{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "55822295", "metadata": {}, "source": [ "![Finance Toolkit](https://github.com/JerBouma/FinanceToolkit/assets/46355364/198d47bd-e1b3-492d-acc4-5d9f02d1d009)\n", "\n", "**The FinanceToolkit** is an open-source toolkit in which all relevant financial ratios (100+), indicators and performance measurements are written down in the most simplistic way allowing for complete transparency of the calculation method. This allows you to not have to rely on metrics from other providers and, given a financial statement, allow for efficient manual calculations. This leads to one uniform method of calculation being applied that is available and understood by everyone." ] }, { "cell_type": "markdown", "id": "2937a8f2", "metadata": {}, "source": [ "# Installation\n", "To install the FinanceToolkit it simply requires the following:\n", "\n", "```\n", "pip install financetoolkit -U\n", "```\n", "\n", "From within Python use:\n", "\n", "```python\n", "from financetoolkit import Toolkit\n", "```\n", " \n", "To be able to get started, you need to obtain an API Key from FinancialModelingPrep. This is used to gain access to 30+ years of financial statement both annually and quarterly. Note that the Free plan is limited to 250 requests each day, 5 years of data and only features companies listed on US exchanges.\n", "\n", "___ \n", "\n", "
Obtain an API Key from FinancialModelingPrep here.
\n", "___\n", "\n", "Through the link you are able to subscribe for the free plan and also premium plans at a **15% discount**. This is an affiliate link and thus supports the project at the same time. I have chosen FinancialModelingPrep as a source as I find it to be the most transparent, reliable and at an affordable price. When you notice that data is inaccurate or have any other issue related to the data, note that I simply provide the means to access this data and I am not responsible for the accuracy of the data itself. For this, use their contact form or provide the data yourself. \n", "\n", "The current Notebook is revolved around the Economics class. If you are interested in the other modules, you can find the related Notebooks below. **Please view the documentation here to find all the available indicators.**\n", "\n", "\n", "\n", "
\n", " Toolkit\n", " Discovery\n", " Ratios\n", " Models\n", " Options\n", " Technicals\n", " Fixed income\n", " Risk\n", " Performance\n", " Economics\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "id": "11269a00", "metadata": {}, "outputs": [], "source": [ "from financetoolkit import Economics" ] }, { "attachments": {}, "cell_type": "markdown", "id": "a3f7fc24", "metadata": {}, "source": [ "The Economics module which includes a variety of key economic indicators. You can use the Economics class by importing it directly or after initialization of `Toolkit` by calling the `economics` class. In this example, the class is imported directly." ] }, { "cell_type": "code", "execution_count": 2, "id": "be5c369f", "metadata": {}, "outputs": [], "source": [ "economics = Economics(start_date=\"2015-01-01\")" ] }, { "cell_type": "markdown", "id": "e925d767", "metadata": {}, "source": [ "For example, it is possible to show the Consumer Confidence Index (CCI) and the Producer Price Index (PPI) over time for 60+ countries." ] }, { "cell_type": "code", "execution_count": 3, "id": "0306da9e-d0f9-413c-aa64-c019848db89c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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2015-03100.618099.777699.7218100.713798.105199.829299.6062100.523099.8419101.9677...102.1121101.000099.5509100.4005102.0184100.1768100.545999.9413102.4027101.0608
2015-04100.726899.761399.8351100.818898.011499.137899.6178100.568299.6859102.0907...102.0548101.411699.0745100.4670102.1910100.2013100.709399.8651102.3960101.0062
2015-05100.679699.730699.8178100.879997.913498.648999.5286100.795999.3073102.1982...101.9069101.627898.6212100.3898102.0865100.2551100.753099.8793102.2672100.9260
..................................................................
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116 rows × 49 columns

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" ], "text/plain": [ " A5M Australia Austria Belgium Brazil Chile China \\\n", "2015-01 99.9069 99.4035 99.5728 100.2037 98.9693 100.7247 99.2430 \n", "2015-02 100.3544 99.6770 99.5821 100.5416 98.4184 100.4826 99.5538 \n", "2015-03 100.6180 99.7776 99.7218 100.7137 98.1051 99.8292 99.6062 \n", "2015-04 100.7268 99.7613 99.8351 100.8188 98.0114 99.1378 99.6178 \n", "2015-05 100.6796 99.7306 99.8178 100.8799 97.9134 98.6489 99.5286 \n", "... ... ... ... ... ... ... ... \n", "2024-04 97.3675 98.0656 98.7699 99.7894 100.7182 96.9378 94.0522 \n", "2024-05 97.1659 98.0426 98.8480 99.9111 100.6574 96.8854 93.7667 \n", "2024-06 97.0254 98.0907 98.9278 100.0943 100.7319 96.9271 93.5654 \n", "2024-07 96.9198 98.1492 98.9477 100.1920 100.8917 96.7050 93.4216 \n", "2024-08 NaN 98.2503 99.0323 100.3270 101.0453 NaN NaN \n", "\n", " Colombia Costa Rica Czech Republic ... Slovakia Slovenia \\\n", "2015-01 101.7736 99.9042 102.0716 ... 101.7614 100.4395 \n", "2015-02 101.0862 99.8915 101.9239 ... 101.9955 100.6631 \n", "2015-03 100.5230 99.8419 101.9677 ... 102.1121 101.0000 \n", "2015-04 100.5682 99.6859 102.0907 ... 102.0548 101.4116 \n", "2015-05 100.7959 99.3073 102.1982 ... 101.9069 101.6278 \n", "... ... ... ... ... ... ... \n", "2024-04 97.5212 102.0232 100.2295 ... 101.2322 98.5529 \n", "2024-05 97.4475 101.4923 100.3474 ... 101.4337 98.8211 \n", "2024-06 97.5653 NaN 100.2980 ... 101.5624 99.0805 \n", "2024-07 97.8347 NaN 100.1191 ... 101.5873 99.2105 \n", "2024-08 NaN NaN 99.9795 ... 101.5408 99.3303 \n", "\n", " South Africa South Korea Spain Sweden Switzerland Turkey \\\n", "2015-01 100.1280 100.3108 101.0099 100.0964 100.3682 100.5026 \n", "2015-02 99.9006 100.3609 101.5843 100.1213 100.3988 100.2183 \n", "2015-03 99.5509 100.4005 102.0184 100.1768 100.5459 99.9413 \n", "2015-04 99.0745 100.4670 102.1910 100.2013 100.7093 99.8651 \n", "2015-05 98.6212 100.3898 102.0865 100.2551 100.7530 99.8793 \n", "... ... ... ... ... ... ... \n", "2024-04 98.1546 99.9530 99.3896 99.3756 96.6885 97.6054 \n", "2024-05 98.3088 99.9166 99.5472 99.7972 96.9121 97.4463 \n", "2024-06 98.4659 100.0310 99.6151 100.0921 97.1891 97.0393 \n", "2024-07 NaN 100.1550 99.5869 100.2558 97.5011 96.5904 \n", "2024-08 NaN 100.1475 99.4364 100.4116 97.8254 96.2822 \n", "\n", " United Kingdom United States \n", "2015-01 101.9486 101.1545 \n", "2015-02 102.2155 101.1571 \n", "2015-03 102.4027 101.0608 \n", "2015-04 102.3960 101.0062 \n", "2015-05 102.2672 100.9260 \n", "... ... ... \n", "2024-04 99.1257 98.8058 \n", "2024-05 99.5466 98.3388 \n", "2024-06 99.9870 98.0036 \n", "2024-07 100.4009 97.8282 \n", "2024-08 100.7519 97.7806 \n", "\n", "[116 rows x 49 columns]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cci = economics.get_consumer_confidence_index()\n", "\n", "display(cci)\n", "\n", "cci.loc[:, [\"United States\", \"South Africa\", \"China\", \"Spain\", \"Germany\"]].plot(\n", " title=\"Consumer Confidence Index (CCI) for USA, South Africa, China, Spain and Germany\",\n", " figsize=(15, 3),\n", " xlabel=\"Date\",\n", " ylabel=\"CPI (Base 100 = 2015)\",\n", " grid=True,\n", ")" ] }, { "cell_type": "markdown", "id": "542b5faf-efa7-48f0-8c00-a89ddb720f87", "metadata": {}, "source": [ "But also, the Long Term Interest Rates (LTIR) and the Short Term Interest Rates (STIR)" ] }, { "cell_type": "code", "execution_count": 4, "id": "aba7ce26-d35f-4bc3-8a69-52eda991d653", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "long_term_interest_rates = (\n", " economics.get_long_term_interest_rate(period=\"quarterly\") * 100\n", ")\n", "\n", "long_term_interest_rates.loc[\n", " :, [\"United States\", \"United Kingdom\", \"Japan\", \"Germany\", \"France\", \"Canada\"]\n", "].plot(\n", " figsize=(15, 5),\n", " title=\"Long Term Interest Rates\",\n", " grid=True,\n", " xlabel=\"Date\",\n", " ylabel=\"Interest Rate (%)\",\n", ")\n", "\n", "short_term_interest_rates = (\n", " economics.get_short_term_interest_rate(period=\"quarterly\") * 100\n", ")\n", "\n", "short_term_interest_rates.loc[\n", " :, [\"United States\", \"United Kingdom\", \"Japan\", \"Germany\", \"France\", \"Canada\"]\n", "].plot(\n", " figsize=(15, 5),\n", " title=\"Short Term Interest Rates\",\n", " grid=True,\n", " xlabel=\"Date\",\n", " ylabel=\"Interest Rate (%)\",\n", ")" ] }, { "cell_type": "markdown", "id": "61379421", "metadata": {}, "source": [ "It is also possible to see how a housing prices have changed over time in each country. This can reflect the economic situation of a country and policies in place by the government." ] }, { "cell_type": "code", "execution_count": 5, "id": "6df518d0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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AustraliaAustriaBelgiumBrazilBulgariaCanadaChileChinaColombiaCroatia...SlovakiaSloveniaSouth AfricaSouth KoreaSpainSwedenSwitzerlandTurkeyUnited KingdomUnited States
2015100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000...100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000100.0000
2016104.8446105.1797100.796592.3242105.2426109.0845102.8239109.8776103.0774102.0184...106.9119103.630699.3950100.2929104.4502107.2807101.8145106.7692105.6583104.5145
2017112.1958108.6338102.398890.0256109.3574120.4339108.5273122.4895106.1411105.0047...111.7375110.482799.172599.5477109.2462112.4682102.9525105.8945108.4799109.0228
2018108.7818112.8524103.420387.2313113.7827122.8673117.3976127.0654108.3883109.8439...117.3166117.807599.038299.5207114.9443108.7094104.780099.8783109.7420113.3595
2019102.4878117.5655105.799384.8474118.2791122.6793125.0414128.3162109.9562118.3661...124.6078124.066098.817098.5304119.6313109.1689108.891591.2173109.1387117.3719
2020106.6616124.9628109.399181.8410124.7011129.7021126.6900129.7462110.2729126.7650...133.4759130.370198.3639100.8826122.2324112.7499114.068399.0582111.5703125.2234
2021122.7863136.4052113.905773.8956127.5348144.6103135.6571133.5644109.3527132.9443...137.6935140.903898.5217107.0372123.8953121.4920121.6597112.3221118.0359140.1543
2022124.4794141.8097109.479767.4327125.3224152.5612130.4363132.2332103.7005137.2105...139.6026147.021095.2591104.6816124.8736118.0426127.6582155.4028119.7156149.7066
2023118.9331127.4048106.225164.8087128.3018144.0986131.4020131.7186102.5343142.2987...126.3703146.855591.027194.1689124.6446104.9650127.2650194.6252112.4491151.4623
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9 rows × 50 columns

