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california-equity-git/initial_view/some_descriptives.ipynb
2024-09-28 23:12:43 -07:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Project: California Equity Research\n",
"### Data: postgis db `calif_equity` with california climate investment and california enviroscreen data\n",
"#### 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"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"# set working directory\n",
"import os\n",
"os.chdir(\"/home/dadams/CSU Fullerton Dropbox/David Adams/Research Projects/California Equity/california_equity_git\")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"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",
"Collecting scikit-learn\n",
" Using cached scikit_learn-1.5.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (13 kB)\n",
"Requirement already satisfied: numpy>=1.22 in ./.venv/lib/python3.12/site-packages (from geopandas) (2.1.1)\n",
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"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",
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"Requirement already satisfied: certifi>=2017.4.17 in ./.venv/lib/python3.12/site-packages (from requests) (2024.8.30)\n",
"Collecting scipy>=1.6.0 (from scikit-learn)\n",
" Using cached scipy-1.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)\n",
"Collecting joblib>=1.2.0 (from scikit-learn)\n",
" Using cached joblib-1.4.2-py3-none-any.whl.metadata (5.4 kB)\n",
"Collecting threadpoolctl>=3.1.0 (from scikit-learn)\n",
" Using cached threadpoolctl-3.5.0-py3-none-any.whl.metadata (13 kB)\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",
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"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",
"Using cached scikit_learn-1.5.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.9 MB)\n",
"Using cached joblib-1.4.2-py3-none-any.whl (301 kB)\n",
"Using cached scipy-1.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (40.8 MB)\n",
"Using cached threadpoolctl-3.5.0-py3-none-any.whl (18 kB)\n",
"Installing collected packages: threadpoolctl, scipy, joblib, scikit-learn\n",
"Successfully installed joblib-1.4.2 scikit-learn-1.5.2 scipy-1.14.1 threadpoolctl-3.5.0\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": 12,
"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": 13,
"metadata": {},
"outputs": [],
"source": [
"# Set up some default plot aesthetics using seaborn\n",
"sns.set(style=\"whitegrid\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting psycopg2-binary\n",
" Using cached psycopg2_binary-2.9.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.4 kB)\n",
"Collecting sqlalchemy\n",
" Using cached SQLAlchemy-2.0.35-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.6 kB)\n",
"Collecting typing-extensions>=4.6.0 (from sqlalchemy)\n",
" Using cached typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)\n",
"Collecting greenlet!=0.4.17 (from sqlalchemy)\n",
" Using cached greenlet-3.1.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (3.8 kB)\n",
"Using cached psycopg2_binary-2.9.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.0 MB)\n",
"Using cached SQLAlchemy-2.0.35-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.2 MB)\n",
"Using cached greenlet-3.1.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (613 kB)\n",
"Using cached typing_extensions-4.12.2-py3-none-any.whl (37 kB)\n",
"Installing collected packages: typing-extensions, psycopg2-binary, greenlet, sqlalchemy\n",
"Successfully installed greenlet-3.1.1 psycopg2-binary-2.9.9 sqlalchemy-2.0.35 typing-extensions-4.12.2\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": 15,
"metadata": {},
"outputs": [],
"source": [
"# connect and authenticate with the database\n",
"from sqlalchemy import create_engine\n",
"import psycopg2\n",
"import pandas as pd\n",
"\n",
"# Database connection string\n",
"db_connection_url = 'postgresql+psycopg2://postgres:MandyLinkToby3@localhost:5432/calif_equity'\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# Create sqlalchemy engine\n",
"engine = create_engine(db_connection_url)\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# Read in the data from the database\n",
"sql = 'SELECT * FROM california_climate_investment'\n",
"climate_investment = pd.read_sql(sql, engine)\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"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": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
" # list columns in the dataframe\n",
"climate_investment.columns\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 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",
