From cfd6b14e7496ad764216c2f0815f39e8199b9312 Mon Sep 17 00:00:00 2001
From: PengnanZ <57605178+PengnanZ@users.noreply.github.com>
Date: Fri, 25 Feb 2022 15:24:39 -0500
Subject: [PATCH] Delete censusdata tutorail.ipynb
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-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "78ccb82d",
- "metadata": {},
- "source": [
- "# Censusdata tutorial\n",
- "\n",
- "Useful link:\n",
- "\n",
- "https://jtleider.github.io/censusdata/example1.html\n",
- "\n",
- "https://jtleider.github.io/censusdata/api.html\n",
- "\n",
- "https://jtleider.github.io/censusdata/example3.html"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "dc5fcca9",
- "metadata": {},
- "source": [
- "### Install censusdata library"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "id": "54211a3c",
- "metadata": {
- "scrolled": true
- },
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Collecting censusdata\n",
- " Downloading CensusData-1.15.tar.gz (26.6 MB)\n",
- "\u001b[K |████████████████████████████████| 26.6 MB 5.5 MB/s eta 0:00:01\n",
- "\u001b[?25hRequirement already satisfied: pandas in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from censusdata) (1.3.4)\n",
- "Requirement already satisfied: requests in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from censusdata) (2.27.1)\n",
- "Requirement already satisfied: python-dateutil>=2.7.3 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from pandas->censusdata) (2.8.2)\n",
- "Requirement already satisfied: pytz>=2017.3 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from pandas->censusdata) (2021.3)\n",
- "Requirement already satisfied: numpy>=1.17.3 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from pandas->censusdata) (1.20.3)\n",
- "Requirement already satisfied: six>=1.5 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from python-dateutil>=2.7.3->pandas->censusdata) (1.16.0)\n",
- "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from requests->censusdata) (1.26.7)\n",
- "Requirement already satisfied: idna<4,>=2.5 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from requests->censusdata) (3.2)\n",
- "Requirement already satisfied: charset-normalizer~=2.0.0 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from requests->censusdata) (2.0.4)\n",
- "Requirement already satisfied: certifi>=2017.4.17 in /Users/liruohong/opt/anaconda3/lib/python3.9/site-packages (from requests->censusdata) (2021.10.8)\n",
- "Building wheels for collected packages: censusdata\n",
- " Building wheel for censusdata (setup.py) ... \u001b[?25ldone\n",
- "\u001b[?25h Created wheel for censusdata: filename=CensusData-1.15-py3-none-any.whl size=28205534 sha256=67f5d3391f90bc0e7dba31614e537f4acd16155c871442aeb1cd9a322a4f3f14\n",
- " Stored in directory: /Users/liruohong/Library/Caches/pip/wheels/f7/28/2d/3308dceb3ca282b1479585690170f0a00821d9b36cbf835159\n",
- "Successfully built censusdata\n",
- "Installing collected packages: censusdata\n",
- "Successfully installed censusdata-1.15\n",
- "Note: you may need to restart the kernel to use updated packages.\n"
- ]
- }
- ],
- "source": [
- "pip install censusdata"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "e7581483",
- "metadata": {},
- "source": [
- "### Import libararys\n",
- "Import censusdata libararys\n",
- "\n",
- "Import pandas libarary for data processing"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "id": "dbda6a76",
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "import censusdata"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "569bec68",
- "metadata": {},
- "source": [
- "### Method of censusdata library\n",
- "censusdata.search(src, year,field, criterion,tabletype): search for given text patterns\n",
- "\n",
- "censusdata.censustable():identified table of interest\n",
- "\n",
- "censusdata.printtable():show all variables included in the identified table of interest\n",
- "\n",
- "censusdata.geographies():\n",
- "\n",
- "censusdata.download():download the selected data"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "id": "5b7a5a3e",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "[('B23024_023E',\n",
- " 'POVERTY STATUS IN THE PAST 12 MONTHS BY DISABILITY STATUS BY EMPLOYMENT STATUS FOR THE POPULATION 20 TO 64 YEARS',\n",
- " 'Estimate!!Total!!Income in the past 12 months at or above poverty level!!With a disability!!In labor force!!Civilian!!Unemployed'),\n",
- " ('B23024_030E',\n",
- " 'POVERTY STATUS IN THE PAST 12 MONTHS BY DISABILITY STATUS BY EMPLOYMENT STATUS FOR THE POPULATION 20 TO 64 YEARS',\n",
- " 'Estimate!!Total!!Income in the past 12 months at or above poverty level!!No disability!!In labor force!!Civilian!!Unemployed'),\n",
- " ('B23025_005E',\n",
- " 'EMPLOYMENT STATUS FOR THE POPULATION 16 YEARS AND OVER',\n",
- " 'Estimate!!Total!!In labor force!!Civilian labor force!!Unemployed'),\n",
- " ('B27011_014E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed'),\n",
- " ('B27011_015E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!18 to 64 years'),\n",
- " ('B27011_016E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!18 to 64 years!!With health insurance coverage'),\n",
- " ('B27011_017E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!18 to 64 years!!With health insurance coverage!!With private health insurance'),\n",
- " ('B27011_018E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!18 to 64 years!!With health insurance coverage!!With public coverage'),\n",
- " ('B27011_019E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!18 to 64 years!!No health insurance coverage'),\n",
- " ('B27011_020E',\n",
- " 'HEALTH INSURANCE COVERAGE STATUS AND TYPE BY EMPLOYMENT STATUS BY AGE',\n",
- " 'Estimate!!Total!!In labor force!!Unemployed!!65 years and over')]"
- ]
- },
- "execution_count": 6,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "censusdata.search('acs5', 2015, 'label', 'unemploy')[80:90]"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "id": "40cbfb96",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Variable | Table | Label | Type \n",
- "-------------------------------------------------------------------------------------------------------------------\n",
- "B23025_001E | EMPLOYMENT STATUS FOR THE POPU | !! Estimate Total | int \n",
- "B23025_002E | EMPLOYMENT STATUS FOR THE POPU | !! !! Estimate Total In labor force | int \n",
- "B23025_003E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! Estimate Total In labor force Civilian labor fo | int \n",
- "B23025_004E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! !! Estimate Total In labor force Civilian labor | int \n",
- "B23025_005E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! !! Estimate Total In labor force Civilian labor | int \n",
- "B23025_006E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! Estimate Total In labor force Armed Forces | int \n",
- "B23025_007E | EMPLOYMENT STATUS FOR THE POPU | !! !! Estimate Total Not in labor force | int \n",
- "-------------------------------------------------------------------------------------------------------------------\n"
- ]
- }
- ],
- "source": [
- "censusdata.printtable(censusdata.censustable('acs5', 2015, 'B23025'))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "id": "2bf2bc44",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Variable | Table | Label | Type \n",
- "-------------------------------------------------------------------------------------------------------------------\n",
- "B23025_001E | EMPLOYMENT STATUS FOR THE POPU | !! Estimate Total | int \n",
- "B23025_002E | EMPLOYMENT STATUS FOR THE POPU | !! !! Estimate Total In labor force | int \n",
- "B23025_003E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! Estimate Total In labor force Civilian labor fo | int \n",
- "B23025_004E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! !! Estimate Total In labor force Civilian labor | int \n",
- "B23025_005E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! !! Estimate Total In labor force Civilian labor | int \n",
- "B23025_006E | EMPLOYMENT STATUS FOR THE POPU | !! !! !! Estimate Total In labor force Armed Forces | int \n",
- "B23025_007E | EMPLOYMENT STATUS FOR THE POPU | !! !! Estimate Total Not in labor force | int \n",
- "-------------------------------------------------------------------------------------------------------------------\n"
- ]
- }
- ],
- "source": [
- "censusdata.printtable(censusdata.censustable('acs5', 2015, 'B23025'))"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "1a3e0003",
- "metadata": {},
- "source": [
- "### Class for representing Census geographies: censusdata.censusgeo(geo,name)\n",
- "\n",
- "censusdata.censusgeo.hierarchy():Geography hierarchy for the geographic level of this object\n",
- "\n",
- "censusdata.censusgeo.params():Geographic parameters of this object.\n",
- "\n",
- "censusdata.censusgeo.request():Generate geographic parameters for Census API request.\n",
- "\n",
- "censusdata.censusgeo.sumlevel():Summary level code for the geographic level of this object."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "id": "4572b9e7",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Summary level: 050, state:17> county:031\n",
- "(('state', '17'), ('county', '031'))\n",
- "{'for': 'county:031', 'in': 'state:17'}\n",
- "050\n"
- ]
- }
- ],
- "source": [
- "geo = censusdata.censusgeo([('state', '17'), ('county', '031')])\n",
- "print(geo)\n",
- "print(geo.params())\n",
- "print(geo.request())\n",
- "print(geo.sumlevel())"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "e8d800b3",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "ec541cba",
- "metadata": {},
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- "source": []
- }
- ],
- "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": "3.9.7"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
--
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