diff --git a/columns.csv b/columns.csv new file mode 100644 index 00000000..819ddde6 --- /dev/null +++ b/columns.csv @@ -0,0 +1,197 @@ +Column Name +Tract +ZIP +County_x +ApproxLoc +TotPop19 +CIscore +CIscoreP +Ozone +OzoneP +PM2_5 +PM2_5_P +DieselPM +DieselPM_P +Pesticide +PesticideP +Tox_Rel +Tox_Rel_P +Traffic +TrafficP +DrinkWat +DrinkWatP +Lead +Lead_P +Cleanup +CleanupP +GWThreat +GWThreatP +HazWaste +HazWasteP +ImpWatBod +ImpWatBodP +SolWaste +SolWasteP +PollBurd +PolBurdSc +PolBurdP +Asthma +AsthmaP +LowBirtWt +LowBirWP +Cardiovas +CardiovasP +Educatn +EducatP +Ling_Isol +Ling_IsolP +Poverty +PovertyP +Unempl +UnemplP +HousBurd +HousBurdP +PopChar +PopCharSc +PopCharP +Child_10 +Pop_10_64 +Elderly65 +Hispanic +White +AfricanAm +NativeAm +OtherMult +Shape_Leng +Shape_Area +AAPI +geometry +Project IDNumber +Reporting Cycle Name +Agency Name +Program Name +Program Description +Sub Program Name +Record Type +Project Name +Project Type +Project Description +Census Tract +Address +Lat Long +"Senate +District" +"Assembly +District" +County_y +Total Project Cost +Total Program GGRFFunding +Project Life Years +Total Project GHGReductions +Annual Project GHGReductions +Project Count +Fiscal Year Funding Project +Is Benefit Disadvantaged Communities +Disadvantaged Community Criteria +Disadvantaged Community Need +Disadvantaged Community Census Tracts +Total GGRFDisadvantaged Community Funding +Disadvantaged Community Benefits Description +Funding Benefiting Disadvantaged Communities +Estimated Num Vehicles In Service +Funding Within Disadvantage Communities +Other Project Benefits Description +VMTReductions +Number Of Housing Units +Number Of Affordable Housing Units +Estimated Number Of Trees To Be Planted +Energy Cost Savings +Estimated Energy Saved KWH +Estimated Energy Saved Therms +Estimated Water Saved Gallons +Estimated Energy Generated KWH +Estimated Fuel Use Reduction Gal +Vouchers Benefiting Disadvantaged Communities +Number Of Rebates Issued +Rebates Within Disadvantaged Communities +Date Operational +Project Completion Date +Date Imported +Funding Recipient +AB1550Choice +Buffer Amount +Buffer Count +Is AB1550Buffer Region +CESVersion +CESVersion Calc +DAC1550Amount +DAC1550Count +Is Benefit DAC1550Communities +DACTable +FG17Comm Need +FG17Comm Need Qual +DACCommunity Benefit Critieria Met +Date Selected For Award +Low Income Amount +Low Income Count +Low Income Housing Amount +Low Income Housing Count +Is Low Income Communities +Potential Buffer Amount +Potential Buffer Count +Potential DAC1550Amount +Potential DAC1550Count +Potential Low Income Amount +Potential Low Income Count +Estimated Acres Preserved +Estimated Acres Restored +Estimated Acres Treated +Estimated Diverted From Landfills Tons +Renewable Fuel Generation Tons +Wood Burning Reduction Cords +Estimated Ridership Increases +Black Carbon Reductions Pounds +StateEW_DPM +StateEW_Nox +StateEW_PM25 +StateEW_ROG +Diesel Pm Reductions Pounds +NOx Reductions Pounds +Pm25Reductions Pounds +Rog Reductions Pounds +Estimated Total Recycling Tons +Estimated Waste Digested Tons +Reclaimed Food Tons +NUMBER OF PLANS +POLLINATOR ACREAGE +RESEARCH GRANT +SCIENCE ADVANCEMENT +SOIL BENEFIT +TRAVEL COST SAVINGS +EST ENERGY GEN SCF +EST SOURCE RED TONS +FUEL TREATMENT NUM +EDUCATION EVENT NUM +ENERGY AUDIT BUILDINGS +EST DIVERT LANDFILLS TONS +EST FUEL GEN GAL +Voucher ID +Voucher Name +Voucher Description +Direct Jobs Fte +Indirect Jobs Fte +Induced Jobs Fte +Climate Adaptation +Community Engagement +Compost Produced Tons +Compost Produced Tons Yr +Net Density DUA +Applicants Assisted +Invasive Cover 12 Months +Invasive Cover 36 Months +Project Acreage +IS IAE +Intermediary Admin Expenses Calc +PRIMARY_FUNDING_RECIPIENT_TYPE +TRIBAL AFFILIATION +PROJECT PARTNERS diff --git a/initial_view/some_descriptives.ipynb b/initial_view/some_descriptives.ipynb index de9275c2..1b5dd5fc 100644 --- a/initial_view/some_descriptives.ipynb +++ b/initial_view/some_descriptives.ipynb @@ -9,12 +9,13 @@ "#### Goal: Analyze the relationship between climate investment and environmental justice in California\n", "#### This notebook: descriptives and visualizations of the data\n", "##### Author: [dpadams](dpadams@fullerton.edu)\n", - "##### Date: 2024-09-22\n" + "##### Date: 2024-10-17\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -25,104 +26,7 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: geopandas in ./.venv/lib/python3.12/site-packages (1.0.1)\n", - "Requirement already satisfied: requests in ./.venv/lib/python3.12/site-packages (2.32.3)\n", - "Requirement already satisfied: scikit-learn in ./.venv/lib/python3.12/site-packages (1.5.2)\n", - "Requirement already satisfied: numpy>=1.22 in ./.venv/lib/python3.12/site-packages (from geopandas) (2.1.1)\n", - "Requirement already satisfied: pyogrio>=0.7.2 in ./.venv/lib/python3.12/site-packages (from geopandas) (0.10.0)\n", - "Requirement already satisfied: packaging in ./.venv/lib/python3.12/site-packages (from geopandas) (24.1)\n", - "Requirement already satisfied: pandas>=1.4.0 in ./.venv/lib/python3.12/site-packages (from geopandas) (2.2.3)\n", - "Requirement already satisfied: pyproj>=3.3.0 in ./.venv/lib/python3.12/site-packages (from geopandas) (3.6.1)\n", - "Requirement already satisfied: shapely>=2.0.0 in ./.venv/lib/python3.12/site-packages (from geopandas) (2.0.6)\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in ./.venv/lib/python3.12/site-packages (from requests) (3.3.2)\n", - "Requirement already satisfied: idna<4,>=2.5 in ./.venv/lib/python3.12/site-packages (from requests) (3.10)\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in ./.venv/lib/python3.12/site-packages (from requests) (2.2.3)\n", - "Requirement already satisfied: certifi>=2017.4.17 in ./.venv/lib/python3.12/site-packages (from requests) (2024.8.30)\n", - "Requirement already satisfied: scipy>=1.6.0 in ./.venv/lib/python3.12/site-packages (from scikit-learn) (1.14.1)\n", - "Requirement already satisfied: joblib>=1.2.0 in ./.venv/lib/python3.12/site-packages (from scikit-learn) (1.4.2)\n", - "Requirement already satisfied: threadpoolctl>=3.1.0 in ./.venv/lib/python3.12/site-packages (from scikit-learn) (3.5.0)\n", - "Requirement already satisfied: python-dateutil>=2.8.2 in ./.venv/lib/python3.12/site-packages (from pandas>=1.4.0->geopandas) (2.9.0.post0)\n", - "Requirement already satisfied: pytz>=2020.1 in ./.venv/lib/python3.12/site-packages (from pandas>=1.4.0->geopandas) (2024.2)\n", - "Requirement already satisfied: tzdata>=2022.7 in ./.venv/lib/python3.12/site-packages (from pandas>=1.4.0->geopandas) (2024.2)\n", - "Requirement already satisfied: six>=1.5 in ./.venv/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas>=1.4.0->geopandas) (1.16.0)\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], - "source": [ - "%pip install geopandas requests scikit-learn" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "zsh:1: no such file or directory: /home/dadams/CSU\n" - ] - } - ], - "source": [ - "# Install necessary libraries if not already installed\n", - "import sys\n", - "!{sys.executable} -m pip install geopandas shapely fiona pyproj matplotlib pandas numpy seaborn psycopg2-binary scikit-learn requests\n", - "\n", - "# Importing the installed libraries for spatial and demographic data analysis\n", - "import geopandas as gpd\n", - "import pandas as pd\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "from shapely.geometry import Point\n", - "import requests\n", - "from sklearn.preprocessing import StandardScaler" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "# Set up some default plot aesthetics using seaborn\n", - "sns.set(style=\"whitegrid\")" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: psycopg2-binary in ./.venv/lib/python3.12/site-packages (2.9.9)\n", - "Requirement already satisfied: sqlalchemy in ./.venv/lib/python3.12/site-packages (2.0.35)\n", - "Requirement already satisfied: typing-extensions>=4.6.0 in ./.venv/lib/python3.12/site-packages (from sqlalchemy) (4.12.2)\n", - "Requirement already satisfied: greenlet!=0.4.17 in ./.venv/lib/python3.12/site-packages (from sqlalchemy) (3.1.1)\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], - "source": [ - "%pip install psycopg2-binary sqlalchemy" - ] - }, - { - "cell_type": "code", - "execution_count": 35, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -137,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -158,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -174,7 +78,7 @@ " dtype='object', length=194)" ] }, - "execution_count": 38, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -187,12 +91,12 