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" ], "text/plain": [ " Australia Austria Belgium Brazil Bulgaria Canada Chile \\\n", "2015 100.0000 100.0000 100.0000 100.0000 100.0000 100.0000 100.0000 \n", "2016 104.8446 105.1797 100.7965 92.3242 105.2426 109.0845 102.8239 \n", "2017 112.1958 108.6338 102.3988 90.0256 109.3574 120.4339 108.5273 \n", "2018 108.7818 112.8524 103.4203 87.2313 113.7827 122.8673 117.3976 \n", "2019 102.4878 117.5655 105.7993 84.8474 118.2791 122.6793 125.0414 \n", "2020 106.6616 124.9628 109.3991 81.8410 124.7011 129.7021 126.6900 \n", "2021 122.7863 136.4052 113.9057 73.8956 127.5348 144.6103 135.6571 \n", "2022 124.4794 141.8097 109.4797 67.4327 125.3224 152.5612 130.4363 \n", "2023 118.9331 127.4048 106.2251 64.8087 128.3018 144.0986 131.4020 \n", "\n", " China Colombia Croatia ... Slovakia Slovenia South Africa \\\n", "2015 100.0000 100.0000 100.0000 ... 100.0000 100.0000 100.0000 \n", "2016 109.8776 103.0774 102.0184 ... 106.9119 103.6306 99.3950 \n", "2017 122.4895 106.1411 105.0047 ... 111.7375 110.4827 99.1725 \n", "2018 127.0654 108.3883 109.8439 ... 117.3166 117.8075 99.0382 \n", "2019 128.3162 109.9562 118.3661 ... 124.6078 124.0660 98.8170 \n", "2020 129.7462 110.2729 126.7650 ... 133.4759 130.3701 98.3639 \n", "2021 133.5644 109.3527 132.9443 ... 137.6935 140.9038 98.5217 \n", "2022 132.2332 103.7005 137.2105 ... 139.6026 147.0210 95.2591 \n", "2023 131.7186 102.5343 142.2987 ... 126.3703 146.8555 91.0271 \n", "\n", " South Korea Spain Sweden Switzerland Turkey United Kingdom \\\n", "2015 100.0000 100.0000 100.0000 100.0000 100.0000 100.0000 \n", "2016 100.2929 104.4502 107.2807 101.8145 106.7692 105.6583 \n", "2017 99.5477 109.2462 112.4682 102.9525 105.8945 108.4799 \n", "2018 99.5207 114.9443 108.7094 104.7800 99.8783 109.7420 \n", "2019 98.5304 119.6313 109.1689 108.8915 91.2173 109.1387 \n", "2020 100.8826 122.2324 112.7499 114.0683 99.0582 111.5703 \n", "2021 107.0372 123.8953 121.4920 121.6597 112.3221 118.0359 \n", "2022 104.6816 124.8736 118.0426 127.6582 155.4028 119.7156 \n", "2023 94.1689 124.6446 104.9650 127.2650 194.6252 112.4491 \n", "\n", " United States \n", "2015 100.0000 \n", "2016 104.5145 \n", "2017 109.0228 \n", "2018 113.3595 \n", "2019 117.3719 \n", "2020 125.2234 \n", "2021 140.1543 \n", "2022 149.7066 \n", "2023 151.4623 \n", "\n", "[9 rows x 50 columns]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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t1q9f73G+w4cPu4+VxM/PDz8/v2L7rVarfuNKhagPSUWpD0llUD+SilIfkopSH5LKoH4kFaU+JGequvuNV8M5wzC4++67+fzzz1mxYgUNGzb0ON6xY0esVitLly5l2LBhAGzdupXExES6dOkCQJcuXXj66adJTk4mOjoacA1dDQ0NpWXLlpVaq91ux+FwVNo5peaw2Wz4+PiQm5tbqX3EYrHg4+NTbfPcRURERERERKR6eTWcu+uuu/jggw/48ssvCQkJca8RFxYWRkBAAGFhYdx2222MHz+eyMhIQkNDufvuu+nSpQuXXHIJAJdffjktW7bklltuYfr06Rw6dIgnnniCu+66q8TRcWciPz+fpKSkap9zLOcOwzCIiYlh3759lR6kBQYGEhsbW6YnD4uIiIiIiIjIucWr4dyrr74KQM+ePT32z507l5EjRwIwY8YMzGYzw4YNIy8vj/79+/PKK6+421osFhYuXMidd95Jly5dCAoKYsSIETz55JOVUqPT6WT37t1YLBbi4uLw9fXVKCYpxul0kpWVRXBwMGazuVLOaRgG+fn5HDlyhN27d9O0adNKO7eIiIiIiIiInB28Pq31dPz9/Xn55Zd5+eWXS22TkJDA4sWLK7M0t/z8fJxOJ/Xr19eTXKVUTqeT/Px8/P39KzVAK3z09969e93nFxEREREREZGaQ8NwykgjlsRb1PdEREREREREai79rV9ERERERERERMRLFM6JiIiIiIiIiIh4icI5OStMnjyZ9u3bu7dHjhzJ0KFDvVaPiIiIiIiIiEh1UDhXw61ZswaLxcLgwYMr9bzz5s0jPDy8Us9Z1Isvvsi8efOq7PwiIiIiIiIiImcDhXM13Jw5c7j77rtZuXIlBw8erPbr5+fnn9HnwsLCqjT8ExERERERERE5GyicKyfDMMjOt3vlxzCMctWalZXFRx99xJ133sngwYM9RqKVNPLtiy++wGQyubd//fVXevXqRUhICKGhoXTs2JENGzawYsUKRo0aRXp6OiaTCZPJxOTJkwFo0KABTz31FLfeeiuhoaHcfvvtADz88MM0a9aMwMBAGjVqxIQJE7DZbKXWfvK01m+//Zbu3bsTHh5OVFQUQ4YMYefOneX6PkRERERERERETslhx7xqRrVe0qdar1YD5NgctJz4nVeu/deT/Qn0Lfsv2ccff0zz5s254IILuPnmm7nvvvt49NFHPQK4U7npppvo0KEDr776KhaLhc2bN2O1WunatSszZ85k4sSJbN26FYDg4GD35/7zn/8wceJEJk2a5N4XEhLCvHnziIuL4/fff2fs2LGEhITwr3/9q0y1HD9+nPHjx9O2bVuysrKYOHEiV111FZs3b8ZsVsYsIiIiIiIiIhWUtg8+G4tl++pqvazCuRpszpw53HzzzQAMGDCA9PR0fvzxR3r27FmmzycmJvLQQw/RvHlzAJo2beo+FhYWhslkIiYmptjnevfuzQMPPOCx74knnnC/b9CgAQ8++CDz588vczg3bNgwj+233nqL2rVr89dff9G6desynUNEREREREREpER/fQlf3Q256RjWICCz2i6tcK6cAqwW/nqyv9euXVZbt25l/fr1fP755wD4+Phw3XXXMWfOnDKHc+PHj2fMmDG8++679O3bl2uuuYbGjRuf9nMXXXRRsX0fffQRL730Ejt37iQrKwu73U5oaGiZ72f79u1MnDiRdevWcfToUZxOJ+AKEBXOiYiIiIiIiMgZyc+G7x6DjXNd23U7Yu/9PDx1YbWVoHCunEwmU7mmlnrLnDlzsNvtxMXFufcZhoGfnx+zZs3CbDYXW8Pu5DXgJk+ezI033siiRYv45ptvmDRpEvPnz+eqq6465bWDgoI8ttesWcNNN93ElClT6N+/P2FhYcyfP5/nn3++zPdzxRVXkJCQwBtvvEFcXBxOp5PWrVuf8QMnREREREREROQ8d/gv+GQ0HNkCmKD7fdDrcUjLqNYyzv6UScrNbrfzzjvv8Pzzz3P55Zd7HBs6dCgffvghCQkJZGZmcvz4cXeYtnnz5mLnatasGc2aNeP+++/nhhtuYO7cuVx11VX4+vricDjKVM/q1atJSEjg8ccfd+/bu3dvme8nJSWFrVu38sYbb3DppZcC8L///a/MnxcRERERERERcTMM2DAHvnsc7LkQXAeueg0a9/JKOQrnaqCFCxeSmprKbbfdRlhYmMexYcOGMWfOHL777jsCAwN57LHHuOeee1i3bp3H01xzcnJ46KGHGD58OA0bNmT//v38/PPP7rXfGjRoQFZWFkuXLqVdu3YEBgYSGBhYYj1NmzYlMTGR+fPn06lTJxYtWuSeblsWERERREVF8frrrxMbG0tiYiKPPPJI+b8YERERERERETm/ZR9zrS3390LXdtPLYeirEFTLayXpMZc10Jw5c+jbt2+xYA5c4dyGDRvYv38/7733HosXL6ZNmzZ8+OGHTJ482d3OYrGQkpLCrbfeSrNmzbj22msZOHAgU6ZMAaBr167ccccdXHfdddSuXZvp06eXWs8//vEP7r//fsaNG0f79u1ZvXo1EyZMKPP9mM1m5s+fz8aNG2ndujX3338/zz33XNm/EBERERERERGRPatgdndXMGe2Qv9n4IaPvBrMAZiMkxceOw9lZGQQFhbG0aNHiYqK8jiWm5vL7t27adiwIf7+/l6qUM52TqeTjIwMQkNDMZsrN/NWHzw/2Gw2Fi9ezKBBg7Bard4uR85R6kdSUepDUlHqQ1IZ1I+kotSHpBiHHVY+Byung+GEyMYw/C2Ia19i85SUFGrVqkV6enq5HmZ5pjStVUREREREREREaqb0/fDpWEhc7dpufxMMnA5+wd6tqwiFcyIiIiIiIiIiUvNs+Rq+HAe5aeAbAkNmQNtrvF1VMQrnRERERERERESk5rDluJ7EumGOazvuQhg+ByIbebeuUiicExERERERERGRmuHwX/DJaDiyxbXd7T7o9Tj4+Hq1rFNROCciIiIiIiIiIuc2w4ANb8F3j4E9F4Ki4erXoHFvb1d2WgrnRERERERERETk3JV9DL6+x7XGHECTvjB0NgTX9m5dZaRwTkREREREREREzk17V7uexpqxH8xW6DsZLvk/MJu9XVmZKZwTEREREREREZFzi9MBK/8DP/4bDKfrYQ/D34K4Dt6urNwUzomIiIiIiIiIyLkjfT98djvsXeXabncjDJoOfiHeresMnTtj/MTrGjRowMyZM71dhoiIiIiIiIicr7YshFe7uYI532C4+g246tVzNpgDhXM1kslkOuXP5MmTvV2iiIiIiIiIiEjZ2XJg0QPw0U2Qm+aavnrHT9D2Wm9XVmGa1loDJSUlud9/9NFHTJw4ka1bt7r3BQcHl+t8+fn5+Pr6Vlp9IiIiIiIiIiJllrwFPhkNyX+5trveA70ngE/NyCo0cq68DAPyj3vnxzDKVGJMTIz7JywsDJPJ5N6ePXs23bt392g/c+ZMGjRo4N4eOXIkQ4cO5emnnyYuLo4LLrigxOu8+eabhIeHs3TpUgD++OMPBg4cSHBwMHXq1OGWW27h6NGjALzzzjtERUWRl5fncY6hQ4dyyy23lPXbFxEREREREZHzhWHAhrnwei9XMBcUDTd/Bpc/VWOCOdDIufKzZcO0OO9c+7GD4BtULZdaunQpoaGhLFmypMTj06dPZ/r06Xz//fdcfPHFpKWl0bt3b8aMGcOMGTPIycnh4Ycf5tprr2XZsmVcc8013HPPPXz11Vdcc801ACQnJ7No0SK+//77arknERERERERETlH5KTCV/fAlq9c2437wFWzITjau3VVAYVzUqKgoCDefPPNEqezPvzww7z77rv8+OOPtGrVCoBZs2bRoUMHpk2b5m731ltvUb9+fbZt20azZs248cYbmTt3rjuce++994iPj6dnz57Vck8iIiIiIiIicg7YuwY+HQMZ+8Fshb6T4JK7wFwzJ4AqnCsva6BrBJu3rl1N2rRpU2Iw9/zzz3P8+HE2bNhAo0aN3Pt//fVXli9fXuJ6djt37qRZs2aMHTuWTp06ceDAAerWrcu8efMYOXIkJpOpSu9FRERERERERM4BTgf89DyseAYMJ0Q2gmFzoO6F3q6sSimcKy+TqdqmllYFs9mMcdLadTabrVi7oKCS7/HSSy9l0aJFfPzxxzzyyCPu/VlZWVxxxRU8++yzxT4TGxsLQIcOHWjXrh3vvPMOl19+OX/++SeLFi2qyO2IiIiIiIiISE2QfgA+ux32/s+13fZ6GPwf8Avxbl3VQOHceaZ27docOnQIwzDcI9Y2b95c5s9ffPHFjBs3jgEDBuDj48ODDz4IwIUXXsinn35KgwYN8PEpvVuNGTOGmTNncuDAAfr27Uv9+vUrdD8iIiIiIiIico77exF8eZdrnTnfYBj8PLS73ttVVZuaOVlXStWzZ0+OHDnC9OnT2blzJy+//DLffPNNuc7RtWtXFi9ezJQpU5g5cyYAd911F8eOHeOGG27g559/ZufOnXz33XeMGjUKh8Ph/uyNN97I/v37eeONNxg9enRl3pqIiIiIiIiInEtsubDoQZh/oyuYi+sA/1x5XgVzoHDuvNOiRQteeeUVXn75Zdq1a8f69evdo9/Ko3v37ixatIgnnniC//73v8TFxbFq1SocDgeXX345bdq04b777iM8PBxzkQUbw8LCGDZsGMHBwQwdOrQS70xEREREREREzhnJf8MbveHnN1zbXe+G0d9DVGPv1uUFmtZaw40cOZKRI0d67Lvjjju44447PPY99thj7vfz5s0r8Vx79uzx2O7RowdZWVnu7aZNm/LZZ5+dtqYDBw5w00034efnd9q2IiIiIiIiIlKDGAZsehu+eQTsORBUG66aDU36ersyr1E4J9UmNTWVFStWsGLFCl555RVvlyMiIiIiIiIi1SknFb6+F/760rXduDcMnQ0hdbxbl5cpnJNq06FDB1JTU3n22We54IILvF2OiIiIiIiIiFSXxHXw6W2Qvg/MPtBnEnQZB2atuKZwTqrNydNiRURERERERKSGczrgpxdgxTNgOCCiIQyfA3U7eruys4bCORERERERERERqXwZB+Gz22HPT67tNtfC4OfBP9S7dZ1lFM6JiIiIiIiIiEjl+nsxfPl/rnXmrEEw5AVod723qzorKZwTEREREREREZHKYcuFJRNg/euu7dh2MHwuRDX2bl1nMYVzIiIiIiIiIiJScUe2wiej4fAfru0u41wPfvDx9W5dZzmvPhJj5cqVXHHFFcTFxWEymfjiiy88jmdlZTFu3Djq1atHQEAALVu2ZPbs2R5tcnNzueuuu4iKiiI4OJhhw4Zx+PDharwLEREREREREZHzmGHAxrfhtctcwVxgLbjpE+j/tIK5MvBqOHf8+HHatWvHyy+/XOLx8ePH8+233/Lee++xZcsW7rvvPsaNG8dXX33lbnP//ffz9ddfs2DBAn788UcOHjzI1VdfXV23ICIiIiIiIiJy/spJg09Gwdf3gD0HGvWCO1dD037eruyc4dVwbuDAgUydOpWrrrqqxOOrV69mxIgR9OzZkwYNGnD77bfTrl071q9fD0B6ejpz5szhhRdeoHfv3nTs2JG5c+eyevVq1q5dW523UqM1aNCAmTNnVsm5SxoxKSIiIiIiIiLngMR1MPtS+PNzMPtAvyfh5s8gpI63KzunnNVrznXt2pWvvvqK0aNHExcXx4oVK9i2bRszZswAYOPGjdhsNvr27ev+TPPmzYmPj2fNmjVccsklJZ43Ly+PvLw893ZGRgYANpsNm83m0dZms2EYBk6nE6fTWdm3WGV69+5Nu3bt3N9VoXnz5jF+/HiOHTtW5nOtW7eOoKAg9/1bLBY+/fRThg4dWim1nuq7PXLkCJMmTWLx4sUcPnyYiIgI2rZty4QJE+jWrVuF6mnUqBH33nsv9957b0VvAcMw3K+V3U+cTieGYWCz2bBYLJV6bjl7FP7Zc/KfQSLloX4kFaU+JBWlPiSVQf1IKkp9qBo4HZhXv4h55bOYDAdGeAMcQ1/HqHshOByun3NYdfedszqc++9//8vtt99OvXr18PHxwWw288Ybb9CjRw8ADh06hK+vL+Hh4R6fq1OnDocOHSr1vM888wxTpkwptn/58uUEBgZ67PPx8SEmJoasrCzy8/MrflPVxG63k5+f7w4eC+Xm5mIYRrH9p+Ln54fdbvf4TE5OTrnOcSqnOtdVV12FzWbj5ZdfJiEhgSNHjvDjjz+yb9++CtfjdDrJzc2ttPsAyMzMrLRzFcrPzycnJ4eVK1dit9sr/fxydlmyZIm3S5AaQP1IKkp9SCpKfUgqg/qRVJT6UNXwzz/GhXtfo3bWFgD2RXTht/ojsf96CH5d7OXqKkd2dna1Xu+sD+fWrl3LV199RUJCAitXruSuu+4iLi7OY7RceT366KOMHz/evZ2RkUH9+vXp1asXUVFRHm1zc3PZt28fwcHB+Pv7YxgGOfacM752RQT4BGAymcrU1sfHB19fX0JDQz32+/v7YzKZ3PtHjRpFWloa3bt354UXXiA/P5/rrruOGTNmYLVaAc8RZo0aNQLg5ptvBiAhIYFdu3YB8OWXX/LUU0/x119/ERcXx6233spjjz2Gj4+rm23fvp2xY8eyfv16GjVq5B7VFxAQUKxOgLS0NNasWcOyZcu47LLL3Pt79erlfl9aPTt37uSBBx5g3bp1HD9+nBYtWvD000+7+03v3r3Zt28fjz32GI899hgAjoJk/3//+x+PP/44GzZsoFatWgwdOpRp06YRFBQEwKuvvsrMmTPZt28fYWFhdO/enY8//pjMzExCQkLK/GtUVrm5uQQEBNCjRw/8/f0r9dxy9rDZbCxZsoR+/fq5f++JlJf6kVSU+pBUlPqQVAb1I6ko9aGqY9r2LZaFT2LKOYZhDcIx4Fli2lxHTCX/PdjbUlJSqvV6Z204l5OTw2OPPcbnn3/O4MGDAWjbti2bN2/mP//5D3379iUmJob8/HzS0tI8Rs8dPnyYmJiYUs/t5+eHn59fsf1Wq7XYb1yHw4HJZMJsNmM2m8m2ZdNlfpfKuclyWnfjOgKtgadvWKCw7qIKtwtfTSYTK1asIC4ujuXLl7Njxw6uu+46OnTowNixY4ud6+effyY6Opq5c+cyYMAALBYLZrOZn376iZEjR/LSSy9x6aWXsnPnTm6//XZMJhOTJk3C6XQyfPhw6tSpw7p160hPT+e+++5z13JynQChoaEEBwfz1Vdf0bVr1xJ/zUqrJzs7m8GDBzNt2jT8/Px45513uPLKK9m6dSvx8fF89tlntGvXjttvv919n2azmZ07dzJo0CCmTp3KW2+9xZEjRxg3bhz33HMPc+fOZcOGDdx77728++67dO3alWPHjvHTTz+5A7mSvvOKMpvNmEymEvun1Dz6dZbKoH4kFaU+JBWlPiSVQf1IKkp9qBLZcuGHSbButms7pi2m4XPxqdXEu3VVkeruN159IMSpFK7/dnLQYbFY3Gt6dezYEavVytKlS93Ht27dSmJiIl26eCdAOxdFREQwa9YsmjdvzpAhQxg8eLDHd1pU7dq1AQgPDycmJsa9PWXKFB555BFGjBhBo0aN6NevH0899RSvvfYaAD/88AN///0377zzDu3ataNHjx5MmzbtlHX5+Pgwb9483n77bcLDw+nWrRuPPfYYv/3222nradeuHf/85z9p3bo1TZs25amnnqJx48buJ/1GRkZisVgICQkhJibGHeY+88wz3HTTTdx33300bdqUrl278tJLL/HOO++Qm5tLYmIiQUFBDBkyhISEBDp06MA999xzpl+9iIiIiIiIyNntyDZ4s++JYK7LOBjzA9TQYM4bvDpyLisrix07dri3d+/ezebNm4mMjCQ+Pp7LLruMhx56iICAABISEvjxxx955513eOGFFwAICwvjtttuY/z48URGRhIaGsrdd99Nly5dSn0YREUF+ASw7sZ1VXLusly7KrRq1crjQQOxsbH8/vvv5TrHr7/+yqpVq3j66afd+xwOB7m5uWRnZ7Nlyxbq169PXFyc+3hZAtRhw4YxePBgfvrpJ9auXcs333zD9OnTefPNNxk5cmSpn8vKymLy5MksWrSIpKQk7HY7OTk5JCYmnvY+fvvtN95//333vsKHPOzevZt+/fqRkJBAo0aNGDBgAAMGDOCqq67SdFMRERERERGpWQwDfnkXvnkYbNkQWAuGvgrNLvd2ZTWOV8O5DRs2eKwfVrgO3IgRI5g3bx7z58/n0Ucf5aabbuLYsWMkJCTw9NNPc8cdd7g/M2PGDMxmM8OGDSMvL4/+/fvzyiuvVFnNJpOpXFNLvSU0NJT09PRi+9PS0ggLC/PYd/JwTZPJVO4njmZlZTFlyhSuvvrqYscqGlz5+/vTr18/+vXrx4QJExgzZgyTJk06ZTj34IMPsmTJEv7zn//QpEkTAgICGD58+Gkf6pGVlcU///nPEkfDxcfH4+vry6ZNm1ixYgXff/89EydOZPLkyaxbt67Sp7OKiIiIiIiIeEVuOnx9H/z5mWu7UU+46jUIKX0JMTlzXg3nevbsiWEYpR6PiYlh7ty5pzyHv78/L7/8Mi+//HJll3dOu+CCC/j++++L7d+0aRPNmjWr0LmtVqv74QmFLrzwQrZu3UqTJiUPa23RogX79u0jKSmJ2NhYANauXXtG12/ZsiVffPHFKetZtWoVI0eO5KqrrgJcoduePXs82vj6+pZ4H3/99Vep9wGu6bZ9+/alb9++TJo0ifDwcJYtW1ahh5SIiIiIiIiInBX2/Qyfjoa0RDD7QO8noOu9oAEpVeasfSCEVMydd97JrFmzuOeeexgzZgx+fn4sWrSIDz/8kK+//rpC527QoAFLly6lW7du+Pn5ERERwcSJExkyZAjx8fEMHz4cs9nMr7/+yh9//MHUqVPp27cvzZo1Y8SIETz33HNkZGTw+OOPn/I6KSkpXHPNNYwePZq2bdsSEhLChg0bmD59OldeeeUp62natCmfffYZV1xxBSaTiQkTJhQbDdigQQNWrlzJ9ddfj5+fH7Vq1eLhhx/mkksuYdy4cYwZM4agoCD++usvlixZwqxZs1i4cCG7du2iR48eREREsHjxYpxOJxdccEGFvlMRERERERERr3I6YNVMWPY0GA4IT4Dhb0G9i7xdWY2n2LOGatSoEStXruTvv/+mb9++dO7cmY8//pgFCxYwYMCACp37+eefZ8mSJdSvX58OHToA0L9/fxYuXMj3339Pp06duOSSS5gxYwYJCQmA64mjn3/+OTk5OVx88cWMGTPGY326kgQHB9O5c2dmzJhBjx49aN26NRMmTGDs2LHMmjXrlPW88MILRERE0LVrV6644gr69+/PhRde6HH+J598kj179tC4cWP3gyTatm3Ljz/+yLZt27j00kvp0KEDEydOdK+VFx4ezmeffUbv3r1p0aIFs2fP5sMPP6RVq1YV+k5FREREREREvCYjCd4dCkufdAVzrYfDHT8pmKsmJuNU80rPExkZGYSFhXH06FGioqI8juXm5rJ7924aNmyoRf+lVE6nk4yMDEJDQyt97Tn1wfODzWZj8eLFDBo0SI97lzOmfiQVpT4kFaU+JJVB/UgqSn2onLZ+C1/cCTnHwBoEg56D9jeCyeTtyrwmJSWFWrVqkZ6eTmhoaJVfT9NaRURERERERETON/Y8WDIR1s12bce0dU1jrdXUu3WdhxTOiYiIiIiIiIicT45uh09GwaHfXduX/B/0nQw+fl4t63ylcE5ERERERERE5HxgGLD5fVj8ENiyITAKhr4Kzfp7u7LzmsI5EREREREREZGaLjcdFt4Pf3zq2m54GVz9OoTEeLcuUTgnIiIiIiIiIlKj7fsZPh0NaYlgskDvJ6DbfVDJDzSUM6NwTkRERERERESkJnI6YdVMWDYVDAeEx8Owt6B+J29XJkUonBMRERERERERqWkyD8Fnt8PuH13bra6GK2aCf5hXy5LiFM6JiIiIiIiIiNQk276HL+6A7BSwBsKg56D9TWAyebsyKYHCORERERERERGRmsCeBz9MhrWvuLZj2sDwuVCrqVfLklPTyn9yWg0aNGDmzJlVcm6TycQXX3xRoXP07NmT++67r1LqOZUVK1ZgMplIS0ur8muJiIiIiIiIlMvR7fBmnxPBXOc7YcxSBXPnAIVzNVRpgdW8efMIDw8v17l+/vlnbr/9dvd2ZQRqZTVy5EiGDh3qse+TTz7B39+f559/HoDPPvuMp556qlrqERERERERETmrGAb88j68dhkc+h0CIuGGj2Dgv8HHz9vVSRloWqucVu3atb1dgtubb77JXXfdxezZsxk1ahQAkZGRXq5KRERERERExAtyM2Dh/fDHJ67tBpfC1W9AaKx365Jy0ci5cjIMA2d2tld+DMOo9PspHJn2n//8h9jYWKKiorjrrruw2WzuNkWntTZo0ACAq666CpPJ5N4G+PLLL7nwwgvx9/enUaNGTJkyBbvd7j6+fft2evTogb+/Py1btmTJkiXlqnX69OncfffdzJ8/3x3MQfFRgg0aNGDatGmMHj2akJAQ4uPjef311z3OtXr1atq3b4+/vz8XXXQRX3zxBSaTic2bN7vbLF68mGbNmhEQEECvXr3Ys2dPsZo+/fRTWrVqRUBAAG3btuWFF17wON6gQQOmTp3KrbfeSnBwMAkJCXz11VccOXKEK6+8kuDgYNq2bcuGDRvK9V2IiIiIiIjIeW7/Bpjd3RXMmSzQZyLc+qWCuXOQRs6Vk5GTw9YLO3rl2hds2ogpMLDSz7t8+XJiY2NZvnw5O3bs4LrrrqN9+/aMHTu2WNuff/6Z6Oho5s6dy4ABA7BYLAD89NNP3Hrrrbz00ktceuml7Ny50z0VdtKkSTidTq6++mrq1KnDunXrSE9PL9c6cQ8//DCvvPIKCxcupE+fPqdt//zzz/PUU0/x2GOP8cknn3DnnXdy2WWXccEFF5CRkcEVV1zBoEGD+OCDD9i7d2+xWvbt28fVV1/NXXfdxe23386GDRt44IEHPNps3LiRa6+9lsmTJ3PNNdewbNkyHnzwQWrVqsXIkSPd7WbMmMG0adOYMGECM2bM4JZbbqFr166MHj2a5557jocffphbb72VP//8E5OenCMiIiIiIiKn4nTC6hdh2VRw2iEsHobPgfoXe7syOUMK54SIiAhmzZqFxWKhefPmDB48mKVLl5YYzhVOcQ0PDycmJsa9f8qUKTzyyCOMGDECgEaNGvHUU0/xr3/9i0mTJvHDDz/w999/89133xEXFwfAtGnTGDhw4Gnr++abb/jyyy9ZunQpvXv3LtM9DRo0iP/7v/8DXMHejBkzWL58ORdccAEffPABJpOJN954wz2K78CBAx73++qrr9K4cWP3unYXXHABv//+O88++6y7zQsvvECfPn2YMGECTqeTmJgYdu/ezXPPPecRzg0aNIh//vOfAEycOJFXX32VTp06cc0117jr69KlC4cPH/b4TkVEREREREQ8ZB6Cz/8Ju1a4tltdBUNmQkC4F4uSilI4V06mgAAu2LTRa9euCq1atXKPgAOIjY3l999/L9c5fv31V1atWsXTTz/t3udwOMjNzSU7O5stW7ZQv359dzAH0KVLlzKdu23bthw9epRJkyZx8cUXExwcXKbPFDKZTMTExJCcnAzA1q1badu2Lf7+/u42F1/s+S8MW7ZsoXPnzh77Tq53y5YtXHnllR77unbtyosvvojD4XB/p0VrqVOnDgBt2rQpti85OVnhnIiIiIiIiJRs+xL4/A7IPgrWQBj4LHS4BTQD65xXrnAuLS2Nzz//nJ9++om9e/eSnZ1N7dq16dChA/3796dr165VVedZw2QyVcnU0soWGhpKenp6sf1paWmEhYV57LNarR7bJpMJp9NZrutlZWUxZcoUrr766mLHioZgZ6Ju3bp88skn9OrViwEDBvDNN98QEhJyys9Uxj1VlqK1FE5bLWmft+oTERERERGRs5g9D36YAmtfdm3XaeOaxlr7Au/WJZWmTA+EOHjwIGPGjCE2NpapU6eSk5ND+/bt6dOnD/Xq1WP58uX069ePli1b8tFHH1V1zVIGF1xwAZs2bSq2f9OmTTRr1qxC57ZarTgcDo99F154IVu3bqVJkybFfsxmMy1atGDfvn0kJSW5P7N27doyXzMhIYEff/yRQ4cOMWDAADIzM8+4/sIpqnl5ee59P//8s0ebFi1asH79eo99J9fbokULVq1a5bFv9erVNGvWzGMkooiIiIiIiMgZOboD5vQ7Ecx1vgPG/KBgroYp08i5Dh06MGLECDZu3EjLli1LbJOTk8MXX3zBzJkz2bdvHw8++GClFirlc+eddzJr1izuuecexowZg5+fH4sWLeLDDz/k66+/rtC5GzRowNKlS+nWrRt+fn5EREQwceJEhgwZQnx8PMOHD8dsNvPrr7/yxx9/MHXqVPr27UuzZs0YMWIEzz33HBkZGTz++OPlum79+vVZsWIFvXr1on///nz77beEhoaWu/4bb7yRxx9/nNtvv51HHnmExMRE/vOf/wAnRrHdcccdPP/88zz00EOMGTOGjRs3Mm/ePI/zPPDAA3Tq1ImnnnqKa665huXLl/Pyyy/zyiuvlLsmERERERERETfDgF8/hEUPgu04BETC0FfggtOv2y7nnjKNnPvrr7+YPn16qcEcQEBAADfccANr1qxh1KhRlVagnJlGjRqxcuVK/v77b/r27Uvnzp35+OOPWbBgAQMGDKjQuZ9//nmWLFlC/fr16dChAwD9+/dn4cKFfP/993Tq1IlLLrmEGTNmkJCQAIDZbObzzz8nJyeHiy++mDFjxnisT1dW9erVY8WKFRw9epT+/fuTkZFR7nOEhoby9ddfs3nzZtq3b8/jjz/OxIkTgRNTcOPj4/n000/54osvaNeuHbNnz2batGke57nwwgv5+OOPmT9/Pm3btmXatGlMmTLF42EQIiIiIiIiIuWSmwGfjYUv7nQFcw0uhTtXKZirwUyGYRjeLsLbMjIyCAsL4+jRo0RFRXkcy83NZffu3TRs2LDCa6fJ2ev9999n1KhRpKenE3AGD95wOp1kZGQQGhqK2VymzLvM1AfPDzabjcWLFzNo0KBiayaKlJX6kVSU+pBUlPqQVAb1I6moc7oP7d8In46G1D1gskCvR6H7eDBr6aTqlJKSQq1atUhPTz+jGXvldcZPazUMgxUrVrBjxw5iY2Pp37//udfp5bz1zjvv0KhRI+rWrcuvv/7Kww8/zLXXXntGwZyIiIiIiIhIhTidsPolWPYUOO0QFg/D3oT4zt6uTKpBmcO5QYMG8eGHHxIWFsaxY8cYNGgQ69evp1atWqSkpNCsWTNWrlxJ7dq1q7JekUpx6NAhJk6cyKFDh4iNjeWaa645o2m2IiIiIiIiIhWSeRg+/yfsWu7abjkUrngRAsK9WZVUozLPv/v222/dT7d84oknyMzMZOfOnSQnJ7N3716CgoLc63aJnO3+9a9/sWfPHveU0RkzZhAYGOjtskREREREROR8sn0JvNrVFcz5BMAVL8E18xTMnWfOaFrrsmXLmD59Og0bNgRci/Q/++yzjB07tlKLExERERERERGpcez5sHQKrJnl2q7TGoa/BbUv8G5d4hXlCudMJhMAqampNG7c2ONYkyZNOHjwYOVVJiIiIiIiIiJS06TshE9GQ9Jm1/bFt0O/p8CqBwCer8oVzo0cORI/Pz9sNhu7d++mVatW7mOHDh0iPDy8susTEREREREREakZNn8Iix4A23EIiIArX4Hmg7xdlXhZmcO5ESNGuN9feeWVZGdnexz/9NNPad++faUVJiIiIiIiIiJSI+RmwOIH4bePXNsJ3WHYGxAa59265KxQ5nBu7ty5pzw+adIkLBZLhQsSEREREREREakxDmyET26D1N1gskDPR+HS8WBWhiIuZ/RAiJIEBQVV1qlERERERERERM5tTies+S8sfRKcdgirD8PehPhLvF2ZnGXMlXWiffv2MXr06Mo6nZwjJk+erOnMIiIiIiIiIkVlHob3h8GSia5gruWVcMdPCuakRJUWzh07doy33367sk4nleDIkSPceeedxMfH4+fnR0xMDP3792fVqlWVdo0HH3yQpUuXVtr5RERERERERM5pO36A2d1g5zLwCYArXoRr3nY9AEKkBGWe1vrVV1+d8viuXbsqXIxUrmHDhpGfn8/bb79No0aNOHz4MEuXLiUlJaXSrhEcHExwcHClnU9ERERERETknGTPh2VPwur/urajW8HwtyC6uXfrkrNemcO5oUOHYjKZMAyj1DYmk6lSijqbGYaBPd/plWv7+JrL/B2npaXx008/sWLFCi677DIAEhISuPjii91tTCYTr7zyCl999RUrVqwgNjaW6dOnM3z4cHebhx9+mM8//5z9+/cTExPDTTfdxMSJE7FarYBrWusXX3zB5s2bARg5ciRpaWl0796d559/nvz8fK6//npmzpzp/oyIiIiIiIhIjZKyEz4ZDUmbXdudxsLlT4E1wKtlybmhzOFcbGwsr7zyCldeeWWJxzdv3kzHjh0rrbCzlT3fyev3/uiVa9/+4mVY/cr2NJfCEW1ffPEFl1xyCX5+fiW2mzBhAv/+97958cUXeffdd7n++uv5/fffadGiBQAhISHMmzePuLg4fv/9d8aOHUtISAj/+te/Sr328uXLiY2NZfny5ezYsYPrrruO9u3bM3bs2PLftIiIiIiIiMjZ7NePYNF4yM9yTV298mVoPtjbVck5pMxrznXs2JGNGzeWevx0o+qkevn4+DBv3jzefvttwsPD6datG4899hi//fabR7trrrmGMWPG0KxZM5566ikuuugi/vvf/7qPP/HEE3Tt2pUGDRpwxRVX8OCDD/Lxxx+f8toRERHMmjWL5s2bM2TIEAYPHqx16URERERERKRmycuEz/4Jn9/uCuYSusMdqxTMSbmVeeTcQw89xPHjx0s93qRJE5YvX14pRZ3NfHzN3P7iZV67dnkMGzaMwYMH89NPP7F27Vq++eYbpk+fzptvvsnIkSMB6NKli8dnunTp4p6iCvDRRx/x0ksvsXPnTrKysrDb7YSGhp7yuq1atcJiOTHCLzY2lt9//71ctYuIiIiIiIictQ5sgk9vg2O7wGSGno/CpQ+AuWyz3USKKnM4d+mll57yeFBQkHtts5rMZDKVeWrp2cDf359+/frRr18/JkyYwJgxY5g0aZI7nDuVNWvWcNNNNzFlyhT69+9PWFgY8+fP5/nnnz/l505eW85kMuF0emedPhEREREREZFK43TC2pfhhyngtEFoPRj2JiR0Of1nRUpRvqFYReTl5ZGXl1eZtUg1aNmypccIyLVr13ocX7t2rXu9udWrV5OQkMDjjz/ORRddRNOmTdm7d2+11isiIiIiIiJyVshKhveHw/dPuIK5Fv+AO/+nYE4qrFzh3JIlSxg0aBAREREEBgYSGBhIREQEgwYN4ocffqiqGuUMpKSk0Lt3b9577z1+++03du/ezYIFC5g+fbrHQz0WLFjAW2+9xbZt25g0aRLr169n3LhxADRt2pTExETmz5/Pzp07eemll/j888+9dUsiIiIiIiIi3rFjKbzaDXYuBR9/GDITrn3H9QAIkQoqczj39ttvM2jQIMLCwpgxYwYLFy5k4cKFzJgxg/DwcAYNGsS7775brouvXLmSK664gri4OEwmE1988UWxNlu2bOEf//gHYWFhBAUF0alTJxITE93Hc3Nzueuuu4iKiiI4OJhhw4Zx+PDhctVREwUHB9O5c2dmzJhBjx49aN26NRMmTGDs2LHMmjXL3W7KlCnMnz+ftm3b8s477/Dhhx/SsmVLAP7xj39w//33M27cONq3b8/q1auZMGGCt25JREREREREpHrZ8+H7CfDe1XA8GaJbwu0r4KJRYDJ5uzqpIcq85tzTTz/NzJkzueuuu4odGzlyJN27d+fJJ5/klltuKfPFjx8/Trt27Rg9ejRXX311seM7d+6ke/fu3HbbbUyZMoXQ0FD+/PNP/P393W3uv/9+Fi1axIIFCwgLC2PcuHFcffXVrFq1qsx11ER+fn4888wzPPPMM6dsFxcXx/fff1/q8enTpzN9+nSPfffdd5/7/eTJk5k8ebJ7e968ecXOMXPmzLKULCIiIiIiInL2SNnpeujDwV9c253GwOVTwRrg3bqkxilzOJeYmEjfvn1LPd6nTx8eeOCBcl184MCBDBw4sNTjjz/+OIMGDfIIhxo3bux+n56ezpw5c/jggw/o3bs3AHPnzqVFixasXbuWSy65pFz1iIiIiIiIiIjw28ew8H7IzwL/cLhyFrS4wttVSQ1V5nCuVatWzJkzp9goqkJvvfWWezpkZXA6nSxatIh//etf9O/fn19++YWGDRvy6KOPMnToUAA2btyIzWbzCA2bN29OfHw8a9asKTWcO/lhFhkZGQDYbDZsNptHW5vNhmEYOJ3OGvnE0Zp6X9XNMAz3a2V/n06nE8MwsNlsWCznzpOCpXwK/+w5+c8gkfJQP5KKUh+SilIfksqgfiQVVaE+lJeJ5btHMP/+EQDO+pfgGPoahNYF9cnzRnX/+VPmcO75559nyJAhfPvtt/Tt25c6deoAcPjwYZYuXcquXbtYtGhRpRWWnJxMVlYW//73v5k6dSrPPvss3377LVdffTXLly/nsssu49ChQ/j6+hIeHu7x2Tp16nDo0KFSz/3MM88wZcqUYvuXL19OYGCgxz4fHx9iYmLIysoiPz+/Uu7tbJGamgqcCCel4jIzMyv9nPn5+eTk5LBy5Ursdnuln1/OLkuWLPF2CVIDqB9JRakPSUWpD0llUD+SiipvHwrL3s1Fe14hOO8wBib+jrmKbVH/gP/9CvxaNUXKWSk7O7tar1fmcK5nz5788ccfvPrqq6xdu9YdfsXExDBw4EDuuOMOGjRoUGmFFY4+uvLKK7n//vsB3A8lmD17NpdddtkZn/vRRx9l/Pjx7u2MjAzq169Pr169iIqK8mibm5vLvn37CA4O9ljrTqQowzDIzMwkJCQEUyUvCpqbm0tAQAA9evRQH6zBbDYbS5YsoV+/flitVm+XI+co9SOpKPUhqSj1IakM6kdSUeXuQ4YT8/rZmH+dislpwwiti+PK2TSJ70KTqi9XzkIpKSnVer0yh3MADRo04Nlnn62qWjzUqlULHx+fYlNlW7Rowf/+9z/AFQzm5+eTlpbmMXru8OHDxMTElHpuPz8//Pz8iu23Wq3FfuM6HA5MJhNmsxmzucwPt5XzTGGYXNhXKpPZbMZkMpXYP6Xm0a+zVAb1I6ko9SGpKPUhqQzqR1JRZepDWcnwxZ2w4wfXdvMhmP7xX3wCI6u+QDlrVfefPWdt2uTr60unTp3YunWrx/5t27aRkJAAQMeOHbFarSxdutR9fOvWrSQmJtKlS5dqrVdEREREREREziE7l8Gr3VzBnI8/DH4BrnsPFMxJNSvXyLlXXnmFzz77jMjISP75z3/Sp08f97GjR49y8cUXs2vXrjKfLysrix07dri3d+/ezebNm4mMjCQ+Pp6HHnqI6667jh49etCrVy++/fZbvv76a1asWAFAWFgYt912G+PHjycyMpLQ0FDuvvtuunTpoie1ioiIiIiIiEhx9nxYPhVWvejart0Chr8FdSrvIZci5VHmkXMvvfQSDz30EM2bN8fPz49BgwbxzDPPuI87HA727t1brotv2LCBDh060KFDBwDGjx9Phw4dmDhxIgBXXXUVs2fPZvr06bRp04Y333yTTz/9lO7du7vPMWPGDIYMGcKwYcPo0aMHMTExfPbZZ+WqQ0RERERERETOA8d2wdwBJ4K5i26D25crmBOvKvPIuddee4033niDG2+8EYA777yToUOHkpOTw5NPPnlGF+/ZsyeGYZyyzejRoxk9enSpx/39/Xn55Zd5+eWXz6gGERERERERETkP/LYAFt4P+ZngHwb/mAUt/+HtqkTKPnJu9+7ddO3a1b3dtWtXli1bxuuvv86jjz5aJcXJuWnevHkeD+iYPHky7du391o9IiIiIiIich7Ly4LP74TPxriCufgucMcqBXNy1ihzOFerVi327dvnsa9169YsW7aMuXPn8q9//avSi5OKGTlyJCaTyf0TFRXFgAED+O2336r0utdddx3btm2r0muIiIiIiIiInNbBzfBaD/j1AzCZ4bJHYMRCCK/v7cpE3MocznXv3r3EtdxatmzJ0qVL+eabbyq1MKkcAwYMICkpiaSkJJYuXYqPjw9Dhgwptb3NZqvwNQMCAoiOjq7weURERERERETOiGFgXvcqvNkXju2E0LquUK7Xo2Ap17MxRapcmcO5Rx55hLZt25Z4rFWrVixbtsz9IIeazDAMbLm5Xvk53fp8JfHz8yMmJoaYmBjat2/PI488wr59+zhy5Ah79uzBZDLx0Ucfcdlll+Hv78/7779PSkoKN9xwA3Xr1iUwMJA2bdrw4Ycfus9Z+LmTf3r27AkUn9YqIiIiIiIiUm2OH6Hzrhew/DABnDZoPgTu+B806ObtykRKVOa4uG3btqWGc+Ca4tq6detKKepsZs/L46URw71y7Xve/gSrv/8Zfz4rK4v33nuPJk2aEBUVxfHjxwFX8Pr888/ToUMH/P39yc3NpWPHjjz88MOEhoayaNEibrnlFho3bszFF19M/fr1SUpKcp/30KFD9O3blx49elT4HkVERERERETOWOI6fD6+hZiswxgWP0wDprmeyGoyebsykVJpLGcNt3DhQoKDgwE4fvw4sbGxLFy4ELP5xKDJ++67j6uvvtrjcw8++KD7/d133813333Hxx9/zMUXX4zFYiEmJgaA3Nxchg4dSpcuXZg8eXLV35CIiIiIiIhISTbMhcUPYXLayPSPw/+W+VjrtvN2VSKnpXCunHz8/Ljn7U+8du3y6tWrF6+++ioAqampvPLKKwwcOJD169e721x00UUen3E4HEybNo2PP/6YAwcOkJ+fT15eHoGBgcXOP3r0aDIzM1myZIlH4CciIiIiIiJSLex5sPgh2PQ2AM7m/+BH3yH0j27p5cJEykbhXDmZTKYKTS2tbkFBQTRp0sS9/eabbxIWFsYbb7zBmDFj3G2Keu6553jxxReZOXMmbdq0ISgoiPvuu4/8/HyPdlOnTuW7775j/fr1hISEVP3NiIiIiIiIiBSVkQQf3wL7fwZM0GcCjs5349BDK+UconDuPGMymTCbzeTk5JTaZtWqVVx55ZXcfPPNADidTrZt20bLlif+1eHTTz/lySef5JtvvqFx48ZVXreIiIiIiIiIh8R1rmAu6zD4h8GwOdC0H9hs3q5MpFwUztVweXl5HDp0CHBNa501axZZWVlcccUVpX6madOmfPLJJ6xevZqIiAheeOEFDh8+7A7n/vjjD2699VYefvhhWrVq5T6/r68vkZGRVX9TIiIiIiIicn7b8BYs/pfraazRLeG69yBKA0fk3HRGi4T93//9H0ePHi32Xs4+3377LbGxscTGxtK5c2d+/vlnFixYQM+ePUv9zBNPPMGFF15I//796dmzJzExMQwdOtR9fMOGDWRnZzN16lT3uWNjY4s9VEJERERERESkUtnz4Kt7YOH9rmCu5ZVw2xIFc3JOO6ORc++99x4PPvggtWrV8ngvZ5d58+Yxb968Uo83aNAAwzCK7Y+MjOSLL74o9XMjR45k5MiRZT4+efJkPclVREREREREKqbY+nITofv9YDJ5uzKRCjmjcK5ooFNSuCMiIiIiIiIiUmkS18LHtxZZX+4taNrX21WJVAqtOSciIiIiIiIiZyfDcK0v983DJ9aXu/59iGzk7cpEKo3CORERERERERE5+9jzYPGDsOkd13bLoXDly+AX7NWy5NxiGAZ5jjzyHHnkO/LJdeSS78h373Pvt+e636ccS6nWGhXOiYiIiIiIiMjZJeMgfHQLHNgAmKDvJOh2n9aXO0cZhoHdaSfXkVtySGY/dXjm0cbpCtJKDNhKOqczv9z1OnIcVfAtlE7hXBlpbT3xFvU9ERERERE5r+xd41pf7ngy+IfD8DnQROvLVQa7037q4OtU4dhJo8zKFI45T5zbwPt/tzWbzPhZ/Dx+fC2++Fv88bX4uvb5+OHMdrKFLdVW1xmFc6YiSbWphqfWVqsVgOzsbAICArxcjZyPsrOzgRN9UUREREREpEYyDNgwp2B9OTtEt4Lr36tx68s5Dac7zCoajBUNsso0guxUUzRLGZVmN+zevn2AYgGZOyTzKRKSnaqN+USQVmLAVvSnSBuruWx/r05JSeEVXqnib+EEPa31NCwWC+Hh4SQnJwMQGBhY4wNJKT+n00l+fj65ubmYzeZKOadhGGRnZ5OcnEx4eDgWi6VSzisiIiIiInLWseW61pf75V3XdqurXOvL+QZVyeUMw8DmtJUYYpUl6Dplm9OMMLM5bVVyT+VlNVvLFI6VNfgqaxur2apc5SRnFM5lZmaW+L6miomJAXAHdCInMwyDnJwcAgICKv0PmfDwcHcfFBERERERqXEyDsJHN8OBjWAyQ59J0O3eMq8vZxgGSceT2J66nW2p29h2bBvbsrax4PsF5DvzSw3PzgYWk6XkcMx8ZsHXqUadFW3rZ/HDbKqcgSVScVpzrgxMJhOxsbFER0djs50dCbecXWw2GytXrqRHjx6VOv3UarVqxJyIiIiIiNRcxdaXewua9Cm1eWZ+JttTt7uDuO1prvdZtqzijY+WvYzCYOvktcfKHI6ZTwRrJbUtDN5OPp+PWbGMKJwrF4vFoqBESmSxWLDb7fj7+2ttOBERERERkdMxDPj5Tfj2kSLry70PkQ0BsDlt7Enf4wri0gqCuNTtJB1PKvF0PiYfGoQ1oFlEMxqHNiZpexKdO3YmyDfotOuZaZqleJvCORERERERERGpPrZcWPwA/PIeBnC4xWC2dx7F9oPL2fbna2xP3c6u9F3YnSU/vKBOYB2aRTSjaURTmkY0pVlEMxqGNsRqcQ2UsNlsLN67mD71+2jwhJwTFM6JiIiIiIiISJU7bjvO9v2r2b5sItuPJ7Ettg7bA0PIyP0dfhxfrH2QNYgm4U3cQVyziGY0CW9CmF+YF6oXqToK50RERERERESk0tiddhIzEtmWtu3E2nCp2zmQdcDVwAcIC3G9d+ZjMVlICE04MRouvCnNIpsRFxSn6aZyXjijcC49PZ1Dhw4BrieZhoUptRYRERERERE5nxiGQUpuCtuObfNYF25n2k7ynfklfqa23U5Tkx/Nmv2DprEX0TS8KY3CG+Fn8avm6kXOHuUK5958801eeOEFtm7d6rH/ggsu4IEHHuC2226r1OJERERERERExPty7DnsTNvpDuAKX1PzUktsH+AT4JqSGtaIpgf+oOnu1TTNtxHRYihcOQt8g6r3BkTOYmUO55577jkmT57MPffcQ//+/alTpw4Ahw8f5vvvv+fee+8lNTWVBx98sMqKFREREREREZGq43A62J+13x2+FQZx+zL3YWAUa282mYkPiT/xcIZw19TUeiH1MGckwUc3w8FNYDJD38nQ9R7QVFURD2UO52bNmsXcuXO59tprPfa3aNGCnj170q5dOx566CGFcyIiIiIiIiLngGO5xzxGwW1P3c6OtB3kOnJLbB/pH3liTbiIZjSLaEaj8EYE+AQUb7x3NXx8Kxw/AgERMPwtaNy7iu9I5NxU5nAuOTmZNm3alHq8TZs2HD16tFKKEhEREREREZHKkefIY2faTs8gLm07R3NK/ju8n8WPxuGN3SFc4ai4WgG1Tn8xw4Cf34RvHwGnHeq0huvfh4gGlXtTIjVImcO5Tp068e9//5s5c+bg4+P5MYfDwbPPPkunTp0qvUAREREREREROT2n4eRA1oFiIdzejL04DWeJn6kfUp+m4QVTUguCuPiQeCxmS/kLsOXCovGw+X3Xduth8I//an05kdMo17TW/v37ExMTQ48ePTzWnFu5ciW+vr58//33VVaoiIiIiIiIiLik56V7PpwhbTs7UneQbc8usX2YX5grfCsyGq5JeBMCrYGVVND+gvXlfnGtL9fvSegyTuvLiZRBmcO5tm3bsm3bNt577z3Wrl3Lrl27AIiJiWHq1KnceOONhIaGVlmhIiIiIiIiIuebfEc+u9N3uwO4wkAuOTu5xPZWs9U9JbXoaLjaAbUxVVVQtmcVLBhRZH25udC4V9VcS6QGKnM4BxASEsKdd97JnXfeWVX1iIiIiIiIiJx3DMMg6XiSeyrqtmOuMG5P+h7shr3Ez8QFxbnDN/eU1NB4rGZrdRUN69+A7x4tWF+uDVz/ntaXEymncoVzAIcOHWLdunUcOnQIgNjYWC6++GJiYmIqvTgRERERERGRmiYzP9P9dNTC0XA7UneQacsssX2INcT9UIbCp6Q2CW9CsG9wNVdehC0XFt4Pv37g2m49vGB9uUqaJityHilzOHf8+HH++c9/Mn/+fEwmE5GRkQAcO3YMwzC44YYbeO211wgM1G9EEREREREREZvTxp70PR4h3PbU7SQdTyqxvY/JhwZhDTxGwzWLaEadwDpVNyX1TBRbX+4p6HKX1pcTOUNlDufuvfde1q9fz6JFi+jbty8Wi+vJLQ6Hg6VLl3L33Xdz77338sYbb1RZsSIiIiIiIiJnG8MwSM5Odq8LV/iQhl3pu7A7S56SWiewjjuEKwziGoY2xGqppimpZ2rP/+DjEZB9FAIi4Zq50Kint6sSOaeVOZz79NNPWbRoEV27dvXYb7FYuPzyy3nrrbcYMmSIwjkRERERERGpsbJt2R6j4AqDuIz8jBLbB1mDaBLe5EQQV/CghjC/sGquvIIMA9a/Dt895lpfLqYNXPc+RCR4uzKRc16Zwzmn04mvr2+px319fXE6nZVSlIiIiIiIiIg32Z12EjMTi4VwB7IOlNjeYrKQEJrgEcI1i2xGXFDc2TUl9UzYcgrWl/vQta315UQqVZnDuSFDhnD77bczZ84cOnTo4HHsl19+4c477+SKK66o9AJFREREREREqophGKTkprhDuMLXnWk7yXfml/iZ2gG1PZ6Q2jS8KY3CG+Fn8avm6qtB+n6YfxMkbdb6ciJVpMzh3KxZs7jxxhvp2LEjERERREdHA5CcnExaWhr9+/dn1qxZVVaoiIiIiIiISEXk2HPYmbbTI4TblrqN1LzUEtsH+ASUOCU1wj+imiv3kt0/wYKRRdaXmweNLvN2VSI1TpnDuYiICL755hv+/vtv1qxZw6FDhwCIiYmhS5cuNG/evMqKFBERERERESkrh9PB/qz9HiHc9rTtJGYkYmAUa282mYkPiT