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updating data guide
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Niklewa committed Jul 23, 2024
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" - [Outcome variables](#toc1_2_) \n",
" - [GDP](#toc1_2_1_) \n",
" - [ Unemployment Rate](#toc1_2_2_) \n",
" - [Population](#toc1_2_3_) \n",
" - [Population density](#toc1_2_3_1_) \n",
" - [Ethnic composition](#toc1_2_4_) \n",
" - [Ethnic composition](#toc1_2_5_) \n",
" - [Poverty (Time Series)](#toc1_2_6_) \n",
" - [Industry composition (time series)](#toc1_2_7_) \n",
" - [ Unemployment Rate (Census Tracts)](#toc1_2_3_) \n",
" - [Population](#toc1_2_4_) \n",
" - [Population (Census Tracts)](#toc1_2_5_) \n",
" - [Population density](#toc1_2_5_1_) \n",
" - [Urbanicity (Census Tracts)](#toc1_2_6_) \n",
" - [Ethnic composition](#toc1_2_7_) \n",
" - [Ethnic composition](#toc1_2_8_) \n",
" - [Poverty (Time Series)](#toc1_2_9_) \n",
" - [Industry composition (time series)](#toc1_2_10_) \n",
" - [Background variables](#toc1_3_) \n",
" - [Transportation](#toc1_3_1_) \n",
" - [National Walkability Index](#toc1_3_1_1_) \n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_2_'></a>[ Unemployment Rate (Census Tracts)](#toc0_)\n",
"### <a id='toc1_2_3_'></a>[ Unemployment Rate (Census Tracts)](#toc0_)\n",
"- **Definition** - Unemployment rate (%), population 16 years and over\n",
"\n",
"- **Time restrictions** - 2010 to 2022\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_3_'></a>[Population](#toc0_)\n",
"### <a id='toc1_2_4_'></a>[Population](#toc0_)\n",
"\n",
"- **Definition** - Demographic variables, including a time series for population, were obtained from the CAINC30 dataset created by the Bureau of Economic Analysis.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_3_'></a>[Population (Census Tracts)](#toc0_)\n",
"### <a id='toc1_2_5_'></a>[Population (Census Tracts)](#toc0_)\n",
"\n",
"- **Definition**: This dataset contains population data for census tracts in the United States, obtained from the ACS 5-year estimates.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"#### <a id='toc1_2_3_1_'></a>[Population density](#toc0_)\n",
"#### <a id='toc1_2_5_1_'></a>[Population density](#toc0_)\n",
"\n",
"- **Definition** - Population density in units people/m^2. \n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_3_3_'></a>[Urbanicity (Census Tracts)](#toc0_)\n",
"### <a id='toc1_2_6_'></a>[Urbanicity (Census Tracts)](#toc0_)\n",
"\n",
"- **Definition:** This dataset comprises variables representing urban and rural areas within census tracts, including population, land, and housing characteristics. Two seperate datasets for pre and post 2022.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_4_'></a>[Ethnic composition](#toc0_)\n",
"### <a id='toc1_2_5_'></a>[Ethnic composition](#toc0_)\n",
"### <a id='toc1_2_7_'></a>[Ethnic composition](#toc0_)\n",
"### <a id='toc1_2_8_'></a>[Ethnic composition](#toc0_)\n",
"\n",
"- **Definition:** This dataset contains demographic information extracted from the American Community Survey (ACS). The raw dataset is a subset of the full set of demographic and housing estimates (DP05), and it includes selected variables, as listed in the \"Notes\" section. The original dataset contained absolute counts, our final dataset provides proportions of various racial and ethnic groups.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_6_'></a>[Poverty (Time Series)](#toc0_)\n",
"### <a id='toc1_2_9_'></a>[Poverty (Time Series)](#toc0_)\n",
"\n",
"- **Definition:** This dataset contains estimations of poverty and income in the United States by county.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### <a id='toc1_2_7_'></a>[Industry composition (time series)](#toc0_)\n",
"### <a id='toc1_2_10_'></a>[Industry composition (time series)](#toc0_)\n",
"\n",
"- **Definition:** This dataset contains industry information extracted from the American Community Survey (ACS). The raw dataset is a subset of the full set of Industry by Sex for the Civilian Emplkoyed Population (S2403) and it includes selected variables, as listed in the \"Notes\" section. It is a time series expansion of the previous dataset.\n",
"- **Definition:** This dataset contains industry information extracted from the American Community Survey (ACS). The raw dataset is a subset of the full set of Industry by Sex for the Civilian Employed Population (S2403) and it includes selected variables, as listed in the \"Notes\" section. It is a time series expansion of the previous dataset.\n",
"\n",
"- **Time Restrictions:** Data is based on 5-year ACS estimation made on each year separately, starting from 2010, ending with 2021.\n",
"\n",
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