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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CAgJK/Fs/99xzePHFF5GQkIAuXbqgWbNmFvs7deqEvn37ok2bNnB3d8f58+fx9ddfIzg4uNJrUjVr1gwvvPACoqKiYGdnh169euHatWt4++234efnh9dee82ifM+ePdGgQQOMHz8eSUlJhYJhec59SVq3bo1NmzZh+fLlaN++Pezs7CyCWo8ePdCyZUvs2bMHzz77LOrVq1epvwNRmVTzBH2if5SCdyMKIURKSooYN26c8PHxEUqlUvj7+4sZM2ZISweYnTx5UoSEhAhHR0cBQISFhQkhhMjJyRFTp04V9evXFxqNRrRr105s2bJFREREFLorC5VY+qGg4pYHMPviiy9EmzZthEqlEjqdTvTv37/Q7fVFLf0ghBBbtmwR3bp1E66urkKtVgt/f3/x9NNPi19//dWiXHR0tOjVq5fQ6XRCrVaLJk2aiNdee82izIwZM4Svr6+ws7MTAAoth1GU33//XTz99NPCx8dHODg4CFdXVxEcHCwWL14s9Hq9VO7+/fti2rRpwt/fXzg4OAgfHx/x0ksvidTUVIs6Dhw4UPj7+wu1Wi08PDxEWFiY2Lp1q8V7/vrrryIoKEio1WoBoEx3nqalpQmtVlvk0gpCCDF9+nTRoUMH4e7uLtRqtWjcuLF47bXXpKUhilPauTUzGo1i0aJF4qGHHhIODg7C09NTPPvssyI+Pr7I8jNnzhQAily2wqws576o68js7t274umnnxZubm5CoVAU+fmaPXu2ACAOHz5cYvuIrEUhRBF95UREVeC1117D119/XWjyM5GcOnToAIVCgaNHj1Z3VegfgsOIRFTlbt++jejoaGzatAnBwcHVXR36B9Dr9Th79iy2bduG48ePY/PmzdVdJfoHYdgioir3008/YeLEiejcuXOllkAgKqsTJ06gW7du8PDwwKxZs6QlLIiqAocRiYiIiGTEpR+IiIiIZMSwRURERCQjhi0iIiIiGXGCvAxMJhMSEhLg4uJSoZ+UICIioqonhEB6ejp8fX1hZ2e9/iiGLRkkJCTAz8+vuqtBREREFRAfH2/VH7pn2JKB+adA4uPjy/2r9ERERFQ99Ho9/Pz8iv1Jr4pi2JKBeejQ1dWVYYuIiMjGWHsKECfIExEREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhG/LkeG3JLn43UTAP02Xlw1Srh7qiCl6umuqtFREREJWDYshG3UzJhACAACCEAARhyjbhyR4+U9FzotA5w0ShR392x1GPdSM1CenYe9PcfvM5Zo0SDMryOiIiIyo9hywbc0WcjSwBvbjmDg1dSpO1dAz3w3oDWmLf9FE7f1KNroAfmDWwNfw8nqUxalgHJGQbos3PhqnWAyk6BWf/3J3ZfuGNxnIKvIyIiIutQCCFEdVeittHr9dDpdEhLS4Orq2uljxefkolvDl/Hs539kWEwQn//QXByVtlj7eHreKazPwYuP4TkDAO6BnpgwcDWcNU6INNgxLSNp7H/crJ0rK6BHogMaYRJ38Ygy2C02L5wUJta3cNVMHh6Oqmgc1RVd7WIiKiGsPb3txnDlgysfbL+uqOHUmGPpPRsOKsdkJGTBye1PVT2dtAq7aAGkGww4l5WLlw0SrholDh+/S42n0jA/ivJhY4XEuiBoIbu+Gj3FYvtO14JRQsf6324apKEe/cLBc/Hmnpi4aA28HXTVmPNiIioppArbHEY0QZo7OyRZTQh6rfL2J9vGDEk0AMvd2sKXzcNBi0/JPVUdQ30wJt9WmLyldNFHu/glRQ8F9Ko0Pb07FykZRkK9fbYeo9QWpahUNACgH2XkzF942lEDQ+yqfYQEZFtYdiyAbkA9p5PxPyBrQsNI+44exOxKRo817WR1FN14EoKEu7dL/GYOXmmQttcNA54+dsYi96e2tAjlJxhKBS0zPZdTkZyRuGASUREZC0MWzZAYTKi+8P1MX1z0RPkM7Oyyr0EhFppucRa10APaB3ssO9yMqZtPI25/3oYAPDdH/GYP6BVoZD39aFrGPd4kyJDSk3rCdNn55a4P72U/URERJXBsGUDFHb2eLNA0AIe9GC9teUMFgxsjSxTDvzctYhPfdCjFRN/D6GBnhZzthxV9niuayMEN/aA0SSwKrIjTsSl4nxCGt7p9zDyTEbse/1xZBmMSMk0wFWjxDOdG+KdIu5efG9Aa6RnFu4RKqonLLSpJxYMbI0GdUqffC9HUHPVOJS436WU/URERJXBsGUDMgzGQkHL7MCVFGQYjNAq7bDu+U44EXcXzhoVDEYT+rXxwYm4e3h32zkAwLLhQVh9MNZiYnxoU0+8278V3tp8GhEhjbH6YKzFe4U29cS4sMY4/NddaU5Y/pCXX3Fzo/ZfTsb0TaexaFCbEtcBk2vI0tNZhceaemJfEUOJjzX1hKczhxCJiEg+DFs2QH+/9GEwLxcNMnPz8MPxmxaT6EMDPbD95a4wGE14b9u5QqFt/+VkvLXlDBYNbFNomNK8HwA2vBCMX84lYdWBWGQZjFLIyz+hvqS5UQeupOB6Shac1cpihx7lmsSuc1Rh4aA2mL7xtEXgeqypJxYNasP5WkREJCuGLRvgqnXAqE4NMPaxQGnulE7rACeVPfJMRtxOz0VWrhHOKiVe7tYEo7s2xom4VKw6EIv9V1Lwzo9n8WbflhYhLL8DV1KgNxiL3b//cjJGh+TgVNw9bB7fBUlpOTh6/S4ys3OR8vfcr+QMA1IyDSW249793GIno5dnEntFhhp93bSIGh6E5AwD0rNz4aJxgKezbd1VSUREtolhywZ4quwxNjQQGYY8CCgAPPjZngxDHpwdlPh833n8eiFZmku1YttZ3M8TWDY8CJO+jcH+Kym4l1ly71haVsn7lfYK7L+SjLnbziGooTtOxd3DoHb1cTfTgFv6bBy8moIODd1LPIZaaYd794sOZGWdxF6ZoUadI8MVERFVPbvSi1B1ywVghMB728+j94f7MXTFYfT6cD/mbT8PIwTm9msF4H9zqWb1a4WDV1Kw+mAsnuv6YD0tR7V9ie/hpCl5v7vjg0nkB6+kIMjPDfuvJOOdLX9i/+VkDP/8CGLiUuHmpEL35vWKfH1IoAdi4u8hJ9eEtKzCgassk9hLG2os6rhERETVjT1bNsAI4M0tZ4u5G/GsxUR181yqn14JRfrfSzX8O8gLKjsH7Hgl1GL5Bg2AlFwj0rJy4WBnh0OvPw5hMsFkZ1doqQeD6X9BxrxG1/4ryXile1N88Ovlv+t2AbP7PYzsvAdzuoAHd0C+1acFWjfQ4bY+B2oHe9zLyi3Uw1SWSexcL4uIiGwRw5YNKMvdiPmlZ+di/NoTSM4w4N9tvTGpe3NMK2aNrpycHIxecxweTipsHPMoshR2hZaZMJf9d1tvbDqZZLFGV57pf7/2dPBKCm7eu483nmqOl7LzkJGTh0YeTpi77U/M3HxWKhf698R0XzetNP8qIycXc/u3wjs/ni1yEjsA3C2l56rgellpWQbcy8pFpiEPmQYj3LQOqOeihs5RVePWAiMiotqLYcsGlOVuxPxcNA5YNKgNxnx5DK/1aF7kXYb5l294rmsj9GzphRyFotT1vO5k5iEm/p60z1FlOfzoqFLiXmYuck0mBNZ1wuytf0q9XGb7/x72W/Dv1pi+6YzUW+WossfbfVvizT4tcN9glCaxZxmMmPL9KbzSvWmJf4f862Ul3ruP63ezELX7cqGlLOYNaIW5287h1/O3pe0lzftKy3ow+T/PJGASAlk5edA5qhjQiIioTBi2bICrtuyLcnYN9ICzyh71XNUAytYrFuTnBqW9XZnKzur3MP710QEAD+ZhFZRrNMFgMmH9kThMDW9W7B2O+y4n406GAZFdAjD80YbQONjjRFwq3t12Dh383aWlHtKyDHhj42k84ueGMzfSEBLoUWQd86+XlZZlwN5Ld7DtdEKRS1nM3HwGbRu6W4St4paYSLh3H+/8eBbDHm1YaA0yW/vZIiIiqh4MWzbARWWProEehXqIgAfhSpHv3/MGtsbRa8nwcXMGUIZesfu5yMkzIb2Ucuayro4OiBoeBADw1mlwW58NR5U9sgxGhAR6IPqvFMTEpSKooTtulvL7jCkZORjz5THpeUigh3QHpXn+lXmeVmSXALz8bQyW/f3e+UNPSKAH5vZvZbHeVz0XdYnBcXQRP8Rd1BIT0/4OegWDlrm83D9kzeHOmqm2nJeKtKO2tJ1sly1+Bhm2bIAdgPcGtMZbW85YBC5zuErNzMaOV0LhrLLHnP87i+GdAuD8992FpfaKaR2QnpMHF62DFNpKKquytysyIK07ch0jOvlj0rcxyDIY8VwRYaY05jDzXNdG0tCoeUmInDwTsgxGTPo2Bs91bYTnQhohJ88EtdIOMfH3oL9vAOAkvcZgLPxD2/kVtz//kGz+oJd/1f385JyYXxt+BLw2qi3npSLtqC1tJ9tlq59Bhi0bkGYwIvGuHgsHtka6wYj0+7lwyXdHob2TBpl5Rmw4fgO/XkjG8E4BuK3PAQA4l9Ir5qyyR0z8PdR1UcNd61Bq2fxBC3gQkOygQGTIg54n80/65OSZcC5Rj9BAjyKHEs1LQRR08EoKngtpJA2NmpeEME/KzzIYiww+A9vWl/7tqnGAMd/E/aLUdVYXuT3/kGz+oFcSOX7IWs4V9aniast5qUg7akvbyXbZ8meQ62zZgDrKXDTxcse0zWfQ68P9GPL3OlszNp9BpgDsBOBob49O/nUAAPXdtJi28TQA4P1dF/DegNboWmB+lblX7G5GFlYdiMWEtSegFqLEsusOX8Ol2xmF6mf+seusfHdFqpV2WHUgFm/3fRihgZ4W5UMDPTA6pBFWHYgtts3m+VfmJSFi4u8VOUcMKPz7hp7OKjiq7IstHxLoAZWy8Ee/4HEKBr3iyPFD1mVZ5qI0aVkGXL2dgZi4VFy9k8F1yKygPOelJv/9K/L5ssZnkqgybPkzyJ4tG2Cw02BmCXcJzu3fCjl5Rni5aRAa6Am1gx2+HtMJ+r97wEwiFwsGtkaGwSj9VI25V+y+Wo01ozvCReOAPIUCDiZTkWWzjTlYvv9asXXM3/tj7rUKauiGHX8m4p1/tURcSpY07FfXRY1hKw5bhLP8Grhrpf93Yv5dw1k/npXmWRWcpF7w9w11jipcvZNRZPmQv4Pe3QIXZVHHKRj0SpuYb01lXVG/OLba1V7TVcUvHVSFiny+KvuZJKosW/4MMmzZgNLuEszJM0FAAaNJICIkAH2WHUC7hm4YHdIIQ1ccBgB890JnQAEM+exwse+zMqIDxnx5TAokk76NQdTwIIz58hjWPt+pxDqae3/Mr1135Lr0v92a1bMYfpz4RCDaNXQrcrjysaae8HbVFJoA+d7A1sjKycPsfg/DaBLIMhih0xb/+4Y6rQrPrvyjyPldk76NwY8TQvDb5LASfydR56jC/IGtMfv//ixz0LOWsqyoXxxrdbXb4iRUuVnjlw5qwlBHRT5flflMElmDLX8GGbZsQFnuKBQAFApIE9QPXEnBtF7NpTIuf0+UD23qWWQ3bGhTT9RxUmFlRAfExN/Dit+vYMcrocgyGLHhhc5w1Trg99cfx8vrTuD0TX2h19Z302L7y11hMJqQlpWLlr46rDtyHS+ENsGFRMvy5xLS8N6A1kUuYPqfQW2QaTAW2yvQqIy9Ap7OKnTwdy9yftdjTT2lxU1LknDvPmb/359o7uMKpUKBqT2bYWYvO2TnGuHmqJL1h6zLsqJ+cayx0n519MzYQrirLb90UJHPV2U+k0TWYMufQYYtG1CWOwoFAAUs501lZD/4t3lyOwC8+6+HER17F/Vc1MjJM0HjYI9b+mx0blQHgz+LRnKGAY8GuGHJ4La4ce8+8owCdZxUMOSZAAgsHvwI4lPvw06hwIm4VJxLSMOznf1xW5+DG/ey4OWqQU6eCUF+bvDVaZCTZ0RyZg62TgwBAGTlGOGgtIPRZELU8KBCK7wr7BR4Z/ODhU4dVfZ4rmsjBPm5ISfPhOspmbC3U8DLVVPq38w8/Dh94+kiV6Qvy+3t5rCRfz0u8zEq2jtR1kBRmfpXtqu9Onpmavqwm1lZzstfyZklHqMmDHVU5PNV2WuKqLJs+TPIsGUDSrujUK20Q06eERql5Wruzhp7aXK7BkBqbjYS0oz46XSCxR2CoYEeaOzphG9f6IzrKVloWs8ZMzdbLjMRGuiJ8d2aYMyXx6RAFxroiSnhzfD8l0cfLPfQtRG8XDVQK+3QwF2LmPh7WLrrEhYOaoNFP1+wGILr3qIe3unbEm/9eNbiCza0qSciugTgZPw9LBzUBqsPxlr0TuX/qZ/S+LppETU8CMkZhhKHC4siR+9EeQNFRetf2a72qu6ZsYVht/xKOy+2MtRRkc9XZa4pImuw1c8gw5YN0JiMmDegNd4sZp0tBwE4qJTIyjNa7HPVOGDhwNZQA1iw6wLGhjXFF/svF/75nCspMAHo09oHXq4avFUgaD0okwwTBJ7r2kgKP/uvJENAYNijDfHR7iv4aPcVqU5uWgecjr9X5MrrANDcxxUzipj0v/9yMkxCYNGgNlhVxOv2l/MLWOdYsYvQ2hMxKxooKlL/yna1V/UkVFsYdiuopPNiS0MdFfl8VfSaIrIWW/wMMmzZgGw7eySkpP9vna0CdxTmmFcjFQ9+X7BdQze80+9hLNxxHk3quUghSOtgV2TvGPC/9a3quaqL/Ykdc5n8DlxJwZt9WmJQUH0YTCY4qZRo4O4IAFg4qA2uJWcWOW8qyM+t2IVCD15JwfRezYu9KaAqvoCt3TtRlYGisl3tVd0zY8t3GBXFloc6iEgeDFsl+OSTT7B48WIkJibi4YcfxgcffIDQ0NCqr4jJCN86Lpi+uXDP1nsDWkOpAO4bjVDZ22Hby12Rk2vE+7suYlB7P0z6NkYqF1vKXJKcPJM0z6ukMgXFJmdi3ZHrmD+wtRS0gAfdvUlpRf9kT2kLhZZWD7m/gK3dO1HVgaIyXe1V3TNjK8Nu5WGrQx1EJA+GrWJs2LABr776Kj755BOEhITgs88+Q69evXDu3Dk0bNiwaitjZ4/d5xKK7NkymUywU9hBa2+PzNwHAcXOToHXw5vjbmYONr7UBSaTwMiVRzD7Xw+X+DZqpR3cHEv+YitqgU+18kGP2czNZ/DfIW0tJrDrtEV/uZS2UKirpuSPptxfwNbunaiOQFHRrvaq7pmxpWG38rDFoQ4ikgfDVjGWLl2KMWPG4PnnnwcAfPDBB/jll1+wfPlyLFiwoErrojEZ8UQL3yJ7tuYNbA0lgCyTEenZeQCAiFV/IMtgxMQnAhETlyoNx8XE3yvx53Nu6bOlfxc1hFfUT+zk33bgSgpSMw0WYau4L9KY+HvFTvp/rKkn3J1UxS5TUVVfwNbsnbC1QFGVPTMcdiOi2o5hqwgGgwHHjx/H9OnTLbb37NkThw4dqvL6ZNvZIyszq9g5W9kmAbWdPbQOAko7BYIauuHglRSsOhCLZcODoMCDILTqQCw+GhEEQCH9xA7wIDBN7NYU2blGvP7DKSwc1EZ6jdmDuxEDMebLoxavMy9+aqb/O/CZFfdFejFRj/kDW+OtLYXX2lo0qA183LRYVAO+gK3VO2GLgaIqe2Y47EZEtZlCCFHyL/b+AyUkJKB+/fo4ePAgunTpIm2fP38+vvzyS1y8eNGifE5ODnJycqTner0efn5+SEtLg6ura6XrcyclE1kCxd6NqMSD1Byblg1XtRJ5QsDB3g53Mw3IMwrkmUywt1NAZW+HOs4qqOzt/p6flQe1gx2cVUocv34Xs/7vHLIMRml9q3YN3aFR2sHdSQWjUcBZbY9sowmxyZlQ2T9YjX3VgViLtb1+fiUUzX0Kt9m8vlTBL9Litpf2OltV29pDRFSb6PV66HQ6q31/m7FnqwQKhcLiuRCi0DYAWLBgAebMmSNfRUxGaBT2Rf5moQMA+weVQwOdBrP+70+83e9hTFp3Ao81q4fgxh7QOCjh5ugArYM9Eu7dh85Rhe1nEqWgNLCtD17t0Uz6CZ0sg9FiGQdhEnDXPQgFt/TZeO/wuWLX/HJ3Kjo4FNdLUlrvSW2b91Lb2kNERKVj2CqCp6cn7O3tkZSUZLH99u3b8PLyKlR+xowZmDx5svTc3LNlLTlKJdR5mVAoHAvtMy9jalAooAQws3dLvPDlMVy6nQFXrQMGtK0Ptb0CMAkk6bPho9NCqXiwptZjgZ5w0TpA62CHd//vLN7s0wKAQgpzOq1DocU2vVw1mD+wdaFFT7sGemD+wNZlWt2diIjon4TDiMXo1KkT2rdvj08++UTa1rJlS/Tv37/UCfJydENeT8nEm8VMkFfhQWo2ANDn6/lyVNlDCcBOADniwXyuLKMR9zJz0cDZASalEunZeVJ5F43SYumGktzSZyM10wB9dh5cNUq4O6kYtIiIyKZxGLGKTZ48GSNHjkSHDh0QHByMFStWIC4uDuPGjauW+vh7OGHhoDYW4cg8QR4AjCYj9HkCjg5K+Oo0sg9VeblqGK6IiIjKgGGrGEOHDkVKSgrmzp2LxMREtGrVCj/99BP8/f2rrU6l9Tp5V1E9iIiIqOw4jCgDubohiYiISD5yfX+XvIw3EREREVUKwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGRUa8LWtWvXMGbMGDRq1AharRZNmjTBrFmzYDAYLMrFxcWhX79+cHJygqenJyZNmlSozJkzZxAWFgatVov69etj7ty5EEJUZXOIiIiollBWdwWs5cKFCzCZTPjss88QGBiIs2fPYuzYscjMzMSSJUsAAEajEX369EHdunVx4MABpKSkICIiAkIIREVFAQD0ej169OiBbt264ejRo7h06RIiIyPh5OSEKVOmVGcTiYiIyAYpRC3uslm8eDGWL1+Ov/76CwCwY8cO9O3bF/Hx8fD19QUArF+/HpGRkbh9+zZcXV2xfPlyzJgxA7du3YJarQYALFy4EFFRUbhx4wYUCkWp76vX66HT6ZCWlgZXV1f5GkhERERWI9f3d60ZRixKWloa6tSpIz2Pjo5Gq1atpKAFAOHh4cjJycHx48elMmFhYVLQMpdJSEjAtWvXinyfnJwc6PV6iwcRERERUIvD1tWrVxEVFYVx48ZJ25KSkuDl5WVRzt3dHSqVCklJScWWMT83lylowYIF0Ol00sPPz8+aTSEiIiIbVuPD1uzZs6FQKEp8HDt2zOI1CQkJeOqppzB48GA8//zzFvuKGgYUQlhsL1jGPNJa3BDijBkzkJaWJj3i4+Mr1FYiIiKqfWr8BPmJEydi2LBhJZYJCAiQ/p2QkIBu3bohODgYK1assCjn7e2NI0eOWGxLTU1Fbm6u1Hvl7e1dqAfr9u3bAFCox8tMrVZbDDsSERERmdX4sOXp6QlPT88ylb158ya6deuG9u3bY/Xq1bCzs+y4Cw4Oxrx585CYmAgfHx8AwM6dO6FWq9G+fXupzMyZM2EwGKBSqaQyvr6+FqGOiIiIqCxq/DBiWSUkJODxxx+Hn58flixZgjt37iApKcmil6pnz55o2bIlRo4ciZiYGPz222+YOnUqxo4dK911MGLECKjVakRGRuLs2bPYvHkz5s+fj8mTJ5fpTkQiIiKi/Gp8z1ZZ7dy5E1euXMGVK1fQoEEDi33mOVf29vbYvn07xo8fj5CQEGi1WowYMUJahwsAdDoddu3ahQkTJqBDhw5wd3fH5MmTMXny5CptDxEREdUOtXqdrerCdbaIiIhsD9fZIiIiIrJBDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZVShsxcbGWrseRERERLVShcJWYGAgunXrhm+++QbZ2dnWrhMRERFRrVGhsHXq1CkEBQVhypQp8Pb2xosvvog//vjD2nUjIiIisnkVClutWrXC0qVLcfPmTaxevRpJSUno2rUrHn74YSxduhR37tyxdj3LJScnB23btoVCocDJkyct9sXFxaFfv35wcnKCp6cnJk2aBIPBYFHmzJkzCAsLg1arRf369TF37lwIIaqwBURERFRbVGqCvFKpxMCBA/Hdd99h0aJFuHr1KqZOnYoGDRpg1KhRSExMtFY9y+WNN96Ar69voe1GoxF9+vRBZmYmDhw4gPXr12Pjxo2YMmWKVEav16NHjx7w9fXF0aNHERUVhSVLlmDp0qVV2QQiIiKqJSoVto4dO4bx48fDx8cHS5cuxdSpU3H16lXs3r0bN2/eRP/+/a1VzzLbsWMHdu7ciSVLlhTat3PnTpw7dw7ffPMNgoKC0L17d/z3v//F559/Dr1eDwBYu3YtsrOzsWbNGrRq1Qr//ve/MXPmTCxdupS9W0RERFRuFQpbS5cuRevWrdGlSxckJCTgq6++wvXr1/Hee++hUaNGCAkJwWeffYYTJ05Yu74lunXrFsaOHYuvv/4ajo6OhfZHR0ejVatWFr1e4eHhyMnJwfHjx6UyYWFhUKvVFmUSEhJw7dq1It83JycHer3e4kFEREQEVDBsLV++HCNGjEBcXBy2bNmCvn37ws7O8lANGzbEypUrrVLJshBCIDIyEuPGjUOHDh2KLJOUlAQvLy+Lbe7u7lCpVEhKSiq2jPm5uUxBCxYsgE6nkx5+fn6VbQ4RERHVEhUKW7t27cK0adPg7e1tsV0Igbi4OACASqVCREREpSs4e/ZsKBSKEh/Hjh1DVFQU9Ho9ZsyYUeLxFApFoW1CCIvtBcuYhw+Lei0AzJgxA2lpadIjPj6+vM0kIiKiWkpZkRc1adIEiYmJqFevnsX2u3fvolGjRjAajVapHABMnDgRw4YNK7FMQEAA3nvvPRw+fNhi+A8AOnTogGeeeQZffvklvL29ceTIEYv9qampyM3NlXqvvL29C/Vg3b59GwAK9XiZqdXqQu9LREREBFQwbBU3UTwjIwMajaZSFSrI09MTnp6epZZbtmwZ3nvvPel5QkICwsPDsWHDBnTq1AkAEBwcjHnz5iExMRE+Pj4AHkyaV6vVaN++vVRm5syZMBgMUKlUUhlfX18EBARYtW1ERERU+5UrbE2ePBnAg+G0d955x2ISutFoxJEjR9C2bVurVrCsGjZsaPHc2dkZwINeuAYNGgAAevbsiZYtW2LkyJFYvHgx7t69i6lTp2Ls2LFwdXUFAIwYMQJz5sxBZGQkZs6cicuXL2P+/Pl45513ih1GJCIiIipOucJWTEwMgAc9W2fOnJF6foAHc7QeeeQRTJ061bo1tCJ7e3ts374d48ePR0hICLRaLUaMGGGxTIROp8OuXbswYcIEdOjQAe7u7pg8ebIUNImIiIjKQyEqsHhUZGQkoqKi4OLiIkedbJ5er4dOp0NaWprUY0ZEREQ1m1zf3+W+GzEvLw/ffPMNrl+/brVKEBEREdVW5Q5bSqUS/v7+Vr3jkIiIiKi2qtA6W2+99RZmzJiBu3fvWrs+RERERLVKhZZ+WLZsGa5cuQJfX1/4+/vDycnJYn9V/0wPERERUU1VobA1YMAAK1eDiIiIqHaq0N2IVDLejUhERGR7aszdiGb37t3DF198YTF368SJE7h586bVKkdERERk6yo0jHj69Gl0794dOp0O165dw9ixY1GnTh1s3rwZ169fx1dffWXtehIRERHZpAr1bE2ePBmRkZG4fPmyxW8h9urVC/v27bNa5YiIiIhsXYXC1tGjR/Hiiy8W2l6/fn0kJSVVulJEREREtUWFwpZGo4Fery+0/eLFi6hbt26lK0VERERUW1QobPXv3x9z585Fbm4uAEChUCAuLg7Tp0/HoEGDrFpBIiIiIltWobC1ZMkS3LlzB/Xq1cP9+/cRFhaGwMBAuLi4YN68edauIxEREZHNqtDdiK6urjhw4AB2796NEydOwGQyoV27dujevbu160dERERk0yq0qOm1a9cQEBAgQ3VqBy5qSkREZHtq1KKmjRs3RteuXfHZZ5/xx6iJiIiISlChsHXs2DEEBwfjvffeg6+vL/r374/vv/8eOTk51q4fERERkU2rUNhq164dFi9ejLi4OOzYsQP16tXDiy++iHr16uG5556zdh2JiIiIbJbVfoj6xIkTGDNmDE6fPg2j0WiNQ9osztkiIiKyPTVqzpZZfHw8/vOf/6Bt27bo2LEjnJyc8NFHH1mrbkREREQ2r0JLP6xYsQJr167FwYMH0axZMzzzzDPYsmUL71AkIiIiKqBCYevdd9/FsGHD8OGHH6Jt27ZWrhIRERFR7VGhsBUXFweFQmHtuhARERHVOhUKWwqFAvfu3cPKlStx/vx5KBQKtGjRAmPGjIFOp7N2HYmIiIhsVoXX2WrSpAnef/993L17F8nJyXj//ffRpEkTnDhxwtp1JCIiIrJZFVr6ITQ0FIGBgfj888+hVD7oHMvLy8Pzzz+Pv/76C/v27bN6RW0Jl34gIiKyPXJ9f1cobGm1WsTExKB58+YW28+dO4cOHTogKyvLahW0RQxbREREtqdGrbPl6uqKuLi4Qtvj4+Ph4uJS6UoRERER1RYVCltDhw7FmDFjsGHDBsTHx+PGjRtYv349nn/+eQwfPtzadSQiIiKyWRW6G3HJkiWws7PDqFGjkJeXBwBwcHDASy+9hIULF1q1gkRERES2rFxhKysrC6+//jq2bNmC3NxcDBgwABMnToROp0NgYCAcHR3lqicRERGRTSpX2Jo1axbWrFmDZ555BlqtFuvWrYPJZML3338vV/2IiIiIbFq5wtamTZuwcuVKDBs2DADwzDPPICQkBEajEfb29rJUkIiIiMiWlWuCfHx8PEJDQ6Xnjz76KJRKJRISEqxeMSIiIqLaoFxhy2g0QqVSWWxTKpXSJHkiIiIislSuYUQhBCIjI6FWq6Vt2dnZGDduHJycnKRtmzZtsl4NiYiIiGxYucJWREREoW3PPvus1SpDREREVNuUK2ytXr1arnoQERER1UoVWkGeiIiIiMqGYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpJRrQtb27dvR6dOnaDVauHp6Yl///vfFvvj4uLQr18/ODk5wdPTE5MmTYLBYLAoc+bMGYSFhUGr1aJ+/fqYO3cuhBBV2QwiIiKqJZTVXQFr2rhxI8aOHYv58+fjiSeegBACZ86ckfYbjUb06dMHdevWxYEDB5CSkoKIiAgIIRAVFQUA0Ov16NGjB7p164ajR4/i0qVLiIyMhJOTE6ZMmVJdTSMiIiIbpRC1pMsmLy8PAQEBmDNnDsaMGVNkmR07dqBv376Ij4+Hr68vAGD9+vWIjIzE7du34erqiuXLl2PGjBm4desW1Go1AGDhwoWIiorCjRs3oFAoSq2LXq+HTqdDWloaXF1drddIIiIiko1c39+1ZhjxxIkTuHnzJuzs7BAUFAQfHx/06tULf/75p1QmOjoarVq1koIWAISHhyMnJwfHjx+XyoSFhUlBy1wmISEB165dq7L2EBERUe1Qa8LWX3/9BQCYPXs23nrrLWzbtg3u7u4ICwvD3bt3AQBJSUnw8vKyeJ27uztUKhWSkpKKLWN+bi5TUE5ODvR6vcWDiIiICLCBsDV79mwoFIoSH8eOHYPJZAIAvPnmmxg0aBDat2+P1atXQ6FQ4Pvvv5eOV9QwoBDCYnvBMuaR1uKGEBcsWACdTic9/Pz8Kt1uIiIiqh1q/AT5iRMnYtiwYSWWCQgIQHp6OgCgZcuW0na1Wo3GjRsjLi4OAODt7Y0jR45YvDY1NRW5ublS75W3t3ehHqzbt28DQKEeL7MZM2Zg8uTJ0nO9Xs/ARURERABsIGx5enrC09Oz1HLt27eHWq3GxYsX0bVrVwBAbm4url27Bn9/fwBAcHAw5s2bh8TERPj4+AAAdu7cCbVajfbt20tlZs6cCYPBAJVKJZXx9fVFQEBAke+tVqst5ngRERERmdX4YcSycnV1xbhx4zBr1izs3LkTFy9exEsvvQQAGDx4MACgZ8+eaNmyJUaOHImYmBj89ttvmDp1KsaOHSvddTBixAio1WpERkbi7Nmz2Lx5M+bPn4/JkyeX6U5EIiIiovxqfM9WeSxevBhKpRIjR47E/fv30alTJ+zevRvu7u4AAHt7e2zfvh3jx49HSEgItFotRowYgSVLlkjH0Ol02LVrFyZMmIAOHTrA3d0dkydPthgmJCIiIiqrWrPOVk3CdbaIiIhsD9fZIiIiIrJBDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpJRrQpbly5dQv/+/eHp6QlXV1eEhIRgz549FmXi4uLQr18/ODk5wdPTE5MmTYLBYLAoc+bMGYSFhUGr1aJ+/fqYO3cuhBBV2RQiIiKqJZTVXQFr6tOnDx566CHs3r0bWq0WH3zwAfr27YurV6/C29sbRqMRffr0Qd26dXHgwAGkpKQgIiICQghERUUBAPR6PXr06IFu3brh6NGjuHTpEiIjI+Hk5IQpU6ZUcwuJiIjI1ihELemySU5ORt26dbFv3z6EhoYCANLT0+Hq6opff/0VTz75JHbs2IG+ffsiPj4evr6+AID169cjMjISt2/fhqurK5YvX44ZM2bg1q1bUKvVAICFCxciKioKN27cgEKhKLUuer0eOp0OaWlpcHV1la/RREREZDVyfX/XmmFEDw8PtGjRAl999RUyMzORl5eHzz77DF5eXmjfvj0AIDo6Gq1atZKCFgCEh4cjJycHx48fl8qEhYVJQctcJiEhAdeuXSvyvXNycqDX6y0eREREREAtClsKhQK7du1CTEwMXFxcoNFo8P777+Pnn3+Gm5sbACApKQleXl4Wr3N3d4dKpUJSUlKxZczPzWUKWrBgAXQ6nfTw8/OzcuuIiIjIVtX4sDV79mwoFIoSH8eOHYMQAuPHj0e9evWwf/9+/PHHH+jfvz/69u2LxMRE6XhFDQMKISy2FyxjHmktbghxxowZSEtLkx7x8fHWaDoRERHVAjV+gvzEiRMxbNiwEssEBARg9+7d2LZtG1JTU6Vx1k8++QS7du3Cl19+ienTp8Pb2xtHjhyxeG1qaipyc3Ol3itvb+9CPVi3b98GgEI9XmZqtdpi2JGIiIjIrMaHLU9PT3h6epZaLisrCwBgZ2fZWWdnZweTyQQACA4Oxrx585CYmAgfHx8AwM6dO6FWq6V5XcHBwZg5cyYMBgNUKpVUxtfXFwEBAdZqFhEREf1D1PhhxLIKDg6Gu7s7IiIicOrUKVy6dAmvv/46YmNj0adPHwBAz5490bJlS4wcORIxMTH47bffMHXqVIwdO1bqDRsxYgTUajUiIyNx9uxZbN68GfPnz8fkyZPLdCciERERUX61Jmx5enri559/RkZGBp544gl06NABBw4cwI8//ohHHnkEAGBvb4/t27dDo9EgJCQEQ4YMwYABA7BkyRLpODqdDrt27cKNGzfQoUMHjB8/HpMnT8bkyZOrq2lERERkw2rNOls1CdfZIiIisj1cZ4uIiIjIBjFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWwRERERyYhhi4iIiEhGDFtEREREMmLYIiIiIpIRwxYRERGRjBi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMGLaIiIiIZMSwRURERCQjhi0iIiIiGTFsEREREcnIZsLWvHnz0KVLFzg6OsLNza3IMnFxcejXrx+cnJzg6emJSZMmwWAwWJQ5c+YMwsLCoNVqUb9+fcydOxdCCIsyv//+O9q3bw+NRoPGjRvj008/latZ5XIjNQvnE/U48lcKzifqEZ+Sidg7etxIycSNlEycT9Tjj79ScCFRj7iUTMTE/e/fl+/okZCahTv6bMT/XfbI32UT7t0v8b0uJOpxIzWrGlpMRERk+5TVXYGyMhgMGDx4MIKDg7Fy5cpC+41GI/r06YO6deviwIEDSElJQUREBIQQiIqKAgDo9Xr06NED3bp1w9GjR3Hp0iVERkbCyckJU6ZMAQDExsaid+/eGDt2LL755hscPHgQ48ePR926dTFo0KAqbXN+11MyMXPzGRy8kiJt6xrogfcGtMY3h6/j6Y5+GLnyCJIzDNK+d/o9jBGfH0Zzbxe8O6AVDHkmGIwmvLnlbKHjzBvYGv4eTiW+V/4yREREVDYKUbBbp4Zbs2YNXn31Vdy7d89i+44dO9C3b1/Ex8fD19cXALB+/XpERkbi9u3bcHV1xfLlyzFjxgzcunULarUaALBw4UJERUXhxo0bUCgUmDZtGrZu3Yrz589Lxx43bhxOnTqF6OjoMtVRr9dDp9MhLS0Nrq6ulW7zjdQsTNt42iL8mHUN9MCCga0xY/MZjA5phDFfHrPYZ94WGuiJOf0fxts/ni32OP95+hGYhCjxvRYOaoMG7o6VbhMREVFNY+3vbzObGUYsTXR0NFq1aiUFLQAIDw9HTk4Ojh8/LpUJCwuTgpa5TEJCAq5duyaV6dmzp8Wxw8PDcezYMeTm5hb53jk5OdDr9RYPa0rPzisy/ADAgSspyDAYceBKCuq5qgvtM2/bfyUZOXmmEo+Tdj+31PdKz86rREuIiIj+eWpN2EpKSoKXl5fFNnd3d6hUKiQlJRVbxvy8tDJ5eXlITk4u8r0XLFgAnU4nPfz8/KzSJjP9/aJDnln63/szso2F9uXfll7acbJzS3+v7JL3ExERkaVqDVuzZ8+GQqEo8XHs2LHSD/Q3hUJRaJsQwmJ7wTLmUdTylslvxowZSEtLkx7x8fFlrnNZuGodStzv8vd+Z419oX35t7mUdhyNQ+nvpSl5PxEREVmq1gnyEydOxLBhw0osExAQUKZjeXt748iRIxbbUlNTkZubK/VUeXt7Sz1YZrdv3waAUssolUp4eHgU+d5qtdpiaNLaXDRKdA30wIFi5lE5q+zRNdADt/U5hfaZt4UGekKttCvxODqtA0xClFjGRWMz91QQERHVCNXas+Xp6YnmzZuX+NBoNGU6VnBwMM6ePYvExERp286dO6FWq9G+fXupzL59+yyWg9i5cyd8fX2lUBccHIxdu3ZZHHvnzp3o0KEDHByqp1engbsj5g1sja6BlmHPfIfg2sPXMftfrTBt42mLfe/0exjTNp5G10APvDugFewAvDegVbHH8XXTlvpenBxPRERUPjZzN2JcXBzu3r2LrVu3YvHixdi/fz8AIDAwEM7OzjAajWjbti28vLywePFi3L17F5GRkRgwYIC09ENaWhqaNWuGJ554AjNnzsTly5cRGRmJd955x2Lph1atWuHFF1/E2LFjER0djXHjxuHbb78t89IPct3NcCM1C+nZeUjPzoWLxgHOKnvkmYxwsHswVJhuMEr7nFT2SMnMhsbhwb9zjEY4OSjhYG+H7FwjMvKV1Wkd4OumLfG9XDRKBi0iIqrV5Pr+hrARERERAkChx549e6Qy169fF3369BFarVbUqVNHTJw4UWRnZ1sc5/Tp0yI0NFSo1Wrh7e0tZs+eLUwmk0WZvXv3iqCgIKFSqURAQIBYvnx5ueqalpYmAIi0tLQKt5eIiIiqllzf3zbTs2VLZEvGREREJBuus0VERERkgxi2iIiIiGTEsEVEREQkI4YtIiIiIhkxbBERERHJiGGLiIiISEYMW0REREQyYtgiIiIikhHDFhEREZGMlNVdgdrIvCi/Xq+v5poQERFRWZm/t6394zoMWzJIT08HAPj5+VVzTYiIiKi80tPTodPprHY8/jaiDEwmExISEuDi4gKFQmHVY+v1evj5+SE+Pr7W/+7iP6Wt/5R2Av+ctv5T2gmwrbXRP6WdQOG2CiGQnp4OX19f2NlZb6YVe7ZkYGdnhwYNGsj6Hq6urrX+IjD7p7T1n9JO4J/T1n9KOwG2tTb6p7QTsGyrNXu0zDhBnoiIiEhGDFtEREREMmLYsjFqtRqzZs2CWq2u7qrI7p/S1n9KO4F/Tlv/Ke0E2Nba6J/STqDq2soJ8kREREQyYs8WERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZMWxVs08++QSNGjWCRqNB+/btsX///hLL//7772jfvj00Gg0aN26MTz/9tFCZjRs3omXLllCr1WjZsiU2b94sV/XLpTxt3bRpE3r06IG6devC1dUVwcHB+OWXXyzKrFmzBgqFotAjOztb7qaUqjxt3bt3b5HtuHDhgkW5mnhey9POyMjIItv58MMPS2Vq4jndt28f+vXrB19fXygUCmzZsqXU19jqdVrettrydVrettrqdVredtrqdbpgwQJ07NgRLi4uqFevHgYMGICLFy+W+rqqulYZtqrRhg0b8Oqrr+LNN99ETEwMQkND0atXL8TFxRVZPjY2Fr1790ZoaChiYmIwc+ZMTJo0CRs3bpTKREdHY+jQoRg5ciROnTqFkSNHYsiQIThy5EhVNatI5W3rvn370KNHD/z00084fvw4unXrhn79+iEmJsainKurKxITEy0eGo2mKppUrPK21ezixYsW7WjatKm0ryae1/K288MPP7RoX3x8POrUqYPBgwdblKtp5zQzMxOPPPIIPvroozKVt+XrtLxtteXrtLxtNbO167S87bTV6/T333/HhAkTcPjwYezatQt5eXno2bMnMjMzi31NlV6rgqrNo48+KsaNG2exrXnz5mL69OlFln/jjTdE8+bNLba9+OKLonPnztLzIUOGiKeeesqiTHh4uBg2bJiVal0x5W1rUVq2bCnmzJkjPV+9erXQ6XTWqqLVlLete/bsEQBEampqscesiee1sud08+bNQqFQiGvXrknbauo5NQMgNm/eXGIZW75O8ytLW4tiK9dpfmVpq61ep/lV5Jza4nUqhBC3b98WAMTvv/9ebJmqvFbZs1VNDAYDjh8/jp49e1ps79mzJw4dOlTka6KjowuVDw8Px7Fjx5Cbm1timeKOWRUq0taCTCYT0tPTUadOHYvtGRkZ8Pf3R4MGDdC3b99C/4+6qlWmrUFBQfDx8cGTTz6JPXv2WOyraefVGud05cqV6N69O/z9/S2217RzWl62ep1ag61cp5VhS9epNdjqdZqWlgYAhT6L+VXltcqwVU2Sk5NhNBrh5eVlsd3LywtJSUlFviYpKanI8nl5eUhOTi6xTHHHrAoVaWtB//3vf5GZmYkhQ4ZI25o3b441a9Zg69at+Pbbb6HRaBASEoLLly9btf7lUZG2+vj4YMWKFdi4cSM2bdqEZs2a4cknn8S+ffukMjXtvFb2nCYmJmLHjh14/vnnLbbXxHNaXrZ6nVqDrVynFWGL12ll2ep1KoTA5MmT0bVrV7Rq1arYclV5rSrLVZqsTqFQWDwXQhTaVlr5gtvLe8yqUtF6ffvtt5g9ezZ+/PFH1KtXT9reuXNndO7cWXoeEhKCdu3aISoqCsuWLbNexSugPG1t1qwZmjVrJj0PDg5GfHw8lixZgscee6xCx6wqFa3TmjVr4ObmhgEDBlhsr8nntDxs+TqtKFu8TsvDlq/TirLV63TixIk4ffo0Dhw4UGrZqrpW2bNVTTw9PWFvb18oHd++fbtQijbz9vYusrxSqYSHh0eJZYo7ZlWoSFvNNmzYgDFjxuC7775D9+7dSyxrZ2eHjh07Vuv/u6pMW/Pr3LmzRTtq2nmtTDuFEFi1ahVGjhwJlUpVYtmacE7Ly1av08qwtevUWmr6dVoZtnqdvvzyy9i6dSv27NmDBg0alFi2Kq9Vhq1qolKp0L59e+zatcti+65du9ClS5ciXxMcHFyo/M6dO9GhQwc4ODiUWKa4Y1aFirQVePD/lCMjI7Fu3Tr06dOn1PcRQuDkyZPw8fGpdJ0rqqJtLSgmJsaiHTXtvFamnb///juuXLmCMWPGlPo+NeGclpetXqcVZYvXqbXU9Ou0MmztOhVCYOLEidi0aRN2796NRo0alfqaKr1WyzWdnqxq/fr1wsHBQaxcuVKcO3dOvPrqq8LJyUm662P69Oli5MiRUvm//vpLODo6itdee02cO3dOrFy5Ujg4OIgffvhBKnPw4EFhb28vFi5cKM6fPy8WLlwolEqlOHz4cJW3L7/ytnXdunVCqVSKjz/+WCQmJkqPe/fuSWVmz54tfv75Z3H16lURExMjRo8eLZRKpThy5EiVty+/8rb1/fffF5s3bxaXLl0SZ8+eFdOnTxcAxMaNG6UyNfG8lredZs8++6zo1KlTkcesiec0PT1dxMTEiJiYGAFALF26VMTExIjr168LIWrXdVrettrydVrettrqdVredprZ2nX60ksvCZ1OJ/bu3WvxWczKypLKVOe1yrBVzT7++GPh7+8vVCqVaNeuncVtqhERESIsLMyi/N69e0VQUJBQqVQiICBALF++vNAxv//+e9GsWTPh4OAgmjdvbvEfg+pUnraGhYUJAIUeERERUplXX31VNGzYUKhUKlG3bl3Rs2dPcejQoSpsUfHK09ZFixaJJk2aCI1GI9zd3UXXrl3F9u3bCx2zJp7X8n5+7927J7RarVixYkWRx6uJ59R8y39xn8XadJ2Wt622fJ2Wt622ep1W5PNri9dpUW0EIFavXi2Vqc5rVfF3JYmIiIhIBpyzRURERCQjhi0iIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtojIZgUEBOCDDz6o8vfdu3cvFAoF7t27V+XvTfRPt2/fPvTr1w++vr5QKBTYsmVLuV4/e/ZsKBSKQg8nJyd5KgyGLSKygqL+w5X/ERkZWerry/sfzLLI/x9Ve3t7+Pn54fnnn8edO3cqddwuXbogMTEROp3OKvUsT3gTQmDFihXo1KkTnJ2d4ebmhg4dOuCDDz5AVlaWVeoj1/kgsobMzEw88sgj+Oijjyr0+qlTpyIxMdHi0bJlSwwePNjKNf0fpWxHJqJ/jMTEROnfGzZswDvvvIOLFy9K27RabXVUCwDw8MMP49dff4XRaERMTAzGjBmDmzdvYseOHYXKGo1GKBQK2NmV/P9DVSoVvL295apyiUaOHIlNmzbhrbfewkcffYS6devi1KlT+OCDDxAQEIABAwZUS72IqkqvXr3Qq1evYvcbDAa89dZbWLt2Le7du4dWrVph0aJFePzxxwEAzs7OcHZ2lsqfOnUK586dw6effipbndmzRUSV5u3tLT10Oh0UCoXFtnXr1qFJkyZQqVRo1qwZvv76a+m1AQEBAICBAwdCoVBIz69evYr+/fvDy8sLzs7O6NixI3799ddy102pVMLb2xv169dH3759MWnSJOzcuRP379/HmjVr4Obmhm3btqFly5ZQq9W4fv06UlNTMWrUKLi7u8PR0RG9evXC5cuXpWMW1RN16NAhPPbYY9BqtfDz88OkSZOQmZkp7c/JycEbb7wBPz8/qNVqNG3aFCtXrsS1a9fQrVs3AIC7u3uJPYHfffcd1q5di2+//RYzZ85Ex44dERAQgP79+2P37t3ScUwmE+bOnYsGDRpArVajbdu2+Pnnn6XjGAwGTJw4ET4+PtBoNAgICMCCBQtKPB9EtmL06NE4ePAg1q9fj9OnT2Pw4MF46qmnLK7h/L744gs89NBDCA0Nla1ODFtEJKvNmzfjlVdewZQpU3D27Fm8+OKLGD16NPbs2QMAOHr0KABg9erVSExMlJ5nZGSgd+/e+PXXXxETE4Pw8HD069cPcXFxlaqPVquFyWRCXl4eACArKwsLFizAF198gT///BP16tVDZGQkjh07hq1btyI6OhpCCPTu3Ru5ublFHvPMmTMIDw/Hv//9b5w+fRobNmzAgQMHMHHiRKnMqFGjsH79eixbtgznz5/Hp59+CmdnZ/j5+WHjxo0AgIsXLyIxMREffvhhke+zdu1aNGvWDP379y+0T6FQSMOaH374If773/9iyZIlOH36NMLDw/Gvf/1L+rJZtmwZtm7diu+++w4XL17EN998I4Wq4s4HkS24evUqvv32W3z//fcIDQ1FkyZNMHXqVHTt2hWrV68uVD4nJwdr167FmDFj5K1YuX+6moioBKtXrxY6nU563qVLFzF27FiLMoMHDxa9e/eWngMQmzdvLvXYLVu2FFFRUdJzf39/8f777xdbftasWeKRRx6Rnp8/f14EBgaKRx99VKorAHHy5EmpzKVLlwQAcfDgQWlbcnKy0Gq14rvvvhNCCLFnzx4BQKSmpgohhBg5cqR44YUXLN57//79ws7OTty/f19cvHhRABC7du0qsp4Fj1ecFi1aiH/9618llhFCCF9fXzFv3jyLbR07dhTjx48XQgjx8ssviyeeeEKYTKYiX1/W80FU3Qp+Vr/77jsBQDg5OVk8lEqlGDJkSKHXr1u3TiiVSpGYmChrPTlni4hkdf78ebzwwgsW20JCQortvTHLzMzEnDlzsG3bNiQkJCAvLw/3798vd8/WmTNn4OzsDKPRiJycHDz++ONYsWKFtF+lUqFNmzYW9VUqlejUqZO0zcPDA82aNcP58+eLfI/jx4/jypUrWLt2rbRNCAGTyYTY2FicOXMG9vb2CAsLK1fdCxJCQKFQlFhGr9cjISEBISEhFttDQkJw6tQpAEBkZCR69OiBZs2a4amnnkLfvn3Rs2fPStWNqCYwmUywt7fH8ePHYW9vb7Ev/zwtsy+++AJ9+/aVfQ4mwxYRya5gQChLaHj99dfxyy+/YMmSJQgMDIRWq8XTTz8Ng8FQrvdu1qwZtm7dCnt7e/j6+kKtVlvs12q1FnV58H+WCyupziaTCS+++CImTZpUaF/Dhg1x5cqVctW5OA899FCxga+gkv7m7dq1Q2xsLHbs2IFff/0VQ4YMQffu3fHDDz9YpZ5E1SUoKAhGoxG3b98udQ5WbGws9uzZg61bt8peL87ZIiJZtWjRAgcOHLDYdujQIbRo0UJ67uDgAKPRaFFm//79iIyMxMCBA9G6dWt4e3vj2rVr5X5/lUqFwMBANGrUqFDQKkrLli2Rl5eHI0eOSNtSUlJw6dIlizrn165dO/z5558IDAws9FCpVGjdujVMJhN+//33YusIoNDfoKARI0bg0qVL+PHHHwvtE0IgLS0Nrq6u8PX1LfVv7urqiqFDh+Lzzz/Hhg0bsHHjRty9exdA0eeDqKbIyMjAyZMncfLkSQAPQtPJkycRFxeHhx56CM888wxGjRqFTZs2ITY2FkePHsWiRYvw008/WRxn1apV8PHxKfHORmth2CIiWb3++utYs2YNPv30U1y+fBlLly7Fpk2bMHXqVKlMQEAAfvvtNyQlJSE1NRUAEBgYiE2bNuHkyZM4deoURowYAZPJJHt9mzZtiv79+2Ps2LE4cOAATp06hWeffRb169cvcmI6AEybNg3R0dGYMGECTp48icuXL2Pr1q14+eWXpfZFRETgueeew5YtWxAbG4u9e/fiu+++AwD4+/tDoVBg27ZtuHPnDjIyMop8nyFDhmDo0KEYPnw4FixYgGPHjuH69evYtm0bunfvLt108Prrr2PRokXYsGEDLl68iOnTp+PkyZN45ZVXAADvv/8+1q9fjwsXLuDSpUv4/vvv4e3tDTc3N6m+Bc8HUU1x7NgxBAUFISgoCAAwefJkBAUF4Z133gHw4OaOUaNGYcqUKWjWrBn+9a9/4ciRI/Dz85OOYTKZsGbNGkRGRhYabpSFrDPCiOgfp+AEeSGE+OSTT0Tjxo2Fg4ODeOihh8RXX31lsX/r1q0iMDBQKJVK4e/vL4QQIjY2VnTr1k1otVrh5+cnPvroIxEWFiZeeeUV6XXlnSBflroKIcTdu3fFyJEjhU6nE1qtVoSHh4tLly5J+4ua0P7HH3+IHj16CGdnZ+Hk5CTatGljMUn9/v374rXXXhM+Pj5CpVKJwMBAsWrVKmn/3Llzhbe3t1AoFCIiIqLYOhuNRrF8+XLRsWNH4ejoKFxdXUX79u3Fhx9+KLKysqQyc+bMEfXr1xcODg7ikUceETt27JCOsWLFCtG2bVvh5OQkXF1dxZNPPilOnDgh7S/qfBBRxSmEKGaCAhERFemXX35Br169kJ2dLQ0BEhEVh8OIRETlcOvWLfz4449o2rQpgxYRlQnvRiQiKofevXsjPT0dn3zySXVXhYhsBIcRiYiIiGTEYUQiIiIiGTFsEREREcmIYYuIiIhIRgxbRERERDJi2CIiIiKSEcMWERERkYwYtoiIiIhkxLBFREREJCOGLSIiIiIZ/T92gTtfOOg/4wAAAABJRU5ErkJggg==", 