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            pdftitle={frontline workers Jenna},
            pdfauthor={Jenna},
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  \title{frontline workers Jenna}
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    \author{Jenna}
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      \predate{\centering\large\emph}
  \postdate{\par}
    \date{April 22, 2020}

\usepackage{booktabs}
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\begin{document}
\maketitle

\hypertarget{objective}{%
\subsection{Objective}\label{objective}}

Use IPUMS to recreate similar analyses to the following about the
workers vulnerable to COVID-19 exposure.

We're basing this on a few examples:

\begin{itemize}
\tightlist
\item
  \href{https://cepr.net/a-basic-demographic-profile-of-workers-in-frontline-industries/}{CEPR}
  -- This also has a
  \href{https://github.com/ceprdata/frontline-workers}{Github repo}.
\item
  \href{https://www.bostonindicators.org/article-pages/2020/april/frontline_workers}{Boston
  Indicators}
\item
  \href{https://comptroller.nyc.gov/reports/new-york-citys-frontline-workers/}{NYC
  Comptroller}
\item
  \href{https://www.aclum.org/en/publications/data-show-covid-19-hitting-essential-workers-and-people-color-hardest}{ACLU}
\end{itemize}

\hypertarget{perform-queries-and-make-figures.}{%
\subsubsection{Perform queries and make
figures.}\label{perform-queries-and-make-figures.}}

What is the overall percentage of the workforce when using the A and B
groups? If I'm interpreting this right, at least 62\% of workers are
``non-essential.''

\begin{longtable}[]{@{}lrrr@{}}
\toprule
include.group & n & n\_se & pct\tabularnewline
\midrule
\endhead
A & 779278 & 11371.069 & 0.263\tabularnewline
B & 333291 & 8195.187 & 0.113\tabularnewline
other & 1848258 & 16601.986 & 0.624\tabularnewline
\bottomrule
\end{longtable}

High- (\textgreater{}\$30k) and low- (\textless{}=\$30K) earning workers
in ``essential'' and ``other'' industries.

\begin{longtable}[]{@{}lrrrr@{}}
\toprule
essential & high & low & pct\_high & pct\_low\tabularnewline
\midrule
\endhead
Essential & 856728 & 138487 & 0.861 & 0.139\tabularnewline
Other & 1403608 & 249408 & 0.849 & 0.151\tabularnewline
\bottomrule
\end{longtable}

Earnings, just for reference.

\begin{longtable}[]{@{}lrr@{}}
\toprule
essential & median.incwage & median.incwage\_se\tabularnewline
\midrule
\endhead
Essential & 39965.64 & 683.027\tabularnewline
Other & 32744.10 & 528.949\tabularnewline
\bottomrule
\end{longtable}

Testing out breakdowns --

Race breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' and ``other''
industries.

\begin{longtable}[]{@{}llrrrr@{}}
\toprule
essential & race.simp & high & low & pct\_high & pct\_low\tabularnewline
\midrule
\endhead
Essential & Asian & 20414 & 1296 & 0.940 & 0.060\tabularnewline
Essential & Black & 253358 & 76558 & 0.768 & 0.232\tabularnewline
Essential & White & 478558 & 33427 & 0.935 & 0.065\tabularnewline
Other & Asian & 47861 & 7236 & 0.869 & 0.131\tabularnewline
Other & Black & 374105 & 132085 & 0.739 & 0.261\tabularnewline
Other & White & 857642 & 83762 & 0.911 & 0.089\tabularnewline
\bottomrule
\end{longtable}

Sex breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' and ``other''
industries.

\begin{longtable}[]{@{}llrrrr@{}}
\toprule
essential & SEX & high & low & pct\_high & pct\_low\tabularnewline
\midrule
\endhead
Essential & Male & 393725 & 41025 & 0.906 & 0.094\tabularnewline
Essential & Female & 358605 & 70256 & 0.836 & 0.164\tabularnewline
Other & Male & 626318 & 84822 & 0.881 & 0.119\tabularnewline
Other & Female & 653290 & 138261 & 0.825 & 0.175\tabularnewline
\bottomrule
\end{longtable}

Race and sex breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' and ``other''
industries.

