ah5DxDaUqb5CwtGMx2eGzO\+kcdSjyTPHAmNJKjlPE/UA2MTGjDRkgDrBsmPX0x4hHSQNLaZq/jKsK\+bXtyRF74H0Imb5UvZZkePQZu8nJHPfuHZpuj2OmJzkoaygl6yKJfBTQSiBqT2S8J8Xisdm4SAPWCyJ32VJiL2gNTcAg8Ss/UhLqGBvEFOBKVNJiGDtLYpsD2AxQALu7OYJvDIZ1tE2NspIw3CjBkztJNREEjQUegxyEtzMI\+6wfwfAeSH1BW/tk8P86umKYu49cE97MGJ2ZeYZSJtUUOUftRCaJgDcHNCL1iaMjQH/DahAbIJWxPazwqeKTMkvR/KqPb5RJ68EBq1vG/RTpdDlH5UIjRmz55dRspKn2YSGuZzi3jbygLjJrNvMsmzpO8PjM9u8T4god\+3//BusN9Z9scusTqE3oJQlg9aSQmNer5/kr6faxkfQ2dMvYNczd3NEP/AAw\+UvOPsJXvmc2H2lSgLX\+Lt4AKhYc9ngEWYBcKjjz5agi/SYglv2IQ\+DqHRvXv3sjJRbtSf6RwUememj\+tDw15yD1IL40G7PfZWtdjq1U7TqHNpp/2sxjknoREHpYKliXpgbJMrmajIxN\+2ooAFhMTB87T5VQv3glIhYOJifmnFMV7\+EoJMXPFixotU6oxfLGeRgDhz7T/i5UuwpMGvPbCV8mxSxczDYzcRqDQgxVdZc6CI5whmnFg2Yf/ZAzykFeegSQdMkEjSASnyRg1gbNJR9ARtNpfMoCwQhxKPX\+gh9BEBui7kJPQcOitruG0CQfLojN4/mEWa/QQmp2ZAvHlfcWBqb4smlhvIa389rLTkxK6PeW/I2Ly3eRzXxNosL4/HlfQD7amF0LC3Q5XdDlCu7RCvEqEh5Jstd7y7zJDkfkmfT9w3D4QGnn/zuU7yvjUxdu04Sj8qERrACpNUE385NgkNexkGZATrAASMxeBjTPLhF9Z2Emp5f0gZQb94bmyrKGzjioA6wUmoWSfggJCU0KjX\+wd1quX9nHR8jPvahAYsyOS9Ces/exxrf7yzv7SbeMvzgftIiBoPSLpG/Epd406c45AJUpY95sC94D8IeKE/x8509vJapIGfCSkj6DeqDhiDSLvwC18ZL730UuAfCCczrekc9BaL0Dj66KPnw89FpT\+MS0Fe2Mtd0Ca8S\+FrEPEoe4UVVii5N6yfgtrbiGuCQZJnjoRGEtRynifqgXnjjTdKHm5MLjB4FMYd5q/2iwvnmNCYExHcB74GzACTJ7m//KLTth0ISpxYaMjkSK7DFwYcLdovAMTLtpJR90XaIPLDzMdj9xCoNCDFsyXPIH6xvKJSsL3Ri3PQWgZMtQxI4wxg7H3b0U5YpQQF84sQ0uELAKw8bD8WYqWFMuzBhU0g4CuX6eAM5YIkxVcVDNRtQgkELAIcaSGt/CEdzG7tgbSUpzN5/6LqI\+nkFw7w5B7yi35P\+ipJV9TfSvqBNtdCaMAviWCKX\+CKCYJNkiMuDqGB\+ti\+WFB/CUnul/T5xD3zQGignrW\+b1GGqyFKP6IIDeAW1AebhAasj0Bi2LqCMVjQ2AzOXSXU8v6QMsJ\+baIF9cM7wR4X4lwm6kkJDdShHu8flFvL\+7mW8XHQeBaWFiDgbbmiL7GD/dFQng\+TwDfzxBkPmOnreSx1jTtpjiITzHIwcbd3LpH7VfoFIWGWYx9H1cGOx9jILkPOsYObvV2sOAe1CY1KdZY4OBtF2Rg3ybU4vyBAJK/UrZG/UsckzxoJjSSo5TxP1AODgbn9AkIec/KGL7m2SZuUK7\+Y1MBc3AzocPGCkzT2rz2QkkkCHPnYacPOgyZf//rXv8ryg\+1mIAI2ApUGpIceemjJc4TJW6Vg\+2sRS4daBky1DEjjDGBsM0XomW2qL23Gml77q5GtlyAnTMefcQgEfD0I6oPssoVkRX2wDC2qTzLzY004Qpz66IS//bN3uEGZcGbsSqikH8CgFkIDFkw2YWXKzCS64hIaGCiaZYA8l2VQSe\+X5PkENnkhNGp936KtroYo/YhDaARZypmEBrDFDjn42mo\+2/Yx\+lCY3JuhlveHWU7QMaz4bJLBrhPOX3jhBT97LYRGvd4/tbyf0bCk42OT0KjUD4LcwBKeoHDKKaeUPRNhuzzFGQ8E3aMe1\+Q5iTt5tskCjFsq5YW1UFxn7tjqFctPKpWHuEp1AIliWz5AFyuVedJJJ5XIDkuzkL4WQgP5UY7gW\+kXzkHhPLRSHesdJ/VL8oyR0EiCWs7zxHlg0AHaEwq8qMwAk3p8/bRJCHS2cMQnZISZB8dwPmg73kEeWG/AQafUD7\+ylAUDUHs/csTjKwVMq8wveLJllX1f\+0WLbb8YiICNQNiAFF/FzGcTx7hWKeC5tfUDJAdedmZZ9lpY\+MUw47GOUwIchJpx06ZNkyj9C38cZjz0QwIsmyQOk/\+gANLR/BoU9nVH8gID9AN2f4H7gHCYNWuWJNW/GJhLHfBrW2hIYgwKbfNdyYfBHnyF2HkxeQ36cgnHYPbyA1kiErc\+Uq8gwhf\+PVwJYfoh7bctZaJIP8knvx999FGZ5R1IMziVNrdqNAmN5557ruSZMpcboVzbQaI5wE9yP5SZ5Pk0JxBB\+mdaE0GfJNgTXFkGinhTp6G3ZqjUjyCdqV9m3jTet2Y9XDqO0g\+bMLadcgpW2GJX\+jv8nnXWWRLl/4KURf9lToQlD541fMixQy3vD7usoHM8O3hfme8QqRMsT8xlZMiPnaEkHr82HpXeZ8hfj/dPLe9n1AkhyfjY/NiHMTSWQtjjByzBDPvAgPuCbDXxRD8StMMT0pp9R1B/hDSNClLnuBNme5cb\+BeJkxdkLRyD2ksxcP8NNthgPgghyD9OWZXqcMcdd5TIYcstt4wsEzvLCQ7yC4v5YcOGlV2X\+LBf7GxitgGkCIiaoPQgMrCzCvouM08zjqV\+SZ67BZDJK6CmsMACC\+j8KRRVUz2YOR4CceXlDdyV90Ar/K633npqkUUWCb2B9wVWeQNDteaaa6rll18\+NJ0Z4ZEVymPCdblep62kXmYa\+9gzU1QeM628rxPK\+1qnvM7aThJ47r1klafMyuuo/Pjp06er9u3b\+\+c8IAJAwHsRaCA6depEQKpEwBtoaf1cZpll1Kqrrlqxz4hbtDcYUx5po7yv6VrfPbNMtfTSS4dmx3sI9fAGlMobVCuP/FAtWrQITV9tBOqCOkhA34V\+0pXQKP345ptvlEdQKeBbSd5p4Z70ftU\+n2nVtxHlJH3fNqJuWb1Ho/TDbj/GRBhPoc/zJiip9nn2veKee34blLd9qPImj6pDhw5q8cUXj5s1Ubp6vH8SVcTKlGR8bBaBsapHTqoNN9xQLbbYYmZU2fHIkSPVPvvs41/3Ph6qf/zjH/55Vg9k/N\+odynGCd7HFuU5XlUyXmnZsmVW4UmtXt4HKz2WwngK71WM0xZaaKHUyq\+1IG9pkC4iCZ9AQqNW9HOYXzqOJA9MDpurPEelytudQHnOA/3qe347lGc67p/zgAgIAs0akMr9\+ZtdBLwv5cpzJKy8r0F\+JT2/KMpbcuKfF/2A\+lF0CbN9tSBA/agFPeZNigDG8571p/KsrpTnx8MvxltqoTbbbDP/PKsHMi9pFKGRVRxcrxcJDdefgCrbLx1H0QkNb62qOvzww9V3331XhpDn3FF52ymVXecFIsABKZ8BGwFvrazyTDbL\+hJYiOHL2ZJLLmlnKew59aOwomXDUkCA\+pECiCyiKgS8pRLa0sAe63pLsZW3/K6qspqVWOYlJDSaJYFs3JeERjbkkJtaSMdRdELDWzOvevToUSYXzzGb8ta3lV3nBSIABDgg5XNgI\+Bt6VZi4SXx3np01b9/fzl14pf64YSY2ciECFA/EgLHbIkR8PwzaOsMuwA8i55POftyJs9lXkJCI5PiaVilSGg0DOpi3Eg6jqITGli76Xm01\+vkIDmsxcbkA19bW7VqVQxhshWpI8ABaeqQ5r5Az2mr8rae9S00POdtyttCVnkOU3PftmobQP2oFjGmdwkB6odL0s5GWzGm9Rwm68rAatDbvledccYZynN\+mY0KxqiFzEtIaMQAq8BJSGgUWLj1aJp0HEUnNAQ7OB\+Fs580HQNK2fwtHgIckBZPpmm1CA61suRAK612VVMO9aMatJjWNQSoH65JPDvtzfP7SeYlJDSy8zw1oyYkNJqBeo7vKR2HK4RGjkXFqjcBAQ5ImwA6b5kbBKgfuREVK9oEBKgfTQCdt8w9AjIvIaGRe1HW1AASGjXB515m6ThIaLgne7Y4GgEOSKMxYgp3EaB\+uCt7tjwaAepHNEZMQQRsBGReQkLDRsatcxIabsm75tZKx0FCo2YoWUABEeCAtIBCZZNSQ4D6kRqULKiACFA/CihUNqnuCMi8hIRG3aHO9A1IaGRaPNmrnHQcJDSyJxvWqPkIcEDafBmwBtlFgPqRXdmwZs1HgPrRfBmwBvlDQOYlJDTyJ7s0a0xCI000HShLOg4SGg4Im02sGgEOSKuGjBkcQoD64ZCw2dSqEaB\+VA0ZMxABJfMSEhpuPwwkNNyWf9Wtl46DhEbV0DGDAwhwQOqAkNnExAhQPxJDx4wOIED9cEDIbGLqCMi8hIRG6tDmqkASGrkSV/MrKx0HCY3my4I1yB4CHJBmTyasUXYQoH5kRxasSfYQoH5kTyasUfYRkHkJCY3sy6qeNSShUU90C1i2dBwkNAooXDapZgQ4IK0ZQhZQYASoHwUWLptWMwLUj5ohZAEOIiDzEhIaDgrfaDIJDQMMHkYjIB0HCY1orJjCPQQ4IHVP5mxxfASoH/GxYkr3EKB\+uCdztrh2BGReQkKjdizzXEJmCI08g8i6EwEiQASIABEgAkSACBABIkAEiAARIALNQSDJB/cFvEzza62uMGu1lsP8RIAIEAEiQASIABEgAkSACBABIkAEiIB7CCShJlIlNJJUwD0xNb/FQkBRXs2XBWuQPQRoMpw9mbBG2UGA\+pEdWbAm2UOA\+pE9mbBG2UdA5iVccpJ9WdWzhplZcsIJcj3FnF7Z0nFQXulhypKKgwAHpMWRJVuSPgLUj/QxZYnFQYD6URxZsiWNQ0DmJSQ0God5Fu9EQiOLUslwnaTjIKGRYSGxak1DgAPSpkHPG\+cAAepHDoTEKjYNAepH06DnjXOMgMxLSGjkWIgpVJ2ERgogulSEdBwkNFySOtsaFwEOSOMixXQuIkD9cFHqbHNcBKgfcZFiOiLwOwIyLyGh8TsmLh6R0HBR6jW0WToOEho1gMishUWAA9LCipYNSwEB6kcKILKIwiJA/SisaNmwOiIg8xISGnUEOQdFk9DIgZCyVEXpOEhoZEkqrEtWEOCANCuSYD2yiAD1I4tSYZ2yggD1IyuSYD3yhIDMS0ho5Elq6deVhEb6mBa6ROk4SGgUWsxsXEIEOCBNCByzOYEA9cMJMbORCRGgfiQEjtmcRkDmJSQ0nH4MFAkNt\+Vfdeul4yChUTV0zOAAAhyQOiBkNjExAtSPxNAxowMIUD8cEDKbmDoCMi8hoZE6tLkqkIRGrsTV/MpKx0FCo/myYA2yhwAHpNmTCWuUHQSoH9mRBWuSPQSoH9mTCWuUfQRkXkJCI/uyqmcNSWjUE90Cli0dBwmNAgqXTaoZAQ5Ia4aQBRQYAepHgYXLptWMAPWjZghZgIMIyLyEhIaDwjeaTELDAIOH0QhIx0FCIxorpnAPAQ5I3ZM5WxwfAepHfKyY0j0EqB/uyZwtrh0BmZeQ0KgdyzyXkCtCY/Lkyerdd99VH3/8sWrXrp1ae\+21VefOndUiiywSKoPZs2erV199Vb333nuqTZs2auONN1YdO3ZUrVq1Cs2Dyfrbb7\+tcL9Zs2apddZZR2266aaqffv2oXnsCLyYHn30UX15lVVWUX379rWT5PJcOo44hMbUqVPVSy\+9pD777DONYZcuXdRKK62Uy3az0kQgDgLVDEipH3EQZZoiIUD9KJI02Za0EahGP8x7Dxs2TI\+zTjnlFLXQQguZUTwmAoVHQOYl1RAakyZNUuPHj9fYbLLJJmqLLbYoPE5Fb2AuCA2QGMcff7x66qmnyuSx8sorq6uvvlr16tWrLA6EwgEHHKC\+\+\+67kjiQIA888EDg5Prbb79Vhx9\+uBo5cmRJHpxce\+21auDAgWXX7Qu43/rrr6\+mTZumozbffHP18ssv28lyeS4dRyVCA3GnnXaauvjii8va2K9fP3XdddepBRdcsCyOF4hA3hGIMyClfuRdyqx/UgSoH0mRYz4XEIijHzYOt99\+uzr44IP15a\+//lottdRSdhKeE4FCIyDzkriExk8//aS23357NXPmTI0L5nyDBw8uNEYuNC7zhMZXX32lrSqEHAgTCsiOHj16\+NFjxoxRPXv29M/tg\+WWW07hC6lt3bHllluqF1980U7un1911VVq0KBB/nnQAUgPTNoluEZonH322eqcc87RzYdly1ZbbaXAhj7//PP62r777qtGjBgh8PCXCBQGgTgDUupHYcTNhlSJAPWjSsCY3CkE4uiHCe2l1XoAAEAASURBVAgsYLt27epfIqHhQ8EDhxCohtD45Zdf1Iknnqgef/xxHyESGj4UuT7IPKFx3HHHKZAIEtq2bat69\+6txo4dq95//325rEBQfPHFF/75dtttp5555hn/HHmw9MEkK66//no1YMAAPw0m3N27d/fPYWWx2WabaWsNsfLAfVBO69at/XTmAZRkp512Mi8plwgNYLPqqqvq9h922GFq6NChvjXGBRdcoM444wwdB4sV4MJABIqEQNSAlPpRJGmzLdUiQP2oFjGmdwmBKP0QLPCF\+aKLLlIgx81AQsNEg8euIBCX0Pjwww/Veeedp1555ZUSaEholMCR25PMExprrrmmmjJligYYvizeeOMNf43gjjvuqJ544gkf/E8\+\+URPpl977TXt80IiYEqEzv/nn39WKE\+sPdZYYw1NirRs2VIn3WOPPdSoUaMkmzZHWn755dXNN9\+ssFRCwp133qmXssi5/OJlst5662m/G3INvy4RGrDMkJfs559/rlZccUUfCpjar7XWWlqeMJEcPny4H8cDIlAEBKIGpNSPIkiZbUiKAPUjKXLM5wICUfoBDDAGxlLqd955pwwSEhplkPCCAwhEERo//PCDuuKKK0LnHCQ0ivGQZJrQ\+PLLL9UGG2zgEwTnnnuuGjJkiI88fFocc8wx/jmsL\+DYBeQFfDhI\+OijjxTIC4TLL79cmxtJHPxzrLvuugpmSKajUDzgN910k042d\+7cEouMPn36qDvuuEOK8H8xScd6Rju4RGiIZQysVEaPHm1DoSDDs846S18HrvSlUQYRL\+QYgagBKfUjx8Jl1WtGgPpRM4QsoMAIROkHmo4vzGeeeaZG4aijjtJLrffZZx99TkJDw8B/jiEQRWhgg4f99tsvFBUSGqHQ5Coi04SGIPnrr78qkBvYpWSJJZaQy\+qII47wSQdcxI4kyy67rLKXqYCsECuMxx57TO28885\+Gc8\+\+6zaeuuttTWGuYvJJZdcok4\+\+WQ/HZaeTJw4UZ9369ZNjRs3zo/DAZyIyksF5/Adgd1VEFwiNKRjwZdoeelqEH77B0etu\+66qz7DkiHsVMNABIqCQNSAlPpRFEmzHUkQoH4kQY15XEEgSj\+AAwgN7M6A5bsYWz755JNqhx120BCR0HDlSWE7TQRkXBXmFNQkNFZbbTV15ZVXqt13390vgoSGD0WuD3JBaAQhDPICyxfEtwV2O8H6dIS99tpL72KCY9u3BkgJkBMS7rrrLu2TAw88tnSVcMsttyj4gJCASbhswwprD1h9SICnXCyHkbpg1xXc59Zbb9VJXCE0fvzxR7XooovqNgMD03pGsDKdWMFnCZywMhCBoiBQaUBK/SiKlNmOpAhQP5Iix3wuIFBJP6T9\+EBnWraS0BBk\+OsqAlGEBpZp4QM1PoJjLrfwwgsrmfwCMxIaxXhyRKaVduEMa\+kCXqb5YZFxr8uDWE1RIA5gui0WE7iXSUCY1hQ2\+YAHe6ONNvKrhyUoJ5xwgvZ4azrzFKJDEsJc6d5775VTNW/ePCV1N31vwNrj6aef1griGqEBkgk\+RxBs/AQ4LPGBs1UE\+D/B1kkMRKAoCFQakFI/iiJltiMpAtSPpMgxnwsIVNKPsPaT0AhDhtddQUDmYmEWGphf4q9FixY\+JDL5xQUSGj4suT4QmVbDJ0iDm0JozJkzR\+8iYnqphQUE/GfIw2o7EjUfcjhSgl8OCfDnACeWICvMNVb33Xef2nvvvSWZdsJ09913\+\+f42gqWb9iwYapv377\+dfHXAesO1wiNGTNm\+E5AsQQHljJ2gONWmHwhPPzww/7yE32B/4hAzhGoNCClfuRcuKx\+zQhQP2qGkAUUGIFK\+hHWbBIaYcjwuisIRBEaQTjI5BdxJDSCEMrfNZFpLgiN2bNnawdI4psCcGNJyaRJk9Qqq6zio49lDLI9q22hYe\+AIksjYFXRo0cPvwzbwsBcxoJEAMycnOPaddddp4488kgc6uUqrhEapkn9bbfdpg466CCNhfnvzTffVB07dtSXsK3uNttsY0bzmAjkGoFKA1LqR65Fy8qngAD1IwUQWURhEaikH2GNJqERhgyvu4IACQ1XJF25nbkhNILIDPjNeO655/RWrGYzzeUhtg8NWHb86U9/8pOLJYE50UakuYQF5\+YWsfCXAasP2ylp//79feejjzzyiL89bNu2bdWBBx6o8Atno3kO0nGEMWCLL7649iVy1VVXqUGDBpU1FX4zunfvrq\+DiOrUqVNZGl4gAnlFIGpASv3Iq2RZ7zQQoH6kgSLLKCoCUfoR1G4SGkGo8JpLCMi8xLTGj2q/TH6RjhYaUWjlI15kGjY/rdSKhi05gc8M\+KYwLTNAKowZM6bEMkMqa\+9y8tNPP/nbrt5///0lS0lkq1c49jR3OTn//PPV6aefLkVqBzLYlQOhZ8\+e2rP0/vvvr0aMGOGniToAofHtt99GJct0vHQcYQ8MlvNgWQ\+W8cj2rGaDHnzwQbXnnnvqS3DiClKKgQgUBYGoASn1oyiSZjuSIED9SIIa87iCQJR\+BOFAQiMIFV5zCQGZl5DQcEnq5W3NPKGBiXPv3r1LiAM4lcR2q7C\+CAqwghg8eLAfZVoCYJJ97rnn\+nEff/yx6tChg4Ln6FatWvnXd9ttN/XQQw/pcxAq\+LIqAZYYN9xwgyKhIYj8/isOUjt37qwmTJjwe8RvR8cee6zCMh/bcqYsIS8QgRwiEDUgpX7kUKiscmoIUD9Sg5IFFRCBKP0IajIJjSBUeM0lBEhouCTt8LZmntCAL4ZDDjmkpAXYQxgkhB3gO2PppZfWW6piS1cJsAjA0hLs0b366qv726t269ZNjRs3TpKVLSGBRcgmm2yiCRDT2gBkCixG4Ej07bff9vObB/DBIRYdmLwPHDhQLbLIIuqUU04xk\+XuWDqOMAsN0wIG7V977bX9NsJSZtlll9X4w2kqlvUwEIEiIRA1IKV\+FEnabEu1CFA/qkWM6V1CIEo/grAgoRGECq\+5hIDMS2ih4ZLUy9uaeUID/hbgdyFOEKIBaeVLqOTD0oZp06bJqf61d9mwHYYiEZyKTpkyxc\+36aabKnnp\+BcDDlzc5QQwwNIFpBGwhiUNlgVhKQ8cIvbp00eNGjVKozV58mTfOWgAfLxEBHKJgPQNYb5hqB\+5FCsrnRIC1I\+UgGQxhUQgSj\+CGk1CIwgVXnMJARIaLkk7vK2ZJjQwKTZ3Lwlvxn9jTELjjTfeULDYwHKRoADrDKRv2bJlSTQsKbBbSVgYPXq03jY2LF6uu0pooP32FrjY1QTykDBkyJCSZT9ynb9EIO8IxBmQUj/yLmXWPykC1I\+kyDGfCwjE0Q8bBxIaNiI8dw0BEhquSTy4vZkmNIYOHaoGDBgQXPOAq2PHjvV30EA0nE5iuQp2QjEDnIZeeumlvqNQMw7H11xzjTrttNNKyBA4IR0\+fLjq0qWLnTzwvG/fvmrYsGE6rmvXruqFF14ITJe3i9JxhC05kfZgKQ8wMK1b4BT1vPPOU8BfypH0/CUCRUAg7oCU\+lEEabMN1SJA/agWMaZ3CYG4\+mFiAitYOKpHwG6ASy65pBnNYyJQeARkPpF0yQl2rDz55JMLj1PRG5hpQiMt8LHcAduyLrbYYnq3kgUXXDBW0VOnTlXTp0/Xedq1axcrT9ETSccRRWgIDrNmzdJb3AI/LEVp06aNRPGXCBQOgWoHpNSPwj0CbFAFBKgfFcBhlPMIVKsfzgNGAIiAh4DMS6ohNAhc8RBwgtAontia1yLpOOISGs2rKe9MBBqPAAekjcecd8wPAtSP/MiKNW08AtSPxmPOO\+YfAZmXkNDIvyxraQEJjVrQczCvdBwkNBwUPpsciQAHpJEQMYHDCFA/HBY\+mx6JAPUjEiImIAJlCMi8hIRGGTROXSCh4ZS4a2\+sdBwkNGrHkiUUDwEOSIsnU7YoPQSoH\+lhyZKKhwD1o3gyZYvqj4DMS0ho1B/rLN\+BhEaWpZPBuknHQUIjg8JhlZqOAAekTRcBK5BhBKgfGRYOq9Z0BKgfTRcBK5BDBGReQkIjh8JLscokNFIE04WipOMgoeGCtNnGahHggLRaxJjeJQSoHy5Jm22tFgHqR7WIMT0RoFNQPgP/RYCEBp\+EqhAgoVEVXEzsGAIckDomcDa3KgSoH1XBxcSOIUD9cEzgbG4qCMi8hBYaqcCZ20JIaORWdM2puHQctNBoDv68a7YR4IA02/Jh7ZqLAPWjufjz7tlGgPqRbfmwdtlEQOYlJDSyKZ9G1YqERqOQLsh9pOMgoVEQgbIZqSLAAWmqcLKwgiFA/SiYQNmcVBGgfqQKJwtzBAGZl5DQcETgIc0koRECDC8HIyAdBwmNYHx41W0EOCB1W/5sfWUEqB\+V8WGs2whQP9yWP1ufDAGZl5DQSIZfUXKR0CiKJBvUDuk4SGg0CHDeJlcIcECaK3Gxsg1GgPrRYMB5u1whQP3IlbhY2YwgIPMSEhoZEUiTqkFCo0nA5/W20nGQ0MirBFnveiLAAWk90WXZeUeA\+pF3CbL\+9USA\+lFPdFl2URGQeQkJjaJKOF67SGjEw4mpfkNAOg4SGnwkiEA5AhyQlmPCK0RAEKB\+CBL8JQLlCFA/yjHhFSIQhYDMS0hoRCFV7HgSGsWWb\+qtk46DhEbq0LLAAiDAAWkBhMgm1A0B6kfdoGXBBUCA\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\+JoWNGBxCgfjggZDYxdQRkXkJCI3Voc1UgCY1ciav5lZWOg4RG82XBGmQPAQ5IsycT1ig7CFA/siML1iR7CFA/sicT1ij7CMi8hIRG9mVVzxqS0KgnugUsWzoOEhoFFC6bVDMCHJDWDCELKDAC1I8CC5dNqxkB6kfNELIABxGQeQkJDQeFbzSZhIYBBg\+jEZCOg4RGNFZM4R4CHJC6J3O2OD4C1I/4WDGlewhQP9yTOVtcOwIyLyGhUTuWeS6BhEaepdeEukvHQUKjCeDzlplHgAPSzIuIFWwiAtSPJoLPW2ceAepH5kXECmYQAZmXkNDIoHAaWCUSGg0Euwi3ko6DhEYRpMk2pI0AB6RpI8ryioQA9aNI0mRb0kaA\+pE2oizPBQRkXkJCwwVph7eRhEY4NowJQEA6DhIaAeDwkvMIcEDq/CNAACogQP2oAA6jnEeA\+uH8I0AAEiAg8xISGgnAK1CWXBEakydPVu\+\+\+676\+OOPVbt27dTaa6\+tOnfurBZZZJFQkcyePVu9\+uqr6r333lNt2rRRG2\+8serYsaNq1apVaB5M1t9\+\+22F\+82aNUuts846atNNN1Xt27cPzSMvorAELVq0UJtssklYdG6uS8cRh9CYOnWqeumll9Rnn32mMezSpYtaaaWVctNWVpQIVIuA9AOdOnWKzEr9iISICQqGAPWjYAJlc1JFgPqRKpwszBEEZF4Sh9CYPn26nkd\+\+umnavnll1frrbeeWn311R1BqtjNzAWhARLj\+OOPV0899VSZNFZeeWV19dVXq169epXFPfroo\+qAAw5Q3333XUkcSJAHHnggcHL97bffqsMPP1yNHDmyJA9Orr32WjVw4MCy659//rlCPaJCHBIgqoxmx0vHUaktiDvttNPUxRdfXFbdfv36qeuuu04tuOCCZXG8QATyjkCcASn1I\+9SZv2TIkD9SIoc87mAAPXDBSmzjWkjIPOSSoTGvHnz1PXXX6\+uuOKKstvvs88\+6swzz1QLLbRQWRwv5AeBzBMaX331lbaqmDZtWkVUQXb06NHDTzNmzBjVs2dP/9w\+WG655RS\+kNrWHVtuuaV68cUX7eT\+\+VVXXaUGDRrkn\+Pg8ccfVzvttFPJtaCTSiRAUPosXpOOo1Jbzj77bHXOOefo6sOyZauttlKTJk1Szz//vL627777qhEjRmSxeawTEagJgTgDUupHTRAzc44RoH7kWHiset0RoH7UHWLeoIAIyLykEqFx5ZVXqmuuuSa09Zgv4uM4Q34RyDyhcdxxxymQCBLatm2revfurcaOHavef/99uaxAUHzxxRf\+\+XbbbaeeeeYZ/xx5sPTBJCvA1g0YMMBPgwl39\+7d/fP1119fbbbZZtpaQ6w8cB\+U07p1az8dLBFOPfVU/zzsoBIJEJYna9el4whrC7BZddVVdbUPO\+wwNXToUN8a44ILLlBnnHGGjnv55ZfV5ptvnrXmsT5EoCYEogak1I\+a4GXmnCNA/ci5AFn9uiJA/agrvCy8oAjIvCSM0Pj\+\+\+/13O6HH37QCCy66KJqxx13VBMmTNDzOYHlkUce0a4M5Jy/\+UIg84TGmmuuqaZMmaJRhS\+LN954wzcLwgP5xBNP\+Ih/8sknejL92muvaZ8XEjF48GB10UUXqZ9//lmhPLH2WGONNTQp0rJlS510jz32UKNGjZJsaubMmXqN1c0336ywVELCnXfeqZeyyPn\+\+\+/vWxzssMMO2qxJ4uQX94izLEXSZ/VXOo4wQgOWGfgCjYClOCuuuKI\+xj/kWWuttbQ8Dz74YDV8\+HA/jgdEoAgIRA1IqR9FkDLbkBQB6kdS5JjPBQSoHy5ImW1MGwGZl4QRGrfddps6//zz/dviQys\+XmNuaVrXYy537rnn\+ul4kC8EMk1ofPnll2qDDTbQjjkBKx60IUOG\+AjDp8Uxxxzjn8P6YostttDkBXw4SPjoo48UyAuEyy\+/XJ144okSpZ3DrLvuuuqXX34pcRQKPxo33XSTTjd37twSi4w\+ffqoO\+64wy/DJF2wDkuWW/gJCnQgHUcYoSGWMegkRo8eXdZyyPCss87S14ErfWmUQcQLOUYgakBK/cixcFn1mhGgftQMIQsoMALUjwILl02rGwIyLwkjNDCfE\+v8ZZZZRm9WIJU58sgj1XPPPadPYbmBTSQY8olApgkNgfTXX39VIDewS8kSSywhl9URRxzhkw64iB1Jll12WWUvUwFZIVYYjz32mNp55539Mp599lm19dZba2sMcxeTSy65RJ188sl\+Oiw9mThxoj7v1q2bGjdunD7\+5ptv1JJLLumn22\+//bSzUeyqgiUr8B\+x2267\+fF5P5COI4zQkHiQOiB37ABHrbvuuqu\+jCVD2KmGgQgUBYGoASn1oyiSZjuSIED9SIIa87iCAPXDFUmznWkiIOOqMEIDlvPYHRMBlhmw0JBw2WWXqRtuuEFO1VtvvVXycduP4EHmEcgFoRGEIsgLLF8Q3xZYzoH16Qh77bWX3sUEx7ZvDZASICck3HXXXdonB7ZoxZauEm655RYFHxASMAnHZBwB1h6w\+kDAtqRdu3bVx2H/4AQTCmMSH2Fps35dOo4gQuPHH39UYDgR4FzHtJ6Rdpl4wWcJnLAyEIGiIFBpQEr9KIqU2Y6kCFA/kiLHfC4gQP1wQcpsY9oIyLwkjNCQiS7ui/nhhRde6FcBcz24JJAA/4wrrLCCnPI3RwiInIPmp1HNWMDLND8qUVS8PIjVFAUSA6bbYjGBe5gEhGlNYZIPSAcfHBtttBEOdcASlBNOOKFspxIhOiQdLC/uvfdeOVXYAgh1xxakQVu5\+gl/Ozj00EPVsGHD7Mu5O68kL5BM2NcZwcZPGooteGG5ggD/J9tvv71E8ZcI5B6BSgNS6kfuxcsG1IgA9aNGAJm90AhQPwotXjauTgjIvCSI0IAjUOy2KOGAAw7w/fzhGnwimm4CRo4cqTbccENJzt8cIZA7QmPOnDnaicsrr7ziw4zdMrA\+qkWLFvqa6dMCjkTNh/ydd97RfjkkM/w5wIklyAqQFhLuu\+8\+tffee8updgJ69913\+\+f42rrwwgtrMgOkhgTseAKrgyeffFL76xALEsS/8MILkdYcUk5Wf6XjCCKgZsyY4TsBRacAJtQOcNy62mqr6csPP/ywv/zETsdzIpBHBCoNSKkfeZQo65wmAtSPNNFkWUVDgPpRNImyPY1AQOYl5lxP7osPSXATIAEbEshui7h2zz33lCyPx4fnP/3pT5KcvzlCIFeExuzZs1WPHj1KnLZgScmkSZPUKqus4sMOQkEcwNgWGvYOKLI04umnn9ZlSyG2hYG5jAVpZEKPnVMwSccSFOzo0bFjRylC73Zy1FFH\+efnnXdeiSL5ETk6kI5D2m9W3TSph1fhgw46yIzWx2\+\+\+aaPEbbV3WabbcrS8AIRyCsClQak1I\+8SpX1TgsB6kdaSLKcIiJA/SiiVNmmeiMg85IgQuM///lPiVW\+baFx\+\+23K8zNJDz00ENKJsZyjb/5QEDkFjQ/jWpBQ5ecBJEZ8JsB77SwyDCDuTzE9qEByw6TfRNLAnOijbLMJSw4N7eIta0\+EB8U4IRm9dVX96N69\+6tl2L4F3J4IB1H2AOz\+OKLa78mV111lRo0aFBZC\+E3A055EEBEderUqSwNLxCBvCJQaUCKNlE/8ipZ1jsNBKgfaaDIMoqKAPWjqJJlu\+qJgMxLgggN3BdLTrD0BGHPPfcs8Zlx4403qksvvVTH4R8\+hrdr184/50F\+EMgFoYFlG9iJxNxOB6TCmDFjSiwzBHZ7l5OffvrJ33b1/vvvL1lKgocXW73OnDlTmbucYM/i008/XYrUjB125UDo2bOnXlLiR/52gN1U7G1IRdGQpFevXurBBx\+0s\+XqXNoTRmhgm10s68EyHtme1Wwg2o8OBQFOXEFKMRCBoiAQNSClfhRF0mxHEgSoH0lQYx5XEKB\+uCJptjNNBGReEkZomLucwEXBrbfe6t/\+ggsuUMOHD/fPMX\+RXTH9izzIBQKZJzQwcYZlw4gRI3xA4VQS263C\+iIoYMvVwYMH\+1GmJQAm2eeee64fByuKDh06KJARrVq18q9jq1WYHiGAUMGXVQn9\+/fXu5ZgO1mkw3ITkB077bSTGj16tCRTn376qS5bLpx66qkl3nXlep5\+peMIIzT22GMPNWrUKNW5c2c1YcKEsqYde\+yxegcU23KmLCEvEIEcIhA1IKV\+5FCorHJqCFA/UoOSBRUQAepHAYXKJtUdAZmXhBEa/fr10z4MURHsxIjdFtu0aaPrhSUo8rEcu5tglxOGfCKQeUIDvhgOOeSQEnSvvPLKEqJAIuE7Y\+mll9YEA7Z0lQCLACwt\+frrr/USEHHUCUcx48aNk2TqiCOOUDfddJN/jod8k0020QSIaW0AMgUWIwimvw6cwxfHtttuqwkSlGcygUXY1UM6jjBCw7SAAcmz9tprAxYdYCmz7LLLaoIIW\+JiWQ8DESgSAlEDUupHkaTNtlSLAPWjWsSY3iUEqB8uSZttTQsBmZeEERr4OH3yySf7t4NTUDgHHT9\+fMn8Etb9xxxzjJ\+OB/lCIPOEBvwtwO9CnGASDfIlVPJhacO0adPkVP/au2zYDkORCE5Fp0yZ4ufDWix56eAi1l/BYsMMsE7Aei2YLkno2rWrzxDKtTz\+SscRRmjA0gV\+Q4A1LGmwLAhLeeAQsU\+fPtp6A\+2ePHmy7xw0jziwzkQgCAHpG8J8w1A/glDjNVcQoH64Imm2MwkC1I8kqDGP6wjIvCSM0MDHVPhOFD8awAu7LcJC3wz0n2Gikb/jTBMamBSbu5dEwWsSGm\+88Ya2nhBrDDsvrDOQ3l4rNXDgQGVuw2rnw5ISLC2RgIk9Jurmlq4SJ7/Y\+eSRRx6pqi2SN2u/0nGEERqor70FLtoPeUgYMmRIybIfuc5fIpB3BKIGpGgf9SPvUmb9kyJA/UiKHPO5gAD1wwUps41pIyDzkjBCA/ezrTTsOsAyAxYaDPlFINOExtChQ9WAAQNio4u1T7KDBjLB6SSWq2AnFDPgoYVX29atW5uX/eNrrrlGnXbaaXpphFyEE1I4junSpYtc8n/nzp2rUFf4yDAJlLZt22oHpFgig\+MiBOk4KhEaaCeW8vTt27fEugUYYHsk4C/lFAETtoEICAJxBqRIS/0QxPjrEgLUD5ekzbZWiwD1o1rEmJ4IKH8\+UYnQAE4TJ07UczvMDSXApwY2gNh7773lEn9zikCmCY20MMVyB2zLuthii\+ndSuydSMLuM3XqVDV9\+nSdJ842PvPmzVOff/65\+uSTTxScy2A72aJN3KU9UYSGYDpr1iyFTgb4YSmKOOKReP4SgSIhEHdAKm2mfggS/HUBAeqHC1JmG5MiQP1IihzzuYyAzEuiCA3BaPbs2fpjK5bD40/ySzx/84mAE4RGPkWTzVqL4sclNLLZCtaKCNQHgWoHpPWpBUslAtlEgPqRTbmwVtlAgPqRDTmwFvlCQOYlcQmNfLWOtY2LAAmNuEgxnUZAOg4SGnwgiEA5AhyQlmPCK0RAEKB\+CBL8JQLlCFA/yjHhFSIQhYDMS0hoRCFV7HgSGsWWb\+qtk46DhEbq0LLAAiDAAWkBhMgm1A0B6kfdoGXBBUCA\+lEAIbIJDUdA5iUkNBoOfaZuSEIjU\+LIfmWk4yChkX1ZsYaNR4AD0sZjzjvmBwHqR35kxZo2HgHqR\+Mx5x3zj4DMS0ho5F\+WtbSAhEYt6DmYVzoOEhoOCp9NjkSAA9JIiJjAYQSoHw4Ln02PRID6EQkRExCBMgRkXkJCowwapy6Q0HBK3LU3VjoOEhq1Y8kSiocAB6TFkylblB4C1I/0sGRJxUOA\+lE8mbJF9UdA5iUkNOqPdZbvQEIjy9LJYN2k4yChkUHhsEpNR4AD0qaLgBXIMALUjwwLh1VrOgLUj6aLgBXIIQIyLyGhkUPhpVhlEhopgulCUdJxkNBwQdpsY7UIcEBaLWJM7xIC1A\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\+uH6E8D2V0KA\+lEJHcYRgWAEZF7CJSfB\+LhytelLTuRBJKGRj0eO8sqHnFjL5iDAAWlzcOdd84EA9SMfcmItm4MA9aM5uPOu\+UZA5iUkNPItx1prT0KjVgQdyy8dBwkoxwTP5sZCgAPSWDAxkaMIUD8cFTybHQsB6kcsmJiICJQgIPMSEholsDh3QkLDOZHX1mDpOEho1IYjcxcTAQ5IiylXtiodBKgf6eDIUoqJAPWjmHJlq\+qLgMxLSGjUF\+esl05CI\+sSylj9pOMgoZExwbA6mUCAA9JMiIGVyCgC1I\+MCobVygQC1I9MiIGVyBkCMi8hoZEzwaVcXRIaKQNa9OKk4yChUXRJs31JEOCANAlqzOMKAtQPVyTNdiZBgPqRBDXmcR0BmZeQ0HD7SSCh4bb8q269dBwkNKqGjhkcQIADUgeEzCYmRoD6kRg6ZnQAAeqHA0JmE1NHQOYlJDRShzZXBZLQyJW4ml9Z6ThIaDRfFqxB9hDggDR7MmGNsoMA9SM7smBNsocA9SN7MmGNso\+AzEtIaGRfVvWsIQmNeqJbwLKl4yChUUDhskk1I8ABac0QsoACI0D9KLBw2bSaEaB\+1AwhC3AQAZmXkNBwUPhGk0loGGDwMBoB6ThIaERjxRTuIcABqXsyZ4vjI0D9iI8VU7qHAPXDPZmzxbUjIPMSEhq1Y5nnEkho5Fl6Tai7dBwkNJoAPm\+ZeQQ4IM28iFjBJiJA/Wgi\+Lx15hGgfmReRKxgBhGQeQkJjQwKp4FVIqHRQLCLcCvpOEhoFEGabEPaCHBAmjaiLK9ICFA/iiRNtiVtBKgfaSPK8lxAQOYlJDRckHZ4G3NFaEyePFm9\+\+676uOPP1bt2rVTa6\+9turcubNaZJFFQls4e/Zs9eqrr6r33ntPtWnTRm288caqY8eOqlWrVqF5MFl/\+\+23Fe43a9Ystc4666hNN91UtW/fPjQPIn755Rf1/vvv6/t9/vnnao011lBdu3ZVK664YsV8eYqUjiMOoQHMX3/9dS0vYLDeeutpeeWpvawrEagGgaQD0jlz5qg77rhDQb\+OPvroam7JtEQgNwhUox9Tp05VL730kvrss8/0O7hLly5qpZVWyk1bWVEiUC0C1ejHG2\+84Y\+Hl1lmGa0jGA8vvPDC1d6W6YlArhGQeUk1hMakSZPU\+PHjdbs32WQTtcUWW8TCAHPKO\+\+8U6fFfY888kjVsmXLWHmZqL4I5ILQAIlx/PHHq6eeeqoMjZVXXlldffXVqlevXmVxjz76qDrggAPUd999VxKHTv\+BBx4IHBx9\+\+236vDDD1cjR44syYOTa6\+9Vg0cOLDsOi5Akfbaay/1zjvvlMVffPHF6pRTTim7nscL0nFUIjSA90knnaRuuOGGsibusMMO\+vqqq65aFscLRCDvCFQzIDXbesghh6jbbrtNX5o3b54mNsx4HhOBIiAQRz/wbjnttNMU3pt26Nevn7ruuuvUggsuaEfxnAjkHoE4\+oEPescdd5x6\+OGHy9qLj2j//Oc/1fbbb18WxwtEoKgIyLwkLqHx008/aR2ZOXOmhgRzvsGDB8eC589//rN67LHH/LT4aEsS0YejqQeZJzS\+\+uorbVUxbdq0ikCB7OjRo4efZsyYMapnz57\+uX2w3HLLKXwBsq07ttxyS/Xiiy/ayf3zq666Sg0aNMg/x8Hzzz\+vunfvXnLNPrnlllvUYYcdZl/O3bl0HJUIjb59\+6phw4bptrVt21btu\+\+\+6rnnnlNTpkzR12AhA2YUFjMMRKBICMQZkNrtveeee1Tv3r39yyQ0fCh4UDAE4ujH2Wefrc455xzdclhGbrXVVgpf0/CeRcD7ZMSIEfqY/4hAkRCI0o8ff/xRW7nKhzOMcaEj06dP9wlx4DFhwgRawxbpwWBbKiIg85I4hAYs6U888UT1\+OOP\+2XGJTTwkfwvf/mLnw8HJDRK4GjqSeYJDTDRIBEkYIKMwf/YsWP18g65DoLiiy\+\+kFO13XbbqWeeecY/Rx6YrppkxfXXX68GDBjgp7GJifXXX19tttlm2lpDrDxwH5TTunVrnQ8T\+z/\+8Y96mYkUdOihh\+rDW2\+9VS4p5JsxY4Zq0aKFfy2PB9JxhBEab731lvrDH/6gm7bffvup4cOHq4UWWkhhknbzzTer/v3767ihQ4eqI444Io8QsM5EIBSBqAGpnRF9yQYbbFBiRUZCw0aJ50VBIEo/oA9ivYcPAHhPiDXGBRdcoM444wwNxcsvv6w233zzosDCdhABjUCUflx44YXqr3/9q0571113lRDhmMzB\+hhjVZAcUhahJQJFR0DmJVGExocffqjOO\+889corr5RAEofQgPuBHXfcUf3www8leUlolMDR1JPMExprrrmm/2UfviywbhATZAQ8XE888YQP4CeffKIHQ6\+99pru0CUCpkQXXXSR\+vnnnxXKE2sPmOfB54Wsf9pjjz3UqFGjJJuCOdLyyy\+vJ\+IwdZWA9VNYyoJgW4JceumlerkF4s4//3w1ZMgQHOqAB3\+jjTaS01z\+SscRRmjcfvvt6uCDD9ZtwwsVL1Yz4IED5iA2gpakmGl5TATyhoAMIjt16hRZ9V9//VWbPZrEKzKR0IiEjglyikCUfsAyAxYaCPBDZfqfwjtnrbXW0uMBvGNAljMQgSIhEKUfsATGh7fddttNPfTQQ2VNx/LrY489Vl/H8ml8AGQgAkVHQOYlYYQGSIgrrrgi9J0RRWjg3XPUUUdpS3MbSxIaNiLNO880ofHll1/qr5dgxhDOPffcEoIAPi2OOeYYHz1YX8CxC8gLrMGV8NFHH2kHnTi//PLLtbmRxME/x7rrrqsdepqOQvGA33TTTTrZ3LlzfYsMXOjTp4924Ifj/fffv8T89ZtvvlGLL744ohSWy6BOGJThD\+SIkCc6QQ7/SccRRmjcfffdPtkDM2FzYgdCCc5c8QUBBNGNN96YQwRYZSIQjkDUgNTMedlll2nyE9Zb\+PIMazQEEhomSjwuEgJR\+iGWlTvttJMaPXp0WdMxBjjrrLP0dbyXxXqjLCEvEIEcIlBJPzDmgl588MEHetnzCSecUNZC\+NXYfffd9XU4ZZcBfllCXiACBUJA5iVhhAY2eIDFeFiIIjTuvfde3zrQLoOEho1I886lvwubn1aq2QJepvmVEsSJkwexUlH4kglyAz4XllhiCb9YLFkQ0gEXQXwsu\+yyemJgLlPBmikhEuDMZeedd/bLePbZZ9XWW2\+trTHMXUwuueQSdfLJJ/vpsPRk4sSJ\+rxbt25q3Lhx\+ti8DhNYlIddVWCFAIsS\+ItYbLHF/HLyfhAlL8gJMkAAaQErDFlmY1pv3H///WrPPffMOxysPxEoQaDSgNRMiBcsdlxCgJXZ119/7ROBJDRMpHhcJASi9EPeL7DUOPPMM8uajjXMu\+66q76Odyx2OmMgAkVBIEo/otp56qmn\+s50SfhFocX4oiAg7404hMZqq62mrrzySp/4AwaVCA0sgzT9M8LqHHM8CSQ0BInm/\+aC0AiCCeQFzE/FtwV2O8GDh4DdRrCLCYLtWwOkBEgICbIO0ZxgIM524olBFAZTCFiqAqsPBFhdiAUJCAwEDLQkwOQPprFYzlKEIB1HJQLK/IoGrODE7YUXXvD9l\+ArAxjPRRddtAiQsA1EwEcgzoDUdOwGB8MgX03LJhIaPpw8KBgClfQDeiHvBJjOm9aXAgO2ccVW6AgwvYcTbwYiUBQEKulHVBux\+8nqq6\+uk4VZOEWVwXgikEcEZF4SRmjAVQE\+UOMjOOZy2JVEJr9obxihgY/p2IEO1uYI2KURH8DNFQAkNDQ0mfgnMq00Pw2raMMsNOwKgMSAaapYTCDeJCBMqwmTfEA6PNimHwssQYHpHjze4iUgQYgOOYe5EibhEjDpAAMu/jzketivXV5Yuqxfl44j6oERc3q7PegMnn76ad9qw47nORHIMwJxBqTob7CeEwQo/P1gpyUSGnmWOuseF4FK\+oEPA/hAgBD2vsQSUTjrRoBlE7en1FDwX0EQqKQflZoICz9YDsvuJ7ReqoQW44qGgMxLwggNzFfwJ9biaL9MfnEcRmhgY4e//e1vSKLJ9ieffFJb55PQ0JBk7p/INGp\+GlTxphAac\+bM0cSD6aUWSz3gq0IeVtuRqPmQo8PHrgISsB4XTshAVphrrO677z619957SzJtDo5JhwR8TYK/DHOZCuJgkYGvrtjnGGSJBFyH09KlllpKLuXyVzqOsAcGuMBC4\+KLL9btw\+ATJlrYIld2mAHO8H\+yzDLL5BIDVpoIhCEQNSDFCxEsP4K5tR4JjTBEeb1ICFTSD\+wCJk5AR44cqS0t7bbjHQqTYQT4C5DlJ/oC/xGBnCNQST/CmoZlvlhGLR/4rrnmGnX00UeHJed1IlA4BGReYs71ohopk1\+kCyI0YIVvuifAMhWM3bBcnoRGFLrNiReZhs1PK9Wq4YTG7Nmz9Vomc/0SlpTAHGiVVVbx6wozVJk82xYa9g4oYtoKqwFznZT9hchcxoIbATCQFvDrYQYQI/vss4\+\+ZE5ecMEmScx8eTmWjiPsgcEezX//\+991c0BawDOw5Hnuuef0ujVY2GB7sfHjx/txeWk/60kEKiFQaUBqOjm2HRyT0KiEKuOKgkAl/TCXnNx2223qoIMOKmv2m2\+\+qf1SIQK7A22zzTZlaXiBCOQVgUr6EdQmTLpgpTRlyhQdjS0pZWvjoPS8RgSKiIDMMdIiNOB3ER9e3377bQ0XrPdhVYtAQkPDkMl/uSE0gsgM\+M3AJBkWGWYwl4fYPjRg2fGnP/3JTy5fgsyBEiLNJSw4N7eIham4KA52NBE/HkgH0z\+xwsCkX6xGEIdtXE8//XQc5jZIxxFEaGC9mXidx2AUg1I7wIkr1rEhmF\+o7XQ8JwJ5RKDSgBRbTcIxLgJeiq1bt/abCEJViEB8eYaeYemcONj1E/KACOQYgUr6gWbJ\+xR\+ZWDpaAf4zcDWlQj2Llp2Wp4TgbwhEKUfZnvwQahnz57\+\+FM\+zplpeEwEXEBA5iUyL4vTZpn8Iq1toYEtkc1NIeDiAHNJBNzD/KiOj91wPYD3FXZxZGgeAiLToPlpVK0aZqEBwgC\+F8yHCKTCmDFjSiwzpMLY/tDc5QSWFDJ5wETCXEoCSw5s9Tpz5syS5SM2\+QCgxNknXiKwvkDAtqRmvbDfMdbESzCdhmJ/cJgt5TlIxxH0wEybNs2XB9aewZmOHaZPn65WWmklffnOO\+/0d3aw0/GcCOQRgUoDUvjugQ\+fuOGRRx5Ru\+yyS9zkTEcEMo9AJf1A5bEcFMtCsQxUtmc1G/Xggw/6u2PBCTg\+ajAQgaIgEKUf0k5MuHr16iWnCnphnvsRPCACDiAg85K0CA1YzAa9fypBiU0jsFEFQ/MQyDyhgYlz79691YgRI3yU4JcB26MKY\+ZH/HaALVcHDx7sXza/5OAhhbm3BHiG7tChg4KJUatWreSy2m233RReGgggVPDlSEL//v31dqQ4P/DAAxUm5hJGjx7tOxc1TWgRH/bVSfLm4Vc6jiBCA1Y0Sy\+9tG5GWFs///xzfxAq1jF5aDfrSATiIFBpQLr77rtrJ6BB5cAfj1h6ySQNFk4gchmIQFEQqKQfaCN2Axs1apRekggLPjvgowC\+RNuWl3Y6nhOBPCIQpR9ok0lmQA9AfGMJLwMRcBUBmZeQ0HD1CfhvuzNPaGBQb3/ph5UDSAg7wHcGJtRYV2gyZXvuuafC5BnLQbCtlUwc4BV63LhxfjFYCoElERJgebHJJptoAsRk60CmyEQDS17Mdbz4ogpfGQggTi688EIpTj311FMlfjr8iBwdSMcRRGigGfBlAksN4IP2yhIUaSIcVokp8QcffFAiJ0nDXyKQVwTiDEiD2kYfGkGo8FrREIjSD9OC0t6pAZaWWIKF9/dhhx2ml4UWDR\+2x20EovTj008/9ce\+YUuu3UaQrXcRAZmXpEVowAUB5nZBAVa25rwRH7ix5ATL7MXdQFA\+Xqs/ApknNLBeFutm4wSTaJAvPZIPnT8m2mawvaTbDkORFk5FxeESzrFjh7x0cI5gbhOLc7Dm//73v33iBNeQD2se7Qk\+4vIUpOMIIzQuvfRSdcopp\+gmYdAJ8gk7vCCAVBKHqdtuu61eMiTl6QT8RwRyjoD0DViKVk0goVENWkybVwSi9AOWkvjogHc1LDGxrBQ7icHasU\+fPtp6A22fPHmy7xw0r1iw3kTARiBKPzB\+wjgK4aKLLtIf3Owy5BxLqRdbbDE55S8RKCwCMo9Ii9CoBBSdglZCp7lxmSY0TJ8McWAyCQ2waLDYEGsMOz\+sM5C\+ZcuWJVEDBw5U1113Xck188RcUiLXQYTAaeisWbPkUtmvWHuUReTsgnQcYYQGBqTY2gge6CWAzAE2QiiB4ID3YHNnGknLXyKQZwSiBqRhbSOhEYYMrxcJgTj6YW\+h3rFjxxLfM0OGDClZNlokfNgWtxGopB\+24/oopFAWxl4MRKDoCMi8hIRG0SVduX2ZJjSGDh2qBgwYULkFRuzYsWN9D\+i4DKdhWK5imw7BaSgsCcRRqFGEPsSyCOwzbJIhcEI6fPhw1aVLFzu5Pp8xY4aC6REcw5gBk/vrr7/eNxM04/J4LB1HGKGBNoHUgGUGHLuZGCKuX79\+\+ssCvQEDDYaiIVBpQFqprffcc4/2FYQ08\+bN43bGlcBiXG4RiKsfMOnt27dviXUkiHBsS4n3t7yHcgsEK04EAhCopB8m6R2QtexSUT6ilTWMF4iAhYC8D5ISGnA3YO5qYhVfcgoHvKaPxtdff10tvPDCJWl40hwEMk1opAUJzFXBbsP8Dg2Ou\+xj6tSpCrtyIE/cCTjW\+crexeuuu27JjidptaeZ5UjHUYnQkPohDawy4HgVy3CwfMd0vCrp\+EsEioJApQFpUdrIdhCBpAhUqx\+w7MMgFe9fLEVp06ZN0lszHxHIPALV6kfmG8QKEoEGICDzkmoIjQZUi7doMAJOEBoNxrTQt5OOIw6hUWgg2DgiEIAAB6QBoPASEfgNAeoHHwUiEI4A9SMcG8YQgTAEZF5CQiMMITeuk9BwQ86ptVI6DhIaqUHKggqEAAekBRImm5I6AtSP1CFlgQVCgPpRIGGyKQ1DQOYlJDQaBnkmb0RCI5NiyW6lpOMgoZFdGbFmzUOAA9LmYc87Zx8B6kf2ZcQaNg8B6kfzsOed84uAzEtIaORXhmnUnIRGGig6VIZ0HCQ0HBI6mxobAQ5IY0PFhA4iQP1wUOhscmwEqB\+xoWJCIuAjIPMSEho\+JE4ekNBwUuzJGy0dBwmN5BgyZ3ER4IC0uLJly2pHgPpRO4YsobgIUD\+KK1u2rH4IyLyEhEb9MM5DySQ08iClDNVROg4SGhkSCquSGQQ4IM2MKFiRDCJA/cigUFilzCBA/ciMKFiRHCEg8xISGjkSWh2qSkKjDqAWuUjpOEhoFFnKbFtSBDggTYoc87mAAPXDBSmzjUkRoH4kRY75XEZA5iUkNFx\+CpQioeG2/KtuvXQcJDSqho4ZHECAA1IHhMwmJkaA\+pEYOmZ0AAHqhwNCZhNTR0DmJSQ0Uoc2VwWS0MiVuJpfWek4SGg0XxasQfYQ4IA0ezJhjbKDAPUjO7JgTbKHAPUjezJhjbKPgMxLSGhkX1b1rCEJjXqiW8CypeMgoVFA4bJJNSPAAWnNELKAAiNA/SiwcNm0mhGgfvx/9s4E/qpp7//fK1GSIRkqSsiryyOqm0xlTKaU8VbULRIpuq6HnihTPAkPrnBToluZIsqQKUOZ0yvKNbxMhaR6ITI8T8L9\+6z7/\+67zz57n73P8Dtnr7U/6/Wq39lrT\+v7/p7vPmt99hrKRsgLZJCAtksoaGTQ\+T6TKWj4YPBjPAF9cFDQiGfFI7JHgBXS7PmcFicnwPhIzopHZo8A4yN7PqfF5RPQdgkFjfJZ2nwFCho2e68GZdcHBwWNGsDnLVNPgBXS1LuIBawhAcZHDeHz1qknwPhIvYtYwBQS0HYJBY0UOqeKRaKgUUXYLtxKHxwUNFzwJm2oNAFWSCtNlNdziQDjwyVv0pZKE2B8VJoor5cFAtouoaCRBW9H21hzQUMf4NFF5B4SIAESIAESIAESIAESIAESIAESIAESCCfQsWPH8B0Fcn/321v6fxbYn2gXBY1EmHgQCZAACZAACZAACZAACZAACZAACZBACIGaCRraVagC2kiIWcyqNAH6q9JEeT2XCKhAW8oD1SUOtIUEwggwPsKoMI8E/kWA8cFvAgkUT0DbJRxyUjw7l86o\+ZAT/SJS0LDja0V/2eEnlrI2BFghrQ133tUOAowPO/zEUtaGAOOjNtx5V7sJaLuEgobdfiy39BQ0yiWYsfP1wUEBKmOOp7mJCLBCmggTD8ooAcZHRh1PsxMRYHwkwsSDSCCHgLZLKGjkYMncBgWNzLm8PIP1wUFBozyOPNtNAqyQuulXWlUZAoyPynDkVdwkwPhw06\+0qm4JaLuEgkbdck771SlopN1DKSufPjgoaKTMMSxOKgiwQpoKN7AQKSXA\+EipY1isVBBgfKTCDSyEZQS0XUJBwzLHVbi4FDQqDNT1y\+mDg4KG656mfaUQYIW0FGo8JysEGB9Z8TTtLIUA46MUajwn6wS0XUJBI9vfBAoa2fZ/0dbrg4OCRtHoeEIGCLBCmgEn08SSCTA\+SkbHEzNAgPGRASfTxIoT0HYJBY2Ko7XqghQ0rHJX7QurDw4KGrX3BUuQPgKskKbPJyxReggwPtLjC5YkfQQYH\+nzCUuUfgLaLqGgkX5f1WUJKWjUJV0Hr60PDgoaDjqXJpVNgBXSshHyAg4TYHw47FyaVjYBxkfZCHmBDBLQdgkFjQw632cyBQ0fDH6MJ6APDgoa8ax4RPYIsEKaPZ/T4uQEGB/JWfHI7BFgfGTP57S4fALaLqGgUT5Lm69AQcNm79Wg7PrgoKBRA/i8ZeoJsEKaehexgDUkwPioIXzeOvUEGB\+pdxELmEIC2i6hoJFC51SxSFYJGosXL5Z3331Xli1bJk2bNpU2bdpIp06dZJNNNolEtmbNGlm0aJG899570qBBA9lrr72kXbt2Ur9\+/chz0Fh/\+\+23BfdbvXq17LrrrtKhQwdp1qxZzjk///yzOSYns8BG69atpUmTJgWOSP8ufXAkETSWLl0qL7/8snz22WeGYefOnaVFixbpN5IlJIESCRRTIWV8lAiZp1lLgPFhretY8CoQKCY\+/MWZMmWKqWddeOGFsvHGG/t38TMJOE9A2yXFCBoLFy6U1157zbBp37697Lfffs5zct1AKwQNiBjDhw\+Xp59\+Os8f22\+/vdx8883Ss2fPvH2PPfaY9OnTR7777rucfRBBHnroodDG9dq1a\+W0006TmTNn5pyDjVtvvVWGDBni5a9YsSL0Gt4BgQ\+TJ0821w5kW7WpD45Cggb2jRw5UsaNG5dn2\+mnny4TJkyQDTfcMG8fM0jAdgJJKqSMD9u9zPKXSoDxUSo5npcFAkniI8hh\+vTp0q9fP5P99ddfy5Zbbhk8hNsk4DQBbZckFTTWrVsnhx9\+uKxcudJwQZtvxIgRTjPKgnGpFzS\+\+uor06ti\+fLlBf0BseOwww7zjpk7d65069bN2w5\+2GabbQRvSIO9Ow444AB56aWXgod72\+PHj5dhw4aZbQoaHpacD5dddplcfvnlJg89Ww488ECBGvrCCy\+YvJNOOklmzJiRcw43SMAFAkkqpIwPFzxNG0ohwPgohRrPyQqBJPHhZ4EesPvvv7\+XRUHDQ8EPGSJQjKCBnvXnn3\+\+PPHEEx4hChoeCqs/pF7QOPfccwUigqbGjRtL7969Zd68efL\+\+\+9rtkCgWLVqlbd96KGHyrPPPutt4xwMffCLFbfddpsMHjzYOwYN7q5du3rbu\+22m\+y9996mt4b28sB9cJ2NNtpIihU0ILKgXDYnfXBE9dAAm5YtWxoTBwwYIJMmTfJ6Y1x11VUyatQos\+\+VV16RffbZx2YULDsJ5BGIq5AyPvKQMSNDBBgfGXI2TS2aQFx86AXxhvnqq68WiOP\+REHDT4OsODq9AABAAElEQVSfs0JA2yVxPTQ\+/PBDGTNmjLz66qs5aCho5OCwdiP1gsbOO\+8sH3/8sQGMuSyWLFnijRE84ogj5Mknn/Tgf/LJJ6Yx/cYbb5g5L3QHuhLh4f/TTz8Jrqe9PXbaaScjitSrV88c2qtXL5k9e7aeZrojbbvttnLHHXcIhkpouvvuu81QFjTq0WUprHGPhou/wY4eC5dccolewtq/\+uAIsxlGwU79kf3888\+lefPmnq04Z5dddjH\+RBfJqVOnevv4gQRcIBBXIWV8uOBl2lAqAcZHqeR4XhYIxMUHGKAOjKHU77zzTh4SChp5SJiRAQLaLokSNH744Qe58cYbI9scFDTc\+JKkWtD48ssvZffddzcTcwL3FVdcIaNHj/bIY06LoUOHetvofYGJXSBeYA4HTR999JFAvEC6/vrrTXcj3Yf5Odq2bSvohuSfKBRfcMx5gbR\+/XrTI0PP6du3r9x11126mfcXDfejjz5aHn/8cbPvkEMOEfTO0KDLO8GiDLUhStDQnjFHHnmkzJkzJ88y\+PDSSy81\+eDKuTTyEDHDYgJxFVLGh8XOZdHLJsD4KBshL\+Awgbj4gOl4w6wvx8466ywz1PrEE080VChoOPzloGmRBLRdEiVoYIGHk08\+OfJ8ChqRaKzakWpBQ0n\+8ssvAnEDq5Rsvvnmmi2DBg3yRAdkYkWSrbfeWoLDVCBWaC8MiAxHHXWUd43nnntODjroINPTwr\+KyTXXXCMXXHCBdxyGnrz\+\+utmu0uXLjJ//nxvX/DDnXfemTP5J4bGYEUWF5I\+OKIEDd0f1SMFE7Uec8wxBoVLXFzwLW0on0BchZTxUT5jXsFeAowPe33Hktc9gbj4QAkgaGB1BgzfRS/gp556Srp3724KR0Gj7n3EO6SPgNarkggaO\+64o9x0001y7LHHeoZQ0PBQWP3BCkEjjDDECwxf0LktsNoJhnkgHX/88WYVE3wOzq0BUQLihKZ77rnHzMkBBQ9LumqCKIE5IDShEY7GOBJ6e6DXR1j68ccfZbvttvPKhR8d/AC5kvTBESZowPZGjRoZU7HyjL/3jNrvn8QKc5ZgElYmEnCFQKEKKePDFS/TjlIJMD5KJcfzskCgUHyo/XhB5\+/ZSkFDyfBvVglouyRK0MAwLbygxktwtOUaNmwo2vgFMwoabnxz1Kdh7dM4C3/320n/jDsobr9\+EYu5FEQMdN3WHhO4h1\+A8PemCIoP\+GLvueeeXrEwBOW8884zM95imIQmFTp0G92V7r//ft2UX3/9NXQIycSJE\+XMM8/0jlu2bJm0atXK27b9QyF/QWTCnCNIQX5qN4b4YLJVJMx/gqWTmEjAFQKFKqSMD1e8TDtKJcD4KJUcz8sCgULxEWU/BY0oMszPCgFtl0QJGmhf4t8GG2zgIdHGLzIoaHhYrP6gPi1GT1CDayJofPPNNwLhwT9LLbrdYf4M/bIGJxL1f8kxkRLm5dCE\+RwwiSXECv8YqwceeEBOOOEEPcxMwnTvvfd623jbCpXPn6CcA6hOYop5NB599FH/IdZ/1gdH2Bfmiy\+\+8CYBnTlzpukpEzQYE7eiyxfSI4884g0/MRn8jwQsJ1CoQsr4sNy5LH7ZBBgfZSPkBRwmUCg\+osymoBFFhvlZIaDtEn9bL852bfziOAoacbTs2K8\+DWufxllQdUFjzZo1ZgKkRYsWeWXDkJKFCxfKDjvs4OVhGIMuzxrsoRFcAUWHRjzzzDPm2nqRYA8D/zAWHBMGDA10/7gsFxvs\+uAIs9/fpX7atGly6qmnKk7v71tvvSXt2rUz21hW9\+CDD/b28QMJ2E6gUIWU8WG7d1n\+cgkwPsolyPNdJlAoPqLspqARRYb5WSGg7RIKGlnxeLid1ggaYWIG5s14/vnnzVKsfvP8w0OCc2igZ8e\+\+\+7rHa49CfwNbez0D2HBtn\+JWCwfGxY4/klKcV8sW\+of64jr2J70wREmaMC2zTbbzMwfMn78eBk2bFieuZg3o2vXriYfQlTHjh3zjmEGCdhKIK5Cyviw1bMsdyUIMD4qQZHXcJVAXHyE2U1BI4wK87JEQNslYe2yKA7a\+MV\+9tCIomRXvvo0qn1ayJqq9dDAnBlYicTfMwOiApZC9ffM0MIGVzlZt26dt\+zqgw8\+mDOURJd6XblypfhXObnyyivl4osv1kuaoSRYlQOpW7duZmZpb\+dvHzCnxhZbbOFNBhpcYtZ/rM2f9cER9YXBcB4M68EwHl2e1W/vrFmz5LjjjjNZmMQVohQTCbhCIK5CyvhwxdO0oxQCjI9SqPGcrBCIi48wDhQ0wqgwL0sEtF1CQSNLXs\+3NfWCBhrOvXv3lhkzZnilx6SSWG4VvSDCEpZcHTFihLfL3xMAjWyIDZp00k7Mf1G/fn3Nlh49esjDDz9stiGo4M2qpjPOOEMw\+ac/QWzx9zaA2IKJS11L\+uCIEjR69eols2fPlk6dOsmCBQvyzD/nnHMEw3yCPWfyDmQGCVhIIK5Cyviw0KkscsUIMD4qhpIXcpBAXHyEmUxBI4wK87JEQNslFDSy5PV8W1MvaGAuhv79\+\+eUHGsIh60cgrkzmjRpYpZUxZKumtAjAENLsEZ369atvV4UXbp0kfnz5\+thZkmfyZMne9sQKdq3b28EEH9vA4gp6DHiTxMmTJAhQ4Z4WUuXLvUmv/QyHfigD44oQcPfAwY9Wtq0aeNZjZ4yW2\+9teGPJXExrIeJBFwiEFchZXy45G3aUiwBxkexxHh8lgjExUcYCwoaYVSYlyUC2i6hoJElr\+fbmnpBA/MtYN6FJMkvNOibUD0PQxuWL1\+um\+ZvcNLO4IShOAiTiuqqJdju0KGD6I8OtjVddNFFMnbsWN2U9evXOzd/BozTB0eUoIGeLhCNwBo9adBTBUN5MCFi3759Te8NXGfx4sXe5KDYZiIBFwjos8HfW8tvF\+PDT4Ofs0aA8ZE1j9PeYgjExUfYtShohFFhXpYIaLuEgkaWvJ5va6oFDTSKw\+bIyDfjXzl\+QWPJkiWCHhsYLhKW0DsDx9erVy9nN3pZoLdFVJozZ45ZNja4v1\+/fjJ9\+nSTHTVpaPAcG7f1wRElaMCm4BK4WNUE/tA0evTonGE/ms\+/JGA7gSQVUsaH7V5m\+UslwPgolRzPywKBJPER5EBBI0iE21kjoO0SChpZ83yuvakWNCZNmiSDBw/OLXGBrXnz5nkraOAwTDqJ4SpYCcWfMGnotdde600U6t\+Hz7fccouMHDkyRwyBSDF16lTp3Llz8HCzjfkysAwpElZZue\+\+\+8xn1/7TB0chQQM2YyjPwIEDc3q3NG7cWMaMGSPgr9dxjQ/tyTaBpBVSxke2vydZtZ7xkVXP0\+4kBJLGh/9a6AWLieqRsBogJqdnIoEsEdD2RKmCBlaovOCCC7KEzElbUy1oVIo4hjtgWdZNN93UrFaSdClVzIOxYsUKc07Tpk0rVRyrr6MPjjhBQ41cvXq1WeIW/DAUpUGDBrqLf0nAOQLFVkgZH859BWhQAQKMjwJwuCvzBIqNj8wDIwAS\+I2AtkuKETQIzj0CmRA03HNb7SzSB0dSQaN2JeWdSaD6BFghrT5z3tEeAowPe3zFklafAOOj\+sx5R/sJaLuEgob9vizHAgoa5dDL4Ln64KCgkUHn0\+RYAqyQxiLiARkmwPjIsPNpeiwBxkcsIh5AAnkEtF1CQSMPTaYyKGhkyt3lG6sPDgoa5bPkFdwjwAqpez6lRZUjwPioHEteyT0CjA/3fEqL6p6AtksoaNQ96zTfgYJGmr2TwrLpg4OCRgqdwyLVnAArpDV3AQuQYgKMjxQ7h0WrOQHGR81dwAJYSEDbJRQ0LHReBYtMQaOCMLNwKX1wUNDIgrdpY7EEWCEtlhiPzxIBxkeWvE1biyXA\+CiWGI8nAU4Kyu/AvwhQ0OA3oSgCFDSKwsWDM0aAFdKMOZzmFkWA8VEULh6cMQKMj4w5nOZWhIC2S9hDoyI4rb0IBQ1rXVebguuDgz00asOfd003AVZI0\+0flq62BBgfteXPu6ebAOMj3f5h6dJJQNslFDTS6Z9qlYqCRrVIO3IffXBQ0HDEoTSjogRYIa0oTl7MMQKMD8ccSnMqSoDxUVGcvFhGCGi7hIJGRhweYSYFjQgwzA4noA8OChrhfJibbQKskGbb/7S\+MAHGR2E\+3JttAoyPbPuf1pdGQNslFDRK4\+fKWRQ0XPFklezQBwcFjSoB522sIsAKqVXuYmGrTIDxUWXgvJ1VBBgfVrmLhU0JAW2XUNBIiUNqVAwKGjUCb\+tt9cFBQcNWD7LcdUmAFdK6pMtr206A8WG7B1n\+uiTA\+KhLury2qwS0XUJBw1UPJ7OLgkYyTjzq/xPQBwcFDX4lSCCfACuk\+UyYQwJKgPGhJPiXBPIJMD7ymTCHBOIIaLuEgkYcKbf3U9Bw278Vt04fHBQ0Ko6WF3SAACukDjiRJtQZAcZHnaHlhR0gwPhwwIk0oeoEtF1CQaPq6FN1QwoaqXJH\+gujDw4KGun3FUtYfQKskFafOe9oDwHGhz2\+YkmrT4DxUX3mvKP9BLRdQkHDfl\+WY0HNBQ19gJdjBM8lARIgARIgARIgARIgARIgARIgARLIJoGOHTsWbfjvfntL/8\+izwqcQEEjAISbJEACJEACJEACJEACJEACJEACJEACiQnUTNDQrkIV0EYSG8sDSydAf5XOjme6T0AF2lIeqO7ToYVZJ8D4yPo3gPYXIsD4KESH\+0ggnIC2SzjkJJxPVnJrPuREv4gUNOz4ytFfdviJpawNAVZIa8Odd7WDAOPDDj\+xlLUhwPioDXfe1W4C2i6hoGG3H8stPQWNcglm7Hx9cFCAypjjaW4iAqyQJsLEgzJKgPGRUcfT7EQEGB\+JMPEgEsghoO0SCho5WDK3QUEjcy4vz2B9cFDQKI8jz3aTACukbvqVVlWGAOOjMhx5FTcJMD7c9CutqlsC2i6hoFG3nNN\+dQoaafdQysqnDw4KGilzDIuTCgKskKbCDSxESgkwPlLqGBYrFQQYH6lwAwthGQFtl1DQsMxxFS4uBY0KA3X9cvrgoKDhuqdpXykEWCEthRrPyQoBxkdWPE07SyHA\+CiFGs/JOgFtl1DQyPY3gYJGtv1ftPX64KCgUTQ6npABAqyQZsDJNLFkAoyPktHxxAwQYHxkwMk0seIEtF1CQaPiaK26IAUNq9xV\+8Lqg4OCRu19wRKkjwArpOnzCUuUHgKMj/T4giVJHwHGR/p8whKln4C2SyhopN9XdVlCChp1SdfBa\+uDg4KGg86lSWUTYIW0bIS8gMMEGB8OO5emlU2A8VE2Ql4ggwS0XUJBI4PO95lMQcMHgx/jCeiDg4JGPCsekT0CrJBmz\+e0ODkBxkdyVjwyewQYH9nzOS0un4C2SyholM/S5itQ0LDZezUouz44KGjUAD5vmXoCrJCm3kUsYA0JMD5qCJ\+3Tj0BxkfqXcQCppCAtksoaKTQOVUsklWCxuLFi\+Xdd9\+VZcuWSdOmTaVNmzbSqVMn2WSTTSKRrVmzRhYtWiTvvfeeNGjQQPbaay9p166d1K9fP/IcNNbffvttwf1Wr14tu\+66q3To0EGaNWtW8JwFCxbIBx98IJ999pk5duedd5Z9991XNtxww8jzbNuhD45iBY0pU6YYLhdeeKFsvPHGtpnN8pJAIgKlVkgZH4nw8iDLCRQTH0uXLpWXX37Z/G7gN7hz587SokULywmw\+CQQTYDxEc2Ge0ggioC2S5IIGmgLfvTRR/L555/LlltuKa1atZI99thDGjZsGHV55ltCwApBAyLG8OHD5emnn87Duv3228vNN98sPXv2zNv32GOPSZ8\+feS7777L2QcR5KGHHgqtHK1du1ZOO\+00mTlzZs452Lj11ltlyJAhefkIkMGDB8sLL7yQtw/iycSJE01lLG\+nhRn64ChG0Jg\+fbr069fPWPv111\+bh4iFprPIJBBLoJgKqV6M8aEk\+Nd1AkniA78tI0eOlHHjxuXhOP3002XChAlOvSTIM5IZmSXA\+Mis62l4GQS0XVJI0ICIcdVVV8lLL72Ud6fttttOLrnkEjn00EPz9jHDHgKpFzS\+\+uor06ti\+fLlBalC7DjssMO8Y\+bOnSvdunXztoMfttlmG8EboGDvjgMOOCD0C6/njx8/XoYNG6abRixBr4\+PP/7Yywt\+aNy4sekh0rx58\+Au67b1wZFU0MAbtv3339\+zk4KGh4IfHCSQpELqN5vx4afBz64TSBIfl112mVx\+\+eUGBXpGHnjggbJw4ULvhcFJJ50kM2bMcB0V7csgAcZHBp1Ok8smoO2SKEHjm2\+\+MS\+9V65cWfBed955p\+y3334Fj\+HO9BJIvaBx7rnnCkQETRAHevfuLfPmzZP3339fswUCxapVq7xtKG3PPvust41zMBTEr87ddtttpmeFHoQeFl27dtVN2W233WTvvfc2vTW0lwfug\+tstNFG5rhbbrklR\+BAjwxUuObPn5/To\+T888\+X6667zru2rR/0wREnaKxbt06uvvpqQeXUnyho\+Gnws2sEklRIYTPjwzXP054kBOLiA7\+tLVu2NJcaMGCATJo0yeuNgbdro0aNMvteeeUV2WeffZLckseQgDUEGB/WuIoFTREBbZdECRpXXnmlTJs2zStxo0aN5OijjxZME4ApDDRttdVWZpijbvOvXQRSL2hgHgrt/YBxtEuWLPHmYDjiiCPkySef9Ih/8sknpjL0xhtvmDkvdMeIESNM4/qnn34SXE97e\+y0005GFKlXr545tFevXjJ79mw9TaDmbbvttnLHHXcIurpquvvuu81QFmwPHDhQMP5d0/fffy8IFqTdd99d3nnnHfO5S5cuRuQwGxb/pw\+OQoIGfIShPmq731wKGn4a/OwagbgKKexlfLjmddqTlEBcfKBnhorgGOPs79WI35xddtnF1AcwhHHq1KlJb8vjSMAKAowPK9zEQqaMgLZLogQN9N6HWI604447yiOPPOK9lEbb7sUXX/Qseu6553J\+d7wd/JB6AqkWNL788ksjCmBiTqQrrrhCRo8e7UHFnBZDhw71ttH7At2F0DMAY3A1YewUxAuk66\+/XtBbQhPm52jbtq38/PPPOROFYh6NyZMnm8PWr1/vffmR0bdvX7nrrrvMPsydgbdISOjRgclENaFRf\+\+995pNDH956qmndJe1f/XBUUjQGDNmjBmPBiPPOussMxToxBNPNDZT0LDW9Sx4AgJxFVJcgvGRACQPcZJAXHxoz8ojjzxS5syZk8cAdYBLL73U5ON32aUJt/OMZUbmCDA\+MudyGlwBAtouCRM0sDAEemNg\+gIkzMd49tlne3fFC2od4ohMtNnat2/v7ecHewikWtBQjL/88otA3MAqJZtvvrlmy6BBgzzRAZkQPrbeemsJDlOBWKG9MB5//HE56qijvGtAjTvooINMbwz/KibXXHONXHDBBd5xGHry\+uuvm21/b4sHHnjADDHRAzHM5eCDDza9E9BDQ9ONN95oAkm3bf2rD444QeO1114z3YPRLRhCTvfu3Y3JFDRs9TzLnYRAXIUU14CgwfhIQpPHuEYgLj709wUVTEzSFkyY6PuYY44x2RhyipXOmEjAFQKMD1c8STuqSUB/N8IEDS0H2pEQN7DKIqYu0HTxxRcL2nGaMJyxSZMmusm/FhGwQtAI4wnxAt1PdW4LrHaiXYqOP/54s4oJzgvOrQFRAuKEpnvuucfMyYElWjG5pyZMDoMxvJpQiUJlCgm9PdDrAwlDTND7wD/0BcGi5cIx6LnxzDPPCGbStT3pg6OQoAEByf/mjIKG7V5n\+ZMSiKuQ4jqMj6Q0eZxrBArFx48//ugN18TKZf7el8rBP4ku5rzCJN5MJOAKAcaHK56kHdUkoO2SQoJGWHnQawO953/44QezG200zM/IZCcBKwUNiAXomqo9JoDeL0D4e1P4xQcch/Hre\+65Jz6ahCEo5513njzxxBOCbq6aVOjQ7ZNPPlnuv/9\+3ZRff/1VNIjQQMFQF3959ECIG5jbA\+sdu5DU5kKCRtBOChpBItx2lUChCmmUzYyPKDLMd41AofjASwrMWYUU/P1VDhgiihcESHiJcPjhh\+su/iUB6wkwPqx3IQ2oAQFtlxQjaEDE\+NOf/iRvvfWWV\+KxY8cKXogz2UnAOkEDy\+9AeHj11Vc94hjWgPkzNthgA5MXnEjU/yXHRJX\+oSAYj4tJyCBWQLTQhC5IJ5xwgm6aSS51Pgxk4m1Sw4YNBd2YcD5m0Y1KUAAx5waGw9ie9MFBQcN2T7L8dUGgUIU06n4UNKLIMN81AoXi44svvvAmY5s5c2ZoxRIvBzCpGxImdtPhJyaD/5GA5QQYH5Y7kMWvCQFtl/jbeoUKsnbtWjnjjDPkzTff9A5DD30I6dqO9HbwgzUErBI0MP4Js9UuWrTIA4whJVijfocddvDy0A1Vl2cN9tAIroCiXVsxJATX1hR8Q\+QfxoJjtEH/3//934IxWJogbkDAwGopmIdD0yGHHGKGnei2rX/1waH2J7GDDbYklHiMCwQKVUij7GN8RJFhvmsECsWHf8gJltg79dRT88zH2zQsjY6k81XlHcQMErCUAOPDUsex2DUloO2SJIIGxAxMJ\+BfwAHLtUJE98\+jWFODePOSCFgjaISJGZg34/nnnzdLsfqt9w8PCc6hgZ4d\+\+67r3e4vgnyV5Sw0z\+EBdv\+JWKxfKwGjn94CyYXxSSjmrCaCoa0aHJhQkx9cFDQUK/yLwn8m0ChCum/j8r9REEjlwe33CUQFx\+bbbaZmX9q/PjxMmzYsDwQmDeja9euJh8vMjp27Jh3DDNIwFYCjA9bPcdy15KAtku0XRZVljAxA/NmQEBv2bJl1GnMt4SAFYIG5syAWODvmQFRYe7cuTk9M5R5cJWTdevWecuuPvjggzlDSXSp15UrV\+aocxhC4u95AVCYVR1Jl2CFQAFlT1PwHIgtWPFE06xZs6Rnz566aeVffXBQ0LDSfSx0HROIq5CG3Z6CRhgV5rlIIC4\+MBwUw0LR01GXZ/VzwG/occcdZ7IwCTheajCRgCsEGB\+ueJJ2VJOAtksKCRqYM6Nfv345PTMwfHHKlCk5bb9qlpv3qiyB1AsaaDj37t1bZsyY4VmOScHQEwK9L8IShnqMGDHC2\+V/k4NKEtay17Rs2TJp1aqVWXmgfv36mi09evSQhx9\+2GxDUMGbI00YezVx4kQJChroGXLffffpYeaYM88809vGkrHo6WFz0gcHBQ2bvciy1xWBuApp2H0paIRRYZ6LBOLio1evXma4ZqdOnWTBggV5CM455xzBMNFgz8u8A5lBAhYSYHxY6DQWueYEtF0SJWigvYLFH9AG04RVMqdOnZrzUlr38a\+dBFIvaKArUP/\+/XPo3nTTTUaEyMn8bQNzZ2D9YCypii\+rJrzRwdASCBCtW7f2llTt0qWLzJ8/Xw\+TQYMGyeTJk71t9Ahp3769EUD8b4sgpqDHCJJ/AlJsY\+jKf/zHf5j1jiGK6Fwe2IcJzWzv1qQPDgoa8CgTCeQSiKuQ5h79ry0KGmFUmOcigbj48PegRI/INm3aeBjQ0xITa\+MFA8ZAY1goEwm4RIDx4ZI3aUu1CGi7JErQwJyGF154YU5xRo0aJS1atMjJwwaGMW6\+\+eZ5\+cxIP4HUCxoYL4txs0mSX2jQNz16HrqmLl\+\+XDfN3\+As6cEJQ3EQJhX9\+OOPvfM6dOgg\+qODzNGjR\+etcIK3S8ElXDFMBcvMaeB5F7Tsg5afgoZljmNxq0JAnw3FjO2noFEV1/AmKSAQFx9YAh0vHfBbjZ6YGFaKidowYWjfvn1N7w2YsXjxYm9y0BSYxSKQQEUIMD4qgpEXyRgBbZdECRqnnHKKWTwiCRa8RMfciEz2EUi1oIFKjX/1kji8fkFjyZIlpscG3uaEJfTOwPH16tXL2T1kyBCZMGFCTp5/Y86cOWbZWM1DBax79\+5mxnXNC/5t3LixoDy63Fxwv03b\+uCgoGGT11jWahGIq5CGlYOCRhgV5rlIIEl8BJdQx6om\+P3UhJcI/mGjms\+/JGA7AcaH7R5k\+WtBQNslYYIG5kc88MADExeLgkZiVKk7MNWCxqRJk2Tw4MGJoc2bN8\+bAR0nYdIwDFfB5Jz\+hElDr732Wm\+iUP8\+fL7llltk5MiR3tAU5GESUoy36ty5MzZz0vfffy\+YlX3s2LE55\+AgzKtxww03SPPmzXPOsXVDHxzFCBp4y4YeKkhYrWaLLbaw1XyWmwQKEkhSIQ1egPERJMJtVwkkjQ8MBR04cGBO70i8GBgzZozg91t/h1zlRLuySYDxkU2/0\+ryCOjvQZiggfkXIYInTdOnTxf0smeyj0CqBY1K4UR3VcxtsemmmwoM3nDDDRNdeunSpbJixQpzTtOmTWPPQW\+NTz/91PzD6ieYx6Nhw4ax59l0gD44ihE0bLKPZSWBcggkrZCWcw\+eSwK2Eig2PlavXm2WSMfvL4aiNGjQwFbTWW4SiCXA\+IhFxANIII\+AtkvCBI28g5nhLIFMCBrOeq8GhumDg4JGDeDzlqknUGyFNPUGsYAkUEECjI8KwuSlnCPA\+HDOpTSoCgS0XUJBowqwU3wLChopdk4ai6YPDgoaafQOy1RrAqyQ1toDvH\+aCTA\+0uwdlq3WBBgftfYA728jAW2XUNCw0XuVKzMFjcqxzMSV9MFBQSMT7qaRRRJghbRIYDw8UwQYH5lyN40tkgDjo0hgPJwEfiOg7RIKGtn\+OlDQyLb/i7ZeHxwUNIpGxxMyQIAV0gw4mSaWTIDxUTI6npgBAoyPDDiZJlacgLZLKGhUHK1VF6SgYZW7al9YfXBQ0Ki9L1iC9BFghTR9PmGJ0kOA8ZEeX7Ak6SPA\+EifT1ii9BPQdgkFjfT7qi5LSEGjLuk6eG19cFDQcNC5NKlsAqyQlo2QF3CYAOPDYefStLIJMD7KRsgLZJCAtksoaGTQ\+T6TKWj4YPBjPAF9cFDQiGfFI7JHgBXS7PmcFicnwPhIzopHZo8A4yN7PqfF5RPQdgkFjfJZ2nwFCho2e68GZdcHBwWNGsDnLVNPgBXS1LuIBawhAcZHDeHz1qknwPhIvYtYwBQS0HYJBY0UOqeKRaKgUUXYLtxKHxwUNFzwJm2oNAFWSCtNlNdziQDjwyVv0pZKE2B8VJoor5cFAtouoaCRBW9H20hBI5oN94QQ0AcHBY0QOMzKPAFWSDP/FSCAAgQYHwXgcFfmCTA\+Mv8VIIASCGi7hIJGCfAcOoWChkPOrIYp\+uCgoFEN2ryHbQRYIbXNYyxvNQkwPqpJm/eyjQDjwzaPsbxpIKDtEgoaafBG7cpAQaN27K28sz44KGhY6T4Wuo4JsEJax4B5easJMD6sdh8LX8cEGB91DJiXd5KAtksoaDjp3sRGUdBIjIoHgoA\+OCho8PtAAvkEWCHNZ8IcElACjA8lwb8kkE\+A8ZHPhDkkEEdA2yUUNOJIub2/5oKGPsDdxkzrSIAESIAESIAESIAESIAESIAESIAE6oJAx44di77s7357S//Pos8KnEBBIwCEmyRAAiRAAiRAAiRAAiRAAiRAAiRAAokJ1EzQ0K5CFdBGEhvLA0snQH\+Vzo5nuk9ABdpSHqju06GFWSfA\+Mj6N4D2FyLA\+ChEh/tIIJyAtks45CScT1Zyaz7kRL\+IFDTs\+MrRX3b4iaWsDQFWSGvDnXe1gwDjww4/sZS1IcD4qA133tVuAtouoaBhtx/LLT0FjXIJZux8fXBQgMqY42luIgKskCbCxIMySoDxkVHH0\+xEBBgfiTDxIBLIIaDtEgoaOVgyt0FBI3MuL89gfXBQ0CiPI892kwArpG76lVZVhgDjozIceRU3CTA\+3PQrrapbAtouoaBRt5zTfnUKGmn3UMrKpw8OChopcwyLkwoCrJCmwg0sREoJMD5S6hgWKxUEGB\+pcAMLYRkBbZdQ0LDMcRUuLgWNCgN1/XL64KCg4bqnaV8pBFghLYUaz8kKAcZHVjxNO0shwPgohRrPyToBbZdQ0Mj2N4GCRrb9X7T1\+uCgoFE0Op6QAQKskGbAyTSxZAKMj5LR8cQMEGB8ZMDJNLHiBLRdQkGj4mituiAFDavcVfvC6oODgkbtfcESpI8AK6Tp8wlLlB4CjI/0\+IIlSR8Bxkf6fMISpZ\+AtksoaKTfV3VZQgoadUnXwWvrg4OChoPOpUllE2CFtGyEvIDDBBgfDjuXppVNgPFRNkJeIIMEtF1CQSODzveZTEHDB4Mf4wnog4OCRjwrHpE9AqyQZs/ntDg5AcZHclY8MnsEGB/Z8zktLp\+AtksoaJTP0uYrUNCw2Xs1KLs\+OCho1AA\+b5l6AqyQpt5FLGANCTA\+agift049AcZH6l3EAqaQgLZLKGik0DlVLBIFjSrCduFW\+uCgoOGCN2lDpQmwQlpporyeSwQYHy55k7ZUmgDjo9JEeb0sENB2CQWNLHg72karBI3FixfLu\+\+\+K8uWLZOmTZtKmzZtpFOnTrLJJptEWrhmzRpZtGiRvPfee9KgQQPZa6\+9pF27dlK/fv3Ic9BYf/vttwX3W716tey6667SoUMHadasWeQ5P//8s7zxxhvmvC\+//NLcB\+c0adIk8hwbd\+iDI4mgsWTJEs9fW221leEIfzVs2NBG01lmEoglUGqFdMqUKfLZZ5/JhRdeKBtvvHHsfXgACdhIoJj4WLp0qbz88ssmLvAb3LlzZ2nRooWNZrPMJJCIQJL4\+Omnn\+Stt94qeL0tt9xSdtppp4LHcCcJuEJA2yVxggbaLWiXfPLJJ/LFF1/I1ltvLS1btpT27dtLvXr1XMGRWTusEDQgYgwfPlyefvrpPEdtv/32cvPNN0vPnj3z9j322GPSp08f\+e6773L2oVH90EMPhVaO1q5dK6eddprMnDkz5xxs3HrrrTJkyJC8fIgl/fv3l9dffz1vH8o2dOjQvHxbM/TBUUjQgOB07rnnyiOPPJJnJn5k//a3v8nhhx\+et48ZJGA7gSQV0qCN06dPl379\+pnsr7/\+WlAZZSIBFwkkiQ/8towcOVLGjRuXh\+D000\+XCRMmyIYbbpi3jxkkYDuBJPHx2muvyT777FPQVNSHZ82aVfAY7iQBVwhou6SQoPHxxx/L6NGjZeHChXlmoyE8ZswY2XPPPfP2McMeAqkXNL766ivT22H58uUFqULsOOyww7xj5s6dK926dfO2gx\+22WYbwRugYO\+OAw44QF566aXg4d72\+PHjZdiwYd72p59\+Kq1atfK2wz6gcf/Xv/41bJd1efrgiBI0fvzxR9Nr5p133jG2wQfoqbJixQqZNm2aZ\+\+CBQvMcV4GP5CAAwSSVEj9ZuIN9P777\+9lUdDwUPCDgwSSxMdll10ml19\+ubEevx0HHnigqYS\+8MILJu\+kk06SGTNmOEiHJmWdQJL4uP322\+WMM84oiIqCRkE83OkYAW2XRAkaP/zwg3npjV6wUalRo0byxBNPCNqGTHYSSL2gATEAIoKmxo0bS\+/evWXevHny/vvva7b5Eq5atcrbPvTQQ\+XZZ5/1tnEOvsx\+seK2226TwYMHe8egwtS1a1dve7fddpO9997b9NbQXh74suM6G220kTmuV69eMnv2bO8cDGfZb7/9zFskL/O3D\+jFobD9\+bZ91gdHlKAxduxYueiii4xZ99xzj/GV2oiHDXrHgCUqqvrjrfv5lwRsJ6Df6Y4dOxY0Zd26dXL11VcLGm/\+REHDT4OfXSMQFx/4bUUXYKQBAwbIpEmTvN4YV111lYwaNcrse\+WVV2LfUpsD\+R8JWEQgLj5gCnr8ordwly5d5OGHHw61DvXT4Mu60AOZSQIOENB2SZSgcdddd8kVV1zhWYq22BFHHGGEcn\+bEL3zR4wY4R3HD3YR0DZ2VPu0kDW/\+\+2kfxY6IMk\+/SJGXWrnnXcWdBVCwjhajH/SMeb4Qj755JPebTAuCpUhzGWBBrMmfEHReMDYQ1xPe3tg\+ANEER07FRQnVq5cKdtuu63ccccdgq6umu6\+\+24zlAWND8wNoQnDUW655RaBTejud9xxx\+kucz6UddtTnL8gCEEY6tGjR\+iPLYbgnHPOOQYDhvdAoGIiAVcIJKmQ4hmGoXDai8lvOwUNPw1\+do1AXHygZ4aKfJ9//rk0b97cQ4A6wi677GLqAxiiNXXqVG8fP5CACwTi4gM24iUbhjdjvqWwYVkucKANJFAMAW2XRAkaGML44IMPepd88803vbn8jj76aPnwww/Nvj/84Q8C8YPJTgKpFjQwuebuu\+9uJuYEXihsGAOlCSq1f34KKG3oHQHxAl9gTR999JE3QdL1118v559/vu4yk1a2bdtWMKmnf6JQKHWTJ082x61fv97rkYGMvn37mi/9q6\+\+Kvvuu693Lb0/MvAGFpOQ\+tMvv/wiG2ywgT/Lus/64AgToJB35JFHygcffGCG5Zx33nl59mFejWOPPdbku9JrJc9IZmSWQJIKKcZqXnLJJYbRWWedZYbKnXjiiWabgkZmvzqZMDwuPrRnJX5H5syZk8cEdYBLL73U5ON3mXNp5CFihsUE4uLDX0\+999575Y9//KPF1rLoJFAZAtouiRI00G7UYYoQxTG/oqa//OUv3jaG/\+IFNpOdBFItaChSCAEQNyAQbL755potgwYN8kQHZGJFEsxaGxymgh8B7YXx\+OOPy1FHHeVd47nnnpODDjpI0BvDv4rJNddcIxdccIF3nKriyEBXv/nz55uhKNoQQT7euP7\+97/HR5OCPUi0fLrfxr/64AgTNJLY81//9V/eWwVWSJMQ4zE2EYirkMIWCBqY2A3d5zG521NPPSXdu3c3ZlLQsMnbLGuxBOLiQ39f0FNDRT//PVARPeaYY0wWeldipTMmEnCFQFx8YIJ8DIVGwrArrHbyj3/8Q1Afw4SGmLNMh2y5woR2kEAcAf3diBI00JMf7UJN6N2HVbPQMwM9NDRdfPHFZoEH3eZfuwhYIWiEIYU4AKVN57bAaic64cvxxx9vVjHBeZjzwj\+3BrrqQZzQpPM8YIlWLOmq6c477zRjeHUblShV9TBUBb0\+8OODLkqannnmGTnkkEN00wxv0eEyyMQ9MMeGzUkfHKUIGlj9pHXr1sb8qDdwNrNh2UkgrkIKQhBY/W\+WKWjwe5MVAoXiAxNKY2I2pKjVwfyT6GJoIybxZiIBVwgUig/YeN999\+XMSxZmd3BuuLBjmEcCLhHQdkmUoIHfFgx1f/HFFz2z8VuDyUI1oT3597//XZo2bapZ/GsZASsFDYgY6JrqXybVL0D4e1Oo\+KB\+wfh1/9I8GIKCoRGY3RaNbE0qdOj2ySefLPfff79uyq\+//mrEFH\+PEcyZgfMwx0dQ7MCJUAltX65UHxzFChp484yeLTpvAN\+ueV8lfnCIQFyFNMxUChphVJjnIoFC8YGXFJizCin4\+6ss/G\+oXfg9Vbv4lwRAoFB8YD8mXMfE65rQIwMv1bBiH4agaIqKH93PvyTgEgFtl0QJGrAVPf0xRAu9moIJ4sbzzz8vm222WXAXty0iYJ2g8c033xjhAfNXaEK3bcxfofNTBCcS9X/J0aDGvByaMB4Xk5BBrIBooemBBx6QE044QTfNJH7\+Hwwofg0bNpThw4fLTTfd5B2HHiFouM\+cOdPL0w/IQ\+8Rm5M\+OIoRNDBcCMN8VIDCxKlnn322zRhYdhIIJRBXIQ07iYJGGBXmuUigUHx88cUX3iSgUb\+VmPh7xx13NGgwH5MOP3GRFW3KHoFC8QEap5xyimBSekymPnfu3JzexnhZhx5LeOGH/eix7H/hlj2atDgrBLRd4m/r\+W2HmIFef5h3MSph/ozrrrtOmjRpEnUI81NOwCpBY82aNWYCvUWLFnlYISAsXLhQdthhBy8PD3VdiifYQyO4Aop2bcVwkcMOO8y7RlDh9g9jwUHaoIfAgiUa/UNLvIsEPvgnDQ3ssmZTHxxqf1zBMTQHvVKUD\+YP0KX34s7lfhKwjUBchTTMHgoaYVSY5yKBQvHhH3Iybdo0OfXUU/MQ4O2aDtvEsuwHH3xw3jHMIAFbCRSKD7UJcYIV\+7bYYgvN8v5OmTJFBg4caLYZHx4WfnCcgLZLogSNCRMmyA033OBRwPATCBgQBf2rT\+LlOIadMNlJwBpBI0zMwLwZ6CaEHhn\+5B8eEpxDI7gyib4J8leUcC3/EBZs\+yf4xPKx/sCBIo6VUyZNmoRDTerUqZOZdAaCiSb/aiuaZ9tffXAkETQw8SG6ROo8Jyoe2WYzy0sCSQkkqZAGr0VBI0iE264SiIsPdPnF78X48ePNSllBDpg3A0uDI\+FFBl4mMJGAKwTi4iPOzuXLl3sv91jfiqPF/a4Q0HaJv13mtw2LN\+hQE0xJAMFcE1bFRHtPE3qSc\+iJ0rDrrxWCBio4WInE3zMDogLUNX/PDEUfXOUES6hutNFGZjfWIvYPJdFeE8FVTq688krBjLeaAArzPiChkY5GSDChWxPGMmKlFXT1GzFihGC1FE06TEW3bfyrD444QePhhx\+Wnj17eibOmjUrZ9vbwQ8k4BCBUiqkFDQc\+gLQlIIE4uIDw0ExLBTDQHV5Vv8F8TuCuaqQ0KUeLzWYSMAVAnHxEWfn2rVrvWEmeCP95z//Oe4U7icB6wlouyRM0Pj2229zhmYhJoYMGeLZvGDBAunXr5\+3jWEpmKORyT4CqRc00HDu3bu3t4YwEGPZKiy3it4XYQkiAsQETf43OagkYS17TVh5o1WrVmblgfr162u29OjRQ9AoR4Kg4lfszjjjDJk4caLZh8YIKlaff/65eVukSwCh3G3btvVEEP8qLOZES//TB0chQcMvZsBHjz76qKDHChMJuE6glAopBQ3XvxW0TwnExUevXr1k9uzZ5vcCFc1gQldhvHkO9rwMHsdtErCRQKH4QD0Uw6nx8g2Tg2L\+tmDyD6meM2dOzkT3wWO5TQKuENB2SRJBA4s/3HjjjZ7pWDnIv0Q4hqBgHkQm\+wikXtBA16D\+/fvnkMUknBAhggkPe0zogqEdWIJHE97oYGgJVtrAsqH4YUDCl3b\+/Pl6mAwaNEgmT57sbaNHSPv27Y0A4n9bBDEFPUbQqN9uu\+0Es7MjYb4OrAmOyUL9YxmxD6qfXxVEno1JHxxRgsann37q\+SZqSJCNdrPMJJCEQKEKadT5FDSiyDDfNQJx8eHvQRlcCQs9LdH7Eb/fAwYMyOkm7Bon2pNNAnHxoRPed\+jQQTCk17/8N4ihrqzd6THJLuqnTCTgOgFtl4QJGrAd8yPixbMmvGRt06aNoEfTmWeemdP7H\+275s2b66H8axGB1AsaGC\+LcbNJkgoNOFbf9Oh5aFxjfKE/BWdJ96vbehxECp3QEnn4IdEfHWz/5S9/yZlsBrNLI1D8w2OQB1V9k002wSlWJ31wRAkaGKsG8QgJY9MgCEWl/fbbTzbddNOo3cwnAesI6LOhmLH9FDSsczMLXCKBuPj4\+eefzUsH/FajJyaGlTZr1kwwXLNv376m9wZuvXjxYm9y0BKLwtNIIHUE4uIDvYv15Rp6K40bN868QEPcXHXVVWaoFozCxOuYgJ2JBLJAQNslUYLGX//617wVTvbYYw9vXg1lhIlC8VJbr6f5/GsHgVQLGv4JjpLg9Asa/iWsws5F7wwcX69evZzd6EWBGXGjUrAb36pVq0zFSntpBM\+DmIElYLHShwtJAz1M0AhOrBpnL368IRAxkYArBOIqpGF2UtAIo8I8FwkkiY/gEupY1QS/55pGjx6dM2xU8/mXBGwnEBcf69evNyv76Cp\+qF9qfGjPYwyXxtKufFlk\+7eB5U9KQNslUYIG5jc87bTTBItCRKVGjRoJXnK3aNEi6hDmp5xAqgUNrBoyePDgxAjnzZvnzYCOk9DFCF3wsBKKP2HS0GuvvdabKNS/D59vueUWGTlypDc0BXmYhHTq1Klm5RJs\+xMmMYNajmWy/OmQQw4xK5\+gl4crSR8cYYLGvffeK3369Elsqg7pSXwCDySBlBOIq5CGFR9voTHRMBJWcwpbji/sPOaRgG0EksYHhoJi\+Ul/70g03vDWGb/f\+jtkm/0sLwkUIpAkPtBb6brrrvN6auj1MK/M0KFDzWT2wRd1egz/koCLBPT3IErQgM2IGwzHuu222\+SHH37IwYB5NTAvTdS8jDkHcyO1BFItaFSKGr7I6D0AxRoGB8cdRt0HK5asWLHCnNO0adOow7x8jFnEOZhDA91lN954Y2\+fKx/0wREmaLhiI\+0ggVIJJKmQlnptnkcCthMoNj7Q8xGVVPz\+Yv6rBg0a2I6A5SeBSALFxAeGmWBSe9RRMWccx/1HYuUOxwlou6SQoKEI0FsDMYP2Gl4etWzZkr8rCsfyv5kQNCz3UaqKrw8OChqpcgsLkxICxVRIU1JkFoMEqkaA8VE11LyRhQQYHxY6jUWuOQFtlyQRNGpeWBagzghQ0KgztG5eWB8cFDTc9C\+tKo8AK6Tl8ePZbhNgfLjtX1pXHgHGR3n8eHY2CWi7hIJGNv2vVlPQUBL8m4iAPjgoaCTCxYMyRoAV0ow5nOYWRYDxURQuHpwxAoyPjDmc5laEgLZLKGhUBKe1F6GgYa3ralNwfXBQ0KgNf9413QRYIU23f1i62hJgfNSWP\+\+ebgKMj3T7h6VLJwFtl1DQSKd/qlUqChrVIu3IffTBQUHDEYfSjIoSYIW0ojh5MccIMD4ccyjNqSgBxkdFcfJiGSGg7RIKGhlxeISZFDQiwDA7nIA\+OChohPNhbrYJsEKabf/T\+sIEGB\+F\+XBvtgkwPrLtf1pfGgFtl1DQKI2fK2dR0HDFk1WyQx8cFDSqBJy3sYoAK6RWuYuFrTIBxkeVgfN2VhFgfFjlLhY2JQS0XUJBIyUOqVExKGjUCLytt9UHBwUNWz3IctclAVZI65Iur207AcaH7R5k\+euSAOOjLuny2q4S0HYJBQ1XPZzMLgoayTjxqP9PQB8cFDT4lSCBfAKskOYzYQ4JKAHGh5LgXxLIJ8D4yGfCHBKII6DtEgoacaTc3k9Bw23/Vtw6fXBQ0Kg4Wl7QAQKskDrgRJpQZwQYH3WGlhd2gADjwwEn0oSqE9B2CQWNqqNP1Q0paKTKHekvjD44KGik31csYfUJsEJafea8oz0EGB/2\+IolrT4Bxkf1mfOO9hPQdgkFDft9WY4FFDTKoZfBc/XBQUEjg86nybEEWCGNRcQDMkyA8ZFh59P0WAKMj1hEPIAE8ghou4SCRh6aTGVQ0MiUu8s3Vh8cFDTKZ8kruEeAFVL3fEqLKkeA8VE5lrySewQYH\+75lBbVPQFtl1DQqHvWab5DzQUNfYCnGRLLRgIkQAIkQAIkQAIkQAIkQAIkQAIkkE4CHTt2LLpgv/vtLf0/iz4rcAIFjQAQbpIACZAACZAACZAACZAACZAACZAACSQmUDNBQ7sKVUAbSWwsDyydAP1VOjue6T4BFWhLeaC6T4cWZp0A4yPr3wDaX4gA46MQHe4jgXAC2i7hkJNwPlnJrfmQE/0iUtCw4ytHf9nhJ5ayNgRYIa0Nd97VDgKMDzv8xFLWhgDjozbceVe7CWi7hIKG3X4st/QUNMolmLHz9cFBASpjjqe5iQiwQpoIEw/KKAHGR0YdT7MTEWB8JMLEg0ggh4C2Syho5GDJ3AYFjcy5vDyD9cFBQaM8jjzbTQKskLrpV1pVGQKMj8pw5FXcJMD4cNOvtKpuCWi7hIJG3XJO\+9UpaKTdQykrnz44KGikzDEsTioIsEKaCjewECklwPhIqWNYrFQQYHykwg0shGUEtF1CQcMyx1W4uBQ0KgzU9cvpg4OChuuepn2lEGCFtBRqPCcrBBgfWfE07SyFAOOjFGo8J\+sEtF1CQSPb3wQKGtn2f9HW64ODgkbR6HhCBgiwQpoBJ9PEkgkwPkpGxxMzQIDxkQEn08SKE9B2CQWNiqO16oIUNKxyV\+0Lqw8OChq19wVLkD4CrJCmzycsUXoIMD7S4wuWJH0EGB/p8wlLlH4C2i6hoJF\+X9VlCSlo1CVdB6\+tDw4KGg46lyaVTYAV0rIR8gIOE2B8OOxcmlY2AcZH2Qh5gQwS0HYJBY0MOt9nMgUNHwx\+jCegDw4KGvGseET2CLBCmj2f0\+LkBBgfyVnxyOwRYHxkz\+e0uHwC2i6hoFE\+S5uvQEHDZu/VoOz64KCgUQP4vGXqCbBCmnoXsYA1JMD4qCF83jr1BBgfqXcRC5hCAtouoaCRQudUsUgUNKoI24Vb6YODgoYL3qQNlSbACmmlifJ6LhFgfLjkTdpSaQKMj0oT5fWyQEDbJRQ0suDtaButEjQWL14s7777rixbtkyaNm0qbdq0kU6dOskmm2wSaeGaNWtk0aJF8t5770mDBg1kr732knbt2kn9\+vUjz/HvmDZtmixdutRk9enTx9zTv9//\+dNPP5U33nhDPvroI2nRooW5lwL2H2fzZ31wFCtofPPNN3LXXXcJzj/77LNtRsCyk0AkgWIqpHiuvPzyy/LZZ5/JrrvuKp07dzbPjciLcwcJWE6A8WG5A1n8OiWQJD5\+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lG92ZCryYsFPGzn/1MTgefxx57rJKVUdBYxtxlr7/\+ul5Q4ic/\+Yke7stVGwNcdd\+wQtCIowTxAl9EGVuL1U4wvhABX0KsYoIQnVvj1VdfVV26dNHn8A\+Km4yRwhshqN54K4QvLiZawlJYEqKCRrHXSzw2f0rBUUjQgIAU7n5FQcNmizPtxRBIq5Airkr6B4bR4ccYw1iShqQUk35eSwLVJJDFP7BiCb7TGLKIOWMwhxa6/pYiaNA/qmlNxl1pAoX8A36xySab6EdiZb9w72RJR3iSacyrJHMvyXl\+koCLBKRdkiRoZJkLA1MY4GXTZpttphGhnhZe5TKOG9qgEydO1FMZxJ3nsdoSsFLQgIiBrncQJyTccsstCpMkIUCwkHMYaoIhJxJQ8d9zzz1lVw9BOffcc/V\+tKHxyiuvFBQ0ir0\+eKjFG1JwFBI0otmjoBElwn1XCRSqkCbluVT/wJvqU089VWHZVwR8/uIXv0h6DI\+TQN0JZPEP/B5jxR7MmYWKKFYiK0XQoH/U3dxMQJEECvkHXuLhrTJC\+EVc\+BFvvfWWwipYCJxPKUyG2y4TkHZJkqARnQsjicUxxxyjpyzA\+b/97W9Bb6ek63G8VatWavbs2XoEQaHreK76BKwTNNauXavQXeill14K6GBYA2Y6x4QuCNGJRMNfcrz1CatumGxPJlkKIvz3RpqgUe710ftt2JeCg4KGDdZiGmtNoFCFNCktpQgaEFPPOeccNXnyZB0tl\+pLosvjJhFI84\+wL\+D3Fz01EIoVNOgfJlmdaclKoJB/fPTRR8EkoPfee6/uiRyNFxPj77DDDvrwQw89lKlBFo2D\+yRgGwFpl4TbeuE8hOfCwHHMlYjlWJ977jmFl\+FffvllcDnEQsyXgeFbv/nNb4LjJ554ovr5z3\+uh6n86U9/UitWrAjOYV7GuBUzgwu4URMCVgkaa9as0RNMLliwIICDISUYGgKVTAK62cnyrNEeGuEVAXB9Utc9nKOgAQq5QQoOChq5XLhHAiBQqEKaRCjciMsyxwx\+fNH9HhVWBMzfc8899/ANQRJgHjeGQCH/CE8CHp0AvBhBg/5hjLmZkCIJFPKP8JCT6dOnq1NOOSUv9sWLF6sOHTro41iR4aCDDsq7hgdIwDUC0i5JEjQwQe6HH36o3nvvPT0NgTR8wSHae2P48OHq7LPP1nM1rVq1Sk9lgHkc99tvvwBbtPcGRgXAJxnqS0DsWkz7VFK83o83/SA7pX7KFzEtqjgxA/NmPP3003njl6Ck3X333TpJ0Tk00LMj/MVMUrpxMwWNfKtmtVf4zmIbbOF7uU0CNhEoVCFNykcx/oEf2KOOOioYUofl\+bC\+OiemSqLL4yYRKOQf\+C7L8Kn77rtPbbDBBkHSn3jiCfW73/1O70PIw\+8QKpHNmzcPrsEG/SMHB3csI1DIP5AVjO/HkGvMK4P5ZaIB82Z069ZNH8aLPryFZiAB1wlIuyRJ0CiUfyx/HJ4QFC\+IsBpmWujevbv6\+OOP9WWY2yb8oj3tXp6vDgErBA0U4D169Mj5wmB87dy5c3N6Zgii6Con69atCypHqCgdd9xxcmmw1GtwILRBQSME49\+bUnCkCVDhO4tpsIXv4zYJ2EYgrUIal5\+s/oEfayw9tnLlSh3Nf/7nf6rLL788dl30uOfwGAnUm0Ah/8DcVpjjKmvAuGVUPiXQP4QEP20lUMg/kCcMl8awaXShx3DpaMDy3pgHAAGT5OOlHwMJuE5A2iVZBA30tmjQoEEOEmkI4yDmZ5w0aVLO\+bh7sAomekFJyPJsuZaf1SEgdiymfSopqUkPDSQMq5DMnDlTnqsnPcJyq\+h9EReuvvpqNWLEiOBUWKnGjwC6s0rAOKg2bdrIbs4nBY0cHHpHCo5ivjBZG2z5T\+MRErCLQFqFNC43Wfxj2bJlqmvXrnppasSBMZwDBw6Mi47HSMBYAoX8A\+OTMSQ0Lnz\+\+ec5K5rhGnTxxYsOBPqHxsB/lhMo5B/I2tFHH60eeOABPbcM6qfRgHmVMIw62jM5eh33ScAlAtIuiRMVIEaceeaZergJ2nvowYRerRIwFCU8NAtzYWBODPTSwAgAeYGEaQw22mgjfRsmnD700EODlTX32GMPPexX4uRnfQgYL2ig0jJgwIAcOlgmJ06EwNwZW265pV7VBMvpSIBijaElGJ\+\+4447BhWjAw88UD3zzDNyWd4nBY08JMHbYAoa\+Wx4hATSKqRxhNIEDUxwiK7D8vYaS0tjYmQGErCNQCn\+gTwWmkOD/mHbt4DpTSKQ5h/hHsZLly5Vbdu2DaJCT2QMwUKPZqz4h8kOGUjABwKFBA3kH3OOhYeE3HbbbQqLSUDsGDVqlJo1a1aAaerUqXq5YwzrgjgoAXNrQBjB4hOY0mD06NFySh\+X1TKDg9yoOQHjBQ2oaRgXmCWg14a8sRElW\+5D1ztR2uRY2izQFDSE1P99SsFBQeP/mHCLBIRAWoVUrgt/pgkaf/jDH4Lx0n369NETVoXvD2/vuuuuqnXr1uFD3CYBYwiU4h9IfCFBg/5hjHmZkDIJpPkHxDu8lENdFsuzYtj1tttuqzBh6Mknn6x7byAJCxcuDCYHLTNJvJ0EjCcg7ZK4HhpIfFSAwDH0qvjnP/\+pe/dhHwGrm2CVE4ToxJ841qJFC12/ivaOwtyMW2yxBS5hqCMBowUNFNrh1UvSOIUFDbzNRI8NqNVxAb0zcH10LFX4WgoaYRr/2paCg4JGPhseIYG0CmkcoUKCBvysadOmieVYNL7rr79e4U0CAwmYSKAU/0A\+kgQN\+oeJVmaaSiWQxT/QOMPE9xKwqon03sOxMWPG5Ayrluv4SQKuEpB2SZKggd8JDCPBUqxJAY3hm266SQuEck10BRQ5Lp\+YDHTy5Ml6gmo5xs/6ETBa0MA4p2LW9p03b14wwzOQYlIkDFfBOKhwwKSh11xzTTBRaPhceBtzb3Tu3Dk4FJ2ELDjx741ir4/eb8O\+FBzFCBp4i9CzZ0\+dPaxWs/nmm9uQVaaRBIomkKVCGo20kH\+sXr1abbPNNtFbEveTZr9PvIEnSKCGBErxDyTvrrvu0nNpYRvjl\+V3iP4BIgyuEMjqHxgqjTmUli9fHmS9SZMmaty4cQr1W/GP4CQ3SMBhAvJ9TxI0kHX0bsJcjBMmTFBY2lsCRIlevXrpISTYjgaMEBg/fnxOTw5cgyErmJwXPaYYzCBgtKBRKUTojof1uTfddFOFDDds2LBSUXsXjxQcxQga3kFihr0lkLVC6i0gZtxrAvQPr83PzKcQKNY/IOihEdesWTPdsGrcuHHKE3iaBNwjIO2SQoKG5BqCOJb3xmSg8BsM0ZX75Zq4T7yMfe\+991SjRo0UVtlkOzKOUn2PeSFo1BexW08Xx6eg4ZZdmZvKECi2QlqZpzIWErCDAP3DDjsxlfUhQP\+oD3c\+1W4C0i7JImjYnVOmvhABChqF6PBcHgEpOCho5KHhARJQrJDyS0ACyQToH8lseIYE6B/8DpBA8QSkXUJBo3h2Lt1BQcMla9YgL1JwUNCoAWw\+wjoCrJBaZzImuIYE6B81hM1HWUeA/mGdyZhgAwhIu4SChgHGqGMSKGjUEb6Nj5aCg4KGjdZjmqtNgBXSahNm/DYToH/YbD2mvdoE6B/VJsz4XSQg7RIKGi5aN3ueKGhkZ8UrfyQgBQcFDX4dSCCfACuk\+Ux4hASEAP1DSPCTBPIJ0D/ymfAICaQRkHYJBY00Um6fp6Dhtn0rnjspOChoVBwtI3SAACukDhiRWagaAfpH1dAyYgcI0D8cMCKzUHMC0i6hoFFz9EY9kIKGUeYwPzFScFDQMN9WTGHtCbBCWnvmfKI9BOgf9tiKKa09AfpH7ZnzifYTkHYJBQ37bVlODiholEPPw3ul4KCg4aHxmeVUAqyQpiLiBR4ToH94bHxmPZUA/SMVES8ggTwC0i6hoJGHxqsDFDS8Mnf5mZWCg4JG\+SwZg3sEWCF1z6bMUeUI0D8qx5IxuUeA/uGeTZmj6hOQdgkFjeqzNvkJFDRMto6BaZOCg4KGgcZhkupOgBXSupuACTCYAP3DYOMwaXUnQP\+ouwmYAAsJSLuEgoaFxqtgkiloVBCmD1FJwUFBwwdrM4/FEmCFtFhivN4nAvQPn6zNvBZLgP5RLDFeTwL/t/oiBQ2/vw0UNPy2f9G5p6BRNDLe4BEBVkg9MjazWjQB\+kfRyHiDRwToHx4Zm1mtGAFpl1DQqBhSKyOioGGl2eqXaCk42EOjfjbgk80lwAqpubZhyupPgP5RfxswBeYSoH\+YaxumzFwC0i6hoGGujWqRsroLGlKA1yKzfAYJkAAJkAAJkAAJkAAJkAAJkAAJkIBbBDp16lR0htb78S39D0XfFbmBgkYECHdJgARIgARIgARIgARIgARIgARIgAQyE6iboCFdhSqgjWTOLC8snQDtVTo73uk\+ARFoSylQ3afDHPpOgP7h\+zeA\+S9EgP5RiA7PkUA8AWmXcMhJPB9fjtZ9yIl8ESlo2PGVo73ssBNTWR8CrJDWhzufagcB\+ocddmIq60OA/lEf7nyq3QSkXUJBw247lpt6ChrlEvTsfik4KEB5ZnhmNxMBVkgzYeJFnhKgf3hqeGY7EwH6RyZMvIgEcghIu4SCRg4W73YoaHhn8vIyLAUHBY3yOPJuNwmwQuqmXZmryhCgf1SGI2NxkwD9w027MlfVJSDtEgoa1eVseuwUNEy3kGHpk4KDgoZhhmFyjCDACqkRZmAiDCVA/zDUMEyWEQToH0aYgYmwjIC0SyhoWGa4CieXgkaFgboenRQcFDRctzTzVwoBVkhLocZ7fCFA//DF0sxnKQToH6VQ4z2\+E5B2CQUNv78JFDT8tn/RuZeCg4JG0eh4gwcEWCH1wMjMYskE6B8lo\+ONHhCgf3hgZGax4gSkXUJBo\+JorYqQgoZV5qp/YqXgoKBRf1swBeYRYIXUPJswReYQoH\+YYwumxDwC9A/zbMIUmU9A2iUUNMy3VTVTSEGjmnQdjFsKDgoaDhqXWSqbACukZSNkBA4ToH84bFxmrWwC9I\+yETICDwlIu4SChofGD2WZgkYIBjfTCUjBQUEjnRWv8I8AK6T\+2Zw5zk6A/pGdFa/0jwD9wz\+bM8flE5B2CQWN8lnaHAMFDZutV4e0S8FBQaMO8PlI4wmwQmq8iZjAOhKgf9QRPh9tPAH6h/EmYgINJCDtEgoaBhqnhkmyStBYuHCheuutt9SKFStUs2bNVNu2bVXnzp3VxhtvnIhszZo1asGCBWrJkiWqcePGqmPHjqpDhw6qUaNGifeET0yfPl298847\+lC/fv30M8Pnw9ulpC98vw3bUnBkETTA7YUXXlDvv/\+\+ateundpnn31Uy5Ytbcgm00gCJREopkJK/ygJMW\+ymAD9w2LjMelVJ0D/qDpiPsBBAtIuySJofPjhh7od\+d5776ltttlG7bbbbmrHHXd0kIp/WbJC0ICIMXz4cPX444/nWWj77bdXN954o\+rTp0/euYcfflhBhPjiiy9yzkEEmTVrVmrj\+s0331Tt27cP7n3wwQfVUUcdFezLRqnpk/tt\+pSCo5CggXMjR45UV111VV7WBg0apCZPnqwaNmyYd44HSMB2AlkqpPQP263M9JdKgP5RKjne5wMB\+ocPVmYeK01A2iWFBI3vv/9e3XTTTer666/Pe/zxxx\+vLr74YrXhhhvmneMBewgYL2h8\+umnulfFypUrC1KF2HHIIYcE18ydO1f17Nkz2I9ubL311rrnRVLvjo8\+\+kj16NFDLV26NLg1TtAoNX1BpJZtSMFRSNC49NJL1WWXXaZztvfee6vu3bur\+fPnq2effVYfO\+GEE9TMmTMtyzmTSwLpBLJUSOkf6Rx5hZsE6B9u2pW5qgwB\+kdlODIWvwhIu6SQoDFx4kT1hz/8IREM2ot4Oc5gLwHjBY1hw4apG264ISDcpEkT1bdvXzVv3rwcsQECxapVq4LrDj74YPXkk08G\+7gHQx\+ef/754BjUusGDBwf7sjFnzhw1dOhQtXz5cjmkP\+MEjVLTlxOxRTtScCQJGmDcunVrnaPTTjtNTZkyJeiNccUVV6jRo0frcy\+\+\+KLad999Lco5k0oC6QTSKqT0j3SGvMJdAvQPd23LnJVPgP5RPkPG4B8BaZckCRr/\+Mc/VLdu3dSXX36p4WyyySbqsMMOU6\+88opuFwqx2bNnF5xWQK7jp5kEjBc0dt5550BYwDwMixYtCroF4Qv56KOPBmTfffdd3Zh\+7bXXFHoGSBgxYoQaP368\+vrrrxXik94eO\+20kxZFGjRooC9dtmyZgkABQSMuxAkapaQvLm5bjknBkSRooGcG3kAjfPDBB2q77bbT2/iHe3bZZRdtz/79\+6tp06YF57hBAi4QSKuQ0j9csDLzUCoB\+kep5HifDwToHz5YmXmsNAFplyQJGpgL8fLLLw8eixetEDjw0vrwww8Pjp900klq7NixwT437CJgtKDxySef6DksVq9eraniizZmzJiA8KRJk9SQIUOCffS\+2H///bV4gTkcJLz99tsK4gXCddddp8477zw5pSeH2XXXXfX\+hAkT1AUXXBCci25EBY1S0xeN16Z9KTiSBA3pGYNC4pFHHsnLGmx4ySWX6OPffPNN0Hsj70IeIAELCaRVSOkfFhqVSa4YAfpHxVAyIgcJ0D8cNCqzVHUC0i5JEjR\+\+ctfBr3zt9pqK71YgSTqV7/6lXr66af1LnpuYBEJBjsJGC1oCNLvvvtOQTzAKiVNmzaVw\+r0009XU6dODfYhfDRv3lz3sggPU/n222\+V9MJA74sjjjgiuOepp57Sc2XgQFjQ6N27tzrrrLPUkUceGVwbFTTkRLHpk/ts/JSCI0nQkPN4E41JdqIBE7UKU8xPgpVqGEjAFQJpFVL6hyuWZj5KIUD/KIUa7/GFAP3DF0szn5UkIPWqJEGjV69eenVMPBM9M9BDQ8K1116r/vjHP8qu\+utf/5p5FczgJm4YQcAKQSOOFMQLDF\+QFUyw2gnGpyMce\+yxehUTbEfn1nj11VdVly5dcEqHO\+64Q8/JgR18sdGr4Pzzz1dwAExkiaVGJSQJGnI\+/FkofeHrbNuWgiNO0Pjqq68UFE4ETK4T7j0j\+cQyrl27dtW7mCT0gAMOkFP8JAHrCRSqkNI/rDcvM1AmAfpHmQB5u9ME6B9Om5eZqxIBaZckCRrS0MXj0T688sorg5Tccsstule/HMD8jC1atJBdflpEQOwc1z5Ny8Z6P970Q9pFaefli1hMVBAx0HUb4oQEfCkxCSUCBAs5h6EmGHIiAXNw7LnnnrKrh6Cce\+65eh89OcLLiWLCmFIEjbT0BQ\+3cKOQvSDiYF1nhLBQFM4mlrjdfffd9SHMf3LooYeGT3ObBKwmUKhCSv\+w2rRMfAUI0D8qAJFROEuA/uGsaZmxKhKQdkmcoIGJQMNzKvbr1y\+Y5w9Juv3224NVGbF/7733qp/85CfYZLCMgHWCxtq1a/UkLi\+99FKAGqtlYP6M9ddfXx\+LTtQZ/pK/\+eabel4OuRnzOcgklnJMPksRNLKkT\+K38VMKjjgBCkvdyiSgKBSghEYDJm7dYYcd9OGHHnooGH4SvY77JGAjgUIVUvqHjRZlmitJgP5RSZqMyzUC9A/XLMr81IKAtEvCbT15Ll4kHXjggbKrsCCBrLaIg3fddVfO8Phbb71V7bfffsH13LCHgFWCxpo1a9QhhxySM2kLhpRgaEirVq0C6hjGIMuzRntoRFdASRoagciKFTSypi9IqIUbUnDECRrhLvWYVfiUU07Jy\+HixYtVhw4d9HEsq3vQQQflXcMDJGArgUIVUvqHrVZluitFgP5RKZKMx0UC9A8Xrco8VZuAtEviBI3/9//\+X06v/GgPjRkzZqhx48YFScTUAtIwDg5ywwoCYre49mlaBmo65CROLMC8GZidFj0ywuHEE09Ud999tz4UnUMDPTvC6ltSTwLcXIygUUz6wmm1bVsKjqQvzGabbabnNcGkrEOHDs3LHubNwKQ8CBCiOnXqlHcND5CArQQKVUiRJ/qHrZZluitBgP5RCYqMw1UC9A9XLct8VZOAtEviBA08F0NOMPQE4ZhjjsmZM\+Pmm29W11xzjT6Hf3gZ3qxZs2CfG/YQsELQwJwUPXr0yOmZ0a5dOzV37tycnhmCfdiwYSq8ysm6devUBhtsoE/fd9996rjjjpNL9ZcXS73GhayCRrHpi3uWLcek4EgSNNq3b68wrAfDeGR51nDe7r//fl2g4BgmcYUoxUACrhBIq5DSP1yxNPNRCgH6RynUeI8vBOgfvlia\+awkAWmXJAka4VVOMEXBbbfdFjz\+iiuuUNOmTQv20X6RVTGDg9ywgoDxggYazn379lUzZ84MgGJSSSy3it4XceHqq69WI0aMCE6FewKgkT127Njg3IoVK1SbNm2C/fBGFkGjlPSFn2HbthQcSYLG0UcfrR544AHVuXNn3cMlmr9zzjlHr4AS7TkTvY77JGAjgbQKKf3DRqsyzZUiQP\+oFEnG4yIB\+oeLVmWeqk1A2iVJgsagQYPUc889p5OBlRix2mLjxo31PoagLFiwQG9jdROscsJgJwHjBQ3MxTBgwIAcuhMnTowVITB3xpZbbqlXNcGSrhLQxQhDSz777DO14447Bku9YqKYZ555Ri7L\+8wiaJSSvrwHWXRACo4kQSPcA2bp0qWqbdu2Qe7QU6Z58\+aaP1akwco0DCTgEoG0Cin9wyVrMy/FEqB/FEuM1/tEgP7hk7WZ10oRkHZJkqCBeTEuuOCC4HGYFBSTg7788ss57Uv07h8yZEhwHTfsImC8oIH5FjDvQpaAXhsYmoIgb0L1zo//MLRh5cqVsqs/01bZyCJolJq\+nIRYtCMFR5KggaVvIRqBNXrSYFjQtttuqzAh4sknn6x7byC7CxcuDCYHtSj7TCoJFCSQViGlfxTEx5OOE6B/OG5gZq8sAvSPsvDxZk8JSLskSdDAy1TMnSjzaAATVltED/1w4PwZYRr2bRstaKBRHF69JA1vWNBYtGiRQo8NzG8RF9A7A9cXGiuVJmiUk764NNlwTAqOJEEDecCErJiYVQJWNYE9JIwZMyZn2I8c5ycJ2E4grUKK/NE/bLcy018qAfpHqeR4nw8E6B8\+WJl5rDQBaZckCRp4XrSXRjQN6JmBHhoM9hIwWtCYMmWKGjx4cGa6GPskK2jgJkw6ieEqWAklHPClxay2MlFo\+Fx4G3NvYC4ICbNnz1a9e/eWXVVu\+oKILNqQgqOQoIHsYCjPwIED1fLly4PcNWnSRC\+PBP4ST3CSGyTgAIEsFVJkk/7hgLGZhaIJ0D\+KRsYbPCJA//DI2MxqxQhIe6KQoIGHvfrqq2rkyJG6bSgPx5wao0aNylksQs7x0y4CRgsalUKJ4Q6LFy9Wm266qV5fuGHDhpWK2rt4pOBIEzQEzOrVqxUKGSyDhKEoMhGPnOcnCbhEIGuFVPJM/xAS/PSBAP3DByszj6USoH\+USo73\+UxA2iVpgoYwWrNmjX7ZiuHw\+JP75Tw/7STghaBhp2nMTLU4flZBw8xcMFUkUB0CxVZIq5MKxkoCZhKgf5hpF6bKDAL0DzPswFTYRUDaJVkFDbtyx9RmJUBBIyspXqcJSMFBQYNfCBLIJ8AKaT4THiEBIUD/EBL8JIF8AvSPfCY8QgJpBKRdQkEjjZTb5ylouG3fiudOCg4KGhVHywgdIMAKqQNGZBaqRoD\+UTW0jNgBAvQPB4zILNScgLRLKGjUHL1RD6SgYZQ5zE\+MFBwUNMy3FVNYewKskNaeOZ9oDwH6hz22YkprT4D\+UXvmfKL9BKRdQkHDfluWkwMKGuXQ8/BeKTgoaHhofGY5lQArpKmIeIHHBOgfHhufWU8lQP9IRcQLSCCPgLRLKGjkofHqAAUNr8xdfmal4KCgUT5LxuAeAVZI3bMpc1Q5AvSPyrFkTO4RoH\+4Z1PmqPoEpF1CQaP6rE1\+AgUNk61jYNqk4KCgYaBxmKS6E2CFtO4mYAIMJkD/MNg4TFrdCdA/6m4CJsBCAtIuoaBhofEqmGQKGhWE6UNUUnBQ0PDB2sxjsQRYIS2WGK/3iQD9wydrM6/FEqB/FEuM15OAUtIuoaDh97eBgobf9i8691JwUNAoGh1v8IAAK6QeGJlZLJkA/aNkdLzRAwL0Dw\+MzCxWnIC0SyhoVBytVRFS0LDKXPVPrBQcFDTqbwumwDwCrJCaZxOmyBwC9A9zbMGUmEeA/mGeTZgi8wlIu4SChvm2qmYKKWhUk66DcUvBQUHDQeMyS2UTYIW0bISMwGEC9A\+HjcuslU2A/lE2QkbgIQFpl1DQ8ND4oSxT0AjB4GY6ASk4KGiks\+IV/hFghdQ/mzPH2QnQP7Kz4pX\+EaB/\+Gdz5rh8AtIuoaBRPkubY6CgYbP16pB2KTgoaNQBPh9pPAFWSI03ERNYRwL0jzrC56ONJ0D/MN5ETKCBBKRdQkHDQOPUMEkUNGoI24VHScFBQcMFazIPlSbACmmliTI\+lwjQP1yyJvNSaQL0j0oTZXw\+EJB2CQUNH6ydnMe6CxpSgCcnkWdIgARIgARIgARIgARIgARIgARIgARIIJ5Ap06d4k8UOLrej2/pfyhwPtMpChqZMPEiEiABEiABEiABEiABEiABEiABEiCBGAJ1EzSkq1AFtJGYbPFQpQnQXpUmyvhcIiACbSkFqkscmBcSiCNA/4ijwmMk8C8C9A9\+E0igeALSLuGQk\+LZuXRH3YecyBeRgoYdXyvayw47MZX1IcAKaX2486l2EKB/2GEnprI\+BOgf9eHOp9pNQNolFDTstmO5qaegUS5Bz\+6XgoMClGeGZ3YzEWCFNBMmXuQpAfqHp4ZntjMRoH9kwsSLSCCHgLRLKGjkYPFuh4KGdyYvL8NScFDQKI8j73aTACukbtqVuaoMAfpHZTgyFjcJ0D/ctCtzVV0C0i6hoFFdzqbHTkHDdAsZlj4pOChoGGYYJscIAqyQGmEGJsJQAvQPQw3DZBlBgP5hhBmYCMsISLuEgoZlhqtwciloVBio69FJwUFBw3VLM3\+lEGCFtBRqvMcXAvQPXyzNfJZCgP5RCjXe4zsBaZdQ0PD7m0BBw2/7F517KTgoaBSNjjd4QIAVUg\+MzCyWTID\+UTI63ugBAfqHB0ZmFitOQNolFDQqjtaqCCloWGWu\+idWCg4KGvW3BVNgHgFWSM2zCVNkDgH6hzm2YErMI0D/MM8mTJH5BKRdQkHDfFtVM4UUNKpJ18G4peCgoOGgcZmlsgmwQlo2QkbgMAH6h8PGZdbKJkD/KBshI/CQgLRLKGh4aPxQlilohGBwM52AFBwUNNJZ8Qr/CLBC6p/NmePsBOgf2VnxSv8I0D/8szlzXD4BaZdQ0Cifpc0xUNCw2Xp1SLsUHBQ06gCfjzSeACukxpuICawjAfpHHeHz0cYToH8YbyIm0EAC0i6hoGGgcWqYJKsEjYULF6q33npLrVixQjVr1ky1bdtWde7cWW288caJyNasWaMWLFiglixZoho3bqw6duyoOnTooBo1apR4T/jE9OnT1TvvvKMP9evXTz8zfF620cDHdXjW22\+/rXbaaSe1xx57qF133VUuceJTCo5iBY1bb71Vvf/\+\+\+rCCy9UG264oRMsmAkSiBIopkKK8uKFF17QftGuXTu1zz77qJYtW0aj5D4JOEOA/uGMKZmRKhAoxj/Cj2f9KkyD274RkHZJFkEDbUG00T744AO1xRZbqDZt2ui22kYbbeQbNufya4WgARFj\+PDh6vHHH88zwPbbb69uvPFG1adPn7xzDz/8sIII8cUXX\+Scgwgya9as1MbDm2\+\+qdq3bx/c\+\+CDD6qjjjoq2JeNTz/9VJ144onqySeflEPB56BBg9S1116rmjZtGhyzeUMKjmIEjRkzZqj\+/fvrbH/22We6ELGZAdNOAkkEslRI4TsjR45UV111VV40KC8mT56sGjZsmHeOB0jAdgL0D9styPRXk0AW/4g\+n/WrKBHu\+0ZA2iWFBA2IGFdccYV6/vnn8/C0aNFCXXzxxerggw/OO8cD9hAwXtCAWIBeFStXrixIFWLHIYccElwzd\+5c1bNnz2A/urH11lvrHhVJvTs\+\+ugj1aNHD7V06dLg1jhBY\+3atapTp05q\+fLlwXXRja5du6p58\+apBg0aRE9Zty8FR1ZBA2\+gkX8JFDSEBD9dJJClQnrppZeqyy67TGd/7733Vt27d1fz589Xzz77rD52wgknqJkzZ7qIh3nynAD9w/MvALNfkEAW/whHwPpVmAa3fSUg7ZIkQQPtNLz0/vjjjwsiuuWWW9T\+\+\+9f8BqeNJeA8YLGsGHD1A033BAQbNKkierbt68WCMJiAwSKVatWBddBaQv3mMA9GPIQVuduuukmNXjw4OAe2ZgzZ44aOnRonkgRJ2hMmTIlJw50Hcez7733XrV69WqJUt1xxx063cEBSzek4EgTNNatW6fGjx\+v0HgLBwoaYRrcdo1AWoUUZVDr1q11tk877TSF8kN6Y\+DtwejRo/W5F198Ue27776u4WF\+PCdA//D8C8DsFySQ5h9yM\+tXQoKfJKCUtEuSBI3LL79cYfoACZtssonq3bu3euWVV/QUBnJ8q6220sOAZZ\+fdhEwXtDYeeedA2EBYsGiRYuCORgOO\+ww9eijjwbE3333Xd1YeO211xTefEoYMWKEblx//fXXCvFJbw/McwFRRHpOLFu2TEFAgaARF\+IEjS5duqhXX31VX7777rurv/71r9q5MJcGem5IOOecc9TEiRNl19pPKTgKCRqwEYb6YMhONFDQiBLhvksE0iqk6JkhIh/GcG633XZB9uFTu\+yyiy7vMERr2rRpwTlukIALBOgfLliReagWgTT/wHNZv6oWfcZrKwFplyQJGui9j5dJCDvssIN66KGH1AYbbKD3Mcz3ueee09v499RTT\+XUy4IT3DCegNGCxieffKLnsJCeDmPHjlVjxowJoE6aNEkNGTIk2EfvC3QXQs8AjFGXIJN0Yv\+6665T5513npzSk4zKxJ0TJkxQF1xwQXAuuhEnaED8eOONN7SQceSRR6rjjz9e34beIhiXJUFEFdm39VMKjkKCxrhx4/R4NOTxzDPP1EOBhAsFDVstz3RnIZBWIZWeY4cffrh65JFH8qJEGXfJJZfo4998803QeyPvQh4gAQsJ0D8sNBqTXDMCaf6BhLB\+VTNz8EGWEJB2SZyggYUh0BsD0xcgYD7Gs88\+O8jZ7bffHgwBxsE777xT7bXXXsF5bthDwGhBQzB\+9913CuIGVikJT655\+umnq6lTp8pleohH8\+bNdS\+L8DCVb7/9NuiFAQHiiCOOCO6BGoe5MhDCggYc4KyzzlIQKSTECRpyLvz51Vdf6QY9JgOV8PTTT\+ux8rJv66cUHGmCxssvv6y7z6Pb/GOPPaZ69eqls0xBw1bLM91ZCKRVSMV/0FMDk1BFAyYyljIHvcewkhMDCbhCgP7hiiWZj2oQSPMPPBOCButX1aDPOG0lIPWqOEFD8oR2JMQNrLKIqQskjBo1St1zzz2yqzDcd8sttwz2uWEPASsEjTic6LWB7tmygglWO5EuRccee6xexQT3RefWwPAQDBOREJ7bAgIE3pqef/75ugGOifqwlKKELIJG\+A2r3Hfqqaeqm2\+\+2Ym3rVJwFBI0ICDJvABgQEFDvgn8dJ1AoQophE6M3UTAykzh3mXCJTzJGyYJPeCAA\+QUP0nAegL0D\+tNyAxUkUAh/5DHsn4lJPhJAv8iIO2SQoJGHCv02sDiEV9\+\+aU\+jV71WMCBwU4CVgoaEDHQdVvmrgB6zE6LSfYQwvNaYJ4MDDmRgPGHe\+65p\+zqISjnnnuu3o/\+UGDCmGIFjfCzEenPfvYzhRVXxOGCB1u6IfkoJGhEs0ZBI0qE\+64SKFQhhQi7zTbb6KyHhdQwCyxRjbl4EDA/0KGHHho\+zW0SsJoA/cNq8zHxVSZQyD\+SHs36VRIZHveFgLRLihE0IGLgZfPixYsDTFdeeaXCC3EGOwlYJ2hg\+R2MP3/ppZcC4hjWgPkz1l9/fX0sOpFo\+EuOiSrbt28f3Ivx6jJJX3Dw3xulCBqbbbZZ0GtE4sPwld///vd6QlI5ZuunFBwUNGy1INNdTQKFKqRYClomAcUqSHE/nJjYGJNWIWDiKhl\+og/wHwlYToD\+YbkBmfyqEijkH0kPpqCRRIbHfSEg7ZJwW69Q3v/\+97\+rM844Q73\+\+uvBZR07dtSrUUo7MjjBDWsIWCVoYPwTZqvFCiISMKQEQ0NatWolh3Q3bVmeNdpDI7oCSlLXb0RWiqABh4KoMWvWLHXRRRcF4gbSsWTJEtWoUaMgnTZuSMFBQcNG6zHN1SZQqEIaHnKCJcROOeWUvOTgbUGHDh30cSw7fdBBB\+VdwwMkYCsB\+oetlmO6a0GgkH8kPZ\+CRhIZHveFgLRLsggaEDPQmx\+LOUjAcq14ybTtttvKIX5aSMAaQSNOzMC8GZhsEz0ywuHEE09Ud999tz4UnUMDPTv222\+/4PKkN6W4oBRBI4j4xw0sARuenBRDTzBUxuYgBQcFDZutyLRXi0BahVR6cKFcGDp0aF4yMG9Gt27d9HEIteGln/Mu5gESsIwA/cMygzG5NSWQ5h9xiaGgEUeFx3wiIO2SNEEjTszAvBl4wdS6dWufkDmZVysEDcyZgZVIwj0z2rVrp\+emCPfMEAtFhYR169YFaw7fd9996rjjjpNL9VAVLPUaF7IKGnjziglJ0Z08PHsuJhHt06dPEPWUKVMUVmaxOUjBQUHDZisy7dUikFYhxXA3DHvDMDdZnjWclvvvv18dc8wx\+hDKFIi2DCTgCgH6hyuWZD6qQSDNP\+KeSUEjjgqP\+URA2iWFBA3MmdG/f/\+cnhkY3nvrrbeyZ4YjXxbjBQ00nPv27atmzpwZIMekeVhuFb0v4sLVV1\+tRowYEZwKv\+lEIwIrkUhYsWKFatOmjezmfKYJGhjvvsceewTDSsaMGZMTN5YD\+u1vfxvEOXv2bL0ecnDAwg0pOChoWGg8JrnqBNIqpEcffbR64IEHVOfOnXUPsGiCzjnnHL0CSrRnWfQ67pOAjQToHzZajWmuFYE0/4hLBwWNOCo85hMBaZckCRpor2Dxhzlz5gRYsErmtGnTFIabMLhBwHhBA12BBgwYkEN74sSJsSIEljjE\+sFY1QRfVgl444mhJZ999pnacccdAwHiwAMPVM8884xclveZJmh8//33WtnD6gUI6J2B9cF32203hbk6DjvsMCXncN6FN65ScFDQgEUZSCCXQFqFNNxDbOnSpapt27ZBBOhJ1rx5c10\+YYwnVm5iIAGXCNA/XLIm81JpAmn\+Efc8ChpxVHjMJwLSLkkSNPAS6cILL8xBMnr0aNWyZcucY9jBMN\+mTZvmHecB8wkYL2hgPDnGlWcJ6LWBoSkI8iZU7/z4D123V65cKbv6M20VgTRBA5GgV8bll1\+eE2/cswYNGqRuvvnmnOts3JGCg4KGjdZjmqtNIK1CiqWhIaqiLEJPM8yrg4moMGzt5JNP1r03kMaFCxcGk4NWO82MnwRqRYD\+USvSfI6NBNL8Iy5PFDTiqPCYTwSkXZIkaPziF7/Qi0dkYYKX6F26dMlyKa8xjIDRggYq/XFzZCQxDAsaixYt0qudYP6NuIDeGbi\+QYMGcaf1sSyCxjfffKMn\+iwkuqDhgslIw/NrJD7U8BNScFDQMNxQTF5dCGSpkGLCYkxcLAGrmqC8khAduibH\+UkCthOgf9huQaa/mgSy\+Ef0\+RQ0okS47xsBaZfECRoff/yx6t69e2YkFDQyozLuQqMFDUyiOXjw4MzQ5s2bF6wQgJswxAPDVbASSjhg0tBrrrkmmCg0fC68jbk3MNZdQtIcGP/85z/V73//ezVy5Ei5NPjEnB1YvrVx48bBMZs3pOAoRtDAW\+iePXvqbGO1ms0339xmBEw7CSQSyFohxVC3gQMHquXLlwdxQfAcN26cXh1J/Cw4yQ0ScIAA/cMBIzILVSOQ1T/CCWD9KkyD2z4SkPpSnKCB\+RfxkihrmDFjRk67L\+t9vK7\+BIwWNCqFB925Fy9erDbddFOFDDds2LBSUefEg\+7k7733nu5OjmEnmEF3/fXXz7nG9h0pOIoRNGzPM9NPAlkJFFshxRw7\+BFu1qyZHoriivCZlRev84sA/cMvezO3xREo1j\+Ki51Xk4CbBKRdEidouJlj5iqOgBeCRlzGeaw0AlJwUNAojR/vcpsAK6Ru25e5K48A/aM8frzbbQL0D7fty9xVh4C0SyhoVIevLbFS0LDFUoakUwoOChqGGITJMIoAK6RGmYOJMYwA/cMwgzA5RhGgfxhlDibGEgLSLqGgYYnBqpRMChpVAutqtFJwUNBw1cLMVzkEWCEthx7vdZ0A/cN1CzN/5RCgf5RDj/f6SkDaJRQ0fP0G/CvfFDT8tn/RuZeCg4JG0eh4gwcEWCH1wMjMYskE6B8lo\+ONHhCgf3hgZGax4gSkXUJBo\+JorYqQgoZV5qp/YqXgoKBRf1swBeYRYIXUPJswReYQoH\+YYwumxDwC9A/zbMIUmU9A2iUUNMy3VTVTSEGjmnQdjFsKDgoaDhqXWSqbACukZSNkBA4ToH84bFxmrWwC9I\+yETICDwlIu4SChofGD2WZgkYIBjfTCUjBQUEjnRWv8I8AK6T\+2Zw5zk6A/pGdFa/0jwD9wz\+bM8flE5B2CQWN8lnaHAMFDZutV4e0S8FBQaMO8PlI4wmwvn3trgAAQABJREFUQmq8iZjAOhKgf9QRPh9tPAH6h/EmYgINJCDtEgoaBhqnhkmioFFD2C48SgoOChouWJN5qDQBVkgrTZTxuUSA/uGSNZmXShOgf1SaKOPzgYC0Syho\+GDt5DxS0EhmwzMxBKTgoKARA4eHvCfACqn3XwECKECA/lEADk95T4D\+4f1XgABKICDtEgoaJcBz6BYKGg4ZsxZZkYKDgkYtaPMZthFghdQ2izG9tSRA/6glbT7LNgL0D9ssxvSaQEDaJRQ0TLBG/dJAQaN\+7K18shQcFDSsNB8TXWUCrJBWGTCjt5oA/cNq8zHxVSZA/6gyYEbvJAFpl1DQcNK8mTNFQSMzKl4IAlJwUNDg94EE8gmwQprPhEdIQAjQP4QEP0kgnwD9I58Jj5BAGgFpl1DQSCPl9vm6CxpSgLuNmbkjARIgARIgARIgARIgARIgARIgARKoBoFOnToVHe16P76l/6HouyI3UNCIAOEuCZAACZAACZAACZAACZAACZAACZBAZgJ1EzSkq1AFtJHMmeWFpROgvUpnxzvdJyACbSkFqvt0mEPfCdA/fP8GMP\+FCNA/CtHhORKIJyDtkuXLl8dfwKNeENhpp510PkvREyrSQ0O\+iKUkwAsLGZZJ2sswgzA5RhFghdQoczAxhhGgfxhmECbHKAL0D6PMwcRYQkDaJZxDwxKDVSmZdZ9DQ76IFDSqZOEKR0t7VRgoo3OKACukTpmTmakwAfpHhYEyOqcI0D\+cMiczUyMC0i6hoFEj4IY\+hoKGoYYxNVlScFCAMtVCTFc9CbBCWk/6fLbpBOgfpluI6asnAfpHPenz2bYSkHYJBQ1bLViZdFPQqAxHb2KRgoOChjcmZ0aLIMAKaRGweKl3BOgf3pmcGS6CAP2jCFi8lAT\+TUDaJRQ0/P5KUNDw2/5F514KDgoaRaPjDR4QYIXUAyMziyUToH\+UjI43ekCA/uGBkZnFihOQdgkFjYqjtSpCChpWmav\+iZWCg4JG/W3BFJhHgBVS82zCFJlDgP5hji2YEvMI0D/MswlTZD4BaZdQ0DDfVtVMIQWNatJ1MG4pOChoOGhcZqlsAqyQlo2QEThMgP7hsHGZtbIJ0D/KRsgIPCQg7RIKGh4aP5RlChohGNxMJyAFBwWNdFa8wj8CrJD6Z3PmODsB\+kd2VrzSPwL0D/9szhyXT0DaJRQ0ymdpcwwUNGy2Xh3SLgUHBY06wOcjjSfACqnxJmIC60iA/lFH\+Hy08QToH8abiAk0kIC0SyhoGGicGiaJgkYNYbvwKCk4KGi4YE3modIEWCGtNFHG5xIB\+odL1mReKk2A/lFpoozPBwLSLqGg4YO1k/NIQSOZDc/EEJCCg4JGDBwe8p4AK6TefwUIoAAB\+kcBODzlPQH6h/dfAQIogYC0SyholADPoVusEjQWLlyo3nrrLbVixQrVrFkz1bZtW9W5c2e18cYbJ5pkzZo1asGCBWrJkiWqcePGqmPHjqpDhw6qUaNGifeET0yfPl298847\+lC/fv30M8Pnk7bxw/Twww/r061atVIDBw5MutSq41JwZBE0Fi1aFNhrq622Uu3atdP22mijjazKMxNLAlkJFFMhRbnywgsvqPfff1/7xj777KNatmyZ9VG8jgSsI0D/sM5kTHANCdA/agibj3KGgLRLsggaaAu\+/fbb6oMPPlBbbLGFatOmjdpjjz0U2yX2fx2sEDQgYgwfPlw9/vjjecS33357deONN6o\+ffrknYOgABHiiy\+\+yDkHEWTWrFmpjYc333xTtW/fPrj3wQcfVEcddVSwn7SB5\+2\+\+\+5q5cqV\+pJ9991Xvfjii0mXW3VcCo5CggYEp2HDhqmHHnooL2877bST\+q//\+i916KGH5p3jARKwnUCWCil8Z\+TIkeqqq67Ky\+6gQYPU5MmTVcOGDfPO8QAJ2E6A/mG7BZn\+ahKgf1STLuN2lYC0SwoJGhAxrrjiCvX888/nYWjRooW6\+OKL1cEHH5x3jgfsIWC8oPHpp5/qXhUiDiShhdhxyCGHBKfnzp2revbsGexHN7beemvd8yKpd8dHH32kevTooZYuXRrcmlXQOOuss3SjRG70SdD46quvdC8MiEEIsMHee\+\+tPvzwQ4XeLhJeeeUVfZ3s85MEXCCQpUJ66aWXqssuu0xnF77RvXt3NX/\+fPXss8/qYyeccIKaOXOmCziYBxLIIUD/yMHBHRLIIUD/yMHBHRLIRCBN0Fi7dq1\+6f3xxx8XjO\+WW25R\+\+\+/f8FreNJcAsYLGnjTf8MNNwQEmzRpovr27avmzZuXIzZAoFi1alVwHZS2J598MtjHPejaHVbnbrrpJjV48ODgGtmYM2eOGjp0qFq\+fLkc0p9ZBI2//OUv6vDDD8\+5zydB48orr1T/\+Z//qfN/xx13aFsJDKin6B2DHixoyMmPt5znJwnYTkC\+0506dYrNCsqg1q1b63OnnXaamjJlStAbA28PRo8erc\+hRxfKDQYScIkA/cMlazIvlSZA/6g0UcbnA4E0QePyyy/PeaG6ySabqN69eyu8WEWPcgkYGo9hwAx2EjBe0Nh5550DYQFzMGBehg033FDTPuyww9Sjjz4akH/33Xd1Y\+G1117TDWY5MWLECDV\+/Hj19ddfK8QnvT0w/AE9MBo0aKAvXbZsmR4qAUEjLqQJGp999pnabbfd1OrVq3Nu90nQ6Natm37TjKE54BUNGB50zjnn6MN///vfFQQqBhJwhUBahRQ9M9BDAwFjOLfbbju9jX8YirLLLrvo8q5///5q2rRpwTlukIALBOgfLliReagWAfpHtcgyXpcJpAka6L2Pl0kIO\+ywgx4Ov8EGG\+h9DPN97rnn9Db\+PfXUUzn1suAEN4wnYLSg8cknn\+g5LEQgGDt2rBozZkwAddKkSWrIkCHBPnpfoLsQxAuMUZeAsVMQLxCuu\+46dd5558kpPWnlrrvuqvcnTJigLrjgguBcdCNN0EAjZMaMGdHb9JtWH\+bQQIMMvVP\+9re/6R4u5557bh4LzKvx85//XB/H5DzyBcy7kAdIwEICaRVS6TkGP3nkkUfycogy7pJLLtHHv/nmm6D3Rt6FPEACFhKgf1hoNCa5ZgToHzVDzQc5RKCQoIGFIdAbA9MXIGA\+xrPPPjvI/e233x4MAcbBO\+\+8U\+21117BeW7YQ0Dak4XmeEzKzXo/3vRD0smsx\+WLWCiq7777TkHcwColTZs2DaI\+/fTT1dSpU4N9CB/NmzfXvSzCw1S\+/fbboBcGel8cccQRwT1Q4zBXBkJY0IADYC6MI488Up/Dv0KCxr333quOP/744FoMqcDqKgg\+9dAIACRsXHTRRcFkiGywJUDiYWsJpFVIpbxDTw1MQhUNmMhYyhz0HsNKTgwk4AoB\+ocrlmQ\+qkGA/lENqozTdQJSryo0KSjakRA30MM/3DN81KhR6p577gkQ4eXzlltuGexzwx4CVggacTghXqB7tqxggtVOpEvRscceq1cxwX3RuTVeffVV1aVLlyDK8DwP1157rX5rev7556tevXrpifqwlKKEJEEDE81gOIykBcMq8JzbbrtN30pB418EMVZtxx131DtJb6iFNT9JwEYChSqkmDAXYzcRUEaEe5dJXjF\+s2vXrnoXk4QecMABcoqfJGA9AfqH9SZkBqpIgP5RRbiM2lkCWQSNuMyj1wYWLvjyyy/1aax2gvkZGewkYKWgAeEAXbchGkjA7LSYZA8BgoWcw1ATDDmRgDk49txzT9nVQ1BkaAR6coSXS8SEMVkEjaOPPlo98MADOk709njiiSfUL3/5SwoaAWWlML/IgQceqGT1E759DsHhpjMEClVIIcJus802Oq9hITWceSxRjSWfETA/EJc3DtPhtu0E6B\+2W5DpryYB\+kc16TJuVwmUImhAxDj11FPV4sWLAyxY1AAvxBnsJGCdoIHld/B2/6WXXgqIowcE5s9Yf/319bHoRKLhbkhoULdv3z64F\+PVZZK\+4OC/N7IIGrfeeqsaOHBgcKvM1wFxhT00/oUFw4UwzEdEpj/84Q85Y9gCeNwgAcsJFKqQYilomQQUQ9TifjgxsTEmrULAfDMy/EQf4D8SsJwA/cNyAzL5VSVA/6gqXkbuKIFiBQ0sSHDGGWeo119/PSDSsWNHhRdN0o4MTnDDGgJWCRoY/4TZamVuClDGkJL58\+erVq1aBdDRTVuWZ4320IiugJLU9RuRpQka4cYHrp88ebL61a9\+hU3dW4SChtK9Y/CWWZbAHTduXLA0pQbFfyTgEIFCFdLwkJPp06erU045JS/neFvQoUMHfRzLTh900EF51/AACdhKgP5hq\+WY7loQoH/UgjKf4RqBYgQNiBl44fzGG28EGLBcK14ybbvttsExbthHwBpBI07MwLwZTz/9tF6KNYz\+xBNPVHfffbc\+FJ1DAz079ttvv\+DypDeluCBN0IhOSgrFT5aAnT17drA8LCag\+cUvfqEnorn66quDZ9u4IQVHoUlcJV8vv/yyHp8Wnlskbt4AuZ6fJGA7gUIVUuRts80203PtYNLioUOH5mUX82Zg6WMECLWdOnXKu4YHSMBWAvQPWy3HdNeCAP2jFpT5DNcISLsk3Bs/Lo9xYgbmzcALptatW8fdwmMWEbBC0ECDGHNThHtmYBLOuXPn5vTMEO7Dhg1T4VVO1q1bp2TN4fvuu08dd9xxcqnuyYGlXuNCmqBx0kknqZkzZ8bdGnsMwgYcyuYgBUeaoIEJVPv06RNk9f7778/ZD05wgwQcIpBWIcVwNwx7wzA3WZ41nH34yTHHHKMPYZJjiLYMJOAKAfqHK5ZkPqpBgP5RDaqM03UC0i4pJGhgzoz\+/fvn9MzA8F5MG8CeGW58Q4wXNNBw7tu3b45wgEnzsNwqel/EBfSCGDFiRHAq/KYTjYixY8cG57DyRps2bYL98AYFjTCNf21LwVFI0AiLGbAReqt07tw5PzIeIQHHCKRVSGUCYfgDypdoOOecc/QKKNGeZdHruE8CNhKgf9hoNaa5VgToH7Uizee4REDaJUmCBtorWPxhzpw5QbaxSua0adMUhpswuEHAeEEDXYEGDBiQQ3vixImxIgTmzsD6wZiYE19WCXjjiaElWGkDy4bKEAisuvHMM8/IZXmfaYIGhrWEx2GFI8DkMljJAwGNk7POOkttvPHG6sILLwxfZt22FBxJgsZ7770X2CZpSJB1mWaCSSAjgbQKabiHWHSlH/Qka968uS6fMMYTKzcxkIBLBOgfLlmTeak0AfpHpYkyPh8ISLskSdDAKpTRttfo0aNVy5Yt8/BgmG/Tpk3zjvOA\+QSMFzQwnhzjyrME9NrA0BQEeROqd378h8b1ypUrZVd/pq0ikCZo5EQW2UGDxMdJQY8//ngtHgHH\+PHj1V577RUh83\+7GOqz6aab/t8BbpGA5QTSKqRYGhqiKsoi9DTDsDl0d8SEoSeffHKw/PPChQuDyUEtR8Lkk0BAgP4RoOAGCeQRoH/kIeEBEkglkCZoYA5D9NTPEvASvUuXLlku5TWGETBa0EClP7x6SRq7sKCxaNEihR4b0hsjei96Z\+B6mcQzeh77FDTyqUjBEddDI7xCQ/6d\+Ufw47333nvnn\+ARErCUQFqFFNlCzy5MXCwBq5qgvJIwZsyYnGFxcpyfJGA7AfqH7RZk\+qtJgP5RTbqM21UC0i6J66Hx8ccfq\+7du2fOOgWNzKiMu9BoQWPKlClq8ODBmaHNmzcvWCEAN2FSPQxXwUoo4YBJQ6\+55ppgotDwufA2FL3w3A\+YC6J3797hSxK3Bw4cqCebwQVdu3ZVzz33XOK1Np2QgiNO0LjzzjtVv379MmcHk7wW6sGROSJeSAKGEMhSIUVSMdQNZYQsZ4xjmDQYyxqjfBI/w3EGEnCFAP3DFUsyH9UgQP\+oBlXG6ToBqS/FCRpYuAEvibKGGTNm5LT7st7H6\+pPwGhBo1J40J0bvQcwvAEZbtiwYaWi9i4eKTjiBA3vYDDDJBAhkLVCKretXr1a4Ue4WbNmeihK48aN5RQ/ScA5AvQP50zKDFWQAP2jgjAZlTcEpF0SJ2h4A4EZ1e17YCilfbrejzf9UC5D\+SJWIKpyk8L7MxCgvTJA4iXeEii2QuotKGbcSwL0Dy/NzkxnJED/yAiKl5FAiIC0SyhohKB4uOlFDw0P7Vq1LEvBQQGqaogZscUEWCG12HhMetUJ0D\+qjpgPsJgA/cNi4zHpdSMg7RIKGnUzgREPpqBhhBnsSYQUHBQ07LEZU1o7AqyQ1o41n2QfAfqHfTZjimtHgP5RO9Z8kjsEpF1CQcMdm5aSEwoapVDz\+B4pOChoePwlYNYTCbBCmoiGJ0hA0T/4JSCBZAL0j2Q2PEMCSQSkXUJBI4mQH8cpaPhh54rlUgoOChoVQ8qIHCLACqlDxmRWKk6A/lFxpIzQIQL0D4eMyazUjIC0Syho1Ay5kQ\+ioGGkWcxNlBQcFDTMtRFTVj8CrJDWjz2fbD4B\+of5NmIK60eA/lE/9nyyvQSkXUJBw14bViLlFDQqQdGjOKTgoKDhkdGZ1cwEWCHNjIoXekiA/uGh0ZnlzAToH5lR8UISCAhIu4SCRoDEyw0KGl6avfRMS8FBQaN0hrzTXQKskLprW\+asfAL0j/IZMgZ3CdA/3LUtc1Y9AtIuoaBRPcY2xExBwwYrGZRGKTgoaBhkFCbFGAKskBpjCibEQAL0DwONwiQZQ4D\+YYwpmBCLCEi7hIKGRUarQlIpaFQBqstRSsFBQcNlKzNvpRJghbRUcrzPBwL0Dx\+szDyWSoD\+USo53uczAWmXUNDw\+VugFAUNv\+1fdO6l4KCgUTQ63uABAVZIPTAys1gyAfpHyeh4owcE6B8eGJlZrDgBaZdQ0Kg4WqsipKBhlbnqn1gpOCho1N8WTIF5BFghNc8mTJE5BOgf5tiCKTGPAP3DPJswReYTkHYJBQ3zbVXNFFLQqCZdB\+OWgoOChoPGZZbKJsAKadkIGYHDBOgfDhuXWSubAP2jbISMwEMC0i6hoOGh8UNZrrugIQV4KE3cJAESIAESIAESIAESIAESIAESIAESIIFMBDp16pTpuvBF6/34lv6H8IFStilolEKN95AACZAACZAACZAACZAACZAACZAACYBA3QQN6SpUAW2ElqwBAdqrBpD5CGsJiEBbSoFqbaaZcBLISID\+kREUL/OSAP3DS7Mz02USkHYJh5yUCdLy2\+s\+5ES\+iBQ07Pgm0V522ImprA8BVkjrw51PtYMA/cMOOzGV9SFA/6gPdz7VbgLSLqGgYbcdy009BY1yCXp2vxQcFKA8Mzyzm4kAK6SZMPEiTwnQPzw1PLOdiQD9IxMmXkQCOQSkXUJBIweLdzsUNLwzeXkZloKDgkZ5HHm3mwRYIXXTrsxVZQjQPyrDkbG4SYD\+4aZdmavqEpB2CQWN6nI2PXYKGqZbyLD0ScFBQcMwwzA5RhBghdQIMzARhhKgfxhqGCbLCAL0DyPMwERYRkDaJRQ0LDNchZNLQaPCQF2PTgoOChquW5r5K4UAK6SlUOM9vhCgf/hiaeazFAL0j1Ko8R7fCUi7hIKG398EChp\+27/o3EvBQUGjaHS8wQMCrJB6YGRmsWQC9I\+S0fFGDwjQPzwwMrNYcQLSLqGgUXG0VkVIQcMqc9U/sVJwUNCovy2YAvMIsEJqnk2YInMI0D/MsQVTYh4B\+od5NmGKzCcg7RIKGubbqpoppKBRTboOxi0FBwUNB43LLJVNgBXSshEyAocJ0D8cNi6zVjYB\+kfZCBmBhwSkXUJBw0Pjh7JMQSMEg5vpBKTgoKCRzopX\+EeAFVL/bM4cZydA/8jOilf6R4D\+4Z/NmePyCUi7hIJG\+SxtjoGChs3Wq0PapeCgoFEH\+Hyk8QRYITXeRExgHQnQP\+oIn482ngD9w3gTMYEGEpB2CQUNA41TwyRR0KghbBceJQUHBQ0XrMk8VJoAK6SVJsr4XCJA/3DJmsxLpQnQPypNlPH5QEDaJRQ0fLB2ch6tEjQWLlyo3nrrLbVixQrVrFkz1bZtW9W5c2e18cYbJ\+ZwzZo1asGCBWrJkiWqcePGqmPHjqpDhw6qUaNGifeET0yfPl298847\+lC/fv30M8PnZVt\+iGQ/\+rn\+\+uurvfbaK3rYun0pOLIIGuD2wgsvqPfff1\+1a9dO7bPPPqply5bW5ZkJJoGsBKQc6NSpU9Zb9HVr165Vf/7znxX86\+yzzy7qXl5MArYQKMY/\+Pthi1WZzkoRKMY/ws\+89dZbdT3rwgsvVBtuuGH4FLdJwHkC0i5JEzTeeOONgiwQz\+67717wGp40l4AVggZEjOHDh6vHH388j\+T222\+vbrzxRtWnT5\+8cw8//LCCCPHFF1/knIMIMmvWrNTG9Ztvvqnat28f3Pvggw\+qo446KtiXjQ8\+\+EAhHWkhiwiQFke9z0vBUSgvODdy5Eh11VVX5SV30KBBavLkyaphw4Z553iABGwnUGqFdMCAAQriKcL333\+vhQ3bWTD9JBAlkMU/\+PsRpcZ9Xwhk8Y8oixkzZqj\+/fvrw5999pnaYostopdwnwScJiDtkkKCxqpVq1S3bt1SORSKI/VmXlBXAsYLGp9\+\+qnuVbFy5cqCoCB2HHLIIcE1c\+fOVT179gz2oxtbb7217nmR1Lvjo48\+Uj169FBLly4Nbk0SNP7yl7\+oww8/PLguaaOQCJB0j2nHpeAolJdLL71UXXbZZTrpe\+\+9t\+revbuaP3\+\+evbZZ/WxE044Qc2cOdO0rDE9JFA2gVIqpHfddZfq27dv8GwKGgEKbjhGIIt/8PfDMaMzO5kJZPGPcGToAdu1a9fgEAWNAAU3PCIg7ZJCYgTaH6effnoqlUJxpN7MC\+pKwHhBY9iwYeqGG24IIDVp0kRX/ufNm5cjNkCggAIn4eCDD1ZPPvmk7Op7MPTh\+eefD47ddNNNavDgwcG\+bMyZM0cNHTpULV\+\+XA7pzyRBAz0RLrroopxr43YKiQBx15t4TAqOpLyAcevWrXXSTzvtNDVlypSgN8YVV1yhRo8erc\+9\+OKLat999zUxi0wTCZRMoNgKKfwFvcDCvcgoaJSMnzcaTiDNP/j7YbgBmbyqEkjzD3n4unXr1Pjx4xXEv3CgoBGmwW1fCEi7pJAYgbbIhAkTUpEUiiP1Zl5QVwLGCxo777xzICxgHoZFixYFYwQPO\+ww9eijjwYA3333Xd2Yfu211xR6BkgYMWKELvy//vprhfikt8dOO\+2kRZEGDRroS5ctW6YgoEDQiAtJgsZJJ50U9Djo1auXglASDXhGlmEp0ftM25eCI0nQQM8M\+ZHFUJztttsuyALu2WWXXbQ90UVy2rRpwTlukIALBLJWSJHX7777Th166KE5wiuOU9AABQYXCaT5B38/XLQ685SVQJp/IB7UgTGUGkOio4GCRpQI930gIO2SQmLEr3/966Btd8ABB6hx48blocFchy1atMg7zgN2EDBa0Pjkk0/028vVq1drmmPHjlVjxowJyE6aNEkNGTIk2Efvi/3331\+LF5jDQcLbb7\+tIF4gXHfddeq8886TU3qS0V133VXvQ7274IILgnPRjSRBIyy6XHzxxcFwi\+j9LuxLwZEkaEjPGAzBeeSRR/KyDBtecskl\+vg333wT9N7Iu5AHSMBCAlkqpJKta6\+9Vp1//vkKvcvQcwliKgIFDSHET9cIpPkHfz9cszjzUwyBNP9AXGiIoZ6JcOaZZ\+qh1scff7zep6ChMfCfZwSkXVJI0MCUBOgBiIB2o9S3PEPldHaNFjSEPN5kQtzAKiVNmzaVw3o81NSpU4N9CB/NmzfXX9TwMJVvv/1WSS8M9L444ogjgnueeuopPVcGDoQFjd69e6uzzjpLHXnkkcG1cYLG559/rjbffPPgmhNPPFFPNopVVTBbLuaPiJtINLjBsg0pOJIEDTmPN23yoxvOIiZqFaaYnwQr1TCQgCsEslRIkVes2IQVlxDQywwVUbx1Q6CgoTHwn4ME0vyDvx8OGp1ZykwgzT8QEQSNl19\+WYvgGLb72GOPKfQMRqCgoTHwn2cE5HcjSdDAkN6f/vSnARW8cN1mm210b3H0GsdCET/72c\+C89ywk4AVgkYcWogX\+CLK2HMM5xD17dhjj9WrmOC\+6Nwar776qurSpUsQ5R133BFMyIc3puhVgLem\+IHARJZYalRCnKARnZRJrg1/YhLMP/7xjznCR/i8TdtScMQJGl999ZXaZJNNdHaw8ky494zkMcwLk/Sg6xcDCbhCIEuFFH6CH1B0GcZcPRBf77zzTgoarnwJmI9EAoX8g78fidh4whMChfxDEOAFXXiVOAoaQoafvhKQdkmSoIFpCMITr8dxwhQGEAs322yzuNM8ZgEBKwUNiBjomgpxQsItt9yiMAklAgQLOYehJhhyIgHjD/fcc0/Z1UNQzj33XL0f/aF45ZVXUgUNLEGKnhxp4dRTT1VYK9z2IAVHnKABkQmqJ0JYKArnGUvwyjrPeDONOQQYSMAVAlkqpChvrr/\+eoU5gfBDi5WWKGi48g1gPgoRKOQf/P0oRI7nfCBQyD\+S8k9BI4kMj/tCQNolSYIG6lcy1L0Qk2OOOUZPWVDoGp4zl4B1gsbatWv1EqkvvfRSQBXd7jB/BiZ0QQjPaYFGQ/hLjreiWFVAAr7kMomlHJPPLIIGxAyIGhKw4gl6HeBHBvN1SA8SnH/uuedyltiSe2z6lIIjTtDAUrcyCei9996r0FMmGjBx6w477KAPP/TQQ8Hwk\+h13CcBGwmkVUjDlU\+UL\+ipgUBBw0ZrM83FEijkH/z9KJYmr3eNQCH/SMpr\+DeFQ06SKPG4ywSkXRJu64XzizYeXrJKwFyJnTp10m0yvAz/8ssv5ZS\+LryoRHCCG8YTsErQWLNmjZ4AacGCBQFYDCnB0JBWrVoFxyAoyPKs0R4a0RVQkoZGILIsggZWTkEjHb1A0Jjv0KFDkA6sdoJJmySgO5MsWyrHbPuUgiNO0Ah3GZ4\+fbo65ZRT8rK3ePHigBGW1T3ooIPyruEBErCVQKEKaXiS4\+gExxQ0bLU4010MgUL\+wd\+PYkjyWhcJFPKPpPxS0Egiw\+O\+EJB2SZKggQUIPvzwQ/Xee\+/paQik4Qs\+0d4bw4cPV2effbYv6JzKp9g1rn2altH1frzph7SL0s7LFzEtqjgxA/NmPP3007pHRvg5mJjz7rvv1oeic2igZ8d\+\+\+0XXJ7UkwAXZBE0gohiNlasWKF23HHH4AzGcIVVwuCERRtp9sL4M/RKwbwAmB8gGjBvRrdu3fRhCFFQSRlIwBUChSqkWKp4xowZOqv33Xef2mCDDYJsP/HEE\+p3v/ud3kfPJfgZhs5hkmMGEnCFQCH/QB75\+\+GKpZmPUgik\+UdcnBQ04qjwmE8EpF2SJGgUYvHBBx/kTAiKBSHQu57BPgJWCBpoIPfo0UOFe2ZgKMncuXNzemYIfizHE17lZN26dUHjAQ2J4447Ti7VPTmw1GtcKFbQiM7BgTjF0bDdp08fdf/992PT2iD5SRKgMJwHw3rQxStuzBryj3FqCJjEFaIUAwm4QqBQhRRz92AOn6xh9uzZCj\+uDCTgCoFC/oE88vfDFUszH6UQSPOPuDgpaMRR4TGfCEi7JIuggVUzZdVLYSQNYexjfsZJkybJKX5aREDsmNQ\+LZSVmvTQQMLQs2HmzJlBWjCpJJZbRe\+LuHD11VerESNGBKfCPQHQyEZ3bwnoRdGmTRvZzflMEzTgGFiSFcNNsAQplgLCKikS0L0pHPdFF12krrzySjlt5acUHElfmKOPPlo98MADem4A8IuGc845R2GYT7TnTPQ67pOAjQQKVUh//vOf60lA4/KF5Z9lvh0R\+TBsC0IuAwm4QqCQfyCP/P1wxdLMRykE0vwjLk4KGnFUeMwnAtIuiRM00E7D0H\+0x9DeQw/xKVOmBHgwFCU89H3w4MHqvPPOC85zwx4CxgsaqNQPGDAgh\+jEiRNzhAI5ibkzttxySy0wYElXCegRgKElmDAJQ0Ck4XDggQeqZ555Ri7L\+0wTNHBDeL4O7KPrONYzRm\+N008/Xd122204rIMLq3pIwZEkaIR7wEDkadu2rWRfoacMutCDP1akwWQ8DCTgEoFSKqTIP\+fQcOlbwLwkEUjzD/5\+JJHjcR8IpPlHHAMKGnFUeMwnAtIuiRM0wKFfv345PfzRLsNiEhA7Ro0apWbNmhXgmjp1qm7XBQe4YQ0B4wUNqGmYdyFLQK8NeaMpb3rkPrz1XLlypezqz7RVNrIIGjfffLM644wzcuLFygWYNRdDLyR07dpVz6gr\+7Z\+SsGRJGhAyIFoBNboSYNhQdtuu63ChG8nn3yy7r2BvC9cuDCYHNRWFkw3CUQJlFIhRRwUNKIkue8igTT/4O\+Hi1ZnnrISSPOPuHgoaMRR4TGfCEi7JEnQwJyK0QUZ9thjD/XPf/5TLVu2LECF1U1sn\+cwyIyHG0YLGmgUh1cvSbNPWNDAWHX0npDeGNF70TsD10fHUoWvyyJooGGPhjoaJEkBK59gPHwxeUmKq97HpeBIEjSQPhQemJhVAvIfnjtgzJgxOcN\+5Dp\+koDtBEqpkCLPFDRstzzTn4VAFv/g70cWkrzGRQJZ/COabwoaUSLc942AtEuSBA20VzCM5OGHH05Eg8YwVqbEC1gGOwkYLWhgnBPGM2UN8\+bNC1bQwD2YdBLDVbASSjhg0tBrrrkmmCg0fC68jbk30NtCQtIkfVgSCGnFHBlhAaVJkyZ6AlIMkcG2C0EKjkKCBvKJoTwDBw5Uy5cvD7INBli6FvwlnuAkN0jAAQKlVEiR7bvuukvPFYTt77//nv4BEAzOEcjqH/z9cM70zFAGAln9IxwVesH27NlTH8JqgJtvvnn4NLdJwHkC0p5IEjQAAL3/MBfjhAkTdA96gbLJJpuoXr166R4c2Gawl4DRgkalsGK4w\+LFi9Wmm26qkOGGDRtWKuqceNAQwRJA7777rmrRooVeTlYcLedCi3ckP2mChmRx9erVCoVMs2bN9FCUxo0byyl\+koBzBEqpkDoHgRkigQQCxfoHfz8SQPKwkwSK9Q8nITBTJFAkAWmXFBI0JEq001atWqUwGSjaJa1bt\+YLJIFj\+acXgoblNjIq\+VJwZBU0jEo8E0MCVSbACmmVATN6qwnQP6w2HxNfZQL0jyoDZvROEpB2SRZBw0kAzJQmQEGDX4SiCEjBQUGjKGy82BMCrJB6YmhmsyQC9I\+SsPEmTwjQPzwxNLNZUQLSLqGgUVGs1kVGQcM6k9U3wVJwUNCorx34dDMJsEJqpl2YKjMI0D/MsANTYSYB\+oeZdmGqzCYg7RIKGmbbqdqpo6BRbcKOxS8FBwUNxwzL7FSEACukFcHISBwlQP9w1LDMVkUI0D8qgpGReEZA2iUUNDwzfCS7FDQiQLhbmIAUHBQ0CnPiWT8JsELqp92Z62wE6B/ZOPEqPwnQP/y0O3NdHgFpl1DQKI\+j7XdT0LDdgjVOvxQcFDRqDJ6Ps4IAK6RWmImJrBMB\+kedwPOxVhCgf1hhJibSMALSLqGgYZhhapwcCho1Bm7746TgoKBhuyWZ/moQYIW0GlQZpysE6B\+uWJL5qAYB\+kc1qDJO1wlIu4SChuuWLpw/ChqF\+fBshIAUHBQ0ImC4SwI/EmCFlF8DEkgmQP9IZsMzJED/4HeABIonIO0SChrFs3PpDgoaLlmzBnmRgoOCRg1g8xHWEWCF1DqTMcE1JED/qCFsPso6AvQP60zGBBtAQNolFDQMMEYdk0BBo47wbXy0FBwUNGy0HtNcbQKskFabMOO3mQD9w2brMe3VJkD/qDZhxu8iAWmXUNBw0brZ80RBIzsrXvkjASk4KGjw60AC\+QRYIc1nwiMkIAToH0KCnySQT4D\+kc\+ER0ggjYC0SyhopJFy\+zwFDbftW/HcScFBQaPiaBmhAwRYIXXAiMxC1QjQP6qGlhE7QID\+4YARmYWaE5B2CQWNmqM36oEUNIwyh/mJkYKDgob5tmIKa0\+AFdLaM\+cT7SFA/7DHVkxp7QnQP2rPnE\+0n4C0Syho2G/LcnJQd0FDCvByMsF7SYAESIAESIAESIAESIAESIAESIAE/CTQqVOnojO\+3o9v6X8o\+q7IDRQ0IkC4SwIkQAIkQAIkQAIkQAIkQAIkQAIkkJlA3QQN6SpUAW0kc2Z5YekEaK/S2fFO9wmIQFtKgeo\+HebQdwL0D9\+/Acx/IQL0j0J0eI4E4glIu4RDTuL5\+HK07kNO5ItIQcOOrxztZYedmMr6EGCFtD7c\+VQ7CNA/7LATU1kfAvSP\+nDnU\+0mIO0SChp227Hc1FPQKJegZ/dLwUEByjPDM7uZCLBCmgkTL/KUAP3DU8Mz25kI0D8yYeJFJJBDQNolFDRysHi3Q0HDO5OXl2EpOCholMeRd7tJgBVSN\+3KXFWGAP2jMhwZi5sE6B9u2pW5qi4BaZdQ0KguZ9Njp6BhuoUMS58UHBQ0DDMMk2MEAVZIjTADE2EoAfqHoYZhsowgQP8wwgxMhGUEpF1CQcMyw1U4uRQ0KgzU9eik4KCg4bqlmb9SCLBCWgo13uMLAfqHL5ZmPkshQP8ohRrv8Z2AtEsoaPj9TaCg4bf9i869FBwUNIpGxxs8IMAKqQdGZhZLJkD/KBkdb/SAAP3DAyMzixUnIO0SChoVR