├── .gitignore ├── README.md ├── config.rb ├── css ├── jquery-ui.css ├── jquery.tagit.css ├── main-style.css ├── print.css └── urban-header.css ├── data ├── 201911-update │ ├── Auto_loan_county.csv │ ├── Auto_loan_nation_states.csv │ ├── Medical_Debt_county.csv │ ├── Medical_Debt_nation_states.csv │ ├── Overall_Delinquent_Debt_county.csv │ ├── Overall_Delinquent_Debt_nation_states.csv │ ├── Student_loan_county.csv │ └── Student_loan_nation_states.csv ├── 202103-update │ ├── Auto_loan_county.csv │ ├── Auto_loan_nation_states.csv │ ├── Medical_Debt_county.csv │ ├── Medical_Debt_nation_states.csv │ ├── Overall_Delinquent_Debt_county.csv │ ├── Overall_Delinquent_Debt_nation_states.csv │ ├── Student_loan_county.csv │ └── Student_loan_nation_states.csv ├── 20210323update │ ├── county_auto.csv │ ├── county_medical.csv │ ├── county_overall.csv │ ├── county_student.csv │ ├── state_national_auto.csv │ ├── state_national_medical.csv │ ├── state_national_overall.csv │ └── state_national_student.csv ├── 20220501-update │ ├── county_auto.csv │ ├── county_medical.csv │ ├── county_overall.csv │ ├── county_student.csv │ ├── state_national_auto.csv │ ├── state_national_medical.csv │ ├── state_national_overall.csv │ └── state_national_student.csv ├── 20230629-update │ ├── county_auto.csv │ ├── county_medical.csv │ ├── county_overall.csv │ ├── county_student.csv │ ├── state_national_auto.csv │ ├── state_national_medical.csv │ ├── state_national_overall.csv │ ├── state_national_student.csv │ └── state_national_youth.csv ├── 20230914-update │ ├── county_auto.csv │ ├── county_medical.csv │ ├── county_overall.csv │ ├── county_student.csv │ ├── state_national_auto.csv │ ├── state_national_medical.csv │ ├── state_national_overall.csv │ ├── state_national_student.csv │ └── state_national_youth.csv ├── 20240715-update │ ├── county_auto.csv │ ├── county_medical.csv │ ├── county_overall.csv │ ├── county_student.csv │ ├── state_national_auto.csv │ ├── state_national_medical.csv │ ├── state_national_overall.csv │ ├── state_national_student.csv │ └── state_national_youth.csv ├── us-10m.v1.json └── us-5m-2020-shapes.json ├── debtflow.png ├── debtflow.xml ├── debtflow2.png ├── downloadable-docs ├── debt_interactive_technical_appendix_2021.pdf ├── debt_interactive_technical_appendix_2022.pdf ├── debt_interactive_technical_appendix_2023.pdf └── debt_interactive_technical_appendix_2024.pdf ├── img ├── arrow-grey.png ├── arrow-up.png ├── arrow.png ├── banner-image.jpeg ├── banner-image2.png ├── banner-image3.png ├── close-sign.png ├── close-sign2.png ├── favicon.ico ├── icon-close.svg ├── print-footer.png ├── print-logo-full.png ├── print.svg ├── reload.png ├── search-icon-01-01.png ├── search-icon-01.png ├── search-icon.svg └── social.jpg ├── index.html ├── js ├── header.js ├── keys.js ├── lib │ ├── d3-scale-chromatic.v1.min.js │ ├── d3.v4.js │ └── topojson.v1.min.js ├── main.js ├── minified-main.js ├── print.js ├── varList.js └── vendor │ ├── d3.V5.16.min.js │ ├── jquery-2.2.1.min.js │ ├── jquery-ui.min.js │ └── tag-it.js ├── makefile ├── sass └── print.scss ├── source └── data-prep.R └── state_medical_debt.csv /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | */.DS_Store 3 | .sass-cache/ 4 | data/output-shapes/* 5 | 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Debt in America 2 | 3 | [Dashboard](https://apps.urban.org/features/debt-interactive-map/) showing Americans' level of debt by different categories (auto debt, medical debt, student debt, and overall). The data can be explored at the county, state, and national levels. 4 | 5 | ## How to update 6 | Refer to the file `debtflow2.png` if you want a visual walkthrough of `main.js`. 7 | 8 | ### Data inputs 9 | The researchers will share 12 excel files. 10 | 11 | ### Data processing 12 | The R script `data-prep.R`, inside **source**, cleans the data of the original excel files –it mostly changes the column names and reorder the columns– and merges the national and state files. The outputs are 8 CSV files. 13 | 14 | With every update, create a new folder in **data** naming it as YYYYMMDD-update. Move the new CSV files to that folder and change the route in the variable pathFiles in the first line of `main.js` –within **js**. 15 | 16 | Also, with new data it might be necessary to recalculate the breaks variables for each category in within the [`js/varList.js`](https://github.com/UrbanInstitute/debt-interactive-map/blob/master/js/varList.js) file. [At the bottom](https://github.com/UrbanInstitute/debt-interactive-map/blob/master/source/data-prep.R#L225) of the R script, there are a few functions (that should be refactored) to recalculate those breaks using the natural break method. 17 | 18 | **DISCLOSURE** 19 | 1. Original files built by the researchers might be named differently with every new update. Double-check the files' names and change, if necessary, in `data-prep.R`. 20 | 2. `data-prep.R` was originally written to be run within an [R project](https://r4ds.had.co.nz/workflow-projects.html) and using a folder structure with three folders: 21 | - `data-in`, it should include the original data sent by the research team. 22 | - `scripts`, it should include `data-prep.R`. 23 | - `data-out`, it should include the eight files generated by `data-prep.R`. 24 | 25 | You can replicate that folder structure and create an R project –or use the [here](https://here.r-lib.org/) package instead. You can also rewrite the paths to make it work following whatever system you prefer. 26 | 27 | ### Working locally 28 | Open a port (sometimes called "Go Live") from within your IDE to bypass CORS restrictions. Be sure to minify `main.js` to see changes. 29 | ``` 30 | uglifyjs js/main.js --mangle -o js/minified-main.js 31 | ``` 32 | 33 | ### Hosting the staging version 34 | For clarity and order, host the staging code inside the **features/tpm/debt-in-america-updates** folder. There, create a new folder **YYYYMM** and clone the repo. 35 | 36 | ## Changes in structure from July 2023 37 | This update brought in the `youth` data tab comparing debt types amoung young adults. Youth data differed from other data in that it did not include any county data, only state data. Because this project assumes, in many cases, that new tabs would include county information, some surgery was required to make it region-agnostic. 38 | 39 | ### No county data 40 | First, in the [varList.js](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/varList.js) file, we added a section for youth configuration data, as well as some configuration for youth in the `meta` object at the bottom. We did not include a variable name for `county` because we are dealing with no county data. 41 | 42 | In `main.js`, we [added](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L363) the read-in point for the csv of state and national youth data, which gets read into the `state5` variable and is passed to the [`ready` function](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L813). 43 | 44 | One of the first things to happen in the `ready` function is to transform the data. Because there is no county data and the `overallTransformData` function expects it, we put in a [noninvasive check](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L839C1-L840C129) that will instead feed it data from the `overall` category, just so it can get geometries figured out. Otherwise, this transform function was not edited. This hack was installed in the `changeData` function as well as in the `ready` function so that anytime `overallTransformData` is called, it is getting some kind of data when there is none. 45 | 46 | ### No county behaviors 47 | Next, we had to get the code to believe that when the youth tab is clicked, counties don't exist. That means when we switch to the youth tab, we [update the sidebar table](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1272C7-L1282C6) with state, rather than county, data and we [remove](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1285) any currently present county bars. 48 | 49 | We also [set the scale](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L2621) for the youth legend to use the extents for state data rather than county data. [Bars for youth counties](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L2621) are completely avoided. 50 | 51 | Because we don't mess with tags and searches, you can select a county, go to the youth tab, go to a different tag and still have your same county selected-- it just won't be visible or have personal data available while in the youth tab. 52 | 53 | ### New state shape behaviors 54 | In other tabs, if we're in the country-wide view, all counties are colored with data and there are state borders without any internal color. If you click on the map, it highlights the state, zooms in close, and puts a `hide` class on all other state shapes, which introduces a translucency to their county colorations. When the mouse hovers over a county and it's within the selected state, that county is clickable and will update bars and tables. If that county is outside the selected state, it actually uncovers the county data for that other state, and if clicked, it remove `hide` on that state, move the map to that other state and add `hide` to the last one. 55 | 56 | When the only data we have is state data, we fill the state borders instead of the county shapes and we have to still use these county events but remove the actual relevant shapes visible. We do not deal with the `hide` class at all. 57 | 58 | First, when the `counties` svgs are created, we [set their opacity](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1663) to 0 or 1 based on the youth tab. When the `state-borders` svgs are created, they get [filled or not](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1804C3-L1806C5) based on youth tab active. This also happens when we call [`updateMap`](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L2621). 59 | 60 | Next, instead of `hide`, we set opacities to state borders directly, like [here](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1285), when the youth tab is just selected. We also [hijack the `hoverLocation` function](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L2174C7-L2177C8) to set opacity instead of `hide` class. In the `counties` shapes click handler, we treat all [youth map clicks](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1680) as inital state clicks. 61 | 62 | ### Mobile view 63 | For mobile, we [remove](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1316C1-L1321C8) the county search bar and we [remove](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L2938C7-L2941C8) any existant county bars. 64 | 65 | ### Bug fixes 66 | There were two bugs we came across during this update. One was that the much-used and often-filtered variable `stateData` was getting passed in filtered form through this `overallTransformData` function, which left our map without data for any shapes but the selected one. A quick revision to its original form fixed that [here](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L1334). The second was that the `buildPrint` function was only ever passing USA arguments in for its state bar charts rather than data for the selected state, which uproots the point of the print page. Remarkably, this bug was caused by [missing parentheses](https://github.com/UI-Research/debt-interactive-map/blob/dev/js/main.js#L507) around a tertiary clause in a filter function, so the zeroth index in all state_data (USA) was passed rather than the index which matches the relevant state. 67 | -------------------------------------------------------------------------------- /config.rb: -------------------------------------------------------------------------------- 1 | require 'compass/import-once/activate' 2 | # Require any additional compass plugins here. 3 | 4 | # Set this to the root of your project when deployed: 5 | http_path = "/" 6 | css_dir = "css" 7 | sass_dir = "sass" 8 | images_dir = "img" 9 | javascripts_dir = "javascripts" 10 | 11 | # You can select your preferred output style here (can be overridden via the command line): 12 | # output_style = :expanded or :nested or :compact or :compressed 13 | 14 | # To enable relative paths to assets via compass helper functions. Uncomment: 15 | # relative_assets = true 16 | 17 | # To disable debugging comments that display the original location of your selectors. Uncomment: 18 | # line_comments = false 19 | 20 | 21 | # If you prefer the indented syntax, you might want to regenerate this 22 | # project again passing --syntax sass, or you can uncomment this: 23 | # preferred_syntax = :sass 24 | # and then run: 25 | # sass-convert -R --from scss --to sass sass scss && rm -rf sass && mv scss sass 26 | -------------------------------------------------------------------------------- /css/jquery.tagit.css: -------------------------------------------------------------------------------- 1 | ul.tagit { 2 | padding: 1px 5px; 3 | overflow: auto; 4 | margin-left: inherit; /* usually we don't want the regular ul margins. */ 5 | margin-right: inherit; 6 | } 7 | ul.tagit li { 8 | display: block; 9 | float: left; 10 | margin: 2px 5px 2px 0; 11 | } 12 | ul.tagit li.tagit-choice { 13 | position: relative; 14 | line-height: inherit; 15 | } 16 | input.tagit-hidden-field { 17 | display: none; 18 | } 19 | ul.tagit li.tagit-choice-read-only { 20 | padding: .2em .5em .2em .5em; 21 | } 22 | 23 | ul.tagit li.tagit-choice-editable { 24 | padding: 4px 30px 3px 10px; 25 | margin-top: 5px; 26 | } 27 | 28 | ul.tagit li.tagit-new { 29 | padding: .25em 4px .25em 0; 30 | } 31 | 32 | ul.tagit li.tagit-choice a.tagit-label { 33 | cursor: pointer; 34 | text-decoration: none; 35 | } 36 | ul.tagit li.tagit-choice .tagit-close { 37 | cursor: pointer; 38 | position: absolute; 39 | right: .1em; 40 | top: 50%; 41 | margin-top: -8px; 42 | margin-right: 5px; 43 | line-height: 17px; 44 | } 45 | 46 | /* used for some custom themes that don't need image icons */ 47 | ul.tagit li.tagit-choice .tagit-close .text-icon { 48 | display: none; 49 | } 50 | 51 | ul.tagit li.tagit-choice input { 52 | display: block; 53 | float: left; 54 | margin: 2px 5px 2px 0; 55 | } 56 | ul.tagit input[type="text"] { 57 | -moz-box-sizing: border-box; 58 | -webkit-box-sizing: border-box; 59 | box-sizing: border-box; 60 | 61 | -moz-box-shadow: none; 62 | -webkit-box-shadow: none; 63 | box-shadow: none; 64 | 65 | border: none; 66 | margin: 0; 67 | padding: 0; 68 | width: inherit; 69 | background-color: inherit; 70 | outline: none; 71 | } 72 | -------------------------------------------------------------------------------- /css/urban-header.css: -------------------------------------------------------------------------------- 1 | /*HEADER*/ 2 | body{ 3 | margin:0px; 4 | } 5 | #header-pinned { 6 | position: fixed; 7 | top: 0px; 8 | font: 16px Lato; 9 | color: #333; 10 | font-weight: 400; 11 | /* margin-right: 100px; */ 12 | position: fixed; 13 | /*top:-50px;*/ 14 | left: 0; 15 | width: 100%; 16 | background: #fff; 17 | z-index: 999999; 18 | -webkit-transition: top 0.25s linear; 19 | -moz-transition: top 0.25s linear; 20 | -o-transition: top 0.25s linear; 21 | transition: top 0.25s linear; 22 | } 23 | 24 | .is-visible { 25 | top: 0px !important; 26 | } 27 | 28 | #header-pinned .content { 29 | height: 49px; 30 | max-width: 1200px; 31 | margin: 0 auto; 32 | position: relative; 33 | } 34 | 35 | #header-pinned *{ 36 | color:#333; 37 | font-weight: 400; 38 | text-decoration: none; 39 | } 40 | 41 | #header-pinned .subnav a { 42 | color: #1696d2; 43 | } 44 | 45 | #header-pinned .subnav a:hover{ 46 | color:#000; 47 | } 48 | 49 | #header-pinned .site-logo { 50 | 51 | display: block; 52 | width: 34px; 53 | height: 34px; 54 | position: absolute; 55 | left: 10px; 56 | margin-top: 7px; 57 | background: url(https://www.urban.org/sites/all/themes/urban/images/logo-mini-dark.png) no-repeat; 58 | background-size: 34px 34px; 59 | } 60 | 61 | #header-pinned .title { 62 | font-size: 14px; 63 | line-height: 49px; 64 | margin: 0 65px 0 55px; 65 | text-overflow: ellipsis; 66 | white-space: nowrap; 67 | overflow: hidden; 68 | } 69 | 70 | #header-pinned .title { 71 | font-size: 20px; 72 | height: 50px; 73 | margin-left: 80px; 74 | } 75 | 76 | #header-pinned .title span, 77 | #header-pinned .title a { 78 | display: inline; 79 | } 80 | 81 | /*#header-pinned .title a:hover{ 82 | color:#1696d2; 83 | } 84 | 85 | 86 | .subnav a { 87 | color:#1696d2; 88 | }*/ 89 | #header-pinned .share-icons { 90 | background-color: transparent; 91 | width: 69px; 92 | height: 50px; 93 | margin: 0; 94 | padding: 0; 95 | top: 0; 96 | width: 60px; 97 | position: absolute; 98 | right: 0; 99 | } 100 | 101 | #header-pinned .share-icons .shareThisP { 102 | border-top: 0; 103 | border-left: 1px solid #e6e5e5; 104 | height: 41px; 105 | padding: 9px 0 0; 106 | } 107 | 108 | #header-pinned .share-icons .shareThisB { 109 | float: none; 110 | } 111 | 112 | #header-pinned .share-icons .shareThisB { 113 | display: block; 114 | background-repeat: no-repeat; 115 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 116 | background-position: 0 -2396px; 117 | height: 32px; 118 | width: 32px; 119 | float: none; 120 | margin: 0 auto; 121 | cursor: pointer; 122 | } 123 | 124 | #header-pinned .share-icons .shareThisB:hover { 125 | background-position: 0 -1948px; 126 | } 127 | 128 | #header-pinned .share-icons .shareThisW { 129 | display: none; 130 | float: none; 131 | top: 50px; 132 | right: 0; 133 | left: auto; 134 | width: 300px; 135 | text-align: right; 136 | border: 0; 137 | background: transparent; 138 | } 139 | 140 | #header-pinned .share-icons .shareThisW { 141 | background-color: #fff; 142 | /* border: 1px solid #e6e5e5; */ 143 | position: absolute; 144 | top: 50px; 145 | left: -100px; 146 | padding: 5px; 147 | border-top: 0; 148 | width: 160px; 149 | z-index:3; 150 | } 151 | 152 | #header-pinned .share-icons .addthis_toolbox { 153 | display: inline-block; 154 | width: auto; 155 | /* border: 1px solid #e6e5e5; */ 156 | border-top: 0; 157 | background: #fff; 158 | padding: 10px 10px 0 0; 159 | margin: 0 auto; 160 | } 161 | 162 | #header-pinned .share-icons .at15t_twitter.at16t_twitter, 163 | #header-pinned .share-icons .addthis_button_facebook { 164 | display: block; 165 | background-repeat: no-repeat; 166 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 167 | background-position: 0 -2056px; 168 | height: 32px; 169 | width: 32px; 170 | } 171 | 172 | #header-pinned .share-icons .at15t_twitter.at16t_twitter, 173 | #header-pinned .share-icons .addthis_button_facebook:hover { 174 | background-position: 0 -1609px; 175 | } 176 | 177 | #header-pinned .share-icons .at15t_twitter.at16t_twitter, 178 | #header-pinned .share-icons .addthis_button_twitter { 179 | display: block; 180 | background-repeat: no-repeat; 181 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 182 | background-position: 0 -1169px; 183 | height: 32px; 184 | width: 32px; 185 | } 186 | 187 | #header-pinned .share-icons .at15t_twitter.at16t_twitter, 188 | #header-pinned .share-icons .addthis_button_twitter:hover { 189 | background-position: 0 -1577px; 190 | } 191 | 192 | #header-pinned .share-icons .at15t_linkedin.at16t_linkedin, 193 | #header-pinned .share-icons .addthis_button_linkedin { 194 | display: block; 195 | background-repeat: no-repeat; 196 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 197 | background-position: 0 -1641px; 198 | height: 32px; 199 | width: 32px; 200 | } 201 | 202 | #header-pinned .share-icons .at15t_linkedin.at16t_linkedin, 203 | #header-pinned .share-icons .addthis_button_linkedin:hover { 204 | background-position: 0 -1379px; 205 | } 206 | 207 | #header-pinned .share-icons .at15t_google_plusone_share.at16t_google_plusone_share, 208 | #header-pinned .share-icons .addthis_button_google_plusone_share { 209 | display: block; 210 | background-repeat: no-repeat; 211 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 212 | background-position: 0 -1719px; 213 | height: 32px; 214 | width: 32px; 215 | } 216 | 217 | #header-pinned .share-icons .at15t_email.at16t_email, 218 | #header-pinned .share-icons .addthis_button_email { 219 | display: block; 220 | background-repeat: no-repeat; 221 | background-image: url(https://www.urban.org/sites/all/themes/urban/images/generated/icons-s8fe141aaaa.png); 222 | background-position: 0 -1449px; 223 | height: 32px; 224 | width: 32px; 225 | } 226 | 227 | #header-pinned .share-icons .at15t_email.at16t_email, 228 | #header-pinned .share-icons .addthis_button_email:hover { 229 | background-position: 0 -1271px; 230 | } 231 | 232 | #header-pinned .share-icons [class^="addthis_button_"] { 233 | display: inline-block !important; 234 | margin: 0 0 0 10px; 235 | } 236 | 237 | #header-pinned .share-icons .addthis_toolbox a { 238 | margin-bottom: 5px; 239 | } 240 | 241 | .at_a11y { 242 | display: none; 243 | } 244 | 245 | .header-links { 246 | height: 40px; 247 | background-color: #fff; 248 | width: 100%; 249 | } 250 | 251 | .header-links ul { 252 | height: 40px; 253 | list-style: none; 254 | text-align: center; 255 | margin: 0px; 256 | padding: 0px; 257 | } 258 | 259 | .header-links ul li { 260 | display: inline-block; 261 | font-size: 15px; 262 | font-weight: 500; 263 | height: 40px; 264 | margin: 0px; 265 | padding-top: 10px; 266 | padding-bottom: 0px; 267 | padding-left: 0px; 268 | padding-right: 0px; 269 | width: 22%; 270 | } 271 | 272 | #subhead{ 273 | width: 100%; 274 | position: fixed; 275 | z-index: 3; 276 | top: 50px; 277 | height: 35px; 278 | background: rgba(255,255,255, .9); 279 | border-bottom: solid 1px #ccc; 280 | 281 | } 282 | 283 | ul{ 284 | list-style: outside none none; 285 | width: 100%; 286 | margin: 0 auto; 287 | text-align: center; 288 | } 289 | 290 | #subhead ul li{ 291 | display: inline-block; 292 | text-align: center; 293 | text-transform: uppercase; 294 | font-size: 11px; 295 | padding-left: 1%; 296 | 297 | } 298 | 299 | #subhead a{ 300 | color:#333; 301 | display: block; 302 | padding:10px; 303 | 304 | } 305 | 306 | #subhead .active { 307 | border-bottom: solid 3px #1696d2; 308 | color:#1696d2; 309 | padding-bottom: 8px; 310 | } 311 | 312 | #subhead a:hover{ 313 | background-color:rgba(22,150,210, .8); 314 | color:#fff; 315 | 316 | 317 | } 318 | 319 | /**/ 320 | 321 | .header-links a { 322 | color: #fff; 323 | } 324 | 325 | .header-links ul li:hover, 326 | .header-links ul li.hover_effect { 327 | background-color: rgba(0, 155, 210, .8); 328 | } 329 | 330 | /*end css for header*/ 331 | 332 | -------------------------------------------------------------------------------- /data/201911-update/Auto_loan_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,autoretdelrate,autoretdelrate_wh,autoretdelrate_nw,autoretdelrate_sub,autoretdelrate_sub_wh,autoretdelrate_sub_nw,autoopen_pct,autoopen_pct_wh,autoopen_pct_nw,autoretopen_pct,autoretopen_pct_wh,autoretopen_pct_nw,popnonwhite_pct,poprural_pct,HHinc_avg,HHinc_avg_wh,HHinc_avg_nw 2 | USA,USA,,0.04,0.03,0.06,0.17,0.01,0.00,0.31,0.33,0.27,0.35,0.38,0.32,0.39,0.19,84524.55,91449.96,70124.88 3 | 1,Alabama,AL,0.06,0.05,0.11,0.22,0.01,0.00,0.29,0.31,0.25,0.37,0.38,0.32,0.35,0.41,66337.35,75300.66,47251.85 4 | 2,Alaska,AK,0.03,0.03,0.02,0.18,0.00,0.00,0.28,0.30,0.12,0.33,0.35,0.22,0.39,0.34,92673.53,101114.12,73691.43 5 | 4,Arizona,AZ,0.04,0.03,0.08,0.17,0.01,0.00,0.32,0.33,0.30,0.36,0.37,0.34,0.45,0.10,77450.88,85023.77,63290.16 6 | 5,Arkansas,AR,0.04,0.04,0.08,0.17,0.01,0.00,0.33,0.34,0.28,0.38,0.39,0.31,0.28,0.44,63559.72,67952.29,49701.14 7 | 6,California,CA,0.04,0.02,0.05,0.17,0.01,0.00,0.28,0.29,0.28,0.32,0.32,0.33,0.63,0.05,101760.56,118124.34,86880.07 8 | 8,Colorado,CO,0.02,0.02,0.04,0.14,0.01,0.00,0.32,0.33,0.30,0.36,0.37,0.34,0.32,0.14,92464.62,99475.27,71292.70 9 | 9,Connecticut,CT,0.02,0.02,0.06,0.13,0.01,0.00,0.32,0.34,0.24,0.34,0.37,0.26,0.33,0.12,107420.03,119438.82,76057.07 10 | 10,Delaware,DE,0.04,0.03,0.07,0.15,0.01,0.00,0.34,0.35,0.24,0.38,0.39,0.28,0.38,0.17,86576.52,92827.54,73209.36 11 | 11,District of Columbia,DC,0.05,0.02,0.07,0.18,0.02,0.00,0.18,0.15,0.20,0.20,0.16,0.23,0.63,0.00,121095.31,181839.58,76958.07 12 | 12,Florida,FL,0.04,0.03,0.05,0.15,0.01,0.00,0.32,0.33,0.30,0.35,0.37,0.32,0.46,0.09,76053.38,83830.20,63259.42 13 | 13,Georgia,GA,0.05,0.04,0.08,0.18,0.01,0.00,0.30,0.32,0.28,0.36,0.38,0.33,0.47,0.25,79157.38,90752.73,63467.59 14 | 15,Hawaii,HI,0.03,0.03,0.03,0.16,0.01,0.00,0.26,0.25,0.26,0.33,0.31,0.34,0.78,0.08,98553.01,100533.57,97702.77 15 | 16,Idaho,ID,0.02,0.02,0.14,0.14,0.00,0.00,0.34,0.34,0.25,0.40,0.40,0.40,0.18,0.29,69957.52,71883.27,57716.09 16 | 17,Illinois,IL,0.03,0.03,0.07,0.17,0.01,0.00,0.29,0.32,0.24,0.34,0.36,0.28,0.39,0.12,88159.91,97083.66,69094.15 17 | 18,Indiana,IN,0.03,0.03,0.08,0.15,0.01,0.00,0.32,0.33,0.26,0.37,0.38,0.30,0.21,0.28,71510.48,74857.74,55249.77 18 | 19,Iowa,IA,0.02,0.02,0.04,0.15,0.00,0.00,0.34,0.34,0.23,0.38,0.39,0.28,0.14,0.36,75454.63,77146.66,60124.72 19 | 20,Kansas,KS,0.02,0.02,0.04,0.13,0.01,0.00,0.31,0.32,0.22,0.35,0.36,0.27,0.24,0.26,75821.75,79808.42,58433.04 20 | 21,Kentucky,KY,0.04,0.04,0.07,0.18,0.01,0.00,0.28,0.29,0.16,0.35,0.36,0.19,0.15,0.42,67090.29,68862.69,55586.05 21 | 22,Louisiana,LA,0.06,0.05,0.10,0.21,0.01,0.00,0.30,0.32,0.27,0.37,0.39,0.33,0.42,0.27,65910.35,77601.30,46575.94 22 | 23,Maine,ME,0.02,0.02,n/a*,0.12,0.01,0.00,0.38,0.38,n/a*,0.42,0.42,n/a*,0.07,0.61,73597.62,74322.73,58171.13 23 | 24,Maryland,MD,0.04,0.03,0.05,0.16,0.01,0.00,0.33,0.35,0.30,0.36,0.39,0.34,0.49,0.13,106035.14,118487.44,89869.00 24 | 25,Massachusetts,MA,0.02,0.02,0.05,0.13,0.01,0.00,0.31,0.33,0.24,0.34,0.36,0.28,0.28,0.08,106641.02,114205.98,81720.91 25 | 26,Michigan,MI,0.03,0.02,0.10,0.15,0.01,0.00,0.33,0.35,0.22,0.38,0.40,0.26,0.25,0.25,75448.50,79862.64,59477.38 26 | 27,Minnesota,MN,0.02,0.01,0.05,0.13,0.01,0.00,0.32,0.33,0.23,0.37,0.37,0.28,0.20,0.27,90915.19,94487.66,69752.23 27 | 28,Mississippi,MS,0.07,0.05,0.09,0.21,0.01,0.00,0.31,0.33,0.26,0.40,0.42,0.34,0.43,0.51,60017.32,71914.53,42409.88 28 | 29,Missouri,MO,0.04,0.03,0.09,0.18,0.01,0.00,0.32,0.34,0.24,0.37,0.39,0.28,0.21,0.30,72959.27,76413.70,57083.51 29 | 30,Montana,MT,0.02,0.02,0.09,0.13,0.01,0.00,0.29,0.29,0.27,0.35,0.36,0.32,0.14,0.44,70994.05,72929.98,51376.54 30 | 31,Nebraska,NE,0.02,0.02,0.06,0.13,0.01,0.00,0.34,0.35,0.27,0.39,0.40,0.33,0.21,0.27,77234.71,81070.46,56915.66 31 | 32,Nevada,NV,0.04,0.03,0.07,0.17,0.01,0.00,0.31,0.34,0.27,0.35,0.38,0.31,0.51,0.06,78423.93,87839.85,65231.74 32 | 33,New Hampshire,NH,0.02,0.02,n/a*,0.12,0.01,0.00,0.41,0.41,n/a*,0.44,0.44,n/a*,0.10,0.40,94780.23,95559.72,84693.61 33 | 34,New Jersey,NJ,0.03,0.02,0.05,0.14,0.01,0.00,0.28,0.32,0.21,0.31,0.35,0.25,0.45,0.05,110119.84,123581.37,89229.10 34 | 35,New Mexico,NM,0.05,0.03,0.07,0.19,0.01,0.00,0.32,0.30,0.32,0.38,0.35,0.39,0.63,0.23,64603.75,76401.99,54540.07 35 | 36,New York,NY,0.03,0.02,0.05,0.15,0.01,0.00,0.26,0.34,0.15,0.30,0.37,0.20,0.45,0.12,97115.69,110743.83,75413.98 36 | 37,North Carolina,NC,0.04,0.03,0.07,0.18,0.01,0.00,0.30,0.30,0.27,0.35,0.36,0.33,0.37,0.34,74106.29,82448.93,56370.06 37 | 38,North Dakota,ND,0.01,0.01,0.05,0.10,0.01,0.00,0.35,0.36,0.27,0.41,0.42,0.33,0.16,0.40,80662.79,83814.70,58194.30 38 | 39,Ohio,OH,0.03,0.03,0.07,0.14,0.01,0.00,0.32,0.33,0.26,0.36,0.37,0.28,0.21,0.22,73337.19,78155.40,52541.72 39 | 40,Oklahoma,OK,0.05,0.04,0.10,0.20,0.01,0.00,0.32,0.34,0.22,0.38,0.40,0.27,0.34,0.34,68019.79,72380.34,56569.93 40 | 41,Oregon,OR,0.02,0.02,0.00,0.13,0.01,0.00,0.29,0.29,0.37,0.33,0.33,0.41,0.24,0.19,80143.92,81696.87,73040.42 41 | 42,Pennsylvania,PA,0.03,0.02,0.07,0.14,0.01,0.00,0.34,0.36,0.21,0.38,0.40,0.25,0.24,0.21,81006.03,85297.86,62749.01 42 | 44,Rhode Island,RI,0.02,0.02,0.05,0.12,0.01,0.00,0.31,0.34,0.20,0.34,0.36,0.23,0.28,0.09,85278.54,92460.16,59190.24 43 | 45,South Carolina,SC,0.06,0.05,0.10,0.21,0.01,0.00,0.29,0.30,0.27,0.36,0.36,0.36,0.36,0.34,70213.72,79807.49,50059.53 44 | 46,South Dakota,SD,0.02,0.02,0.10,0.17,0.01,0.00,0.33,0.34,0.25,0.39,0.40,0.31,0.18,0.43,73457.99,76968.79,45584.85 45 | 47,Tennessee,TN,0.05,0.04,0.09,0.19,0.01,0.00,0.30,0.32,0.22,0.37,0.39,0.28,0.26,0.34,72008.07,76595.90,56424.45 46 | 48,Texas,TX,0.06,0.04,0.08,0.21,0.01,0.00,0.33,0.35,0.30,0.39,0.41,0.37,0.58,0.15,82767.86,99569.21,66193.51 47 | 49,Utah,UT,0.02,0.02,0.05,0.15,0.00,0.00,0.38,0.38,0.29,0.42,0.42,0.34,0.22,0.09,86442.20,90327.85,68063.21 48 | 50,Vermont,VT,0.02,0.02,n/a*,0.15,0.01,0.00,0.42,0.42,n/a*,0.45,0.45,n/a*,0.07,0.61,76559.87,77051.53,66609.20 49 | 51,Virginia,VA,0.03,0.03,0.05,0.16,0.01,0.00,0.32,0.32,0.30,0.36,0.37,0.35,0.38,0.25,97638.72,104381.19,83793.63 50 | 53,Washington,WA,0.02,0.02,0.03,0.12,0.00,0.00,0.30,0.30,0.28,0.34,0.35,0.31,0.31,0.16,94296.89,96978.58,85983.05 51 | 54,West Virginia,WV,0.03,0.03,n/a*,0.15,0.01,0.00,0.33,0.33,n/a*,0.39,0.39,n/a*,0.08,0.51,59556.89,60391.52,46605.49 52 | 55,Wisconsin,WI,0.02,0.02,0.08,0.15,0.01,0.00,0.32,0.33,0.21,0.37,0.38,0.25,0.19,0.30,77368.54,80747.34,56712.13 53 | 56,Wyoming,WY,0.02,0.02,0.00,0.13,0.00,0.00,0.36,0.37,0.26,0.42,0.43,0.26,0.16,0.35,75854.55,78117.58,59437.22 -------------------------------------------------------------------------------- /data/201911-update/Medical_Debt_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,perc_debt_med,perc_debt_med_wh,perc_debt_med_nw,med_debt_med,med_debt_med_wh,med_debt_med_nw,perc_pop_nw,perc_pop_no_ins,perc_pop_no_ins_wh,perc_pop_no_ins_nw,avg_income,avg_income_wh,avg_income_nw 2 | USA,USA,,0.16,0.15,0.19,694,668,727,0.39,0.1,0.07,0.16,84525,91450,70125 3 | 1,Alabama,AL,0.21,0.18,0.29,800.5,762,866,0.35,0.11,0.09,0.15,66337,75301,47252 4 | 2,Alaska,AK,0.16,0.14,0.12,1316,1282,854,0.39,0.15,0.11,0.23,92674,101114,73691 5 | 4,Arizona,AZ,0.19,0.15,0.25,888,856,944,0.45,0.12,0.07,0.18,77451,85024,63290 6 | 5,Arkansas,AR,0.22,0.21,0.24,596,605,494,0.28,0.11,0.09,0.16,63560,67952,49701 7 | 6,California,CA,0.11,0.1,0.12,740,744,743,0.63,0.11,0.06,0.13,101761,118124,86880 8 | 8,Colorado,CO,0.15,0.13,0.25,755,758.5,676,0.32,0.09,0.07,0.16,92465,99475,71293 9 | 9,Connecticut,CT,0.12,0.1,0.18,441,426,434,0.33,0.06,0.04,0.12,107420,119439,76057 10 | 10,Delaware,DE,0.18,0.15,0.31,601,582,803,0.38,0.07,0.05,0.1,86577,92828,73209 11 | 11,District of Columbia,DC,0.1,0.04,0.13,488,441,494,0.63,0.05,0.02,0.06,121095,181840,76958 12 | 12,Florida,FL,0.2,0.18,0.22,921,908,935.5,0.46,0.15,0.11,0.2,76053,83830,63259 13 | 13,Georgia,GA,0.21,0.19,0.23,808,833,779.5,0.47,0.15,0.11,0.2,79157,90753,63468 14 | 15,Hawaii,HI,0.08,0.09,0.08,232,n<50,225,0.78,0.05,0.05,0.05,98553,100534,97703 15 | 16,Idaho,ID,0.14,0.13,0.24,789.5,803,n<50,0.18,0.12,0.1,0.22,69958,71883,57716 16 | 17,Illinois,IL,0.16,0.14,0.21,555,586,525,0.39,0.09,0.05,0.14,88160,97084,69094 17 | 18,Indiana,IN,0.2,0.19,0.32,761,759,802,0.21,0.1,0.09,0.16,71510,74858,55250 18 | 19,Iowa,IA,0.13,0.12,0.13,535,536,n<50,0.14,0.06,0.05,0.12,75455,77147,60125 19 | 20,Kansas,KS,0.18,0.16,0.32,734.5,738,733.5,0.24,0.1,0.07,0.18,75822,79808,58433 20 | 21,Kentucky,KY,0.22,0.21,0.43,459,450,549,0.15,0.08,0.07,0.13,67090,68863,55586 21 | 22,Louisiana,LA,0.27,0.25,0.33,697,709,675,0.42,0.12,0.1,0.17,65910,77601,46576 22 | 23,Maine,ME,0.2,0.2,n<50,729,744,n<50,0.07,0.09,0.09,0.13,73598,74323,58171 23 | 24,Maryland,MD,0.16,0.13,0.2,498,466,538,0.49,0.07,0.04,0.11,106035,118487,89869 24 | 25,Massachusetts,MA,0.05,0.04,0.07,354,344,368,0.28,0.03,0.02,0.05,106641,114206,81721 25 | 26,Michigan,MI,0.18,0.16,0.29,497,482,553,0.25,0.07,0.06,0.1,75449,79863,59477 26 | 27,Minnesota,MN,0.03,0.03,0.06,360,349,461.5,0.2,0.05,0.04,0.12,90915,94488,69752 27 | 28,Mississippi,MS,0.19,0.17,0.2,813,702.5,899,0.43,0.14,0.11,0.17,60017,71915,42410 28 | 29,Missouri,MO,0.19,0.17,0.34,781,753,952.5,0.21,0.1,0.09,0.16,72959,76414,57084 29 | 30,Montana,MT,0.15,0.14,0.35,768,747.5,923,0.14,0.12,0.1,0.24,70994,72930,51377 30 | 31,Nebraska,NE,0.08,0.07,0.13,481,504,465,0.21,0.09,0.07,0.19,77235,81070,56916 31 | 32,Nevada,NV,0.21,0.17,0.26,775,922,722,0.51,0.14,0.09,0.19,78424,87840,65232 32 | 33,New Hampshire,NH,0.08,0.08,n<50,458,462,n<50,0.1,0.07,0.07,0.12,94780,95560,84694 33 | 34,New Jersey,NJ,0.15,0.11,0.21,510,508,513.5,0.45,0.1,0.05,0.16,110120,123581,89229 34 | 35,New Mexico,NM,0.23,0.15,0.26,731,810,727.5,0.63,0.12,0.07,0.16,64604,76402,54540 35 | 36,New York,NY,0.08,0.08,0.07,446,464,390,0.45,0.08,0.05,0.11,97116,110744,75414 36 | 37,North Carolina,NC,0.24,0.22,0.31,698,727,676,0.37,0.12,0.09,0.18,74106,82449,56370 37 | 38,North Dakota,ND,0.09,0.09,0.18,624,625,534,0.16,0.08,0.06,0.2,80663,83815,58194 38 | 39,Ohio,OH,0.19,0.18,0.26,531,516,600,0.21,0.07,0.07,0.1,73337,78155,52542 39 | 40,Oklahoma,OK,0.26,0.24,0.39,857,840,818.5,0.34,0.15,0.11,0.23,68020,72380,56570 40 | 41,Oregon,OR,0.1,0.1,0.22,647,659,n<50,0.24,0.09,0.07,0.15,80144,81697,73040 41 | 42,Pennsylvania,PA,0.13,0.12,0.17,512,511,475,0.24,0.07,0.06,0.12,81006,85298,62749 42 | 44,Rhode Island,RI,0.07,0.06,0.1,468,442,517.5,0.28,0.07,0.04,0.13,85279,92460,59190 43 | 45,South Carolina,SC,0.27,0.24,0.35,787,802,774.5,0.36,0.12,0.1,0.16,70214,79807,50060 44 | 46,South Dakota,SD,0.04,0.04,0.09,542,482,n<50,0.18,0.1,0.07,0.25,73458,76969,45585 45 | 47,Tennessee,TN,0.22,0.22,0.27,855,876,824,0.26,0.11,0.09,0.17,72008,76596,56424 46 | 48,Texas,TX,0.25,0.22,0.27,829,798,852,0.58,0.18,0.1,0.24,82768,99569,66194 47 | 49,Utah,UT,0.15,0.14,0.25,997,997,1184,0.22,0.11,0.08,0.23,86442,90328,68063 48 | 50,Vermont,VT,0.07,0.07,n<50,469,470,n<50,0.07,0.05,0.05,0.06,76560,77052,66609 49 | 51,Virginia,VA,0.18,0.17,0.26,680,634,760.5,0.38,0.1,0.07,0.15,97639,104381,83794 50 | 53,Washington,WA,0.06,0.06,0.07,559,556,583,0.31,0.08,0.06,0.13,94297,96979,85983 51 | 54,West Virginia,WV,0.31,0.31,n<50,680,676,n<50,0.08,0.08,0.08,0.11,59557,60392,46605 52 | 55,Wisconsin,WI,0.15,0.13,0.36,1015,1013,1014,0.19,0.06,0.05,0.13,77369,80747,56712 53 | 56,Wyoming,WY,0.19,0.19,0.68,1252,1251.5,n<50,0.16,0.12,0.1,0.2,75855,78118,59437 -------------------------------------------------------------------------------- /data/201911-update/Overall_Delinquent_Debt_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,pct_debt_collections,pct_debt_collections_wh,pct_debt_collections_nw,median_debt_in_collections,median_debt_in_collections_wh,median_debt_in_collections_nw,pct_w_medical_debt_in_collections,pct_w_medical_debt_in_collections_wh,pct_w_medical_debt_in_collections_nw,pct_student_holders_in_default,pct_student_holders_in_default_wh,pct_student_holders_in_default_nw,auto_retail_loan_delinquency_rate,auto_retail_loan_delinquency_rate_wh,auto_retail_loan_delinquency_rate_nw,credit_card_debt_delinquency_rate,credit_card_debt_delinquency_rate_wh,credit_card_debt_delinquency_rate_nw,median_credit_card_delinquent_debt,median_credit_card_delinquent_debt_wh,median_credit_card_delinquent_debt_nw,pct_poc,avg_household_income,avg_household_income_wh,avg_household_income_nw 2 | USA,USA,,0.31,0.26,0.42,1639,1614,1643,0.16,0.15,0.19,0.13,0.11,0.17,0.04,0.03,0.06,0.04,0.03,0.07,651,678,603,0.39,84524.55,91449.96,70124.88 3 | 1,Alabama,AL,0.39,0.34,0.59,1840,1796,1856,0.21,0.18,0.29,0.16,0.13,0.23,0.06,0.05,0.11,0.06,0.05,0.1,546,585,529.5,0.35,66337.35,75300.66,47251.85 4 | 2,Alaska,AK,0.29,0.24,0.38,1929,2257,1067,0.16,0.14,0.12,0.16,0.14,0.18,0.03,0.03,0.02,0.04,0.03,0.06,605,686,n<50,0.39,92673.53,101114.12,73691.43 5 | 4,Arizona,AZ,0.34,0.26,0.5,1987,1973,1976.5,0.19,0.15,0.25,0.15,0.12,0.23,0.04,0.03,0.08,0.04,0.03,0.07,717,861,607.5,0.45,77450.88,85023.77,63290.16 6 | 5,Arkansas,AR,0.39,0.36,0.58,1485,1497,1591,0.22,0.21,0.24,0.15,0.14,0.23,0.04,0.04,0.08,0.05,0.05,0.1,498,505.5,452,0.28,63559.72,67952.29,49701.14 7 | 6,California,CA,0.26,0.19,0.31,1595,1555,1586,0.11,0.1,0.12,0.12,0.09,0.15,0.04,0.02,0.05,0.04,0.03,0.05,783,1045,697,0.63,101760.56,118124.34,86880.07 8 | 8,Colorado,CO,0.26,0.22,0.44,1736,1768,1468.5,0.15,0.13,0.25,0.11,0.1,0.18,0.02,0.02,0.04,0.03,0.03,0.06,658.5,722.5,453,0.32,92464.62,99475.27,71292.7 9 | 9,Connecticut,CT,0.26,0.19,0.45,1416,1454,1265.5,0.12,0.1,0.18,0.1,0.08,0.18,0.02,0.02,0.06,0.04,0.03,0.08,684.5,781.5,565,0.33,107420.03,119438.82,76057.07 10 | 10,Delaware,DE,0.33,0.27,0.55,1638,1532,1576.5,0.18,0.15,0.31,0.13,0.1,0.21,0.04,0.03,0.07,0.05,0.04,0.08,660,646,n<50,0.38,86576.52,92827.54,73209.36 11 | 11,District of Columbia,DC,0.3,0.09,0.43,1286,690.5,1374,0.1,0.04,0.13,0.12,0.04,0.16,0.05,0.02,0.07,0.04,0.02,0.07,520,n<50,460,0.63,121095.31,181839.58,76958.07 12 | 12,Florida,FL,0.34,0.3,0.41,1876,1877,1843,0.2,0.18,0.22,0.13,0.12,0.14,0.04,0.03,0.05,0.05,0.04,0.07,753,813,712,0.46,76053.38,83830.2,63259.42 13 | 13,Georgia,GA,0.39,0.33,0.5,1673,1608,1724,0.21,0.19,0.23,0.15,0.11,0.19,0.05,0.04,0.08,0.06,0.04,0.09,571,640.5,534,0.47,79157.38,90752.73,63467.59 14 | 15,Hawaii,HI,0.19,0.18,0.19,1487,1499,1465,0.08,0.09,0.08,0.12,0.19,0.12,0.03,0.03,0.03,0.03,0.01,0.03,766,n<50,783,0.78,98553.01,100533.57,97702.77 15 | 16,Idaho,ID,0.23,0.23,0.45,1941,1967,n<50,0.14,0.13,0.24,0.13,0.13,0.13,0.02,0.02,0.14,0.03,0.03,0.07,592.5,597,n<50,0.18,69957.52,71883.27,57716.09 16 | 17,Illinois,IL,0.29,0.23,0.47,1298,1343,1283,0.16,0.14,0.21,0.11,0.09,0.19,0.03,0.03,0.07,0.04,0.03,0.08,605,616,547,0.39,88159.91,97083.66,69094.15 17 | 18,Indiana,IN,0.32,0.29,0.54,1726,1712,1839,0.2,0.19,0.32,0.15,0.14,0.24,0.03,0.03,0.08,0.04,0.04,0.08,513,551,450,0.21,71510.48,74857.74,55249.77 18 | 19,Iowa,IA,0.24,0.23,0.47,1514,1528,1849,0.13,0.12,0.13,0.12,0.12,0.37,0.02,0.02,0.04,0.03,0.03,0.07,589,593,n<50,0.14,75454.63,77146.66,60124.72 19 | 20,Kansas,KS,0.28,0.25,0.5,1682.5,1703,1506.5,0.18,0.16,0.32,0.13,0.12,0.24,0.02,0.02,0.04,0.03,0.03,0.06,650,677,537.5,0.24,75821.75,79808.42,58433.04 20 | 21,Kentucky,KY,0.37,0.36,0.7,1224,1230,1172,0.22,0.21,0.43,0.16,0.16,0.3,0.04,0.04,0.07,0.05,0.05,0.1,555,550,n<50,0.15,67090.29,68862.69,55586.05 21 | 22,Louisiana,LA,0.44,0.38,0.58,1659,1620.5,1708,0.27,0.25,0.33,0.14,0.12,0.17,0.06,0.05,0.1,0.06,0.05,0.09,533.5,617.5,467,0.42,65910.35,77601.3,46575.94 22 | 23,Maine,ME,0.3,0.29,n<50,1629.5,1640.5,n<50,0.2,0.2,n<50,0.1,0.1,n<50,0.02,0.02,n<50,0.04,0.03,n<50,648,601.5,n<50,0.07,73597.62,74322.73,58171.13 23 | 24,Maryland,MD,0.3,0.24,0.4,1422,1303,1505,0.16,0.13,0.2,0.11,0.08,0.14,0.04,0.03,0.05,0.05,0.03,0.07,615,782,547,0.49,106035.14,118487.44,89869 24 | 25,Massachusetts,MA,0.2,0.16,0.39,1367.5,1425,1258.5,0.05,0.04,0.07,0.08,0.07,0.14,0.02,0.02,0.05,0.04,0.03,0.08,624,685,452,0.28,106641.02,114205.98,81720.91 25 | 26,Michigan,MI,0.31,0.27,0.63,1476,1350.5,1827,0.18,0.16,0.29,0.15,0.12,0.3,0.03,0.02,0.1,0.04,0.03,0.1,571.5,613.5,474,0.25,75448.5,79862.64,59477.38 26 | 27,Minnesota,MN,0.16,0.14,0.37,1479,1506,1408,0.03,0.03,0.06,0.09,0.08,0.21,0.02,0.01,0.05,0.03,0.03,0.08,681,683.5,658,0.2,90915.19,94487.66,69752.23 27 | 28,Mississippi,MS,0.39,0.33,0.51,1589,1484,1670,0.19,0.17,0.2,0.19,0.14,0.26,0.07,0.05,0.09,0.07,0.06,0.11,511.5,554.5,457.5,0.43,60017.32,71914.53,42409.88 28 | 29,Missouri,MO,0.33,0.29,0.62,1827,1780,2055.5,0.19,0.17,0.34,0.14,0.12,0.25,0.04,0.03,0.09,0.04,0.04,0.09,568,602,443,0.21,72959.27,76413.7,57083.51 29 | 30,Montana,MT,0.24,0.22,0.6,1647,1647,1626,0.15,0.14,0.35,0.13,0.12,0.27,0.02,0.02,0.09,0.03,0.03,0.1,704,816,n<50,0.14,70994.05,72929.98,51376.54 30 | 31,Nebraska,NE,0.2,0.18,0.41,1665,1710,1747.5,0.08,0.07,0.13,0.09,0.09,0.2,0.02,0.02,0.06,0.03,0.03,0.07,597,602,n<50,0.21,77234.71,81070.46,56915.66 31 | 32,Nevada,NV,0.37,0.28,0.49,1916,1959,1830.5,0.21,0.17,0.26,0.18,0.13,0.24,0.04,0.03,0.07,0.05,0.04,0.08,742,830,630,0.51,78423.93,87839.85,65231.74 32 | 33,New Hampshire,NH,0.2,0.2,n<50,1541,1541,n<50,0.08,0.08,n<50,0.09,0.09,n<50,0.02,0.02,n<50,0.03,0.03,n<50,520,518.5,n<50,0.1,94780.23,95559.72,84693.61 33 | 34,New Jersey,NJ,0.26,0.19,0.41,1260,1348.5,1172,0.15,0.11,0.21,0.1,0.06,0.16,0.03,0.02,0.05,0.04,0.03,0.06,779,989,619.5,0.45,110119.84,123581.37,89229.1 34 | 35,New Mexico,NM,0.38,0.25,0.45,1617,1609,1590,0.23,0.15,0.26,0.18,0.15,0.2,0.05,0.03,0.07,0.04,0.03,0.05,654,620,640.5,0.63,64603.75,76401.99,54540.07 35 | 36,New York,NY,0.23,0.19,0.31,1577,1685,1505,0.08,0.08,0.07,0.11,0.08,0.14,0.03,0.02,0.05,0.04,0.03,0.07,708.5,780,627,0.45,97115.69,110743.83,75413.98 36 | 37,North Carolina,NC,0.37,0.32,0.5,1578,1550,1590,0.24,0.22,0.31,0.14,0.11,0.18,0.04,0.03,0.07,0.05,0.04,0.08,628,692,503,0.37,74106.29,82448.93,56370.06 37 | 38,North Dakota,ND,0.19,0.18,0.45,1747,1780,1424,0.09,0.09,0.18,0.09,0.09,0.2,0.01,0.01,0.05,0.03,0.03,0.05,649,664,n<50,0.16,80662.79,83814.7,58194.3 38 | 39,Ohio,OH,0.32,0.29,0.58,1398,1367,1523,0.19,0.18,0.26,0.15,0.13,0.27,0.03,0.03,0.07,0.04,0.04,0.11,594,623,448.5,0.21,73337.19,78155.4,52541.72 39 | 40,Oklahoma,OK,0.39,0.36,0.61,1802,1802,1512,0.26,0.24,0.39,0.18,0.16,0.34,0.05,0.04,0.1,0.05,0.04,0.08,643,644,775.5,0.34,68019.79,72380.34,56569.93 40 | 41,Oregon,OR,0.22,0.21,0.5,1534,1554.5,n<50,0.1,0.1,0.22,0.13,0.12,0.33,0.02,0.02,0,0.03,0.03,0,658,699,n<50,0.24,80143.92,81696.87,73040.42 41 | 42,Pennsylvania,PA,0.28,0.24,0.57,1651,1648.5,1638,0.13,0.12,0.17,0.11,0.09,0.22,0.03,0.02,0.07,0.04,0.04,0.1,678,719,476,0.24,81006.03,85297.86,62749.01 42 | 44,Rhode Island,RI,0.26,0.22,0.45,1614.5,1707,1420.5,0.07,0.06,0.1,0.1,0.09,0.13,0.02,0.02,0.05,0.04,0.04,0.08,670,667.5,670,0.28,85278.54,92460.16,59190.24 43 | 45,South Carolina,SC,0.42,0.37,0.57,1890.5,1861,2025,0.27,0.24,0.35,0.16,0.14,0.21,0.06,0.05,0.1,0.05,0.04,0.08,579.5,623,440.5,0.36,70213.72,79807.49,50059.53 44 | 46,South Dakota,SD,0.17,0.16,0.47,2141,2183,1588,0.04,0.04,0.09,0.08,0.08,0.14,0.02,0.02,0.1,0.03,0.03,0.08,614,606,n<50,0.18,73457.99,76968.79,45584.85 45 | 47,Tennessee,TN,0.37,0.33,0.59,1720,1726,1664,0.22,0.22,0.27,0.15,0.13,0.24,0.05,0.04,0.09,0.05,0.04,0.1,545.5,579,452,0.26,72008.07,76595.9,56424.45 46 | 48,Texas,TX,0.42,0.33,0.5,1817,1769,1809,0.25,0.22,0.27,0.14,0.11,0.16,0.06,0.04,0.08,0.05,0.04,0.06,683,763,645,0.58,82767.86,99569.21,66193.51 47 | 49,Utah,UT,0.22,0.21,0.42,1910,1929,1886,0.15,0.14,0.25,0.1,0.1,0.3,0.02,0.02,0.05,0.03,0.03,0.06,538.5,572,n<50,0.22,86442.2,90327.85,68063.21 48 | 50,Vermont,VT,0.2,0.2,n<50,1580.5,1597,n<50,0.07,0.07,n<50,0.08,0.08,n<50,0.02,0.02,n<50,0.03,0.03,n<50,488,493,n<50,0.07,76559.87,77051.53,66609.2 49 | 51,Virginia,VA,0.29,0.26,0.42,1675.5,1593,1766,0.18,0.17,0.26,0.11,0.09,0.15,0.03,0.03,0.05,0.04,0.03,0.06,608,659.5,514.5,0.38,97638.72,104381.19,83793.63 50 | 53,Washington,WA,0.19,0.18,0.24,1726,1731,1499,0.06,0.06,0.07,0.11,0.1,0.12,0.02,0.02,0.03,0.03,0.03,0.04,644,641.5,477.5,0.31,94296.89,96978.58,85983.05 51 | 54,West Virginia,WV,0.42,0.42,n<50,1624,1618,n<50,0.31,0.31,n<50,0.17,0.17,n<50,0.03,0.03,n<50,0.05,0.05,n<50,587,596.5,n<50,0.08,59556.89,60391.52,46605.49 52 | 