"plt.show()\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Tract</th>\n",
" <th>ZIP</th>\n",
" <th>County_x</th>\n",
" <th>ApproxLoc</th>\n",
" <th>TotPop19</th>\n",
" <th>CIscore</th>\n",
" <th>CIscoreP</th>\n",
" <th>Ozone</th>\n",
" <th>OzoneP</th>\n",
" <th>PM2_5</th>\n",
" <th>...</th>\n",
" <th>Net Density DUA</th>\n",
" <th>Applicants Assisted</th>\n",
" <th>Invasive Cover 12 Months</th>\n",
" <th>Invasive Cover 36 Months</th>\n",
" <th>Project Acreage</th>\n",
" <th>IS IAE</th>\n",
" <th>Intermediary Admin Expenses Calc</th>\n",
" <th>PRIMARY_FUNDING_RECIPIENT_TYPE</th>\n",
" <th>TRIBAL AFFILIATION</th>\n",
" <th>PROJECT PARTNERS</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>4662</th>\n",
" <td>6067988300.0</td>\n",
" <td>95630</td>\n",
" <td>Sacramento</td>\n",
" <td>Folsom</td>\n",
" <td>4860</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.054629</td>\n",
" <td>71.661481</td>\n",
" <td>7.607284</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4663</th>\n",
" <td>6067988300.0</td>\n",
" <td>95630</td>\n",
" <td>Sacramento</td>\n",
" <td>Folsom</td>\n",
" <td>4860</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.054629</td>\n",
" <td>71.661481</td>\n",
" <td>7.607284</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7377</th>\n",
" <td>6073009901.0</td>\n",
" <td>92106</td>\n",
" <td>San Diego</td>\n",
" <td>San Diego</td>\n",
" <td>767</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.043205</td>\n",
" <td>32.146858</td>\n",
" <td>10.161979</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8943</th>\n",
" <td>6073006300.0</td>\n",
" <td>92140</td>\n",
" <td>San Diego</td>\n",
" <td>San Diego</td>\n",
" <td>3760</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.042599</td>\n",
" <td>29.894213</td>\n",
" <td>10.270812</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12609</th>\n",
" <td>6073006200.0</td>\n",
" <td>92101</td>\n",
" <td>San Diego</td>\n",
" <td>San Diego</td>\n",
" <td>23</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.042599</td>\n",
" <td>29.894213</td>\n",
" <td>10.338105</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101197</th>\n",
" <td>6059021813.0</td>\n",
" <td>92807</td>\n",
" <td>Orange</td>\n",
" <td>Anaheim</td>\n",
" <td>4</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.048278</td>\n",
" <td>55.382701</td>\n",
" <td>12.156761</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101198</th>\n",
" <td>6059021813.0</td>\n",
" <td>92807</td>\n",
" <td>Orange</td>\n",
" <td>Anaheim</td>\n",
" <td>4</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.048278</td>\n",
" <td>55.382701</td>\n",
" <td>12.156761</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101199</th>\n",
" <td>6059021813.0</td>\n",
" <td>92807</td>\n",
" <td>Orange</td>\n",
" <td>Anaheim</td>\n",
" <td>4</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.048278</td>\n",
" <td>55.382701</td>\n",
" <td>12.156761</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101200</th>\n",
" <td>6059021813.0</td>\n",
" <td>92807</td>\n",
" <td>Orange</td>\n",
" <td>Anaheim</td>\n",
" <td>4</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.048278</td>\n",
" <td>55.382701</td>\n",
" <td>12.156761</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118597</th>\n",
" <td>6029006002.0</td>\n",
" <td>93561</td>\n",
" <td>Kern</td>\n",
" <td>Tehachapi</td>\n",
" <td>4228</td>\n",
" <td>-999.0</td>\n",
" <td>-999.0</td>\n",
" <td>0.064647</td>\n",
" <td>93.627878</td>\n",
" <td>7.132276</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>False</td>\n",
" <td>0</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>409 rows × 194 columns</p>\n",
"</div>"
],
"text/plain": [
" Tract ZIP County_x ApproxLoc TotPop19 CIscore \\\n",
"4662 6067988300.0 95630 Sacramento Folsom 4860 -999.0 \n",
"4663 6067988300.0 95630 Sacramento Folsom 4860 -999.0 \n",
"7377 6073009901.0 92106 San Diego San Diego 767 -999.0 \n",
"8943 6073006300.0 92140 San Diego San Diego 3760 -999.0 \n",
"12609 6073006200.0 92101 San Diego San Diego 23 -999.0 \n",
"... ... ... ... ... ... ... \n",
"101197 6059021813.0 92807 Orange Anaheim 4 -999.0 \n",
"101198 6059021813.0 92807 Orange Anaheim 4 -999.0 \n",
"101199 6059021813.0 92807 Orange Anaheim 4 -999.0 \n",
"101200 6059021813.0 92807 Orange Anaheim 4 -999.0 \n",
"118597 6029006002.0 93561 Kern Tehachapi 4228 -999.0 \n",
"\n",
" CIscoreP Ozone OzoneP PM2_5 ... Net Density DUA \\\n",
"4662 -999.0 0.054629 71.661481 7.607284 ... 0.0 \n",
"4663 -999.0 0.054629 71.661481 7.607284 ... 0.0 \n",
"7377 -999.0 0.043205 32.146858 10.161979 ... 0.0 \n",