\begin{longtable}[]{@{}lllrrrr@{}}
\toprule
essential & SEX & race.simp & high & low & pct\_high &
pct\_low\tabularnewline
\midrule
\endhead
Essential & Male & Asian & 11161 & 756 & 0.937 & 0.063\tabularnewline
Essential & Male & Black & 120928 & 24237 & 0.833 & 0.167\tabularnewline
Essential & Male & White & 261636 & 16032 & 0.942 & 0.058\tabularnewline
Essential & Female & Asian & 9253 & 540 & 0.945 & 0.055\tabularnewline
Essential & Female & Black & 132430 & 52321 & 0.717 &
0.283\tabularnewline
Essential & Female & White & 216922 & 17395 & 0.926 &
0.074\tabularnewline
Other & Male & Asian & 24221 & 3370 & 0.878 & 0.122\tabularnewline
Other & Male & Black & 166123 & 45959 & 0.783 & 0.217\tabularnewline
Other & Male & White & 435974 & 35493 & 0.925 & 0.075\tabularnewline
Other & Female & Asian & 23640 & 3866 & 0.859 & 0.141\tabularnewline
Other & Female & Black & 207982 & 86126 & 0.707 & 0.293\tabularnewline
Other & Female & White & 421668 & 48269 & 0.897 & 0.103\tabularnewline
\bottomrule
\end{longtable}

Industry breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' industries.

\begin{longtable}[]{@{}lrrrr@{}}
\toprule
\begin{minipage}[b]{0.56\columnwidth}\raggedright
industry\strut
\end{minipage} & \begin{minipage}[b]{0.07\columnwidth}\raggedleft
high\strut
\end{minipage} & \begin{minipage}[b]{0.06\columnwidth}\raggedleft
low\strut
\end{minipage} & \begin{minipage}[b]{0.09\columnwidth}\raggedleft
pct\_high\strut
\end{minipage} & \begin{minipage}[b]{0.08\columnwidth}\raggedleft
pct\_low\strut
\end{minipage}\tabularnewline
\midrule
\endhead
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Administrative and support and waste management services\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
28443\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
12906\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.688\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.312\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
6898\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1785\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.794\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.206\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Construction\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
152818\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
32073\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.827\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.173\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Finance and Insurance\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
29998\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1545\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.951\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.049\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Health Care and Social Assistance\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
301921\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
52807\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.851\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.149\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Manufacturing\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
90859\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
4663\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.951\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.049\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
6197\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Professional, Scientific, and Technical Services\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
5502\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
892\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.860\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.140\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Public Administration\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
67021\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
5141\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.929\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.071\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Retail Trade\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
43965\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
11787\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.789\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.211\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Transportation and Warehousing\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
71584\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
9546\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.882\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.118\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Utilities\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
22228\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2538\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.898\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.102\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.56\columnwidth}\raggedright
Wholesale Trade\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
29294\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2804\strut
\end{minipage} & \begin{minipage}[t]{0.09\columnwidth}\raggedleft
0.913\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.087\strut
\end{minipage}\tabularnewline
\bottomrule
\end{longtable}

Race and industry breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' industries.