2tVhBQ0rDJX/RMrBQcFjfrbgikwjwArpObZhCkyhwD9wxxbMCXmEaB/mGcTpsh8AtIuoaBhvq2qmUIKGtWk62DcUnBQ0HDQuMxS2QRYIS0bISNwmAD9w2HjMmtlE6B/lI2QEXhIQNolFDQ8NH4oyxQ0QjC4mU5ACg4KGumseIV/BFgh9c/mzHF2AvSP7Kx4pX8E6B/\+2Zw5Lp\+AtEsoaJTP0uYYKGjYbL06pF0KDgoadYDPRxpPgBVS403EBNaRAP2jjvD5aOMJ0D\+MNxETaCABaZdQ0DDQODVMklWCxsKFC9Vbb72lVqxYoZo1a6batm2rOnfurDbeeONEZGvWrFELFixQS5YsUY0bN1YdO3ZUHTp0UI0aNUq8J3xi\+vTp6p133tGH\+vXrp58ZPh/e/vbbb9XSpUv18z744AO10047qa5du6rtttsufJnV21JwZBE0wPz111/X9gKD3XbbTdvLagBMPAkUIFBqhfTWW29V77//vrrwwgvVhhtumPgElDH40X7ttdeUlDH77ruvatWqVeI9PEECphAoxj/wu/vCCy9ov2jXrp3aZ599VMuWLU3JCtNBAhUnUIx/hB\+e9fcjfA\+3ScAVAtIuySJooF3y9ttv6/rTFltsodq0aaP22GMPtdFGG8XiwO/QV199FXtODqKtl3S/XMPP6hOwQtCAiDF8\+HD1\+OOP5xHZfvvt1Y033qj69OmTd\+7hhx9WECG\+\+OKLnHMQQWbNmpVaOXrzzTdV\+/btg3sffPBBddRRRwX74Q040rHHHqtwTzRcddVVuqESPW7jvhQchQQN8D7//PPVH//4x7ws9urVSx9v3bp13jkeIAHbCZRSIZ0xY4bq37\+/zvpnn32m8CMbF9577z11/PHHq1dffTXv9GWXXabGjBmjxD/zLuABEjCAQBb/wG/LyJEjFX43o2HQoEFq8uTJqmHDhtFT3CcB6wlk8Y9oJrP\+fkTv4z4JuEJA6j2FBA2IGFdccYV6/vnn87LdokULdfHFF6uDDz4479whhxyiRfW8E6EDd911l35ZHjrEzToQMF7Q\+PTTT/UXZeXKlQXxQOzAF0/C3LlzVc\+ePWU373PrrbfWPS\+Send89NFHqkePHrrHhdycJGg8\+\+yzqlu3bnJZ7Octt9yiTjvttNhzNh2UgqOQoDFw4ECFNwYITZo0USeccIJ6\+umn1fLly/Ux9JB5\+eWXdY8ZfYD/SMARAsVWSPEGGr24JCQJGn/7299Up06dAnEWwuDuu\+\+uHnjggcCvIOwOGTJEouInCRhHIIt/XHrppQoCHcLee\+\+tunfvrubPn6/wO4uA35OZM2fqbf4jAZcIZPGPcH6z/n6E7\+E2CbhGQNolSYLG2rVr9Uvvjz/\+uGDW0U7bf//9g2v\+8Y9/6HpXcCBhg4JGApgaHzZe0Bg2bJi64YYbAixoIPft21fNmzcvR2yAQLFq1argOihtTz75ZLCPe9ClO6zO3XTTTWrw4MHBNbIxZ84cNXTo0KChIMfjBA007H/605/qYSZy3amnnqo3b7vtNjmkkD6IJOuvv35wzMYNKTiSBI2//vWvuvsW8nbiiSeqadOm6S7033//vfrTn/6kzjjjDJ3tKVOmqNNPP91GBEwzCSQSyFohXbdunRo/frxC4y0ckgQN\+MrUqVP1pS\+99JLufo\+dL7/8Uh100EG61wbKRtzPt9dhotw2iUCaf\+A3Wnrv4QUAfifk\+4y3a6NHj9bZefHFFxWGWjGQgEsE0vxD8lrs74fcx08ScJGAtEuSBI3LL79cYfoACZtssonq3bu3euWVV/SQeDm\+1VZb6WGOso\+hvWg7pgUKGmmEanPeeEFj5513DoQFjKNdtGhRMMb8sMMOU48\+\+mhA6t1339WVIXwJ8WZHwogRI3Tj4euvv1aIT3p7YNwT5rxo0KCBvnTZsmUKAgoEjbgQJ2hEe4Jcc801ergF7ocToRu4BMwnseeee8qulZ9ScCQJGuHuj/hxDtsBGcYXDswhbMQNSbESChNNAv8mkKVCijIMQ\+HihqfFCRrhRt61116rfvOb3\+TwxvA5DHdDwA80htQxkICJBNL8Az0zROTDHDHh\+afwm7PLLrvo\+gCGaEEsZyABlwik\+QfyWuzvh0t8mBcSiCMg7ZIkQSM8bGSHHXZQDz30kNpggw10VBjG\+NxzzwXRPvXUU8Hvzp133qkuueSS4BxeksuzgoM/buCFtQjv4ePcri0BowWNTz75RM9hsXr1ak1l7NixOQLBpEmTcrpYo/cFugvhzSfG4ErA2CmIFwjXXXedOu\+88\+SUnmR011131fsTJkxQF1xwQXAuuhEnaJx00kk53V8///xztdlmm\+lbMVwGaUKlDH/bbLNNIJ5E47ZlX5w5SdBAAYDGGgK6CaObvAQISpjMFXNsoBC5\+eab5RQ/ScAJAlkqpOPGjdPjNZHhM888Uw\+Vw9wYCHGCxm9/\+1s1atSoxF5emCgUZRzeLmD\+DRFodYT8RwIGEUjzD\+lZefjhh6tHHnkkL\+WoA0gF85tvvmElMo8QD9hMIM0/kLdifz9s5sG0k0AWAtIuiRM0sDAEemOgPYaA\+RjPPvvsINrbb789GOKIg2jD7LXXXvo8xPU77rhDb\+PlrGzrA/xnHAGjBQ2h9d133ymIG1ilpGnTpnJYD1mQbtg4COGjefPmupdFeJgKKvxSyUfviyOOOCKIA2oc5spACAsacICzzjpLHXnkkfoc/sUJGl26dAkm6UMXWMSHVVXQCwE9SjBfxKabbhrEYfuGFBxJggbsBBsgQLRALwwZZhPuvXHfffepY445xnYcTD8J5BDIWiHFHDLoPo8y47HHHlOYEwMhTtCQ4SYiAqIhh95e\+PFGGfOTn/yk4EpPOQnkDgnUkUCaf8jvC3pqYJK2aMBE3/KbjN9YrHTGQAKuEEjzD\+QTgkYxvx\+usGE\+SCCJgPxuxAkacg/akRA3sIochudKwMuie\+65R3YVhjNuueWWeh89X9944w29jcYy6mmoe2G1LdS7sEhEoVXpgki5URMCVggacSQgXqD7qaxggtVO0DUbAV9CdMNGiM6tgRUCIEJIgOImY6TQnRtvhbBCB7646GGApeIkxAka6HUhPUjQuEBARUsCHAddY48\+\+mg5ZPWnFBxJggYyF36Lhp4xmMQNXbpk/hK8fbv77rsVxrExkIBLBLJUSCGwhrsnpgkaMrTuyiuv1GJhdO4ZlDF//vOfE1dgcokv82I3gUL\+gaXx5DchaYLb8CSImCT0gAMOsBsIU08CIQKF/EMuK/b3Q\+7jJwm4SkDaJYUEjbi8o9cGFo/AXGQIWO0E8zMiwM/Cq1zqg5F/aINOnDhRT2UQOcXdOhCwUtCAiIGuqeHlC8OriIR7TaBBje7YEjD\+MDyPBYagnHvuufp09IcC49ELCRoYQpFVnQsLJ5IWGz\+l4CgkaCBfEIcgDEUDesM88cQTQa\+N6Hnuk4DNBLJUSKP5SxM0UEhDJIU4K\+IpVjhBCM/D4UoZE\+XDfXcIFPIPfLfxggAh6buMJdzlu4/5sw499FB34DAn3hMo5B9JcNJ\+P5Lu43EScIWAtEuKETQgYmABh8WLFwcY8NJI5iPDynLSGzC4IGajVatWavbs2Vy1MYZNrQ9ZJ2hg\+R284cdM/xLQbRtv/2VoQ3Qi0fCXHA2AsOqG8bgyCZnEJ59pggaWANp2223lcv2Jt6VYIQWzUEMskYDjmLQUY9xtDlJwJAkaeMuGHhpXXXWVziYqnxh79s477wQ9NLD6CeY/wZh/BhJwiUA1KqTic/\+/vfMAv6K43v\+goqggimAXRYWH2CP2hh0FSxQ1il0MxiBgRxRij9iNLSB2jQW7YovE3jEa0KgxiKiAJSqWn13hzztPzv7n7t167\+7dmd13ngfu9p35nO/ZnXl35gw4QaBF90gZ44nhbbvttpsOdFyWZ0yZ/h5YlloCUf6BWcAkCOidd97pVSzNK\+AdiqBuSAjslqTCqQ/mfyTgAIEo/wjLPgWNMDLcXhUCUkcy23pRZf/qq6/0xAQYPiJp3XXX1UK6tCMxvNEMwI52y6677qqDUmPGxunTp8upOi5j0IyZ3gFcaAkBpwQNjH9CtFpU4iXhqyWGhkAlk4RuqDK8wd9Dwz8DSljXVlwrTtCAaIG4HmbCUAoJ8Ge\+aHAMGiL9\+/c3D3duWR4cYYIGHgAXXXSRLhdECwQ9lHOeeOIJ/UBADxvMxIBxoLLPORDMMAkEEMijQoogwzK0zpyyVW5vPmfM54/s5y8J2EIgyj/MISeYYm///fevyza\+piEuFRIizmPKYiYSKAuBKP8IK6P5/A\+KwRR2HreTQFkISDsiiaABMQNTgktsDDDAx1WI6OYH6jlz5qiPP/5YhzJA/I1NNtnEw\+XvvYFRAea0sN6BXGgpAWcEjSAxA3Ez0EhGjwwzQUlDxR7JH0MDDQLzDzPsSxDOjRM0cIzZ2MC6\+UJBo1/UPuzDNK4IQONykgdHkKABp5fYAKiMBjk4grhKDADw5RSTLv81MO9\+AnlUSDFTEERcvzhr3lueQ2HBFM1juUwCRRGI8w/5O0ZQb/R09CfEzdhyyy31Zv8sWv5juU4CrhGI84\+g8lDQCKLCbVUiIO2SOEEjSMxA3Ay0Vbp27ZoKWe/evRV66SMh9pP5oT3VhXhwZgScEDTwdRKxF8w/GATgnDhxYk3PDKEydOhQZc5ygp4UMucwZtcwe0mgJwemeg1KSQQNaWzI\+RiXtcgii8iqHhMs496HDBmiA8h4Ox1ckAdHkKAxY8YMzx7XX3\+9OvDAA\+tKOGvWLB0hGDswXZJM8Vp3IDeQgIME8qiQSpBjfJmePHlyIBU8yBFnA/GAzKFugQdzIwkURCDOPzAcFMNCMQxUpmc1s3rPPfd4s2MhCDg\+ajCRQFkIxPlHUDkpaARR4bYqEZB2SZSggbbZAQccUNMzA8MXr7vuupqeGUHc8LFWZsqU/ZgFE70EJUXdW47hb74ErBc00HDGLCTjx4/3SCAuA6ZHRe\+LoHTuueeq4cOHe7vMLzmoJCHGgySMg1pppZVkteY3iaCx33776Ya5nIhZUhDjA8nsQov1sK9O2OdKkgdHkKCBXjQy3VFYWWfOnOlVQqN6x7jCg/kkAZNAHhVScxjXd999VzfMDV0j5WVLkdC0BpdtIxDnH5gN7N5779U99/D\+9Sd8FMAwUX/PS/9xXCcBFwnE\+UdQmShoBFHhtioRkHZJmKiA9go\+9jz00EMeFsxQghkow2L54cMQRgDgQy0SPn4vvPDCehl1LgSklpk111prrZqpX/VB/K/lBKwXNNAVyP\+lH9PkBIkQiJ2BBjVmNcEfq6Tdd99dj4/CcJBu3bp549G32GIL9dRTT8lhdb9JBA38wZvjePv16\+f9YUM4QdRcSY8\+\+qiOASLrLv7KgyNI0EB5EMsEDwD0qEF5ZQiKlPXyyy/3uhJjHJppJzmGvyTgKoE8KqS45vrrr6\+RYMjWoYceWoMHsXkwNTLS1KlT64bg1RzMFRIokECcf5g9KNHjqHv37l5u0dOyS5cu\+v2NMdCY2YyJBMpEIM4/gspKQSOICrdViYC0S8IEDYjkJ5xwQg2SkSNHer3FzR3odd\+xY0f9ARriuaRhw4bpmIAII4CQBjhfEmIFymyZso2/rSdgvaCB8bIYN5skodcGGtJI8qVHr8z7D11TRWmTbXFR0pMIGriWOU0s1vH1CF9SJZAftmGmDwTB9Dfwsc\+lJA\+OMEHjvPPO8x4cqHRCfMLsC0jokSEBU7fZZhs9ZEiu5xID5pUEwgjkVSHFbA6Iuo103333qb59\+\+peGYgJhFlOMKwN8WiCvmqH5ZXbSaDVBOL8A1On46MD3tXoiYlhpQjUht6OAwYM0L03kGcMvZLgoK0uA\+9HAnkRiPOPoPtS0Aiiwm1VIiDtiDBBAz3p0VM/ScJHdLTp/IE/cS7ibSDWhr\+ehXqY6zNYJmFj\+zFWCxqo1Jizl8TBNAWNKVOmKPTYMEUF83z0zsDx0lXb3CfLSQUNzJyy44476kaFnOv/RfwPmWrRv8\+ldXlwhAkaqJD26dOnZmwZxBw0uERQgsCBCMNpbOsSI\+a1ugTyqpAirgD8yvQh\+A\+2IyFg6PPPPx86DK\+6FmHJbSKQxD/w9QuBvSVBuMD7XNKoUaNqho3Kdv6SgOsEkviHv4wUNPxEuF41AtIuCRI0ELgTATyTJhE0cPytt94aGMtJroVgoGPGjNECiGzjb3EErBY0xo0bp9LM7fvkk096EdCBFOObMFwFw0LMhKCh6EkggULNfeYyFD1zFo4JEyYoDCkJSh9\+\+KGe11i\+osoxaISMHTs2cIiMHOPSrzw4wgQNlAWiBnpmILCbX1AaOHCgGj16tOrcubNLxWZeSSARgUYqpPgKvf322\+vrIw7N4osvHnivzz77TCEQlczghIMgDiJmD4a2QdRgIgGbCST1DwwFPeSQQ9S0adO84uBv/YwzzlB4f8t7yNvJBRIoAYGk/mEWNen7wzyHyyRQJgLyPggSNBB/ESJ40nTTTTfVtPswQgBtFgznNdPGG2\+s2zjoUchkBwGrBY2sEKG7Kuavb9\+\+vUKB8xz2gXG\+Mr9xz549a2Y8yao8RV5HHhxRgobkD8fgizICr2IYDhpcbdu2ld38JYHSEWikQpoWAgTDN998U/3000\+6232ez7O0eePxJBBFIK1/oGcfKqkQwFFxbNeuXdTluY8EnCaQ1j\+cLiwzTwIZEZB2SZCgkdEtFD42vf/\+\+7oNg1k2We/Kimx216mEoJEdLl5JHhxJBA3SIoGqEWCFtGoWZ3nTEKB/pKHFY6tGgP5RNYuzvFkQkHZJnoJGFvnkNfIlQEEjX76lu7o8OCholM60LFAGBFghzQAiL1FaAvSP0pqWBcuAAP0jA4i8ROUISLuEgkblTF9TYAoaNTi4EkdAHhwUNOJIcX8VCbBCWkWrs8xJCdA/kpLicVUkQP\+ootVZ5mYJSLuEgkazJN0\+n4KG2/Zree7lwUFBo\+XoeUMHCLBC6oCRmMXCCNA/CkPPGztAgP7hgJGYResISLuEgoZ1pmlphihotBS3\+zeTBwcFDfdtyRJkT4AV0uyZ8orlIUD/KI8tWZLsCdA/smfKK5afgLRLKGiU39ZRJaSgEUWH\+\+oIyIODgkYdGm4gAcUKKf8ISCCcAP0jnA33kAD9g38DJJCegLRLKGikZ1emMzSA5QIAAC/OSURBVCholMmaLSiLPDgoaLQANm/hHAFWSJ0zGTPcQgL0jxbC5q2cI0D/cM5kzLAFBKRdQkHDAmMUmAUKGgXCd/HW8uCgoOGi9ZjnvAmwQpo3YV7fZQL0D5etx7znTYD\+kTdhXr\+MBKRdQkGjjNZNXiYKGslZ8ch5BOTBQUGDfw4kUE\+AFdJ6JtxCAkKA/iEk\+EsC9QToH/VMuIUE4ghIu4SCRhypcu\+noFFu\+2ZeOnlwUNDIHC0vWAICrJCWwIgsQm4E6B\+5oeWFS0CA/lECI7IILScg7RIKGi1Hb9UNKWhYZQ77MyMPDgoa9tuKOWw9AVZIW8\+cd3SHAP3DHVsxp60nQP9oPXPe0X0C0i6hoOG\+LZspAQWNZuhV8Fx5cFDQqKDxWeRYAqyQxiLiARUmQP\+osPFZ9FgC9I9YRDyABOoISLuEgkYdmkptoKBRKXM3X1h5cFDQaJ4lr1A\+AqyQls\+mLFF2BOgf2bHklcpHgP5RPpuyRPkTkHYJBY38Wdt8h8IFDXmA2wyJeSMBEiABEiABEiABEiABEiABEiABErCTQK9evVJnrM28r/RzU5/lO4GChg8IV0mABEiABEiABEiABEiABEiABEiABBITKEzQkK5CGWgjiQvLAxsnQHs1zo5nlp\+ACLSNPFDLT4clrDoB\+kfV/wJY/igC9I8oOtxHAsEEpF3CISfBfKqytfAhJ/KHSEHDjT852ssNOzGXxRBghbQY7ryrGwToH27YibkshgD9oxjuvKvbBKRdQkHDbTs2m3sKGs0SrNj58uCgAFUxw7O4iQiwQpoIEw\+qKAH6R0UNz2InIkD/SISJB5FADQFpl1DQqMFSuRUKGpUzeXMFlgcHBY3mOPLschJghbScdmWpsiFA/8iGI69STgL0j3LalaXKl4C0Syho5MvZ9qtT0LDdQpblTx4cFDQsMwyzYwUBVkitMAMzYSkB\+oelhmG2rCBA/7DCDMyEYwSkXUJBwzHDZZxdChoZAy375eTBQUGj7JZm\+RohwAppI9R4TlUI0D\+qYmmWsxEC9I9GqPGcqhOQdgkFjWr/JVDQqLb9U5deHhwUNFKj4wkVIMAKaQWMzCI2TID\+0TA6nlgBAvSPChiZRcycgLRLKGhkjtapC1LQcMpcxWdWHhwUNIq3BXNgHwFWSO2zCXNkDwH6hz22YE7sI0D/sM8mzJH9BKRdQkHDflvlmUMKGnnSLeG15cFBQaOExmWRmibACmnTCHmBEhOgf5TYuCxa0wToH00j5AUqSEDaJRQ0Kmh8o8gUNAwYXIwnIA8OChrxrHhE9QiwQlo9m7PEyQnQP5Kz4pHVI0D/qJ7NWeLmCUi7hIJG8yxdvgIFDZetV0De5cFBQaMA\+Lyl9QRYIbXeRMxggQToHwXC562tJ0D/sN5EzKCFBKRdQkHDQuO0MEsUNFoIuwy3kgcHBY0yWJNlyJoAK6RZE\+X1ykSA/lEma7IsWROgf2RNlNerAgFpl1DQqIK1w8tIQSOcDfcEEJAHBwWNADjcVHkCrJBW/k\+AACII0D8i4HBX5QnQPyr/J0AADRCQdgkFjQbglegUCholMmYriiIPDgoaraDNe7hGgBVS1yzG/LaSAP2jlbR5L9cI0D9csxjzawMBaZdQ0LDBGsXlwSlBY/LkyerNN99U06dPV507d1bdu3dXG2ywgVpkkUVCCc6ePVu98sor6q233lLt2rVT6667rlp77bVV27ZtQ88xd9x4443q3Xff1Zv23XdffU/Z//PPPyvkKWnq1q2b6tSpU9LDrTxOHhxJBA1we\+6559QHH3ygevTooTbaaCO1/PLLW1kuZooEsiCQpkJK/8iCOK/hEgH6h0vWYl5bTYD\+0WrivF8ZCEi7JImgMWvWLN2OfP/999XSSy\+tfvWrXym0zZjcJ\+CEoAERY9iwYerRRx\+tI77CCiuoyy67TO222251\+x544AEFEeLrr7\+u2QcR5O67745tXL/xxhtqjTXW8M6977771C677OKtwzHSNNCvvvpqdeihh3rnu7ggD44oQQP7RowYoc4555y6Ig4cOFCNGTNGLbDAAnX7uIEEXCeQpEJK/3Ddysx/owToH42S43lVIED/qIKVWcasCUi7JErQmDNnjho7dqy6\+OKL626/5557qj/\+8Y9qoYUWqtvHDe4QsF7Q\+Oyzz3SvihkzZkRShdix3XbbecdMnDhRbb/99t66f2GppZbSPS/Cend8\+OGHaquttlJvv/22dyoFDaXkwRElaJx66qnqtNNO09zWW2891bt3b/Xyyy\+rp59\+Wm/ba6\+91Pjx4z2uXCCBshBIUiGlf5TF2ixHWgL0j7TEeHyVCNA/qmRtljUrAtIuiRI0LrnkEnX55ZeH3hLtRXwcZ3KXgPWCxtChQ9Wll17qEe7QoYPaZ5991JNPPlkjNkCg\+Pjjj73jtt12W/XYY4956zgHQx\+effZZbxvUukGDBnnrsvDQQw\+pI488Uk2bNk026d9mBQ2ILMiXy0keHGGCBhh37dpVF/Hggw9W48aN83pjnHXWWWrkyJF63/PPP6823nhjl1Ew7yRQRyCuQkr/qEPGDRUiQP\+okLFZ1NQE6B\+pkfEEEvA\+tIYJGv/3f/\+nttxyS/XNN99oWosuuqjacccd1UsvvaTbhYJwwoQJNWEFZDt/3SBgvaCx6qqresIC4jBMmTLF6xaEP8hHHnnEI/3ee\+/pxvSrr76q0DNA0vDhw9Xo0aPVjz/\+qHA96e2xyiqraFFk/vnn14dOnTpVQUCBoBGU/IIGGvUfffSRCmrco\+FiNtjRYwFdmlxPcYIGyokv0EgzZ85Uyy23nF7Gf\+C02mqraXsecMAB6oYbbvD2cYEEykAgrkJK/yiDlVmGRgnQPxolx/OqQID\+UQUrs4xZE5B2SZiggViIZ555pndbfGiFwIGP1jvttJO3/be//a06/fTTvXUuuEXAakHj008/1TEsPvnkE00Vf2ijRo3yCF9xxRVq8ODB3jp6X2y66aZavEAMB0nvvPOOgniBdOGFF6pjjz1WdungMD179tTr559/vjr\+\+OO9ff4Fv6Dh3y/raLj369fPE0a22WYbhd4Z4nRynIu/UoYgEQflkZ4xeEg8\+OCDdUWEDU855RS9/aeffvJ6b9QdyA0k4CCBuAop/cNBozLLmRGgf2SGkhcqIQH6RwmNyiLlTkDaJWGCBmIXSu/8JZdcUk9WIJk6/PDD1RNPPKFX0XMDk0gwuUnAakFDkP7yyy8K4gZmKenYsaNsVocddphCoE1JED66dOmie1mYw1QwG4n0wkDvi759\+8op6vHHH9exMrDBFDQgSBxxxBFq55139o5NKmhce\+21NcE/EYcDM7KUIcmDI0zQkP1hPVIQqFWYlolLGWzLMjRPIK5CSv9onjGv4C4B\+oe7tmPO8ydA/8ifMe9QPgJSrwoTNPr06aNnx0TJ0TMDPTQkXXDBBerKK6\+UVfX6668nngXTO4kLVhBwQtAIIgXxAsMXZAYTzHaCYR5Ie\+yxh57FBMv\+2BqTJk1SG264IXbpdMstt\+iYHFjBHzZ6FRx33HEKDoBAlphqVFISQePbb79VyyyzjJcvxIw444wz5BLO/8qDI0jQQNmhcCIhuI7Ze0YKjmlcN9tsM72KIKGbb7657OIvCThPIKpCSv9w3rwsQJME6B9NAuTppSZA/yi1eVm4nAhIuyRM0JCGLm6P9uHZZ5/t5QQfoBGSQBLiM6INx\+QeAbFzUPs0rjRt5p00N\+6guP3yh5jmUhAx0HUb4oQk/FEiCCUSBAvZh6EmGHIiCTE41llnHVnVQ1COPvpovY6eHOZ0oggYk1bQgNKHLkySpk\+frlZaaSVZdf43yl4QmTCvM5IpFJmFxhS8q6\+\+ut6E\+Cc77LCDuZvLJOA0gagKKf3DadMy8xkQoH9kAJGXKC0B\+kdpTcuC5UhA2iVBggYCgZoxFffdd18vzh\+ydPPNN3uzMmL9zjvvVGuuuSYWmRwj4Jyg8cUXX\+ggLi\+88IKHGsE3MT5qvvnm09v8gUTNP/I33nhDx\+WQkxHPQYJYyjb5TStoQBABUJkdBcNWEDW3TEkeHEECFKa6lSCgeChACfUnBG5deeWV9eb777/fG37iP47rJOAigagKKf3DRYsyz1kSoH9kSZPXKhsB\+kfZLMrytIKAtEvMtp7cFx\+StthiC1lVmJBAZlvExttuu61mwobrrrtObbLJJt7xXHCHgFOCxuzZs9V2221XE7QFQ0owNGTFFVf0qGMYgwSA8ffQ8M\+AEjY0AhdLK2iggb7rrrt6\+Shjg10eHEGChtmlHlGF999/f4\+FLLz22mtq7bXX1quYVnfrrbeWXfwlAecJRFVI6R/Om5cFaJIA/aNJgDy91AToH6U2LwuXEwFplwQJGt9//31Nr3x/D42bbrqpJiwAQgtIwzin7PKyOREQuwW1T\+Nu2dIhJ0FiBuJmIDotemSYae\+991a333673uSPoYGeHab6FtaTACenFTTMIKW4L6YtNYewmHl0dVkeHGF/MIsttpiOH4KgrEceeWRdMRE3A0F5kCBE9erVq\+4YbiABVwlEVUhRJvqHq5ZlvrMgQP/IgiKvUVYC9I\+yWpblypOAtEuCBA3cF0NOMPQEaffdd6\+JmXHVVVep8847T\+/Df/gY3rlzZ2\+dC\+4QcELQQMyMrbbaqqZnRo8ePfRUqGbPDME\+dOhQZc5y8sMPP6gFF1xQ777rrrtU//795VD9x4upXoNSGkFjzpw5avHFF/eCgfqnmA26vovb5MERJmisscYaCsN6MIxHpmc1y3nPPffoBwq2IYgrRCkmEigLgbgKKf2jLJZmORohQP9ohBrPqQoB\+kdVLM1yZklA2iVhgoY5ywlCFFx//fXe7c866yx1ww03eOtov8ismN5GLjhBwHpBAw3nffbZR40fP94DiqCSmG4VvSCC0rnnnquGDx/u7TJ7AqCRDbFBUlTQzjSCBuYuNnsbTJw4UQculfuU5VceHGGCxm9\+8xt17733qg022ED3cPGXe8iQIXoGFH/PGf9xXCcBFwnEVUjpHy5alXnOigD9IyuSvE4ZCdA/ymhVlilvAtIuCRM0Bg4cqJ555hmdDczEiNkW27Vrp9cxBAXtNyTMboJZTpjcJGC9oIFYDAceeGAN3UsuuSRw5hDEzujUqZOe1QRTukpCFyMMLfn8889Vt27dvF4UCBTz1FNPyWF1v2kEjTFjxqgjjjjCu8a7777rBb/0NpZgQR4cYYKG2QPm7bffVt27d/dKjZ4yXbp00fwxIw1mpmEigTIRiKuQ0j/KZG2WJS0B\+kdaYjy\+SgToH1WyNsuaFQFpl4QJGoiLcfzxx3u3Q1BQBAd98cUXa9qX6N0/ePBg7zguuEXAekED8RYQdyFJQq8NDE1Bki\+hemXefxjaMGPGDFnVv3FBO9MIGieddFLN3MY//fRT6eJnAJo8OMIEDcz0AtEIrNGTBj1Vll12WYWAiAMGDNC9N3CdyZMne8FBsc5EAmUgEFchpX\+UwcosQ6ME6B\+NkuN5VSBA/6iClVnGrAlIuyRM0MDHVMROlDgauD9mW0QPfTMxfoZJw71lqwUNNIqDYmSEYTYFjSlTpij02ED8jaCE3hk4PmqsVBpBA2ofouUiIb5HmGMF5cWlbfLgCBM0UBYEZEVgVkmY1QT2kDRq1KiaYT\+ynb8k4DqBuAopykf/cN3KzH\+jBOgfjZLjeVUgQP\+ogpVZxqwJSLskqt3l76XhzwN6ZqCHBpO7BKwWNMaNG6cGDRqUmC7GPskMGjgJQScxXAUzoZgJf7SIaiuBQs195jJibyAWhKQJEyaofv36yWrN77bbbqswDSkSGvOY27iMSR4cUYIGyo2hPIcccoiaNm2ah6FDhw56eiTwl\+t4O7lAAiUgkKRCimLSP0pgbBYhNQH6R2pkPKFCBOgfFTI2i5oZAWlPRAkauNmkSZPUiBEjdNtQbo6YGieffHLNZBGyj79uEbBa0MgKJYY7vPbaa6p9\+/Z6fuGyTaWaFack15