55,Wisconsin,WI,0.24,0.21,0.59,1793,1799,1816,0.15,0.13,0.36,0.11,0.09,0.25,0.02,0.02,0.08,0.03,0.02,0.08,602,615.5,482.5,0.19,77368.54,80747.34,56712.13 53 | 56,Wyoming,WY,0.27,0.27,0.82,2087,2137.5,n<50,0.19,0.19,0.68,0.11,0.11,0.33,0.02,0.02,0,0.03,0.03,0,573.5,575,n<50,0.16,75854.55,78117.58,59437.22 -------------------------------------------------------------------------------- /data/201911-update/Student_loan_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,perc_stud_debt_collect_STUD,perc_stud_debt_collect_STUD_wh,perc_stud_debt_collect_STUD_nw,med_stud_debt_collect,med_stud_debt_collect_wh,med_stud_debt_collect_nw,perc_stud_debt,perc_stud_debt_wh,perc_stud_debt_nw,med_stud_debt,med_stud_debt_wh,med_stud_debt_nw,med_mon_pmt,med_mon_pmt_wh,med_mon_pmt_nw,perc_pop_nw,perc_no_bach,perc_no_bach_wh,perc_no_bach_nw,avg_income,avg_income_wh,avg_income_nw 2 | USA,USA,,0.13,0.11,0.17,9843.00,10310.00,9067.00,0.16,0.16,0.16,18615.00,18866.00,17183.00,179.00,184.00,160.00,0.39,0.68,0.64,0.75,84524.55,91449.96,70124.88 3 | 1,Alabama,AL,0.16,0.13,0.23,9446.00,9766.00,8329.50,0.15,0.14,0.19,18816.50,17939.00,19965.00,165.50,166.00,158.00,0.35,0.75,0.73,0.82,66337.35,75300.66,47251.85 4 | 2,Alaska,AK,0.16,0.14,0.18,7861.50,10203.00,n<50,0.14,0.14,0.11,15947.00,16558.00,15163.00,185.00,195.00,157.00,0.39,0.71,0.65,0.84,92673.53,101114.12,73691.43 5 | 4,Arizona,AZ,0.15,0.12,0.23,9953.50,11027.50,8643.50,0.15,0.15,0.14,17434.00,19117.00,13542.00,165.00,183.00,129.00,0.45,0.72,0.65,0.82,77450.88,85023.77,63290.16 6 | 5,Arkansas,AR,0.15,0.14,0.23,9831.00,9758.00,10574.00,0.16,0.15,0.21,16698.50,16534.50,17426.00,158.00,159.00,152.00,0.28,0.78,0.76,0.84,63559.72,67952.29,49701.14 7 | 6,California,CA,0.12,0.09,0.15,10191.00,11766.50,9531.00,0.12,0.12,0.12,17000.00,19723.00,15207.00,180.00,205.00,159.00,0.63,0.67,0.58,0.75,101760.56,118124.34,86880.07 8 | 8,Colorado,CO,0.11,0.10,0.18,11510.00,11592.00,11023.00,0.18,0.18,0.17,19388.00,19721.00,17850.00,189.00,198.00,160.00,0.32,0.61,0.54,0.78,92464.62,99475.27,71292.70 9 | 9,Connecticut,CT,0.10,0.08,0.18,11069.00,13160.00,9503.00,0.18,0.18,0.18,19349.00,19926.50,17277.00,201.00,210.00,170.00,0.33,0.62,0.57,0.74,107420.03,119438.82,76057.07 10 | 10,Delaware,DE,0.13,0.10,0.21,9930.00,10061.00,9684.00,0.16,0.14,0.19,19901.00,19507.00,18377.00,192.00,198.00,176.00,0.38,0.69,0.67,0.74,86576.52,92827.54,73209.36 11 | 11,District of Columbia,DC,0.12,0.04,0.16,12795.00,n<50,12795.00,0.22,0.14,0.24,25685.00,32303.50,21083.00,250.00,288.00,204.00,0.63,0.43,0.09,0.66,121095.31,181839.58,76958.07 12 | 12,Florida,FL,0.13,0.12,0.14,8954.00,9461.00,8418.00,0.14,0.13,0.15,18711.00,18652.00,17663.50,163.00,169.00,149.00,0.46,0.72,0.68,0.77,76053.38,83830.20,63259.42 13 | 13,Georgia,GA,0.15,0.11,0.19,9209.50,9788.00,9011.00,0.19,0.15,0.23,20868.00,19074.50,22854.00,180.00,177.00,182.00,0.47,0.70,0.66,0.75,79157.38,90752.73,63467.59 14 | 15,Hawaii,HI,0.12,0.19,0.12,10666.00,n<50,9698.00,0.11,0.11,0.12,17619.50,23134.50,17345.00,175.00,n<50,174.50,0.78,0.68,0.55,0.72,98553.01,100533.57,97702.77 15 | 16,Idaho,ID,0.13,0.13,0.13,9267.00,9264.50,n<50,0.16,0.16,0.15,16949.00,17117.00,n<50,158.00,160.00,n<50,0.18,0.73,0.72,0.84,69957.52,71883.27,57716.09 16 | 17,Illinois,IL,0.11,0.09,0.19,9265.50,9374.00,8939.00,0.17,0.16,0.18,19407.50,19086.00,18158.00,192.00,195.00,161.00,0.39,0.67,0.63,0.74,88159.91,97083.66,69094.15 17 | 18,Indiana,IN,0.15,0.14,0.24,9473.00,9734.50,8585.00,0.18,0.18,0.22,18113.00,17932.00,18442.00,172.00,173.00,159.00,0.21,0.75,0.74,0.79,71510.48,74857.74,55249.77 18 | 19,Iowa,IA,0.12,0.12,0.37,10586.00,10733.50,n<50,0.20,0.20,0.21,16679.00,16832.00,n<50,166.00,168.00,n<50,0.14,0.72,0.72,0.78,75454.63,77146.66,60124.72 19 | 20,Kansas,KS,0.13,0.12,0.24,8827.00,8863.50,6245.00,0.17,0.18,0.12,16892.00,17340.00,12558.00,171.00,176.00,126.00,0.24,0.68,0.65,0.78,75821.75,79808.42,58433.04 20 | 21,Kentucky,KY,0.16,0.16,0.30,10226.50,10528.00,6020.50,0.17,0.16,0.20,17874.00,17731.50,15644.00,155.00,155.00,155.00,0.15,0.77,0.77,0.79,67090.29,68862.69,55586.05 21 | 22,Louisiana,LA,0.14,0.12,0.17,8858.00,8840.00,9490.00,0.16,0.15,0.20,17026.00,16016.00,18922.00,157.00,158.00,156.00,0.42,0.77,0.73,0.83,65910.35,77601.30,46575.94 22 | 23,Maine,ME,0.10,0.10,n<50,12533.00,12502.00,n<50,0.18,0.18,n<50,18127.00,18169.00,n<50,176.00,176.00,n<50,0.07,0.70,0.70,0.71,73597.62,74322.73,58171.13 23 | 24,Maryland,MD,0.11,0.08,0.14,11104.00,10806.50,10958.00,0.17,0.15,0.21,21384.00,19795.00,22950.00,200.00,201.00,190.00,0.49,0.61,0.56,0.67,106035.14,118487.44,89869.00 24 | 25,Massachusetts,MA,0.08,0.07,0.14,10550.50,11496.00,9124.00,0.19,0.19,0.20,19900.00,20260.00,16398.00,212.00,220.00,162.00,0.28,0.58,0.55,0.68,106641.02,114205.98,81720.91 25 | 26,Michigan,MI,0.15,0.12,0.30,8309.50,8660.00,7989.00,0.18,0.17,0.22,18907.50,18909.50,17245.00,175.00,178.00,149.00,0.25,0.72,0.71,0.76,75448.50,79862.64,59477.38 26 | 27,Minnesota,MN,0.09,0.08,0.21,11061.00,11091.00,8946.50,0.20,0.20,0.24,18765.00,18675.00,17578.00,188.00,188.00,164.00,0.20,0.65,0.64,0.74,90915.19,94487.66,69752.23 27 | 28,Mississippi,MS,0.19,0.14,0.26,8085.00,9268.00,7195.00,0.18,0.16,0.24,17397.00,16793.00,17931.00,154.00,149.00,145.00,0.43,0.79,0.75,0.84,60017.32,71914.53,42409.88 28 | 29,Missouri,MO,0.14,0.12,0.25,11073.00,11154.00,10209.00,0.18,0.17,0.22,18796.00,18367.00,19463.00,168.00,168.00,146.00,0.21,0.72,0.71,0.77,72959.27,76413.70,57083.51 29 | 30,Montana,MT,0.13,0.12,0.27,8214.50,8818.00,n<50,0.16,0.16,0.13,15895.00,16129.50,6651.50,167.00,169.00,n<50,0.14,0.69,0.68,0.81,70994.05,72929.98,51376.54 30 | 31,Nebraska,NE,0.09,0.09,0.20,9773.00,9544.00,n<50,0.18,0.18,0.14,16821.50,16832.50,13547.50,167.00,168.00,142.00,0.21,0.69,0.67,0.81,77234.71,81070.46,56915.66 31 | 32,Nevada,NV,0.18,0.13,0.24,8802.50,9645.50,8292.00,0.13,0.12,0.12,15251.00,17607.00,12227.00,155.00,174.00,123.00,0.51,0.76,0.72,0.82,78423.93,87839.85,65231.74 32 | 33,New Hampshire,NH,0.09,0.09,n<50,10070.00,9992.50,n<50,0.20,0.20,n<50,19649.00,19609.50,n<50,199.00,199.00,n<50,0.10,0.64,0.64,0.62,94780.23,95559.72,84693.61 33 | 34,New Jersey,NJ,0.10,0.06,0.16,11102.00,12875.00,10252.00,0.17,0.16,0.16,20350.50,21824.00,16867.00,207.00,225.00,164.00,0.45,0.62,0.58,0.68,110119.84,123581.37,89229.10 34 | 35,New Mexico,NM,0.18,0.15,0.20,9836.00,9874.50,9190.50,0.13,0.12,0.13,16500.00,18639.50,15008.50,160.00,193.00,145.00,0.63,0.73,0.60,0.84,64603.75,76401.99,54540.07 35 | 36,New York,NY,0.11,0.08,0.14,10634.00,10325.00,10696.50,0.17,0.18,0.16,19626.00,19805.00,18623.00,193.00,199.00,174.00,0.45,0.65,0.59,0.74,97115.69,110743.83,75413.98 36 | 37,North Carolina,NC,0.14,0.11,0.18,10336.50,11154.00,9046.00,0.16,0.14,0.21,19738.00,18928.50,22224.00,177.00,179.00,176.00,0.37,0.70,0.67,0.78,74106.29,82448.93,56370.06 37 | 38,North Dakota,ND,0.09,0.09,0.20,9608.00,9575.00,n<50,0.20,0.20,0.13,17996.50,18032.00,n<50,170.00,172.00,n<50,0.16,0.71,0.70,0.79,80662.79,83814.70,58194.30 38 | 39,Ohio,OH,0.15,0.13,0.27,10791.50,11149.00,9592.00,0.19,0.19,0.24,19520.00,19432.00,18970.00,181.00,182.00,168.00,0.21,0.73,0.72,0.77,73337.19,78155.40,52541.72 39 | 40,Oklahoma,OK,0.18,0.16,0.34,8989.00,8623.00,10475.50,0.15,0.15,0.14,16476.00,16680.50,16897.00,160.00,165.00,141.00,0.34,0.75,0.73,0.81,68019.79,72380.34,56569.93 40 | 41,Oregon,OR,0.13,0.12,0.33,11608.00,11854.50,n<50,0.17,0.17,0.06,19666.00,19910.00,n<50,183.00,185.00,n<50,0.24,0.68,0.66,0.75,80143.92,81696.87,73040.42 41 | 42,Pennsylvania,PA,0.11,0.09,0.22,10084.00,10625.00,9263.00,0.20,0.19,0.24,20158.50,20494.00,18108.00,190.00,196.00,145.00,0.24,0.70,0.68,0.76,81006.03,85297.86,62749.01 42 | 44,Rhode Island,RI,0.10,0.09,0.13,12303.50,13171.00,9973.00,0.18,0.18,0.20,17731.00,18449.00,14156.50,176.00,180.00,149.00,0.28,0.67,0.64,0.78,85278.54,92460.16,59190.24 43 | 45,South Carolina,SC,0.16,0.14,0.21,9636.00,10025.00,8675.00,0.17,0.16,0.20,19977.00,19545.00,22673.00,176.00,181.00,167.50,0.36,0.73,0.68,0.83,70213.72,79807.49,50059.53 44 | 46,South Dakota,SD,0.08,0.08,0.14,12646.00,13099.50,n<50,0.19,0.20,0.12,17585.50,17805.00,11928.00,165.00,165.00,n<50,0.18,0.72,0.70,0.84,73457.99,76968.79,45584.85 45 | 47,Tennessee,TN,0.15,0.13,0.24,9658.00,10189.50,7339.00,0.16,0.14,0.21,18456.00,17481.00,18500.00,171.00,169.00,162.50,0.26,0.74,0.73,0.79,72008.07,76595.90,56424.45 46 | 48,Texas,TX,0.14,0.11,0.16,8734.00,9679.00,8165.00,0.15,0.14,0.15,16693.50,17935.50,15187.50,167.00,185.00,148.00,0.58,0.71,0.63,0.79,82767.86,99569.21,66193.51 47 | 49,Utah,UT,0.10,0.10,0.30,8767.00,9127.00,n<50,0.14,0.14,0.09,15211.00,15311.50,11018.00,154.00,156.00,n<50,0.22,0.67,0.65,0.80,86442.20,90327.85,68063.21 48 | 50,Vermont,VT,0.08,0.08,n<50,12632.50,12632.50,n<50,0.18,0.18,n<50,20262.50,20277.00,n<50,198.00,199.00,n<50,0.07,0.63,0.63,0.63,76559.87,77051.53,66609.20 49 | 51,Virginia,VA,0.11,0.09,0.15,10911.50,10506.00,9889.00,0.17,0.15,0.20,20923.00,20816.50,21251.50,198.00,204.00,180.00,0.38,0.62,0.59,0.69,97638.72,104381.19,83793.63 50 | 53,Washington,WA,0.11,0.10,0.12,9775.00,9838.50,9239.00,0.14,0.15,0.14,17689.00,18004.50,15431.50,183.00,184.00,179.00,0.31,0.66,0.64,0.70,94296.89,96978.58,85983.05 51 | 54,West Virginia,WV,0.17,0.17,n<50,9848.50,9625.00,n<50,0.15,0.15,n<50,16861.50,16949.00,n<50,159.00,160.00,n<50,0.08,0.80,0.80,0.76,59556.89,60391.52,46605.49 52 | 55,Wisconsin,WI,0.11,0.09,0.25,9109.00,9743.00,6474.00,0.17,0.17,0.21,16688.00,16609.00,17351.50,168.00,170.00,160.00,0.19,0.71,0.70,0.80,77368.54,80747.34,56712.13 53 | 56,Wyoming,WY,0.11,0.11,0.33,6052.00,6046.50,n<50,0.13,0.13,0.06,14976.50,14958.50,n<50,156.00,157.00,n<50,0.16,0.73,0.72,0.83,75854.55,78117.58,59437.22 -------------------------------------------------------------------------------- /data/202103-update/Auto_loan_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,autoretdelrate,autoretdelrate_nw,autoretdelrate_wh,autoretdelrate_sub,autoretdelrate_sub_nw,autoretdelrate_sub_wh,autoopen_pct,autoopen_pct_nw,autoopen_pct_wh,autoretopen_pct,autoretopen_pct_nw,autoretopen_pct_nw,poprural_pct,popnonwhite_pct,HHinc_avg,HHinc_avg_nw,HHinc_avg_wh 2 | USA,USA,,3.58,5.68,2.74,18.27,1.23,.09,31.1,27.15,33.08,36.12,32.47,38.05,19.27,39.78,87864,73435,94972 3 | 1,Alabama,AL,6,10.7,4.96,23.14,1.58,.11,29.82,26.01,30.98,38.03,33.89,39.24,40.96,34.69,69091,49055,78702 4 | 2,Alaska,AK,2.09,.56,1.88,13.56,.59,0,28.63,14.04,29.55,33.47,23.58,34.16,33.98,39.89,96080,77081,104992 5 | 4,Arizona,AZ,3.64,6.16,2.39,17.17,.98,.08,32.34,31.67,32.77,36.73,36.55,36.9,10.19,45.7,80477,66743,87985 6 | 5,Arkansas,AR,4.75,8.85,4.25,19.94,1.39,.15,34.03,28.64,35,39.32,32.24,40.42,43.84,27.86,66766,49546,72151 7 | 6,California,CA,2.77,3.53,1.51,16.21,1.17,.06,28.17,27.97,27.98,32.29,32.59,31.37,5.05,63.36,107384,92375,124240 8 | 8,Colorado,CO,2.46,4.56,1.96,16.19,1.03,.05,32.06,30.03,32.3,36.68,34.88,36.72,13.85,32.24,96218,76117,103075 9 | 9,Connecticut,CT,2.4,5.89,1.6,14.11,1.67,.1,31.28,23.76,33.6,34.63,27.13,36.85,12.01,33.73,111303,77959,124434 10 | 10,Delaware,DE,3.33,5.88,2.67,16.41,1.11,.1,33.81,31.12,34.64,38.55,36.19,39.12,16.7,38.16,84896,71994,91356 11 | 11,District of Columbia,DC,6,8.17,1.12,23.91,1.63,.2,18.45,21.98,13.74,22.63,26.48,15.97,0,63.08,124946,79036,191228 12 | 12,Florida,FL,3.5,4.78,2.77,15.68,1.38,.13,32.23,30.02,33.5,36.3,33.79,37.82,8.84,46.74,79968,66488,88508 13 | 13,Georgia,GA,5.11,7.19,3.96,19.18,1.28,.08,30.26,28.4,32.07,36.61,34.6,38.59,24.93,47.77,82489,66241,94765 14 | 15,Hawaii,HI,3.25,3.47,2.33,20.86,1.07,.02,24.97,25.15,27.5,32.53,32.87,35,8.07,78.29,103162,100374,109934 15 | 16,Idaho,ID,2.34,0,2.29,15.39,.67,.03,33.21,31.82,33.51,39.25,40.91,39.52,29.42,18.23,73369,60588,75372 16 | 17,Illinois,IL,3.5,6.51,2.75,18.81,1.09,.08,29.6,25.1,31.95,34.33,30.3,36.66,11.51,39.09,91424,72297,100632 17 | 18,Indiana,IN,3.45,7.61,3.02,17.4,.82,.05,32.65,28.57,33.41,38.04,32.79,38.94,27.56,21.3,73733,56730,77392 18 | 19,Iowa,IA,2.04,4.35,1.98,14.26,.77,.05,33.58,22.36,33.82,38.41,27.95,38.65,35.98,14.59,77173,59679,79183 19 | 20,Kansas,KS,2.5,4.3,2.17,15.6,.49,.06,30.1,22.99,30.73,34.8,27.94,35.45,25.8,24.38,78972,61595,83132 20 | 21,Kentucky,KY,4.03,8.3,3.8,19.76,.86,.07,28.69,17.49,29.12,35.65,21.89,36.23,41.62,15.49,69724,55325,71937 21 | 22,Louisiana,LA,6.26,9.29,5.05,23.73,1.7,.1,31.08,26.99,33.19,37.98,33.92,39.97,26.81,41.61,69225,47972,82207 22 | 23,Maine,ME,1.96,n/a**,1.95,13.55,.6,.06,37.64,n/a**,37.79,42.27,n/a**,42.44,61.34,6.98,73935,72288,74017 23 | 24,Maryland,MD,3.55,4.88,2.7,17.15,1.25,.09,32.67,30.81,34.98,37.06,35.7,39.3,12.8,49.77,109774,92507,123396 24 | 25,Massachusetts,MA,2.12,4.88,1.7,14.78,1.44,.09,30.74,24.96,32.75,34.15,29.09,36.15,8.03,29.26,110501,89501,117093 25 | 26,Michigan,MI,3.26,11.51,2.44,19.58,1.12,.12,33.89,24.52,35.35,38.59,28.95,40.14,25.43,25.21,77682,60767,82444 26 | 27,Minnesota,MN,1.72,4.78,1.58,15.94,.95,.06,32.18,27.11,32.61,37.08,32.66,37.51,26.73,20.6,93047,73390,96451 27 | 28,Mississippi,MS,6.69,9.58,5.52,23.05,1.88,.13,31.89,27.93,34.32,40.9,36.59,43.36,50.65,43.6,61944,44399,73896 28 | 29,Missouri,MO,4.05,9.85,3.45,19.44,1.1,.12,32.28,25.58,33.19,37.75,30.37,38.78,29.56,20.72,75013,58778,78712 29 | 30,Montana,MT,2.13,11.59,1.87,15.85,.7,.05,29.79,30.75,29.98,35.68,34.62,35.94,44.11,14.13,72648,55557,74586 30 | 31,Nebraska,NE,1.98,4.98,1.72,13.7,1.02,.06,34.67,27.34,35.79,39.67,33.1,40.69,26.87,21.46,78793,62023,82013 31 | 32,Nevada,NV,3.97,6.31,2.36,17.38,1.24,.09,30.88,26.26,33.51,35.5,31.01,38.27,5.8,51.57,81039,68217,90510 32 | 33,New Hampshire,NH,2.03,n/a**,2.03,14.61,.87,.07,40.54,n/a**,40.61,44.06,n/a**,44.14,39.7,10.22,97994,88792,98728 33 | 34,New Jersey,NJ,2.43,4.63,1.6,14.89,1.26,.12,29.1,22.61,32.76,32.49,26.8,35.76,5.32,45.39,114853,94944,127938 34 | 35,New Mexico,NM,5.11,6.28,2.41,22.36,.9,.07,32.94,33.02,29.01,39.17,40.27,34.32,22.57,63.11,66752,53554,82553 35 | 36,New York,NY,2.64,4.5,1.97,15.94,1.72,.15,26.4,15.86,34.32,30.29,20.67,37.82,12.13,44.76,100422,80260,113246 36 | 37,North Carolina,NC,4.73,7.32,3.66,20.79,1.53,.09,32.78,31.33,33.08,39.14,37.91,39.26,33.91,37.34,76693,58506,85476 37 | 38,North Dakota,ND,2.19,5.45,2.08,17.67,.74,.09,35.12,29.62,35.43,41.23,34.71,41.53,40.1,16.2,82435,61756,85463 38 | 39,Ohio,OH,3.49,8.81,2.91,17.24,1.15,.13,33.16,26.97,34.13,37.09,30.79,38.1,22.08,21.45,76151,55171,81166 39 | 40,Oklahoma,OK,4.7,7.33,4.3,20,1.17,.07,32.4,22.89,34.07,38.55,28.07,40.3,33.76,34.81,71632,58678,76778 40 | 41,Oregon,OR,1.87,n/a*,1.79,14.56,.75,.04,28.59,n/a*,28.79,33.37,n/a*,33.62,18.97,24.89,85235,76777,87162 41 | 42,Pennsylvania,PA,2.48,5.76,2.11,14.45,1.18,.09,33.96,22.29,35.7,38.77,28.06,40.4,21.34,24.08,83765,63698,88674 42 | 44,Rhode Island,RI,2.85,4.84,2.35,16.83,1.77,.13,30.96,21.97,33.22,34.32,26.06,36.39,9.27,28.59,86601,62664,93533 43 | 45,South Carolina,SC,5.91,10.37,4.43,22.29,1.6,.16,29.21,26.78,30.15,37.03,36.5,37.1,33.67,36.47,72742,51576,82861 44 | 46,South Dakota,SD,2.14,9.35,1.94,18.05,1.24,.1,32.88,23.08,33.43,39.08,30.11,39.65,43.35,18.53,74046,50788,77365 45 | 47,Tennessee,TN,4.49,10.94,3.8,20.51,1.32,.08,30.82,24.79,31.77,37.71,30.97,38.87,33.61,26.37,73456,56953,78481 46 | 48,Texas,TX,5.57,7.5,3.67,21.65,1.4,.1,32.71,30.08,35.1,38.93,37.15,40.72,15.3,58.6,85780,68463,103785 47 | 49,Utah,UT,2.6,8.53,2.37,18.04,.84,.04,36.9,27.69,37.27,41.59,32.29,41.94,9.42,22.18,91096,72205,95098 48 | 50,Vermont,VT,1.85,n/a*,1.86,15.43,2.07,.03,41.59,n/a*,41.92,45.19,n/a*,45.48,61.1,7.4,79514,63619,80495 49 | 51,Virginia,VA,3.01,4.31,2.68,16.44,1.03,.06,31.24,29.99,31.32,36.41,35.25,36.66,24.55,38.67,100884,85925,108286 50 | 53,Washington,WA,1.94,2.29,1.81,15.07,.58,.02,28.81,26.91,29.22,33.89,31.18,34.67,15.95,32.17,99762,92813,102119 51 | 54,West Virginia,WV,3.73,n/a*,3.73,17.15,.97,.01,35.57,n/a*,35.69,41.07,n/a*,41.22,51.28,7.98,61707,57060,62030 52 | 55,Wisconsin,WI,2.62,8.53,2.22,19.2,.94,.05,32.8,23.27,33.68,37.69,28.85,38.49,29.85,19.02,79656,59800,83030 53 | 56,Wyoming,WY,2.95,14.29,2.86,19.24,.89,.04,36.57,25.49,36.94,42.5,27.45,43,35.24,16.04,81935,72035,83387 -------------------------------------------------------------------------------- /data/202103-update/Medical_Debt_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,perc_debt_med,perc_debt_med_nw,perc_debt_med_wh,med_debt_med,med_debt_med_nw,med_debt_med_wh,perc_pop_no_ins,perc_pop_no_ins_nw,perc_pop_no_ins_wh,perc_pop_nw,avg_income,avg_income_nw,avg_income_wh, 2 | USA,USA,,14.57,17.18,13.2,797,854,758,12.47,18.26,8.63,39.78,87864,73435,94972, 3 | 1,Alabama,AL,19.31,27.45,17.32,1000,1113,936,15.46,20.41,12.83,34.69,69091,49055,78702, 4 | 2,Alaska,AK,14.63,9.14,12.62,1313,573,1343,16.43,22.41,12.84,39.89,96080,77081,104992, 5 | 4,Arizona,AZ,16.06,21.82,12.73,942,979,897,14.59,20.92,9.07,45.7,80477,66743,87985, 6 | 5,Arkansas,AR,20.01,23.15,19.37,662,725,656,12.03,18.5,9.55,27.86,66766,49546,72151, 7 | 6,California,CA,8.75,9.66,7.38,750,776,677,10.29,12.89,5.76,63.36,107384,92375,124240, 8 | 8,Colorado,CO,12.66,21.51,10.53,748,635,771,10.18,17,7.12,32.24,96218,76117,103075, 9 | 9,Connecticut,CT,11.18,16.96,8.75,560,585,515,7.6,13.93,4.3,33.73,111303,77959,124434, 10 | 10,Delaware,DE,18.13,30.39,15.14,799,949,747,8.08,11.08,6.19,38.16,84896,71994,91356, 11 | 11,District of Columbia,DC,7.28,9.73,2.51,607,658,685,4.03,5.97,1.29,63.08,124946,79036,191228, 12 | 12,Florida,FL,17.95,19.94,16.14,1065,1101,1036,19.14,23.42,15,46.74,79968,66488,88508, 13 | 13,Georgia,GA,18.59,21.34,17.07,952,919,1000,18.94,23.35,14.89,47.77,82489,66241,94765, 14 | 15,Hawaii,HI,6.94,6.87,5.83,455,459,n/a*,5.86,6.21,4.57,78.29,103162,100374,109934, 15 | 16,Idaho,ID,12.58,25.76,12.21,1013,n/a*,1039,16.51,29.87,13.59,18.23,73369,60588,75372, 16 | 17,Illinois,IL,14.54,20.42,12.73,644,633,653,9.92,15.91,6.1,39.09,91424,72297,100632, 17 | 18,Indiana,IN,19.15,31.04,17.77,813,713,838,10.97,18.24,9.08,21.3,73733,56730,77392, 18 | 19,Iowa,IA,10.62,14.29,10.26,605,n/a*,605,6.87,16.47,5.28,14.59,77173,59679,79183, 19 | 20,Kansas,KS,18.08,30.88,15.95,824,831,818,12.63,22.93,9.4,24.38,78972,61595,83132, 20 | 21,Kentucky,KY,18.6,35.56,17.88,501,570,498,7.86,14.84,6.64,15.49,69724,55325,71937, 21 | 22,Louisiana,LA,23.13,28.07,20.95,853,841,881,11.86,15.53,9.34,41.61,69225,47972,82207, 22 | 23,Maine,ME,18.02,n/a**,18.01,919,n/a**,924,11.53,17.51,11.1,6.98,73935,72288,74017, 23 | 24,Maryland,MD,12.2,15.11,10.53,530,568,490,8.35,12.74,3.94,49.77,109774,92507,123396, 24 | 25,Massachusetts,MA,4.93,7.57,4.47,402,426,397,3.93,6.12,3,29.26,110501,89501,117093, 25 | 26,Michigan,MI,14.53,22.17,13.33,492,485,497,7.64,10.27,6.77,25.21,77682,60767,82444, 26 | 27,Minnesota,MN,2.4,4.41,2.27,425,473,409,5.92,12.72,4.24,20.6,93047,73390,96451, 27 | 28,Mississippi,MS,19.19,22.43,17.37,866,982,817,18.65,22.63,15.55,43.6,61944,44399,73896, 28 | 29,Missouri,MO,19.29,35.85,17.33,877,1144,839,13.43,19.02,12.02,20.72,75013,58778,78712, 29 | 30,Montana,MT,13.02,27.1,12.42,815,1027,809,11.58,19.89,10.32,14.13,72648,55557,74586, 30 | 31,Nebraska,NE,7.69,14.3,6.72,745,593,740,11.79,24.13,8.56,21.46,78793,62023,82013, 31 | 32,Nevada,NV,18.68,23.28,15.35,909,841,1055,15.07,20.29,9.44,51.57,81039,68217,90510, 32 | 33,New Hampshire,NH,8.03,n/a**,8.01,537,n/a**,530,8.38,14.43,7.7,10.22,97994,88792,98728, 33 | 34,New Jersey,NJ,13.06,19.33,9.81,531,553,500,10.5,16.23,5.54,45.39,114853,94944,127938, 34 | 35,New Mexico,NM,18.02,20.33,12.35,741,726,750,13.99,17.89,7.04,63.11,66752,53554,82553, 35 | 36,New York,NY,6.48,5.74,7.06,484,450,496,7.66,11.34,4.59,44.76,100422,80260,113246, 36 | 37,North Carolina,NC,20.77,25.89,18.57,708,680,726,15.65,22.26,11.79,37.34,76693,58506,85476, 37 | 38,North Dakota,ND,6.12,9.55,6,562,n/a*,550,9.45,22.23,6.96,16.2,82435,61756,85463, 38 | 39,Ohio,OH,16.95,22.52,16.07,678,696,669,8.8,13.29,7.63,21.45,76151,55171,81166, 39 | 40,Oklahoma,OK,22.66,34.93,20.76,1176,1287,1148,20.48,29.89,15.71,34.81,71632,58678,76778, 40 | 41,Oregon,OR,6.17,n/a*,5.88,625,n/a*,642,10.25,17.55,7.83,24.89,85235,76777,87162, 41 | 42,Pennsylvania,PA,11.51,16.22,10.83,583,585,582,7.53,11.99,6.14,24.08,83765,63698,88674, 42 | 44,Rhode Island,RI,6.1,8.24,5.5,584,595,568,5.73,9.72,4.13,28.59,86601,62664,93533, 43 | 45,South Carolina,SC,24.92,30.96,22.2,957,883,997,15.85,21.18,12.81,36.47,72742,51576,82861, 44 | 46,South Dakota,SD,4.17,8.57,3.95,726,n/a*,726,14.18,35.66,9.58,18.53,74046,50788,77365, 45 | 47,Tennessee,TN,20.49,30.1,19.74,996,1143,986,14.71,22.06,12.12,26.37,73456,56953,78481, 46 | 48,Texas,TX,22.67,25.26,20.09,1068,1122,1025,24.03,31.06,14.19,58.6,85780,68463,103785, 47 | 49,Utah,UT,13.66,25.05,12.89,1012,979,1024,12.16,25.33,8.45,22.18,91096,72205,95098, 48 | 50,Vermont,VT,5.42,n/a*,5.39,581,n/a*,574,5.84,8.41,5.65,7.4,79514,63619,80495, 49 | 51,Virginia,VA,16.48,24.22,14.66,790,921,743,12.28,17.65,8.87,38.67,100884,85925,108286, 50 | 53,Washington,WA,5.35,6.43,4.94,604,655,577,9.35,15.58,6.44,32.17,99762,92813,102119, 51 | 54,West Virginia,WV,27,n/a*,26.97,669,n/a*,662,9.6,13.91,9.26,7.98,61707,57060,62030, 52 | 55,Wisconsin,WI,11.03,23.3,9.88,904,888,905,7.57,16.41,5.62,19.02,79656,59800,83030, 53 | 