\begin{longtable}[]{@{}lrrrr@{}}
\toprule
\begin{minipage}[b]{0.58\columnwidth}\raggedright
industry\strut
\end{minipage} & \begin{minipage}[b]{0.06\columnwidth}\raggedleft
high\strut
\end{minipage} & \begin{minipage}[b]{0.06\columnwidth}\raggedleft
low\strut
\end{minipage} & \begin{minipage}[b]{0.08\columnwidth}\raggedleft
pct\_high\strut
\end{minipage} & \begin{minipage}[b]{0.07\columnwidth}\raggedleft
pct\_low\strut
\end{minipage}\tabularnewline
\midrule
\endhead
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Administrative and support and waste management services.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
278\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Administrative and support and waste management services.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
8225\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
5271\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.609\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.391\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Administrative and support and waste management services.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
11967\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
4012\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.749\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.251\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
804\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
273\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.747\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.253\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1756\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
693\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.717\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.283\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2915\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
172\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.944\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.056\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Construction.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2192\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
141\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.940\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.060\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Construction.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
31173\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
7055\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.815\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.185\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Construction.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
73302\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
7973\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.902\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.098\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Finance and Insurance.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
563\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Finance and Insurance.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
5583\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1101\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.835\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.165\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Finance and Insurance.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
22035\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
309\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.986\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.014\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Health Care and Social Assistance.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
8371\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
339\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.961\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.039\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Health Care and Social Assistance.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
101694\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
38076\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.728\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.272\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Health Care and Social Assistance.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
170615\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
11472\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.937\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.063\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Manufacturing.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2127\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
144\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.937\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.063\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Manufacturing.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
20056\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2723\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.880\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.120\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Manufacturing.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
60109\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
907\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.985\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.015\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
410\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1002\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
4669\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Professional, Scientific, and Technical Services.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
86\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Professional, Scientific, and Technical Services.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
635\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
187\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.773\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.227\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Professional, Scientific, and Technical Services.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
4324\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
507\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.895\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.105\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Public Administration.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
984\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Public Administration.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
20676\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
3339\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.861\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.139\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Public Administration.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
40785\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1802\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.958\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.042\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Retail Trade.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
3021\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
399\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.883\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.117\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Retail Trade.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
15709\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
7318\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.682\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.318\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Retail Trade.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
21629\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2973\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.879\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.121\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Transportation and Warehousing.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
208\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Transportation and Warehousing.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
33271\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
7190\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.822\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.178\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Transportation and Warehousing.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
32411\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1759\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.949\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.051\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Utilities.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
414\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Utilities.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
7284\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
2083\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.778\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.222\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Utilities.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
13741\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
375\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.973\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.027\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Wholesale Trade.Asian\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
956\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Wholesale Trade.Black\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
6294\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1522\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.805\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.195\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Wholesale Trade.White\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
20056\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1166\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.945\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.055\strut
\end{minipage}\tabularnewline
\bottomrule
\end{longtable}

Sex and industry breakdown of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' industries.

\begin{longtable}[]{@{}lrrrr@{}}
\toprule
\begin{minipage}[b]{0.58\columnwidth}\raggedright
industry\strut
\end{minipage} & \begin{minipage}[b]{0.06\columnwidth}\raggedleft
high\strut
\end{minipage} & \begin{minipage}[b]{0.05\columnwidth}\raggedleft
low\strut
\end{minipage} & \begin{minipage}[b]{0.08\columnwidth}\raggedleft
pct\_high\strut
\end{minipage} & \begin{minipage}[b]{0.07\columnwidth}\raggedleft
pct\_low\strut
\end{minipage}\tabularnewline
\midrule
\endhead
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Administrative and support and waste management services.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
8212\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
6007\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.578\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.422\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Administrative and support and waste management services.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
20231\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
6899\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.746\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.254\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
897\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
173\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.838\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.162\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Agriculture, Forestry, Fishing, and Hunting.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
6001\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1612\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.788\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.212\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Construction.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
19069\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
2275\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.893\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.107\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Construction.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
133749\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
29798\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.818\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.182\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Finance and Insurance.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
21563\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1337\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.942\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.058\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Finance and Insurance.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
8435\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
208\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.976\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.024\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Health Care and Social Assistance.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
240230\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
48010\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.833\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.167\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Health Care and Social Assistance.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
61691\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
4797\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.928\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.072\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Manufacturing.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
15019\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1731\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.897\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.103\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Manufacturing.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
75840\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
2932\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.963\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.037\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
965\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Mining, Quarrying, and Oil and Gas Extraction.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
5232\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
NA\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
NA\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Professional, Scientific, and Technical Services.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
4370\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
651\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.870\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.130\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Professional, Scientific, and Technical Services.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
1132\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
241\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.824\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.176\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Public Administration.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
25350\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
2890\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.898\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.102\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Public Administration.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
41671\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
2251\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.949\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.051\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Retail Trade.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
24157\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
8781\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.733\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.267\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Retail Trade.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
19808\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
3006\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.868\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.132\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Transportation and Warehousing.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
17720\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
3487\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.836\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.164\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Transportation and Warehousing.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
53864\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
6059\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.899\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.101\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Utilities.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
5148\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1101\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.824\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.176\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Utilities.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
17080\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1437\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.922\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.078\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Wholesale Trade.Female\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
8463\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
976\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.897\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.103\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.58\columnwidth}\raggedright
Wholesale Trade.Male\strut
\end{minipage} & \begin{minipage}[t]{0.06\columnwidth}\raggedleft
20831\strut
\end{minipage} & \begin{minipage}[t]{0.05\columnwidth}\raggedleft
1828\strut
\end{minipage} & \begin{minipage}[t]{0.08\columnwidth}\raggedleft
0.919\strut
\end{minipage} & \begin{minipage}[t]{0.07\columnwidth}\raggedleft
0.081\strut
\end{minipage}\tabularnewline
\bottomrule
\end{longtable}