EHR5ygIdf65JNPdG8VTIOEoSgSiEf285cEykQgaYVUykz/EBL8rQIB\+kcVrMwyNkqA/tEoOZ5XZQLSLokTNITR7Nmz9cdWDIfHPzlf9vPXTQKVEDTcNI2duRbHTypo2FkK5ooE8iGQtkKaTy54VRKwkwD9w067MFd2EKB/2GEH5sItAtIuSSpouFU65jYpAQoaSUnxOE1AHhwUNPgHQQL1BFghrWfCLSQgBOgfQoK/JFBPgP5Rz4RbSCCOgLRLKGjEkSr3fgoa5bZv5qWTBwcFjczR8oIlIMAKaQmMyCLkRoD\+kRtaXrgEBOgfJTAii9ByAtIuoaDRcvRW3ZCChlXmsD8z8uCgoGG/rZjD1hNghbT1zHlHdwjQP9yxFXPaegL0j9Yz5x3dJyDtEgoa7tuymRJQ0GiGXgXPlQcHBY0KGp9FjiXACmksIh5QYQL0jwobn0WPJUD/iEXEA0igjoC0Syho1KGp1AYKGpUyd/OFlQcHBY3mWfIK5SPACmn5bMoSZUeA/pEdS16pfAToH\+WzKUuUPwFpl1DQyJ\+1zXegoGGzdSzMmzw4KGhYaBxmqXACrJAWbgJmwGIC9A\+LjcOsFU6A/lG4CZgBBwlIu4SChoPGyzDLFDQyhFmFS8mDg4JGFazNMqYlwAppWmI8vkoE6B9VsjbLmpYA/SMtMR5PAkpJu4SCRrX/GihoVNv\+qUsvDw4KGqnR8YQKEGCFtAJGZhEbJkD/aBgdT6wAAfpHBYzMImZOQNolFDQyR\+vUBSloOGWu4jMrDw4KGsXbgjmwjwArpPbZhDmyhwD9wx5bMCf2EaB/2GcT5sh\+AtIuoaBhv63yzCEFjTzplvDa8uCgoFFC47JITRNghbRphLxAiQnQP0psXBataQL0j6YR8gIVJCDtEgoaFTS\+UWQKGgYMLsYTkAcHBY14VjyiegRYIa2ezVni5AToH8lZ8cjqEaB/VM/mLHHzBKRdQkGjeZYuX4GChsvWKyDv8uCgoFEAfN7SegKskFpvImawQAL0jwLh89bWE6B/WG8iZtBCAtIuoaBhoXFamKXCBQ15gLewzLwVCZAACZAACZAACZAACZAACZAACZBASQj06tUrdUnazPtKPzf1Wb4TKGj4gHCVBEiABEiABEiABEiABEiABEiABEggMYHCBA3pKvTyyy8nziwPLI7A\+uuvr2/Orl3F2YB3tpfA119/rTPXoUMHezPJnJFAQQToHwWB522dIED/cMJMzKRlBOg3lhmkoOwUPuSEgkZBlm/wthQ0GgTH0ypBgC/WSpiZhWyQAP2jQXA8rRIE6B\+VMDMLmTEB\+k3GQB29HAUNRw1XVLYpaBRFnvd1gQBfrC5YiXksigD9oyjyvK8LBOgfLliJebSNAP3GNosUkx8KGsVwd/auFDScNR0z3gICfLG2ADJv4SwB\+oezpmPGW0CA/tECyLxF6QjQb0pn0oYKREGjIWzVPYmCRnVtz5LHE\+CLNZ4Rj6guAfpHdW3PkscToH/EM\+IRJOAnQL/xE6nmOgWNatq94VJT0GgYHU\+sAAG\+WCtgZBaxYQL0j4bR8cQKEKB/VMDILGLmBOg3mSN18oIUNJw0W3GZpqBRHHve2X4CfLHabyPmsDgC9I/i2PPO9hOgf9hvI\+bQPgL0G/tsUkSOKGgUQd3he1LQcNh4zHruBPhizR0xb\+AwAfqHw8Zj1nMnQP/IHTFvUEIC9JsSGrWBIlHQaABalU\+hoFFl67PscQT4Yo0jxP1VJkD/qLL1WfY4AvSPOELcTwL1BOg39UyquIWCRhWt3kSZKWg0AY\+nlp4AX6ylNzEL2AQB\+kcT8Hhq6QnQP0pvYhYwBwL0mxygOnhJChoOGq3ILFPQKJI\+7207Ab5YbbcQ81ckAfpHkfR5b9sJ0D9stxDzZyMB\+o2NVml9nihotJ6503ekoOG0\+Zj5nAnwxZozYF7eaQL0D6fNx8znTID\+kTNgXr6UBOg3pTRr6kJZLWi88soraurUqakL1bt3b7X00kvXnPfzzz\+radOm6eu988476t1339XHrLrqqmqVVVZRq6\+\+umrXrl3NOVjJMg9///vf1WeffebdY9NNN1UrrLCCt\+5f\+Oqrr9Trr7/ubUZe/eXydoYs/PLLL\+qNN97Q5QXL999/Xy255JJqueWWU6uttpraYost1HzzzRdydv3mNILGW2\+9pcB65syZaoklllArrbSSWmuttdTCCy9cc2Hk64cffqjZFraC6yDvTCRgI4GkL9a5c\+eqGTNmaN\+ET6644oqqR48e\+lkUVS48t95\+\+231wQcfqEUWWUR17dpVrbPOOqpDhw5Rp3EfCVhBIKl/\+DP7r3/9Sz3xxBN68zLLLKP69\+/vP0Svz5o1S/sU/KNt27baP/Bu79y5c\+Dx3EgCNhFoxD9efvll9eKLL\+pi/PrXv1aoV5qJ9SuTBpfLSCAPvzE5ZfFe\+dvf/qb\+85//6MuiHbXRRhuZt\+ByBgSsFjRGjx6t7rjjjtTFvOyyy9TGG2/snffvf/9bjRo1Sgsa3kbfwvLLL69OOeUUtd5669XsySoPX3zxhdpuu\+1qro1K2YgRI2q2mSsvvfSS\+sMf/uBtOvHEE9Wee\+7prcctQBAZOXKkeu6550IPhZhzwgknKBEqQg/83w45DkzDEkSMs846Sz377LN1h6Ay\+sc//lFtu\+223j5wQQU0Sdptt93Uueeem\+RQHkMCLSeQ5MWKZ8GwYcPUCy\+8UJc/\+Df83C9QwJfPOeecwOfhoosuqp9d8A0mErCZQBL/8Of/m2\+\+UX379lUfffSR3rXuuuuq2267reYw\+Mf5559ft10OOu6449Shhx6q5p9/ftnEXxKwjkBa/8CHoB122MHzDfyNDx8\+vKZcrF/V4OBKCQnk4TfAlNV7BR93zfoZ2nWoAzJlS6D0gsb999\+vTjvttMTU9ttvP3X00Ud7x2claIwfPz6wIY6vTu3bt/fuZy40I2h8/vnn6pBDDtG9I8xrhi1DOFp55ZXDdnvb4wQNNNbguFL59E70LVx77bXelwS\+cH1wuOosgbgXK16Qe\+yxR6SAB1H1pptuqml84eX38MMPR3K56qqrdI\+ryIO4kwQKJBDnH0FZO/XUU9Utt9zi7fILGuiFiAqi9ODwDvQtHHnkkWrIkCG\+rVwlAXsIpPEP9Do\+9thja94LFDTssSVz0joCefhNVu\+VH3/8Ue2\+\+\+41ow0oaOTzt2G1oHHnnXfWfeWXIQyCA92tO3bsKKv69/DDD1coGLpn77XXXjX7sLL55psrDN/4\+OOPFUQDNP7NhC\+h0oOg2TzIdffee\+/AHiInn3yy/mOX48zfZgSNu\+66S/3pT3/yLofu6ZtttpnmgiEo\+Dr87bffevt79eqlxo4d662HLcQJGmeeeaa68cYbvdPx9bhfv36a8/Tp073tGPYiPUfSCBqslHoIuWAhgbgXK4RN9BaTBBFxk002UeiOaA5Hu/DCC7Xf4Di/ug/fQU\+OTz75RN19991yKe3b9913n7fOBRKwjUCcf/jz\+/TTT6vDDjusZrNf0IDv\+IUKvHPgT/5eUDgWQx\+ZSMBGAkn9A8NIzjjjjLq/72YFDdavbPyrYJ7iCOThN1m9V1CX87etKGjEWbSx/VYLGkFFwlfIMWPGeLvwJbNnz57euixAXUMPBTTeJWEs7dlnn60wvETS999/ry666CIF4UJSp06d1D333KPHqMs28zdpHuQcxME4\+OCDZbXmt3v37jVfn8ydzQgaRx11lHrmmWf05SBmPPTQQwrigiSMwx8wYICs6l8MEVlooYVqtvlX4gQNU5xAYw09ZBZccEF9mYEDB3p5wobHH39cx8NArw6omP6ELxD77ruv19sDgsyVV16pFlhgAf\+hXCcBKwjEvVghRLz22ms6r4hhM2HCBNWmTRuFGAHouSHpgAMO0MPFsH777bd7y1jH12oZGoehXTfccAM26zR58uTAWECyn78kUCSBOP8w8/bll1\+qnXbaqUbow36/oIGPAubQVFO0GDdunB6KIte94IIL1M477yyr/CUBqwjE\+QeGX1188cU1z3yzAEGCButXJiEul5FAHn6TxXvl1VdfVfvss08dcgoadUgy2VBaQQMVezSgJaFRj8bDYostJptqfo844gg1adIkb9vQoUPVgQce6K2bC2kFDYgopmCCXiXInyQ0SCC2\+FMzggYaRwg2KAmVPAg1ZoLCj8YVgqFC7EC8DVPsMY\+V5ShBY/bs2fqrsnxpRjd5OK6km2\+\+uWb4z6233qoQxCosgfN5552ndyN/CKqKoKBMJGArgbgX61NPPaUDQyE41NZbb6369Omji/Lpp5/qHlRSrt/97ncK4/6RIArKMtbxnJLnGGIJICaNJAoaQoK/NhKI8w8zz8cff7wK6nHkFzQg/uFdibThhhvW9BBErKddd93Vuyz8CL7FRAI2EojzDzzf0ds3LAUJGmHHsn4VRobbXSOQh980\+1757rvv1C677BI4vJiCRj5/YaUVNP7yl7\+oq6\+\+2qOGrnRhvSRwEBr26NEhafvtt9e9OWTd/E0jaGBYx5ZbbumdvsEGG2ih5fe//723DeLDSSed5K3LQjOCBuKGoCEkCYIOejugl8Maa6xRMz5fjknyGyVoyPnoHQNxA709zOCGfsXz\+eefrxNZ5Bpo8Jlf0iBsmBVTOY6/JGATgbgXa1Be8eK75JJL1DXXXOPtxrAtNM6QMLQEsxFJOuaYY/QzBF\+w8WL85z//qXdhmNwVV1whh/GXBKwjkNQ/HnnkEYWPCpLwzkIvJiS/oCHHID4NevqZM5pAEIEwIunyyy\+vC84t\+/hLAkUTiPMPU9BAD1i8N8x6UVJBg/Wroi3N\+2dJIE\+/afS9Yg6/R2/cDz/8UKGHFRIFjSyt//\+vVVpBAzN3PPbYY15JEYQSU4aGJTTCzWl0MPsHxrsHpTSChj8o6emnn6523HFH/c\+M3REUHLQZQQPTzQ4aNCgo\+3ooDab2grixzTbb1AxFCTzB2JhE0DAO9xbRawMikTg0Zjt58sknvf3\+BfSYEfuhAoveHOiaz0QCNhOIe7H6844GFiqlZkIAKQwlMWdkwLA4c6gdeiyJL\+FcrGM4lvineT0uk4AtBJL4B3orYeYG\+ftGDyR8cJB4MWGChr\+MeKejlyWmtZSEXn5RU6XLcfwlgSIIxPnHlClTtECHuDL44LPwwgvr2EmS16SCButXQoy/ZSDQKr8BqyTvFcQHND\+QI6YhegZK73UKGvn81ZVW0MBwE3NYB2JIdOnSJZIiZueYOXOmdwzm9jYbFbIjjaCBP2oZM4/z0YiXxgcaIJLQQ8McQ4/tzQgaOP\+6665TmMI2LkUFJvWfKw2mqGlb/eegYnrQQQfVcMAwHH955Tz/1wOOexYy/LWdQNyL1Z9/M6YG9mG6afhtkHiHIL/XX3\+9/xJ6HUNP0NBjIgGbCSTxD1T2IDwgoZcS/ubxfkwjaMydO1fhCxlibEnC\+wbvHSYSsJVAnH/g7xr/5ptvPq8IUonHhiSCButXHjoulIRAK/wGqJK8V9CjAx\+tRbxAT8PBgwfrWR1lGwWNfP7w5FkIO6VNbeadlP4s312k4m5\+RfEdUrOaVEzAlxkzIGhQD4iaC89bwZAMPOwlhZ2TNA/Tpk2rGe/Yt29fhR4aSO\+9957q37\+/3EoFBQdtVtDAxdFTA1\+BTXHHu6mxAAfDyzAupRU04NxQJqVbPK6PhhcCG5ovZfO\+qLxKzBGIP1A7EeeDiQRsJxD3YvXnH8E95Uu07Ntqq60URMauXbvKJoVnjsST8TYaC\+jxhGF2QbF4jMO4SAKFEojzD3zJGjFihJfHiRMnqhVXXFGdeOKJiQWNOXPm6B5OppiB9wjiSJnDUbybcIEELCEQ5x9B2ZRKPPYlETRYvwqiyG0uE2iF3yR9r\+D9hfcYEnwTbZm2bdtS0GjBH5g8CxuRJqwWNPBH9eijj3oIMXwEw0iiEmJdyFSmiDmBAH5BKamgga7k5gwE6EaOKRolodsgRA9J\+BKFscKSshA05FoYh49ZTxC3Aj1PpJyyH79wvLgp7dIIGhAzELdExj7jHphyEvdZdtllsVqXoGBiOIwkMDLHQMt2/pKAjQTSvlgxtXT79u31s\+r888/3xA004h5\+\+GE9ow\+eAwhQJQlDt9ADDbMn4Vn00UcfyS4tHKIbMhMJ2Eggyj9mzZqlA\+VKvhEHSiLEJxU0UOk89dRTFXosmQnxtDBdOxMJ2Ewgyj/C8i2VeOyPEzRYvwqjyO0uE8jbb5K\+V9CzEB\+HJSGGk/gn2jXsoSFk8vkV1qUTNDCcwxzSgbmAzeCcfpwIYomGgiTMvoEp34JSEkEDwckwhWmQcBB0TWzzBwdtVtDAl1/E6Vh66aW9qVNxH0yH\+sILLygwMWdCwVhlM8AUjvWnpIJGkJiBr8gIdmh\+efZf3x/EDUOF4oQo/zW4TgJFEWjkxSp5NYNIYRuGnkAAxZAr81mG3k4iWiDODMZDS8IzK\+o5J8fxlwSKIBDlH/6g0ZjNQYZ8YopvEe7Q2wLvKfyaYndYpZM\+UYSlec9GCET5R9j1pBKP/XGCButXYRS53WUCefpNmvdK7969695TwhW90iUhSCgmiFhzzTUVhh0zZUNAnoWlEzQQJR0VJElRAgWOQaVn7NixcrgeDmJ2ffV2zFtIImigoYHApGmTOcylUUHjwQcfrJnKEV3VMUWkP2F4DYbZSEKQKXzdikpJBA0IKfiibPbMQERuNNDCembIPTGtnszOgnv99a9/lV38JQHrCSR5sWJWEzTOllpqqZqAvH5xAgLHXnvtpYVO8SXE2DDjaPzwww9q7bXX9rigR1TYc8s7iAskUBCBKP846qijFATspAmCBoZUSsK7y6w0Yjt6SJrBvuVY/pKAjQSi/CMsv1KJx/44QYP1qzCK3O4ygTz9Js17JWgIcRTXfv366Q/LUcdwX3IC8iwsnaDx3//\+V\+200041JMJ6IPhjXeAkDBcxhz6YF0oiaCAQDGI/pE1mcNBGBY0333yzpos6lEDE0fDHrPBPVYs5k0855ZTILMcJGvhDOvroo2sqplAjUbHEcJOohJ4jCAInMQUw1e6QIUOiTuE\+ErCKQNSLFV3qIRrK37c/MJR/JhMIrIinga/REoQXjbhJkyZ5X66nTp2q8FKUhHg1qLQykYCNBKL8oxlBA7Ngme8u\+AlmNltnnXVsxMA8kUAggSj/CDxh3kapxGN/lKDB\+lUYQW53nUBefpP2vUJBo9i/JHkWlk7QANabb765Tv1CN1ZMi4hYERA9EFNi9OjRNVZAb4aoAHxxggbmG4Y4IAlDJswpF2U7fhG4FBU5SWZwUL\+ggXHzCCwalTCcA8ZEQ8gc7oIyoTEFwWDBBRdU//jHP3RvDMTWkIQeJeATleIEjXvvvbeuZ8rIkSPV8ssvX3fZXr16qY4dO3rb/dG3YYO4ITDeyVwgAQsIRL1Y0XUR4/hlHCUaXbfffrtaddVV9XMA8WJkH4qCGZEwTMv/heCcc85RmJEJFVTE3UDPJ0mcEUhI8NdGAlH\+gZgxZlBuM/8TJkxQ06dP15sgjKNnIYZdwWcQYBvTvJoJwzfNIaSyr1u3bgr/mEjARgJR/hGWX6nEY3\+UoMH6VRhBbnedQB5\+08h7BT39v//\+\+0Cc5oyTa621lsLwlB49eqg\+ffoEHs\+N6QnIs7CUggbmC95///1DK0lhuFB5QkMiLMUJGv79xxxzjBowYEDg5dDIgcBiThcrwUH9gkbgBXwbMda4Q4cOCmMlZUYV3yGBqwiC\+sADD\+hzAw/438Y4QWO//fZTSWesQTwNCCySnn76aV1BlXWooxgqxEQCrhCIe7H\+\+c9/VldccUVNcfCskfgAsgPjKhFEGAnBfCFmmglDuHAvUwCBQIKgVEsssYR5KJdJwBoCcf4RltGooKDofYgelUmSTKGX5FgeQwKtJtCIf0glHnmNEjRYv2q1NXm/VhHIw2\+yfq8wKGj\+fw3yLCyloAF8X375pQ6qh7gScQlTHuJraFwQSr9ggenhevbsqS8PgQI9IcyeDxgX3KVLl9DbQ8C49NJLvf0QOBD/oxlBAxdDg\+juu\+/2rhu2gF4daGhhZoW4FCVooFEG1TFp8gsad9xxR03cEzTkorglvQ\+PI4FWEYh7saJXxUEHHRQp\+mGIFmZlgkAhCeq\+\+YyQ7eYvXsAIRMxEArYSiPOPsHxHCRr4m//ggw/CTq3ZTkGjBgdXLCPQiH9IJR5FiRI0WL\+yzNjMTmYE8vCbrN8rFDQyM3foheRZ6Iygcc0119R84UTQSClEaCnn7cAUrGhAYyy6ORQD50CMQLcf9KKQqOpR14rKw6uvvqowjl0SZimIa4hA/PAPJUH8DcxmYE4BJNeM\+kU3dbMhBFEEjSEMbfEnCBkQKFDJw9SRSVKUoIFG2KhRo5JcRh8DIQjxPSRhWA7iCEh66623VJs2bWSVvyRgPYEkL1Z0SURMGQwP8SfEjRk0aJBaaKGFanZBKIUwCv/wN94w1TN6YyFiNhMJ2EwgiX8E5R\+Bbu\+66y69C\+OUJfjnO\+\+8U/fuDDpftg0bNiz1O1XO5S8J5E2gEf8w679R09yzfpW39Xj9oghk7Td5vFdMQWPw4MG63VUUr7LeV56FzggazRoCBUXsDAzx6NSpk1phhRUSiRjN3rfo8zGNLHpQQDxBl3T0xkAsjbQpStBIey0eTwJlI5DmxYohcQgUCr/EsBPEmfEH7vXzMZ9fOBbxABZbbDH/YVwnASsJpPEPKwvATJFAjgToHznC5aVLS4B\+U1rTpipY5QSNVHR4cB0BChp1SLiBBDwCfLF6KLhAAnUE6B91SLiBBDwC9A8PBRdIIDEB\+k1iVKU\+kIJGqc2bfeEoaGTPlFcsDwG\+WMtjS5YkewL0j\+yZ8orlIUD/KI8tWZLWEaDftI61zXeioGGzdSzMGwUNC43CLFlDgC9Wa0zBjFhIgP5hoVGYJWsI0D\+sMQUz4hAB\+o1DxsoxqxQ0coRbxktT0CijVVmmrAjwxZoVSV6njAToH2W0KsuUFQH6R1YkeZ0qEaDfVMna4WWloBHOhnsCCFDQCIDCTSTwPwJ8sfJPgQTCCdA/wtlwDwnQP/g3QALpCdBv0jMr4xkUNMpo1RzLREEjR7i8tPME\+GJ13oQsQI4E6B85wuWlnSdA/3DehCxAAQToNwVAt/CWFDQsNIrNWaKgYbN1mLeiCfDFWrQFeH\+bCdA/bLYO81Y0AfpH0Rbg/V0kQL9x0WrZ55mCRvZMS31FChqlNi8L1yQBvlibBMjTS02A/lFq87JwTRKgfzQJkKdXkgD9ppJmrys0BY06JNwQRYCCRhQd7qs6Ab5Yq/4XwPJHEaB/RNHhvqoToH9U/S\+A5W\+EAP2mEWrlO4eCRvlsmmuJKGjkipcXd5wAX6yOG5DZz5UA/SNXvLy44wToH44bkNkvhAD9phDs1t2UgoZ1JrE7QxQ07LYPc1csAb5Yi\+XPu9tNgP5ht32Yu2IJ0D\+K5c\+7u0mAfuOm3bLONQWNrImW/HoUNEpuYBavKQJ8sTaFjyeXnAD9o\+QGZvGaIkD/aAofT64oAfpNRQ3vKzYFDR8QrkYToKARzYd7q02AL9Zq25\+ljyZA/4jmw73VJkD/qLb9WfrGCNBvGuNWtrOsETTKBpblIQESIAESIAESIAESIAESIAESIAESyJ/A3LlzU9\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)\ +**Figure 4: The final table.** + +* Do you want to go directly to step 5, or did you get stuck during **step 4**, you can skip the line and copy-paste the data from this table. + +### Step 5: Creating the data visualization + +* When designing your visualization, you will want to choose the graph that best encapsulates what you are trying to say, in our case a** ‘stacked bar chart’ **will visualize the presence of themes over a longer period of time. We will create our visualization in the same tab as the table we have created. + +* To start our visualization, you need to select the range of your table. + + * First, you have to ensure that the years in your table are not included in the diagram as numbers. To do this, you select the years 2004-2017 in your column, select ‘Format’ then ‘Number’ and lastly ‘**Plain text**’. + + * Now drag your cursor over the entire **range** of your table, but leave out the ‘Totals’. Then click ‘Insert’ and ‘Chart’. + +* This chart will now be generated in your file. + + * Troubleshooting: Ensure you have selected the right range (e.g. not the Totals). + +* Now that our chart has been created, it is time to adjust the **design** to our liking. + + * We select our chart type and choose: ‘stacked bar chart’. + + * We delete the chart title + +* Lastly, we will want to adjust our colors. When you are working with more than one visualization, ensure that you use the same** color pattern** throughout. In our case, we choose not to use primary colors for aesthetic purposes. When selecting yours, think about other possible motivations for the use or avoidance of specific colors. How can we be inclusive in our decisions? + +* To add your colors, select ‘Customize’ again, and then choose ‘Series’. + + * Choose the color pattern for each topic, in our case we selected blue, green, yellow, and purple + + * We select ‘line opacity’ at 0% and ‘fill opacity’ at 100% + +* Lastly, we write down a caption in which we clearly mention the **N-Value**, in our case N=124. + Your chart should look something like the following: + +**![](https://lh7-us.googleusercontent.com/yN_0na3vZjQP59cNmuKQokd9sJsl9smoHO3JvQ9xY8neO13WG8LZoAyg6vuCtFxYqqdx235szK6EHzY2Bj1FPJvtsS8sAQRHXMuXGsAJ8J61MuSUepJXxUyVs8bme-_U6lN41_1kn8FRLS0T1vQxrpU "Chart")Figure 5: Stacked bar chart of the items’ themes between 2004-2017 (N=124).** + +### Step 6: Interpreting the results + +* Now that we have our visualization, we are provided with a clearer picture on the prevalence of the different themes over the years. We can now reflect on what this visualization actually shows us, and what it doesn’t. + +* We can see three clear peaks. One in 2006, a high peak in 2011, and another one at the end of our diagram in 2016. What could the reasons for this be? + +* Compare the peak of 2016 with the peak of 2006. This actually tells us something about the televisual production process. What difference do you see, and how can this be explained? What does this tell us about “making old news ‘new’”? + +* What does this tell us about absences in the data? Think again about the criteria used to select this data. Are there broadcasts missing? + +* Also reflect upon the type of visualization we have chosen. What does this type of visualization highlight and which information is perhaps obscured? + +* Now you have reached the end of the tutorial. You have learned how to create a data visualization based on multiple metadata fields, while also conducting data criticism. \ No newline at end of file