"8943 -999.0 0.042599 29.894213 10.270812 ... 0.0 \n",
"12609 -999.0 0.042599 29.894213 10.338105 ... 0.0 \n",
"... ... ... ... ... ... ... \n",
"101197 -999.0 0.048278 55.382701 12.156761 ... 0.0 \n",
"101198 -999.0 0.048278 55.382701 12.156761 ... 0.0 \n",
"101199 -999.0 0.048278 55.382701 12.156761 ... 0.0 \n",
"101200 -999.0 0.048278 55.382701 12.156761 ... 0.0 \n",
"118597 -999.0 0.064647 93.627878 7.132276 ... 0.0 \n",
"\n",
" Applicants Assisted Invasive Cover 12 Months \\\n",
"4662 0 0 \n",
"4663 0 0 \n",
"7377 0 0 \n",
"8943 0 0 \n",
"12609 0 0 \n",
"... ... ... \n",
"101197 0 0 \n",
"101198 0 0 \n",
"101199 0 0 \n",
"101200 0 0 \n",
"118597 0 0 \n",
"\n",
" Invasive Cover 36 Months Project Acreage IS IAE \\\n",
"4662 0 0 False \n",
"4663 0 0 False \n",
"7377 0 0 False \n",
"8943 0 0 False \n",
"12609 0 0 False \n",
"... ... ... ... \n",
"101197 0 0 False \n",
"101198 0 0 False \n",
"101199 0 0 False \n",
"101200 0 0 False \n",
"118597 0 0 False \n",
"\n",
" Intermediary Admin Expenses Calc PRIMARY_FUNDING_RECIPIENT_TYPE \\\n",
"4662 0 None \n",
"4663 0 None \n",
"7377 0 None \n",
"8943 0 None \n",
"12609 0 None \n",
"... ... ... \n",
"101197 0 None \n",
"101198 0 None \n",
"101199 0 None \n",
"101200 0 None \n",
"118597 0 None \n",
"\n",
" TRIBAL AFFILIATION PROJECT PARTNERS \n",
"4662 None None \n",
"4663 None None \n",
"7377 None None \n",
"8943 None None \n",
"12609 None None \n",
"... ... ... \n",
"101197 None None \n",
"101198 None None \n",
"101199 None None \n",
"101200 None None \n",
"118597 None None \n",
"\n",
"[409 rows x 194 columns]"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# look for negative values in the \"Poverty\" column\n",
"climate_investment[climate_investment['Poverty'] < 0]\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# remove rows with negative values in the \"Poverty\" column\n",
"climate_investment = climate_investment[climate_investment['Poverty'] >= 0]\n"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 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",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: shapely in ./.venv/lib/python3.12/site-packages (2.0.6)\n",
"Collecting fiona\n",
" Using cached fiona-1.10.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (56 kB)\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",
"Collecting attrs>=19.2.0 (from fiona)\n",
" Using cached attrs-24.2.0-py3-none-any.whl.metadata (11 kB)\n",
"Requirement already satisfied: certifi in ./.venv/lib/python3.12/site-packages (from fiona) (2024.8.30)\n",
"Collecting click~=8.0 (from fiona)\n",
" Using cached click-8.1.7-py3-none-any.whl.metadata (3.0 kB)\n",
"Collecting click-plugins>=1.0 (from fiona)\n",
" Using cached click_plugins-1.1.1-py2.py3-none-any.whl.metadata (6.4 kB)\n",
"Collecting cligj>=0.5 (from fiona)\n",
" Using cached cligj-0.7.2-py3-none-any.whl.metadata (5.0 kB)\n",
"Using cached fiona-1.10.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.2 MB)\n",
"Using cached attrs-24.2.0-py3-none-any.whl (63 kB)\n",
"Using cached click-8.1.7-py3-none-any.whl (97 kB)\n",
"Using cached click_plugins-1.1.1-py2.py3-none-any.whl (7.5 kB)\n",
"Using cached cligj-0.7.2-py3-none-any.whl (7.1 kB)\n",
"Installing collected packages: click, attrs, cligj, click-plugins, fiona\n",
"Successfully installed attrs-24.2.0 click-8.1.7 click-plugins-1.1.1 cligj-0.7.2 fiona-1.10.1\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": 24,
"metadata": {},
"outputs": [],
"source": [
"## set up the environment\n",
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_513476/3570709754.py:7: FutureWarning: The provided callable <function sum at 0x73272b515300> 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": {
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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Total Project Cost heatmap by County\n",
"# read in the data\n",
"sql = 'SELECT * FROM california_climate_investment'\n",
"climate_investment = pd.read_sql(sql, engine)\n",
"\n",
"# create a pivot table\n",
"pivot_table = pd.pivot_table(climate_investment, values='Total Project Cost', index='County_y', aggfunc=np.sum)\n",
"\n",
"# create a heatmap\n",
"sns.heatmap(pivot_table, cmap='coolwarm')\n",
"plt.title('Total Project Cost by County')\n",
"plt.show()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x1000 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"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"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "spatial_modeling",
"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": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}