56,Wyoming,WY,18.28,54.9,17.99,1563,n/a*,1535,14.82,23.91,13.17,16.04,81935,72035,83387, -------------------------------------------------------------------------------- /data/202103-update/Overall_Delinquent_Debt_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,pct_debt_collections,pct_debt_collections_nw,pct_debt_collections_wh,median_debt_in_collections,median_debt_in_collections_nw,median_debt_in_collections_wh,pct_w_medical_debt_in_collections,pct_w_medical_debt_in_collections_nw,pct_w_medical_debt_in_collections_wh,pct_student_holders_in_default,pct_student_holders_in_default_nw,pct_student_holders_in_default_wh,auto_retail_loan_delinquency_rate,auto_retail_loan_delinquency_rate_nw,auto_retail_loan_delinquency_rate_wh,credit_card_debt_delinquency_rate,credit_card_debt_delinquency_rate_nw,credit_card_debt_delinquency_rate_wh,median_credit_card_delinquent_debt,median_credit_card_delinquent_debt_nw,median_credit_card_delinquent_debt_wh,pct_poc,avg_household_income,avg_household_income_nw,avg_household_income_wh 2 | USA,USA,,28.76,38.83,24.21,1835,1887,1776,14.57,17.18,13.2,10.23,13.86,8.61,3.58,5.68,2.74,3.13,4.67,2.58,589,570,596,39.78,87864,73435,94972 3 | 1,Alabama,AL,36.92,55.37,32.18,1931,1983,1912,19.31,27.45,17.32,12.16,19,10,6,10.7,4.96,3.85,6.69,3.39,469,447,478,34.69,69091,49055,78702 4 | 2,Alaska,AK,26.6,31.66,21.8,2120,1273,2326,14.63,9.14,12.62,11.8,15.28,10.42,2.09,.56,1.88,2.48,4.3,1.77,575,n/a*,704,39.89,96080,77081,104992 5 | 4,Arizona,AZ,30.29,44.8,22.9,2042,1975,2044,16.06,21.82,12.73,12.14,16.8,9.84,3.64,6.16,2.39,3.26,5.43,2.47,624,502,683,45.7,80477,66743,87985 6 | 5,Arkansas,AR,37.25,56.42,34.52,1656,1870,1634,20.01,23.15,19.37,12.61,19.65,11.35,4.75,8.85,4.25,4.55,9.2,4.2,485,396,492,27.86,66766,49546,72151 7 | 6,California,CA,23.2,27.54,16.52,1882,1906,1695,8.75,9.66,7.38,9.7,11.32,7.34,2.77,3.53,1.51,2.78,3.44,1.97,734,692,791,63.36,107384,92375,124240 8 | 8,Colorado,CO,23.21,38.71,19.35,1645,1396,1689,12.66,21.51,10.53,9.16,13.27,7.86,2.46,4.56,1.96,2.56,4.16,2.21,600,556,604,32.24,96218,76117,103075 9 | 9,Connecticut,CT,24.53,43.07,18.11,1516,1439,1540,11.18,16.96,8.75,7.87,14.35,5.83,2.4,5.89,1.6,2.91,6.23,2.17,601,492,709,33.73,111303,77959,124434 10 | 10,Delaware,DE,30.93,49.63,25.49,1847,1867,1650,18.13,30.39,15.14,9.17,14.71,7.22,3.33,5.88,2.67,3.12,3.81,2.81,600,n/a*,642,38.16,84896,71994,91356 11 | 11,District of Columbia,DC,25.75,36.27,7.43,1592,1627,1281,7.28,9.73,2.51,11.02,13.81,4.53,6,8.17,1.12,3.42,5,1.31,418,405,n/a*,63.08,124946,79036,191228 12 | 12,Florida,FL,32.53,39.24,27.72,2247,2332,2185,17.95,19.94,16.14,11.27,12.87,9.87,3.5,4.78,2.77,4,5.57,3.11,671,681,672,46.74,79968,66488,88508 13 | 13,Georgia,GA,36.57,46.96,30.57,1968,2049,1915,18.59,21.34,17.07,11.74,14.84,9.33,5.11,7.19,3.96,4.38,6.67,3.36,475,463,547,47.77,82489,66241,94765 14 | 15,Hawaii,HI,18.42,18.37,22.5,1927,1930,n/a*,6.94,6.87,5.83,9.44,9.09,37.5,3.25,3.47,2.33,2.5,2.54,3.08,1019,1173,n/a*,78.29,103162,100374,109934 15 | 16,Idaho,ID,21.41,43.94,20.82,2227,n/a*,2257,12.58,25.76,12.21,8.93,12.5,8.77,2.34,0,2.29,2.5,9.09,2.44,671,n/a*,662,18.23,73369,60588,75372 16 | 17,Illinois,IL,27.4,44.15,22.15,1489,1463,1521,14.54,20.42,12.73,9.43,15.93,7.32,3.5,6.51,2.75,2.88,5.43,2.25,582,462,627,39.09,91424,72297,100632 17 | 18,Indiana,IN,30.71,52.23,28.01,1873,1862,1873,19.15,31.04,17.77,11.82,19.31,10.66,3.45,7.61,3.02,3.23,6.07,2.95,482,448,501,21.3,73733,56730,77392 18 | 19,Iowa,IA,21.82,48.45,21.06,1632,899,1669,10.62,14.29,10.26,9.11,18.52,8.8,2.04,4.35,1.98,2.36,6.78,2.29,497,n/a*,501,14.59,77173,59679,79183 19 | 20,Kansas,KS,27.36,47.02,24.06,1706,1421,1740,18.08,30.88,15.95,11.5,25.08,10.27,2.5,4.3,2.17,2.67,5.83,2.31,488,467,477,24.38,78972,61595,83132 20 | 21,Kentucky,KY,34.84,68.1,33.3,1296,1037,1305,18.6,35.56,17.88,12.43,17.6,12.15,4.03,8.3,3.8,3.61,11.07,3.43,483,n/a*,488,15.49,69724,55325,71937 21 | 22,Louisiana,LA,40.89,54.3,35.21,1910,1945,1916,23.13,28.07,20.95,12.82,16.13,10.88,6.26,9.29,5.05,4.11,5.69,3.57,488,465,525,41.61,69225,47972,82207 22 | 23,Maine,ME,27.16,n/a**,27.12,1671,n/a**,1673,18.02,n/a**,18.01,7.8,n/a**,7.74,1.96,n/a**,1.95,2.55,n/a**,2.54,541,n/a**,551,6.98,73935,72288,74017 23 | 24,Maryland,MD,26.99,36.02,20.99,1608,1708,1512,12.2,15.11,10.53,9.81,12.04,7.56,3.55,4.88,2.7,3.33,4.97,2.4,539,496,585,49.77,109774,92507,123396 24 | 25,Massachusetts,MA,18.85,34.69,15.81,1564,1455,1630,4.93,7.57,4.47,6.63,12.28,5.46,2.12,4.88,1.7,2.61,5.12,2.17,556,470,634,29.26,110501,89501,117093 25 | 26,Michigan,MI,28.13,56.42,24.09,1505,1812,1412,14.53,22.17,13.33,11.82,24.6,9.6,3.26,11.51,2.44,2.52,6.49,2.2,514,437,555,25.21,77682,60767,82444 26 | 27,Minnesota,MN,14.16,32.63,13.04,1719,1868,1699,2.4,4.41,2.27,6.93,16.64,6.33,1.72,4.78,1.58,2,3.25,1.92,652,n/a*,679,20.6,93047,73390,96451 27 | 28,Mississippi,MS,38.33,50.79,32.39,1803,1809,1829,19.19,22.43,17.37,14.11,18.3,11.43,6.69,9.58,5.52,5.38,8.4,4.55,474,446,546,43.6,61944,44399,73896 28 | 29,Missouri,MO,31.94,61.46,28.35,2004,2295,1948,19.29,35.85,17.33,11.04,18.51,9.98,4.05,9.85,3.45,3.03,6.96,2.77,499,375,518,20.72,75013,58778,78712 29 | 30,Montana,MT,21.91,52.26,20.8,1757,1884,1732,13.02,27.1,12.42,10.18,25,9.7,2.13,11.59,1.87,2.28,4.55,2.27,523,n/a*,576,14.13,72648,55557,74586 30 | 31,Nebraska,NE,19.25,39.49,16.97,2055,1995,2123,7.69,14.3,6.72,6.41,14.8,5.96,1.98,4.98,1.72,2.67,6.6,2.48,547,n/a*,567,21.46,78793,62023,82013 31 | 32,Nevada,NV,34.88,46.05,25.78,2150,1969,2192,18.68,23.28,15.35,14.14,19.99,10.31,3.97,6.31,2.36,4.18,5.77,2.92,679,678,702,51.57,81039,68217,90510 32 | 33,New Hampshire,NH,19.34,n/a**,19.33,1680,n/a**,1679,8.03,n/a**,8.01,7.28,n/a**,7.26,2.03,n/a**,2.03,2.45,n/a**,2.46,625,n/a**,622,10.22,97994,88792,98728 33 | 34,New Jersey,NJ,24.35,36.68,17.94,1352,1286,1430,13.06,19.33,9.81,8.24,12.69,5.93,2.43,4.63,1.6,2.71,4.36,2.04,675,604,801,45.39,114853,94944,127938 34 | 35,New Mexico,NM,34.37,40.13,22.45,1722,1658,1776,18.02,20.33,12.35,13.45,15.37,10.7,5.11,6.28,2.41,3.32,3.74,2.24,600,598,690,63.11,66752,53554,82553 35 | 36,New York,NY,21.97,29.28,18.13,1734,1725,1789,6.48,5.74,7.06,8.83,12.48,6.91,2.64,4.5,1.97,3,4.69,2.22,678,630,686,44.76,100422,80260,113246 36 | 37,North Carolina,NC,34.3,46.07,29.66,1593,1676,1533,20.77,25.89,18.57,10.28,13.55,8.42,4.73,7.32,3.66,4.11,6.63,3.38,570,484,617,37.34,76693,58506,85476 37 | 38,North Dakota,ND,16.8,41.72,16.01,1786,993,1870,6.12,9.55,6,7.9,3.03,8.03,2.19,5.45,2.08,2.3,4.12,2.25,526,n/a*,545,16.2,82435,61756,85463 38 | 39,Ohio,OH,31.54,56.43,28,1501,1459,1507,16.95,22.52,16.07,10.83,19.29,9.38,3.49,8.81,2.91,3.11,6.29,2.79,489,397,511,21.45,76151,55171,81166 39 | 40,Oklahoma,OK,36.88,56.11,33.6,2227,2216,2211,22.66,34.93,20.76,14.25,27.59,12.41,4.7,7.33,4.3,3.63,6.21,3.36,492,490,499,34.81,71632,58678,76778 40 | 41,Oregon,OR,18.67,n/a*,17.97,1532,n/a*,1551,6.17,n/a*,5.88,10.35,n/a*,9.9,1.87,n/a*,1.79,2.26,n/a*,2.21,590,n/a*,590,24.89,85235,76777,87162 41 | 42,Pennsylvania,PA,26.05,52.18,22.4,1795,1756,1809,11.51,16.22,10.83,9.82,20.03,8.07,2.48,5.76,2.11,2.75,6.11,2.44,546,414,583,24.08,83765,63698,88674 42 | 44,Rhode Island,RI,24.18,38.05,20.88,1681,1547,1732,6.1,8.24,5.5,8.96,13.66,7.94,2.85,4.84,2.35,2.71,5.01,2.23,540,458,608,28.59,86601,62664,93533 43 | 45,South Carolina,SC,40.21,55.67,34.56,2119,2047,2159,24.92,30.96,22.2,12.22,17.06,10.25,5.91,10.37,4.43,3.77,5.38,3.2,483,454,520,36.47,72742,51576,82861 44 | 46,South Dakota,SD,16.32,47.69,14.94,2185,1707,2212,4.17,8.57,3.95,6.38,12,6.33,2.14,9.35,1.94,2.56,5.61,2.53,528,n/a*,542,18.53,74046,50788,77365 45 | 47,Tennessee,TN,34.42,57.28,31.42,1959,2250,1920,20.49,30.1,19.74,12.01,18.65,10.91,4.49,10.94,3.8,3.48,7.11,3.11,484,404,498,26.37,73456,56953,78481 46 | 48,Texas,TX,40.67,49.34,31.92,2131,2104,2157,22.67,25.26,20.09,10.96,12.82,8.97,5.57,7.5,3.67,3.8,4.91,2.98,599,566,671,58.6,85780,68463,103785 47 | 49,Utah,UT,21,40.51,19.72,1992,1727,2049,13.66,25.05,12.89,8.75,17.76,8.41,2.6,8.53,2.37,2.38,4.82,2.27,571,n/a*,572,22.18,91096,72205,95098 48 | 50,Vermont,VT,17.77,n/a*,17.68,1674,n/a*,1685,5.42,n/a*,5.39,6.2,n/a*,6.19,1.85,n/a*,1.86,2.09,n/a*,2.1,447,n/a*,443,7.4,79514,63619,80495 49 | 51,Virginia,VA,26.94,39.49,23.69,1785,1930,1666,16.48,24.22,14.66,8.76,12.95,7.01,3.01,4.31,2.68,2.71,4.3,2.34,573,611,526,38.67,100884,85925,108286 50 | 53,Washington,WA,17.47,23.38,16.07,1846,1732,1808,5.35,6.43,4.94,8.46,10.82,7.84,1.94,2.29,1.81,2.14,3.01,1.99,605,626,622,32.17,99762,92813,102119 51 | 54,West Virginia,WV,40.03,n/a*,39.96,1583,n/a*,1572,27,n/a*,26.97,12.8,n/a*,12.78,3.73,n/a*,3.73,3.81,n/a*,3.79,514,n/a*,520,7.98,61707,57060,62030 52 | 55,Wisconsin,WI,20.94,53.18,18.07,1687,1465,1743,11.03,23.3,9.88,8.14,18.27,6.97,2.62,8.53,2.22,1.91,4.89,1.75,609,348,648,19.02,79656,59800,83030 53 | 56,Wyoming,WY,26.05,78.43,25.7,2532,n/a*,2532,18.28,54.9,17.99,8.14,0,8.42,2.95,14.29,2.86,2.46,22.22,2.38,646,n/a*,638,16.04,81935,72035,83387 -------------------------------------------------------------------------------- /data/202103-update/Student_loan_nation_states.csv: -------------------------------------------------------------------------------- 1 | id,state,abbr,perc_stud_debt,perc_stud_debt_nw,perc_stud_debt_wh,med_stud_debt_collect,med_stud_debt_collect_nw,med_stud_debt_collect_wh,perc_stud_debt_collect_STUD,perc_stud_debt_collect_STUD_nw,perc_stud_debt_collect_STUD_wh,med_stud_debt,med_stud_debt_nw,med_stud_debt_wh,med_mon_pmt,med_mon_pmt_nw,med_mon_pmt_wh,perc_no_bach,perc_no_bach_nw,perc_no_bach_wh,perc_pop_nw,avg_income,avg_income_nw,avg_income_wh 2 | fips,state_name,state,"Share with Student Loan Debt, All","Share with Student Loan Debt, Communities of Color","Share with Student Loan Debt, Majority White Communities","Median Student Loan Debt, All","Median Student Loan Debt, Communties of Color","Median Student Loan Debt, Majority White Communities","Share of Student Loan Holders with Student Debt in Collections, All","Share of Student Loan Holders with Student Debt in Collections, Communities of C","Share of Student Loan Holders with Student Debt in Collections, Majority White C","Median Student Loan Debt in Collections, All","Median Student Loan Debt in Collections, Communities of Color","Median Student Loan Debt in Collections, Majority White Communities","Median Amount of Monthly Student Debt Payment, All","Median Amount of Monthly Student Debt Payment, Communities of Color","Median Amount of Monthly Student Debt Payment, Majority White Communities","Share without a Bachelor's degree, All","Share without a Bachelor's degree, Communities of Color","Share without a Bachelor's degree, Majority White Communities",Percent People of Color,Average household income,"Average household income, non-white and/or Hispanic","Average household income, white non-Hispanic" 3 | USA,USA,,15.83,15.53,15.88,19825,18659,19926,10.23,13.86,8.61,11646,11012,11972,160,143,164,67.4,74.19,63.66,39.78,87864,73435,94972 4 | 1,Alabama,AL,15.15,18.84,13.93,19874,21375,18987,12.16,19,10,10814,10205,11066,150,150,149,74.47,80.45,71.75,34.69,69091,49055,78702 5 | 2,Alaska,AK,13.28,9.54,12.75,18278,17090,18348,11.8,15.28,10.42,11644,NULL,13780,160,NULL,159,69.83,81.92,63.52,39.89,96080,77081,104992 6 | 4,Arizona,AZ,14.94,13.89,14.52,18269,14297,19904,12.14,16.8,9.84,11354,9822,12163,147,113,159,70.28,80.38,63.92,45.7,80477,66743,87985 7 | 5,Arkansas,AR,15.61,20.82,15,18226,20394,17696,12.61,19.65,11.35,11467,11052,11405,138,134,138,76.69,83.49,74.61,27.86,66766,49546,72151 8 | 6,California,CA,11.99,11.96,11.19,17973,16176,20853,9.7,11.32,7.34,11467,10861,12963,150,133,174,65.8,73.08,55.59,63.36,107384,92375,124240 9 | 8,Colorado,CO,17.7,16.02,17.87,20555,20359,20700,9.16,13.27,7.86,13726,12779,13447,163,150,168,58.32,75.04,52.04,32.24,96218,76117,103075 10 | 9,Connecticut,CT,18.03,17.47,17.91,20169,18364,20733,7.87,14.35,5.83,13587,11198,16045,170,141,181,60.41,71.8,55.67,33.73,111303,77959,124434 11 | 10,Delaware,DE,15.78,18.86,14.41,21178,22164,21237,9.17,14.71,7.22,12799,12002,14417,168,161,174,68.66,74.66,65.7,38.16,84896,71994,91356 12 | 11,District of Columbia,DC,21.42,23.67,12.84,28399,25840,38920,11.02,13.81,4.53,14335,14335,NULL,236,210,306,39.59,61.3,7.41,63.08,124946,79036,191228 13 | 12,Florida,FL,13.61,14.44,12.25,20198,19365,20170,11.27,12.87,9.87,11985,11593,12614,152,139,159,69.63,74.49,66.08,46.74,79968,66488,88508 14 | 13,Georgia,GA,18.48,22.93,15.35,22748,25194,20717,11.74,14.84,9.33,11821,11512,12532,170,176,166,68.13,73.27,64.15,47.77,82489,66241,94765 15 | 15,Hawaii,HI,11.4,11.57,6.67,18824,18865,NULL,9.44,9.09,37.5,13607,13900,NULL,160,159,NULL,66.49,70.26,54.68,78.29,103162,100374,109934 16 | 16,Idaho,ID,15.5,12.12,15.55,18378,NULL,18536,8.93,12.5,8.77,12808,NULL,12960,145,NULL,146,72.35,83.84,70.39,18.23,73369,60588,75372 17 | 17,Illinois,IL,16.33,17.41,15.65,20458,19992,19985,9.43,15.93,7.32,11777,11150,12052,166,146,168,64.94,73.01,60.63,39.09,91424,72297,100632 18 | 18,Indiana,IN,17.42,20.55,16.98,19159,20953,18926,11.82,19.31,10.66,11426,12705,11507,156,152,156,72.89,76.84,72.05,21.3,73733,56730,77392 19 | 19,Iowa,IA,18.86,16.77,18.95,17738,NULL,17642,9.11,18.52,8.8,13263,NULL,13272,149,NULL,149,70.99,76.44,70.33,14.59,77173,59679,79183 20 | 20,Kansas,KS,16.82,11.59,17.24,18402,13830,18561,11.5,25.08,10.27,9957,6963,10633,151,141,155,66.2,77.37,63.43,24.38,78972,61595,83132 21 | 21,Kentucky,KY,16.19,18.96,16,18939,19425,18781,12.43,17.6,12.15,11149,NULL,10903,147,137,147,75.2,77.99,74.79,15.49,69724,55325,71937 22 | 22,Louisiana,LA,16.84,20.65,15.32,18055,20553,16594,12.82,16.13,10.88,11646,11873,11472,141,137,140,75.73,82.73,71.46,41.61,69225,47972,82207 23 | 23,Maine,ME,18.09,NULL,18.17,18927,NULL,18886,7.8,n/a**,7.74,13770,NULL,13888,160,NULL,160,68.47,70.7,68.34,6.98,73935,72288,74017 24 | 24,Maryland,MD,17.13,20.36,14.37,23725,25443,21136,9.81,12.04,7.56,12308,12477,12134,183,179,176,59.19,65.54,53.72,49.77,109774,92507,123396 25 | 25,Massachusetts,MA,18.3,19.65,18.25,20431,17452,20839,6.63,12.28,5.46,12670,11582,13106,180,147,187,55.47,64.08,52.56,29.26,110501,89501,117093 26 | 26,Michigan,MI,17.51,21,16.92,20377,19818,20270,11.82,24.6,9.6,10464,9915,10640,159,143,160,70.42,74.35,69.32,25.21,77682,60767,82444 27 | 27,Minnesota,MN,19.52,22.62,19.28,19554,19051,19398,6.93,16.64,6.33,12420,11299,12370,166,153,166,63.3,71.45,61.73,20.6,93047,73390,96451 28 | 28,Mississippi,MS,18.38,22.77,16.08,18906,19206,17678,14.11,18.3,11.43,10436,8887,11052,140,129,139,76.8,82.77,72.87,43.6,61944,44399,73896 29 | 29,Missouri,MO,17.19,20.33,16.49,20163,21238,19599,11.04,18.51,9.98,13336,12961,13336,156,143,156,70.45,74.46,69.59,20.72,75013,58778,78712 30 | 30,Montana,MT,15.05,12.04,15.19,17380,7464,17801,10.18,25,9.7,10540,NULL,11556,151,NULL,153,68.28,77.41,67.13,14.13,72648,55557,74586 31 | 31,Nebraska,NE,17.4,13.6,17.72,17996,12615,17998,6.41,14.8,5.96,11296,NULL,11299,156,115,158,67.57,78.31,65.38,21.46,78793,62023,82013 32 | 32,Nevada,NV,12.8,12.1,12.02,16290,12925,18386,14.14,19.99,10.31,10338,8990,11445,132,100,153,75.11,80.96,70.21,51.57,81039,68217,90510 33 | 33,New Hampshire,NH,19.1,NULL,19.14,20990,NULL,21080,7.28,n/a**,7.26,11194,NULL,11187,182,NULL,183,63.16,64.61,63.04,10.22,97994,88792,98728 34 | 34,New Jersey,NJ,16.91,16.34,16.96,21179,18667,22212,8.24,12.69,5.93,12290,11448,13391,179,147,194,59.2,65.02,55.01,45.39,114853,94944,127938 35 | 35,New Mexico,NM,12.97,12.7,12.27,18175,15968,21105,13.45,15.37,10.7,10081,9103,NULL,146,128,177,72.35,83.1,57.96,63.11,66752,53554,82553 36 | 36,New York,NY,16.14,15.42,17.17,20830,19896,21030,8.83,12.48,6.91,11486,11596,11111,171,155,177,62.76,71.64,56.36,44.76,100422,80260,113246 37 | 37,North Carolina,NC,15.91,21.11,14.38,21510,24187,20430,10.28,13.55,8.42,13269,11599,13496,163,172,161,68.08,75.85,64.27,37.34,76693,58506,85476 38 | 38,North Dakota,ND,17.04,10.51,17.32,16824,NULL,16866,7.9,3.03,8.03,13767,NULL,13767,142,NULL,142,70.32,77.05,69.3,16.2,82435,61756,85463 39 | 39,Ohio,OH,18.53,21.44,18.04,20919,20969,20661,10.83,19.29,9.38,12309,11358,12717,164,147,165,71.03,76.02,69.91,21.45,76151,55171,81166 40 | 40,Oklahoma,OK,15.05,13.71,15.11,17286,16331,17654,14.25,27.59,12.41,10066,9893,10213,140,111,143,74.38,80.24,71.98,34.81,71632,58678,76778 41 | 41,Oregon,OR,16.01,NULL,16.06,21033,NULL,21078,10.35,n/a*,9.9,13254,NULL,12746,163,NULL,165,66.04,73.46,64.19,24.89,85235,76777,87162 42 | 42,Pennsylvania,PA,19.88,23.94,19.25,21772,19745,22056,9.82,20.03,8.07,11339,9913,12077,174,144,179,68.18,73.99,66.7,24.08,83765,63698,88674 43 | 44,Rhode Island,RI,18.24,19.49,18.14,18993,16001,19563,8.96,13.66,7.94,11630,10641,11736,161,131,167,65.62,76.8,62.18,28.59,86601,62664,93533 44 | 45,South Carolina,SC,17.19,19.92,16.6,21523,24493,20794,12.22,17.06,10.25,12784,9866,14295,160,167,160,71.67,82.19,66.62,36.47,72742,51576,82861 45 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id,state,abbr,perc_stud_debt,perc_stud_debt_nw,perc_stud_debt_wh,med_stud_debt,med_stud_debt_nw,med_stud_debt_wh,perc_stud_debt_collect_STUD,perc_stud_debt_collect_STUD_nw,perc_stud_debt_collect_STUD_wh,med_stud_debt_collect,med_stud_debt_collect_nw,med_stud_debt_collect_wh,med_mon_pmt,med_mon_pmt_nw,med_mon_pmt_wh,perc_no_bach,perc_no_bach_nw,perc_no_bach_wh,perc_pop_nw,avg_income,avg_income_nw,avg_income_wh 2 | ,USA,,.1583212,.1552945,.1587909,19825,18659,19926,.1022991,.1386068,.0860682,11646,11012,11972,160,143,164,.6739969,.7418751,.6366488,.3977581,87864,73435,94972 3 | 01,Alabama,AL,.1514803,.1884125,.1392856,19874,21375,18987,.1215847,.1900296,.1000264,10814,10205,11066,150,150,149,.7447053,.8044684,.7174718,.3469204,69091,49055,78702 4 | 02,Alaska,AK,.1327885,.0953642,.1275378,18278,17090,18348,.1180304,.1527778,.1041968,11644,NULL,13780,160,NULL,159,.6983062,.8191904,.6351945,.3988593,96080,77081,104992 5 | 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"id","state","abbr","medcoll","medcoll_com_col","medcoll_white","medcollpos_p50","medcollpos_p50_com_col","medcollpos_p50_white","nohealthinsurance","nohealthinsurance_com_col","nohealthinsurance_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,".1260894",".1465912",".1148144","703","739","678",".0917263",".1356164",".0625231",".4004701","92324","77794","99572" 3 | "01","Alabama","AL",".1640561",".2343054",".1468894","851","961","810",".0972317",".1264151",".0816685",".3487998","71478","53281","80290" 4 | "02","Alaska","AK",".0387795",".0431461",".0345229","456","308","463",".1221173",".1721639",".0880996",".4016581","98504","81446","106530" 5 | "04","Arizona","AZ",".1240148",".1616465",".1007378","719","777","680",".1128459",".1701268",".0643042",".4601778","84438","70244","92363" 6 | 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19 | "20","Kansas","KS",".1676568",".2901269",".1489464","849","760","831",".0920083",".1759556",".0649578",".2460528","82270","63114","86892" 20 | "21","Kentucky","KY",".1711074",".3699865",".1648729","491","570","479",".0644401",".104242",".0570777",".1577944","72215","61002","73969" 21 | "22","Louisiana","LA",".1806395",".2211275",".1637354","726","733","710",".0890486",".1168794",".0693819",".4175453","72658","53667","84256" 22 | "23","Maine","ME",".1545627","n/a*",".1545556","825","n/a*","827",".0802464",".1090886",".0780335",".0717841","78303","70854","78682" 23 | "24","Maryland","MD",".1037421",".1316582",".0902717","508","552","470",".0600135",".0899435",".0298962",".5017963","114089","97091","127759" 24 | "25","Massachusetts","MA",".0403454",".0626241",".0362462","408","451","385",".0299194",".045483",".0233473",".2968931","117482","91722","125734" 25 | 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"32","Nevada","NV",".1590844",".194045",".1289221","806","750","903",".1142238",".1527054",".0722296",".5215869","86946","73810","96754" 32 | "33","New Hampshire","NH",".0621062","n/a**",".0619608","500","n/a**","499",".0625487",".1149096",".0565591",".1034367","100882","102566","100751" 33 | "34","New Jersey","NJ",".11027",".1662821",".0823435","472","490","454",".0788905",".1270371",".0385401",".4567932","119301","98631","133114" 34 | "35","New Mexico","NM",".1609344",".1792287",".1035678","700","685","711",".0996426",".124769",".0562741",".6324555","71591","60713","84313" 35 | "36","New York","NY",".0556699",".0518332",".0589911","456","422","470",".0523884",".0779959",".0315471",".4494312","107355","86609","120624" 36 | "37","North Carolina","NC",".2029009",".2646872",".1794936","742","738","758",".1125642",".1643754",".0815876",".3752788","80037","61717","88975" 37 | "38","North 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Carolina","SC",".2225539",".2826339",".1989735","860","790","917",".1084807",".146666",".0867898",".3645409","78188","55622","89098" 44 | "46","South Dakota","SD",".0316888",".0828729",".0295455","682","943","651",".1018523",".2624335",".0660765",".1849741","77650","56868","80717" 45 | "47","Tennessee","TN",".17627",".2120826",".1739338","888","836","921",".1014459",".1572285",".0813101",".2668642","78035","60887","83266" 46 | "48","Texas","TX",".1881915",".2090381",".1708233","835","890","814",".1835548",".2379538",".1057238",".5885772","89681","72057","108320" 47 | "49","Utah","UT",".1224023",".2265701",".1142577","980","834","990",".0965444",".1999482",".0669881",".2231202","96415","74879","101025" 48 | "50","Vermont","VT",".0471082","n/a**",".0464868","482","n/a**","475",".0448837",".0848471",".041631",".0754773","83015","63075","84241" 49 | "51","Virginia","VA",".1442176",".204054",".1291853","690","790","654",".0792765",".1201866",".0533415",".3892926","105091","90056","112673" 50 | "53","Washington","WA",".049685",".0622231",".0442121","551","448","542",".0661621",".1103272",".0448277",".3267543","105775","98550","108277" 51 | "54","West Virginia","WV",".2396552","n/a*",".2395938","553","n/a*","553",".0667653",".0789656",".0657578",".0796134","65842","62101","66089" 52 | "55","Wisconsin","WI",".1135481",".2408777",".1022038","943","854","963",".0571433",".1225295",".0418",".1919859","82899","61496","86459" 53 | "56","Wyoming","WY",".1677527",".4392523",".1651928","1515","n/a*","1520",".1231465",".2423802",".1000653",".1630316","83155","68390","85203" 54 | -------------------------------------------------------------------------------- /data/20230629-update/state_national_medical.