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" ] @@ -202,6 +106,9 @@ } ], "source": [ + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "\n", "# using climate investment data, create a scatter plot of \"Total Project Cost\" vs \"Poverty\"\n", "sns.scatterplot(data=climate_investment, x='Total Project Cost', y='Poverty')\n", "plt.title('Total Project Cost vs Poverty')\n", @@ -212,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -624,7 +531,7 @@ "[409 rows x 194 columns]" ] }, - "execution_count": 40, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -636,7 +543,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -646,12 +553,12 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -669,33 +576,7 @@ }, { "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: shapely in ./.venv/lib/python3.12/site-packages (2.0.6)\n", - "Requirement already satisfied: fiona in ./.venv/lib/python3.12/site-packages (1.10.1)\n", - "Requirement already satisfied: pyproj in ./.venv/lib/python3.12/site-packages (3.6.1)\n", - "Requirement already satisfied: numpy<3,>=1.14 in ./.venv/lib/python3.12/site-packages (from shapely) (2.1.1)\n", - "Requirement already satisfied: attrs>=19.2.0 in ./.venv/lib/python3.12/site-packages (from fiona) (24.2.0)\n", - "Requirement already satisfied: certifi in ./.venv/lib/python3.12/site-packages (from fiona) (2024.8.30)\n", - "Requirement already satisfied: click~=8.0 in ./.venv/lib/python3.12/site-packages (from fiona) (8.1.7)\n", - "Requirement already satisfied: click-plugins>=1.0 in ./.venv/lib/python3.12/site-packages (from fiona) (1.1.1)\n", - "Requirement already satisfied: cligj>=0.5 in ./.venv/lib/python3.12/site-packages (from fiona) (0.7.2)\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], - "source": [ - "%pip install shapely fiona pyproj\n" - ] - }, - { - "cell_type": "code", - "execution_count": 44, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -708,20 +589,20 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_513476/3570709754.py:7: FutureWarning: The provided callable is currently using DataFrameGroupBy.sum. In a future version of pandas, the provided callable will be used directly. To keep current behavior pass the string \"sum\" instead.\n", + "/tmp/ipykernel_3460201/3570709754.py:7: FutureWarning: The provided callable is currently using DataFrameGroupBy.sum. In a future version of pandas, the provided callable will be used directly. To keep current behavior pass the string \"sum\" instead.\n", " pivot_table = pd.pivot_table(climate_investment, values='Total Project Cost', index='County_y', aggfunc=np.sum)\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -748,39 +629,80 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "Index(['Tract', 'ZIP', 'County_x', 'ApproxLoc', 'TotPop19', 'CIscore',\n", + " 'CIscoreP', 'Ozone', 'OzoneP', 'PM2_5',\n", + " ...\n", + " 'Net Density DUA', 'Applicants Assisted', 'Invasive Cover 12 Months',\n", + " 'Invasive Cover 36 Months', 'Project Acreage', 'IS IAE',\n", + " 'Intermediary Admin Expenses Calc', 'PRIMARY_FUNDING_RECIPIENT_TYPE',\n", + " 'TRIBAL AFFILIATION', 'PROJECT PARTNERS'],\n", + " dtype='object', length=194)" ] }, + "execution_count": 22, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "# Plot the Census tracts\n", - "climate_investment.plot(figsize=(10, 10))\n", - "\n", - "# Add title and labels\n", - "plt.title('Census Tracts')\n", - "plt.xlabel('Longitude')\n", - "plt.ylabel('Latitude')\n", - "\n", - "# Show the plot\n", - "plt.show()\n" + "# column names\n", + "climate_investment.columns" ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "# print columns to csv\n", + "columns_df = pd.DataFrame(climate_investment.columns, columns=['Column Name'])\n", + "columns_df.to_csv('columns.csv', index=False)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 None\n", + "1 None\n", + "2 None\n", + "3 None\n", + "4 None\n", + "Name: Lat Long, dtype: object" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# head of column 'Lat Long' \n", + "climate_investment['Lat Long'].head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "spatial_modeling", + "display_name": "california", "language": "python", "name": "python3" }, @@ -794,7 +716,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.11.10" } }, "nbformat": 4,