census_data_analysis.ipynb

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    "from ipywidgets import interact\n",
    "from analysis_utils import get_styled_census_data, get_state_fips_codes, get_styled_tribal_data, get_tribal_area_names, get_frame_for_tribal_areas"
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    "# Language Usage for states, counties, and census tribal areas\n",
    "\n",
    "- [For states](#state_overview) see detailed data on [WIC utilization](#utilization), [State-level, detailed language data](#state-lang), and [County-level, broad language data](#county-lang)\n",
    "- [For census tribal areas](#tibal-overview), [tribe-level, broad language data](#tribal)\n",
    "\n",
    "All language and populatioen data are from the [2019 American Community Survey 5-year estimates](https://www.census.gov/programs-surveys/acs). WIC Data are from [National- and State-Level Estimates of WIC Eligibility and WIC Program Reach in 2018 With Updated Estimates for 2016 and 2017](https://www.fns.usda.gov/wic/national-and-state-level-estimates-wic-eligibility-and-wic-program-reach-2018-updated)."
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    "<a id='state_overview'></a>\n",
    "## Who speaks which languages in which counties\n",
    "\n",
    "Below are the following data about states:\n",
    "- WIC Participation rates for the state, per WIC's 2018 Coverage Rates\n",
    "- Detailed language breakdowns of the percentage of speakers of languages in the state who do not speak English well\n",
    "- County-level breakdowns of who percentages of speakers of languages for speakers who do not speak English well\n",
    "\n",
    "Counties are sorted by population (highest population first)."
   ]
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       "interactive(children=(Dropdown(description='state', options=(('Alabama', '01'), ('Alaska', '02'), ('Arizona', …"
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       "<function analysis_utils.get_styled_census_data(state: str) -> None>"
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   "source": [
    "interact(get_styled_census_data, state=get_state_fips_codes().items())\n"
   ]
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    "<a id='tibal-overview'></a>\n",
    "## Who speaks which languages in tribes\n",
    "\n",
    "Because tribal areas tend to be smaller, few have the detailed breakdowns of the state-data above. However, we can still get broad counts like counties, as below."
   ]
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       "interactive(children=(Dropdown(description='tribe', options=(('Acoma Pueblo and Off-Reservation Trust Land, NM…"
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     "data": {
      "text/plain": [
       "<function analysis_utils.get_styled_tribal_data(tribe: str) -> None>"
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   "source": [
    "interact(get_styled_tribal_data, tribe=get_tribal_area_names().items())"
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