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","medcoll","medcoll_com_col","medcoll_white","medcollpos_p50","medcollpos_p50_com_col","medcollpos_p50_white","nohealthinsurance","nohealthinsurance_com_col","nohealthinsurance_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,".1260894",".1465912",".1148144","703","739","678",".0917263",".1356164",".0625231",".4004701","92324","77794","99572" 3 | "01","Alabama","AL",".1640561",".2343054",".1468894","851","961","810",".0972317",".1264151",".0816685",".3487998","71478","53281","80290" 4 | "02","Alaska","AK",".0387795",".0431461",".0345229","456","308","463",".1221173",".1721639",".0880996",".4016581","98504","81446","106530" 5 | "04","Arizona","AZ",".1240148",".1616465",".1007378","719","777","680",".1128459",".1701268",".0643042",".4601778","84438","70244","92363" 6 | "05","Arkansas","AR",".1778295",".2163531",".1697937","561","572","550",".0914637",".1414789",".0721458",".2802942","68219","53683","72910" 7 | "06","California","CA",".0775829",".0851",".0646578","712","735","664",".0769791",".097763",".0405157",".6366674","113563","98231","131061" 8 | "08","Colorado","CO",".1096287",".1858869",".0909368","693","596","715",".0800599",".1283821",".0569956",".3248294","103518","80549","111482" 9 | "09","Connecticut","CT",".0952031",".1385558",".0769399","490","510","455",".0589502",".1001515",".0374462",".3437653","114630","82830","127242" 10 | "10","Delaware","DE",".1626036",".2822967",".126192","706","835","639",".065633",".0925106",".0487299",".3869141","92445","74765","101394" 11 | "11","District of Columbia","DC",".0606075",".0872295",".0300501","599","629","531",".0351795",".0473822",".0147414",".6271295","135369","87618","199025" 12 | "12","Florida","FL",".1436702",".1527567",".1306658","915","927","885",".1316055",".1715283",".0962669",".4702209","83883","70159","92735" 13 | "13","Georgia","GA",".1733211",".1991069",".158974","855","838","856",".1341428",".1685135",".1023409",".4817805","86468","69106","99937" 14 | "15","Hawaii","HI",".0499261",".0503025",".0341463","339","333","n/a*",".041568",".0406501",".0451219",".7845709","106247","103385","113625" 15 | "16","Idaho","ID",".1114999",".2293578",".1084456","809","n/a*","825",".1083312",".1831686",".0915412",".184122","78975","65767","81127" 16 | "17","Illinois","IL",".1358075",".1988626",".1149606","641","645","641",".073932",".1157885",".0469812",".3930643","95725","76467","105019" 17 | "18","Indiana","IN",".1599449",".2529332",".1491489","748","736","753",".0872251",".1240184",".0770858",".2168603","78064","61051","81773" 18 | "19","Iowa","IA",".0887486",".1464968",".0851374","526","n/a*","528",".0501498",".112884",".039215",".1490835","80267","60664","82801" 19 | "20","Kansas","KS",".1676568",".2901269",".1489464","849","760","831",".0920083",".1759556",".0649578",".2460528","82270","63114","86892" 20 | "21","Kentucky","KY",".1711074",".3699865",".1648729","491","570","479",".0644401",".104242",".0570777",".1577944","72215","61002","73969" 21 | "22","Louisiana","LA",".1806395",".2211275",".1637354","726","733","710",".0890486",".1168794",".0693819",".4175453","72658","53667","84256" 22 | "23","Maine","ME",".1545627","n/a*",".1545556","825","n/a*","827",".0802464",".1090886",".0780335",".0717841","78303","70854","78682" 23 | "24","Maryland","MD",".1037421",".1316582",".0902717","508","552","470",".0600135",".0899435",".0298962",".5017963","114089","97091","127759" 24 | "25","Massachusetts","MA",".0403454",".0626241",".0362462","408","451","385",".0299194",".045483",".0233473",".2968931","117482","91722","125734" 25 | "26","Michigan","MI",".1262691",".1850441",".1171027","440","443","439",".0578107",".0788773",".0507367",".2533165","80681","63875","85412" 26 | "27","Minnesota","MN",".0241599",".0396233",".023106","418","427","418",".0488479",".0991989",".0354484",".2105978","96995","77538","100444" 27 | "28","Mississippi","MS",".160184",".1974978",".1425498","719","811","690",".1297496",".1559708",".1095517",".4370161","65081","48053","77009" 28 | "29","Missouri","MO",".1636721",".3099481",".14628","767","930","727",".1002716",".1336088",".0915694",".2090498","77885","61275","81602" 29 | "30","Montana","MT",".1104992",".2660754",".1046587","702","742","696",".0827042",".1686333",".0686937",".1424309","77320","57384","79694" 30 | "31","Nebraska","NE",".0607809",".0998249",".054645","653","530","654",".0829336",".1798551",".0563784",".2164238","82539","61357","86570" 31 | "32","Nevada","NV",".1590844",".194045",".1289221","806","750","903",".1142238",".1527054",".0722296",".5215869","86946","73810","96754" 32 | "33","New Hampshire","NH",".0621062","n/a**",".0619608","500","n/a**","499",".0625487",".1149096",".0565591",".1034367","100882","102566","100751" 33 | "34","New Jersey","NJ",".11027",".1662821",".0823435","472","490","454",".0788905",".1270371",".0385401",".4567932","119301","98631","133114" 34 | "35","New Mexico","NM",".1609344",".1792287",".1035678","700","685","711",".0996426",".124769",".0562741",".6324555","71591","60713","84313" 35 | "36","New York","NY",".0556699",".0518332",".0589911","456","422","470",".0523884",".0779959",".0315471",".4494312","107355","86609","120624" 36 | "37","North Carolina","NC",".2029009",".2646872",".1794936","742","738","758",".1125642",".1643754",".0815876",".3752788","80037","61717","88975" 37 | "38","North Dakota","ND",".0685091",".1279863",".0666096","629","532","636",".0689679",".1714851",".0491113",".1636166","85551","62689","89017" 38 | "39","Ohio","OH",".1494514",".2058358",".1419283","607","654","598",".0658068",".0937899",".0581539",".216563","79505","58996","84414" 39 | "40","Oklahoma","OK",".2145801",".3215358",".1972798","893","1003","864",".1427902",".2091944",".1071036",".35102","75537","60294","81806" 40 | "41","Oregon","OR",".0478134",".1164021",".0451863","599","n/a*","608",".0717173",".1184977",".0560948",".2510301","88449","81905","89951" 41 | "42","Pennsylvania","PA",".0935524",".1340935",".0880509","500","527","498",".057686",".0842807",".0492248",".2438239","87789","68511","92586" 42 | "44","Rhode Island","RI",".0510619",".0659871",".0470865","526","430","574",".0409292",".0776996",".0256716",".2919534","92553","69762","99206" 43 | "45","South 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50 | "53","Washington","WA",".049685",".0622231",".0442121","551","448","542",".0661621",".1103272",".0448277",".3267543","105775","98550","108277" 51 | "54","West Virginia","WV",".2396552","n/a*",".2395938","553","n/a*","553",".0667653",".0789656",".0657578",".0796134","65842","62101","66089" 52 | "55","Wisconsin","WI",".1135481",".2408777",".1022038","943","854","963",".0571433",".1225295",".0418",".1919859","82899","61496","86459" 53 | "56","Wyoming","WY",".1677527",".4392523",".1651928","1515","n/a*","1520",".1231465",".2423802",".1000653",".1630316","83155","68390","85203" 54 | -------------------------------------------------------------------------------- /data/20230914-update/state_national_auto.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","autoretdelrate","autoretdelrate_com_col","autoretdelrate_white","delinquency_by_credit","delinquency_by_credit_near","delinquency_by_credit_pr","autoopen","autoopen_com_col","autoopen_white","autoretopen","autoretopen_com_col","autoretopen_white","poprural","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.0398646,0.0624777,0.0297524,0.2111451,0.0114531,0.0006261,0.3016727,0.2707267,0.3178242,0.3552157,0.3279283,0.3702506,0.20003137,0.4192301,97961.57,84891.7,105178.4 3 | "01","Alabama","AL",0.07315,0.1261261,0.0578477,0.2846301,0.0166387,0.000925,0.2918371,0.2673979,0.3003121,0.3827976,0.3631172,0.3883782,0.4226276,0.3584671,75922.77,57844.2,85041.99 4 | "02","Alaska","AK",0.0199134,0.0288462,0.0174672,0.1511905,0.0059041,0.0006336,0.2888922,0.1977203,0.2935036,0.3456085,0.2713722,0.3479483,0.35100513,0.4210992,100518.6,86380.38,107464.9 5 | "04","Arizona","AZ",0.0399334,0.0663024,0.0254418,0.2036573,0.0084861,0.0004357,0.311443,0.3181395,0.3095071,0.3587896,0.3717056,0.3539848,0.1071484,0.4799188,93177.19,78715.77,102244.9 6 | "05","Arkansas","AR",0.0529792,0.107095,0.0454091,0.229198,0.0145341,0.0007802,0.3313252,0.2833181,0.3387707,0.3893617,0.3321543,0.3979304,0.44523869,0.3177768,73125.69,59729.54,78277.63 7 | "06","California","CA",0.0292391,0.0360313,0.0167915,0.1800744,0.0104171,0.0005078,0.2692067,0.2706341,0.2593564,0.3118869,0.3171476,0.2950402,0.05763367,0.6574287,120952.8,107349.5,138392.9 8 | "08","Colorado","CO",0.0257206,0.043255,0.0205882,0.1761831,0.0105318,0.0002738,0.3059444,0.2978958,0.3031795,0.3546241,0.3501708,0.350186,0.13973293,0.348207,110650.5,89610.46,118784.2 9 | "09","Connecticut","CT",0.0245304,0.0567618,0.0147355,0.1577613,0.0111895,0.0007235,0.3039977,0.2417476,0.3249006,0.3389731,0.2790102,0.3583112,0.13749271,0.3725367,120008.8,91375.7,133255.2 10 | "10","Delaware","DE",0.0435626,0.0761905,0.0305168,0.2213043,0.0095283,0.0012541,0.3268407,0.2984496,0.3278146,0.3781551,0.3559431,0.3747693,0.17387883,0.4067954,95632.74,80522.64,103335 11 | "11","District of Columbia","DC",0.0800588,0.1116732,0.0201794,0.3110339,0.022673,0.001444,0.1794896,0.2294183,0.1330308,0.2226243,0.2808725,0.1607985,0,0.635754,138855.7,94120.61,204751.8 12 | "12","Florida","FL",0.035784,0.0459104,0.0277124,0.1770491,0.0110035,0.0007194,0.3155217,0.300694,0.3164174,0.360652,0.3440985,0.3622255,0.08465805,0.4885558,89572.91,77770.77,98014.18 13 | "13","Georgia","GA",0.0587338,0.0819409,0.0428441,0.2207029,0.0147342,0.0006973,0.2926894,0.2770661,0.3059904,0.3618573,0.3461986,0.3752616,0.25933027,0.4977367,92425.16,76505.3,105718.3 14 | "15","Hawaii","HI",0.0283107,0.0291463,NA,0.205766,0.0095541,0.0006227,0.2429834,0.2436649,0.2090909,0.3143876,0.3168092,0.2636364,0.13936992,0.792206,111751.2,110418.5,115079.5 15 | "16","Idaho","ID",0.0268981,0.0454545,0.0261178,0.1939373,0.0068946,0.0002584,0.3189019,0.3157895,0.319083,0.3803008,0.4210526,0.3799175,0.30757825,0.2132896,89955.23,76829.18,92589.18 16 | "17","Illinois","IL",0.0490987,0.0829632,0.0406925,0.2581544,0.0132249,0.0006054,0.2819438,0.2499668,0.3027478,0.331212,0.3081582,0.3506431,0.13072523,0.4106559,99873.84,81673.82,109586.8 17 | "18","Indiana","IN",0.039899,0.0977585,0.0338214,0.2065157,0.0083241,0.0004962,0.3170772,0.2783136,0.3228879,0.3741873,0.3310763,0.3808985,0.28823726,0.2337397,82642.7,70470.2,85597.1 18 | "19","Iowa","IA",0.0233525,0.0552147,0.0225467,0.1660944,0.0085375,0.0004307,0.3245035,0.2419929,0.326391,0.373481,0.2846975,0.3749284,0.36846459,0.170246,86498.74,71712.95,88643.7 19 | "20","Kansas","KS",0.0293275,0.0512346,0.0255038,0.1883897,0.0072237,0.0003372,0.2905818,0.232019,0.2953362,0.3409489,0.2895217,0.3447101,0.27700961,0.2663518,86579.72,73924.11,89976.58 20 | "21","Kentucky","KY",0.0441521,0.1196172,0.0423121,0.2099475,0.0108707,0.0006873,0.2783206,0.1756677,0.2819558,0.3518714,0.2385757,0.3569098,0.41301548,0.1734411,76234.4,62350.71,78694.55 21 | "22","Louisiana","LA",0.0673576,0.1031276,0.0511914,0.2684543,0.0143119,0.0009978,0.3105114,0.2688466,0.3305217,0.3864492,0.3484981,0.4042561,0.28458333,0.4310904,75589.84,54807.97,89466.09 22 | "23","Maine","ME",0.017435,NA,0.0173941,0.1338306,0.0065767,0.0001478,0.3736524,NA,0.3737287,0.4203392,NA,0.4205495,0.61367819,0.0996125,87755.97,86476.59,87863.45 23 | "24","Maryland","MD",0.0421903,0.0642594,0.0246972,0.2107771,0.0121849,0.0005899,0.3085749,0.2937093,0.3289312,0.3558944,0.3460078,0.3741944,0.14382901,0.5216159,119957.5,103014.9,135016.4 24 | "25","Massachusetts","MA",0.0210739,0.0474412,0.0160556,0.160055,0.0112039,0.000661,0.2941835,0.249154,0.3124036,0.332376,0.2987425,0.3494628,0.08720188,0.3252112,124788.6,103289.1,132685.3 25 | 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"31","Nebraska","NE",0.0242742,0.0417941,0.0224362,0.1782007,0.0099972,0.0005416,0.3308925,0.2720922,0.3377318,0.3830834,0.3384562,0.3884889,0.26994643,0.2357523,89208.63,75181.84,92236.59 31 | "32","Nevada","NV",0.0427999,0.0630453,0.0263802,0.2008249,0.0093145,0.0003852,0.2884933,0.2567663,0.2986437,0.3396527,0.3112871,0.3471923,0.05907691,0.5482633,89960.75,79272.04,98985.61 32 | "33","New Hampshire","NH",0.0183344,NA,0.0183408,0.1461837,0.0077849,0.0004034,0.3863059,NA,0.3864501,0.425795,NA,0.4259457,0.41676727,0.1274896,111907.7,114974.5,111585.6 33 | "34","New Jersey","NJ",0.0273566,0.0498061,0.0170682,0.1772767,0.0130435,0.000592,0.2858014,0.2290834,0.3213666,0.3232135,0.2768682,0.3539097,0.06246263,0.4789325,124950.7,107094.9,137984.3 34 | "35","New Mexico","NM",0.0594307,0.0706222,0.02504,0.2676426,0.0115728,0.0006169,0.3248182,0.3353004,0.2849946,0.3883306,0.4064291,0.3357323,0.25452864,0.6508701,76989.21,65779.29,91761.87 35 | "36","New York","NY",0.0303063,0.0561745,0.0207302,0.1932122,0.013622,0.0008461,0.2603586,0.1659416,0.3333977,0.3006859,0.2160633,0.3694673,0.1255409,0.4654313,109731.8,90181.61,122988.3 36 | "37","North Carolina","NC",0.0444938,0.0730607,0.0341196,0.2016004,0.0136835,0.000849,0.3139603,0.308195,0.313114,0.3832319,0.3830865,0.3790322,0.33284145,0.3907093,86803.97,68225.48,96579.41 37 | "38","North Dakota","ND",0.0254415,0.0434783,0.0248177,0.1958224,0.0095759,0.0004347,0.3472881,0.3676012,0.3468933,0.407821,0.4283489,0.4074669,0.39033159,0.1772906,86665.54,77081.09,88100 38 | "39","Ohio","OH",0.0396921,0.101966,0.03193,0.205671,0.0081565,0.0005487,0.323028,0.2817647,0.3299786,0.3656968,0.3287026,0.3724443,0.23715931,0.2344733,84572.28,65648.37,89566.23 39 | "40","Oklahoma","OK",0.0504511,0.093561,0.0446085,0.219099,0.0111052,0.0006116,0.3171759,0.2356466,0.3320077,0.3835749,0.2981806,0.3987548,0.35378053,0.3716085,75430.3,63277.49,80946.38 40 | "41","Oregon","OR",0.0187824,0.0337838,0.0174532,0.1532354,0.0043783,0.0001927,0.2730166,0.4,0.2746488,0.3234456,0.45625,0.3261992,0.19500167,0.2795359,95662.49,89760.23,97340.71 41 | "42","Pennsylvania","PA",0.0298641,0.082062,0.0235582,0.180823,0.0100708,0.00058,0.3313363,0.2340226,0.3464128,0.3805756,0.2961119,0.3937584,0.2354611,0.2644664,93835.26,77586.2,98475.45 42 | "44","Rhode Island","RI",0.0298762,0.0660848,0.0223061,0.1826698,0.0067492,0.0011749,0.3008926,0.2360492,0.3171349,0.3409049,0.2818684,0.3553986,0.08947501,0.3112932,99143.57,71487.3,108182.1 43 | "45","South Carolina","SC",0.0664303,0.111959,0.0509713,0.2590982,0.014884,0.0009156,0.2934213,0.2760414,0.2980633,0.3800478,0.3891895,0.3743273,0.32051969,0.3740334,81580.15,60441.18,92318.22 44 | "46","South Dakota","SD",0.0225825,0.1226994,0.0189476,0.1942758,0.0094851,0.000373,0.3294978,0.2622951,0.3316947,0.3899713,0.3217213,0.3922738,0.42780435,0.1999719,86194.05,78779.73,87355.38 45 | "47","Tennessee","TN",0.0521782,0.1088741,0.0426557,0.2460023,0.0110425,0.0005242,0.2959538,0.2682352,0.300017,0.3700807,0.3413331,0.3746759,0.33766633,0.2788872,83777.2,67814.88,89045.18 46 | "48","Texas","TX",0.0597041,0.0793714,0.0382712,0.2423322,0.0141596,0.0009377,0.3217072,0.301991,0.3394386,0.3887666,0.3769349,0.4015007,0.16279725,0.6062299,93667.53,77423.3,112867 47 | "49","Utah","UT",0.0247257,0.0533516,0.0232214,0.1888314,0.0058797,0.0002924,0.3482422,0.2819074,0.3514383,0.3959976,0.3347359,0.3984077,0.10218589,0.2398322,105075.5,85586.09,109906.8 48 | "50","Vermont","VT",0.0206785,NA,0.0207433,0.1946903,0.0114848,0.0002793,0.4016593,NA,0.4022801,0.4404711,NA,0.4411286,0.64879789,0.093728,94496.06,85213.23,95248.59 49 | "51","Virginia","VA",0.0370432,0.0559313,0.0304972,0.1971307,0.0114817,0.0006357,0.3006024,0.2973314,0.3044776,0.3553101,0.3546263,0.3603269,0.24365476,0.4076033,111287.3,97981.48,118695.2 50 | "53","Washington","WA",0.0211796,0.0293504,0.0190175,0.1677788,0.0054457,0.0002119,0.2782455,0.2753901,0.2828748,0.3296404,0.3201825,0.3387099,0.16628154,0.35698,116349.2,115588.9,116655.2 51 | "54","West Virginia","WV",0.0390184,NA,0.039075,0.1789858,0.0093637,0.0008672,0.3467321,NA,0.3468029,0.4028064,NA,0.4029002,0.55352074,0.0964419,72293.91,62584,73143.76 52 | "55","Wisconsin","WI",0.0278529,0.0903145,0.0231484,0.2085096,0.0090377,0.0003239,0.3160879,0.2386783,0.3230379,0.3678682,0.3040578,0.3735454,0.32916862,0.2102413,88304.15,73540.7,91104.74 53 | "56","Wyoming","WY",0.0317439,NA,0.0312757,0.2101791,0.0053971,0.0006022,0.3455862,0.2881356,0.3464868,0.4061264,0.3389831,0.4070826,0.37982252,0.1845136,86911.25,64957.79,90762.2 54 | -------------------------------------------------------------------------------- /data/20230914-update/state_national_medical.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","medcoll","medcoll_com_col","medcoll_white","medcollpos_p50","medcollpos_p50_com_col","medcollpos_p50_white","nohealthinsurance","nohealthinsurance_com_col","nohealthinsurance_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.1260895,0.1459005,0.1143968,703,738,678,0.0863438,0.1267563,0.0572625,0.4192301,97961.57,84891.7,105178.4 3 | "01","Alabama","AL",0.1640561,0.229521,0.1474348,851,953,806,0.0985492,0.1301786,0.0809974,0.3584671,75922.77,57844.2,85041.99 4 | "02","Alaska","AK",0.0387795,0.043402,0.0364571,455.5,310,486,0.1140533,0.1569709,0.0826863,0.4210992,100518.6,86380.38,107464.9 5 | "04","Arizona","AZ",0.1240148,0.1635088,0.1001965,719,774,686,0.1067932,0.15621,0.0613329,0.4799188,93177.19,78715.77,102244.9 6 | "05","Arkansas","AR",0.1778295,0.2194204,0.1707378,561,606,555,0.0917837,0.1415634,0.0687108,0.3177768,73125.69,59729.54,78277.63 7 | "06","California","CA",0.0775829,0.0849257,0.0645025,712,733,664,0.0700475,0.0887729,0.0340598,0.6574287,120952.8,107349.5,138392.9 8 | "08","Colorado","CO",0.1096287,0.183651,0.0900145,693,611,715,0.0796711,0.1328034,0.0513561,0.348207,110650.5,89610.46,118784.2 9 | "09","Connecticut","CT",0.0952031,0.1368711,0.0766718,490,505,455,0.0515895,0.0940952,0.0264334,0.3725367,120008.8,91375.7,133255.2 10 | "10","Delaware","DE",0.1626036,0.2807924,0.1228965,706,836,639,0.0574171,0.0805678,0.0416041,0.4067954,95632.74,80522.64,103335 11 | "11","District of Columbia","DC",0.0606075,0.0872483,0.0263158,599,630,523,0.0367087,0.0493208,0.0147692,0.635754,138855.7,94120.61,204751.8 12 | "12","Florida","FL",0.1436702,0.1511893,0.1299093,915,925,883,0.121051,0.154493,0.0891858,0.4885558,89572.91,77770.77,98014.18 13 | "13","Georgia","GA",0.1733211,0.1950514,0.1597904,855,819,871,0.1263088,0.157952,0.0950737,0.4977367,92425.16,76505.3,105718.3 14 | "15","Hawaii","HI",0.0499284,0.050549,0.0454545,339,333,NA,0.0394163,0.038687,0.0423732,0.792206,111751.2,110418.5,115079.5 15 | "16","Idaho","ID",0.1114999,0.1913876,0.1086107,809,NA,822.5,0.0882954,0.1680896,0.0666474,0.2132896,89955.23,76829.18,92589.18 16 | "17","Illinois","IL",0.1358075,0.1979039,0.1142316,641,649,640,0.0700341,0.1087448,0.0431515,0.4106559,99873.84,81673.82,109586.8 17 | "18","Indiana","IN",0.1599449,0.2523156,0.1488228,748,735,756,0.0751946,0.108208,0.0651736,0.2337397,82642.7,70470.2,85597.1 18 | "19","Iowa","IA",0.0887486,0.2064057,0.0851249,526,603,526,0.048009,0.0968245,0.0379918,0.170246,86498.74,71712.95,88643.7 19 | "20","Kansas","KS",0.1676568,0.2887915,0.1474378,849,763,831,0.0916113,0.1604709,0.0666424,0.2663518,86579.72,73924.11,89976.58 20 | "21","Kentucky","KY",0.1711074,0.3816024,0.1641463,491,596,479,0.0566316,0.0991091,0.0478347,0.1734411,76234.4,62350.71,78694.55 21 | "22","Louisiana","LA",0.1806395,0.222368,0.1636293,726,735.5,711,0.0764663,0.1007417,0.0583045,0.4310904,75589.84,54807.97,89466.09 22 | "23","Maine","ME",0.1545627,NA,0.1546877,825,NA,826,0.0572086,0.0798005,0.0547262,0.0996125,87755.97,86476.59,87863.45 23 | "24","Maryland","MD",0.1037421,0.1320848,0.0883323,508,550,464,0.0609425,0.0895983,0.0297998,0.5216159,119957.5,103014.9,135016.4 24 | "25","Massachusetts","MA",0.0403454,0.0619961,0.0359367,408,453.5,389,0.0249642,0.0421257,0.0166675,0.3252112,124788.6,103289.1,132685.3 25 | "26","Michigan","MI",0.1262691,0.1848498,0.1164058,439.5,440,438,0.0497896,0.0669525,0.0434466,0.2714228,86093.3,71462.66,90594.08 26 | "27","Minnesota","MN",0.0241599,0.0377358,0.0231133,418,423.5,418,0.0445552,0.0810427,0.0335906,0.2313883,103304.9,88235.68,106434.4 27 | "28","Mississippi","MS",0.160184,0.1943803,0.1412744,719,812,683,0.118853,0.145583,0.0975931,0.4456473,68047.63,50044.38,80923.63 28 | "29","Missouri","MO",0.1636721,0.3161901,0.1460433,767,950,728,0.0941563,0.1332784,0.082259,0.2344033,84920.05,66616.25,89665.22 29 | "30","Montana","MT",0.1104992,0.2659817,0.1050017,701.5,763,696,0.0821611,0.1487963,0.0693777,0.1619358,87083.16,76102.78,88556.72 30 | "31","Nebraska","NE",0.0607809,0.0995459,0.0551492,653,530,643,0.0710695,0.1434523,0.048887,0.2357523,89208.63,75181.84,92236.59 31 | "32","Nevada","NV",0.1590844,0.1918258,0.1305299,806,754.5,892,0.1164494,0.1552611,0.0691784,0.5482633,89960.75,79272.04,98985.61 32 | "33","New Hampshire","NH",0.0621062,NA,0.0620645,500,NA,499.5,0.0513585,0.0884867,0.0459667,0.1274896,111907.7,114974.5,111585.6 33 | "34","New Jersey","NJ",0.11027,0.1610911,0.0828202,472,492,457,0.0716667,0.114824,0.0321473,0.4789325,124950.7,107094.9,137984.3 34 | "35","New Mexico","NM",0.1609344,0.177013,0.0993163,700,683,714.5,0.0997075,0.1299707,0.0429653,0.6508701,76989.21,65779.29,91761.87 35 | "36","New York","NY",0.0556699,0.0516834,0.0589009,456,418,471,0.052007,0.0757865,0.0313348,0.4654313,109731.8,90181.61,122988.3 36 | "37","North Carolina","NC",0.2029009,0.2546649,0.17864,742,732,761,0.104206,0.150948,0.0744152,0.3907093,86803.97,68225.48,96579.41 37 | "38","North Dakota","ND",0.0685091,0.1246106,0.0668629,629,526,633,0.0785218,0.1568026,0.0619313,0.1772906,86665.54,77081.09,88100 38 | "39","Ohio","OH",0.1494514,0.208521,0.1412743,607,659,598.5,0.0652566,0.091376,0.0573296,0.2344733,84572.28,65648.37,89566.23 39 | "40","Oklahoma","OK",0.2145801,0.3243273,0.1941775,893,1027,853,0.1377177,0.1966814,0.1028843,0.3716085,75430.3,63277.49,80946.38 40 | "41","Oregon","OR",0.0478134,0.08125,0.0448193,599,NA,604,0.0607258,0.0941259,0.0477911,0.2795359,95662.49,89760.23,97340.71 41 | "42","Pennsylvania","PA",0.0935524,0.1310041,0.0877829,500,528.5,498,0.0549479,0.0820406,0.0452944,0.2644664,93835.26,77586.2,98475.45 42 | "44","Rhode Island","RI",0.0510619,0.0659654,0.0393254,526,429,474,0.04345,0.0752528,0.0289975,0.3112932,99143.57,71487.3,108182.1 43 | "45","South Carolina","SC",0.2225539,0.2829753,0.1962637,860,805,917.5,0.1003831,0.1375728,0.0783602,0.3740334,81580.15,60441.18,92318.22 44 | "46","South Dakota","SD",0.0316888,0.079918,0.0296508,682,1009,645.5,0.0949132,0.2216183,0.0637023,0.1999719,86194.05,78779.73,87355.38 45 | "47","Tennessee","TN",0.17627,0.1954515,0.1736481,888,798,921,0.0998307,0.150693,0.0803288,0.2788872,83777.2,67814.88,89045.18 46 | "48","Texas","TX",0.1881915,0.2087318,0.1693974,835,884,832,0.179725,0.2314894,0.0999273,0.6062299,93667.53,77423.3,112867 47 | "49","Utah","UT",0.1224023,0.2225339,0.1144467,980,852,988,0.0902793,0.1832961,0.0610005,0.2398322,105075.5,85586.09,109906.8 48 | "50","Vermont","VT",0.0471082,NA,0.0470876,481.5,NA,479,0.0365675,0.0398663,0.0362268,0.093728,94496.06,85213.23,95248.59 49 | "51","Virginia","VA",0.1442176,0.1942285,0.1292093,690,774,651,0.0682509,0.1032943,0.0443407,0.4076033,111287.3,97981.48,118695.2 50 | "53","Washington","WA",0.049685,0.0709731,0.0440262,551,551,540,0.0640626,0.1010196,0.0436322,0.35698,116349.2,115588.9,116655.2 51 | "54","West Virginia","WV",0.2396552,NA,0.2396459,553,NA,553.5,0.0608336,0.0771499,0.0591433,0.0964419,72293.91,62584,73143.76 52 | "55","Wisconsin","WI",0.1135481,0.2407974,0.1021897,943,849,964,0.0535607,0.0996582,0.0414358,0.2102413,88304.15,73540.7,91104.74 53 | "56","Wyoming","WY",0.1677527,0.4237288,0.1661046,1515,906.5,1526,0.1215832,0.218146,0.0997602,0.1845136,86911.25,64957.79,90762.2 54 | -------------------------------------------------------------------------------- /data/20230914-update/state_national_student.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","stdtot","stdtot_com_col","stdtot_white","stdtotpos_p50","stdtotpos_p50_com_col","stdtotpos_p50_white","stdcollofstdtot","stdcollofstdtot_com_col","stdcollofstdtot_white","stdcollpos_p50","stdcollpos_p50_com_col","stdcollpos_p50_white","stdmonthpos_p50","stdmonthpos_p50_com_col","stdmonthpos_p50_white","educ_ltBA","educ_ltBA_com_col","educ_ltBA_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.1524185,0.1496051,0.1523544,20108,18865,20362,0.0786193,0.1062001,0.0654599,10939.5,10349.5,11408,160,143,164,0.6498433,0.7133621,0.6112642,0.4192301,97961.57,84891.7,105178.4 3 | "01","Alabama","AL",0.1468277,0.1831813,0.1351494,20397.5,22872,19526,0.0919947,0.1372505,0.0777577,10212,10211.5,10335,154,158,153,0.7256711,0.7868456,0.6963423,0.3584671,75922.77,57844.2,85041.99 4 | "02","Alaska","AK",0.1347763,0.1288908,0.131374,18563,15664,20534,0.0817844,0.1496599,0.0739609,10579,NA,11740,156,133,160,0.6720937,0.7797847,0.6100006,0.4210992,100518.6,86380.38,107464.9 5 | "04","Arizona","AZ",0.1457636,0.1431656,0.1375331,18146.5,14024,20088,0.0925597,0.1235049,0.0752748,10287,9092,11037.5,143,109,159,0.6757059,0.7711173,0.608858,0.4799188,93177.19,78715.77,102244.9 6 | "05","Arkansas","AR",0.1488862,0.163738,0.145992,18307,17872,18259,0.0997912,0.1449477,0.0895962,9651.5,8096,10343,139,135,140,0.7472552,0.8083761,0.7242892,0.3177768,73125.69,59729.54,78277.63 7 | "06","California","CA",0.1134928,0.1139796,0.1035456,18500,16624,21282,0.0767939,0.0891535,0.057658,10525,9887,12403.5,151,136,175,0.6381321,0.7073747,0.5291311,0.6574287,120952.8,107349.5,138392.9 8 | "08","Colorado","CO",0.170791,0.1536851,0.1716732,20771,19072.5,21270,0.0680575,0.1032258,0.057366,12537,10931,12757,162,133,168,0.5558459,0.7041925,0.4922988,0.348207,110650.5,89610.46,118784.2 9 | "09","Connecticut","CT",0.174029,0.1733604,0.1727553,21457,19530,22046,0.0625534,0.1095623,0.0452813,11463,8558,13596.5,174,148,186,0.5787243,0.6859583,0.5268504,0.3725367,120008.8,91375.7,133255.2 10 | "10","Delaware","DE",0.1517552,0.1832472,0.1379329,21427.5,22081,21219,0.0783916,0.119859,0.0617867,13564,12694.5,14659,167,154.5,175,0.6438046,0.6833722,0.6220684,0.4067954,95632.74,80522.64,103335 11 | "11","District of Columbia","DC",0.2031518,0.2171141,0.1491833,29134,23473,37223,0.0761659,0.1097372,0.0352798,10764,10066,NA,223,188.5,252,0.3695313,0.5649602,0.0699923,0.635754,138855.7,94120.61,204751.8 12 | "12","Florida","FL",0.1324448,0.1405402,0.1163178,20287.5,19377,20596,0.0873604,0.0969636,0.0787386,11144,10617,11897,152,140,160,0.6683919,0.7166938,0.6294686,0.4885558,89572.91,77770.77,98014.18 13 | "13","Georgia","GA",0.1774654,0.2183383,0.144328,22867,24961,20659,0.0923327,0.1154078,0.071848,10810,11192,10658,169,172,163,0.653721,0.6944451,0.6191844,0.4977367,92425.16,76505.3,105718.3 14 | "15","Hawaii","HI",0.1099698,0.1108383,0.0090909,19450,19415,NA,0.066956,0.0662062,NA,13742.5,13969.5,NA,165,164,NA,0.646975,0.6892681,0.5061512,0.792206,111751.2,110418.5,115079.5 15 | "16","Idaho","ID",0.1449934,0.0813397,0.1462815,18488,NA,18611,0.0641133,NA,0.0633149,11260.5,NA,10986,140,NA,142,0.692848,0.7803589,0.6736982,0.2132896,89955.23,76829.18,92589.18 16 | "17","Illinois","IL",0.1579568,0.1663302,0.152599,20598,19809.5,20323,0.0688788,0.1126454,0.054045,11205,10586,11414.5,166,146,169,0.6286002,0.7009318,0.5862432,0.4106559,99873.84,81673.82,109586.8 17 | "18","Indiana","IN",0.1653342,0.1890131,0.1610221,19346,19596,19006,0.0887588,0.1578236,0.0790018,10244,8898,10426,151,139,150,0.7112075,0.7451636,0.7028974,0.2337397,82642.7,70470.2,85597.1 18 | "19","Iowa","IA",0.1777611,0.1814947,0.1783889,18181,12914.5,18216,0.0673517,0.1176471,0.0654442,11785,NA,11929.5,152,129,152,0.6945895,0.7458206,0.6869358,0.170246,86498.74,71712.95,88643.7 19 | "20","Kansas","KS",0.1614104,0.1117196,0.1646216,18340.5,14236.5,18399,0.081604,0.1486928,0.0719071,10157.5,8116,10730.5,150,123.5,154,0.6460325,0.7417587,0.6186802,0.2663518,86579.72,73924.11,89976.58 20 | "21","Kentucky","KY",0.155075,0.1928783,0.152521,19182.5,21470,19122.5,0.102649,0.2061538,0.0972507,10666.5,11066,10531,147,140,148,0.7301982,0.7625506,0.7246369,0.1734411,76234.4,62350.71,78694.55 21 | "22","Louisiana","LA",0.1628346,0.1975795,0.1449281,17985,20000,16309,0.0977187,0.1228782,0.0822284,10507.5,11434,10270.5,140,141,136,0.7355406,0.8103662,0.6867291,0.4310904,75589.84,54807.97,89466.09 22 | "23","Maine","ME",0.1689747,NA,0.1693207,19685.5,NA,19710,0.0660705,NA,0.0659532,14936,NA,15014,165,NA,165,0.6401212,0.6468607,0.6395109,0.0996125,87755.97,86476.59,87863.45 23 | "24","Maryland","MD",0.1642198,0.1932306,0.1360795,23965.5,25090,22046,0.07563,0.0968446,0.054457,11005,10389,12924,182,175,182.5,0.5745164,0.6364194,0.5157405,0.5216159,119957.5,103014.9,135016.4 24 | "25","Massachusetts","MA",0.1801933,0.1883695,0.1809789,21577,19521,21850,0.0502665,0.0913728,0.0415744,12043,11022.5,12737,185,153,193,0.5338324,0.6233898,0.4982307,0.3252112,124788.6,103289.1,132685.3 25 | "26","Michigan","MI",0.1669615,0.2032236,0.1607857,20603,19658.5,20623,0.0870862,0.1771235,0.0714303,10179,9331,10533,161,141,163,0.6832755,0.7232188,0.6708524,0.2714228,86093.3,71462.66,90594.08 26 | "27","Minnesota","MN",0.1848002,0.2012579,0.1830992,19917.5,19986.5,19777.5,0.0498429,0.1145833,0.0455943,12471,13852,11709,167,163,167,0.6110474,0.6899532,0.5931238,0.2313883,103304.9,88235.68,106434.4 27 | "28","Mississippi","MS",0.1734697,0.2077909,0.1531037,19186,20974.5,18322,0.1075269,0.1427896,0.0807395,9730.5,9249,11022,140,140,139,0.7522248,0.8059407,0.7144514,0.4456473,68047.63,50044.38,80923.63 28 | "29","Missouri","MO",0.1632392,0.1925663,0.1574022,20005,20723,19578,0.084156,0.1646201,0.075031,11702.5,11832,11232,155,135.5,155,0.6828107,0.7300998,0.6707704,0.2344033,84920.05,66616.25,89665.22 29 | "30","Montana","MT",0.1448553,0.1255708,0.1458136,18520,11169.5,18773,0.0673909,0.1454545,0.0656355,11155,NA,11592,151,108,153,0.6520153,0.750169,0.6371974,0.1619358,87083.16,76102.78,88556.72 30 | "31","Nebraska","NE",0.1625773,0.1089766,0.1667844,18012,12125,18039.5,0.047194,0.1153846,0.0438516,10491,NA,10409,152,111,153,0.6555136,0.7582157,0.6315426,0.2357523,89208.63,75181.84,92236.59 31 | "32","Nevada","NV",0.1260314,0.1209982,0.1147167,16446.5,14105,18698.5,0.0992612,0.1216362,0.0745856,10105,8971,11514,130,107,155.5,0.7242709,0.7811705,0.6695265,0.5482633,89960.75,79272.04,98985.61 32 | "33","New Hampshire","NH",0.1777118,NA,0.177773,22118,NA,22094.5,0.052037,NA,0.0520558,11160,NA,11160,185.5,NA,186,0.5975327,0.598793,0.5973864,0.1274896,111907.7,114974.5,111585.6 33 | "34","New Jersey","NJ",0.1615156,0.1567401,0.1631406,21530,19036,22947.5,0.0656731,0.0999315,0.0472122,11739,10949.5,13161,181,153,196,0.568974,0.6288991,0.5210084,0.4789325,124950.7,107094.9,137984.3 34 | "35","New Mexico","NM",0.1267751,0.1262838,0.1034545,17421,16016,20319,0.100197,0.1087396,0.0678261,9641,8494.5,NA,138,130,170.5,0.6994724,0.7950457,0.5604597,0.6508701,76989.21,65779.29,91761.87 35 | "36","New York","NY",0.1599066,0.1499113,0.1708408,21498,20498,21680.5,0.0663036,0.0927658,0.0524908,11037,11135,10962,170,154,177,0.6007972,0.686474,0.5339025,0.4654313,109731.8,90181.61,122988.3 36 | "37","North Carolina","NC",0.1507985,0.1957142,0.1354742,22059,24540,21195,0.0841914,0.1133736,0.0675164,11764,11134.5,12599,166,171,164,0.6508715,0.7268056,0.610777,0.3907093,86803.97,68225.48,96579.41 37 | "38","North Dakota","ND",0.1799603,0.105919,0.1825238,17913,11333.5,18170,0.0467178,0.0882353,0.0459433,10457,NA,10554,152.5,130,154,0.6825842,0.742406,0.6724704,0.1772906,86665.54,77081.09,88100 38 | "39","Ohio","OH",0.1769491,0.2086586,0.1713279,21152,21473,20896,0.0816727,0.1432103,0.0715594,11551,10012,11966,162,147,163,0.6927916,0.7363951,0.6817995,0.2344733,84572.28,65648.37,89566.23 39 | "40","Oklahoma","OK",0.1441084,0.1285543,0.1446476,17453,17356.5,17681,0.1119119,0.1838983,0.0985091,10418,12190,9493,136,119,139,0.7207522,0.7749122,0.696097,0.3716085,75430.3,63277.49,80946.38 40 | "41","Oregon","OR",0.1535775,0.103125,0.1536898,21649.5,NA,21901,0.0773282,NA,0.0754976,12849,NA,13119,163,NA,164,0.6366897,0.6944408,0.61903,0.2795359,95662.49,89760.23,97340.71 41 | "42","Pennsylvania","PA",0.1881645,0.2224441,0.1819817,22132,19592,22420.5,0.0743803,0.1485396,0.0616724,10975.5,10370,11508,175,143,180,0.654551,0.7141403,0.6371313,0.2644664,93835.26,77586.2,98475.45 42 | "44","Rhode Island","RI",0.176916,0.1895168,0.1765354,19616,16520,20671,0.0650661,0.0968956,0.0559796,11465.5,8894,13024,165,135.5,173,0.634985,0.7679199,0.5887359,0.3112932,99143.57,71487.3,108182.1 43 | "45","South Carolina","SC",0.1657037,0.1987183,0.158215,22055,24012,21998,0.0981479,0.1337563,0.0823674,11426,9339.5,12519,163,166,163,0.684683,0.7684829,0.6422811,0.3740334,81580.15,60441.18,92318.22 44 | "46","South Dakota","SD",0.1820822,0.1004098,0.1858404,18939,11594.5,19154,0.0486574,0.1122449,0.0464487,9535,NA,10745,154,121,154,0.6833447,0.780113,0.6660317,0.1999719,86194.05,78779.73,87355.38 45 | "47","Tennessee","TN",0.1470955,0.2146981,0.1319876,19984,21961.5,19314,0.0927059,0.1408708,0.0806173,11391,11193,11696.5,154,155,154,0.6951976,0.7493879,0.6777809,0.2788872,83777.2,67814.88,89045.18 46 | "48","Texas","TX",0.1491649,0.1498118,0.1379937,18087,16495,19287,0.0878658,0.1017874,0.0705755,10399,10016,11009,143,128,157,0.6688405,0.7424606,0.5757182,0.6062299,93667.53,77423.3,112867 47 | "49","Utah","UT",0.1282446,0.1061244,0.1309054,15968.5,13849,16175,0.0658927,0.1277533,0.0616886,6815,NA,7108.5,137,139.5,138,0.6319257,0.7387888,0.603412,0.2398322,105075.5,85586.09,109906.8 48 | "50","Vermont","VT",0.1601106,NA,0.1604235,22188.5,NA,22171,0.0509232,NA,0.05106,17170,NA,17170,187,NA,187,0.555611,0.5479389,0.5562427,0.093728,94496.06,85213.23,95248.59 49 | "51","Virginia","VA",0.1563848,0.1752702,0.1438132,22856,22956,22697.5,0.0677446,0.0933795,0.0574288,11778,11670,12434,178,171,180,0.5819288,0.6325628,0.5519173,0.4076033,111287.3,97981.48,118695.2 50 | "53","Washington","WA",0.1329987,0.1198611,0.1365967,19419,16899.5,19715,0.0599981,0.0804498,0.0561754,11252,9818.5,11381.5,156,140,157,0.6103307,0.6297886,0.6017352,0.35698,116349.2,115588.9,116655.2 51 | "54","West Virginia","WV",0.146001,NA,0.1463244,18760,NA,18760,0.1015098,NA,0.1013156,10704,NA,10772.5,145,NA,145,0.7588283,0.7739038,0.7574898,0.0964419,72293.91,62584,73143.76 52 | "55","Wisconsin","WI",0.1588772,0.1925281,0.1556612,18384.5,19890,18290,0.0595749,0.1508357,0.049654,11613,10766.5,12125,152,147,153,0.6745908,0.7511902,0.6592337,0.2102413,88304.15,73540.7,91104.74 53 | "56","Wyoming","WY",0.1214703,0.0847458,0.1219786,15834,NA,15834,0.0742779,NA,0.0746544,7085.5,NA,7085.5,139,NA,139.5,0.7075539,0.7804482,0.6941155,0.1845136,86911.25,64957.79,90762.2 54 | -------------------------------------------------------------------------------- /data/20230914-update/state_national_youth.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","totcoll","totcoll_com_col","totcoll_white","totcollpos_p50","totcollpos_p50_com_col","totcollpos_p50_white","medcoll","medcoll_com_col","medcoll_white","stdcollofstdtot","stdcollofstdtot_com_col","stdcollofstdtot_white","autoretdelrate","autoretdelrate_com_col","autoretdelrate_white","carddelrate","carddelrate_com_col","carddelrate_white","carddelpos_p50","carddelpos_p50_com_col","carddelpos_p50_white" 2 | "USA","USA",NA,0.1989764,0.2457578,0.1716002,1130,1264,1018,0.0970407,0.1031054,0.0919108,0.0267368,0.0422499,0.0203069,0.0617195,0.089663,0.0465909,0.0444689,0.0632897,0.0352028,275,271,275 3 | "01","Alabama","AL",0.2723252,0.4113573,0.2260949,1234,1458,1146.5,0.1403188,0.2142198,0.1201559,0.0284171,0.0454545,0.0220264,0.0997999,0.1829085,0.0768078,0.0640492,0.1278649,0.0480516,253,219,268 4 | "02","Alaska","AK",0.1218097,0.1445087,0.101227,1383,NA,960,0.0382831,0.0462428,0.0398773,0.0232558,NA,0.0103627,0.0339559,NA,0.028754,0.029106,0.0422535,0.028021,NA,NA,NA 5 | "04","Arizona","AZ",0.2089737,0.2638394,0.1587721,1311,1437,1157,0.0885013,0.0982519,0.077719,0.0383752,0.0412044,0.0309099,0.0605064,0.0779088,0.0425109,0.0450957,0.0654174,0.0318287,345,293.5,359 6 | "05","Arkansas","AR",0.2918752,0.3951165,0.2706956,1025,1214.5,977,0.1489159,0.1709212,0.1455776,0.0380304,0.0371901,0.0356589,0.0821168,0.1169811,0.0744986,0.0730906,0.0911765,0.0685755,239,NA,246.5 7 | "06","California","CA",0.137475,0.1550607,0.1038479,1094,1160,853,0.0490869,0.0500905,0.0509636,0.0319154,0.0404989,0.0189197,0.0493845,0.0574354,0.0296999,0.032512,0.039188,0.0203532,299,288,363 8 | "08","Colorado","CO",0.1796238,0.2658812,0.1515799,1043,1036,986,0.0945625,0.1398566,0.082342,0.0250384,0.042654,0.021636,0.0428351,0.0507937,0.0417537,0.0356274,0.0637681,0.0276183,251.5,252,269.5 9 | "09","Connecticut","CT",0.1393467,0.2417134,0.0931013,908,952.5,783,0.0562381,0.0744518,0.0457875,0.0184078,0.0358891,0.0116048,0.0348182,0.0632603,0.0244898,0.0403587,0.0857143,0.0243962,327,313,299.5 10 | "10","Delaware","DE",0.2185995,0.3492823,0.1585873,1056.5,1176,1059,0.1159689,0.1913876,0.0872576,0.0337458,0.0757576,0.028169,0.0662069,0.0480769,0.056,0.0469799,0.0673077,0.032967,336,NA,NA 11 | "11","District of Columbia","DC",0.160826,0.2469304,0.0600522,1383,1551,NA,0.0469337,0.0627558,0.0261097,0.047619,0.0769231,0.0092593,0.1421569,0.175,NA,0.0634921,0.130303,0.0111111,247.5,NA,NA 12 | "12","Florida","FL",0.2271132,0.2438072,0.2086051,1335.5,1450,1158.5,0.1150898,0.110309,0.1138443,0.0346417,0.0399083,0.0304441,0.0609675,0.0777137,0.0458422,0.0529879,0.0654513,0.0416789,274,274,298 13 | "13","Georgia","GA",0.2593917,0.3251371,0.2119767,1298,1423,1139,0.1356823,0.1531152,0.1242121,0.0343161,0.0505602,0.0204862,0.0903914,0.1289308,0.0622318,0.0669343,0.1070485,0.0426611,278,268,309 14 | "15","Hawaii","HI",0.1231095,0.119706,NA,1112,1226.5,NA,0.0387175,0.0381519,NA,0.0259434,0.0199734,NA,0.032666,0.0304507,NA,0.0231601,0.0232005,NA,NA,NA,NA 15 | "16","Idaho","ID",0.1729749,NA,0.1712077,1197,NA,1222,0.0996526,NA,0.0983575,0.0165349,NA,0.0164918,0.0478395,NA,0.0480087,0.0325497,NA,0.0323071,282,NA,286 16 | "17","Illinois","IL",0.1969055,0.2910053,0.1641115,1053,1193,959,0.1093888,0.1460318,0.0970134,0.0260992,0.0545455,0.0170765,0.0728693,0.1008478,0.0627023,0.0415716,0.0826735,0.0285318,239.5,228,246 17 | "18","Indiana","IN",0.2359701,0.3634697,0.2179003,1062,1287,1028,0.1340959,0.1875382,0.1263847,0.0350584,0.0812065,0.030303,0.0549236,0.1346578,0.0445768,0.0450533,0.0981013,0.0399265,236,189.5,238 18 | "19","Iowa","IA",0.176989,0.2580645,0.1703806,945.5,NA,916,0.0680086,0.0322581,0.0665999,0.0223383,NA,0.0210716,0.0392459,NA,0.0403226,0.033557,NA,0.0319066,271,NA,275 19 | "20","Kansas","KS",0.2324529,0.3782384,0.2001577,1027,1017,877,0.1522377,0.2469776,0.1367508,0.0326366,0.0803571,0.0264757,0.0494881,0.0714286,0.0425411,0.0374743,0.0677966,0.0314221,318,NA,332 20 | "21","Kentucky","KY",0.265914,0.4709677,0.2517592,961,1544,925.5,0.1307859,0.2451613,0.1257819,0.0351251,NA,0.0335788,0.0704698,NA,0.068205,0.0586522,NA,0.0533247,282.5,NA,274 21 | "22","Louisiana","LA",0.2763223,0.3890756,0.2305833,1156.5,1225,1082,0.1182238,0.1340336,0.1127229,0.0328266,0.046729,0.026661,0.0920941,0.1625,0.0670849,0.0664962,0.1080214,0.0559642,249,244,237 22 | "23","Maine","ME",0.1427661,NA,0.1430396,746.5,NA,746.5,0.0752071,NA,0.0753512,0.014881,NA,0.0149031,0.0248329,NA,0.0248804,0.0297226,NA,0.0297619,NA,NA,NA 23 | "24","Maryland","MD",0.1652201,0.2246139,0.1169116,1000,1112,813,0.0694988,0.0834703,0.0626795,0.0290488,0.0452944,0.0193548,0.0603973,0.0894737,0.0350515,0.0447573,0.0698462,0.0282236,295,339,194.5 24 | "25","Massachusetts","MA",0.0928148,0.1748092,0.0736927,967,1071.5,867,0.0238475,0.0305344,0.0230933,0.0114747,0.0293501,0.0095309,0.0353376,0.0671378,0.0224335,0.0322198,0.0638153,0.0237809,316.5,373.5,319 25 | "26","Michigan","MI",0.1950249,0.3672456,0.1666744,933,1356.5,845,0.093255,0.1194612,0.0870349,0.0332233,0.0864346,0.0247128,0.0666395,0.2248276,0.0448824,0.0469073,0.1395776,0.036698,220,221,209 26 | "27","Minnesota","MN",0.0967742,0.1882353,0.0892427,963.5,1382.5,886,0.0187151,0.0294118,0.0179417,0.0155164,0.0490196,0.0143369,0.032375,0.0847458,0.0282486,0.0286663,0.0684524,0.0255765,240,NA,235 27 | "28","Mississippi","MS",0.2873211,0.4063807,0.221266,1177,1282,1069,0.1489008,0.1919456,0.1218767,0.0323575,0.0369276,0.0254833,0.101569,0.1373913,0.0756757,0.0770198,0.1207951,0.0584538,194,189,196 28 | "29","Missouri","MO",0.2536066,0.4778535,0.2238349,1174.5,1667,1089,0.1399913,0.2308348,0.1267595,0.0285992,0.0809061,0.0248378,0.0854981,0.1853035,0.071699,0.0518216,0.1452785,0.0423793,241,243,214.5 29 | "30","Montana","MT",0.1816444,0.4142857,0.1767293,775,NA,797,0.0929254,0.2,0.0903639,0.0266344,NA,0.0250627,0.0366552,NA,0.0334928,0.0287044,NA,0.0277338,NA,NA,NA 30 | "31","Nebraska","NE",0.1324133,0.2246154,0.1165389,1157,1374,1081,0.04047,0.0676923,0.0348302,0.012024,0.0185185,0.0126027,0.0333745,0.0366972,0.0322344,0.0381058,0.0671642,0.0349382,290,NA,291.5 31 | "32","Nevada","NV",0.2372125,0.280974,0.2005175,1292,1245,1377,0.1151161,0.1188119,0.1177232,0.0381005,0.0602941,0.010142,0.0606319,0.0801249,0.0472313,0.0488285,0.060844,0.0352609,339.5,292,479.5 32 | "33","New Hampshire","NH",0.1153082,NA,0.1153737,1068,NA,1068,0.0394774,NA,0.0394999,0.0151611,NA,0.0151707,0.0343096,NA,0.0343096,0.0341839,NA,0.0342169,255,NA,255 33 | "34","New Jersey","NJ",0.1331672,0.2091605,0.0918782,866,873,801,0.0694018,0.1027266,0.0520745,0.0188536,0.0319489,0.0133146,0.0471052,0.0818414,0.0245198,0.034487,0.0615544,0.0217493,298,292,295 34 | "35","New Mexico","NM",0.2550047,0.2733291,0.1508772,994,998,NA,0.1304023,0.137768,0.0877193,0.0494845,0.0559567,0,0.0726872,0.083181,0.0422535,0.042394,0.0505201,0.013245,320,314.5,NA 35 | "36","New York","NY",0.1194482,0.1453541,0.1030504,1026,1135.5,911,0.0359831,0.0271764,0.0411328,0.0228382,0.0324292,0.0182927,0.0552181,0.1045173,0.0346712,0.0442592,0.0714154,0.0287873,280,284,267.5 36 | "37","North Carolina","NC",0.2581128,0.3474202,0.2178879,1065.5,1135,1028.5,0.1482617,0.1839783,0.1328413,0.0252427,0.0423504,0.0161481,0.0687732,0.1015059,0.0545113,0.0575973,0.09358,0.046729,293,235.5,327 37 | "38","North Dakota","ND",0.1482321,0.2692308,0.1461934,1307,NA,1330,0.057117,0.1538462,0.0551144,0.020595,NA,0.0208333,0.03125,NA,0.0308483,0.0382903,NA,0.0387387,NA,NA,NA 38 | "39","Ohio","OH",0.2379647,0.4184906,0.2086473,995,1223,940,0.1195429,0.1569811,0.115247,0.0235294,0.0741656,0.0179464,0.0651274,0.157967,0.0528605,0.0511849,0.1177606,0.0422413,270,244.5,269 39 | "40","Oklahoma","OK",0.2949673,0.4162487,0.2614047,1266,1421,1206.5,0.178234,0.2437312,0.1606689,0.0420139,0.1030303,0.0364411,0.0620333,0.0961538,0.057524,0.0493274,0.0576923,0.0435474,227,NA,216 40 | "41","Oregon","OR",0.1278173,NA,0.127488,884.5,NA,865.5,0.035861,NA,0.0355253,0.0157798,NA,0.0152878,0.0376614,NA,0.0349523,0.0340402,NA,0.0355378,296,NA,314 41 | "42","Pennsylvania","PA",0.1621036,0.3009443,0.134724,975.5,1128,926.5,0.0648053,0.0733101,0.0625047,0.02467,0.0556701,0.0198585,0.0432805,0.1075697,0.03267,0.0478779,0.1196148,0.0366389,246,210.5,270 42 | "44","Rhode Island","RI",0.1419972,0.2232558,0.0975984,1177,1129.5,1177,0.0332861,0.0418605,0.0194175,0.0157155,0.0184332,0.0129171,0.0569948,0.141791,0.0303797,0.0480296,0.0994318,0.0320902,319,NA,NA 43 | "45","South Carolina","SC",0.3033795,0.4340949,0.2576542,1366,1659,1308,0.1756929,0.2032806,0.1604007,0.0301961,0.0597484,0.0226638,0.0928375,0.152439,0.0757956,0.0621891,0.1193353,0.049711,258.5,155,306 44 | "46","South Dakota","SD",0.1158911,0.2236842,0.1108566,1316.5,NA,1429.5,0.0223881,0.0789474,0.0201557,0.0146915,NA,0.015121,0.0408685,NA,0.0382586,0.0309859,NA,0.0305635,NA,NA,NA 45 | "47","Tennessee","TN",0.2626933,0.3775351,0.2366439,1177,1314.5,1099,0.1377133,0.148986,0.1359051,0.0322581,0.0619977,0.0245273,0.0772517,0.1494083,0.0628652,0.0561863,0.1220703,0.0422599,242,316,231 46 | "48","Texas","TX",0.2745753,0.3165419,0.2275305,1309,1387,1185.5,0.1456919,0.1544484,0.1407767,0.0269742,0.0333859,0.0203046,0.0855835,0.1064057,0.0538932,0.0474169,0.0593087,0.0340024,295,275,355 47 | "49","Utah","UT",0.1483952,0.2872727,0.1375892,1362,1575,1321,0.0897874,0.1490909,0.0849625,0.0287194,NA,0.0277918,0.0280094,0.0306122,0.0278704,0.0299428,0.0402685,0.0290091,275.5,NA,254.5 48 | "50","Vermont","VT",0.1120332,NA,0.1118056,900,NA,902,0.0401107,NA,0.0395833,0.0198676,NA,0.0199336,0.0256917,NA,0.0258449,0.0258856,NA,0.0259563,NA,NA,NA 49 | "51","Virginia","VA",0.1876527,0.2522891,0.1641778,1137,1342,1044,0.1105028,0.1342169,0.1031879,0.0199637,0.0339384,0.0135515,0.0550024,0.0748752,0.0460526,0.0425799,0.0611973,0.0358465,248,206.5,276.5 50 | "53","Washington","WA",0.1249151,0.1570338,0.1171502,978,1128,898.5,0.0440416,0.0539804,0.0397278,0.0193578,0.0114286,0.0188987,0.0336576,0.0418251,0.0290468,0.0316116,0.0354906,0.0313013,278,NA,307 51 | "54","West Virginia","WV",0.3084393,NA,0.3084589,811.5,NA,816,0.2023121,NA,0.2023175,0.0338196,NA,0.0338421,0.0447871,NA,0.0448529,0.0548223,NA,0.054878,279.5,NA,279.5 52 | "55","Wisconsin","WI",0.1853318,0.4044701,0.1607423,1054,1208,1016,0.1074032,0.1939438,0.0977873,0.0175713,0.0773333,0.0130318,0.0490543,0.1404494,0.0406127,0.0318578,0.0982659,0.0262881,272,205,290 53 | "56","Wyoming","WY",0.2476636,NA,0.2469554,1504,NA,1580,0.1662216,NA,0.1664411,0.0357143,NA,0.0359281,0.0520646,NA,0.0526316,0.035061,NA,0.0351682,NA,NA,NA 54 | -------------------------------------------------------------------------------- /data/20240715-update/state_national_auto.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","autoretdelrate","autoretdelrate_com_col","autoretdelrate_white","delinquency_by_credit","delinquency_by_credit_near","delinquency_by_credit_pr","autoopen","autoopen_com_col","autoopen_white","autoretopen","autoretopen_com_col","autoretopen_white","poprural","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.0497519,0.0712354,0.0395199,0.2370094,0.0135497,0.0006571,0.2988855,0.2768717,0.3102012,0.357577,0.3386711,0.3673122,0.20003137,0.4234616,105554.9,92649.18,112822.2 3 | "01","Alabama","AL",0.0781108,0.1262663,0.0641698,0.2936091,0.0161858,0.0008238,0.299936,0.2821473,0.305383,0.3905274,0.3786736,0.3942275,0.4226276,0.3594812,82956.09,64602.09,92351.28 4 | "02","Alaska","AK",0.0337488,0.0572843,0.0278703,0.1975841,0.0066176,0.0006491,0.2827569,0.2396094,0.2952599,0.349753,0.3166023,0.3594137,0.35100513,0.4259627,109523.7,94616.65,117581.2 5 | "04","Arizona","AZ",0.0518551,0.0760753,0.0367871,0.2365598,0.0112278,0.0004936,0.3077053,0.3197776,0.300173,0.3644582,0.3828521,0.353369,0.1071484,0.4816571,101315.6,86738.65,110487.9 6 | "05","Arkansas","AR",0.0658134,0.1219239,0.0582147,0.2739439,0.0136153,0.0006841,0.3311072,0.2898979,0.3376198,0.3955721,0.3462336,0.4033563,0.44523869,0.3252899,76853.21,62091.74,82820.69 7 | "06","California","CA",0.0398986,0.0452312,0.0259979,0.2086938,0.0116509,0.0006386,0.2661238,0.2686615,0.2600278,0.3154257,0.3207349,0.3025584,0.05763367,0.6628069,131504.1,118210.8,149054.5 8 | "08","Colorado","CO",0.0346975,0.055667,0.0296693,0.2108404,0.0100951,0.0003612,0.3099928,0.3180342,0.3082707,0.3672149,0.3831647,0.3636901,0.13973293,0.3504592,119039,99244.93,126799.3 9 | "09","Connecticut","CT",0.0342091,0.0629021,0.0244454,0.1849955,0.0132804,0.000536,0.2932822,0.2551855,0.3080795,0.3343,0.3015119,0.3470336,0.13749271,0.3803679,128159.7,101500.4,140844.9 10 | "10","Delaware","DE",0.0589509,0.0951114,0.047468,0.2691582,0.0084284,0.0006409,0.3182136,0.3092319,0.3217633,0.3751785,0.370653,0.3774283,0.17387883,0.4114794,105437.9,90064.09,113869.8 11 | "11","District of Columbia","DC",0.09359,0.1141215,0.0326264,0.3293142,0.0199063,0.0007405,0.1782337,0.2124313,0.1207865,0.2248487,0.2663857,0.1548774,0,0.6327122,148872.3,108139.5,206169.9 12 | "12","Florida","FL",0.0494773,0.0615051,0.0403578,0.2165871,0.0139889,0.0007729,0.3119523,0.3083997,0.3147172,0.3642662,0.3598227,0.3677183,0.08465805,0.491594,99348.77,85565.51,109402.3 13 | "13","Georgia","GA",0.071444,0.092727,0.0553625,0.25,0.0191558,0.0010809,0.2941199,0.2816542,0.3040897,0.3668635,0.353474,0.3775866,0.25933027,0.503737,99862.94,84901.7,112730.4 14 | "15","Hawaii","HI",0.0356754,0.0356142,0.0410256,0.2107192,0.0113683,0.0003291,0.2363532,0.2367393,0.2184397,0.3113675,0.3121426,0.2723404,0.13936992,0.7931275,120969.5,118288.3,128555.6 15 | "16","Idaho","ID",0.0317327,0.0306748,0.0317404,0.2029289,0.0077519,0.0005803,0.3173458,0.3147208,0.3173692,0.3850051,0.4086294,0.3848508,0.30757825,0.2103182,94503.49,79851.3,97308.84 16 | "17","Illinois","IL",0.0480154,0.077025,0.0362232,0.2335398,0.0141897,0.0005139,0.2784716,0.2509238,0.2906619,0.3315454,0.3101273,0.3410309,0.13072523,0.4153329,106728.2,88600.36,116718.2 17 | "18","Indiana","IN",0.05228,0.1108274,0.0459278,0.2460121,0.0119293,0.0005995,0.3177817,0.2960865,0.3203509,0.3791705,0.3537904,0.3821382,0.28823726,0.2400956,88805.05,74148.66,92461.75 18 | "19","Iowa","IA",0.0310788,0.0589198,0.0305951,0.1950262,0.0100503,0.0005986,0.3201922,0.284738,0.3208914,0.374007,0.3428246,0.374631,0.36846459,0.1719744,92695.08,77317.98,95017.93 19 | "20","Kansas","KS",0.0387855,0.0738168,0.0359757,0.2205078,0.010091,0.0010088,0.2979987,0.2582706,0.3014889,0.3512872,0.3187562,0.35415,0.27700961,0.2686982,93220.9,79259.39,96974.68 20 | "21","Kentucky","KY",0.0516503,0.0986888,0.050282,0.2314275,0.0132436,0.0006869,0.2782669,0.2145021,0.2806394,0.3547443,0.2827712,0.3574082,0.41301548,0.1775835,82614.07,74493.52,84057.48 21 | "22","Louisiana","LA",0.0820472,0.1182971,0.0681281,0.2934043,0.0207011,0.0007261,0.3125698,0.2779446,0.3274251,0.3926738,0.3604023,0.4065333,0.28458333,0.4328792,79175.06,58659.19,92606.89 22 | "23","Maine","ME",0.02556,NA,0.0255612,0.1825726,0.0088073,0.000961,0.3655135,NA,0.3657673,0.4173377,NA,0.4176781,0.61367819,0.0982481,93554.98,85552.91,94239.19 23 | "24","Maryland","MD",0.0538372,0.0712762,0.0391422,0.2350852,0.0132129,0.0006532,0.3058569,0.2902929,0.3198903,0.3575476,0.3439801,0.3697954,0.14382901,0.5285236,125875.9,109098.2,141262.3 24 | "25","Massachusetts","MA",0.0294845,0.0584997,0.0239182,0.1865818,0.0110294,0.0004871,0.2804352,0.2479817,0.2872089,0.3239201,0.3003392,0.3288745,0.08720188,0.3301855,133823.2,112253.1,141924.1 25 | "26","Michigan","MI",0.0525827,0.1580885,0.0393004,0.2769515,0.0112168,0.0005905,0.3299931,0.2852023,0.3363283,0.3853857,0.3420766,0.3915119,0.26525605,0.2735733,91855.73,75407.11,96935.42 26 | "27","Minnesota","MN",0.0294996,0.0620843,0.0272007,0.2246881,0.0113373,0.0004767,0.2994289,0.2736432,0.3013436,0.3562307,0.33799,0.3576021,0.28121295,0.2380257,109736.5,93603.81,113305.4 27 | "28","Mississippi","MS",0.0931839,0.1308342,0.0747872,0.305545,0.0247558,0.0011727,0.3167859,0.2961373,0.3274304,0.4154839,0.398432,0.4243318,0.53709529,0.4469566,72623.66,52691.91,87069.41 28 | "29","Missouri","MO",0.052506,0.121466,0.0453658,0.2517079,0.0140461,0.00071,0.3060956,0.259413,0.3116432,0.3670363,0.3210298,0.3725192,0.30532519,0.2338226,88586.2,72871.03,92754.14 29 | "30","Montana","MT",0.0273038,0.1103448,0.0243361,0.1933174,0.0069791,0.0005608,0.2887084,0.2969858,0.2884147,0.3644514,0.3776596,0.3639948,0.46581475,0.1652039,90874.4,78226.02,92739.03 30 | "31","Nebraska","NE",0.0289936,0.0501055,0.0271196,0.1889387,0.0097602,0.0003686,0.3292202,0.2798963,0.3340642,0.3838159,0.3465383,0.3874758,0.26994643,0.2418377,94599.48,78288.85,98260.13 31 | "32","Nevada","NV",0.0586032,0.0754463,0.0385304,0.2420367,0.01431,0.0005624,0.2959077,0.2860107,0.3086556,0.3572229,0.3489341,0.3680635,0.05907691,0.5562472,98421.59,85596.88,109382.5 32 | "33","New Hampshire","NH",0.0266438,NA,0.0266451,0.183172,0.0099502,0.0005588,0.3743581,NA,0.3743926,0.4201913,NA,0.4202327,0.41676727,0.1341212,119452.3,119115.1,119491.8 33 | "34","New Jersey","NJ",0.0417966,0.0670616,0.0270196,0.2259001,0.0123522,0.000768,0.2808179,0.2459801,0.3037946,0.3235142,0.2990858,0.3396402,0.06246263,0.4853562,134190.7,116528.8,147340 34 | "35","New Mexico","NM",0.0616817,0.067724,0.0358607,0.273899,0.0118275,0.000332,0.3312056,0.3434506,0.2879428,0.4018143,0.4176666,0.3458318,0.25452864,0.6519837,82381.87,70821.5,97873.15 35 | "36","New York","NY",0.0411198,0.0696743,0.0290307,0.222749,0.0154879,0.0007096,0.2497955,0.1667207,0.3029435,0.2967798,0.2246958,0.3429382,0.1255409,0.4710142,119130.2,98167.42,133980.8 36 | "37","North Carolina","NC",0.0567077,0.0813155,0.0472423,0.2442529,0.0167745,0.0005847,0.311444,0.3126611,0.3110187,0.3872805,0.3953686,0.3843326,0.33284145,0.3926969,94352.95,75980.76,104153.7 37 | "38","North Dakota","ND",0.0293447,0.0555556,0.0284888,0.203533,0.0101146,0.0004374,0.3485306,0.3664234,0.3479728,0.412695,0.4408759,0.41183,0.39033159,0.1796112,97699.02,67560.37,102892.6 38 | "39","Ohio","OH",0.0502549,0.1121482,0.0431151,0.2330691,0.0127989,0.0005944,0.3197865,0.2822049,0.3245461,0.3678688,0.3334621,0.3722263,0.23715931,0.2387931,90109.07,72838.73,94699.15 39 | "40","Oklahoma","OK",0.0556442,0.0792035,0.0517923,0.239167,0.0113359,0.0005697,0.3191413,0.2790964,0.3266287,0.3893404,0.3453571,0.3975564,0.35378053,0.3737492,82741.03,70765.54,88175.7 40 | "41","Oregon","OR",0.0327134,0.0506329,0.0321891,0.2051597,0.0078403,0.0003751,0.2706363,0.311859,0.2696921,0.3273596,0.3753205,0.3262556,0.19500167,0.2836149,102923,95784.63,104935.7 41 | "42","Pennsylvania","PA",0.0422943,0.1032948,0.0349535,0.2216962,0.0121076,0.0005544,0.3210035,0.2408189,0.3329078,0.3750145,0.3069692,0.3851226,0.2354611,0.2686384,100014.8,82584.48,105145 42 | "44","Rhode Island","RI",0.039591,0.0812962,0.0320149,0.2098106,0.0108571,0.000262,0.2947397,0.2421588,0.3056311,0.3404032,0.3024356,0.3482722,0.08947501,0.3180929,108022.9,88576.16,114206.2 43 | "45","South Carolina","SC",0.0682252,0.0988439,0.0586374,0.2681346,0.0157188,0.001095,0.2980177,0.2833962,0.3024792,0.3848635,0.3897679,0.3833602,0.32051969,0.3749824,88704.25,67572.59,99540.46 44 | "46","South Dakota","SD",0.0290714,0.1083123,0.0259969,0.2085674,0.0060729,0.0003885,0.3264318,0.2818428,0.3283346,0.3906903,0.3568202,0.3921357,0.42780435,0.2010708,90805.69,75042.56,93535.44 45 | "47","Tennessee","TN",0.0585142,0.1188789,0.0475537,0.2657751,0.0146474,0.0005362,0.3006913,0.2803566,0.3046105,0.3735856,0.3500425,0.3781269,0.33766633,0.2809839,89799.12,73647.34,95128.75 46 | "48","Texas","TX",0.0672412,0.0795974,0.0494232,0.2582534,0.0160919,0.0009356,0.320879,0.311437,0.3350178,0.3914245,0.3855826,0.4002202,0.16279725,0.6109358,101737.8,84837.01,122042.1 47 | "49","Utah","UT",0.0298681,0.0576988,0.0276555,0.199271,0.0076336,0.0003225,0.3484682,0.3257925,0.3503132,0.4063034,0.3974533,0.4070354,0.10218589,0.2435323,114044,96287.21,118396.9 48 | "50","Vermont","VT",0.0246941,NA,0.02474,0.204902,0.0105093,0.0005801,0.3930619,NA,0.3929922,0.4351586,NA,0.4351156,0.64879789,0.0981634,97261.2,93771.8,97582.66 49 | "51","Virginia","VA",0.0487088,0.0629037,0.0419032,0.2374717,0.0138897,0.0007005,0.3011497,0.3017802,0.3008838,0.360668,0.3614573,0.3603485,0.24365476,0.4132481,119058.2,106138.4,126330.2 50 | "53","Washington","WA",0.0308979,0.0415392,0.028636,0.1958246,0.0074586,0.0005442,0.2751493,0.2609642,0.2784666,0.3315903,0.3086647,0.3369525,0.16628154,0.3653234,125847.3,123227,126929.4 51 | "54","West Virginia","WV",0.0476705,NA,0.0477119,0.213963,0.013245,0.0004267,0.3577935,0.372093,0.3576923,0.4187248,0.4302326,0.4186447,0.55352074,0.1019787,75265.1,66982.34,76020.34 52 | "55","Wisconsin","WI",0.0360675,0.115917,0.0301277,0.2455128,0.0114044,0.0002489,0.3065097,0.2510195,0.3111728,0.363617,0.314583,0.3677486,0.32916862,0.2101824,94085.06,78196.43,97114.26 53 | "56","Wyoming","WY",0.037746,NA,0.0370069,0.2309043,0.0118953,0.0003986,0.3433052,0.3454545,0.3433495,0.4090303,0.3727273,0.4093224,0.37982252,0.1860415,90018.06,86288.9,90725.34 54 | -------------------------------------------------------------------------------- /data/20240715-update/state_national_medical.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","medcoll","medcoll_com_col","medcoll_white","medcollpos_p50","medcollpos_p50_com_col","medcollpos_p50_white","nohealthinsurance","nohealthinsurance_com_col","nohealthinsurance_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.0503504,0.0600434,0.0453808,1493,1521,1471,0.0803138,0.118235,0.0525203,0.4234616,105554.9,92649.18,112822.2 3 | "01","Alabama","AL",0.0657824,0.0883909,0.059059,1370,1339,1374,0.087653,0.1234016,0.0677093,0.3594812,82956.09,64602.09,92351.28 4 | "02","Alaska","AK",0.0355237,0.0438338,0.0331239,1406,1365,1399.5,0.1097246,0.1545563,0.0764914,0.4259627,109523.7,94616.65,117581.2 5 | "04","Arizona","AZ",0.0537144,0.0727197,0.0428679,1395,1384.5,1412,0.1032432,0.1526223,0.0574374,0.4816571,101315.6,86738.65,110487.9 6 | "05","Arkansas","AR",0.0705205,0.0960741,0.0665185,1382.5,1416,1374,0.084295,0.1303554,0.0621661,0.3252899,76853.21,62091.74,82820.69 7 | "06","California","CA",0.0284387,0.0306451,0.022983,1963,1962.5,1958,0.0646415,0.0809809,0.0324281,0.6628069,131504.1,118210.8,149054.5 8 | "08","Colorado","CO",4.02e-05,9.37e-05,2.82e-05,NA,NA,NA,0.0711423,0.1175907,0.0462216,0.3504592,119039,99244.93,126799.3 9 | "09","Connecticut","CT",0.0345367,0.0517306,0.0278694,1259.5,1356,1210,0.0516203,0.0914669,0.0271507,0.3803679,128159.7,101500.4,140844.9 10 | "10","Delaware","DE",0.0738873,0.1189642,0.0595262,1666,1768,1607,0.0564765,0.0945263,0.0299371,0.4114794,105437.9,90064.09,113869.8 11 | "11","District of Columbia","DC",0.0173506,0.0224246,0.0086823,1159,1148.5,1332,0.0294425,0.0381547,0.0144609,0.6327122,148872.3,108139.5,206169.9 12 | "12","Florida","FL",0.0666611,0.0753152,0.0600205,1593,1573,1619,0.1117466,0.1462906,0.0783589,0.491594,99348.77,85565.51,109402.3 13 | "13","Georgia","GA",0.0786132,0.0831636,0.07498,1453,1466,1450,0.1167391,0.1482588,0.0848503,0.503737,99862.94,84901.7,112730.4 14 | "15","Hawaii","HI",0.0120187,0.0119939,0.012766,1439.5,1443.5,NA,0.0352916,0.0354499,0.0346464,0.7931275,120969.5,118288.3,128555.6 15 | "16","Idaho","ID",0.0324558,0.0583756,0.0322798,1446.5,NA,1452,0.0819257,0.1446697,0.0652899,0.2103182,94503.49,79851.3,97308.84 16 | "17","Illinois","IL",0.0530815,0.0684954,0.0462592,1370,1298,1412,0.0655126,0.1032099,0.0388112,0.4153329,106728.2,88600.36,116718.2 17 | "18","Indiana","IN",0.0640633,0.0931712,0.0607134,1375,1266,1401,0.0696782,0.1028178,0.0592676,0.2400956,88805.05,74148.66,92461.75 18 | "19","Iowa","IA",0.0355675,0.0700456,0.0349103,1300.5,1172,1305,0.0446498,0.0811394,0.0370794,0.1719744,92695.08,77317.98,95017.93 19 | "20","Kansas","KS",0.061083,0.094136,0.0581729,1517,1420,1540,0.0859009,0.1478912,0.0632869,0.2686982,93220.9,79259.39,96974.68 20 | "21","Kentucky","KY",0.0566195,0.1193698,0.0543295,1186,1140,1190,0.0557691,0.0911002,0.048257,0.1775835,82614.07,74493.52,84057.48 21 | "22","Louisiana","LA",0.0811907,0.0933904,0.0759721,1517,1517,1517,0.0694694,0.0923455,0.0521876,0.4328792,79175.06,58659.19,92606.89 22 | "23","Maine","ME",0.0640605,NA,0.064161,1681,NA,1676,0.0656296,0.0725571,0.0648754,0.0982481,93554.98,85552.91,94239.19 23 | "24","Maryland","MD",0.0372647,0.0437793,0.0314119,1082,1075,1096,0.0606604,0.0899148,0.0278674,0.5285236,125875.9,109098.2,141262.3 24 | "25","Massachusetts","MA",0.0137297,0.0215899,0.0121075,1437.5,1505,1418,0.0242312,0.0387023,0.0170852,0.3301855,133823.2,112253.1,141924.1 25 | "26","Michigan","MI",0.0346212,0.0534982,0.0319655,1020,939,1043,0.0454673,0.0629256,0.0389473,0.2735733,91855.73,75407.11,96935.42 26 | "27","Minnesota","MN",0.0072731,0.0108374,0.0070067,1293,1185,1305,0.0449704,0.089113,0.0311899,0.2380257,109736.5,93603.81,113305.4 27 | "28","Mississippi","MS",0.0614893,0.0748538,0.0546095,1484,1465,1501,0.1084825,0.1304307,0.090854,0.4469566,72623.66,52691.91,87069.41 28 | "29","Missouri","MO",0.0665523,0.1164147,0.060666,1470,1482,1463,0.0857711,0.1119494,0.0778527,0.2338226,88586.2,72871.03,92754.14 29 | "30","Montana","MT",0.0420051,0.0921986,0.0403034,1727,1773.5,1721,0.0825993,0.1429324,0.070826,0.1652039,90874.4,78226.02,92739.03 30 | "31","Nebraska","NE",0.023631,0.0503517,0.0209955,1494,1157,1572,0.0667922,0.1338466,0.0455487,0.2418377,94599.48,78288.85,98260.13 31 | "32","Nevada","NV",0.0714426,0.0801085,0.0605363,1874.5,1888,1844,0.1110718,0.1490586,0.0633623,0.5562472,98421.59,85596.88,109382.5 32 | "33","New Hampshire","NH",0.0239714,NA,0.0239749,1269,NA,1269,0.0489581,0.0962995,0.0416412,0.1341212,119452.3,119115.1,119491.8 33 | "34","New Jersey","NJ",0.0348825,0.0471413,0.0268102,1159,1166,1149,0.0684052,0.1118494,0.0274406,0.4853562,134190.7,116528.8,147340 34 | "35","New Mexico","NM",0.0589271,0.0641323,0.0404293,1549.5,1539,1599,0.0821794,0.0984697,0.0514017,0.6519837,82381.87,70821.5,97873.15 35 | "36","New York","NY",0.0165071,0.0154811,0.0171652,1181,1119,1269,0.0485132,0.0686861,0.0305647,0.4710142,119130.2,98167.42,133980.8 36 | "37","North Carolina","NC",0.0845953,0.1026811,0.0778836,1528,1507,1531,0.0928451,0.1380588,0.0637236,0.3926969,94352.95,75980.76,104153.7 37 | "38","North Dakota","ND",0.0244764,0.0379562,0.0240686,1286,NA,1257,0.0637752,0.1631241,0.0422708,0.1796112,97699.02,67560.37,102892.6 38 | "39","Ohio","OH",0.0626225,0.0848813,0.0598165,1313,1238,1326,0.0589028,0.0851572,0.0507136,0.2387931,90109.07,72838.73,94699.15 39 | "40","Oklahoma","OK",0.1012923,0.1387154,0.0943048,1621,1530,1650,0.1172645,0.1740289,0.0835792,0.3737492,82741.03,70765.54,88175.7 40 | "41","Oregon","OR",0.0146375,0.0144231,0.0146427,1372,NA,1368,0.0601116,0.1003513,0.0441994,0.2836149,102923,95784.63,104935.7 41 | "42","Pennsylvania","PA",0.0337864,0.045735,0.0320122,1268,1372.5,1248,0.0532405,0.0755811,0.0450893,0.2686384,100014.8,82584.48,105145 42 | "44","Rhode Island","RI",0.0148106,0.0206764,0.0135973,1340,1409.5,1331,0.0421413,0.0832872,0.0228691,0.3180929,108022.9,88576.16,114206.2 43 | "45","South Carolina","SC",0.0911254,0.1143457,0.0840409,1753,1700,1768,0.0907301,0.1249284,0.0704326,0.3749824,88704.25,67572.59,99540.46 44 | "46","South Dakota","SD",0.0140496,0.0325203,0.0132614,1615,NA,1634.5,0.0805731,0.1735449,0.0574153,0.2010708,90805.69,75042.56,93535.44 45 | "47","Tennessee","TN",0.0744225,0.0994622,0.069581,1392,1186,1452,0.093082,0.1418551,0.0741506,0.2809839,89799.12,73647.34,95128.75 46 | "48","Texas","TX",0.0889665,0.0954914,0.0792851,1628,1625,1634,0.1658447,0.2136793,0.0906294,0.6109358,101737.8,84837.01,122042.1 47 | "49","Utah","UT",0.0237288,0.042265,0.0222341,1566.5,1570,1566,0.0812857,0.1689219,0.0531267,0.2435323,114044,96287.21,118396.9 48 | "50","Vermont","VT",0.0115157,NA,0.0115361,1054,NA,1054,0.0387324,0.040031,0.0385904,0.0981634,97261.2,93771.8,97582.66 49 | "51","Virginia","VA",0.0622202,0.081357,0.0530987,1436,1406.5,1457,0.0645253,0.0983032,0.0408974,0.4132481,119058.2,106138.4,126330.2 50 | "53","Washington","WA",0.0144248,0.0187292,0.0134227,1353,1434,1324,0.0609828,0.0962872,0.0407047,0.3653234,125847.3,123227,126929.4 51 | "54","West Virginia","WV",0.0671011,0.1046512,0.0671062,1406,NA,1407,0.0591907,0.0776809,0.0571806,0.1019787,75265.1,66982.34,76020.34 52 | "55","Wisconsin","WI",0.0515343,0.0906342,0.0482063,1662,1299,1710,0.0519327,0.1041152,0.0381531,0.2101824,94085.06,78196.43,97114.26 53 | "56","Wyoming","WY",0.0999222,0.2,0.099267,2516,NA,2557.5,0.114967,0.1789299,0.100563,0.1860415,90018.06,86288.9,90725.34 54 | -------------------------------------------------------------------------------- /data/20240715-update/state_national_student.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","stdtot","stdtot_com_col","stdtot_white","stdtotpos_p50","stdtotpos_p50_com_col","stdtotpos_p50_white","stdcollofstdtot","stdcollofstdtot_com_col","stdcollofstdtot_white","stdcollpos_p50","stdcollpos_p50_com_col","stdcollpos_p50_white","stdmonthpos_p50","stdmonthpos_p50_com_col","stdmonthpos_p50_white","educ_ltBA","educ_ltBA_com_col","educ_ltBA_white","poc","household_income_avg","household_income_avg_com_col","household_income_avg_white" 2 | "USA","USA",NA,0.1527013,0.1518699,0.1531608,20625,19875,21069,0.0146102,0.0188631,0.0124523,2940,2752,3080,166,153,171,0.6434227,0.7059945,0.6046579,0.4234616,105554.9,92649.18,112822.2 3 | "01","Alabama","AL",0.1502426,0.1794561,0.1416174,20926,22347,20500,0.0160826,0.0197647,0.0146972,2510,3216.5,2460,160,159.5,160,0.7119963,0.7714509,0.6830834,0.3594812,82956.09,64602.09,92351.28 4 | "02","Alaska","AK",0.1271245,0.1158301,0.130592,20054,17793.5,20562.5,0.0163234,0.0333333,0.0121477,NA,NA,NA,157,126,164,0.6941118,0.8125954,0.6242987,0.4259627,109523.7,94616.65,117581.2 5 | "04","Arizona","AZ",0.1426509,0.1472801,0.1398106,18638.5,15690.5,20500,0.0206173,0.0243293,0.0183559,2615,2888.5,2390,147,120,162,0.6703101,0.7637665,0.6037382,0.4816571,101315.6,86738.65,110487.9 6 | "05","Arkansas","AR",0.1541187,0.1705235,0.1515813,18883.5,19202,18865,0.0137244,0.0159102,0.0133475,3418,NA,3418,144,135.5,146,0.7459171,0.7964301,0.726217,0.3252899,76853.21,62091.74,82820.69 7 | "06","California","CA",0.1158845,0.1175733,0.1118148,18795,17728,21580.5,0.015,0.0164791,0.0111995,1966,1843,2398.5,157,146,180,0.6301774,0.6976808,0.5209291,0.6628069,131504.1,118210.8,149054.5 8 | "08","Colorado","CO",0.1706729,0.1655114,0.1718904,21454.5,19793,21829,0.0123478,0.0143369,0.0119184,3042,2485.5,3162,172,151.5,177,0.5408594,0.693716,0.4748226,0.3504592,119039,99244.93,126799.3 9 | "09","Connecticut","CT",0.1774263,0.1816819,0.1758029,21800,20197,22507,0.0150642,0.0230399,0.0118653,3978.5,3809,4161.5,182,152,195,0.5810117,0.6902404,0.5263366,0.3803679,128159.7,101500.4,140844.9 10 | "10","Delaware","DE",0.1570409,0.1863898,0.1479709,22943,21490.5,23328,0.0160573,0.0201342,0.0144061,3847,NA,3693,179,161,183,0.6348494,0.6889464,0.6044061,0.4114794,105437.9,90064.09,113869.8 11 | "11","District of Columbia","DC",0.201163,0.2270299,0.1576864,28711,27170,36496,0.0141011,0.0175671,0.005668,2615,2672,NA,219,200,255.5,0.3462986,0.5281129,0.0726089,0.6327122,148872.3,108139.5,206169.9 12 | "12","Florida","FL",0.1310208,0.1414644,0.1229874,20634,19892.5,21433,0.0184911,0.0217465,0.0156405,3568,3351,3951,159,146,167,0.657335,0.7046128,0.6185194,0.491594,99348.77,85565.51,109402.3 13 | "13","Georgia","GA",0.1793831,0.2078854,0.1567089,23765.5,25410,22100.5,0.0164855,0.0199195,0.0128583,2847,3032.5,2564,176,179,173,0.6530586,0.6946549,0.6167387,0.503737,99862.94,84901.7,112730.4 14 | "15","Hawaii","HI",0.1060893,0.1065734,0.0780142,20230,20183,27703,0.009692,0.0093784,0.0363636,NA,NA,NA,170,170,NA,0.6457425,0.681634,0.5251538,0.7931275,120969.5,118288.3,128555.6 15 | "16","Idaho","ID",0.1428571,0.0989848,0.1431585,19081,NA,19155,0.006972,NA,0.0067633,3307,NA,3307,147,NA,148,0.6772574,0.7747922,0.6564212,0.2103182,94503.49,79851.3,97308.84 16 | "17","Illinois","IL",0.1584253,0.1680589,0.1541725,21533,21348,21617.5,0.0129984,0.0174993,0.0108309,3028.5,2815,3206,176,165,181,0.6232051,0.692677,0.5816699,0.4153329,106728.2,88600.36,116718.2 17 | "18","Indiana","IN",0.1634582,0.1887563,0.1605406,19862,21546.5,19650,0.0136547,0.0221348,0.0125079,2209.5,2162,2210.5,160,153,160,0.7039974,0.7409128,0.694645,0.2400956,88805.05,74148.66,92461.75 18 | "19","Iowa","IA",0.1769001,0.1566059,0.1772997,18877,15891,18924.5,0.014472,0.0181818,0.0144103,5162,NA,5288.5,161,135,162,0.6768686,0.7380304,0.6670995,0.1719744,92695.08,77317.98,95017.93 19 | "20","Kansas","KS",0.1619633,0.1267926,0.1650663,19319.5,17821,19426,0.0162067,0.0324748,0.0151092,1622,NA,1688,157,128,159,0.6439168,0.7457433,0.6142675,0.2686982,93220.9,79259.39,96974.68 20 | "21","Kentucky","KY",0.1585133,0.1835993,0.157608,19885,22456,19817.5,0.0115688,0.0121012,0.0115515,2901,NA,2770,152,142,152,0.7213857,0.7477018,0.7167172,0.1775835,82614.07,74493.52,84057.48 21 | "22","Louisiana","LA",0.1698529,0.2016912,0.1562684,19000,20323,18011,0.0142069,0.0189779,0.0115753,2500,2393,2569,142,142,141,0.7286586,0.7913988,0.6873547,0.4328792,79175.06,58659.19,92606.89 22 | "23","Maine","ME",0.1718026,NA,0.1721112,20397,NA,20416,0.0107358,NA,0.0107485,4994.5,NA,4994.5,169,NA,169,0.6393135,0.6667056,0.6368285,0.0982481,93554.98,85552.91,94239.19 23 | "24","Maryland","MD",0.1660662,0.187406,0.1469035,24401,25573.5,23111.5,0.0180104,0.0203162,0.0153929,2362,2367,2354.5,187,186,187,0.5616868,0.6183263,0.5064732,0.5285236,125875.9,109098.2,141262.3 24 | "25","Massachusetts","MA",0.1716529,0.169853,0.1720487,21999,20463,22401,0.0126652,0.0205914,0.0110481,7045,4396,8120,199,167,206,0.5335497,0.625554,0.4963355,0.3301855,133823.2,112253.1,141924.1 25 | "26","Michigan","MI",0.1675449,0.2036046,0.1624792,21343,21259,21355,0.0174842,0.03125,0.0150609,2596,2398,2642.5,170,149,173,0.6787695,0.7250737,0.6641856,0.2735733,91855.73,75407.11,96935.42 26 | "27","Minnesota","MN",0.1847838,0.2010837,0.183584,20724,20841,20718,0.0068262,0.0113684,0.0064625,5301,NA,4661,180,173,180,0.608604,0.6742102,0.5932486,0.2380257,109736.5,93603.81,113305.4 27 | "28","Mississippi","MS",0.1786593,0.208408,0.163375,19514,20500,18901.5,0.0122964,0.0162153,0.0097181,3265,2780,5747,140,140,140,0.7523656,0.8096744,0.7121867,0.4469566,72623.66,52691.91,87069.41 28 | "29","Missouri","MO",0.164099,0.1990315,0.1599753,20878,22461.5,20657,0.0160814,0.0280536,0.0142951,2550.5,1950,2652.5,163,157,163,0.6779948,0.7209132,0.6670139,0.2338226,88586.2,72871.03,92754.14 29 | "30","Montana","MT",0.1456641,0.1214539,0.1464949,19103.5,11991,19322,0.0093925,0.0218978,0.0090405,NA,NA,NA,159,134.5,160,0.6540249,0.7445275,0.6399922,0.1652039,90874.4,78226.02,92739.03 30 | "31","Nebraska","NE",0.1601284,0.1188449,0.1641816,18858,17129.5,18984,0.0058158,0.0140187,0.0052309,5366.5,NA,NA,160,125,162,0.6534735,0.7577208,0.6282671,0.2418377,94599.48,78288.85,98260.13 31 | "32","Nevada","NV",0.1250688,0.1272834,0.1224887,17301.5,15790,19260.5,0.0228774,0.0267521,0.0178829,2291,2420.5,2005,136,121,156,0.7296529,0.7889346,0.6709087,0.5562472,98421.59,85596.88,109382.5 32 | "33","New Hampshire","NH",0.1780699,NA,0.1780965,22222,NA,22222,0.012325,NA,0.012325,7591,NA,7591,196,NA,196,0.586965,0.5750695,0.5885011,0.1341212,119452.3,119115.1,119491.8 33 | "34","New Jersey","NJ",0.1634933,0.1643583,0.1629558,21728,20206.5,22883,0.0141861,0.0190809,0.0109347,4544,4482,4769,181,161,200,0.564716,0.6260411,0.5145766,0.4853562,134190.7,116528.8,147340 34 | "35","New Mexico","NM",0.1253223,0.1273974,0.1181395,18093,17274,21711,0.0168109,0.0177299,0.0133253,1727.5,1611.5,NA,140,134,163,0.695418,0.787035,0.5603172,0.6519837,82381.87,70821.5,97873.15 35 | "36","New York","NY",0.1551947,0.1456584,0.161381,21831,20940.5,22347,0.0153779,0.0184172,0.0136323,4176,5011.5,3740,180,167,189,0.6000241,0.6841417,0.5329754,0.4710142,119130.2,98167.42,133980.8 36 | "37","North Carolina","NC",0.154914,0.1918559,0.1412599,22754,24275,21994,0.0128383,0.0167085,0.010891,2981.5,2889.5,3101,172,174,171,0.6408091,0.7167523,0.6003122,0.3926969,94352.95,75980.76,104153.7 37 | "38","North Dakota","ND",0.1796518,0.1211679,0.1814468,19169,10224,19321.5,0.0083953,0,0.0085658,NA,NA,NA,166,108.5,167,0.6817299,0.7574439,0.6686903,0.1796112,97699.02,67560.37,102892.6 38 | "39","Ohio","OH",0.1781868,0.2082901,0.1744093,21556,21610,21546,0.0130968,0.022382,0.0116994,2910,2552,3075.5,168,154,171,0.6801867,0.7289135,0.6675335,0.2387931,90109.07,72838.73,94699.15 39 | "40","Oklahoma","OK",0.1466103,0.1408495,0.1476924,18495,17693,18637,0.0199855,0.0210643,0.0197935,2494,3047,2483,140,129,143.5,0.7148152,0.7784654,0.6854677,0.3737492,82741.03,70765.54,88175.7 40 | "41","Oregon","OR",0.1491425,0.1230769,0.1497851,21750,17514.5,21865,0.0083725,0.0208333,0.0080717,2905.5,NA,2911,166,137.5,167,0.6365754,0.6904923,0.6196771,0.2836149,102923,95784.63,104935.7 41 | "42","Pennsylvania","PA",0.1897977,0.2211237,0.1851532,22979,20133,23369,0.0169429,0.0270199,0.0151619,3291,2687,3643.5,183,152,190,0.6492807,0.7056458,0.6324636,0.2686384,100014.8,82584.48,105145 42 | "44","Rhode Island","RI",0.1810016,0.1915192,0.1788317,19500,15765,20244.5,0.0117842,0.0137237,0.0113544,3810,NA,5246,171,125.5,179,0.6036808,0.7388721,0.554411,0.3180929,108022.9,88576.16,114206.2 43 | "45","South Carolina","SC",0.1691695,0.1861124,0.1640026,22231,22087.5,22267.5,0.0158153,0.0228509,0.0133786,2699,2440.5,2844,167,160,170,0.6740714,0.777176,0.621896,0.3749824,88704.25,67572.59,99540.46 44 | "46","South Dakota","SD",0.1806115,0.1147245,0.1834233,19500,13005,19500,0.0081883,0.023622,0.0077764,NA,NA,NA,165,119,166,0.6841573,0.788791,0.6647739,0.2010708,90805.69,75042.56,93535.44 45 | "47","Tennessee","TN",0.1491744,0.2090292,0.13765,20746,21765,20532,0.0122378,0.0196344,0.0100718,2663,2551,3141.5,159,154,160,0.6890045,0.7358032,0.6737678,0.2809839,89799.12,73647.34,95128.75 46 | "48","Texas","TX",0.1488145,0.1519987,0.1441801,19000,18067,20274.5,0.0153054,0.0165476,0.013378,2709.5,2613,2878,151,141,166,0.6605971,0.7309772,0.5695313,0.6109358,101737.8,84837.01,122042.1 47 | "49","Utah","UT",0.1236105,0.0896776,0.1263432,16822,14809.5,16910,0.0150561,0.0151057,0.0150545,2573.5,NA,2477.5,146,124,147,0.6206156,0.7301642,0.590956,0.2435323,114044,96287.21,118396.9 48 | "50","Vermont","VT",0.159117,NA,0.1592073,22525,NA,22504,0.0105105,NA,0.0105232,NA,NA,NA,200,NA,200,0.557699,0.5311893,0.5601545,0.0981634,97261.2,93771.8,97582.66 49 | "51","Virginia","VA",0.1601314,0.1760739,0.1525858,23397.5,23324,23409.5,0.0137712,0.0173191,0.011828,2857,2724,2954.5,183,178,186,0.5781692,0.6268555,0.5486031,0.4132481,119058.2,106138.4,126330.2 50 | "53","Washington","WA",0.1269515,0.1145301,0.1298487,20000,18766,20307.5,0.0103385,0.0157129,0.0092424,3078.5,3237,3012,164,160,165,0.6051918,0.6330432,0.5922878,0.3653234,125847.3,123227,126929.4 51 | "54","West Virginia","WV",0.1525838,0.0930233,0.1527656,19001,NA,19017,0.0117239,NA,0.0117492,2479,NA,2479,150,NA,150,0.7520241,0.7585397,0.7513921,0.1019787,75265.1,66982.34,76020.34 52 | "55","Wisconsin","WI",0.158136,0.1924483,0.1552661,19322,20247,19201,0.0087152,0.0222872,0.0072968,2850,1782,3783,162,145,163.5,0.6677458,0.7452877,0.6521898,0.2101824,94085.06,78196.43,97114.26 53 | "56","Wyoming","WY",0.1228314,0.0909091,0.1230485,18019,NA,18135,0.0203712,NA,0.0204638,NA,NA,NA,150,NA,150,0.7044343,0.7871869,0.6883692,0.1860415,90018.06,86288.9,90725.34 54 | -------------------------------------------------------------------------------- /data/20240715-update/state_national_youth.csv: -------------------------------------------------------------------------------- 1 | "id","state","abbr","totcoll","totcoll_com_col","totcoll_white","totcollpos_p50","totcollpos_p50_com_col","totcollpos_p50_white","medcoll","medcoll_com_col","medcoll_white","stdcollofstdtot","stdcollofstdtot_com_col","stdcollofstdtot_white","autoretdelrate","autoretdelrate_com_col","autoretdelrate_white","carddelrate","carddelrate_com_col","carddelrate_white","carddelpos_p50","carddelpos_p50_com_col","carddelpos_p50_white" 2 | "USA","USA",NA,0.1603635,0.2015256,0.1364442,1376,1466,1302,0.0331662,0.0376031,0.0305789,0.011617,0.0170338,0.0091319,0.0656677,0.088462,0.0531823,0.0586962,0.0793122,0.047161,435,438,431 3 | "01","Alabama","AL",0.2280412,0.3356401,0.1943512,1306,1394,1273,0.0486889,0.0638566,0.0439463,0.0081816,0.0090909,0.0078628,0.1070409,0.1779575,0.0852786,0.0821784,0.1453567,0.0656173,403,418,373 4 | "02","Alaska","AK",0.1349622,0.1717452,0.1253687,1438.5,1524.5,1360,0.034904,0.0387812,0.0339233,0.0276817,0.0447761,0.0226244,0.0306122,0.0434783,0.0274841,0.0517241,0.0769231,0.0459906,442.5,NA,NA 5 | "04","Arizona","AZ",0.1719463,0.2221047,0.1303175,1587,1644,1520.5,0.0351027,0.0420941,0.0292301,0.021618,0.0223368,0.0212688,0.0645768,0.0832507,0.0475617,0.0640796,0.0862327,0.048104,433.5,390,471 6 | "05","Arkansas","AR",0.2384106,0.3234824,0.2236258,1319.5,1447,1277,0.0520341,0.0662939,0.0495558,0.0089087,0.022508,0.0067218,0.0900965,0.1510417,0.0803978,0.0937143,0.1418685,0.086384,389.5,376.5,389.5 7 | "06","California","CA",0.1156796,0.1271338,0.0799304,1401,1421.5,1278,0.0169579,0.0175076,0.0151762,0.0156821,0.0176422,0.0096324,0.0535338,0.0578582,0.037476,0.0463779,0.0521526,0.0297315,485,485,485 8 | "08","Colorado","CO",0.1152697,0.1706886,0.0999027,1388,1387.5,1388,0.0001271,0.0002943,8.11e-05,0.0106653,0.0060332,0.0116031,0.0566119,0.0645973,0.0535662,0.0490055,0.0738964,0.0426837,408,363.5,435 9 | "09","Connecticut","CT",0.1138041,0.2029412,0.0746483,1255,1324,1140.5,0.0173549,0.0261438,0.0134941,0.0089127,0.0179136,0.0060443,0.0431253,0.0684292,0.0308735,0.0524803,0.1045016,0.032027,399,414,391 10 | "10","Delaware","DE",0.1768927,0.2951483,0.1339853,1397,1528,1231,0.0448511,0.0862534,0.0298289,0.0126582,0.0265487,0.007776,0.0983827,0.1492537,0.0794824,0.0795195,0.1391509,0.060423,469,523,272 11 | "11","District of Columbia","DC",0.1476341,0.2039216,0.0460177,1145,1163,NA,0.0113565,0.0127451,0.0088496,0.0295276,0.0347594,0.0149254,0.1442786,0.1647727,NA,0.0653465,0.1075838,0.0112867,446,387,NA 12 | "12","Florida","FL",0.1799121,0.2010503,0.1599861,1555,1639,1453,0.0402373,0.0406488,0.0398626,0.017994,0.0207872,0.0155289,0.0719339,0.0869199,0.0585402,0.0713708,0.0893647,0.0546057,461,457,466 13 | "13","Georgia","GA",0.2160578,0.2658286,0.1734299,1477,1530,1420,0.0546641,0.0599096,0.0501768,0.0102318,0.0146561,0.0061027,0.089452,0.1127542,0.0706684,0.0880221,0.1156367,0.0666727,441,440,447 14 | "15","Hawaii","HI",0.0946353,0.0943337,0.1067961,1210,1220,NA,0.0105485,0.0108966,0,0.0121622,0.0096552,NA,0.0455508,0.0464602,NA,0.0353698,0.0361217,0.0138889,502,498.5,NA 15 | "16","Idaho","ID",0.1187815,NA,0.1192893,1287,NA,1287.5,0.0241528,NA,0.024293,0.0064412,NA,0.0064673,0.039823,NA,0.0401189,0.0435474,NA,0.043756,405,NA,405 16 | "17","Illinois","IL",0.147643,0.2002489,0.1209549,1375,1449.5,1322.5,0.0355091,0.0394857,0.0334538,0.0098763,0.0176883,0.0064858,0.0646501,0.1001405,0.0465616,0.0526641,0.0867655,0.036502,411,403,444 17 | "18","Indiana","IN",0.1769596,0.293503,0.1615241,1381,1675,1304,0.0416689,0.0581554,0.0394904,0.0110988,0.0245283,0.009641,0.0660724,0.1365706,0.0569282,0.0643031,0.1228231,0.0573788,415.5,468.5,405.5 18 | "19","Iowa","IA",0.1479359,0.2277228,0.1460055,1160,NA,1177,0.0216349,0.0346535,0.0213199,0.0052701,0.04,0.0046885,0.0499445,0.0833333,0.0491865,0.0559846,0.076087,0.0555799,376,NA,387.5 19 | "20","Kansas","KS",0.1633827,0.2345828,0.1553649,1239,1235.5,1239,0.0424673,0.0483676,0.0418028,0.0181818,0.070922,0.0148381,0.0462237,0.071161,0.0431354,0.057004,0.1081081,0.0514454,360,NA,364.5 20 | "21","Kentucky","KY",0.2112725,0.3357314,0.2065656,1132.5,1238,1130,0.0452109,0.0935252,0.043412,0.0094787,0.0091743,0.0094888,0.0622196,0.0804598,0.0617322,0.0699486,0.1153846,0.068547,430.5,NA,428 21 | "22","Louisiana","LA",0.2342663,0.3252441,0.1959006,1383,1467.5,1325,0.0467042,0.0538354,0.0437036,0.0070577,0.0113293,0.0050269,0.0984849,0.1415929,0.0838977,0.0897717,0.139823,0.0717327,322.5,375,295 22 | "23","Maine","ME",0.1146271,NA,0.1147753,922,NA,922,0.0248628,NA,0.0248949,0.0066778,NA,0.0066946,0.0299345,NA,0.0299906,0.0438202,NA,0.0438449,435,NA,435 23 | "24","Maryland","MD",0.1455814,0.1767881,0.1155073,1232,1248,1183.5,0.0229802,0.025641,0.0204323,0.0176991,0.022541,0.0128364,0.0730472,0.0979689,0.0529865,0.0689623,0.0899783,0.050159,467,445,474 24 | "25","Massachusetts","MA",0.0846688,0.1676647,0.0639161,1187,1283.5,1110.5,0.0077879,0.00998,0.0072405,0.0066433,0.0182876,0.004577,0.0436906,0.0880713,0.0303941,0.0424144,0.0920535,0.0308901,400.5,430,378 25 | "26","Michigan","MI",0.1603394,0.3387318,0.1323574,1304.5,1483.5,1235.5,0.0213265,0.0334889,0.0194187,0.0170265,0.0412595,0.0139198,0.071515,0.2121896,0.052495,0.0582007,0.1507656,0.0470337,424,421,425 26 | "27","Minnesota","MN",0.0857656,0.1641157,0.0790594,1071.5,1253,1058.5,0.004255,0.0068027,0.0040395,0.0043119,0.0088757,0.0040168,0.0382763,0.0593472,0.036041,0.0360554,0.0659824,0.0335843,386.5,NA,397.5 27 | "28","Mississippi","MS",0.2459058,0.3266129,0.2030309,1301,1253,1320,0.0510347,0.0652493,0.0433262,0.0059549,0.0068493,0.0054237,0.1103247,0.1580882,0.0857503,0.1215676,0.170044,0.1005736,391,305,447 28 | "29","Missouri","MO",0.200328,0.3781646,0.1772056,1283.5,1383,1259,0.0478042,0.0748945,0.0442842,0.0162637,0.0401786,0.0136552,0.0725215,0.1574279,0.0636574,0.057306,0.1199069,0.0508002,359,350,364 29 | "30","Montana","MT",0.1330086,0.3186813,0.1264546,1037,NA,1031.5,0.0295991,0.043956,0.0290923,0.009396,NA,0.0082531,0.0342612,NA,0.0300668,0.0365425,NA,0.0343102,464,NA,NA 30 | "31","Nebraska","NE",0.1219072,0.2445194,0.1072006,1307,1244,1341.5,0.013184,0.0404722,0.009911,0.0034149,0,0.0035885,0.0307167,0.0582011,0.027406,0.0466646,0.0934256,0.042011,404,NA,406 31 | "32","Nevada","NV",0.191704,0.2153447,0.1557261,1828.5,1847,1751,0.0480942,0.0476279,0.0488775,0.0164936,0.0194595,0.0126404,0.0664047,0.0773732,0.0496524,0.0663732,0.0763473,0.052226,497,479,532.5 32 | "33","New Hampshire","NH",0.0969957,NA,0.0969957,1208,NA,1208,0.0160229,NA,0.0160229,0.0091873,NA,0.0091873,0.0365646,NA,0.0365646,0.0394678,NA,0.0394678,466,NA,466 33 | "34","New Jersey","NJ",0.0993035,0.1508045,0.0632403,1251.5,1240,1292,0.0189845,0.0254522,0.0144568,0.0084536,0.0111111,0.0070075,0.0580134,0.0855457,0.0377222,0.0479359,0.0783531,0.0282582,419,408,450 34 | "35","New Mexico","NM",0.1892536,0.1968191,0.1524324,1255.5,1314,1039,0.0388777,0.0426331,0.0205405,0.0167464,0.0190337,0.0065359,0.0628803,0.0650746,0.0506757,0.0519658,0.055721,0.0366492,467.5,379,NA 35 | "36","New York","NY",0.108728,0.1446995,0.0840799,1282.5,1304.5,1254.5,0.0112817,0.0116162,0.0110582,0.014521,0.0186916,0.0124549,0.0618477,0.1085906,0.0422645,0.0555821,0.0846397,0.0362931,464,464,464 36 | "37","North Carolina","NC",0.1993732,0.2639266,0.1724562,1406,1578,1297,0.0502767,0.0602355,0.0461269,0.0069384,0.0099562,0.0055765,0.080884,0.1103966,0.0676908,0.0678744,0.0988658,0.0563481,440,439.5,440 37 | "38","North Dakota","ND",0.109528,0.1506849,0.1081454,1334.5,NA,1374,0.0191451,0.0273973,0.0188679,0.0049444,NA,0.0050441,0.0306748,NA,0.0303413,0.0370656,NA,0.0369207,NA,NA,NA 38 | "39","Ohio","OH",0.195611,0.3659225,0.1721459,1153.5,1219,1131,0.0441382,0.0515781,0.0431159,0.0078619,0.0185874,0.0066282,0.0656973,0.1577928,0.0543569,0.0607173,0.131184,0.0532572,406,388.5,422 39 | "40","Oklahoma","OK",0.2229877,0.283428,0.2101154,1512,1400,1538,0.0732415,0.0918947,0.0692688,0.0285497,0.0412088,0.0265135,0.064642,0.0857633,0.0605456,0.058061,0.087739,0.0523104,406,345,410 40 | "41","Oregon","OR",0.1164397,0.1294118,0.1159878,1201,NA,1219.5,0.0097541,0.0147059,0.0095779,0.0072526,0.0327869,0.0065732,0.0603693,0.0677966,0.0600445,0.048026,0.0518135,0.0478968,463,NA,463 41 | "42","Pennsylvania","PA",0.142947,0.2783605,0.118224,1215.5,1226,1211,0.0231158,0.03108,0.0216337,0.0129178,0.0241845,0.0112407,0.0573375,0.126935,0.0478604,0.0626148,0.1471619,0.0490939,412,377,433 42 | "44","Rhode Island","RI",0.1264767,0.1839763,0.1088929,1155.5,1115.5,1177,0.0090341,0.0103858,0.0086207,0.0045086,0.0052083,0.004362,0.0681458,0.1285714,0.0509165,0.0542466,0.0942928,0.0428973,469,NA,418 43 | "45","South Carolina","SC",0.2323798,0.3303371,0.2004216,1503,1602.5,1456,0.0595633,0.0758427,0.0542522,0.0099632,0.0208145,0.006549,0.0823413,0.1136364,0.0712366,0.0740306,0.1259036,0.0596766,368,361,371 44 | "46","South Dakota","SD",0.1185804,0.2345679,0.1145203,1080.5,NA,1175,0.0087683,0.0123457,0.008643,0.0010384,NA,0.0010616,0.0449575,NA,0.0461923,0.0525915,NA,0.0525097,476,NA,475.5 45 | "47","Tennessee","TN",0.2035501,0.327176,0.1747965,1234,1342,1200,0.0455386,0.0551357,0.0433084,0.0074227,0.0157171,0.0052192,0.0737564,0.1577351,0.0565999,0.0669686,0.1315205,0.0534111,373,361,387.5 46 | "48","Texas","TX",0.2196467,0.244351,0.1769064,1566,1576,1552.5,0.0590315,0.0616625,0.054506,0.0112349,0.0121678,0.0097891,0.0786437,0.0884246,0.0611193,0.0618964,0.0708255,0.0477257,440,431,463 47 | "49","Utah","UT",0.0932688,0.1933124,0.0849205,1362,1471,1350.5,0.0126562,0.0229885,0.0117945,0.0164456,0.0253165,0.0160665,0.0359682,0.0755208,0.0325148,0.0397655,0.0814941,0.0363887,390.5,NA,392.5 48 | "50","Vermont","VT",0.0892734,NA,0.0893352,877,NA,877,0.0069204,NA,0.0069252,0.001938,NA,0.0019417,0.034749,NA,0.034749,0.0366864,NA,0.0366864,NA,NA,NA 49 | "51","Virginia","VA",0.1444417,0.1853811,0.1227859,1427,1486,1378.5,0.037014,0.045083,0.0326963,0.0102875,0.0158796,0.0074421,0.0617166,0.0732143,0.0553778,0.0525181,0.0688726,0.0441147,449,470.5,424.5 50 | "53","Washington","WA",0.1041892,0.1378641,0.0951259,1249,1396.5,1184.5,0.0080383,0.0101942,0.0074583,0.0099217,0.0157368,0.0086262,0.0450742,0.0718336,0.0383333,0.0420788,0.0593518,0.0375601,461,459,462 51 | "54","West Virginia","WV",0.2004678,NA,0.2005159,1137,NA,1137,0.0451462,NA,0.0452627,0.0029873,NA,0.0029963,0.0681672,NA,0.0677857,0.0779719,NA,0.0777446,336,NA,335 52 | "55","Wisconsin","WI",0.1455744,0.3650094,0.1212607,1222,1208.5,1230,0.0399247,0.0641913,0.0372359,0.007837,0.0291005,0.0061363,0.0563352,0.1565996,0.0463087,0.0437204,0.1128818,0.0377768,390.5,395,386 53 | "56","Wyoming","WY",0.1976824,NA,0.1975224,1600.5,NA,1633,0.0886162,NA,0.0887818,0.0123839,NA,0.0125,0.0577281,NA,0.0562852,0.05,NA,0.048913,NA,NA,NA 54 | 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