Rent burden of high- (\textgreater{}\$30k) and low- (\textless{}=\$30K)
earning workers in ``essential'' and ``other'' industries.

\begin{longtable}[]{@{}llrrr@{}}
\toprule
essential & income.level & No & Yes & pct\_rent.burdened\tabularnewline
\midrule
\endhead
Essential & high & 197457 & 44157 & 0.183\tabularnewline
Essential & low & 10996 & 86614 & 0.887\tabularnewline
Other & high & 337968 & 76745 & 0.185\tabularnewline
Other & low & 22018 & 156985 & 0.877\tabularnewline
\bottomrule
\end{longtable}

Health insurance coverage of high- (\textgreater{}\$30k) and low-
(\textless{}=\$30K) earning workers in ``essential'' and ``other''
industries.

\begin{longtable}[]{@{}llrrr@{}}
\toprule
\begin{minipage}[b]{0.09\columnwidth}\raggedright
essential\strut
\end{minipage} & \begin{minipage}[b]{0.11\columnwidth}\raggedright
income.level\strut
\end{minipage} & \begin{minipage}[b]{0.25\columnwidth}\raggedleft
No health insurance coverage\strut
\end{minipage} & \begin{minipage}[b]{0.26\columnwidth}\raggedleft
With health insurance coverage\strut
\end{minipage} & \begin{minipage}[b]{0.15\columnwidth}\raggedleft
pct\_no.health.cov\strut
\end{minipage}\tabularnewline
\midrule
\endhead
\begin{minipage}[t]{0.09\columnwidth}\raggedright
Essential\strut
\end{minipage} & \begin{minipage}[t]{0.11\columnwidth}\raggedright
high\strut
\end{minipage} & \begin{minipage}[t]{0.25\columnwidth}\raggedleft
97357\strut
\end{minipage} & \begin{minipage}[t]{0.26\columnwidth}\raggedleft
759371\strut
\end{minipage} & \begin{minipage}[t]{0.15\columnwidth}\raggedleft
0.114\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.09\columnwidth}\raggedright
Essential\strut
\end{minipage} & \begin{minipage}[t]{0.11\columnwidth}\raggedright
low\strut
\end{minipage} & \begin{minipage}[t]{0.25\columnwidth}\raggedleft
42950\strut
\end{minipage} & \begin{minipage}[t]{0.26\columnwidth}\raggedleft
95537\strut
\end{minipage} & \begin{minipage}[t]{0.15\columnwidth}\raggedleft
0.310\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.09\columnwidth}\raggedright
Other\strut
\end{minipage} & \begin{minipage}[t]{0.11\columnwidth}\raggedright
high\strut
\end{minipage} & \begin{minipage}[t]{0.25\columnwidth}\raggedleft
126075\strut
\end{minipage} & \begin{minipage}[t]{0.26\columnwidth}\raggedleft
1277533\strut
\end{minipage} & \begin{minipage}[t]{0.15\columnwidth}\raggedleft
0.090\strut
\end{minipage}\tabularnewline
\begin{minipage}[t]{0.09\columnwidth}\raggedright
Other\strut
\end{minipage} & \begin{minipage}[t]{0.11\columnwidth}\raggedright
low\strut
\end{minipage} & \begin{minipage}[t]{0.25\columnwidth}\raggedleft
61550\strut
\end{minipage} & \begin{minipage}[t]{0.26\columnwidth}\raggedleft
187858\strut
\end{minipage} & \begin{minipage}[t]{0.15\columnwidth}\raggedleft
0.247\strut
\end{minipage}\tabularnewline
\bottomrule
\end{longtable}

\hypertarget{end-for-now-adding-age-pieces-by-income-tomorrow}{%
\subsubsection{End for now -- adding age pieces by income
tomorrow!}\label{end-for-now-adding-age-pieces-by-income-tomorrow}}

Race and gender breakdowns of essential workers.

\begin{verbatim}
## # A tibble: 5 x 4
##   race.simple      n  n_se    pct
##   <chr>        <dbl> <dbl>  <dbl>
## 1 AAPI         26523 2216. 0.0238
## 2 Black       347352 7866. 0.312 
## 3 Latino      131135 6806. 0.118 
## 4 Other        22800 2323. 0.0205
## 5 White       584759 8173. 0.526
\end{verbatim}

\begin{verbatim}
## # A tibble: 2 x 4
##   SEX         n  n_se   pct
##   <fct>   <dbl> <dbl> <dbl>
## 1 Male   615327 8983. 0.553
## 2 Female 497242 7766. 0.447
\end{verbatim}

Children and elderly in household and age of worker.

\begin{itemize}
\tightlist
\item
  What is the appropriate cutoff for children? Should I use NCHILD or
  NCHLT5 instead of the presence of children?
\item
  What is the appropriate cutoff for old people? Jenna used 60 on the
  demographics page.
\end{itemize}

\begin{verbatim}
## # A tibble: 6 x 5
## # Groups:   essential [2]
##   essential children                         n   n_se    pct
##   <chr>     <chr>                        <dbl>  <dbl>  <dbl>
## 1 Essential Children between 10 and 18  136881  5268. 0.123 
## 2 Essential Children younger than 10    223478  6902. 0.201 
## 3 Essential No children                 752210 11485. 0.676 
## 4 Other     Children between 10 and 18  180468  6056. 0.0976
## 5 Other     Children younger than 10    297927  7656. 0.161 
## 6 Other     No children                1369863 15206. 0.741
\end{verbatim}

\begin{verbatim}
## # A tibble: 4 x 5
## # Groups:   essential [2]
##   essential old.in.hh       n   n_se   pct
##   <chr>     <chr>       <dbl>  <dbl> <dbl>
## 1 Essential No         897208 13082. 0.806
## 2 Essential Yes        215361  6259. 0.194
## 3 Other     No        1447162 16163. 0.783
## 4 Other     Yes        401096  8595. 0.217
\end{verbatim}

\begin{verbatim}
## # A tibble: 4 x 5
## # Groups:   essential [2]
##   essential old           n   n_se   pct
##   <chr>     <chr>     <dbl>  <dbl> <dbl>
## 1 Essential Not old  956940 13310. 0.860
## 2 Essential old      155629  4396. 0.140
## 3 Other     Not old 1559928 16414. 0.844
## 4 Other     old      288330  5816. 0.156
\end{verbatim}

\begin{verbatim}
## # A tibble: 2 x 5
##   essential mean.age mean.age_se median.age median.age_se
##   <chr>        <dbl>       <dbl>      <dbl>         <dbl>
## 1 Essential     43.9       0.164         43         0.255
## 2 Other         42.9       0.138         42         0.255
\end{verbatim}

Use of public transportation.

\begin{verbatim}
## # A tibble: 4 x 5
## # Groups:   essential [2]
##   essential takes.transit       n   n_se    pct
##   <chr>     <chr>           <dbl>  <dbl>  <dbl>
## 1 Essential No            1072903 13537. 0.983 
## 2 Essential Yes             19059  1642. 0.0175
## 3 Other     No            1747460 16093. 0.966 
## 4 Other     Yes             61092  3221. 0.0338
\end{verbatim}

Median annual w/s earnings, family earnings, and below poverty level.
Did Brookings only use w/s earnings? This would exclude self-employed.

\begin{verbatim}
## # A tibble: 4 x 5
## # Groups:   essential [2]
##   essential pov200               n   n_se   pct
##   <chr>     <chr>            <dbl>  <dbl> <dbl>
## 1 Essential 200% or higher  867710 12110. 0.781
## 2 Essential Below 200%      243508  7328. 0.219
## 3 Other     200% or higher 1416008 15597. 0.772
## 4 Other     Below 200%      418362  8970. 0.228
\end{verbatim}

\begin{verbatim}
## # A tibble: 2 x 3
##   essential median.incwage median.incwage_se
##   <chr>              <dbl>             <dbl>
## 1 Essential         39966.              683.
## 2 Other             32744.              529.
\end{verbatim}

\begin{verbatim}
## # A tibble: 2 x 3
##   essential median.faminc median.faminc_se
##   <chr>             <dbl>            <dbl>
## 1 Essential        72674.            1012.
## 2 Other            69949.             810.
\end{verbatim}


\end{document}