/xcIZwVxhXL6QeZpPZC3fgZYYB615zrS9nOLS+nEgVK3M4V6h58+YK4kREREREROSscCz3mMeacNtTt7MzfSc59pwS20f6R55YEy6iGc0imtEovBEBPgHVXPlZ6uT15dpcC1e8qPXlRKpQucO50qSmpvL1119z6623lvkzK1eu5LnnnmPjxo0kJSXx+eefM3To0BLb3nHHHbz22mvMmDGD++67z73/2LFj3H333Xz99deYzWaGDRvGiy++SHBwcAXvSERERERERM4WeY68YlNSt6dt52jO0RLb+1n8aBze2B3CFY6KqxVQq5orP4ek7YOPbi5YX84Clz8Fl/yf1pcTqWKVFs4lJiYyatSocoVzx48fp127dowePZqrr7661Haff/45a9euJS4urtixm266iaSkJJYsWYLNZmPUqFHcfvvtfPDBB2d0HyIiIiIiIuI9TsPJMccxVuxfwa6MXa4grmBKqsNwlPiZ+iH13evBFQZx8SHxWMyWaq7+HLb7J1gwArJTtL6cSDUrcziXkZFxyuOZmZnlvvjAgQMZOHDgKdscOHCAu+++m++++47Bgwd7HNuyZQvffvstP//8MxdddBEA//3vfxk0aBD/+c9/SgzzAPLy8sjLy3NvF96bzWbDZrOV+z5ECvuN+o+cKfUhqQzqR1JR6kNSUepDcqYOZB1gTdIa1iSt4efDP5Nly4KVxduF+YbRNLwpTcKbuF8bhzUm0Fp8yqXT4cTpcFZD9ec4w8D88+uYf5iIyXBg1GmD/Zp3IKw+nKO/l/VnkVRUdfedModz4eHhmE4xlNUwjFMePxNOp5NbbrmFhx56iFatWhU7vmbNGsLDw93BHEDfvn0xm82sW7eOq666qsTzPvPMM0yZMqXY/uXLlxMYqHn0cuaWLFni7RLkHKc+JJVB/UgqSn1IKkp9SE4nz8hjt303O2w72G7fToozxeO4BQvRlmjqmOtQx1KHGEsMdSx1CDGFYMo3QTKQDPsK/k/OjNmZT/vEudRPXQXAvoiu/BozCseq34HfvVtcJdCfRXKmsrOzq/V6ZQ7nQkJCePzxx+ncuXOJx7dv384///nPSisM4Nlnn8XHx4d77rmnxOOHDh0iOjraY5+Pjw+RkZHup8mW5NFHH2X8+PHu7YyMDOrXr0+vXr2IioqqnOLlvGKz2ViyZAn9+vXDarV6uxw5B6kPSWVQP5KKUh+SilIfktI4DSfbUre5R8dtProZu9PuPu5j8qFNrTZ0ie1Cp9qdSNyQyIDLB6gfVaX0/fh8cium1N8wTBacfacQ0+mfxNSA9eX0Z5FUVEpKyukbVaIyh3MXXnghAJddVvKc8/DwcAyj+COpz9TGjRt58cUX2bRpU6WPyPPz88PPz6/YfqvVqt+4UiHqQ1JR6kNSGdSPpKLUh6Si1IcEICUnhdUHV7t/juUe8zheN7gu3eK60bVuVzrHdCbY1/VQP5vNxgHTAfWjqrR7JSwY6VpfLjAK0zXzsDTsQU1boU99SM5UdfebModzN954Izk5JT+KGiAmJoZJkyZVSlEAP/30E8nJycTHx7v3ORwOHnjgAWbOnMmePXuIiYkhOTnZ43N2u51jx44RExNTabWIiIiIiIjIqdkcNjYf2cyqA6tYfXA1W45t8Tge4BNA55jOdK3blW5x3agfUr/SB2LIaRgGrH0Vvn8CDAfEtIXr34fw+NN/VkSqTJnDubFjx57yeJ06dSo1nLvlllvo27evx77+/ftzyy23MGrUKAC6dOlCWloaGzdupGPHjgAsW7YMp9NZ6vRbERERERERqTjDMEjMTHSHcesPrSfH7jmgo0VkC7rGdaVb3W60r90eq0WjmLzGlgNf3wu/feTabnsdXPEiWAO8W5eIlD2cqwpZWVns2LHDvb179242b95MZGQk8fHxxdZ/s1qtxMTEcMEFFwDQokULBgwYwNixY5k9ezY2m41x48Zx/fXXl/qkVhERERERETkzWflZrDu0jtUHVrPq4CoOZB3wOB7pH0nXuK50jetKl7gu1Aqo5aVKxUNaIsy/CQ79BiYL9H8aOt8BGrkoclbwaji3YcMGevXq5d4ufEjDiBEjmDdvXpnO8f777zNu3Dj69OmD2Wxm2LBhvPTSS1VRroiIiIiIyHnFaTjZkrKFVQdXserAKn478ht2o8iDHMw+XBh9oXt0XLOIZphNZi9WLMWctL4c18yDhj28XZWIFOHVcK5nz57leojEnj17iu2LjIzkgw8+qMSqREREREREzl9Hso+w+qBrZNzag2tJzUv1OJ4QmuAK4+K60SmmE4HWQC9VKqdkGLD2Ffh+gmt9udh2cN17Wl9O5Czk1XBOREREREREvCvPkcemw5vcgdz21O0ex4OsQXSO6Uy3ut3oGteVeiH1vFSplFl+tmt9ud8/dm23vR6umKn15UTOUgrnREREREREziOGYbA7Y7d73bgNhzaQ68h1HzdholVUK7rEdaFb3W60rd0Wq1kPcjhnpO6Fj24usr7cNOj8T60vJ3IWO6NwbufOncydO5edO3fy4osvEh0dzTfffEN8fDytWrWq7BpFRERERESkAjLyM1iXtM79ZNWk40kex2sH1HavG3dJ7CVE+Ed4qVKpkF0/utaXyzlWsL7c29DwUm9XJSKnUe5w7scff2TgwIF069aNlStX8vTTTxMdHc2vv/7KnDlz+OSTT6qiThERERERESkjh9PBHyl/sPrAalYfXM3vR3/HYTjcx33NvlxY50K6xXWja92uNA1vikkjq85dhgFrXoYlE8BwQmz7gvXl6nu7MhEpg3KHc4888ghTp05l/PjxhISEuPf37t2bWbNmVWpxIiIiIiIiUjaHjh9yrRt3YBVrk9aSkZ/hcbxRWCO6xnWla1xXLoq5iAAfrT9WI5y8vly7G2DIDK0vJ3IOKXc49/vvv5f4dNTo6GiOHj1aKUWJiIiIiIjIqeXac9l4eCOrDq5i9YHV7Ezf6XE8xDeES2IvcY2Oi+tKbHCslyqVKpO6Fz66CQ79rvXlRM5h5Q7nwsPDSUpKomHDhh77f/nlF+rWrVtphYmIiIiIiMgJhmGwI20Hqw+6pqpuPLyRPEee+7jZZKZ1rdbuMK51rdb4mPUMwBpr1wpYMKpgfblacO3b0KC7t6sSkTNQ7j+pr7/+eh5++GEWLFiAyWTC6XSyatUqHnzwQW699daqqFFEREREROS8lJabxtqkta7RcQdXk5yd7HG8TmAdutV1hXGXxF5CmF+YlyqVaqP15URqnHKHc9OmTeOuu+6ifv36OBwOWrZsicPh4MYbb+SJJ56oihpFRERERETOC3annd+P/u5+quofR//AwHAf97P4cVHMRe7RcY3CGulBDueT/Gz4+h74fYFru92NMOQFrS8nco4rdzjn6+vLG2+8wcSJE/n999/JysqiQ4cONG3atCrqExERERERqdEOZh10rxu3LmkdmbZMj+NNwpu4n6rasU5H/Cx+XqpUvCp1D3x084n15QY8AxffrvXlRGqAM16AoH79+u7Rc7///jupqalERERUZm0iIiIiIiI1TrYtmw2HN7hHx+3J2ONxPMwvjC6xXdxPVq0TVMc7hcrZY+dy+GQU5KRqfTmRGqjc4dx9991HmzZtuO2223A4HFx22WWsXr2awMBAFi5cSM+ePaugTBERERERkXOTYRhsS93mHh23KXkTNqfNfdxistC2dlu6xnWlW1w3Wka1xGK2eLFiOWsYBqyZBUsmutaXi+vgWl8urJ63KxORSlTucO6TTz7h5ptvBuDrr79m165d/P3337z77rs8/vjjrFq1qtKLFBEREREROZccyz3GmoNr3E9WPZpz1ON43eC67jDu4tiLCfEN8VKlctbKz4av7oY/PnFtt78JBr8AVn/v1iUila7c4dzRo0eJiYkBYPHixVx77bU0a9aM0aNH8+KLL1Z6gSIiIiIiImc7m9PGr8m/svrgalYdXMWWlC0eD3II8AmgU0wndyCXEJqgBzlI6VL3wPyb4fDvYPaB/s/AxWO1vpxIDVXucK5OnTr89ddfxMbG8u233/Lqq68CkJ2djcWiodciIiIiInJ+2Jexj1UHV7Hq4CrWJ60n257tcbx5ZHO6xHWhW1w3OkR3wNfi66VK5ZxSdH25oNpwzdvQoJu3qxKRKlTucG7UqFFce+21xMbGYjKZ6Nu3LwDr1q2jefPmlV6giIiIiIjI2eC47Tjrk9a71o47uJp9mfs8jkf6R7rDuC5xXagVUMtLlco5yTBg9X/hh0kF68tdCNe9q/XlRM4D5Q7nJk+eTOvWrdm3bx/XXHMNfn6ux3hbLBYeeeSRSi9QRERERETEG5yGky3HtrDm4BpWHVjF5uTN2A27+7iPyYf20e3pVrcbXeO60jyyOWaT2YsVyzkr/3jB+nKfura1vpzIeaXc4RzA8OHDi+0bMWJEhYsRERERERHxpqM5R13rxh1YxdqktRzLPeZxvH5IfY8HOQRZg7xUqdQYqXtg/k1w+A/X+nID/g2dxmh9OZHzyBmFc8ePH+fHH38kMTGR/Px8j2P33HNPpRQmIiIiIiJS1fId+fyS/ItrquqB1WxN3epxPNAnkM6xnd2BXP3Q+l6qVGqkncvgk9En1pe79h1I6OrtqkSkmpU7nPvll18YNGgQ2dnZHD9+nMjISI4ePUpgYCDR0dEK50RERERE5KxlGAZ7M/a61437+dDP5NhzPNq0jGpJtzjXVNV20e2wmq1eqlZqLMOA1S/BD5OLrC/3HoTV9XZlIuIF5Q7n7r//fq644gpmz55NWFgYa9euxWq1cvPNN3PvvfdWRY0iIiIiIiJnLDM/k3VJ61h1cBVrDq7hQNYBj+O1AmrRNa4rXeO60iWuC5H+kV6qVM4L+cfhy3Hw52eu7fY3w+Dntb6cyHms3OHc5s2bee211zCbzVgsFvLy8mjUqBHTp09nxIgRXH311VVRp4iIiIiISJk4nA7+SvnLPTrutyO/4TAc7uNWs5ULoy+ka13XVNVmEc0waX0vqQ7HdsNHN2t9ORHxUO5wzmq1Yja7nkAUHR1NYmIiLVq0ICwsjH379p3m0yIiIiIiIpXv8PHDrD64mtUHV7MmaQ3peekexxuENnA/VfWiOhcRaA30UqVy3tq5DBaMgtw0rS8nIh7KHc516NCBn3/+maZNm3LZZZcxceJEjh49yrvvvkvr1q2rokYREREREREPeY48Nh7eyOoDq1l1cBU70nZ4HA+xhrge5FDXNV21brDW8hIvMQxY9SIsneJaX65uR7j2Xa0vJyJu5Q7npk2bRmZmJgBPP/00t956K3feeSdNmzblrbfeqvQCRUREREREDMNgV/ouVh1wTVXdcHgDeY4893ETJlrXau16qmrdbrSp1QYfc7n/uiNSufKPw5d3wZ+fu7Y73AyDtL6ciHgq93+tLrroIvf76Ohovv3220otSEREREREBCA9L521SWtZfXA1qw6s4nD2YY/j0YHRrqeq1u1Kl9guhPmFealSkRIc2w3zb4LkP7W+nIicUoX/KSk/P5/8/HyCg4Mrox4RERERETlP2Z12/jj6hyuMO7iKP47+gdNwuo/7WfzoWKeja3RcXDcahzfWgxzk7LRjKXwyumB9ueiC9eW6eLsqETlLlSucmzt3Lps2beKSSy7hpptu4tFHH+WFF17AbrfTu3dv5s+fT1RUVFXVKiIiIiIiNUxSVpL7qaprk9aSmZ/pcbxxWGP3U1U71umIv4+mA8pZzDBg1UxY+mTB+nIXwXXvQmictysTkbNYmcO5p59+mqeffppu3brxwQcf8L///Y8vvviCJ598ErPZzEsvvcQTTzzBq6++WpX1ioiIiIjIOSzHnsOGQxvco+N2p+/2OB7qG8olsZe4n6waExTjpUpFyikvy7W+3F9fuLY73AKDnwcfP6+WJSJnvzKHc/PmzWPOnDnccMMNbNiwgc6dO/Pxxx8zbNgwAFq3bs0dd9xRZYWKiIiIiMi5xzAMtqdtdz9VddPhTeQ7893HzSYzbWu1dY+OaxXVCovZ4sWKRc7AsV0w/+aC9eWsMPBZuGi01pcTkTIpcziXmJhI9+7dAddDIXx8fGjdurX7eNu2bUlKSqr8CkVERERE5JySmpvKhn2u0XFrDq4hOSfZ43hsUKz7qaqdYzsT6hvqpUpFKsGOH+CT206sL3fduxB/iberEpFzSJnDOZvNhp/fieG4vr6+WK3WEyfy8cHhcFRudSIiIiIictbKd+SzP3M/ezP2kpiZyK60XazLXMeEzyZgYLjb+Vv8uSjmIveTVRuGNtSDHOTcp/XlRKSSlOuBEH/99ReHDh0CXMPT//77b7KysgA4evRo5VcnIiIiIiJeZXfaOZh10B3A7UnfQ2JmInsz9pJ0PMnjaapFNYtoRre4bnSJ68KFdS7Ez6J1t6QGOXl9uQtvhUH/qfHryxmGgWGA0+HE6TDcP4bTwFGwz3AaHsfcbZ1Ftkto4zqHUeQcThwOA6NoO2dJ5ztxTsPhOofD7uDYsQC+2vYrZrMZKJhhbAIwuWcbm0y4/qGg6H73pokiL5hMpuLnKKmtCUwFB1zbpsKPnGhb5L37mMf+E+coU1t3kUXaFqnbXQsnty3hmHvb83sq6fso1va030fJ+4teo7zfh8l84sZPvveT79Hj3k+6x5PbpqdlU53KFc716dMHwzjxL2BDhgwBXDdoGIb+9UtERERE5BzkNJwcOn7IFcBlJLInwxXAJWYksj9zP3bDXupnA30CSQhNICE0gXpB9Ujfnc6Y/mOI0+ghqamO7YL5N0HyX6715QZNh46j3IGEYRSES8UCqOLBlEeodcoAyjMMKy2kMkoKv8p8vhOh2KlqPnf4cCg1w9tFyDkqJ/94tV6vzOHc7t27T99IRERERETOSoZhcCTniDuA25ux1z0abl/mPvIceaV+1s/iR3xoPAkhCa7XgjAuITSBKP8o9z/S22w2Fh9YTO2A2tV1W1IDGIaBw+7EYXNitznJy8nHdtxEatJxzGaf4oGWo6RRWiWNxjJwOp3FAiinw+k6h/OkQOu0o7sMnLmZONMP4zTuwTBZcfhF4vzQB+O9lR7XOd8YBSOaDJMJwwROExi4Xp2AA6Pg1fXebhg4ALtxYr+rrWu78HPuH5OrffFjRpFrFD3m+WtQMB6rcJAWgb4WwgN8CPP3JSzASqi/T8Gr632ov5VgPwtmd+BaeKOukYOubdf7wksVDmQq3Ge4/l+x/e7PufcZhbtdbQ13M49rGJymbdFjp2zr+bkTdRa5jyL36NG26L2U8H14XLvoPRa5hnvA18nfY5Hvw11mGb47j7ZF77GEXwsAw1n8eyqprcNcrrFsFVbmqyUkJFRlHSIiIiIiUkGGYZCal+oRvhUGcHsz9pJjzyn1sz5mH+qH1C8xgIsOjMbsmjskNZDTaeCwnQjHHHaH69XmxGE3cNgKtosEaI6C7aLvHTYn9oLXE+cq/pmT2znsJU2NDmbByk3V/l2cngmIObFpd/+/0zKbTZgsJsyFP2YTZosZs6VgKp2lYD6dGffUR8PsCrsKgy6jlLDLATgMAzsGdgPsTgObUeTH6cTmNMh3GuQbTvIcBnlOJ3kOpzvoKi0gc+C6vsNkFAnLPMMzKmkSnZ+P2fVjtZx472PB3+p69bOe2OdqV+R9keMWk8GmX/8gql4jjmTZOJSRS3JGLocycsm1FdxVTj7kZENqKb9eJqgV7EedUH/qhBa+nvzen4hAq2YR1kApKSnc+2r1Xa9M4VxiYiLx8fFlPumBAweoW7fuGRclIiIiIiKly8jPcAdw7mmoGYnszdxLZn5mqZ8zm8zEBcWREJbgDuEahDYgPjSe2KBYfKp5pIC4AlWnwzhFmFUYjBUGaCeCMnebomGXvYR9Rc59ckjmsDnPupFeFh8TTsOJr5+1IMgyFwmzimx7hFwmTGbXfoulaAhmLvI5z0Cs8AeTyR1IOUyukMv1WjCyy55L3Na5RBxdhxkHSXW682eDm8nDB5vTFXTlO53kOQ3yHU536JXrMMhzOsi1O8m1u/bl2Z3k2Rzk2R2u93bXumpAWTO+ymMu+CnC1x18lRR+FQ/NCsMwf6vlFKFZ6Z8r+t7XYq60kMtmsxF25HcGDbjA40GWhmGQkWt3B3WHM/I4nJFb5Me1nZyZh8NpkJyZR3JmHr8fKP1avhYz0QWBXUyof6nvg/z056uUrky9o1OnTgwdOpQxY8bQqVOnEtukp6fz8ccf8+KLL3L77bdzzz33VGqhIiIiIiLnk2xbtnvEW9EALjEzkWO5x0752ZigGNeot5MCuHrB9bBarKf87PnGcBrFgq0SR4bZnNjtjiKjyZzYbY5S2pVwvtLObXe6p1udDcxmE2arGR8fMxar68fHasbiU/Ba+ONTfF9Jn7Gc9FnXfsuJ90Xa+fiYMfuYOJh6nIXfLeWirt1xYCLPVhBqFQZaNqdHuOUKu4q0cW87XG0L2ueW8jn7KcLJBNMhXrPOoLl5H/m+FibZR/LhoR5wKLFKvn9fi7lYuOV7unCrDGFYWUae+RYEmTWZyWQiLMBKWICVpnVCSm3ndBqkHM/3CO0KR98dzsjlUEYeyRm5pBzPJ9/hZH9qDvtTSx+ZDBDs50N0qB8xBSPuir4vHJEXHeKPr49GKZ+PyhTO/fXXXzz99NP069cPf39/OnbsSFxcHP7+/qSmpvLXX3/x559/cuGFFzJ9+nQGDRpU1XWLiIiIiJzz8hx57MvYx97Mk9aBy0gkOSf5lJ+tFVDLPe00PuTENNT6IfXx9/GvpjuoGMMwik+pLAyyTg68Spsi6dHOUeq0ypNHjRW+P9sWuLf4lBB2+ZiLhVnFQrFSgrGSAjDLSUHZiTauUWXVze5wsikxjaVbDrP072R2JGcBPvDr2mqvxcdscodbl5k286R9BiEc55gpghciJ7A/qDV9z3SE2CmmYRbuq+nh2LnCbDZRO8SP2iF+tK4bVmq7fLuT5ExXeFd0NN6J97kkZ+SRmWcnK89O1hE7u46c+kEDUUG+RBeEda7RdyfeF4Z6tYL81FdqmDKFc1FRUbzwwgs8/fTTLFq0iP/973/s3buXnJwcatWqxU033UT//v1p3bp1VdcrIiIiInJOsTltHMg84B4FVzSASzqehHGKYVPhfuElBnDxofEEWYOqvHaHzYktz0F+nh1brgNbXsFPrgNbnt11rMj+vGwbKXv8+f7AXzgd4CgYaXaq9caMsygbM5koYRSYpdRRYKWOFjtdmFZaO4sZ03nyF+70HBs/bjvCsi2HWbHtCGnZNvcxswkCLAbBgf6nny55UsBV3rXJih73tZjxsZhdK8P/9DwsexowoF4nIq99l6mhsd77wuSs5Otjpl5EIPUiAk/ZLivvxFTa5IKpsyW9z3c4STmeT8rxfLYklX4+n4LwMDrUn5iT1sAruiZeqL+P1sM7R5Rr0nNAQADDhw9n+PDhVVWPiIiIiMg5x+F0kHQ8yb3uW9EA7kDWARyGo9TPBluDPR7AEB9yYhpqmF/pIzZO5nQ4seU7seXa3WGZOzgraV+p+08EcWc2qszKnqSUM/gcmH1MJY8W8wixLJ5hV6ntioRiZRhV5mM1e2XU2Plk99HjrtFxW5L5ec8xj+mk4YFWel0QTe/m0XRtGM7/li9h0KDLPNYLqxZ5WfDFnbDlK9d2x5EwcDr4+FVvHVKjBPv5EFw7mEa1g0ttYxgGadk2jxF3h05aC+9wRi5Hs/KwOw2S0nNJSs/l11Nc199q9gzuQvyICSsYjVfwvk6oKwQX79KKhCIiIiIiZWAYBoezD58I4NL3uqej7svch81pK/WzAT4BriehFk49DY4nPiCBGN84ggjBnlcwQi3Xji3Vge2Qgz25GdjyUj1CtPwSRq4VBmsOW0lPvKwcFqsZq58FX38LVr+CH38f93tfPwtWfwtmHxPbd26lTbvW+PpZSx1hdnK4VhiYnS+jxs4XdoeTDXtT3dNVT57O1yQ6mD4tounbog4d6oe7Rq3hWszfK1J2wvyb4MgWMFth0HNw0Sjv1CLnHZPJRESQLxFBvrSIDS21nd3h5GhWfrEHWZwc6qXn2Mi1Odmbks3elOxTXjvU38cd1EWH+BMTVnw0Xu1gP/fvUal8CudERERERAoYhkFKbkqx9d/2pe3nUNoRHPlOrA4/rE4/16vDH6sjimbOOPydgURZahNuiSLUFE4QwfgbgVgdfmAzFwnVHCTlO0gy0oC0Sr8Hs9mE1b+EAK20YK0M+8s6osxms3Fo8R+07B5b/SOe5KyQnm1jxbZklm5JZsXWZDJyTzyC1MdsonOjSPo0r0OfFtEkRFX91Owy274EPr0NctMhOAauexfqX+ztqkSK8bGYiQnzJybs1GuL5tocJ42+Kz4K71BGLrk2Jxm5djJys9h2OKvU85lMUCvYz3MtvIIg78R7fyICrZpKewa8Gs6tXLmS5557jo0bN5KUlMTnn3/O0KFDAdd/2J944gkWL17Mrl27CAsLo2/fvvz73/8mLi7OfY5jx45x99138/XXX2M2mxk2bBgvvvgiwcGlDxcVERERkZrL4XCeWB+t4PXkNdMyj2dxNOMYqZkZZBzPIjs7h9zcfGy5Dsx2K1anb0H41oSGjlY0pvxTfvKAPBzAKUYsmCgy8synSEhWZESan8+JsM0dmvl4tHPtd+0z+5j0FyOpNoZhsKvIdNUNe1NxFJmuGhFopVfzaPo0r8OlzWoR6n+Whbbu9eWm4lpf7mK49h3Q+nJyjvO3WoiPCiQ+qvT18AzDIDPPzuH0E6HdiafSnnhCbXKmayrtkcw8jmTm8ceBjFLP6WsxU9s9ZdavYCRewVp4If7UKRihF+ynsWJFefXbOH78OO3atWP06NFcffXVHseys7PZtGkTEyZMoF27dqSmpnLvvffyj3/8gw0bNrjb3XTTTSQlJbFkyRJsNhujRo3i9ttv54MPPqju2xERERGRcjKcxon1zwqndRYJ1Tz2lWF/fp4dp70866RZMRFBEBGUZQyPj6/ZY4SZ70kBWckjz06Eayfv87GaFaTJOcfmcPLznmMs3ZLM0i2H2XPSlLlmdYLp06IOfVtE075+BJazdbpyXmbB+nJfu7Y7joKBz2p9OTlvmEwmQv2thPpbaVonpNR2TqdByvH8EkffFd1OOZ5PvsPJgbQcDqTlnPLaQb4WV1AXUhDchZ0YfVcY6kWH+uHnc36sh+fVcG7gwIEMHDiwxGNhYWEsWbLEY9+sWbO4+OKLSUxMJD4+ni1btvDtt9/y888/c9FFFwHw3//+l0GDBvGf//zHY4RdUXl5eeTl5bm3MzJcqa/NZvPe+gZyTivsN+o/cqbUh6QyqB9JRZ2uDxmGgcPmJD/Xgb1IoFb8p2DkWv6J0MxesF7ayZ+z51fdOmkOk518Sy52Sx42c37Be9erzZyHj5+ZwAB/QgKDCAsOJSoknOiwWkSH1SIwwN9zFJuvBR8/C+ZKDRlcTy2tSfTnUM2Vmp3Pym1HWb71KCt3HCWzyHRVq8VE54aR9LqgNr0uqEX9Ik+udDrsOEt/HkqJqqUfHduJz4JbMR3dimG24hjwLEaHW8EA1H/PefqzqPKF+5sJ9w/kgujSR+Ll250czcpzhXWZeSRn5rnXwUvOzONQwWtWnp3j+Q52HTlebC3Kk0UEWqkT4loDLzrUj+gQv4Lwzs8d7EUG+Vb6PwJUd98xGUb5Hl7+9ttvU6tWLQYPHgzAv/71L15//XVatmzJhx9+SEJCwpkVYjJ5TGstyQ8//MDll19OWloaoaGhvPXWWzzwwAOkpqa629jtdvz9/VmwYAFXXXVVieeZPHkyU6ZMKbb/gw8+IDDw1I9AFhERETmXGQYYdnDkmXDmmwteTTjyXa9OmwnDbsLpAMNuwnCYcNoL3wNU1QgYA5MPmH0MTJaC9wWvWJzkW3LJNWeTbc4iy5xOhjmdNNMxMsyp2Cz52My52Cx52ArCN7s5H6fZQZApiChzFFGWKKLMUdQy13K/9zX5VtG9iJz7DAMO58CfqSb+SDWzOxOMIr//g30MWkYYtIowaB5u4H8ODW6JTv+Vi/a+itWRTa5POOsb3U1qUFNvl1XzOZ2YHA5MNhsmux2T3Y7ZZsfksGOy2THZT9pfuG0r2HfStsluw2SzY7Z7brva2nH6+WGLjCQ/KhJbZCS2qChskZHYw8LArAcbeFOeA9LzIT3fVPAK6TYTGfmQlu96Tc8Hu1G2/81hxiDEF8J9IdRqEOYLYb6FryfeB1hca+eVRXZ2NjfeeCPp6emEhpb+gI7KUu6Rc9OmTePVV18FYM2aNbz88svMmDGDhQsXcv/99/PZZ59VepEAubm5PPzww9xwww3uL+bQoUNER0d7tPPx8SEyMpJDhw6Veq5HH32U8ePHu7czMjKoX78+vXr1Iioqqkrql5rNZrOxZMkS+vXrp8WP5YyoD0llUD86fzlsTnKybORm2cjOyCc3y0ZOpo2crHxyMmzkZNnIyTyx3+ko17/NlsjqZ8HHz4yvnw8+fuYTo8xOWjPN6nvivU/BNFCfgumdPr4WrH5mrP4+GGYHh7IPkZjpevLp3sy97vcHjx/EaZQ+wizEGkJ8SDzxoa1cr0V+QnxLn6YjlU9/Dp3b8u1Oft6byvKtR1i29Qj7Uj2npTWvE+waHde8Nm3rhlXZdNUq60eGgXnVDMy/vIAJA2e9i7Fc/RZdQmIq7xpnMcPpxMjPx8jLx8jPw8jLK9jOw1nCvhPt8nEWHiuyz/2al4ez8DMlHDPy83Hm5XllRKL//v3Fd/r4YK1bF2u9eljr18en4NVaz7XPrAE7ZwXDMEjLsZFcMArvcEaRkXjuUXl5HM3Kw2mcCPlO9Y+I/lYz0SGeo+6KjsarE+JPdIgfAb4WUlJSqu1e4QzCuX379tGkSRMAvvjiC4YNG8btt99Ot27d6NmzZ2XXB7j+cL722msxDMMdDFaEn58ffn7F1xGwWq36HxFSIepDUlHqQ1IZ1I/OfYZhkJdtJyczn5xMV+Dmel+wXeR9TmY+edn205/0JL4BPgSEWAkM8SUg1JeAEF/8Ai3s3LuNdh3a4B/o6/GQgZMDN9MZ/KXcaTg5fPwwezN3kZiRyJ7kPe6nou7P2o/dWfp9BPgEkBCaQHxIPAmhCR4/4X7hWrftLKM/h84dx47ns/zvZJb9nczKbUfIzDvx+9DXYqZL4yj6tIimd/No6kVUb2hRqf3o5PXlLhqNecCzmH2qbwSt4XCUGIY5PUIvz233+4Lgy5mXh5FvKwjK8gpCs/wi2/mlHjPOpimeJhMmf3/Mvr6Y/PwKfnwx+/qVsu2Lyddz2+znh+nk7YJ9TrOZ9SuW0za6Ds6DB8nftw/bvn3kHzgANhu2vXux7d1bYmmWWrXwrV8fa/16+NaPd73Gx2OtVw+f2rX135tqFO3rS3RYEK1P0cbucJJyPJ9D6QXr32XmFTzgosj7zFzSsm3k2pwkHssh8dip18ML9fch0lr+/21VEeUO54KDg0lJSSE+Pp7vv//ePQLN39+fnJxT3+CZKAzm9u7dy7JlyzyGE8bExJCcnOzR3m63c+zYMWJizo9//RAREZFzg2t0W5FwLSO/IGRzBWwnb5d3dJvZbCIgxOoO2gJDfF3bIb4EFuxzb4f4YrEWn9Jjs9lIXvwnzbvEnPFfiA3D4GjOUfZmuEa+7ck4EcDty9xHniOv1M/6mn2JD3WNeEsISyAhJIH40HgahDagVkAt/YVIpBIYhsG2w1ks/dv1dNVNiakUXeioVrAfvZvXpk+LOnRvUougmvBExZSdMP9GjMN/Y5h8MXo/hbP51RhJh88sHPPYLj0M8wzK8s+utezM5hPhmDsgO3U4VmIY5ls8GDt52+xXJIAr2MbHp0r/TLfZbBw/kkzEoEEe/z0zHA7shw+Tn7gP2/59nq/79uFIT8dx9Cg5R4+S88svxc5r8vfHt349rPXji71a69XF7KvlEqqbj8VMnVDXE2BPJdfmKBiF5wruDqW7RuAVhnqF73NsDjJy7aSln+JJ61Wg3H/S9uvXjzFjxtChQwe2bdvGoEGDAPjzzz9p0KBBpRZXGMxt376d5cuXF5ty2qVLF9LS0ti4cSMdO3YEYNmyZTidTjp37lyptYiIiIgUdfLotpzM/CIj3KpudJt7O8SXwFBrwT5f/AKr9i86RRmGQVpe2okALn0PiZmJ7hAu2176/6D1MflQL6Qe8aEFI+CKBHB1gupgNmkdIJHKlmd3sG7XMZb9ncwPWw6z/6Tpqi1jQ+nTIpo+LerQtm5YJT/4pGwMw8CRlobtwEFyDxwg5JdfyMjNxWS3Vywoy87EyM5yPZTCKHhg4EcvAi9W+z16KBqOFQRXZj9fz/CrsoMyP78T1/OpAaHrGTBZLFjj4rDGxQHFMwNHRsaJUXb79mFL3Ef+fterLSkJIzeXvO07yNu+o4STm/CJicG3Xj2s8fULRt+deLWEa5S3N/lbLcRHBRIfVfoIYMMwyMyzk5yRy9bEQwyZWX31lft35Msvv8wTTzzBvn37+PTTT92B2caNG7nhhhvKda6srCx27DjRqXfv3s3mzZuJjIwkNjaW4cOHs2nTJhYuXIjD4XCvIxcZGYmvry8tWrRgwIABjB07ltmzZ2Oz2Rg3bhzXX399qU9qFRERESnNuTC6rTpl5me6A7e9GXtd68AVbGfkZ5T6ObPJTGxQrMfU08LpqHHBcfiYz8+/FIpUp6NZeSz/O5mlW5L5afsRjuefeGSqr4+Zbo2j6NOiDr2bRxMXHlDl9Rh2O/bkZGwHDxb5STrxPikJo8hMrFggufTTlVMJgYiPzymnVBYLys4kDLP6Khw7x1hCQwlo1YqAVq2KHTPy87ElJZU66s6ZnY09KQl7UhL8/HOxz5uDg12hXb36+MbXx1r4Wr8+1thY9YmzgMlkItTfSqi/lQhLfrVeu9y/+uHh4cyaNavY/pKefno6GzZsoFevXu7twimyI0aMYPLkyXz11VcAtG/f3uNzy5cvd69v9/777zNu3Dj69OmD2Wxm2LBhvPTSS+WuRURERGqe041uy8n0DNtq0ui20hiGQZYti7S8NNLz0knLS3O/T8lOYUP2Bj5Z8gmJmYkcyz12ynPVCazjCt4KRr4VBnD1Qurha9HUHpHqZBgGfx/KdI+O27wvzWO6au0QP/o0d42O69YkikDfyg0CnNnZ2JKSSgjdXK/2w8ngcJz2PJbatfCJieFYbh6168Zh8Q/wDMp8fU8fjpkdmNa+hGn/KtdTn9sNx9TvCUyBwQWf81UQIuVm8vXFNyEB34SEYscMw8Bx7Jh7xN3Jo+7syck4s7LI+2sLeX9tKX5yHx+scXGljLqLxxIcVA13KN50Rn8i/fTTT7z22mvs2rWLBQsWULduXd59910aNmxI9+7dy3yenj17Yhil/4vzqY4VioyM5IMPPijzNUVEROTc5rA7i00ddQVu59/oNpvTRnpeerGQzeN9bpp7Oy0vjYy8DOzGaULIIyfeRvlHuQO4oqPg4kPjCfCp+tE2IlK6XJuDtbtSWLrF9UCHA2me01Vb1w2ld/M69G0RTeu4M5+uWnTKqe3gAVfYVhjEHXCNenOkpp7+RFYr1thY10/B1ELXj2vbJzYWs68vNpuN3xcvpt1J64WVydEdMP9GyN4KtX1h8Atw4a1ndN8iZWUymfCJisInKoqAkwYXAThzc7Ht319kyux+bImJ5O/fj23fPteovMREbImJsLr4+S0REe5Rdx6j7+rXxyc6GpNZS0Kc68odzn366afccsst3HTTTWzatIm8PNeivunp6UybNo3FixdXepEiIiJSc2l0m+s7yLHneIRo7pAtt4R9Be+zbFlnfE1/iz9hfmGE+4UT7hdOmF8YodZQUven0vfCvjSMbEhCSALBvsGVeKciUlFHMl3TVX/Ycpj/7ThKdpHpqn4+Zro3qeWerhoTduoF0gsZdjv2w4eLjHw7EbqVNOW0NObg4GKBW+GPT2wcPrVrVW2IsPVb+Gws5GVASCxc+y7U71R11xMpI7O/P35NmuDXpEmxY4bTif3IEVdYt28/+fsSsRV5dRw7hiM1FUdqKrm//lbs8yZfX6z16p0YbVd0ymy9epj9y/bngHhXucO5qVOnMnv2bG699Vbmz5/v3t+tWzemTp1aqcWJiIjIuem0o9tO2q5Jo9scTgcZ+RnuAC01N7XkEW0nvbc5/7+9+46TpK7zx/+q1NU5TZ7ZDLuwBEkCwqIILKKIyBkQPb6inigid4Sf+DXAAT5EThDk0Ds8z1PkK3jinQE9QHFJhwQByWzOu5ND5+7qSr8/quN0z+zMTk/P7Ozr+XjUo7urqqurlmLCa97vz2f/Z/ELuoJVIVvlY1gNI+QuPy9uq1f1pus6Hhp+COcsO2e/Z2slosaybRtv9SXw2PpB/GnDIF7dHava3hFUS9Vxpx7SCo9LqjnGhC2nhbbTqbacym1tkCtDt67CY4/zKAUCjbrs6bEs4H+/Azz+LQA2sPgdwIX3AoGOuTkfomkQRBFKRweUjg54T6wNk81UqjxBRVXL7B7ovb2w83nkt21Dftu2useX29srWmQXwbVkiRPmLVkCKRqd8+E2yDHtcG7jxo1417veVbM+FAohFos14pyIiIhonrFtG/msMWnAthCr27JGtipIi2kxxHO1wVrlPsl8EjamFzYWKaJSG6yNex5xR6rWB11BSGLtL+NEdODK6Sae3TqCP60fwGMbBtEXz1Vtf9uiEM48vB1rV3fgiK4ArFjMCd2eeBWZ8S2nvb0wp/J7WrHltLt7XNtpdcvpvJNLAL/5ArDh987rt/8d8N5/AuR5eK5E+0Hy+yGtXg336tU122zDgN7fX6q603dXVN/t2g0rlYIxOAhjcBDZl16qeb/o9daptis8dnVBmI//zy9Q0w7nOjs7sWXLFixbtqxq/dNPP40VK1Y06ryIiIholh1M1W2WbSGZT07YMlovZItrceTM3L4PPgG/4q8brE0UvIXVMDyyh3/BJjpIDSZyhckcBvHnLcPI6k4lm2iZWGwkcWbExil+HYcLaagDg9BfdtpNN+1Xy2l122lTWk5nw/BmZ3y54U2A5ALefzvHl6ODiiDLcC1aBNeiRRg/ZURprMg9e5DfVd0qm9+9G0Z/P6xMBtrGjdA2bqw9uCg6Qf3ixXVbZqVgsCnXeLCYdjh36aWX4sorr8SPf/xjCIKA3t5ePPvss/jSl76E66+/fjbOkYiIiKbAtm1YOhAbyEDP2gu2ui1v5vc5+cH4ardEPgHLtvbr82RBRlANIqJWBGvuyavbQmoIisi2UCKamG3beLM3gSde2YVXXtqAse270J4ZQ082hisyY1iUj6NHi8GbHINglb9+ZQvLeDUtp8W207luOZ0t48eX+9jPgEVvn+uzIpo3BEGAHIlAjkTgOfromu1WPg99z17oe3Yjv6uiZbZQfWfnctD37oW+dy8yzz1X834xFCq3yi5eUnp0LV4EubMTgsSq/umYdjj3la98BZZl4ayzzkImk8G73vUuqKqKL33pS/j7v//72ThHIiKig56pW0jHNaRiGtJjhceKJRXTkI5rsIwAHvhTbdvCROayus22baT01IRjsI3lxupWtGWNfVeITMQre+u3jbrrh2xhNQy/4mc1GxHtF9u2YY6NFSZX6EVm917sXr8VI9t2w+7vQyQ1grPyGZy1rwNN1HLa47yety2ns8GygKduA574lvN6ySnAR3/K8eWIpkl0uaCuWA51xfKabbZtO5NUTFB1Zw4Pw4rHkYvHkXvjjdqDKwpc3d1QljhhnbK4+lH0eptwhQeWaYdzgiDg61//Oq699lps2bIFqVQKRxxxBPx+zuRFREQ0XbZtQ0sbVWFbvee51NQnC3B5pHLQ1qTqNt3SEdfi1RVrdarYKp8ntAQMe/rVewAgCiJCrlD96jV3bbtocbtLOkh+eSWipijNclqaXKGvNM6b3tdXd5ZTf2GpZHq8cPX0wLOoZ+G0nM6GXAL49WXAxv9xXp/4WeCcWzi+HFGDCYIApb0dSns7vMcfX7PdymScMe5qqu52I793L6DryO/cifzOnUjXOb7U2grXokVQliyGa9Fi57HQOiu3tR2UfxSddjgXj8dhmiai0SiOOOKI0vrR0VHIsowg+46JiIgAOGO6peMa0rF8OWwby1UHcPE8TH1q7ZaSIsIXVuEPq/AVlsrnql/EU39+DO//wLn7PdOmbdvIGJlJJz+o9zylp/br8wDALbnrhmzFx3rjtAVcAYgCf1ElotllZTL1Q7dCGGcMDDiVXPsw4g5i0BPBoDeMbKQNrYcsxSFHHYKjjjsMvqWLF17L6WyoGV/uDuD4/zPXZ0V0UBK9XrgPWwX3YatqttmmCWNgwAntiuFdRYhnxuMwh4eRHR5G9pVXat4vuN11q+2UxUugLOpZsFXC0w7nLrroInzgAx/A5ZdfXrX+gQcewIMPPoiHHnqoYSdHREQ0H9m2DS1j1K10q3ydTU692s3tV5ywLVIbuhWf76vKTdd1CBXDe5iWiXg+Pul4bPWe69bUz7uSAAEBV6BcrTZJq2jlc7fs3q/PIyKaifEtp6Xqt95eGL19U57lVFAUSJ2dSIXbsFsJ4g3Dg+1SAIPeCAY9EQx7wzhqWSvWru7AmYe34/DOwEFZFTIjGx8GfvW5wvhy3YXx5U6Y67MiojoESSpV/gIn12w3E4lyld3u3dB37UZ+j/Oo9/XBzuWgbd4CbfOWOgcXIHd2lqvuihNVFB6lcPiA/fo67XDu+eefxx133FGz/t3vfje+/vWvN+SkiIiI5oppWsjE8/VbTMeK1W4ajPzUqt1EWagK2uoGbyF1n2O52baNpJ7EWG6svGjVz0ezo9iR3IF/e/DfEMvHkMwn9/vfwSW6nADNPXmwVvk86ApCEjn4LxHND5O2nBZe27l9z8gsBgJ1x3mLBVvwTErBH3rzeGbbGDSj/H3B55LwzpVtuHh1O844vB2tfnU2L3Xhsi3giW9zfDmiBUQKBuE58kh4jjyyZpudz0Pv65uw6s7KZGD09cHo6wNeeKHm/aLfX2qVrZxZVlm8GEpXFwR52hFY00z7zDRNg2HUjg+j6zqyU5jCm4iIaC7Yto18zkR6bOJx3dIxDZlkHrCndkzVJ08YvBUr4Nw+pe5f8HRLRywXQ19uALHhWFXYNpobLU2IUFwXy8WmPj7buA7TgBIot4pOIWwLq2F4ZM8B+5dHIjo4NKrlVG5rc8Z2q5zptM4sp5Zl47W9caxbP4B16wfxVt9w1XEWRTyl6riTV0ShyvxjxUzIZhbSf10CbHrYWXHipcA53+L4ckQLmOBywbV0KVxLl9Zss20b5uhoqeJufNWdMTgIK5WC9tZ6aG+trz14oaKvVG03LryT5ngehWmHcyeddBJ++MMf4nvf+17V+h/84Ac44QSWFhMRUfNZpoVMQp90QoVUTIOhmVM6nigK9SvdIq7y85AK2eX84lUcp200N4qx3Ah2aTEnYNsRw6g2WgrXRrVRxHJO6JbU96+qzSt7EXFHEFEjzmPhedgdRkgJYcvrW3DmqWeizdeGkBpCUA1CEfdv/DkiorlS1XLaW7/tdKotp3Jl1VvxeSF4kzs7Jx2/KK0ZePrNfqxbP4DHNgxhOKWVjy0Axy+J4KzV7Tjr8A6s6uDMzg0zvBnv2ngjRK3PGV/uvO8Cx10812dFRHNIEATILS2QW1rgOfbYmu1WLufMLltqmd0Dfdcu5Pfsgb57t1OVV9hWjxSJVLTILkImHJnlK6o27XDum9/8JtauXYtXX30VZ53lTPq9bt06vPDCC/jjH//Y8BMkIlqo4lkdu0Yy2DWawfahJF7YLmLDnzYj4lMR8igIuhUES48yQh4FAbcCSTy4fvDP54zacd3GxlW7JfKwp1rt5pUnbzENq1C8AhJ6oqJyrRd7i89HxzDWV91OGsvFkLfy0742URBLlWoRdwRRd7T0fHz4VnyuShO3Rum6joc2PoTj24/f7wkhiIiawTYM6P0DMKpCt76GtZw6lXDdkFunP8vpnrEMHtswiHXrB/HsthHkK9pV/aqMd61qxVmHd+Ddh7Whhe2qjWFZwOBbwM4/AzuehrxlHQJ6GnagC8LH7uP4ckS0T6LbDfXQQ6EeemjNNtuyYAwNOWHd7j3I794FveLRHB2FOTYGc2wMuddeAwCkzKn9Ub9Rph3OrVmzBs8++yxuu+02PPDAA/B4PHjb296G//iP/8DKlStn4xyJiA5IlmVjMKlh50gaO0cz2DWSKTw6r2OZ8YPui3iyf/s+j+tXZQTdshPcVYR3QbfihHoepby9tM557XfJEOdJuGdZNrLJfPVYbnUq3/K5qX1jFEQBvpCrbuimBADDk0NOTSFhxzCWG8RYbgzbK8ds2zuGsa1O2JbQErCn2ttawS25EXFHEFbDTtDmDiOiRkrPo2phnTuCqBpFwBXgGG1EtCBZmQy0oaG6oduMW04rlkbMcmpaNl7dEyu1q27or65sXhL1lqrjTloehUvmTNEzZplA/+uFMO7PwK5ngOxYabMAYNh3GEKf+TWUSM/cnScRLQiCKELp6IDS0QHviSfWbDdTKafqblc5tDM2bwG2bG7aOe7XaHjHHnss7rvvvkafCxHRAUczTOwZyzrBW0UIt2vUWSoHh66n1e/CkqgXiyMepIb2onvxUqTyFhJZHYmcjnhWRyJrIJHTkck7IVVKM5DSDPTG911RMJ4oAIGKMK+yKq9cqScj5K1fuedRpCm17Oj52rHdxs9omo7nYVtTC8Bcbqmi2s0FOQDYPh2mR0NOTSHlGkNCHEN/vjxW22huFLFkDGNDY8iZ0/+3AoCQGipXrVVUrxXDt8r1YTUMr+Ldr88hIppLtmXBzmZhZTKwio+Z4usM7Exm3LosrEy6/J7K9ek0DhkZwbb/+5V9fm5Ny2mx7XSKLaczkdIM/O+mIazbMIjHNwxiJF2ufhYF4O1LozhzdTvWrm7HIW1sV50x0wD6XgV2Pl0I454DtHj1PooPWHIysHQNjEXvwJ9fG8K5/va5OV8iOqhIfj+kww+H+/DDS+tcIyPA/c3LvaYUziUSCQSDwdLzyRT3IyJaKOJZHbtHM9g5ksHO0XQhiHPCt954dtJ2SkkU0BP2YGmLF0ui3sKjD0tbvFgc9cKvOl+GdV3HQw/txrnnrp6wHVE3i6GdUQrvElnDCfBy+iTrnNd5w4JlO9cTz+oApj+JjywIaFcVtMsSWkQZYUFEwBLgNQFVtyFrNpAzgSnOZCoIgCfoghoUIfltwG/A8OSgqSmkXXHElRGMSYMYMYeccdu0GGJaDFbKqpn0YF8UUakO2SZoGy0+D6khyOL8ndGJiA4+tmkWArAM7Gymfpg2UWiWKbwnXfke57nd4EndivXAYiBQO87bDFtOZ2L3aMapjtswiOe3jSJvlr9XBdwyTl/VhrNWt+Pdq9oR8XHSgRkx8kDvy+UwbvfzQH7cN241CCx5B7B0DbDsNKDrGEByfgaydR14/aE5OHEiorkxpd86IpEI+vr60N7ejnA4XPcvR7ZtQxAEmE3uyyUimqnpt59W87okLIlWhG8tPiwtPO8Oe6BIjfnFQ5FEtPjV/R7fJqebpfCuXJVXEfalnRZTLaFDT+mwMgbErAlZs6EaNnwm4LcFSCh+D5h85tC8YCEl5ZGSs0jLGaSVJDJqHDn3GLLuEaQ9Q0i7+mGK434p1AvLPgSUQFWLaPF5MVwbP36bT/Gx8oGImsLW9ZrQrCpMS2f2XYFWGaYVQzRN2/eHz4QgQPR4IHi9EL1eiB6P8+j1QvQ6zwWPB6LXV7Gter2luvDnv/4VZ3z0o3BHo7N7vvtgWjZe2T2GP60fxLr1A9g0UB0OLWvx4qzVHTjr8HacuDzasO/XByU9B+x9qTRmHHb/BTDGfX93h4GlpxbCuDVA59sADu1ARARgiuHcY489hmjhm+vjjz8+qydERDQbxref7hrNYtdoulQBN9X206UtvlIIV6yCa/W75nXoY9s2cikdqZiGTEyDFtOgxzTYMQ1iTIMS06DGNATTBurXPguFpXA82LDcBvJqFhk1hZQSR1weQUIZQkwZQNo1irQrjryUq3zbPs5RhG36YBte59H0Vzz3wTacR1UMwC+HEVJDCLk9COUVBHUFQV1G0FQQtBT4LAVuyJChQBQUQFJgSgosGZDm738mImoy27Zh63q5ZbMqIKsMzCZo56ysQKvY185knKqf2SSKVeHZlMM0X/U+gsdbtU5wu2f8/UzXdeR7exsyFtz+SOZ0PLVpGOs2DOCJjUMYrWhXlUQBb19amF11dQdWtPKPNvstnwH2vFAeM27PC4A5Ljz2thTCuNOcMK79SKCJlZJERAeSKYVzp59+OgDAMAw8+eST+MxnPoNFixbN6okREU1XIqeXWk4b037qhG9LWsrtp/ONqVtIx6vHc0sVZjMtPY9rsIypje1mSQY0dxoZVwIJeRRxZRhpVxwpVwxpVwxpVxxZJQFLnDzM9MpetLl7qsZj8ythuMUgXEIAMgIQLCd0Mw0fNM2FpGZUjbGXMHUkDWddSnOq9DKFZRA5ANMfRy6gVk6kUWfSjMpx94r7FV77VZm/xBHNAdu2YWvaPto504VKs3oVaGnYmdoQzcpmAWPyCuAZk+Xq0KwUphUCs6pAbVyY5vXUBG7FEE5wze8/CjXbrpEM/rR+AI9tGMTz20egm+XveUG3jHcf1o6zVrfj9FVtCHvZrrpftJTTmloM4/a+BFjjQmhfuxPCFdtUWw9jGEdENEXT+m1TlmXcdttt+OQnPzlb50NENKHJ2k93jWYwNk/aTxvBtm1oaaM2dBv3PJeaenVGVkkWQrZ4Yal87rzOS9maajdREBFWwwirYSx2H1LTLlpv3DZV2r/W24kYpoWUZtRpya0/xl6iMK5ecXtWd4ZcSGoGkpqBvbHpj68kwUJElRBxCYi4gLAsIKwICMpAULERlAC/BARkwCfZ8Ik2vKINr2DBDRuybQC64VTqlJb8uNfOgsrX+drtky2Hmia23vQNCJLkjOUkSYAkQhAlQBRL68Y/QhScfYr7Vj4K494jiYBYfpz4vRIEUajet2qf6uNUPQpi9b5S4fyliuuY6L2iWLFv7bbaax933Dr/Ps0cF+tAZdu2E45NVIFWVW1WEabVqUArT0BQCNGmMKvnTAiKUr8CrVBtVg7MphmmzdJkBgc7w7Tw110xrNvgzK66ZbC6XXVFq69UHXfC0si8+v5+wMglnEkbimPG9b0CWOPC7EB3dRjXcqgzmCwREU3btEtBzjzzTDz55JNYtmzZLJwOER3sNMPE3rFsOXwbySyo9lNTt5BJ5pFN5pFJlB9TsRyGNrrwXxteQCauQ0uYsKdY0GEIek3YlqkTvlmiE1C5JXepmq3VHcWh7kMQUQtjtLnDVeO3RdUoAq4ApFkaE8a2bcAYH1jVX5S8jqiuI1KzbYKAy9JhCzpsRYdh5aHnNORzeehaHoaWh5nPw9TysPI6rEIgBsNZBMOAaBqQTAOSaUK2DMj29MMBC868FdOcu2JGRDjjXU2tVpKmZbLgbkrB5yTvrRteThAY7jMUrXhv3fCy8N6qYNLZZto2An/9K+LJJAQtXxGQZfYdpmWzmLREuQEEVS2HX75CW+akgZm3pp2z9J6KME2YYCIemj8SOR1PbhzCYxsG8fjGwarxYCVRwEnLojhrdTvOPLwdK9r8c3imB6jsGLDz2fKYcf2vAeO/74WWVIRxa4DIcoZxREQNMu1w7n3vex++8pWv4PXXX8cJJ5wAn89Xtf38889v2MkR0cLUyPbTyhlQ56r9VNfMqqCt+DwZzyAeyyAdzyGX0pFP2bC1yX6IVaGNa9XMyqmqsC1VE7rF4PYpVdVrPe4IIq4ViIgBtMhBhKUAwqIPIdGHgOCBasu1oVZGhx0vVmylYOtjsPVNsHQdsf2s4JooPMO44zSbhPJMgjNhCwJsWYElyTAlGaYoQZdkGIKEvCBBF0RokJATROiCBEOUYIgydFGCITjPDVFyXlduq9heuQ2KDJdbhepW4fKocHtUeLxueDxueHwqvF43PB4XerduwNpTjkdX2AO/LMI2TafqyLJgmxZgmbWPpe1m+bFyH7vyvdX72JYJWHb945qF41oV+45/tGzALJxDvUfbqj6Xqm3j31t9fOezJziuVb19SpVZxfcU74EG3EfzUReAoRkeQ/B4qsc/K1WgTSFMG1eBVjkumiBx8PiDyY7hdKld9S/bR2FY5f/rQh4FZxzWhjNXd+D0VW0IeRiwTkt6xAniim2qA2+g5qtaZHkhjCuMGRdeMienSkR0MJj2b7GXX345AOCOO+6o2cbZWokIqG0/3T1aDOKcFtR9tZ96FKl67Lcmt5/atg0tYyBbqnDTkUk4YVsslkIynkU2kYeWMmGmARhTPR8nmLNgwhCSMIUkbDsJ2EmIZgKSkYRkJuC2M/BYafisHDw2oNoSVEuEYolQTAGyBUiGDcm0IRiBQqA2Alvvr6gaqw0akoVlvhNcLgiKUru4FGD8OrnOfhO8d6JtNcdUFAiKa9/vnWJIYNs2Mnmzoh3XqGjJ1REvtOpmJmjTTWpGbWBtozwAH4DqKW7bcOevdwNwxtjrDnvQHXYXHqufd4bcbPcqsG3b+f+mTnBXehwXWNYN/SYLPEuPk4WZxWNVhoy1n10Vjlbua08QwlZd1wTvtSxYpoHh0TG0L1kC2e/b58yc9cM0D9uAab8YpoUXd47hsQ2D+NP6AWwbSldtP6TNh7WrO3DW6g4cvyQMmV+/pi416FTEFcO4ofW1+7SsLIdxS08FQj3NP08iooPUtMM5a5bH/CCiA0PesLBnLNPw9tPFUS/a/GrD208ty5mxtLK6LZnIYGw0iUQ8jXRCg5Y0oKdtWBkRgjWVH/gr9rHyEM0EZCMFRU9A1ZLw5BLw5FJQ8wm49CRc+QRc+SRkIwuhATU30/pTyFQCrKkudcKqiY/v2ud7q44jSXPeetxogiDAp8rwqTK6Qp5pv9+ybCQ1o2qMvepx98rbxtIaNu8ZQtp2YSzjBHsbB5LYOFA/lhUEoCPgLgV2PYXQritUfh32Kgvuv0k9giAUxueTpjrJ8IKk6zpefeghHHPuuVDY6klNEM/oeGLTINatH8QTGweRyJXHdJBFASeviOLMwztw1uHtWNbqm+RIVCXR64RwxTHjRjbX7tO2utymunQNEOho/nkSERGAaYZzO3bswKOPPgpd13H66afjyCOPnK3zIqJ5YLL20754FtYU2k+XRL1Y0uItVb41sv3UNKxCdZuOdCyLxGAco4MjiI8mkYnnkEub0LMCjLwC23ShKkyrf9YAyvMhSEa2FKg54Vph0Z11Sml9ApKpTf4LvShC9PshhkKQ/N1OxYnP56zz+QCvB9t6+7By9WpIbvd+VYBNWhl2EIQrC5UoCgh5lCm1bOm6joceegjnnnsGdFtAbyyHvngWvbEs9sZy6I1lK5Yc8qaF/kQO/Ykc/rorVveYHkWqCe9KFXghp/rOrbDVkIimbutQCo+td6rjXtw5BrPiB4qIV8EZhzmTObxzVSuCbobEUxLbVR3GjW0ft4MAdBxVEcadCvha5+RUiYio1pR/O3788cdx3nnnIZt1ZriTZRk//vGPcfHFF8/ayRHR7KpsP9016oRuzWw/tQ0DVjoNK52GmUrBSqeRj6eRHkkjG8shFc8ikcgildaRy9nI6RJ00wXddsMQvDAl7wRHlgDU/+u6oqcKwVqiImhLOSFcRXWboichChZsrxuCzwvR54fiD0DpCBVCtXbn0eeDVAjYRJ+/tE70+yBVhG+C2z1pQKbrOl546CGczGoVahCvS8ah7X4c2l5/YHTLsjGSzqM3lkVfvDa82xvLYTilIaub2DqUxtZx7WWVWv0qeqpaZz3oCbvRFXKez4fJWIho7uimhRd2jOKx9YNYt2EQ24erv56s6vDjzMM7sHZ1O45bEoEk8uvFpGzbCd92VIwZF99VvY8gAp1vc2ZRXboGWPIOwBudm/MlIqJ9mnI4d/311+Pss8/G3XffDbfbjeuuuw5f/vKXGc4RzXONbj9dEnRhqRfocVkIQ4edzsBKp2Clh2HtScHamIaZTmM0VQjdkinkM3lkMxayORuZvADNkKFBhS56kVcCyLuCyLsC0F1BmJIKQCksgdoTGlegI9imU8FWqGKT9SREMwkRaYhCBpKsQXIZcKkWVL8MNRKEOxSBOxCBP9IBb/CI6oDNXw7YBLXx7bVE84UoCmgLqGgLqDhmcbjuPjndRH88VwjrsuireF6svsvqJoZTGoZTGl7dE697HJcsojtUG96VXoc88LhYfUe0kIxl8nhmm1Md9+SmISQr2lUVScA7VrTgzMPbcdbhHVjSMtEf2wiAE8aNbKkeMy7ZW72PIAHdx5XHjFtyMuAOzc35EhHRtE05nHvjjTfwzDPPoKurCwBw22234d/+7d8wMjKClpaWWTtBonnD1IH4HqdtoGrZCXlsJ85Nj0Je7wZEGZAU51GUCo9yxWtl3Gu54j3T2F+UAcl5zJkCRrMWRrIWhjMGhjMWBtMmBlIGRjImTNOGqNuQDROiYSGSN9FqmHiHYUA1TYQlG1ERCIk2gjDhtw24DQOqrgG5HKx0BlYmAyudga1psCFgUPFhjyuAvFIM1gJVQVteaUXetRy6KwBLVAAvnGUqLB2ClQTsBGwkYYsZQNYgunVIHhuKX4Q7rMIX9SHU1oJQtAOhyApEW3oQ8rcyUCNqELciYVmrb8JxnmzbRiyjV4R1ToBXGd4NJHPIGxZ2jGSwYyRT9ziA08pWDu6qJ67oCXvQ5lchspqGaM7ZtjMO5lg6j9F0HrGMjtF0HmMZ5/VIKocXN0q4+rknqoa/iPpcOOOwdqxd3Y7TVrYiwHbVidk2MLShHMbtfAZIDVTvIypAzwnlNtXFJwNq/UppIiKa/6YcziUSCbS2lscl8Hq98Hg8iMfjDOdoYTB1ILG3Tvi2Cxjb6fyF0q5fZSbAqfNCLtew07FMwNJFWIYASxdKz01dgGWIVessXYBtiAjpAgK6gKXF7Yazj23t+xdaSxChKwHkXQGkXUGMKQHkXR1O0OYPIh8tBHCuIPKK32mXmAYTWeSlJPJSCoaShKWkATUDyZOB252H351HSNXR4jbR4pLQInsQlT0ISB6IpbBTrQ4pJQUQ84DZC4wOArG3xoWbcp3964WmU3iPIDqj5xNRiSAIiPhciPhcOKqnfoWGblql6rveuBPYVY57tzeWRUozMJbRMZbR8WZvou5xFElAR9A9YXjXHfY0ZCxLooOJbdtI581S0DaayWMsnXf+f6x4XQzfiuuNyQadBVAcvfXwzoBTHbe6A8cuDrNddSKWBQy+WR4zbuczQGakeh9JBRadWA7jFp0IuFhxSES0UEzrp9g//OEPCIXKP3xbloV169bhjTfeKK07//zzG3d2RI1kGk7ANrazfgCX2AvY+5j/UnYD4SU1i+FfhCeefwXvfMdJkHI5WMkkrMIYamYqVag6S8NKZ53nmQzMTA5WJgsrq8HK5mBmcjAyGqxsHnZOh9CAmZFNUSlUsTnVbJo7AM0dhOYOIFesdFMCMKUAbHH6f23NyWlklSR0OQFLTkCUEpClONxiDD4xhqAYQxRjaBXG0GrnEDUtBC2relqGXGE5EMxiFaQkiDh6Tz/EpzcAkSVAsBsILXIelenP8Ek0XyiSiMVRZybmiSRyetVYd6UqvEJ415/IQTdt7BnLYs9YdsLjBN1y9YQV4yax6AiokPcxFibRgcq2bWR10wnS0npVsBbLFIO26iq3WEZH3ty/nzc8ioSoz4WIT0HE63Kee10IuiUM7tiEz1/wbixvDzb4KhcIywT6XyuPGbfzGSAXq95H9gCLTyqPGddzAqC45+R0iYho9k0rnLvkkktq1n3+858vPRcEAaa5j3CDaLZYpjNtfKHVdHzrKeJTCN8ktSZ4s0OLYSltMPIe6EkdxsAgjMEB6FsGYAxshjH4Z+gDA+geHcW2BgRqAKpm/cxKLmRlFVlFRV71wPIHYPrDMH0BmB4fDJcPuuxGXlCh2SoMyw3bdEM0vZDs6f0QZ8FETkkj78rAdOcBjwHJZ0P1ifAGZPgDLoRDHrQEvegI+9CitiAkeyHaFmAZzmIa5eelxQQsfdzr4v569euq7Xrt/lP6jH3tv4/jT1AhWdo+C0QAKwDgyT/VbvREgVAPECwuxeCu8DzYwx/Y6YAWdCsIdio4vLP+L/KmZWMwmZtw1tneeBaxjI5EzkCiP4kN/cm6xxEFoLNQfddVCPB6CmPeFYO8oEdmazzNC9m8WVHJVqheS+cxmtGdsK20vlzllt/HOLITUWWxFK5FC9WwUa/iVMZ6i6+dIK6430SzNDuzRm/Eogj/sFRi6kDfq+U21V3PAdq4KmGX32lNLY4Z130cILvm5nyJiKjpphzOWQ0KHYj2m2UCyb7adtNiEJfYu+/gRHIBocVAZKkTvPkXwbAj0HUvjKwEI56DPjgI49VBGAMD0AfXwxgcgp2duFKjqPJXOdvjgaF6oLk8yMgqkqILY1AQh4KM4nbCNllFRlaRdQG6qsByyZDcCrxeFW6XC7IkQ7EUyLoMJe+Cormh5n2Q7XFjtOiFpWD8/9SmYCDnSsNQc7A9OkSvBcUvwhNQ4A+6EQz7EI0E0d4SRXu0BWF3GJJ4kA/MblkThH/TCQz3sf+495hGHlvWv46VHT6IyV4naE7sBfQMkB11lv7XJz5nb0s5vKsM8kIVAZ6sNu/fkKiBJFFAV8iDrpAHJyytv09aM2pmna0c+64/nkPetNAbz6E3ngN2jtU9js8lVU1cUTmRRU/Yg86QGy6Z1Xc0PTndrKpWG50scCsEbTl9/372dkliKWCLFAK2qLc2cCuHcC5OyNJoRh7o/WtFGPc8oI+b8VoNAktOKYdxXcc4YwkTEdFBid8BaP6wTCDZX1vxVqp827Pv8E1UgPBip9pN7YFuR2Dofhg5BXrahjGWhvHWIPTBARgDL8EcfdQZdHcKhGAQdksb8pEWZIJRJH1hjHhCGHQFsUf24o24gX7Bg7ioQ5Qy8IoafMjDBxNe24bPBryWBL+lwGup8OoeRHUvPLofYnEK0im2eOqSBt2VheXJAx4Lig9QAxK8QRWBkAeRcBCt0TDaW1vQFopC5g970yOKgOgC0Ly/WFu6jg3xh7Di3HMhKoUA1radNpf4XieoS+wtPO8FEnucx/hewMg6Y9NkRpw2mYn42gpBXaFddnyIF+higEcHLJ8q49D2AA5trzPLMwDLsjGc1qrGvKsM7/riWQyn8kjnTWweTGHzYKrucQQBaPOrVWPfdYWqJ7KI+lysvlvANMMsB2yF8dnGj802PoTL5Pevs0SRhKqW0ajPhbBXqalyi3jLraVel8T7r9n0HLD3xfKYcbtfcL43V3KHnfbU4phxnUc7Q1wQERGB4Rw1k2UBqf46wVtx2e1UGU1GVGD7e6BL3TDQAsMMwtBU6GnASORhjCacyrfB3bBzm6d0WrYsw4q2QgtFkQ5GEfOFMeIOoV/xY7fkxQ5Rwg7RhKAY8Al5eGE6iwV4bB1eLQZPJoNjLRVeQ4BHD8BjtE/7n0dXcjDUHOAxIXptuPwiPEEFgaAHobAf0WgQbS1RdLS0wONhgHJQEATAE3GWzqPq72PbQHasIrgrLr1OoF18buSA9JCz9L068Wf62qvHuwv2VD8PdLHNhg5IoiigPeBGe8CNYxeH6+6T0030xXPjgrvyJBZ7Y1lohoXBpIbBpIZXdsfqHkeVxYqx7twVVXjl1xO1BFJz6ablTHRQMxZboV00Uxu4pbT9G95AFgWEvS5EK8doK1SulQK3wutiCOdX2WY9L+UzwJ6/lMeM2/MiYGrV+3hbCmFcYcy49iOcP/4RERHVwXCOGseygPRgbbtpcYnvBsz8hG+3bcA0FBhSFwy0wTBD0PMeGBkBRtKAHkvDGB6DOToKYEdhmZzhDyAXakHSH0HMG8KgGkCvS8UeScKgS0bW44KtivDAhtcGPJYAry3DYyrwmCq6dC9W6D6ohg8ipvcDlQ0LhqrBcusQvCYUnwB3QIYv6EYw7EUkEkBrNIL2lhYEQh5IbJOi/SEIgDfqLJ1H19/HtoHMaEVwVxnkFUO8XucXi/Sgs/S9MtEHAv72+sFdZQWepEzwfqL5y61IWN7qw/JWX93ttm1jLKPXDe+KrweTGjTDwrbhNLYNp+seBwBafK66E1d0hZxx8Fr9KkTObDkthmlhrN54bJl89cyjhRlHx9J5JPczaJNEoVStFhk3FlvUV15XGcIFGLQduLQUsPu5chi396+1f1D2d1RUxp0GtB3GWd6JiGjKGM7R1Nk2kBqsqHqrU/k2/q+GBZYJZ0y3nBsGWqFbERi6F0ZWhp4yYcSzMEbjsLU8AANAX2Gpz5JlZAJRJPxhjHj8GFDdGHD7MKq6kfV6oKsumC4FLkGG15IKYZsbHsODkOFHu+GBoIlA/dOdkKFosFQdgseE7BWg+mV4Ai74Air6+/fi1HechM72VgRCXrj9Cn+xovlBEABfi7N0va3+PrbttMWOr8Ab30Zr5oHUgLP0vjzRBzq/pJTGu6vTRhvo4tg6dMARBAFRnxO2HNUTqruPZpgYiGvojWfrzkDbG8sinTcxks5jJJ3H63vjdY+jSEKhXbZ21tmeQiutT124/w+Zlo1YxgnYxipaSMvto3rFDKROGJfI7V/QJgpA2Ou0hpaCteIYbeMCtojXqWwLuGV+j1/IcnFn0obimHG9r9ROKhbsqQ7jWg5hGEdERPtt4f5UR9Nn207L2/iW07Gd5co3I1fzFjMvwsiIMLIS9KwPhhWGYfih5xQYaRtGXIOZzFS8ywIwUlhqZbx+jPlCGPJFMeINIebxIe3xIe9xw1RU2LIKWXDBY7jhMT3w6H6ophddALoAIF9YpkBXck5lm8eC4gVcfhnegAv+oAeRcADRSAhtkQgCYSdsk6T61W3OzGQP4Yi3LYWisGKIDkCCAPhanaXrmPr72DaQHq4e766mjbbXqSZI9TvL3pcm+DzRCfDqzT5brMbzdzLAowOOKktY0uLFkhZv3e22bSORNbA3lkVfvH5415/IQTdt7BrNYNdopu5xACDkUUphXfe48K477EF7wA1pHgRIlmUjntUrZh7VxwVt5RCuuD6e1ac6JGwVQQDCHqUUrkWKbaQVwdr40C3o5h/TDnqZUWDXs+Ux4/pfr525PbTEaVEtjhkXWcYwjoiIGma/fuuJxWL4r//6L2zduhXXXnstotEo/vrXv6KjowM9PT2NPkdqlOIv1nXHe9vpVL5VDF5bqnbLSNCzTvhmZEPQdT+MvAtGWoCRzMM2xs8mZgNIVq0xRQUZdwijgVaM+sJIeINIe3zQ3F4YiheW7IEoeCDDA7fhh2p6ADgzoEYKy/hZSWsuDzZ0Vw52IWxzKtskeANqady2lkgYbdEIgiEf3D4Z4gRhGxHVIQiAv81Zuo+rv49lAZnhclBX00a7F0j0OQFess9Z9k70eaIT0NWdfbYQ4AU6OaA2HVAEQUDIqyDkVXBEd7DuPoZpYSCp1Yx5V9lOm8gZiGd1xLM61vcl6h5HEgV0Bt3V496NC/OC7un9QcmybCRzBkbHzSxaGqOtqn3UGaMtlsnD2o+gDXACyNIkCKVgrRy6hcdNlhDyKPMikKR5Lj3sVMQV21QH3oTz82uF6IqKMeNOBcJL5uRUiYjo4DDtcO61117D2rVrEQqFsGPHDlx66aWIRqP41a9+hV27duHee++djfOkqSiOKxXbMS54q1j0jFPtpokwsiL0QvjmVL25YGQ9MDQ3jKwIMzs+dCt9EEzRRt7lg+5pR14JIO4LI+ENIe0JIOf2QVd8sGQvBMEL2Q5AtmsnMHAXFlioW+lmCVapsk3yWJB8Aty+woykQW8hbAuhLRpFKOSD6uNfvonmnCg6Y9L524Ge4+vvY1lOlW5iT/3ZZxO9QLLXmZ05WXiOF+ofS5CcFtnxbbOV1Xj+dgZ4dECRJWdCiZ6wZ8J9kjkdffHyWHd9FZNW9Mad14ZlY29hHTBW9zgBVUZXRVjXGXBha6+A9Y9uRjxnFAK4ctVbLKvD3M+kLeCWa2cdrQncCjOP+lwIexTI/CMaNUJywKmIK4ZxQxtq92ldVR3GBbubf55ERHTQmnY4d8011+BTn/oUbr31VgQCgdL6c889F5/4xCcaenI0TnFWxmLV29j46rddsLLpQoWb5ARvWbFQ+SbByHqhZ/wwc3JVpb4NwJRU5JUAdJcfuuJHPhSA3upHVg0g7Qkg63a2mZIPEP0QMfFsjSIAtXjgip/fLcFE3pUrjdnm8otQfTK8QRcCAQ/CkQBawk5lWzgSgOqRITBsI1p4RBEIdDhLzwn197FMZ4zLquCuohovvtepurPNwvY9wJ6JPk8uB3il6rtx1Xi+ds6iRweUgFtBwK1gVUeg7nbTsjGc0urOOuuMh5fDaGFChORACpsGUhXvloCd2yf/fFVG2FcRrpXaSJWq18XQLexVoDBoo2aJ7y1UxhXGjBvZUrtP+xEVY8atcf6QQ0RENEemHc698MIL+Ld/+7ea9T09Pejv72/ISR20SuHb+HbTXbDHdsLs3wMjkYVeqHQzshL0jFgRxgVg5UOwARiyB7pSCNoKoVve64ceCiBfCOCyqvPclP2AMLW2lsofq03BQN6Vhak6baQunwBPQIE34EIg6HXCtkJlWyQcgMvDWcqIaIpECQh2OQsmC/AG6gR3Fc+TfU4FXny3s0z4eTIQ6K5om63TRutrY4BHBwxJFNARdKMj6MbxSyJ198nmzZqJK/aMprFz9x4ctXIZWv3u0lhtxdlIo14Xwl4XXJxhnOaTsZ0VbapPA2M7xu0gAB1HlceMW3KqM0kSERHRPDHtcE5VVSQStWObbNq0CW1tbQ05qQWtJnzbBWtoB4w9O6D398NIaOV200LLqZaVoBl+5KVDoLsCpcCtGLLpET/y7X7orgDyhUDOFqc/nKAh6sgrTtgGjwXZC3iDCvxBFcGgF+HCBAnt0RZEI0EobolhGxHNHVEqBGfdwKK319/HNMoB3kRttKn+QoC3y1km/DylEBjWmX22+NzbygCPDhgel4RD2vw4pM1fWudMcLQL5557OCc4ovnJtoHRbdVjxo3/44sgAp1vK7SorgGWngJ46ofURERE88G0E5zzzz8f3/jGN/DAAw8AcAY23rVrF/7v//2/+PCHPzytYz311FO47bbb8NJLL6Gvrw+//vWvccEFF5S227aNG264Af/+7/+OWCyGNWvW4O6778bKlStL+4yOjuLv//7v8bvf/Q6iKOLDH/4w/vmf/xl+v7/OJzZBNlYK3ezRnTD3bIa+ZweM/l7oQ0MwEjpyWRlJPYiMHkbeDMIQgsgrx0BX1jjBm8sP3RNAPugvhHE+2ML0x0vSxTzyriwMlw7bbUL2CvAEZATDboRCPoQLEyS0R6OIRkJwuTkrIhEtMJLsBGehHgAn1t/HNJyAbqLZZxN7gWS/M4lF8Q8rE36ey2mhLc44G+ypfh7scWbE5R82iIimxraB4c3VY8Yl+6r3EWVnoqKlhRbVJScD7tDcnC8REdF+mHYac/vtt+MjH/kI2tvbkc1mcfrpp6O/vx+nnHIKbr755mkdK51O45hjjsFnPvMZfOhDH6rZfuutt+Kuu+7CT3/6UyxfvhzXX389zjnnHLz11ltwu90AgL/9279FX18fHn30Uei6jk9/+tP43Oc+h/vvv3+6lzY1uYRT7da/CfqODdB2bkVyz26MDWeQTknI5X3IG0EYVhAmAjDkMPLKaYWx3ALIh/3Q23zOX/SmKS/mkHfloLvysFUToleA2y8jEFLREgkgGvGjJRpGe7QFLZEQFJVhGxHRPkmyE6CFFk28j6k7AV3V7LPjqvFSA4CZLwxHsHOSz1PLFXh122h7AG8LAzwiOjhZljNhQ2nMuGeA9GD1PqLiVEwXx4xbdBKgztEf5omIiBpg2ulNKBTCo48+ij//+c949dVXkUqlcPzxx2Pt2rXT/vD3ve99eN/73ld3m23buPPOO3Hdddfhgx/8IADg3nvvRUdHB37zm9/goosuwvr16/HII4/ghRdewNvf7rQ0fe9738O5556L73znO+junv4sS3YmhtG3XsLu11/FyK49yAynYKQsmJoLluGFbfthIwBDCkBXlkF3HQVd9gKqWJgFYeoMIYu8nIWm5mG4nbDN5ZPhD6qIRnzoaA2jraUibHMxbCMimhOSAoQXO8tEjHxtBd74arzUAGBqznhINWMiVZDd1aFdqY222FK7yGnRYoBHRAc6ywIG3qgO47Kj1ftIKrDoxPKYcYtOBJSJZzMmIiI60Ox32rNmzRqsWbMGABCLxRp1PiXbt29Hf39/VegXCoVw8skn49lnn8VFF12EZ599FuFwuBTMAcDatWshiiKef/55/M3f/E3dY2uaBk3TSq+LY+j9+Av/BK9nESylE4J0BAThWGcHFVMK3mw7DUPIQJdz0FUDpg+wQy54g26Ew160twTR0xpFR2sLWsJhyMp0WlVt6Lo+jf2pmYr/bfjfiPYX76GFQAB8Xc7SPdEYeHkg2Qeh0C4rJHuBRG/VayE9BBg5Z0yl0W0Tfpote4BgF+yAE+LZwR7Y3na0JsdgjB4NRBYxvKNp49cimql93kOWAaH/dQi7nnGW3c9ByMWrdrFlD+xFJ8JecirspafC7j7e+aNF9QfNxunTPMGvRTRTvIdoppp970w7nPv2t7+NZcuW4WMf+xgA4MILL8R///d/o7OzEw899BCOOeaYhpxYcebXjo6OqvUdHR2lbf39/Whvr572XJZlRKPRSWeOveWWW3DTTTfVrM8br0HMrQdyzmtB8EIQfBBED2zJBVNxIe/xIB/0wwx5oQZUhDwKIm43vKoLkiQCcBeW8QzYyVHsSY5iz/Y607nTgvDoo4/O9SnQAY730MHEC+BQZ/HBWboA0dLh1sfg0UfhyY/CXXj06CPw5Mfg0UegGkkIRhYY3QahIsCTAKwBgC3fhi56kHR3I+XuRrJiybja9mtoBTq48GsRzVTxHhJsA+HMDrSkNqA1tQHR1CbIVq5qX0N0Y8S3CiP+wzDsPxwx73JncrMkgDdiwBuPNf8CaF7g1yKaKd5DtL8ymUxTP2/a4dwPfvAD3HfffQCcG/3RRx/Fww8/jAceeADXXnst/vjHPzb8JBvtq1/9Kq655prS60QigcWLF8PT0gG3S4GRSUHPpGHbGdh2BrAAGICgAWoKUIcAbyiCcGcXwh2dCAW7EW6PINTRhXBHF1weltkfbHRdx6OPPoqzzz6bs9vRfuE9RNOhG7nqCrxEL5DsBWK7kd3zGnz5IShWFtHMVkQzW6vea0sq0HIo7NaVsFtWwW5dBbv1MCC6ApCnOT4DLTj8WkQzpafG8NJD9+DkTgPynuch7HkBgp6u2sdWg7AXv8OpiltyKuzOtyEqyogCWFn/sHSQ4dcimineQzRTIyMjTf28aYdz/f39WLzYGXPn97//PS688EK85z3vwbJly3DyySc37MQ6OzsBAAMDA+jq6iqtHxgYwLHHHlvaZ3CweoBYwzAwOjpaen89qqpCVWt/Abnkn76LlpYWAEAulUKsvxdj/b2I9fcVHnsx1t+HXDKBTHwMmfgYeje+VXMcbyiMSFc3wh3dzmNnF8Kd3Yh0dsHl8U7734IOHIqi8Is/zQjvIZoSRQE8AaB9VdVqXdex7qGHcO57zoKS2OUMqj68CRja6DwOb4ZgasDgmxAG36w+piACkeVA22FA66rC42FA2ypADTTx4mg+4NcimlQ+U2i93wqMbC0/jmyFkh7EOwFgc8X+ngiw5NTSmHFCx1EQxOkM70IHK34topniPUT7q9n3zbTDuUgkgt27d2Px4sV45JFH8M1vfhOAM4GDaZoNO7Hly5ejs7MT69atK4VxiUQCzz//PL7whS8AAE455RTEYjG89NJLOOGEEwAAjz32GCzLmnFQ6Pb70XnoKnQeuqpmWym4G+hDrK+36nk2mUAmHkMmHsPeDfWDOyeoc0I7J8RzwjvVy+COiIgaQFaBjiOcpZJlOjPJDm2qDe60hPML9uhWYOND1e8L9lQEdhXBna+V49oRLVRGYfKaUvi2pfB8mzPJzSRycgiuQ98Fcfk7nRlV248ARLbTExERTWTa4dyHPvQhfOITn8DKlSsxMjJSmm315ZdfxqGHHjqtY6VSKWzZUh5/bfv27XjllVcQjUaxZMkSXHXVVfjmN7+JlStXYvny5bj++uvR3d2NCy64AACwevVqvPe978Wll16KH/zgB9B1HVdccQUuuuii/ZqpdaomDe7SKcT6++pU3fUhm4iXgruJKu7CHRWBXVcxxGNwR0REDSBKTvtqdAVw2HvL620bSPYDwxud4G54oxPaDW0E0oPlGWe3PV59PE8EaDu8ttIuuIi/iBMdCEzDCexHt1WEb4UquPhuwLYmfq87DLQcAkQPAVoOLTxfAT24FH947Gmce+65EFmtQkRENCXTDue++93vYtmyZdi9ezduvfVW+P1+AEBfXx8uv/zyaR3rxRdfxBlnnFF6XRwH7pJLLsE999yDL3/5y0in0/jc5z6HWCyG0047DY888gjc7vKEC/fddx+uuOIKnHXWWRBFER/+8Idx1113TfeyGsbt86PzkJXoPKR2xAwtky6HdX29iA30YazwWAztMvEYejetr3mvJxgqVduFO7tKoV2kqxuq19eMSyMiooVKEIBgl7OseHf1tuxYdWA3XKi6i+12tu161lkqKV6gdWVtcBddDkj8ZZ2oqSwTiO+paEGtCOJiOwHLmPi9Lr8T5pfCt0Ocx5ZDAW+0/ns4MyIREdG0TTucUxQFX/rSl2rWX3311dP+8He/+92wbXvC7YIg4Bvf+Aa+8Y1vTLhPNBrF/fffP+3Pnguq14eOFYeiY0VthWFVcFeqvHMeM/EYsok4sol4/eAuEHSq7ArVdpVts26fvxmXRkREC5UnAiw52Vkq5TPAyOba4G5kK6BngL5XnaWSqDi/6LetKgR3hUq7lpWAixXiRPvNtoFk37gW1MKYcKPbAVOb+L2ypxDAragO36KHAP52tq4TERE1wbTDuXvvvXfS7Z/85Cf3+2QOZpMHdxnE+p0Ku1h/sdquF2N9heAumUA2mUDfpg017/UEglWVdpXP3X4Gd0REtJ9cXqDrGGepZOpOGFBVabcRGN4M6Gln/fBGYP3vKt4kAOHFhbDusOoWWU+kqZdFNG/ZNpAeHjf+29ZyCKdnJn6vqDiVq6XwraIKLtDNNnQiIqI5Nu1w7sorr6x6res6MpkMXC4XvF4vw7lZoHq9EwZ3+WymUGFXOc6dU32Xjo2Vg7vNG2ve6w4Ey9V2xbHuOrsQ6exhcEdERPtHUgqVcauA1R8or7csZ9y6oY21wV12FIjtcpYtj1Yfz9deMRHF4c5xWw8DAp2s6KGFKTNaaD2tnAV1i7NOS0z8PkECwkvGtaAWWlJDi50xJ4mIiGhemnY4NzY2VrNu8+bN+MIXvoBrr722ISdFU+fyeNGx/BB0LD+kZls+m0FsoN8J7caNcZceG0UumUBfMoG+LXWCO3+g7hh34a5uePyBZlwaEREtJKLoVMeFFwMr11ZvSw8XJqAYN4NsYq8zIUV6ENjxv9XvUYPjZpAtBHfhpQwhaP7TkuPCt4rn2dFJ3ig4QVupBbUiiIss5ZiOREREB6hph3P1rFy5Ev/0T/+Eiy++GBs21LZW0txwebxoX7YC7ctW1GzL57I1Y9sVx7xLj40il0qib8vG+sGdzz+u2q48xp0nEGzGpRER0ULia3WWZWuq12vJQli3qTq4G9vuVBDtfdFZKkmqMxnF+OCu5RBAVpt3TUT5jHOvjm9BHdniBM6TCXTVb0GNLAcU9+TvJSIiogNOQ8I5AJBlGb29vY06HM0yl9szYXCn53JOlV0xsCuMcRfr60VqbBS5dAr9Wzahf8ummve6ff5CtV0xtOsqjXXnCQQhsAWJiIimSg0APSc4SyVDc8KO4Y3Vwd3wZmfg+4E3nKWSIDrBRimwqxjXTmVFOO0nQwPGdtRvQU3snfy9vrZy6BZdUTERwwrA5WvK6RMREdH8MO1w7sEHH6x6bds2+vr68P3vfx9r1qyZ4F10IFHcbrQtXY62pctrthWDu/LMsr2lEC81OuIEd1s3o3/r5pr3qj4fwh3dFWPbdZeCPAZ3REQ0ZbIKdBzhLJUsE4jtrJhBtiK40xKFmSu3Ahsfqn5fsGdcpV0huPO1clw7AkzDua+K48CNbCkHcfHdgG1N/F53qDzzaakFtRDEuUPNuwYiIiKa16Ydzl1wwQVVrwVBQFtbG84880zcfvvtjTovmqcmDe60XM0Yd7G+XowN9CE1MgwtncbAts0Y2FYnuPP6KmaTrai862JwR0REUyRKTvARXQEc9t7yetsGkv3lwK44IcXQRqe9MLHXWbY9Xn08T8RpiR1faRdcxNktFxrLAhJ7KlpQKyZkGNsBWMbE73X5C4HbodUtqNFDAG+UAS8RERHt07TDOcua5K+DdFBTVDfalixD25JlNdt0LYf4QH+5VbbiMTUyDC0zcXDn8nidaruKMe6KLbOeYIjBHRERTU4QgGCXs6x4d/W27Fh1YFcc1y62y9m261lnqaR4nXHtxgd30eUckH8+s20g2Vd/IobR7U5L9ERkd3n209JYcIWKOH87AzgiIiKakRmNOWfbNgAwHKF9UlQ3WpcsQ2u94C6vVQV3scIYd2N9fUiODCGfzWBg2xYMbNtS816Xx1tqjY10VrfLekNh3ptERDQ5TwRYcrKzVMpngJHNtcHdyFZAzwB9rzpLJVFxKqjaCpNQFCvtWlYCLm/zrulgZtvO7L9V478VJmIY3Qbo6YnfKypOwFpvIoZAN6sliYiIaNbsVzh377334rbbbsPmzU6V06pVq3Dttdfi//yf/9PQk6ODg+JS0bp4KVoXL63ZVgzuKse4Kz5Pjgwjn81gcPtWDG7fWvNel8eDcEc3wl3VE1NEOrsZ3BER0eRcXqDrGGepZOpOm+PQhupKu+HNTvAzvNFZ1v+u4k0CEF5cCOsOq26R9USaeVULR3asPPPp6NbqajgtMfH7BAkILxnXglpoSQ0tdlqjiYiIiJps2uHcHXfcgeuvvx5XXHFFaQKIp59+GpdddhmGh4dx9dVXN/wk6eA1WXBn5POID/ZjrL8Psb69zgyzhbHuEsNDyGezGNyxFYM7aoM7xe2pqrIrPXb1MLgjIqKJSYrT0tq6Elj9gfJ6y3LGrascz64Y3GVHnTbZ2C5gy6PVx/O1V09EUQzuAp1sldSSFaHbtsJjYUy47OgkbxScoK1eC2p4CSC7mnYJRERERFMx7XDue9/7Hu6++2588pOfLK07//zzceSRR+LGG29kOEdNI7tcaFm0BC2LltRsc4K7gZpqu1h/HxLDg9BzWQzt2IahHdtq3lsK7jq6EK6aWbYbvnCEwR0REdUSRac6LrwYOHRt9bb0cCGsGxfcJfY6E1KkB4Ed/1v9HjVYO4Ns22FAeOnCqu7Ss3VmQS0EcamByd8b6KqufCsGcZHlgOJuzvkTERERNcC0w7m+vj6ceuqpNetPPfVU9PX1NeSkiGbKCe4Wo2XR4ppthq4jPthfDu0K1XZjfb1IDg9NHtyp7sIYd+XALtLZDV9rW2kMRiIioiq+VmdZtqZ6vZYsVNeNm0F2bLvTmrn3RWepJKmFyr1xwV3LoYCsNu+apsPIO63A9VpQE3snf6+3taIFdUVFFdwKwOVryukTERERzbZph3OHHnooHnjgAXzta1+rWv+LX/wCK1eubNiJEc0WWVHQ0rMYLT2TBXd948a560ViaAi6lsPQzu0Y2rm99sCCgLt//TMoqhuK2+08quqEr2VX8XnhsbhUvnY775FVFeJCqpQgIiJADQA9JzhLJUNzgqvhjeMmpNjszCg68IazVBJEp2KsMrArjmunBmb/WkwDiO0sV8FVtqDGdwO2NfF73aHqyrdi+NZyiLONiIiIaIGbdjh300034WMf+xieeuqp0phzf/7zn7Fu3To88MADDT9BomaaLLgzDR3xwYGKarve8hh3g4OwbQt6Lgc9lwPis3FuLsjFcE9V6wd+4wNBl1oK+CoDP3lcaCjJMtt1iYjmC1kFOo5wlkqW6QRgpcCuIrjTEk4gNroV2PhQ9fuCPbWVdq2HOdV80/nab1lAYk915Vvx+dgOwDImfq/LXwjcDq2eBTV6COCNcnw9IiIiOqhNO5z78Ic/jOeffx7f/e538Zvf/AYAsHr1avzlL3/Bcccd1+jzI5o3JFlBtHsRot2Larblshn8z29/i3etWQPbNKBrGnQtB6PwqGs56LmK5+NeG8XX+cK6XK50DBTaZQ09D0PPI5dKNvzaBFGsDvpUFbK7opqvKgwsv5Zd9UPCqve4VAii2PBzJiI66IiSE3BFVwCHvbe83raBZH+dSrtNzrhtib3Osu3x6uN5IkDb4dWBXWQF3PoYhJ1/BuI7CuHbtvKjqU18frK7PAbc+IkY/O0M4IiIiIgmMO1wDgBOOOEE/OxnP2v0uRAdsCRZgezxItzZBUVRGnZc27Zh6HnouYqgL1cM+LRSgDc+0DPGvdbHhX9G4Rim4VQ52JaFfDaDfDbTsHOv5LTwqhWVf/to560IA6uqBavCP+c9kty4f28iogOSIADBLmdZ8e7qbdkxpx12aEP1DLKxXc62Xc86S4EC4BwAGNc1WyIqQHR5RfhWUQUX6HYmxiAiIiKiaZlyOJdIJKa0XzAY3O+TIaJqgiA4ramu2Rnk2zLN2sCv+DyvFUK8eqFg7etylWDhGHmtXPWX12DkNaDxRX8QJam2mq9ivL7x4Z9cEwbWDwUV1Q3Z5WLVHxEd2DwRYPFJzlIpn3HGhBveVBXc2SNbYVsmhMhSCFUtqIWW1NDihTVbLBEREdE8MOVwLhwOTzomlW3bEAQBpmk25MSIaPaJkgTV64PqbfyMd7Ztw8hr1YFfRTuvkdcmD/wqnle1BxeOYZlO1Z9lmtAyaWiZdMOvAUB1tZ+qTj7G37ix/RTVCVZld/0KQUner+JlIqKZc3mBrrc5SwVDy+Lhhx/C+95/fkMrwYmIiIhoYlP+zfDxx8vjlNi2jXPPPRc/+tGP0NPTMysnRkQHNkEQSiEUgo2fbc80jPrj9xWq9mpCwZrAb+IWYUMrj6lkFMLB7CzM8iFKcrmiz6Uiq2n4r7/+GW6vDy6PFy63B4rHA5fbA9XrheL2wOUpLs52l8dbei3zF2kimilRhi3wDwdEREREzTTln75OP/30qteSJOEd73gHVqxY0fCTIiLaF0mWIcl+uH3+hh/btiwY+Xzd8fyqK/0qxvirmfSj3N47fgxAq1BhbJkGtLQBLV2u+usdG9nv8xYluRzcFUK9fb72lkM+pRACutweyKrKGXyJiIiIiIiagH8aJSIaRxBFpy3V7Z6V45uGXh3k5XLIptN45un/xbFHHwVTzyOfySKfyyCfzULPZaFlMsjnstCzWWjZDPRcFvmss+haDoAT9uVSyYbM6CsIzr9BObzzjKvUq6zeqwz8xm33eKC43RA5RhUREREREVFdDOeIiJpMkhVIfgVuf7nqT9d1+LbtwMqT10x7nCfLMqHncoWwLlMK7YrhXmldbtz2bKawrrCtEADCtmHbjZ3BV1HdpdBOcXugeryllt364V696j5n4Qy9RERERES0kMwonGPLExHR3BPFxk3sYds2DE1DvlCtpxcCPS2bhV4Z5lUFfhMHgMWJO4pVgunY2IzPUVKU6mo+b3F8Pm9hfD4PlELIN3EI6LyWXWzfJSIiIiKiuTXlcO5DH/pQ1etcLofLLrsMPl/1L4O/+tWvGnNmRETUdIIglFp6feHIjI9n6HpFWJepX71XCPXqtexWVvcZeWeiDlPXkdV1ZJOJGZ+fIIr123HHtfAWq/1cnopJOorBXzEEVN0QRHHG50RERERERAeXKYdzoVD1bIsXX3xxw0+GiIgWFllRICsheBswY69lmhO362bqt+g6Y/ZloGWKAWChCjCXBeBM/qGl01WTcsyE4q43Ht+41zWtupXVfN7Sa1HiOH1ERERERAeDKYdzP/nJT2bzPIiIiCYlShLcfn/VWH37y7Ys6JozTp+WzUAvhHql5/XG6BsfClassy0LAKDnnOAvPTY643OUFReUfbbmVlT8uT2QXCqyA30Y3L4Vbp/PGevP7YHiVjlWHxERERHRPMUJIYiI6KDjtLM6VWp+tMzoWLZtw9Dz1dV6hdCvsl23WMXnBIITj+Fn6joAwNDzMPQ8son4tM/pP9f9vmadKElOy7JaWNzlR1fhUVbdcJX2UaG4PYX9Cs8L612V69nOS0REREQ0IwzniIiIZkAQBCguFYpLhQ8zH6fPNPSKyrzxLbsZ5DP1W3v1bBa5TBqx0RG4JBlGPgc9l4NlmgCctuBGtvBWkl1qRYCnOoFfIexTKgO/iR6L+4xbLykKJ+wgIiIiogWP4RwREdE8IskKPAEFnkBw2u/VdR0PPfQQzj33XCiK08ZqGjr0nOa08eayMDQNei6HvJYtrdc1J8grPRafaznkC8+NXA750n7O+2DbAAAjr8HIaw2ZpKOSIIilCUqKVXqlALAi0Kuu+HNXvGfiAJBj+hERERHRfMFwjoiIaAGTZAWSX2nIWH2VbNuGkdecoC6XLYV2+Vy2FN456ycIACse86Uw0DlWsbXXtq1CdWCmoecOAJKi1GnxdVp25cr23cpQ0D1xQFg8juxSWe1HRERERNPCcI6IiIimTRCEUriFBszGW8kyzXLop5VDP2OiALBQDahXri+EfkYhBCwGgMXJO0xdh6nryKWSDT13FNucJ6veKwSBleP4lZ67i6GfB7Jafs5JPYiIiIgWLoZzRERENK+IkgTV64Xq9Tb0uLZtwzSMcuiXqw0Aq9ePCwDrVAOW2n41rfghpW2Y/lwek+KkHkREREQLE8M5IiIiOigIggBZUSAr+zem32Rsy4Ke18pj8lUEfXltfNVfxT652gCwapy/XA6WaQBo1qQebuTyOn754v/C7fXB5fFC9frg8nrh8nigerxweX3Oo8cLl9fjbPd4oXq8kFW29RIRERFNF8M5IiIiohkSRBEutwcut6fhxzYNo3rcvvFj9xVDv/HBoKZN2PZbDAAnmtSjLz62X+cqiGIhwPMWgr1CiFfxvLjdCfU8Fet8hX08HLuPiIiIDioM54iIiIjmMUmWIcl+uH2zMKmHnq8K/LKpFJ5+6kkcd/TRMPKaMyFHJgOt8jGbgZbJlCbr0DJp5DNZ2LYF27KQS6eQS6dmdG6iJJVDPY+nIrirDvxKr73eUjVfabvXC1lxMeQjIiKieY/hHBEREdFBSChOXuFSS5N66LoO76YtOOTEd0BRpj4BhW3bMDQNWjGsy2aQz2ShZdPIF4I8rTLUqwj8ituK62DbsEwTuVRyxhN2iJJcCO485RbdyuelUK/cnlsv8JNdrhmdBxEREdFkGM4RERER0YwIglCaodYfie73cezChBrFarxycJcuPGbL4V82Ay2brdhWEfjlsoWQz0AumUCu0K67vyRZLlXjqR4fXN5x7biFwK/crltR8VfR5itPI/AkIiKigwfDOSIiIiKaFwRBKI/dt/8ZnzNBh5YrVeppmWLAl61ux81moGUqAr5sBvlsZQCYBeCM+5dNJkpj8u0vSVGqx92baHy+iuq9csVfscLPC0lmyEdERLSQMJwjIiIiogVFEMVS0DUTtmUhn8uOG2NvX4Ff1qniK4Z/2Sz0XCHk03Vk9TiyifiMzktWXOUZdCvbcceNz1d/Io7yNknmrwJERETzAb8jExERERHVIYgiVK8Pqtc3o+NYlumEdsX228qx9iYYi6/eNl3LAQAMPQ8jnkcmHpvReckutVSN5/L4oBbadetV65VadCsDwUL1nyhJMzoPIiKigx3DOSIiIiKiWSSKEty+mc+4a5nlkK968o3qdlxtXAhYVfGXzcDQNACAkddg5LWZh3yqWpo8w+XxIJHJ4vGB3WjpWYxIdzciXT0ItXUwxCMiIpoAwzkiIiIiogOAKElw+/1w+2cW8pmGgXwuW54tt9COW5p8oxD2VY7NV9PSm83CyBdCPk2DoWlIx8ZKn/F6/96acw+1dyLS5YR15cce+CNRCKI4o2siIiI6kM3rcM40Tdx444342c9+hv7+fnR3d+NTn/oUrrvuOgiCAMCZ1euGG27Av//7vyMWi2HNmjW4++67sXLlyjk+eyIiIiKi+UeSZXj8AXj8gRkdxzT0ihDPqdbLpBJ4/umnsaS9DfHBPoz19SLW1wtDz2Osby/G+vYCeKHqOLKqItLR5YR13U5gF+7sRqSrG55AsPRzPxER0UI1r8O5b3/727j77rvx05/+FEceeSRefPFFfPrTn0YoFMI//MM/AABuvfVW3HXXXfjpT3+K5cuX4/rrr8c555yDt956C263e46vgIiIiIhoYZJkBZ6AAk8gWFqn6zrW9w3h1HPPhaI4s8raloXk6EghnOvFWN9exPoLjwP9MDQNQ7t2YGjXjprPcPv8TljX1V1VbRfp6nZm9SUiIloA5nU498wzz+CDH/wg3v/+9wMAli1bhp///Of4y1/+AsCpmrvzzjtx3XXX4YMf/CAA4N5770VHRwd+85vf4KKLLpqzcyciIiIiImdijWBrG4KtbVh69LFV20zDQHxwoBTWlQO8XiRHhpBLp9C3ZSP6tmysOa4vEi0Hdp3l4C7U0Qm5EAwSEREdCOZ1OHfqqafihz/8ITZt2oRVq1bh1VdfxdNPP4077rgDALB9+3b09/dj7dq1pfeEQiGcfPLJePbZZycM5zRNg1YYCBcAEokEAOcvfbquz+IV0UJVvG94/9D+4j1EjcD7iGaK9xDN1P7cQ4G2dgTa2rF4XHCnaxriA32I9fdhrN9pj4319yI20ItsIoH02CjSY6PY89YbVe8TBBGB1rZSa2y4swvhzm6EO7sRaG2FKHJiivmOX4topngP0Uw1+94RbNu2m/qJ02BZFr72ta/h1ltvhSRJME0TN998M7761a8CcCrr1qxZg97eXnR1dZXed+GFF0IQBPziF7+oe9wbb7wRN910U836+++/H16vd3YuhoiIiIiIGsLMa9ATcejJOPLJBPRkHHoijnwyDtuY5BcqUYTiD8IVDEEJOIsrEIISDEFyezi+HRERAQAymQw+8YlPIB6PIxgM7vsNMzSvK+ceeOAB3Hfffbj//vtx5JFH4pVXXsFVV12F7u5uXHLJJft93K9+9au45pprSq8TiQQWL16MM844Ay0tLY04dTrI6LqORx99FGeffXZpfBWi6eA9RI3A+4hmivcQzdRc30O2bSMTjxXaZHsRHyhMStHfi9hAHyzDgJ6IQU/Eat6ruN2lCrtIsdquy3nt9s1shlyanrm+j+jAx3uIZmpkZKSpnzevw7lrr70WX/nKV0rtqUcffTR27tyJW265BZdccgk6OzsBAAMDA1WVcwMDAzj22GMnPK6qqlBVtWa9oij8H5dmhPcQzRTvIWoE3kc0U7yHaKbm8h5ytbUj3NaOZePaZC3LRHJ4uHpsu8JYd4nBQei5HIZ2bMPQjm01x/QEglWTURTHugt3dkFROQndbOHXIpop3kO0v5p938zrcC6TyUAUxap1kiTBsiwAwPLly9HZ2Yl169aVwrhEIoHnn38eX/jCF5p9ukRERERENE+JooRQewdC7R1YdszxVdsMXUd8sL80m+xY317ECs9TY6PIJhPIJhPo3bS+5rj+llZEK2aSDRcmpwi1d0CS5/WvW0RENE/M6+8WH/jAB3DzzTdjyZIlOPLII/Hyyy/jjjvuwGc+8xkAgCAIuOqqq/DNb34TK1euxPLly3H99deju7sbF1xwwdyePBERERERHRBkRUFLz2K09Cyu2ZbPZUutsWO9lTPK7kUunUJqZBipkWHseuO1qvcJoohwR2cprKusugtEWyGMK0IgIqKD17wO5773ve/h+uuvx+WXX47BwUF0d3fj85//PP7xH/+xtM+Xv/xlpNNpfO5zn0MsFsNpp52GRx55BG43y8uJiIiIiGhmXG4POpYfgo7lh9RsyyYTFWFduepurL8XhqaV1m9/+cWq98mKC+Fie+y48M4TDHFiCiKig8y8DucCgQDuvPNO3HnnnRPuIwgCvvGNb+Ab3/hG806MiIiIiIgOep5AEJ5AEN2rVlett20bqbERjPX2lsK6YogXH+iDoecxvGsHhnftqDmm6vVVjGnXjUh3D6KF56rX26QrIyKiZprX4RwREREREdGBRhAEBKKtCERbseSot1Vts0wTiaHBqiq7YtVdYngIWiaN/q2b0b91c81xvaFw/YkpOrogu1zNujwiImowhnNERERERERNIkoSwp1dCHd2Yflxb6/aZuTziA30VY1rV3zMxGOlZe+GN6sPKggItrZXBXaRrh5EOrsRbGuHKElNvEIiIpouhnNERERERETzgOxyoXXxUrQuXlqzTcuknaCuzsQU+WwGiaEBJIYGsPO1l6veJ0oywh2diHQ7rbHRUtVdD3yRKMe3IyKaBxjOERERERERzXOq14fOQ1ai85CVVett20Y2Ecdo317ExlXbxfqd8e1Ge/dgtHdPzTEV1V2YmKKnMDFF4Xl3Dzz+QLMujYjooMdwjoiIiIiI6AAlCAK8oTC8oTAWHX5k1TbbspAcHa4zMcVexAcHoGs5DO3YhqEd22qO6/YHqltkK0I8xe1u1uURER0UGM4REREREREtQIIoItjajmBrO5a+7diqbaZhID44UArrYoXgbrSvF6mRYeRSSfRt3oi+zRtrjuuPthQq7QqhXaFlNtzRCUlWmnR1REQLB8M5IiIiIiKig4wky4h29yDa3VOzTddyiPXXn5gim0wgNTqC1OgIdr/1etX7BEFEqL0Dka7ucrtsVw+iXT0ItLRCEMVmXR4R0QGF4RwRERERERGVKKobbUuXo23p8pptuVQKY/0VoV1vsV22F3oui9hAH2IDfcArL1W9T1IUhDu6SmPaVY5x5w2FOTEFER3UGM4RERERERHRlLj9fnQdehi6Dj2sar1t20jHxupW28UH+mDqOkb27MLInl01x3R5vBXj23Uj0NaB7NAAUqMjCLW1QRSlZl0eEdGcYDhHREREREREMyIIAvyRKPyRKBYfcXTVNssykRwewlivM6ZdrGJiisTQEPLZDAa2bcHAti1V7/vxow9ClGQEWlqcsfPa2hFobSuNo+c8b4PscjXzUomIGo7hHBEREREREc0aUZQQau9EqL0Ty449oWqboeuID/SXwrqx/l6M7t2Dgd07YeWysExn4or44MCEx/eGwggWQrtAW3shvGtDsPBc9fnYNktE8xrDOSIiIiIiIpoTsqKgZdFitCxaXFqn6zoeeughvPe950BLJpEcHkJieBCJoUEkR4aQGBpEYth51LUcMvEYMvEY+rdurvsZittTEda1IVCowgu2OOt8kQhbZ4loTjGcIyIiIiIionlHFKVCRVwbenBEzXbbtpFLpwph3aAT4lU+Hx5CJh6DnstOON4dAIiShEBLa7lltq0dgZZy5V2gtRWKS53tyyWigxjDOSIiIiIiIjrgCIIAjz8Ajz+AjuWH1N1Hz2tIDg+XK++GC1V3w4NIDA0hNToMyzSn1zrbWhncOc/dPj9bZ4lovzGcIyIiIiIiogVJcamIdvcg2t1Td7tlmUiPjZUq7hLDQ06AV2ydHR6CnstOvXW2ENZVVt6xdZaI9oXhHBERERERER2URLHQ0trSOmnrbGXLbGJ4CMmK51NtnfVHWxFsayuNdReomLgi0NrG1lmigxjDOSIiIiIiIqI6Kltn25etqLtPZets5eQVxdfJEad1NjE0gMTQ5K2zTsVdW2nG2crZZ93+AFtniRYohnNERERERERE+2nKrbOVs85WhXjVrbMD2yZonVXdpSq7YOXkFYXn/miUrbNEByiGc0RERERERESzpKp19rDVNdtt24aWTleFdYnhwdrWWS03aeusIIoItLSWq+5a28tVeG3tCLS0QlHds325RLQfGM4RERERERERzRFBEOD2++H2+/fZOluquCu20BbbZ0uts07ANxFPMFQK74rBXaCiCo+ts0Rzg+EcERERERER0Tw2pdbZ2BgSQ0O1wV0h0Mtns8gm4sgm4pO2zgZaizPNjh/7rg3+SAtEia2zRI3GcI6IiIiIiIjoACaKEgLRVgSiU2idrRPcJYYGS62zo3t3Y3Tv7rqfU2ydDbQUA7z20gy0xQCPrbNE08dwjoiIiIiIiGgBm0rrrJHPIzkyVKq+SwwPIVkcB29kCMnhYVimUWqd3bvhzbrH8QSCpeCu3DJbbqH1BIJsnSUah+EcERERERER0UFOdrkQ6epBpGvfrbPJigo8J9AbLLfOJhPIJhMY2Lal/ueoanncu6oZZ51qPLbO0sGI4RwRERERERERTaqydRYTtc5m0qUZZ5N1WmjTsTEYmrbP1ll/tKUU3FWNfVeowmPrLC00DOeIiIiIiIiIaEYEQYDb54fbN4XW2dJYdxUh3vBgqXU2OTyE5PDQpK2zlbPMlmegdarwZLdnNi+VqOEYzhERERERERHRrNtX66xtWU7rbHGsu+Gh6rHvxrXODm7fWv9zVBWQFdz31B/g8nrhcnvgcnuguN1weTxQCq9dbrfz3FPY5vaUXhffI6sqx8ijWcdwjoiIiIiIiIjmXLGl1R9tQfeq2tZZAMilU+PGuisEeIXwrtg6C03DSDrVgJMSyiGeuxziuTweKGpF2Fd67XX293jgUscFfx4nEJRkZebnRQsKwzkiIiIiIiIiOiBMpXV2bKAPj/3xj3j78cfBMnTo2SzyuRzy2Qx0LYd8Ngs9l3UeC6/zuSz0XK7w6OwP2wZs29mezSLdoGuQZHlcoDdZNZ+3VPFXtwLQ44HiUiGIYoPOjuYCwzkiIiIiIiIiWhBklwvhzm64W9ux5KhjoCj7V6VmWxaMfB75nBPclQK9yhCvGPrlKsK+wut6201dBwCYhgEzlUQulWzYdZdDvupArzL0q3w9vpqvsqVXcXsg7+e/G+0fhnNERERERERERBUEUYTidkNxu+FDpCHHNA1jXHVedaBXDPjyuRz0XKbwWKj4K4V+OejZ8jbbtgAAupaDruUacp4AIEpyuT3XXW9MvnKr70Rj9lWtc7tZ3TcJhnNERERERERERLNMkmVIfj/cfn9DjmfbNoy8Vluxl8vVVvqVAr3qULD0OpeDns3C0PMAAMs0kEunkGvEuH0FsqqWW3PrVuxVh3kuj3fSUFBSlAUzWQfDOSIiIiIiIiKiA4wgCFBUNxTV3bBjWqZZN+ArBXvj12Wz+wgFs6XqPkPTYGgaMvFYQ85VlKRCdeMkrbseb6nlt2q8vsrJOiq2iaLUkHObLoZzREREREREREQEUZJKk240gm3bMPR8dXA3LuArvq6anCObRV6rH/YZeQ2AEyRq6TS0dKOm6gBklwqXxwO9yRV5DOeIiIiIiIiIiKjhBEGA4lKhuFR4g6GGHNOyzIpx+upU+GUrWne1yjH7ymP5lVuBM051n1Wo7strMPIacoXJO5qF4RwRERERERERER0QRFGC6vVB9foacjzbtmHqesVEHTkM9vXhul//sSHHnwqGc0REREREREREdFASBAGyywXZ5QIK1X2iL9DUc+A8tkRERERERERERHOE4RwREREREREREdEcYThHREREREREREQ0RxjOERERERERERERzRGGc0RERERERERERHOE4RwREREREREREdEcmffh3N69e3HxxRejpaUFHo8HRx99NF588cXSdtu28Y//+I/o6uqCx+PB2rVrsXnz5jk8YyIiIiIiIiIioqmZ1+Hc2NgY1qxZA0VR8PDDD+Ott97C7bffjkgkUtrn1ltvxV133YUf/OAHeP755+Hz+XDOOecgl8vN4ZkTERERERERERHtmzzXJzCZb3/721i8eDF+8pOflNYtX7689Ny2bdx555247rrr8MEPfhAAcO+996KjowO/+c1vcNFFFzX9nImIiIiIiIiIiKZqXodzDz74IM455xx89KMfxZNPPomenh5cfvnluPTSSwEA27dvR39/P9auXVt6TygUwsknn4xnn312wnBO0zRomlZ6nUgkAAC6rkPX9Vm8IlqoivcN7x/aX7yHqBF4H9FM8R6imeI9RI3A+4hmivcQzVSz7x3Btm27qZ84DW63GwBwzTXX4KMf/SheeOEFXHnllfjBD36ASy65BM888wzWrFmD3t5edHV1ld534YUXQhAE/OIXv6h73BtvvBE33XRTzfr7778fXq93di6GiIiIiIiIiIjmvUwmg0984hOIx+MIBoOz/nnzunLOsiy8/e1vx7e+9S0AwHHHHYc33nijFM7tr69+9au45pprSq8TiQQWL16MM844Ay0tLTM+bzr46LqORx99FGeffTYURZnr06EDEO8hagTeRzRTvIdopngPUSPwPqKZ4j1EMzUyMtLUz5vX4VxXVxeOOOKIqnWrV6/Gf//3fwMAOjs7AQADAwNVlXMDAwM49thjJzyuqqpQVbVmvaIo/B+XZoT3EM0U7yFqBN5HNFO8h2imeA9RI/A+opniPUT7q9n3zbyerXXNmjXYuHFj1bpNmzZh6dKlAJzJITo7O7Fu3brS9kQigeeffx6nnHJKU8+ViIiIiIiIiIhouuZ15dzVV1+NU089Fd/61rdw4YUX4i9/+Qt++MMf4oc//CEAQBAEXHXVVfjmN7+JlStXYvny5bj++uvR3d2NCy64YMqfUxx2L5lMMlWn/aLrOjKZDBKJBO8h2i+8h6gReB/RTPEeopniPUSNwPuIZor3EM1UMpkEUM6LZtu8nhACAH7/+9/jq1/9KjZv3ozly5fjmmuuKc3WCjj/UDfccAN++MMfIhaL4bTTTsO//uu/YtWqVVP+jG3btuGQQw6ZjdMnIiIiIiIiIqID0NatW7FixYpZ/5x5H841QywWQyQSwa5duxAKheb6dOgAVJxUZPfu3U2ZyYUWHt5D1Ai8j2imeA/RTPEeokbgfUQzxXuIZioej2PJkiUYGxtDOBye9c+b122tzSKKztB7oVCI/+PSjASDQd5DNCO8h6gReB/RTPEeopniPUSNwPuIZor3EM1UMS+a9c9pyqcQERERERERERFRDYZzREREREREREREc4ThHABVVXHDDTdAVdW5PhU6QPEeopniPUSNwPuIZor3EM0U7yFqBN5HNFO8h2immn0PcUIIIiIiIiIiIiKiOcLKOSIiIiIiIiIiojnCcI6IiIiIiIiIiGiOMJwjIiIiIiIiIiKaIwzniIiIiIiIiIiI5siCCOduueUWnHjiiQgEAmhvb8cFF1yAjRs3Vu2Ty+XwxS9+ES0tLfD7/fjwhz+MgYGBqn3+4R/+ASeccAJUVcWxxx5b8zk7duyAIAg1y3PPPTebl0dN0Kx7CABs28Z3vvMdrFq1CqqqoqenBzfffPNsXRo1UbPuoxtvvLHu1yKfzzebl0dN0MyvRX/4wx/wjne8A4FAAG1tbfjwhz+MHTt2zNKVUbM08x564IEHcOyxx8Lr9WLp0qW47bbbZuuyqMkacR+9+uqr+PjHP47FixfD4/Fg9erV+Od//ueaz3riiSdw/PHHQ1VVHHroobjnnntm+/KoCZp1D/X19eETn/gEVq1aBVEUcdVVVzXj8qgJmnUP/epXv8LZZ5+NtrY2BINBnHLKKfjDH/7QlGuk2des++jpp5/GmjVr0NLSAo/Hg8MPPxzf/e53p3WuCyKce/LJJ/HFL34Rzz33HB599FHouo73vOc9SKfTpX2uvvpq/O53v8Mvf/lLPPnkk+jt7cWHPvShmmN95jOfwcc+9rFJP+9Pf/oT+vr6SssJJ5zQ8Gui5mrmPXTllVfiRz/6Eb7zne9gw4YNePDBB3HSSSfNynVRczXrPvrSl75U9TWor68PRxxxBD760Y/O2rVRczTrHtq+fTs++MEP4swzz8Qrr7yCP/zhDxgeHq57HDqwNOseevjhh/G3f/u3uOyyy/DGG2/gX//1X/Hd734X3//+92ft2qh5GnEfvfTSS2hvb8fPfvYzvPnmm/j617+Or371q1X3yPbt2/H+978fZ5xxBl555RVcddVV+OxnP8tfjBeAZt1Dmqahra0N1113HY455pimXiPNrmbdQ0899RTOPvtsPPTQQ3jppZdwxhln4AMf+ABefvnlpl4vzY5m3Uc+nw9XXHEFnnrqKaxfvx7XXXcdrrvuOvzwhz+c+snaC9Dg4KANwH7yySdt27btWCxmK4pi//KXvyzts379ehuA/eyzz9a8/4YbbrCPOeaYmvXbt2+3Adgvv/zybJ06zROzdQ+99dZbtizL9oYNG2bt3Gn+mK37aLxXXnnFBmA/9dRTDTt3mh9m6x765S9/acuybJumWVr34IMP2oIg2Pl8vvEXQnNmtu6hj3/84/ZHPvKRqnV33XWXvWjRItuyrMZeBM25md5HRZdffrl9xhlnlF5/+ctfto888siqfT72sY/Z55xzToOvgObabN1DlU4//XT7yiuvbOh50/zRjHuo6IgjjrBvuummxpw4zSvNvI/+5m/+xr744ounfG4LonJuvHg8DgCIRqMAnKRT13WsXbu2tM/hhx+OJUuW4Nlnn5328c8//3y0t7fjtNNOw4MPPtiYk6Z5Zbbuod/97ndYsWIFfv/732P58uVYtmwZPvvZz2J0dLSxF0Dzwmx/LSr60Y9+hFWrVuGd73znzE6Y5p3ZuodOOOEEiKKIn/zkJzBNE/F4HP/v//0/rF27FoqiNPYiaE7N1j2kaRrcbnfVOo/Hgz179mDnzp0NOHOaTxp1H8Xj8dIxAODZZ5+tOgYAnHPOOTP6nkjz02zdQ3TwaNY9ZFkWkskk77MFqln30csvv4xnnnkGp59++pTPbcGFc5Zl4aqrrsKaNWtw1FFHAQD6+/vhcrkQDoer9u3o6EB/f/+Uj+33+3H77bfjl7/8Jf7nf/4Hp512Gi644AIGdAvMbN5D27Ztw86dO/HLX/4S9957L+655x689NJL+MhHPtLIS6B5YDbvo0q5XA733Xcf/u7v/m6mp0zzzGzeQ8uXL8cf//hHfO1rX4OqqgiHw9izZw8eeOCBRl4CzbHZvIfOOecc/OpXv8K6detgWRY2bdqE22+/HYAzBhQtHI26j5555hn84he/wOc+97nSuv7+fnR0dNQcI5FIIJvNNvZCaM7M5j1EB4dm3kPf+c53kEqlcOGFFzbs/Gl+aMZ9tGjRIqiqire//e344he/iM9+9rNTPj956pdyYPjiF7+IN954A08//XTDj93a2oprrrmm9PrEE09Eb28vbrvtNpx//vkN/zyaG7N5D1mWBU3TcO+992LVqlUAgP/4j//ACSecgI0bN+Kwww5r+GfS3JjN+6jSr3/9aySTSVxyySWz+jnUfLN5D/X39+PSSy/FJZdcgo9//ONIJpP4x3/8R3zkIx/Bo48+CkEQGv6Z1HyzeQ9deuml2Lp1K8477zzouo5gMIgrr7wSN954I0Rxwf3t96DWiPvojTfewAc/+EHccMMNeM973tPAs6MDAe8hmqlm3UP3338/brrpJvz2t79Fe3v7fn8WzU/NuI/+93//F6lUCs899xy+8pWv4NBDD8XHP/7xKR17Qf30dMUVV+D3v/89Hn/8cSxatKi0vrOzE/l8HrFYrGr/gYEBdHZ2zugzTz75ZGzZsmVGx6D5Y7bvoa6uLsiyXArmAGD16tUAgF27ds3s5GneaObXoh/96Ec477zzaioP6MA22/fQv/zLvyAUCuHWW2/Fcccdh3e961342c9+hnXr1uH5559v1GXQHJrte0gQBHz7299GKpXCzp070d/fX5rcaMWKFQ25Bpp7jbiP3nrrLZx11ln43Oc+h+uuu65qW2dnZ81MwQMDAwgGg/B4PI29GJoTs30P0cLXrHvoP//zP/HZz34WDzzwQE27PR34mnUfLV++HEcffTQuvfRSXH311bjxxhunfI4LIpyzbRtXXHEFfv3rX+Oxxx7D8uXLq7afcMIJUBQF69atK63buHEjdu3ahVNOOWVGn/3KK6+gq6trRsegudese2jNmjUwDANbt24trdu0aRMAYOnSpTO8Cpprzf5atH37djz++ONsaV1AmnUPZTKZmuomSZIAOBW+dOBq9tchSZLQ09MDl8uFn//85zjllFPQ1tY24+ugudWo++jNN9/EGWecgUsuuQQ333xzzeeccsopVccAgEcffXTGP5/T3GvWPUQLVzPvoZ///Of49Kc/jZ///Od4//vfPzsXRHNiLr8WFbvmpnOyB7wvfOELdigUsp944gm7r6+vtGQymdI+l112mb1kyRL7scces1988UX7lFNOsU855ZSq42zevNl++eWX7c9//vP2qlWr7Jdfftl++eWXbU3TbNu27Xvuuce+//777fXr19vr16+3b775ZlsURfvHP/5xU6+XGq9Z95Bpmvbxxx9vv+td77L/+te/2i+++KJ98skn22effXZTr5dmR7Puo6LrrrvO7u7utg3DaMr10exr1j20bt06WxAE+6abbrI3bdpkv/TSS/Y555xjL126tOqz6MDTrHtoaGjIvvvuu+3169fbL7/8sv0P//APttvttp9//vmmXi/NjkbcR6+//rrd1tZmX3zxxVXHGBwcLO2zbds22+v12tdee629fv16+1/+5V9sSZLsRx55pKnXS43XrHvItu3S16cTTjjB/sQnPmG//PLL9ptvvtm0a6XZ0ax76L777rNlWbb/5V/+pWqfWCzW1Oul2dGs++j73/++/eCDD9qbNm2yN23aZP/oRz+yA4GA/fWvf33K57ogwjkAdZef/OQnpX2y2ax9+eWX25FIxPZ6vfbf/M3f2H19fVXHOf300+seZ/v27bZtO+Hc6tWrba/XaweDQfukk06qmnKXDlzNuods27b37t1rf+hDH7L9fr/d0dFhf+pTn7JHRkaadKU0m5p5H5mmaS9atMj+2te+1qSro2Zo5j3085//3D7uuONsn89nt7W12eeff769fv36Jl0pzZZm3UNDQ0P2O97xDtvn89ler9c+66yz7Oeee66JV0qzqRH30Q033FD3GEuXLq36rMcff9w+9thjbZfLZa9YsaLqM+jA1cx7aCr70IGnWffQRN/vLrnkkuZdLM2aZt1Hd911l33kkUeWsqLjjjvO/td//VfbNM0pn6tQOGEiIiIiIiIiIiJqsgUx5hwREREREREREdGBiOEcERERERERERHRHGE4R0RERERERERENEcYzhEREREREREREc0RhnNERERERERERERzhOEcERERERERERHRHGE4R0RERERERERENEcYzhEREREREREREc0RhnNERERERERERERzhOEcERER0QLzqU99CoIgQBAEKIqCjo4OnH322fjxj38My7KmfJx77rkH4XB49k6UiIiIiBjOERERES1E733ve9HX14cdO3bg4YcfxhlnnIErr7wS5513HgzDmOvTIyIiIqIChnNEREREC5Cqqujs7ERPTw+OP/54fO1rX8Nvf/tbPPzww7jnnnsAAHfccQeOPvpo+Hw+LF68GJdffjlSqRQA4IknnsCnP/1pxOPxUhXejTfeCADQNA1f+tKX0NPTA5/Ph5NPPhlPPPHE3FwoERER0QGO4RwRERHRQeLMM8/EMcccg1/96lcAAFEUcdddd+HNN9/ET3/6Uzz22GP48pe/DAA49dRTceeddyIYDKKvrw99fX340pe+BAC44oor8Oyzz+I///M/8dprr+GjH/0o3vve92Lz5s1zdm1EREREByrBtm17rk+CiIiIiBrnU5/6FGKxGH7zm9/UbLvooovw2muv4a233qrZ9l//9V+47LLLMDw8DMAZc+6qq65CLBYr7bNr1y6sWLECu3btQnd3d2n92rVrcdJJJ+Fb3/pWw6+HiIiIaCGT5/oEiIiIiKh5bNuGIAgAgD/96U+45ZZbsGHDBiQSCRiGgVwuh0wmA6/XW/f9r7/+OkzTxKpVq6rWa5qGlpaWWT9/IiIiooWG4RwRERHRQWT9+vVYvnw5duzYgfPOOw9f+MIXcPPNNyMajeLpp5/G3/3d3yGfz08YzqVSKUiShJdeegmSJFVt8/v9zbgEIiIiogWF4RwRERHRQeKxxx7D66+/jquvvhovvfQSLMvC7bffDlF0hiF+4IEHqvZ3uVwwTbNq3XHHHQfTNDE4OIh3vvOdTTt3IiIiooWK4RwRERHRAqRpGvr7+2GaJgYGBvDII4/glltuwXnnnYdPfvKTeOONN6DrOr73ve/hAx/4AP785z/jBz/4QdUxli1bhlQqhXXr1uGYY46B1+vFqlWr8Ld/+7f45Cc/idtvvx3HHXcchoaGsG7dOrztbW/D+9///jm6YiIiIqIDE2drJSIiIlqAHnnkEXR1dWHZsmV473vfi8cffxx33XUXfvvb30KSJBxzzDG444478O1vfxtHHXUU7rvvPtxyyy1Vxzj11FNx2WWX4WMf+xja2tpw6623AgB+8pOf4JOf/CT+v//v/8Nhhx2GCy64AC+88AKWLFkyF5dKREREdEDjbK1ERERERERERERzhJVzREREREREREREc4ThHBERERERERER0RxhOEdERERERERERDRHGM4RERERERERERHNEYZzREREREREREREc4ThHBERERERERER0RxhOEdERERERERERDRHGM4RERERERERERHNEYZzREREREREREREc4ThHBERERERERER0RxhOEdERERERERERDRH/n8ZegyeWi/rcQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "house_prices = economics.get_house_prices()\n", "\n", "display(house_prices)\n", "\n", "house_prices[\n", " [\"Australia\", \"Turkey\", \"United States\", \"United Kingdom\", \"Spain\", \"Brazil\"]\n", "].plot(\n", " figsize=(15, 5),\n", " title=\"House Prices Index\",\n", " grid=True,\n", " xlabel=\"Date\",\n", " ylabel=\"House Prices (Base 100 = 2015)\",\n", ")" ] }, { "cell_type": "markdown", "id": "f441c4a6", "metadata": {}, "source": [ "Given that the models layer for the economics module, as part of the Finance Toolkit architecture, mostly just collects data. It is also possible to directly use this functions instead. As an example, to get the unemployment rates for all countries." ] }, { "cell_type": "code", "execution_count": 6, "id": "70ffb458", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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..................................................................
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2024Q20.0406280.0510000.0556670.0406670.0623330.0813660.1020480.0852350.0506670.027333...0.0640000.0536670.0350000.0280000.1156670.083000NaN0.0880000.0420.040000
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278 rows × 44 columns

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" ], "text/plain": [ " Australia Austria Belgium Bulgaria Canada Chile Colombia \\\n", "1955Q1 NaN NaN NaN NaN 0.048000 NaN NaN \n", "1955Q2 NaN NaN NaN NaN 0.044333 NaN NaN \n", "1955Q3 NaN NaN NaN NaN 0.040667 NaN NaN \n", "1955Q4 NaN NaN NaN NaN 0.038333 NaN NaN \n", "1956Q1 NaN NaN NaN NaN 0.037000 NaN NaN \n", "... ... ... ... ... ... ... ... \n", "2023Q2 0.036150 0.050000 0.056333 0.044000 0.052667 0.083022 0.099753 \n", "2023Q3 0.036631 0.054333 0.053667 0.045333 0.055333 0.086772 0.096295 \n", "2023Q4 0.038831 0.051667 0.055333 0.044333 0.057667 0.090260 0.104768 \n", "2024Q1 0.038960 0.049000 0.057000 0.045333 0.058667 0.085982 0.107621 \n", "2024Q2 0.040628 0.051000 0.055667 0.040667 0.062333 0.081366 0.102048 \n", "\n", " Costa Rica Croatia Czech Republic ... Portugal Slovakia \\\n", "1955Q1 NaN NaN NaN ... NaN NaN \n", "1955Q2 NaN NaN NaN ... NaN NaN \n", "1955Q3 NaN NaN NaN ... NaN NaN \n", "1955Q4 NaN NaN NaN ... NaN NaN \n", "1956Q1 NaN NaN NaN ... NaN NaN \n", "... ... ... ... ... ... ... \n", "2023Q2 0.095574 0.061333 0.026000 ... 0.064333 0.058333 \n", "2023Q3 0.081069 0.060667 0.027000 ... 0.062667 0.058667 \n", "2023Q4 0.072802 0.057000 0.027333 ... 0.065333 0.055333 \n", "2024Q1 0.078269 0.053000 0.028667 ... 0.065667 0.055333 \n", "2024Q2 0.085235 0.050667 0.027333 ... 0.064000 0.053667 \n", "\n", " Slovenia South Korea Spain Sweden Switzerland Turkey \\\n", "1955Q1 NaN NaN NaN NaN NaN NaN \n", "1955Q2 NaN NaN NaN NaN NaN NaN \n", "1955Q3 NaN NaN NaN NaN NaN NaN \n", "1955Q4 NaN NaN NaN NaN NaN NaN \n", "1956Q1 NaN NaN NaN NaN NaN NaN \n", "... ... ... ... ... ... ... \n", "2023Q2 0.037000 0.026000 0.120000 0.074667 0.039052 0.097000 \n", "2023Q3 0.037667 0.026333 0.120000 0.078000 0.041078 0.091333 \n", "2023Q4 0.035000 0.028333 0.119000 0.080000 0.040571 0.087667 \n", "2024Q1 0.033333 0.028000 0.118000 0.083000 0.040504 0.088000 \n", "2024Q2 0.035000 0.028000 0.115667 0.083000 NaN 0.088000 \n", "\n", " United Kingdom United States \n", "1955Q1 NaN 0.047333 \n", "1955Q2 NaN 0.044000 \n", "1955Q3 NaN 0.041000 \n", "1955Q4 NaN 0.042333 \n", "1956Q1 NaN 0.040333 \n", "... ... ... \n", "2023Q2 0.042 0.035667 \n", "2023Q3 0.041 0.037000 \n", "2023Q4 0.038 0.037333 \n", "2024Q1 0.043 0.038000 \n", "2024Q2 0.042 0.040000 \n", "\n", "[278 rows x 44 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from financetoolkit.economics import oecd_model\n", "\n", "oecd_model.get_unemployment_rate(period=\"quarterly\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }