R软件使用介绍

class: center, middle, inverse, title-slide

.title[
# R软件使用介绍
]
.author[
### 巩超
]
.institute[
### 北京大学公共卫生学院
]
.date[
### 2023-11-09
]

---

background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 软件下载
.pull-left[
R软件下载地址：CRAN
https://www.r-project.org/
https://cloud.r-project.org/ (自动寻找最近的服务器)

<img src = 'https://upload.wikimedia.org/wikipedia/commons/thumb/1/1b/R_logo.svg/724px-R_logo.svg.png' height=200 />
]

.pull-right[
RStudio下载地址：https://posit.co/products/open-source/rstudio/

<img src = 'https://upload.wikimedia.org/wikipedia/commons/d/d0/RStudio_logo_flat.svg' height=200 />
]

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 软件包安装
- 软件包安装方法

```r
#1.R官网的软件包，可以直接安装
install.packages("tidyverse")#软件包名称
#2.从github安装
install.packages("devtools")
library(devtools)#软件包加载
install_github("yihui/xaringan")#软件包库地址
#3.从Bioconductor网站安装（生信分析常用）
install.packages('BiocManager')
library(BiocManager)
install('edgeR')#软件包名称
```

--
- 软件包或函数功能帮助
  - help
  - ?软件包名称
  - ??软件包名称
  
---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 数据读取和保存
.pull-left[
- 工作路径设置

```r
#1.查看当前路径
getwd()
#2.设置工作路径
setwd("Path")
```
]

.pull-right[
<img src = 'https://pic4.zhimg.com/v2-0d0285e7b9433eeedf7e705d6e082d13_r.jpg' height=160 />
]

- 数据读取

```r
#1.txt文件
read.table(file,header=FALSE,sep=",",encoding="gbk")
#2.csv文件
read.csv(file,header=FALSE,sep=",",encoding="gbk")
#3.xlsx或xls文件
readxl::read_excel(file,sheet=""，encoding="gbk")
#4.dta文件
haven::read_dta(file,encoding="gbk")
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 数据保存

```r
#1.txt文件
write.table(x, file = ".txt",fileEncoding = "gbk") # 空格分隔
#2.csv文件
write.csv(x,file=".csv",fileEncoding = "gbk")
#3.xlsx文件
xlsx::write.xlsx(x,file=".xlsx",sheetName="",fileEncoding = "gbk")
#4.dta文件
haven::write_dta(x,".dta")
#5.Rdata文件
save(x,file=".Rdata")
load(".Rdata")#加载Rdata文件
```

--
1.数据读取和保存的软件包和函数并不唯一，可google了解

2.数据读取的各软件包速度不一，如data.table包的fread函数速度很快

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 数据处理
- 常用软件包
  - tidyverse

```r
library(tidyverse)
```

```
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.1
## ✔ ggplot2   3.5.1     ✔ tibble    3.2.1
## ✔ lubridate 1.9.3     ✔ tidyr     1.3.0
## ✔ purrr     1.0.2     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 导入NHANES示例数据

```r
#install.packages("NHANES")
library(NHANES)
```

- 查看数据

```r
#names(NHANES)#查看变量名
#head(NHANES,n=3)#查看数据前3行
#tail(NHANES,n=3)#查看数据后3行
NHANES #查看数据框的大小，变量名，类型和取值
```

```
## # A tibble: 10,000 × 76
##       ID SurveyYr Gender   Age AgeDecade AgeMonths Race1 Race3 Education   
##    <int> <fct>    <fct>  <int> <fct>         <int> <fct> <fct> <fct>       
##  1 51624 2009_10  male      34 " 30-39"        409 White <NA>  High School 
##  2 51624 2009_10  male      34 " 30-39"        409 White <NA>  High School 
##  3 51624 2009_10  male      34 " 30-39"        409 White <NA>  High School 
##  4 51625 2009_10  male       4 " 0-9"           49 Other <NA>  <NA>        
##  5 51630 2009_10  female    49 " 40-49"        596 White <NA>  Some College
##  6 51638 2009_10  male       9 " 0-9"          115 White <NA>  <NA>        
##  7 51646 2009_10  male       8 " 0-9"          101 White <NA>  <NA>        
##  8 51647 2009_10  female    45 " 40-49"        541 White <NA>  College Grad
##  9 51647 2009_10  female    45 " 40-49"        541 White <NA>  College Grad
## 10 51647 2009_10  female    45 " 40-49"        541 White <NA>  College Grad
## # ℹ 9,990 more rows
## # ℹ 67 more variables: MaritalStatus <fct>, HHIncome <fct>, HHIncomeMid <int>,
## #   Poverty <dbl>, HomeRooms <int>, HomeOwn <fct>, Work <fct>, Weight <dbl>,
## #   Length <dbl>, HeadCirc <dbl>, Height <dbl>, BMI <dbl>,
## #   BMICatUnder20yrs <fct>, BMI_WHO <fct>, Pulse <int>, BPSysAve <int>,
## #   BPDiaAve <int>, BPSys1 <int>, BPDia1 <int>, BPSys2 <int>, BPDia2 <int>,
## #   BPSys3 <int>, BPDia3 <int>, Testosterone <dbl>, DirectChol <dbl>, …
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 选择行子集(filter)

```r
NHANES |> 
  dplyr::filter(ID==54010,Age==79, Gender=="male") |>
  knitr::kable()
```

|    ID|SurveyYr |Gender | Age|AgeDecade | AgeMonths|Race1   |Race3 |Education    |MaritalStatus |HHIncome    | HHIncomeMid| Poverty| HomeRooms|HomeOwn |Work       | Weight| Length| HeadCirc| Height|   BMI|BMICatUnder20yrs |BMI_WHO      | Pulse| BPSysAve| BPDiaAve| BPSys1| BPDia1| BPSys2| BPDia2| BPSys3| BPDia3| Testosterone| DirectChol| TotChol| UrineVol1| UrineFlow1| UrineVol2| UrineFlow2|Diabetes | DiabetesAge|HealthGen | DaysPhysHlthBad| DaysMentHlthBad|LittleInterest |Depressed | nPregnancies| nBabies| Age1stBaby| SleepHrsNight|SleepTrouble |PhysActive | PhysActiveDays|TVHrsDay |CompHrsDay | TVHrsDayChild| CompHrsDayChild|Alcohol12PlusYr | AlcoholDay| AlcoholYear|SmokeNow |Smoke100 |Smoke100n | SmokeAge|Marijuana | AgeFirstMarij|RegularMarij | AgeRegMarij|HardDrugs |SexEver | SexAge| SexNumPartnLife| SexNumPartYear|SameSex |SexOrientation |PregnantNow |
|-----:|:--------|:------|---:|:---------|---------:|:-------|:-----|:------------|:-------------|:-----------|-----------:|-------:|---------:|:-------|:----------|------:|------:|--------:|------:|-----:|:----------------|:------------|-----:|--------:|--------:|------:|------:|------:|------:|------:|------:|------------:|----------:|-------:|---------:|----------:|---------:|----------:|:--------|-----------:|:---------|---------------:|---------------:|:--------------|:---------|------------:|-------:|----------:|-------------:|:------------|:----------|--------------:|:--------|:----------|-------------:|---------------:|:---------------|----------:|-----------:|:--------|:--------|:---------|--------:|:---------|-------------:|:------------|-----------:|:---------|:-------|------:|---------------:|--------------:|:-------|:--------------|:-----------|
| 54010|2009_10  |male   |  79|70+       |       948|Mexican |NA    |Some College |Married       |75000-99999 |       87500|       5|         5|Own     |NotWorking |   86.3|     NA|       NA|    170| 29.86|NA               |25.0_to_29.9 |    50|      146|       64|    150|     60|    144|     62|    148|     66|           NA|       1.01|    4.16|        74|      0.796|        NA|         NA|Yes      |          NA|Vgood     |              30|               0|None           |None      |           NA|      NA|         NA|             8|No           |Yes        |              3|NA       |NA         |            NA|              NA|No              |          1|           3|No       |Yes      |Smoker    |       18|NA        |            NA|NA           |          NA|NA        |NA      |     NA|              NA|             NA|NA      |NA             |NA          |

.pull-left[
- 选择列子集(select)

```r
NHANES |> 
  dplyr::select(Age, Gender, Race1) |>
  knitr::kable()
```

| Age|Gender |Race1    |
|---:|:------|:--------|
|  34|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|   4|male   |Other    |
|  49|female |White    |
|   9|male   |White    |
|   8|male   |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  66|male   |White    |
|  58|male   |White    |
|  54|male   |White    |
|  10|female |White    |
|  58|female |Mexican  |
|  50|male   |White    |
|   9|female |Black    |
|  33|male   |White    |
|  60|male   |White    |
|  16|male   |Other    |
|  56|female |White    |
|  56|female |White    |
|  57|female |White    |
|  54|male   |Hispanic |
|  54|male   |Hispanic |
|  38|male   |White    |
|   8|male   |White    |
|  36|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  64|female |Other    |
|  26|female |White    |
|  59|female |Other    |
|  59|female |Other    |
|  49|male   |Mexican  |
|  51|female |Mexican  |
|  51|female |Mexican  |
|  17|male   |White    |
|  12|male   |Other    |
|  12|male   |Other    |
|  16|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  28|male   |Black    |
|  37|female |Hispanic |
|  28|female |Black    |
|  32|male   |White    |
|  25|male   |White    |
|  21|female |Black    |
|  21|female |Black    |
|   8|male   |Hispanic |
|   8|male   |Hispanic |
|  44|male   |White    |
|  56|male   |Mexican  |
|  78|female |Mexican  |
|   3|male   |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|   1|male   |White    |
|  13|female |White    |
|  27|female |Hispanic |
|  31|female |Mexican  |
|  31|female |Mexican  |
|  29|female |White    |
|  29|female |White    |
|  29|female |White    |
|  11|female |White    |
|   6|female |White    |
|   6|female |White    |
|  56|female |White    |
|  56|female |White    |
|  16|female |White    |
|  30|male   |Black    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  30|male   |Mexican  |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  17|male   |Other    |
|  17|male   |Other    |
|   9|female |Black    |
|  80|female |White    |
|  80|female |White    |
|  13|male   |Hispanic |
|  50|male   |Mexican  |
|  26|male   |Other    |
|  58|male   |Black    |
|  80|male   |White    |
|  35|female |White    |
|   7|male   |White    |
|   8|female |White    |
|  12|female |Mexican  |
|  80|male   |White    |
|  66|female |Black    |
|  66|female |Black    |
|  34|female |White    |
|  34|female |White    |
|  34|female |White    |
|  38|male   |Other    |
|  38|male   |Other    |
|  38|male   |Other    |
|   2|male   |Mexican  |
|  50|female |Other    |
|  43|male   |White    |
|  43|male   |White    |
|  41|female |Black    |
|  46|female |Mexican  |
|  61|female |Hispanic |
|  44|female |Other    |
|  44|female |Other    |
|  44|female |Other    |
|  44|female |Other    |
|  80|male   |White    |
|  15|female |White    |
|  76|female |Black    |
|  29|male   |Other    |
|  63|female |Mexican  |
|  63|male   |White    |
|  50|male   |Other    |
|  70|female |White    |
|  16|female |Hispanic |
|  31|female |White    |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  52|female |Black    |
|  52|female |Black    |
|  46|male   |White    |
|  22|female |Black    |
|   6|male   |Mexican  |
|  48|male   |White    |
|  48|male   |White    |
|  27|female |White    |
|  55|male   |Black    |
|  62|female |Other    |
|  54|male   |White    |
|  39|female |White    |
|  39|female |White    |
|  42|male   |Hispanic |
|  42|male   |Hispanic |
|  46|female |Other    |
|  56|female |Other    |
|  56|female |Other    |
|  46|female |White    |
|  14|male   |White    |
|  14|male   |White    |
|  29|male   |Other    |
|  29|male   |Other    |
|  29|male   |Other    |
|  29|male   |Other    |
|  31|male   |Mexican  |
|  36|female |White    |
|   0|female |Hispanic |
|  49|male   |White    |
|  49|male   |White    |
|  60|female |White    |
|  28|female |White    |
|   8|male   |White    |
|  32|male   |Hispanic |
|  46|male   |White    |
|  46|male   |White    |
|  55|female |Mexican  |
|  57|male   |White    |
|  79|male   |White    |
|  79|male   |White    |
|   9|female |Mexican  |
|  46|male   |Other    |
|  46|male   |Other    |
|  22|female |White    |
|   7|female |Other    |
|  60|female |White    |
|  60|female |White    |
|  35|male   |White    |
|  29|female |White    |
|  29|female |White    |
|  74|female |White    |
|  74|female |White    |
|  12|female |Mexican  |
|  44|female |White    |
|  44|female |White    |
|  36|male   |Other    |
|  36|male   |Other    |
|  18|female |Mexican  |
|  31|male   |White    |
|  31|male   |White    |
|  32|female |White    |
|  32|female |Mexican  |
|  16|female |Black    |
|  65|male   |White    |
|  65|male   |White    |
|  55|male   |Mexican  |
|   9|female |Mexican  |
|  77|male   |White    |
|  19|male   |Mexican  |
|  11|male   |White    |
|  62|male   |White    |
|  26|female |White    |
|  39|male   |White    |
|  68|female |Black    |
|   9|male   |White    |
|  47|male   |White    |
|   0|female |Black    |
|  80|female |White    |
|  72|male   |White    |
|  72|male   |White    |
|  40|female |White    |
|  18|male   |Other    |
|  30|male   |White    |
|  30|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  20|male   |Mexican  |
|  20|male   |Mexican  |
|  61|female |White    |
|  79|female |White    |
|   2|male   |Mexican  |
|  52|female |White    |
|  52|female |White    |
|  15|female |Mexican  |
|  61|female |Hispanic |
|  56|male   |White    |
|  56|male   |White    |
|  10|female |Mexican  |
|  12|female |White    |
|  12|female |White    |
|  74|female |White    |
|  50|female |White    |
|  48|female |Black    |
|  48|female |Black    |
|  13|male   |Hispanic |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  67|female |White    |
|  67|female |White    |
|  25|female |White    |
|  25|female |White    |
|   6|male   |Black    |
|  67|male   |White    |
|  13|male   |Hispanic |
|  38|female |White    |
|  61|male   |White    |
|  61|male   |White    |
|  61|male   |White    |
|  74|male   |White    |
|  29|female |Mexican  |
|  42|male   |White    |
|  42|male   |White    |
|  60|female |White    |
|  31|female |White    |
|  70|male   |White    |
|  56|female |Black    |
|  12|female |White    |
|  53|female |White    |
|  53|female |White    |
|  45|female |White    |
|  73|female |White    |
|   9|male   |White    |
|  73|male   |White    |
|  17|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  33|male   |Mexican  |
|  44|female |Black    |
|  13|female |White    |
|  73|male   |Black    |
|  55|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  65|female |White    |
|  20|male   |White    |
|  48|female |White    |
|  48|female |White    |
|  38|male   |Mexican  |
|  48|female |Other    |
|  48|female |Other    |
|  48|female |Other    |
|  12|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  39|female |White    |
|  39|female |White    |
|  21|male   |Mexican  |
|   6|male   |Mexican  |
|  63|male   |White    |
|  54|male   |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  21|female |Black    |
|  76|male   |White    |
|  76|male   |White    |
|  19|female |Black    |
|  43|female |Mexican  |
|  45|male   |White    |
|  45|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  43|male   |Hispanic |
|  43|male   |White    |
|  43|male   |White    |
|  18|female |White    |
|  80|female |White    |
|  80|female |White    |
|  25|male   |White    |
|   4|male   |Mexican  |
|  25|male   |White    |
|  54|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|   7|female |White    |
|  46|male   |White    |
|  33|female |White    |
|  50|female |Other    |
|  54|male   |White    |
|  54|male   |White    |
|  16|male   |Black    |
|  16|male   |Black    |
|   9|female |Other    |
|  39|female |White    |
|  80|male   |White    |
|  32|male   |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  17|male   |White    |
|  18|male   |White    |
|   0|male   |Black    |
|  16|male   |White    |
|  29|female |White    |
|  69|female |White    |
|  25|female |White    |
|  52|female |Black    |
|  52|female |Black    |
|  18|female |Other    |
|  28|male   |White    |
|  40|female |White    |
|  51|female |Hispanic |
|  20|female |White    |
|  72|male   |White    |
|  10|male   |White    |
|  65|female |Black    |
|  80|female |White    |
|  24|female |White    |
|  18|female |Mexican  |
|  57|male   |Black    |
|  45|male   |Black    |
|  45|male   |Black    |
|  28|female |White    |
|   8|male   |White    |
|  22|male   |Hispanic |
|  49|male   |White    |
|  11|male   |Black    |
|  34|female |White    |
|  69|female |White    |
|  33|male   |White    |
|  31|female |White    |
|  62|male   |White    |
|  62|male   |White    |
|   0|male   |Black    |
|   7|male   |White    |
|  61|female |White    |
|  75|female |Black    |
|  47|female |Hispanic |
|  35|male   |White    |
|  78|male   |White    |
|   8|male   |White    |
|  54|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  30|male   |White    |
|  73|female |Black    |
|  21|male   |Black    |
|  33|female |White    |
|  33|female |White    |
|  45|female |Mexican  |
|  41|male   |Black    |
|  80|male   |White    |
|  80|male   |White    |
|   0|female |White    |
|   0|female |White    |
|   0|female |White    |
|   0|female |White    |
|  71|male   |Black    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  65|female |White    |
|  24|female |White    |
|  24|female |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  22|female |Mexican  |
|  80|female |White    |
|  80|female |White    |
|  64|male   |Black    |
|   0|female |White    |
|  10|female |White    |
|  10|female |White    |
|   0|female |Mexican  |
|  58|male   |White    |
|  58|male   |White    |
|  46|female |Hispanic |
|  46|female |Hispanic |
|  46|female |Hispanic |
|   2|male   |Black    |
|   3|female |Black    |
|  19|male   |Other    |
|  20|female |White    |
|  20|female |White    |
|  31|female |White    |
|  15|male   |White    |
|  16|male   |White    |
|  42|male   |Mexican  |
|  78|female |White    |
|  78|female |White    |
|  78|female |White    |
|  60|female |White    |
|  60|female |White    |
|  38|male   |White    |
|  11|female |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  77|female |White    |
|  50|female |White    |
|  16|female |Black    |
|   1|female |Mexican  |
|  52|female |White    |
|  54|female |White    |
|  54|female |White    |
|  19|female |White    |
|  14|female |White    |
|   9|male   |Mexican  |
|  43|male   |White    |
|  43|male   |White    |
|  52|female |White    |
|  52|female |White    |
|  37|male   |White    |
|  59|female |White    |
|  13|male   |White    |
|  19|male   |Mexican  |
|  59|female |White    |
|  59|female |White    |
|  58|male   |White    |
|  24|male   |Black    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  15|male   |Mexican  |
|  29|female |White    |
|  39|female |White    |
|  30|male   |Other    |
|  35|female |White    |
|  25|female |Mexican  |
|  32|male   |Black    |
|  32|male   |Black    |
|  49|male   |Hispanic |
|  78|male   |White    |
|  78|male   |White    |
|  15|male   |White    |
|  64|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  36|female |White    |
|  36|female |White    |
|  64|female |White    |
|  64|female |White    |
|  72|female |Black    |
|  63|male   |Black    |
|  24|female |White    |
|  75|male   |Black    |
|  60|female |Hispanic |
|  50|female |White    |
|  50|female |White    |
|  25|female |White    |
|  25|female |White    |
|   6|female |Other    |
|  35|male   |Hispanic |
|  35|male   |Hispanic |
|  18|female |White    |
|  64|female |Black    |
|  67|female |White    |
|  44|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  76|female |White    |
|   7|female |White    |
|   7|female |White    |
|  18|male   |White    |
|  18|male   |White    |
|   4|female |White    |
|   4|female |White    |
|  43|male   |Mexican  |
|  39|male   |White    |
|  80|male   |White    |
|  71|male   |White    |
|  66|female |Black    |
|  25|female |White    |
|  14|female |White    |
|   2|male   |White    |
|  80|female |White    |
|   8|female |White    |
|  13|male   |Mexican  |
|  77|female |Black    |
|  44|female |White    |
|  80|male   |White    |
|  44|male   |Mexican  |
|  31|female |White    |
|  56|male   |White    |
|  28|female |White    |
|  67|male   |White    |
|  10|female |Mexican  |
|  38|female |Black    |
|  38|female |Black    |
|  14|female |Black    |
|  51|male   |Black    |
|  15|female |Hispanic |
|   6|male   |White    |
|   6|male   |White    |
|  30|female |White    |
|  63|female |Black    |
|  63|female |Black    |
|  52|male   |White    |
|  73|female |White    |
|  73|female |White    |
|  58|male   |Black    |
|  68|female |White    |
|  68|female |White    |
|  35|female |Black    |
|  12|female |White    |
|  53|female |White    |
|  47|female |White    |
|  47|female |White    |
|  28|female |White    |
|  34|female |White    |
|  14|male   |White    |
|  19|male   |Other    |
|  73|male   |White    |
|  26|male   |Mexican  |
|  31|female |White    |
|  31|female |White    |
|  37|female |Black    |
|  36|female |Black    |
|  13|female |Mexican  |
|  52|male   |White    |
|   3|female |Black    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  11|male   |Other    |
|  25|male   |Black    |
|  25|male   |Black    |
|  34|male   |Black    |
|   0|male   |Other    |
|  61|male   |Other    |
|   1|male   |White    |
|  19|female |White    |
|  15|male   |Black    |
|  33|female |White    |
|  29|female |White    |
|  76|female |White    |
|  18|male   |White    |
|   0|male   |Mexican  |
|  44|female |Mexican  |
|  44|female |Mexican  |
|  39|female |White    |
|   7|male   |White    |
|  23|female |White    |
|  32|male   |White    |
|  17|male   |White    |
|  17|male   |White    |
|  36|female |Black    |
|  67|female |White    |
|  67|female |White    |
|  67|female |White    |
|  80|female |White    |
|  80|female |White    |
|  77|female |White    |
|  31|male   |White    |
|  31|male   |White    |
|  53|female |Black    |
|  53|female |Black    |
|  73|male   |Mexican  |
|  50|female |White    |
|  50|female |White    |
|  19|female |White    |
|  80|female |White    |
|  55|male   |White    |
|  68|male   |White    |
|   1|male   |White    |
|  26|female |White    |
|  17|male   |Mexican  |
|  51|female |White    |
|  44|female |Black    |
|  48|female |Other    |
|  48|female |Other    |
|  16|male   |White    |
|   6|male   |Mexican  |
|  43|female |Black    |
|  16|female |Black    |
|   9|male   |White    |
|  22|male   |Other    |
|   3|female |Mexican  |
|  51|male   |Black    |
|  64|male   |Mexican  |
|  12|female |Mexican  |
|  27|female |Other    |
|  27|female |Other    |
|  12|male   |White    |
|   9|male   |Hispanic |
|  35|female |Hispanic |
|  35|female |Hispanic |
|  70|male   |White    |
|  12|female |Mexican  |
|   2|female |Mexican  |
|  72|female |White    |
|  72|female |White    |
|  20|male   |White    |
|  68|male   |Black    |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  12|female |Hispanic |
|  11|female |Black    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|   6|male   |White    |
|  23|male   |White    |
|   6|male   |Mexican  |
|  28|female |Other    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  73|female |White    |
|  80|female |White    |
|  80|female |White    |
|  36|female |White    |
|  36|female |White    |
|  36|female |White    |
|  36|female |White    |
|  80|male   |White    |
|   6|male   |White    |
|  37|male   |Other    |
|  38|male   |White    |
|   0|male   |White    |
|   0|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|   9|male   |Other    |
|  52|female |White    |
|  14|female |White    |
|  20|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  53|male   |Mexican  |
|   2|male   |Other    |
|   1|female |White    |
|   1|female |White    |
|  51|male   |Black    |
|  65|female |White    |
|  65|female |White    |
|   5|male   |White    |
|  44|female |Mexican  |
|  44|female |Mexican  |
|  14|male   |White    |
|  14|male   |White    |
|   2|male   |White    |
|  15|female |Mexican  |
|  23|female |Mexican  |
|   1|female |White    |
|  16|female |Black    |
|   1|female |White    |
|  66|male   |White    |
|  46|male   |White    |
|  53|female |White    |
|  53|female |White    |
|  59|female |White    |
|  59|female |White    |
|  69|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  10|female |Black    |
|   2|female |Other    |
|  28|female |White    |
|  55|female |Other    |
|  13|male   |White    |
|  22|female |White    |
|  72|female |White    |
|   2|female |White    |
|  44|female |White    |
|  44|female |White    |
|  25|male   |Black    |
|  52|female |White    |
|  56|female |Mexican  |
|  73|female |White    |
|   2|female |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  75|male   |White    |
|  66|male   |White    |
|  47|female |White    |
|  27|female |White    |
|  27|female |White    |
|  42|female |Mexican  |
|  22|male   |Black    |
|   2|male   |White    |
|  52|male   |White    |
|  39|male   |Mexican  |
|  26|female |White    |
|  26|female |White    |
|  13|male   |Hispanic |
|   2|male   |Other    |
|  14|male   |Other    |
|  14|male   |Other    |
|  53|male   |White    |
|  30|male   |Hispanic |
|  43|male   |White    |
|   8|male   |Black    |
|  27|male   |White    |
|  27|male   |White    |
|  55|male   |White    |
|  23|female |White    |
|  23|female |White    |
|   0|male   |Mexican  |
|   7|male   |White    |
|   1|female |Mexican  |
|  28|female |Black    |
|  51|female |Black    |
|  51|female |Black    |
|  11|male   |White    |
|  11|male   |White    |
|  80|female |White    |
|  65|female |Black    |
|  15|male   |Black    |
|  14|male   |White    |
|  34|female |Hispanic |
|  68|female |White    |
|  11|female |White    |
|  11|female |White    |
|  37|female |White    |
|   4|male   |White    |
|  47|female |Other    |
|  59|male   |White    |
|  24|male   |Mexican  |
|  53|female |Black    |
|   1|male   |White    |
|   1|male   |White    |
|  44|female |Mexican  |
|  18|male   |White    |
|  68|female |White    |
|  80|female |Other    |
|   4|female |Black    |
|   4|female |Black    |
|   4|female |Black    |
|  55|female |Other    |
|  47|female |Mexican  |
|  39|male   |White    |
|  39|male   |White    |
|  63|female |Hispanic |
|  21|female |Mexican  |
|   9|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  43|female |White    |
|   5|female |White    |
|   5|female |White    |
|  70|female |White    |
|  29|male   |Mexican  |
|  29|male   |Mexican  |
|   6|male   |White    |
|   6|male   |White    |
|  24|male   |White    |
|  80|male   |White    |
|  45|male   |Mexican  |
|  45|male   |Mexican  |
|  71|female |White    |
|  71|female |White    |
|  56|male   |Mexican  |
|  21|female |Mexican  |
|  24|male   |White    |
|   3|female |White    |
|  22|male   |Black    |
|  22|male   |Black    |
|  52|female |White    |
|  74|male   |Other    |
|  24|female |Mexican  |
|  18|female |White    |
|   0|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  16|female |White    |
|  52|female |White    |
|  26|female |White    |
|   9|female |White    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  17|female |White    |
|  17|female |White    |
|  12|male   |Black    |
|  37|male   |White    |
|  80|male   |White    |
|   6|female |White    |
|  23|female |White    |
|  23|female |White    |
|  46|female |White    |
|  46|female |White    |
|  27|female |White    |
|  74|male   |White    |
|  74|male   |White    |
|  74|male   |White    |
|  18|female |Mexican  |
|  46|male   |White    |
|  46|male   |White    |
|  14|female |Black    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  15|female |White    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  68|male   |White    |
|  37|female |White    |
|  37|female |White    |
|  68|female |White    |
|  72|male   |White    |
|  77|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  47|male   |White    |
|  11|male   |Black    |
|  40|female |White    |
|  43|male   |White    |
|  43|male   |White    |
|   6|male   |Black    |
|  25|male   |White    |
|  28|female |White    |
|  54|male   |White    |
|   7|male   |White    |
|  23|male   |Other    |
|  23|male   |Other    |
|  17|male   |White    |
|  17|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  70|female |White    |
|  70|female |White    |
|  53|male   |White    |
|  53|male   |White    |
|  80|male   |White    |
|   1|female |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  16|male   |White    |
|  59|female |White    |
|  59|female |White    |
|  46|male   |Other    |
|   8|female |White    |
|  75|female |Mexican  |
|  24|male   |Mexican  |
|  24|male   |Mexican  |
|   4|male   |Black    |
|   4|male   |Black    |
|  30|female |Mexican  |
|  30|female |Mexican  |
|  13|male   |White    |
|  13|male   |White    |
|  55|female |White    |
|  47|female |White    |
|  21|female |Black    |
|   8|female |Other    |
|  50|female |White    |
|  35|male   |White    |
|  35|male   |White    |
|  66|male   |White    |
|  66|male   |White    |
|  28|male   |Black    |
|  47|male   |White    |
|   6|male   |Mexican  |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  77|female |White    |
|  31|male   |White    |
|  59|female |Black    |
|   4|female |White    |
|  32|male   |Hispanic |
|  32|male   |Hispanic |
|  22|male   |White    |
|  28|female |Black    |
|  28|female |Black    |
|  10|female |White    |
|  10|female |White    |
|  27|female |White    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  59|female |Hispanic |
|  11|male   |Black    |
|  33|female |White    |
|  39|female |White    |
|  62|female |White    |
|  62|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  57|female |Black    |
|  51|male   |White    |
|  51|male   |White    |
|  42|male   |Black    |
|  56|male   |White    |
|  56|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  19|female |White    |
|  19|female |White    |
|  19|female |White    |
|  49|female |Mexican  |
|  43|female |White    |
|  43|female |White    |
|  17|male   |Mexican  |
|  54|male   |Mexican  |
|  30|male   |White    |
|  40|male   |White    |
|  59|male   |White    |
|  43|female |White    |
|  80|female |White    |
|  43|female |White    |
|   1|male   |Mexican  |
|  63|female |White    |
|  63|female |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  34|female |Black    |
|  67|female |White    |
|  24|female |Mexican  |
|   1|male   |Hispanic |
|  41|male   |White    |
|   0|male   |Black    |
|  40|male   |Mexican  |
|  53|male   |White    |
|  53|male   |White    |
|   1|male   |Mexican  |
|  63|female |White    |
|   6|female |White    |
|   6|male   |Other    |
|   6|male   |Other    |
|   6|male   |Other    |
|   6|male   |Other    |
|   6|male   |Other    |
|  74|male   |Mexican  |
|  31|male   |White    |
|  31|female |Mexican  |
|  20|male   |White    |
|  54|female |White    |
|  12|male   |Mexican  |
|  80|female |White    |
|  80|female |White    |
|   9|female |White    |
|  40|female |White    |
|   8|male   |Mexican  |
|  36|male   |Other    |
|  36|male   |Other    |
|  36|male   |Other    |
|  36|male   |Other    |
|  36|male   |Other    |
|  12|female |Other    |
|  12|female |Other    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  19|female |White    |
|  55|male   |White    |
|  55|male   |White    |
|  42|male   |Mexican  |
|   0|male   |Other    |
|  37|female |White    |
|  15|male   |White    |
|  20|female |Black    |
|  37|female |Mexican  |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  22|female |White    |
|  15|male   |Other    |
|  61|male   |Black    |
|  74|female |White    |
|  30|male   |Black    |
|  59|female |White    |
|  32|female |Other    |
|  20|male   |Mexican  |
|  38|male   |Other    |
|  38|female |Other    |
|  38|female |Other    |
|  40|female |Hispanic |
|  40|female |Hispanic |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  59|male   |White    |
|  60|female |White    |
|  17|female |Mexican  |
|  17|male   |Mexican  |
|  73|female |White    |
|  41|female |White    |
|  51|male   |White    |
|  79|female |White    |
|  63|male   |White    |
|  58|female |Mexican  |
|  52|female |White    |
|  52|female |White    |
|  75|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|   3|male   |White    |
|   9|male   |White    |
|  32|male   |Mexican  |
|   1|female |White    |
|  63|female |White    |
|  26|male   |Black    |
|  26|male   |Black    |
|  17|male   |White    |
|  17|male   |White    |
|  44|female |Black    |
|  43|female |White    |
|  43|female |White    |
|  15|female |Black    |
|  15|female |Black    |
|  56|female |Other    |
|   3|female |White    |
|  70|female |Black    |
|  17|male   |Mexican  |
|  80|female |White    |
|  38|female |Black    |
|  15|female |White    |
|  28|male   |Mexican  |
|  37|male   |White    |
|  37|male   |White    |
|  56|female |White    |
|  56|female |White    |
|   6|female |White    |
|   3|male   |White    |
|  72|male   |White    |
|   8|female |Black    |
|  37|male   |White    |
|  37|male   |White    |
|  20|female |Mexican  |
|  22|female |Black    |
|  22|female |Black    |
|  18|male   |Hispanic |
|  35|female |Hispanic |
|  35|female |Hispanic |
|  52|male   |White    |
|  17|female |Mexican  |
|  15|male   |White    |
|  15|male   |White    |
|  18|male   |Black    |
|  18|male   |Black    |
|  14|male   |White    |
|  80|male   |White    |
|  28|female |White    |
|  28|female |White    |
|  54|female |Black    |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  75|female |White    |
|  60|male   |White    |
|  16|male   |Mexican  |
|  30|female |Black    |
|  30|female |Black    |
|  17|male   |Mexican  |
|  17|male   |Mexican  |
|   3|female |Hispanic |
|  17|female |White    |
|  29|female |White    |
|  29|female |White    |
|  33|female |Black    |
|   8|male   |White    |
|   8|male   |White    |
|   9|male   |White    |
|  11|female |White    |
|  48|male   |Hispanic |
|  22|female |Black    |
|  31|male   |White    |
|  24|female |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  35|female |White    |
|  35|female |White    |
|  41|male   |White    |
|  31|male   |Mexican  |
|  31|male   |Mexican  |
|  52|female |Black    |
|  50|male   |Other    |
|  41|female |White    |
|  30|male   |Mexican  |
|  30|male   |Mexican  |
|  14|female |Mexican  |
|  14|female |Mexican  |
|  29|male   |Hispanic |
|  16|male   |White    |
|  16|male   |White    |
|   0|female |Black    |
|  29|male   |Other    |
|  29|male   |Other    |
|  29|male   |Other    |
|  45|male   |Hispanic |
|  45|male   |Hispanic |
|  61|female |Mexican  |
|  40|male   |Mexican  |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  60|female |Black    |
|  20|male   |Mexican  |
|  79|male   |Mexican  |
|  80|female |White    |
|  13|male   |Black    |
|  20|female |White    |
|  20|female |White    |
|  46|female |White    |
|  46|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  62|female |Black    |
|   8|female |Other    |
|   8|female |Other    |
|  39|male   |Black    |
|  40|male   |White    |
|  43|female |White    |
|  40|male   |White    |
|   0|female |White    |
|  17|female |Mexican  |
|  52|male   |Hispanic |
|  44|female |White    |
|  38|female |White    |
|   0|female |Mexican  |
|  25|male   |Black    |
|  25|male   |Black    |
|  25|male   |Black    |
|  49|female |White    |
|  62|male   |White    |
|  27|male   |White    |
|   7|male   |Mexican  |
|  80|female |White    |
|  28|female |Mexican  |
|   9|female |White    |
|  37|male   |Hispanic |
|  37|male   |Hispanic |
|  73|male   |White    |
|  68|female |Black    |
|  47|female |White    |
|  75|female |White    |
|  18|male   |White    |
|   9|female |Hispanic |
|   7|female |Mexican  |
|  10|female |Black    |
|  65|male   |White    |
|  65|male   |White    |
|  62|male   |White    |
|  47|female |White    |
|  22|female |Black    |
|   7|female |White    |
|   7|female |White    |
|  11|female |White    |
|  47|female |Other    |
|   7|female |White    |
|   9|male   |White    |
|  34|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|   5|female |White    |
|  48|female |White    |
|  35|female |Black    |
|  33|female |Other    |
|  33|female |Other    |
|  33|female |Other    |
|  43|female |Black    |
|  55|male   |White    |
|  19|male   |Mexican  |
|  67|male   |Black    |
|  71|male   |White    |
|  64|female |White    |
|  64|female |White    |
|  34|male   |Mexican  |
|  15|female |White    |
|  64|male   |White    |
|  29|female |White    |
|  29|female |White    |
|  29|male   |Mexican  |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  23|female |Black    |
|  25|male   |Mexican  |
|  25|male   |Mexican  |
|  30|male   |Mexican  |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|   2|female |Mexican  |
|   6|female |Mexican  |
|   6|female |Mexican  |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  16|female |White    |
|  26|female |Other    |
|  16|male   |Mexican  |
|  80|male   |White    |
|   6|female |White    |
|  17|male   |Hispanic |
|  47|female |Black    |
|  29|male   |Mexican  |
|  49|female |White    |
|  49|female |White    |
|   5|female |White    |
|  18|male   |White    |
|  67|female |White    |
|  67|female |White    |
|   8|male   |Mexican  |
|  77|female |White    |
|  77|female |White    |
|  77|female |White    |
|   6|female |Mexican  |
|   6|female |Mexican  |
|  23|female |White    |
|   4|male   |Other    |
|   4|male   |Other    |
|  42|female |Other    |
|  42|female |Other    |
|  42|female |Other    |
|  57|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|  43|female |Black    |
|  56|female |White    |
|  56|female |White    |
|   5|male   |Hispanic |
|  57|male   |White    |
|  20|female |White    |
|  16|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  45|male   |Mexican  |
|  50|female |Black    |
|  39|male   |Mexican  |
|  50|male   |White    |
|  50|male   |White    |
|   0|male   |White    |
|  48|female |Mexican  |
|   3|female |Hispanic |
|   7|male   |Black    |
|   0|male   |White    |
|  45|male   |Other    |
|  34|female |White    |
|  20|male   |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  13|female |Mexican  |
|  28|male   |Black    |
|  15|male   |Black    |
|  11|female |Black    |
|   3|female |White    |
|   9|male   |Black    |
|   3|female |Black    |
|  55|female |Black    |
|   6|male   |White    |
|   6|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|  27|female |White    |
|  18|female |Mexican  |
|   1|female |White    |
|  76|male   |White    |
|  76|male   |White    |
|  14|female |White    |
|   3|female |Mexican  |
|  37|female |White    |
|  10|female |White    |
|  27|female |White    |
|   7|male   |White    |
|  64|female |Black    |
|  22|male   |Other    |
|  22|male   |Other    |
|  22|male   |Other    |
|  13|female |Hispanic |
|  52|male   |Mexican  |
|   9|male   |White    |
|  11|male   |Mexican  |
|  20|male   |White    |
|   7|female |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  46|female |White    |
|  10|female |White    |
|  47|male   |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  71|female |Hispanic |
|  51|female |Other    |
|  51|female |Other    |
|  63|male   |Mexican  |
|  29|male   |White    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  50|female |White    |
|  43|female |White    |
|  71|male   |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  30|male   |Black    |
|  72|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  46|female |White    |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  31|female |Mexican  |
|  65|male   |Black    |
|  33|male   |Hispanic |
|  43|male   |Black    |
|  28|female |Black    |
|  28|female |Black    |
|  52|female |White    |
|  52|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  21|female |Black    |
|  21|female |Black    |
|   1|male   |Mexican  |
|  63|male   |White    |
|  29|male   |White    |
|  51|female |Mexican  |
|  33|female |Black    |
|  15|female |White    |
|  43|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|   1|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  19|female |Hispanic |
|  21|female |Mexican  |
|  12|male   |Mexican  |
|  15|male   |White    |
|  15|male   |White    |
|  15|male   |White    |
|  61|female |White    |
|  61|female |White    |
|  68|male   |White    |
|  68|male   |White    |
|  30|female |White    |
|  24|male   |Other    |
|  49|male   |Other    |
|  49|male   |Other    |
|  53|female |White    |
|  50|male   |White    |
|  47|male   |Mexican  |
|   7|female |White    |
|   7|female |White    |
|   7|female |White    |
|  61|male   |White    |
|  33|female |White    |
|  72|female |White    |
|  72|female |White    |
|  73|male   |Black    |
|  73|male   |Black    |
|  34|male   |Hispanic |
|  36|female |White    |
|  36|female |White    |
|  36|female |White    |
|  20|male   |Hispanic |
|  15|male   |Mexican  |
|  15|male   |White    |
|  41|male   |Mexican  |
|  37|male   |Black    |
|  11|male   |White    |
|  26|female |Hispanic |
|   2|female |White    |
|  24|male   |White    |
|  43|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  39|female |White    |
|  16|female |White    |
|  70|female |White    |
|  28|male   |Mexican  |
|  75|female |White    |
|  64|male   |Mexican  |
|  80|female |White    |
|  34|male   |White    |
|  80|female |White    |
|  26|male   |White    |
|  21|female |White    |
|  41|female |White    |
|  31|female |Hispanic |
|  43|male   |White    |
|  43|male   |White    |
|  17|male   |White    |
|  45|female |Hispanic |
|  54|male   |White    |
|  54|male   |White    |
|  26|male   |Hispanic |
|  41|male   |Black    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  13|male   |Black    |
|  13|male   |Black    |
|  28|male   |White    |
|  28|male   |White    |
|   1|female |White    |
|  26|female |Other    |
|  49|female |White    |
|  49|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  35|male   |Mexican  |
|  19|male   |Black    |
|  13|male   |White    |
|  10|female |Mexican  |
|  25|female |Black    |
|  47|male   |White    |
|   6|male   |Black    |
|  23|female |White    |
|  60|female |White    |
|  60|female |White    |
|  79|male   |White    |
|  41|male   |Mexican  |
|  48|male   |White    |
|  15|male   |White    |
|  62|male   |White    |
|  41|female |White    |
|  41|female |White    |
|  36|female |White    |
|  67|male   |White    |
|  19|female |White    |
|  78|female |White    |
|  49|female |White    |
|  66|female |White    |
|  15|male   |Black    |
|  80|female |Mexican  |
|  34|female |Black    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  23|female |Mexican  |
|  23|female |Mexican  |
|  64|male   |White    |
|   2|female |White    |
|  11|female |White    |
|  23|female |Mexican  |
|   6|male   |White    |
|  12|male   |Other    |
|  59|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  10|female |White    |
|  63|female |White    |
|  66|male   |Other    |
|  32|female |Hispanic |
|  43|male   |White    |
|  58|female |White    |
|  58|female |White    |
|  11|male   |White    |
|  65|female |Hispanic |
|  40|male   |White    |
|  40|male   |White    |
|  50|female |White    |
|   5|female |Black    |
|   5|female |Black    |
|  36|female |White    |
|  36|female |White    |
|  21|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  18|male   |White    |
|  11|male   |White    |
|  13|female |Mexican  |
|  67|male   |Other    |
|  53|female |White    |
|  53|female |White    |
|  38|male   |Hispanic |
|  60|male   |Black    |
|  24|male   |Other    |
|  78|male   |White    |
|  78|male   |White    |
|  78|male   |White    |
|  12|female |White    |
|  12|female |White    |
|   9|female |White    |
|   9|female |White    |
|  39|male   |White    |
|  77|female |White    |
|  13|female |Other    |
|  46|male   |Black    |
|  57|female |Hispanic |
|  55|female |White    |
|  55|female |White    |
|  55|female |White    |
|  15|female |White    |
|  40|male   |Mexican  |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  62|female |Black    |
|  33|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|   8|female |Hispanic |
|   0|female |White    |
|  60|male   |Mexican  |
|  71|female |White    |
|  71|female |White    |
|   4|female |White    |
|  30|female |White    |
|  31|female |White    |
|   4|female |White    |
|  54|female |White    |
|   4|male   |White    |
|  59|female |White    |
|  40|female |White    |
|  70|female |Other    |
|  70|female |Other    |
|  40|female |White    |
|  40|female |White    |
|  40|female |White    |
|  24|male   |White    |
|  39|female |Black    |
|  39|female |Black    |
|  39|female |Black    |
|  24|male   |White    |
|  37|male   |White    |
|   2|female |Mexican  |
|   0|female |Other    |
|  80|female |Black    |
|  60|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  69|female |White    |
|  69|female |White    |
|  69|female |White    |
|   2|male   |White    |
|   2|male   |White    |
|  10|male   |Mexican  |
|  12|male   |Black    |
|  24|female |White    |
|  37|male   |Mexican  |
|  23|female |White    |
|  23|female |White    |
|  54|male   |White    |
|  47|male   |White    |
|  11|male   |Hispanic |
|  11|male   |Hispanic |
|  15|male   |White    |
|  29|female |White    |
|  29|female |White    |
|  29|female |White    |
|  29|female |White    |
|  67|male   |White    |
|  67|male   |White    |
|  65|male   |Mexican  |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  17|female |White    |
|  17|female |White    |
|  11|female |Mexican  |
|   1|male   |White    |
|  78|female |White    |
|  69|female |White    |
|  35|female |White    |
|  24|female |Black    |
|  24|female |Black    |
|  79|female |White    |
|  79|female |White    |
|  79|female |White    |
|  31|male   |White    |
|  64|female |White    |
|  11|male   |Other    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  71|female |Black    |
|  52|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  76|male   |White    |
|  27|male   |Other    |
|  52|female |Other    |
|  35|male   |Mexican  |
|  35|male   |Mexican  |
|  22|male   |White    |
|  19|female |White    |
|  19|female |White    |
|  17|female |White    |
|  19|male   |White    |
|   4|female |White    |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  67|male   |White    |
|  67|male   |White    |
|  22|female |Hispanic |
|  80|male   |Mexican  |
|   4|female |Black    |
|  25|male   |White    |
|  25|male   |White    |
|  30|female |White    |
|  22|male   |White    |
|  22|male   |White    |
|  47|male   |Hispanic |
|  36|female |Black    |
|  52|female |White    |
|   8|male   |White    |
|  11|female |Mexican  |
|  63|male   |Black    |
|  63|male   |Black    |
|  35|female |White    |
|  14|male   |Black    |
|   2|male   |Mexican  |
|   3|male   |White    |
|  43|female |Hispanic |
|  11|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  29|male   |Black    |
|  61|female |White    |
|  30|female |White    |
|  30|female |White    |
|  29|male   |White    |
|  55|female |Other    |
|  36|male   |Mexican  |
|  36|male   |Mexican  |
|  31|female |Other    |
|  31|female |Other    |
|  31|female |Other    |
|  31|female |Other    |
|  12|female |Black    |
|  30|female |Mexican  |
|  33|male   |Black    |
|  33|male   |Black    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  64|male   |White    |
|  41|female |Other    |
|  41|female |Other    |
|  45|female |Other    |
|  75|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|   9|female |White    |
|  17|female |White    |
|   0|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  38|male   |Mexican  |
|  38|male   |Mexican  |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|   6|male   |White    |
|  10|male   |White    |
|  10|male   |White    |
|  10|male   |White    |
|  14|male   |White    |
|  22|female |White    |
|  48|female |Mexican  |
|  39|female |Mexican  |
|  39|female |Mexican  |
|  62|female |Black    |
|  72|male   |Black    |
|  42|female |White    |
|  42|female |White    |
|   1|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|   7|male   |Black    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|   4|male   |White    |
|  49|female |Black    |
|  43|male   |White    |
|  53|female |White    |
|  39|female |White    |
|  66|male   |Other    |
|  53|male   |White    |
|   4|male   |Black    |
|  56|male   |Mexican  |
|   1|male   |Other    |
|  18|female |White    |
|  68|male   |White    |
|  53|male   |White    |
|  68|female |White    |
|  15|female |White    |
|  71|female |White    |
|   6|male   |White    |
|  27|male   |Hispanic |
|  27|male   |Hispanic |
|  54|female |Black    |
|  55|female |Hispanic |
|   0|female |White    |
|  49|male   |White    |
|  49|male   |White    |
|  73|female |White    |
|  73|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  30|male   |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|   0|female |White    |
|  48|male   |White    |
|  61|female |White    |
|  61|female |White    |
|  17|male   |Black    |
|  28|male   |Black    |
|  80|female |White    |
|   6|female |Mexican  |
|  51|male   |Black    |
|  40|female |White    |
|  40|female |White    |
|  40|female |White    |
|  14|male   |Black    |
|  25|female |White    |
|  29|female |Black    |
|   9|female |Black    |
|  60|female |White    |
|  60|female |White    |
|  12|female |Mexican  |
|  32|female |Other    |
|  32|female |Other    |
|  75|female |White    |
|  20|male   |Black    |
|  20|male   |Black    |
|   6|male   |White    |
|  55|male   |Mexican  |
|  55|male   |Mexican  |
|  71|male   |White    |
|  14|male   |Black    |
|  31|male   |White    |
|  47|female |White    |
|  11|female |Black    |
|  25|male   |Black    |
|  57|female |Other    |
|  50|male   |White    |
|  56|female |White    |
|  65|female |Other    |
|  39|male   |White    |
|  25|male   |Mexican  |
|   8|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  10|male   |White    |
|   4|female |White    |
|   4|female |White    |
|  38|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  54|male   |White    |
|  10|female |White    |
|  10|female |White    |
|  33|male   |Mexican  |
|  80|male   |White    |
|  56|female |Black    |
|  59|female |White    |
|  29|female |White    |
|  22|male   |Mexican  |
|  23|female |Hispanic |
|  80|female |White    |
|  47|male   |White    |
|  80|male   |White    |
|   9|female |White    |
|  56|male   |Black    |
|  56|male   |Black    |
|   5|male   |White    |
|   3|male   |White    |
|  36|male   |White    |
|   4|female |Hispanic |
|   2|male   |Mexican  |
|  39|male   |White    |
|  72|female |White    |
|  69|male   |White    |
|  39|male   |White    |
|  11|female |White    |
|  11|female |White    |
|  16|female |White    |
|  25|male   |White    |
|  31|male   |Hispanic |
|  15|female |White    |
|   2|male   |Other    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  65|male   |White    |
|   7|male   |Mexican  |
|  32|female |Black    |
|  45|female |White    |
|  40|male   |Mexican  |
|  15|male   |White    |
|  15|male   |White    |
|   0|male   |Mexican  |
|  28|male   |Hispanic |
|  37|female |Mexican  |
|  37|female |Mexican  |
|  60|female |White    |
|   1|female |White    |
|  26|female |Hispanic |
|  26|female |Hispanic |
|  26|female |Hispanic |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|   1|male   |Mexican  |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  71|male   |White    |
|  37|male   |White    |
|  32|female |White    |
|  47|female |White    |
|  13|male   |White    |
|  26|male   |Hispanic |
|   4|female |Mexican  |
|  33|male   |White    |
|  40|male   |Hispanic |
|  40|male   |Hispanic |
|  57|female |White    |
|  39|male   |Other    |
|  39|male   |Other    |
|  33|male   |White    |
|  17|female |Black    |
|  63|female |Black    |
|  63|female |Black    |
|  37|male   |Mexican  |
|  17|male   |White    |
|  17|male   |White    |
|  17|female |Other    |
|  17|female |Other    |
|   9|male   |White    |
|   7|female |White    |
|  28|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  62|male   |White    |
|  41|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  39|female |Mexican  |
|  26|male   |White    |
|  26|male   |White    |
|  11|female |Other    |
|  59|male   |Other    |
|  60|female |White    |
|  60|female |White    |
|  64|male   |Black    |
|  19|male   |Mexican  |
|  19|male   |Black    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  50|female |Mexican  |
|  80|male   |Black    |
|  15|male   |Hispanic |
|  74|female |White    |
|  61|male   |White    |
|  79|female |Other    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|   6|female |White    |
|  59|male   |Black    |
|  39|male   |White    |
|   5|male   |Mexican  |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  11|male   |White    |
|  66|male   |Black    |
|  38|male   |White    |
|  38|male   |White    |
|   3|male   |Black    |
|   3|male   |Black    |
|  80|female |White    |
|  39|female |Mexican  |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  54|female |White    |
|  15|female |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  80|female |Mexican  |
|  62|female |Black    |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  48|male   |Hispanic |
|   1|female |White    |
|  52|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  20|male   |Mexican  |
|  41|female |White    |
|  41|female |White    |
|  72|female |Black    |
|  72|female |Black    |
|  43|male   |White    |
|  80|female |White    |
|   7|male   |Mexican  |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|   0|female |White    |
|  16|male   |Black    |
|  54|female |White    |
|   9|male   |White    |
|   9|male   |White    |
|   6|female |Hispanic |
|  28|female |White    |
|  74|female |White    |
|   6|male   |Other    |
|  32|female |Hispanic |
|  40|female |Mexican  |
|  57|male   |White    |
|  57|male   |White    |
|  17|female |Hispanic |
|  24|female |Black    |
|  31|female |Black    |
|  31|female |Black    |
|  31|female |Black    |
|  21|female |White    |
|  58|female |Mexican  |
|  22|female |White    |
|   1|male   |White    |
|  54|female |Other    |
|  28|male   |Mexican  |
|  67|male   |White    |
|  14|female |Mexican  |
|  54|male   |White    |
|  54|male   |White    |
|  20|female |White    |
|  20|female |White    |
|  20|female |White    |
|   6|female |Other    |
|  55|female |White    |
|  55|female |White    |
|  54|female |Other    |
|   7|male   |Mexican  |
|  66|male   |White    |
|  25|female |Mexican  |
|   7|male   |Black    |
|   9|female |Black    |
|  14|male   |Mexican  |
|  47|male   |Black    |
|  29|male   |Black    |
|  29|male   |Black    |
|   0|female |White    |
|  54|female |Black    |
|  11|female |White    |
|   1|female |Black    |
|  54|female |White    |
|  54|female |White    |
|  36|female |Other    |
|  60|male   |Black    |
|  80|male   |White    |
|  60|female |White    |
|  60|female |White    |
|  43|female |White    |
|   5|male   |White    |
|  46|female |Other    |
|  37|female |White    |
|  75|male   |White    |
|  58|female |White    |
|  58|female |White    |
|  78|female |White    |
|  33|female |Other    |
|  33|female |Other    |
|  33|female |Other    |
|   3|male   |Black    |
|  13|male   |White    |
|  16|female |White    |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  63|female |Black    |
|   6|female |White    |
|  55|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  44|female |Mexican  |
|  28|male   |White    |
|  73|female |White    |
|  73|female |White    |
|  32|male   |Hispanic |
|   8|female |Black    |
|   8|female |Black    |
|  40|male   |White    |
|  40|male   |White    |
|  13|male   |White    |
|   2|male   |White    |
|  43|male   |Black    |
|  28|female |White    |
|  28|female |White    |
|  28|female |White    |
|  28|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  21|male   |Mexican  |
|  30|female |Mexican  |
|  30|female |Mexican  |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|  38|female |Hispanic |
|  38|female |Hispanic |
|  62|female |White    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  19|male   |White    |
|  47|male   |Other    |
|  32|male   |White    |
|  32|male   |White    |
|  48|male   |Black    |
|  48|female |Black    |
|  80|male   |White    |
|  33|female |Black    |
|  33|female |Black    |
|  80|male   |Mexican  |
|   9|female |Mexican  |
|  12|male   |Hispanic |
|  25|female |Black    |
|  14|female |Mexican  |
|  26|male   |Black    |
|  19|male   |Other    |
|  19|male   |Other    |
|  31|female |White    |
|  34|male   |White    |
|  34|male   |White    |
|  44|female |White    |
|   0|female |White    |
|  40|male   |White    |
|   8|male   |Hispanic |
|  33|female |Other    |
|  61|male   |Black    |
|   2|female |White    |
|  50|male   |Other    |
|  40|female |White    |
|   2|male   |White    |
|  20|female |White    |
|  20|female |White    |
|  20|female |White    |
|   3|male   |White    |
|   1|male   |Mexican  |
|   1|male   |Mexican  |
|  61|female |White    |
|  16|female |Mexican  |
|  16|female |Mexican  |
|   1|female |White    |
|   1|female |White    |
|  24|male   |White    |
|  24|male   |White    |
|   8|female |White    |
|   8|female |White    |
|   2|female |Other    |
|  48|female |White    |
|  17|female |White    |
|  17|female |White    |
|   8|female |Black    |
|  41|male   |White    |
|  49|female |White    |
|   1|male   |White    |
|  62|female |Other    |
|  76|female |White    |
|  12|female |White    |
|  12|female |White    |
|  62|female |Black    |
|  56|male   |White    |
|   2|female |White    |
|  41|male   |White    |
|  61|male   |White    |
|  18|female |White    |
|  41|female |White    |
|  80|male   |White    |
|  23|male   |White    |
|  52|female |White    |
|  17|female |White    |
|  31|female |Mexican  |
|  71|male   |White    |
|  71|male   |White    |
|  47|female |White    |
|   2|male   |Mexican  |
|   4|male   |Mexican  |
|  63|male   |Other    |
|  29|male   |Other    |
|  14|female |White    |
|  50|female |Other    |
|  50|female |Other    |
|  50|female |Other    |
|  45|female |White    |
|  50|male   |Mexican  |
|   1|male   |White    |
|  39|male   |White    |
|  38|female |Mexican  |
|  44|male   |White    |
|  53|male   |White    |
|  65|female |Black    |
|  59|female |White    |
|   6|female |White    |
|  20|male   |White    |
|  45|female |Black    |
|   3|female |Black    |
|  50|female |White    |
|   0|male   |Hispanic |
|   0|male   |Hispanic |
|  75|male   |White    |
|  80|female |White    |
|  38|male   |White    |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  49|female |Mexican  |
|  41|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  61|male   |White    |
|   2|male   |White    |
|   3|male   |Mexican  |
|   9|female |White    |
|   9|female |White    |
|  57|female |White    |
|   4|male   |Other    |
|   5|male   |Black    |
|   5|male   |Black    |
|  76|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  36|female |Black    |
|  36|female |Black    |
|   9|female |White    |
|  53|female |White    |
|  53|female |White    |
|  47|male   |Other    |
|  47|male   |Other    |
|  47|male   |Other    |
|  39|female |White    |
|  59|male   |Black    |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  55|male   |Black    |
|   9|male   |Black    |
|   9|male   |Black    |
|   8|male   |Hispanic |
|   1|male   |White    |
|   2|female |Other    |
|   1|male   |White    |
|   1|male   |White    |
|  13|male   |Mexican  |
|   6|female |Black    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  22|male   |White    |
|  32|female |Mexican  |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|   0|male   |White    |
|   0|male   |White    |
|  67|female |White    |
|  23|male   |Black    |
|  44|female |White    |
|  38|male   |Hispanic |
|  69|female |White    |
|  69|female |White    |
|   3|female |Other    |
|  31|female |Mexican  |
|  18|female |White    |
|   6|female |White    |
|   6|female |White    |
|   1|male   |Black    |
|  44|female |White    |
|  44|female |White    |
|  11|male   |Mexican  |
|  11|male   |Mexican  |
|  35|female |White    |
|  35|female |White    |
|   8|male   |White    |
|   3|female |White    |
|  26|male   |White    |
|  26|male   |White    |
|  40|female |White    |
|  40|female |White    |
|  37|female |Mexican  |
|  52|female |White    |
|  20|female |Other    |
|  20|female |Other    |
|  20|female |Other    |
|  18|female |Other    |
|  17|male   |Hispanic |
|   7|male   |Mexican  |
|  23|female |White    |
|   1|female |White    |
|  24|female |White    |
|  18|female |Black    |
|  76|female |Black    |
|  32|female |Mexican  |
|  66|male   |White    |
|  66|male   |White    |
|  56|male   |Mexican  |
|  41|male   |Other    |
|  11|male   |Mexican  |
|   4|female |White    |
|   4|female |White    |
|  35|female |Hispanic |
|  41|male   |Black    |
|   8|male   |Black    |
|  80|male   |White    |
|  63|male   |Hispanic |
|  50|female |White    |
|  50|female |White    |
|  45|male   |White    |
|  38|female |White    |
|  13|female |Hispanic |
|  39|male   |White    |
|  39|male   |White    |
|  79|female |White    |
|  39|male   |Black    |
|  30|male   |White    |
|  35|male   |Mexican  |
|  49|female |Black    |
|  67|female |White    |
|  67|female |White    |
|  67|female |White    |
|  39|female |White    |
|   1|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  53|female |White    |
|  53|female |White    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  21|female |Black    |
|  21|female |Black    |
|  80|female |Other    |
|  42|male   |Mexican  |
|  27|female |White    |
|  74|male   |White    |
|  23|female |White    |
|  62|female |Hispanic |
|  80|female |White    |
|  13|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  30|male   |Hispanic |
|  18|male   |White    |
|  18|male   |White    |
|  79|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|   2|male   |White    |
|  40|male   |Black    |
|  40|male   |Black    |
|   7|female |Mexican  |
|   7|female |Mexican  |
|  27|female |Black    |
|  48|male   |White    |
|  48|male   |White    |
|  70|male   |Hispanic |
|  66|female |White    |
|  66|female |White    |
|  19|male   |White    |
|  28|male   |Hispanic |
|  28|female |Mexican  |
|  56|female |Mexican  |
|  34|male   |Mexican  |
|  41|female |Hispanic |
|  80|female |White    |
|  44|female |White    |
|  77|female |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  44|female |White    |
|  27|female |Black    |
|  27|female |Black    |
|  18|female |Mexican  |
|  12|female |Other    |
|  74|male   |White    |
|  38|male   |White    |
|  45|female |White    |
|   1|female |Hispanic |
|  52|male   |Black    |
|   3|female |Other    |
|   2|male   |Black    |
|  22|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  16|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  25|female |White    |
|  42|male   |Mexican  |
|  59|male   |White    |
|   3|male   |White    |
|  29|male   |Mexican  |
|  19|male   |White    |
|   5|male   |Black    |
|  31|female |Black    |
|  71|female |White    |
|  71|female |White    |
|  71|female |White    |
|  29|male   |Other    |
|  29|male   |Other    |
|   6|female |White    |
|  28|female |White    |
|  76|female |Black    |
|  64|male   |White    |
|  64|male   |White    |
|  56|female |Mexican  |
|  20|female |White    |
|  20|female |White    |
|  20|female |White    |
|  16|female |White    |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  61|male   |White    |
|   3|male   |Mexican  |
|   3|male   |Mexican  |
|  16|female |White    |
|  39|female |White    |
|  39|female |White    |
|  30|male   |Mexican  |
|  30|male   |Mexican  |
|  48|female |Black    |
|   5|female |White    |
|   5|female |White    |
|   5|female |Hispanic |
|  24|male   |White    |
|   4|male   |Mexican  |
|  65|female |Mexican  |
|  49|male   |Mexican  |
|  49|male   |Mexican  |
|  80|male   |White    |
|  56|male   |Black    |
|  56|male   |Black    |
|  65|male   |White    |
|  13|male   |White    |
|  80|female |White    |
|   4|male   |White    |
|  12|female |White    |
|  15|male   |White    |
|  15|male   |White    |
|  15|male   |White    |
|  53|male   |Hispanic |
|  53|male   |Mexican  |
|   2|female |Other    |
|  56|male   |Mexican  |
|  41|female |White    |
|  41|female |White    |
|  32|female |White    |
|  24|female |Black    |
|  32|male   |White    |
|  58|female |White    |
|  11|female |White    |
|  50|male   |Mexican  |
|  49|female |Mexican  |
|   2|male   |Mexican  |
|  29|female |Black    |
|  63|male   |Black    |
|  45|male   |Mexican  |
|  46|male   |Mexican  |
|  30|male   |Mexican  |
|  33|female |Hispanic |
|  33|female |Hispanic |
|  31|female |Black    |
|  31|female |Black    |
|  31|female |Black    |
|  17|female |White    |
|  11|female |White    |
|  11|female |White    |
|   2|male   |White    |
|   2|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  31|male   |White    |
|  31|male   |White    |
|   9|female |Hispanic |
|  24|female |White    |
|  80|female |Black    |
|  10|female |Black    |
|  59|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  40|female |Black    |
|  44|male   |White    |
|  44|male   |White    |
|  66|female |White    |
|  66|female |White    |
|  66|female |White    |
|  69|female |White    |
|  39|female |Other    |
|   2|female |White    |
|  42|male   |Mexican  |
|  19|female |White    |
|  45|male   |White    |
|  80|female |White    |
|  28|male   |White    |
|   2|male   |White    |
|   2|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  61|male   |White    |
|  32|female |White    |
|  32|female |White    |
|  18|male   |White    |
|  68|male   |Mexican  |
|  65|male   |White    |
|   2|female |Other    |
|  50|female |White    |
|  17|male   |White    |
|  67|male   |Other    |
|  67|male   |Other    |
|  28|female |White    |
|  55|male   |White    |
|  46|female |White    |
|  39|male   |White    |
|  43|male   |Mexican  |
|   0|male   |Mexican  |
|  39|female |White    |
|  15|female |Hispanic |
|  20|male   |White    |
|  77|male   |White    |
|  77|male   |White    |
|  49|male   |Black    |
|  49|male   |Black    |
|  49|male   |Black    |
|  33|female |Black    |
|  27|male   |Black    |
|  48|female |White    |
|  61|male   |White    |
|  61|male   |White    |
|  34|male   |White    |
|  41|female |White    |
|  19|male   |White    |
|  19|male   |White    |
|  78|male   |Hispanic |
|  64|female |Hispanic |
|  49|female |Other    |
|  33|female |Black    |
|  26|male   |Mexican  |
|   4|male   |Other    |
|  40|male   |White    |
|  10|male   |Other    |
|  34|female |Black    |
|   5|male   |White    |
|   5|male   |White    |
|   9|female |Mexican  |
|   6|male   |White    |
|  45|female |White    |
|  14|male   |Mexican  |
|  68|male   |White    |
|  69|male   |Black    |
|  58|female |Other    |
|  58|female |Other    |
|  80|female |White    |
|  41|female |Other    |
|  26|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  24|male   |Other    |
|  24|male   |Other    |
|  65|male   |Other    |
|   0|male   |White    |
|  48|female |White    |
|  55|female |Black    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  17|female |White    |
|  13|male   |White    |
|  13|male   |White    |
|  51|female |Mexican  |
|  22|male   |White    |
|  80|male   |White    |
|   9|male   |Mexican  |
|  39|female |Black    |
|  39|female |Black    |
|  49|male   |Hispanic |
|  80|female |White    |
|  30|male   |White    |
|  30|male   |White    |
|  48|male   |Black    |
|  26|male   |White    |
|  24|male   |White    |
|   2|male   |Black    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  38|female |Hispanic |
|  49|male   |White    |
|  49|male   |White    |
|  28|female |White    |
|  46|male   |White    |
|  46|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  34|male   |White    |
|   3|male   |Mexican  |
|   8|female |Mexican  |
|   0|male   |Mexican  |
|  23|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  33|female |White    |
|  56|female |White    |
|  17|female |Black    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  79|female |Black    |
|  40|female |White    |
|  40|female |White    |
|  28|male   |White    |
|  19|female |Other    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  30|male   |Black    |
|  27|female |Mexican  |
|  64|female |White    |
|  64|female |White    |
|  57|female |White    |
|   5|male   |White    |
|  19|female |White    |
|  56|female |Black    |
|  34|male   |White    |
|  49|male   |Black    |
|  53|male   |Hispanic |
|  50|female |Black    |
|  63|female |Other    |
|  16|female |Hispanic |
|  17|female |Other    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  56|male   |Black    |
|  56|male   |Black    |
|  74|female |White    |
|  74|female |White    |
|  25|male   |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  39|female |Hispanic |
|  17|female |Mexican  |
|  33|female |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  34|male   |Mexican  |
|  79|female |White    |
|  19|female |White    |
|  60|male   |White    |
|  60|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  16|male   |White    |
|  41|male   |Other    |
|  68|male   |White    |
|  67|male   |White    |
|  67|male   |White    |
|  67|male   |White    |
|  67|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  66|female |White    |
|  74|female |White    |
|  19|female |Black    |
|  21|female |Black    |
|  29|male   |Other    |
|  80|female |Black    |
|  39|female |Mexican  |
|   3|male   |White    |
|  62|female |Black    |
|  63|female |Black    |
|  31|female |Mexican  |
|  31|female |Mexican  |
|  80|male   |White    |
|  43|female |White    |
|  69|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  36|female |White    |
|  36|female |White    |
|  15|female |White    |
|  15|female |White    |
|  29|female |White    |
|  40|male   |Hispanic |
|  33|male   |Other    |
|  33|male   |Other    |
|   1|male   |White    |
|  45|male   |White    |
|   0|male   |White    |
|  30|male   |Black    |
|  30|male   |Black    |
|  30|male   |Black    |
|  55|female |White    |
|  48|male   |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  32|male   |White    |
|  52|male   |White    |
|   9|female |White    |
|   7|female |White    |
|  72|male   |White    |
|  38|female |White    |
|  38|female |White    |
|  30|female |Hispanic |
|  30|female |Hispanic |
|  30|female |Hispanic |
|  12|male   |Black    |
|  12|female |White    |
|  12|female |White    |
|  12|female |White    |
|   4|female |White    |
|  65|female |White    |
|   0|male   |Other    |
|  56|female |Black    |
|  15|male   |White    |
|  15|male   |White    |
|  15|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|   7|female |White    |
|   7|female |Mexican  |
|  21|female |White    |
|  21|female |White    |
|  54|male   |White    |
|  77|female |White    |
|  77|female |White    |
|  21|female |White    |
|  46|female |Hispanic |
|  16|male   |Black    |
|   2|male   |White    |
|  44|male   |Mexican  |
|  57|male   |White    |
|   9|female |Other    |
|  41|female |Hispanic |
|  34|male   |White    |
|  34|male   |White    |
|  58|male   |White    |
|  61|male   |White    |
|  31|female |Black    |
|   2|female |Other    |
|  26|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|   2|male   |White    |
|   7|female |Black    |
|   1|female |Hispanic |
|  56|female |White    |
|  29|female |Other    |
|  28|female |Mexican  |
|  53|female |White    |
|  10|female |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  80|male   |White    |
|  41|female |Other    |
|   0|male   |White    |
|   5|female |Other    |
|  70|female |Other    |
|  13|female |Hispanic |
|  52|male   |Hispanic |
|  52|male   |Hispanic |
|  16|female |Hispanic |
|  15|male   |Black    |
|  37|male   |White    |
|  47|male   |Mexican  |
|  67|female |White    |
|  49|male   |White    |
|  49|male   |White    |
|  17|female |Black    |
|  78|female |White    |
|  78|female |White    |
|  41|male   |Black    |
|   2|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  22|female |White    |
|  22|female |White    |
|  22|female |White    |
|  22|female |White    |
|  52|male   |White    |
|  23|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|  28|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  15|female |Mexican  |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  57|female |Black    |
|  44|female |White    |
|  44|female |White    |
|  72|female |White    |
|  72|female |White    |
|   0|male   |White    |
|  28|female |Mexican  |
|  30|male   |White    |
|  30|male   |White    |
|  26|female |Other    |
|  53|male   |Other    |
|  54|male   |Other    |
|  19|female |Mexican  |
|  19|female |Mexican  |
|  41|male   |White    |
|  41|male   |White    |
|  31|female |White    |
|  44|female |White    |
|  44|female |White    |
|  15|male   |White    |
|  15|male   |White    |
|  42|male   |Black    |
|  54|male   |White    |
|  54|male   |White    |
|  50|female |Mexican  |
|  54|male   |White    |
|  54|male   |White    |
|  22|female |Hispanic |
|  59|female |White    |
|  51|female |Black    |
|  72|female |Mexican  |
|  51|female |White    |
|  51|female |White    |
|   0|female |White    |
|  33|female |Mexican  |
|  30|male   |White    |
|  17|female |White    |
|  17|female |White    |
|  15|male   |Other    |
|  27|female |Hispanic |
|  12|female |White    |
|  13|male   |White    |
|  13|male   |White    |
|  58|female |White    |
|  29|female |White    |
|  29|female |White    |
|  63|female |White    |
|   6|female |Black    |
|  15|male   |White    |
|   6|male   |White    |
|   6|male   |White    |
|  36|female |Black    |
|  36|female |Black    |
|  74|male   |White    |
|  74|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  67|female |Black    |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|  43|male   |White    |
|  80|female |White    |
|  26|male   |Mexican  |
|  30|female |White    |
|  45|female |White    |
|  45|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  61|male   |Black    |
|  48|male   |White    |
|  48|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  42|female |White    |
|   6|male   |White    |
|   6|male   |White    |
|  32|male   |White    |
|  17|female |Black    |
|  62|male   |White    |
|  62|male   |White    |
|  11|female |Hispanic |
|  10|male   |Mexican  |
|  31|female |White    |
|  31|female |White    |
|  56|female |White    |
|  56|female |White    |
|  53|male   |White    |
|  53|male   |White    |
|  30|male   |White    |
|  44|male   |White    |
|  41|female |Other    |
|  76|female |Mexican  |
|  48|female |White    |
|  48|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  18|female |White    |
|  29|female |Mexican  |
|  57|male   |Black    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  31|male   |Hispanic |
|  31|male   |Hispanic |
|  73|male   |Black    |
|  57|male   |White    |
|  57|male   |White    |
|  31|male   |White    |
|  31|male   |White    |
|  77|female |White    |
|  32|female |White    |
|   0|male   |White    |
|  25|female |Other    |
|  25|female |Other    |
|  25|female |Other    |
|  48|male   |White    |
|  76|female |White    |
|  77|male   |White    |
|  53|male   |Black    |
|  43|male   |Mexican  |
|   6|male   |White    |
|   6|male   |White    |
|  13|male   |White    |
|  13|male   |White    |
|   9|male   |White    |
|  80|female |White    |
|  48|male   |White    |
|  48|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|  41|male   |White    |
|  79|female |White    |
|  21|female |Black    |
|  54|male   |Black    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  36|male   |Black    |
|  22|male   |White    |
|  15|male   |Black    |
|  42|female |Mexican  |
|  56|male   |White    |
|   0|male   |White    |
|  74|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|   8|male   |White    |
|  23|male   |Black    |
|  67|female |White    |
|  23|male   |Mexican  |
|  23|male   |Mexican  |
|   4|male   |White    |
|   4|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  30|female |White    |
|  30|female |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  20|female |Mexican  |
|  43|male   |Black    |
|  43|male   |Black    |
|   5|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  80|female |Black    |
|   6|male   |White    |
|  32|male   |Black    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|   9|male   |Mexican  |
|  21|male   |Mexican  |
|  30|male   |White    |
|  31|female |White    |
|   7|male   |Black    |
|  60|female |Hispanic |
|  32|female |White    |
|  60|female |Hispanic |
|  48|female |White    |
|  10|male   |Mexican  |
|  18|male   |Mexican  |
|  67|female |White    |
|  37|male   |White    |
|   6|female |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|   9|male   |White    |
|  18|female |White    |
|  10|female |White    |
|  68|male   |Mexican  |
|  40|male   |White    |
|  40|female |Hispanic |
|  62|male   |White    |
|  62|male   |White    |
|   0|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  17|female |Hispanic |
|  17|female |Hispanic |
|  32|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  20|male   |Mexican  |
|  20|male   |Mexican  |
|  45|male   |Mexican  |
|  17|female |Black    |
|  17|female |Black    |
|  10|male   |Mexican  |
|  50|male   |White    |
|  58|male   |White    |
|  14|female |Mexican  |
|   2|female |White    |
|   2|female |White    |
|  16|male   |White    |
|  61|male   |Hispanic |
|  29|female |Black    |
|   2|female |Mexican  |
|  79|female |White    |
|  46|female |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  41|female |White    |
|   3|male   |Black    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  21|female |White    |
|   1|female |White    |
|   1|male   |White    |
|  23|male   |White    |
|  27|male   |Other    |
|   8|female |White    |
|  32|female |White    |
|  40|female |White    |
|  36|male   |Black    |
|  43|male   |White    |
|  43|male   |White    |
|  47|male   |Mexican  |
|  78|female |White    |
|  73|male   |White    |
|  12|female |White    |
|  13|male   |White    |
|  69|male   |Other    |
|  69|male   |Other    |
|  72|female |White    |
|  72|female |White    |
|  40|female |White    |
|   0|male   |White    |
|  50|male   |White    |
|  80|male   |White    |
|  74|female |Black    |
|  39|male   |Hispanic |
|  39|male   |Hispanic |
|  17|male   |White    |
|  63|female |Mexican  |
|   5|male   |Mexican  |
|   7|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  68|male   |Black    |
|  41|male   |White    |
|  41|male   |White    |
|  71|female |Mexican  |
|  19|male   |White    |
|  22|female |Mexican  |
|  22|female |Mexican  |
|  53|male   |White    |
|  53|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|   1|female |White    |
|  37|male   |Mexican  |
|  38|male   |Black    |
|  11|male   |Mexican  |
|  34|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|  35|male   |White    |
|  32|male   |Other    |
|  60|male   |Hispanic |
|  30|female |White    |
|  30|female |White    |
|  56|female |White    |
|  47|female |White    |
|  54|male   |Black    |
|  80|female |White    |
|  68|male   |White    |
|  72|female |White    |
|  72|female |White    |
|  32|female |White    |
|  79|female |White    |
|  53|male   |Other    |
|  53|male   |Other    |
|  49|male   |Mexican  |
|  25|female |Other    |
|  25|male   |White    |
|   9|female |Mexican  |
|  64|male   |White    |
|  47|female |Mexican  |
|  25|female |Mexican  |
|   5|female |Mexican  |
|   5|male   |Other    |
|  29|male   |Black    |
|  37|female |Other    |
|  13|female |White    |
|  42|male   |White    |
|  42|male   |White    |
|   5|female |White    |
|   5|female |White    |
|  61|female |Mexican  |
|  47|male   |White    |
|  37|female |White    |
|  54|male   |White    |
|  14|male   |Mexican  |
|  21|female |Mexican  |
|  27|male   |Other    |
|  27|male   |Other    |
|  27|male   |Other    |
|  27|male   |Other    |
|  29|female |Black    |
|   3|female |Hispanic |
|  21|male   |Black    |
|  51|male   |Other    |
|  51|male   |Other    |
|  62|female |White    |
|  62|female |White    |
|  80|female |White    |
|  59|female |White    |
|  46|male   |Black    |
|  13|male   |Hispanic |
|  76|female |White    |
|  76|female |White    |
|   9|female |Black    |
|  25|female |Black    |
|  25|female |Black    |
|  16|female |Mexican  |
|  11|male   |Black    |
|  11|male   |Black    |
|  10|male   |White    |
|  38|female |White    |
|  49|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  30|male   |White    |
|   4|female |Other    |
|   4|female |Other    |
|  57|male   |Black    |
|  57|male   |Black    |
|  80|female |White    |
|  44|male   |Black    |
|  65|male   |White    |
|  65|male   |White    |
|  35|male   |White    |
|  51|female |Mexican  |
|  80|male   |Mexican  |
|  45|female |White    |
|  52|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|   5|female |Mexican  |
|  11|female |White    |
|  11|female |White    |
|  55|male   |White    |
|  55|male   |White    |
|  68|male   |Black    |
|   0|female |White    |
|  16|female |Hispanic |
|  80|female |White    |
|  54|male   |Mexican  |
|  33|female |Hispanic |
|  34|female |White    |
|  38|male   |White    |
|  38|male   |White    |
|  41|male   |Black    |
|  49|male   |Black    |
|  14|male   |White    |
|  40|male   |White    |
|  48|female |Black    |
|  77|male   |Mexican  |
|  70|male   |White    |
|  38|female |Mexican  |
|  45|female |White    |
|  13|male   |Black    |
|  40|female |Mexican  |
|  48|female |White    |
|   4|female |White    |
|   4|female |Other    |
|   4|female |Other    |
|   4|female |Other    |
|   4|female |Other    |
|   1|male   |White    |
|   1|male   |White    |
|  48|male   |Mexican  |
|  56|male   |Black    |
|  11|female |Other    |
|  11|female |Other    |
|  80|female |White    |
|   0|male   |White    |
|  37|female |Other    |
|   8|female |White    |
|  40|female |Black    |
|  39|female |Other    |
|   0|female |White    |
|  23|female |White    |
|  23|female |White    |
|  34|male   |White    |
|  74|female |White    |
|  59|female |White    |
|  59|female |White    |
|  59|female |White    |
|  67|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  54|female |White    |
|  46|male   |Hispanic |
|   3|male   |White    |
|  10|female |Mexican  |
|  53|male   |Other    |
|  77|male   |Hispanic |
|  33|male   |Mexican  |
|  33|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  13|female |Hispanic |
|  63|female |Black    |
|  48|male   |White    |
|  45|male   |White    |
|  56|male   |Black    |
|  48|male   |White    |
|  49|male   |Mexican  |
|  15|female |White    |
|   9|male   |White    |
|  52|male   |White    |
|  29|male   |Black    |
|  74|male   |White    |
|  74|male   |White    |
|  69|male   |Black    |
|  69|male   |Black    |
|  80|female |White    |
|  80|female |White    |
|  60|male   |White    |
|  60|male   |White    |
|   7|male   |White    |
|  19|male   |White    |
|  52|male   |Mexican  |
|  74|female |White    |
|  74|female |White    |
|  74|female |White    |
|  65|female |Black    |
|   1|male   |White    |
|   1|male   |White    |
|  30|male   |White    |
|  78|female |White    |
|  13|female |White    |
|  12|female |White    |
|  12|female |White    |
|  47|female |White    |
|  47|female |White    |
|  65|female |White    |
|  65|female |White    |
|  19|male   |Black    |
|  54|male   |White    |
|  13|female |White    |
|  21|male   |Mexican  |
|  25|female |White    |
|  46|female |White    |
|  46|female |White    |
|  12|male   |White    |
|  12|male   |White    |
|  45|female |White    |
|  68|female |White    |
|  68|female |White    |
|  60|male   |Black    |
|  19|male   |White    |
|  78|female |White    |
|  47|female |Mexican  |
|  34|male   |Mexican  |
|  43|female |Mexican  |
|  80|female |White    |
|  77|male   |White    |
|  34|female |White    |
|  23|male   |Black    |
|  75|male   |White    |
|  49|male   |White    |
|  23|male   |Hispanic |
|  38|male   |Other    |
|  19|female |White    |
|  55|male   |Other    |
|  60|male   |Mexican  |
|  40|female |Black    |
|   3|female |Black    |
|  42|female |White    |
|  42|female |White    |
|  73|female |Black    |
|  35|female |White    |
|  35|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|   0|female |White    |
|  15|male   |Mexican  |
|  44|female |Mexican  |
|  44|female |Mexican  |
|  59|female |White    |
|  59|female |White    |
|  32|male   |White    |
|  23|female |White    |
|   2|male   |Mexican  |
|  69|female |Black    |
|  69|female |Black    |
|  23|female |White    |
|  23|female |White    |
|   7|female |Hispanic |
|  38|female |White    |
|  28|female |Hispanic |
|  28|female |Hispanic |
|  13|male   |Black    |
|  41|female |Other    |
|  69|female |Black    |
|  71|female |White    |
|  71|female |White    |
|  38|male   |White    |
|  18|female |White    |
|  18|female |White    |
|  32|female |White    |
|   3|male   |White    |
|  80|male   |White    |
|  45|female |Black    |
|  51|female |White    |
|  59|female |White    |
|  60|female |White    |
|  60|female |White    |
|  19|male   |White    |
|  19|male   |White    |
|   4|female |Hispanic |
|  46|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  62|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  37|female |Mexican  |
|  22|male   |Hispanic |
|  63|male   |White    |
|  15|male   |White    |
|  70|female |White    |
|   8|female |Black    |
|  48|male   |White    |
|  44|male   |Black    |
|  37|male   |Hispanic |
|  40|male   |White    |
|   0|male   |Mexican  |
|  28|male   |Mexican  |
|  45|female |White    |
|  39|female |Mexican  |
|  68|male   |White    |
|  55|male   |White    |
|  80|female |White    |
|  31|male   |White    |
|  10|female |Black    |
|  10|female |Black    |
|   0|male   |Mexican  |
|  64|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  14|male   |Hispanic |
|   5|female |Black    |
|  59|female |White    |
|  59|female |White    |
|  13|male   |White    |
|  60|female |White    |
|  36|female |Black    |
|  66|female |White    |
|   4|male   |Black    |
|  23|male   |Black    |
|  17|female |Mexican  |
|  57|female |Other    |
|  16|male   |Black    |
|  13|male   |White    |
|  54|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|   1|male   |White    |
|  57|female |White    |
|  57|female |White    |
|  11|female |White    |
|  19|male   |Other    |
|  19|male   |Other    |
|  19|male   |Other    |
|   8|male   |Mexican  |
|  65|female |Mexican  |
|  59|male   |Black    |
|  59|male   |Black    |
|  11|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|  18|female |Other    |
|  18|female |Other    |
|  13|male   |Black    |
|  34|female |White    |
|  74|female |White    |
|  48|female |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  42|male   |Mexican  |
|  74|female |White    |
|  74|female |White    |
|  41|female |Other    |
|  16|female |White    |
|  28|female |Mexican  |
|  28|female |Mexican  |
|  28|female |Mexican  |
|  44|female |Mexican  |
|  15|female |Black    |
|  45|female |Other    |
|  10|male   |Other    |
|  38|male   |Hispanic |
|  70|male   |White    |
|  70|male   |White    |
|   5|male   |Hispanic |
|  44|female |Other    |
|  44|female |Other    |
|  19|female |White    |
|  19|female |White    |
|  54|male   |White    |
|  74|female |Black    |
|  20|female |Other    |
|  20|female |Other    |
|  58|female |White    |
|  58|female |White    |
|  10|female |White    |
|  80|male   |White    |
|  51|male   |Hispanic |
|  54|female |Black    |
|   4|male   |White    |
|  80|female |White    |
|  73|female |White    |
|  73|female |White    |
|  15|female |White    |
|  15|female |White    |
|  67|male   |Hispanic |
|   7|male   |White    |
|  31|female |Black    |
|   7|male   |White    |
|  35|female |Hispanic |
|  39|female |White    |
|   7|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  50|male   |White    |
|   8|male   |Mexican  |
|   2|female |Mexican  |
|   2|female |Mexican  |
|   2|female |Mexican  |
|  16|female |White    |
|  16|female |White    |
|  58|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  12|female |White    |
|  12|female |White    |
|  18|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  68|male   |White    |
|  68|male   |White    |
|  15|male   |Black    |
|   0|female |Hispanic |
|  76|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  61|male   |White    |
|  42|male   |White    |
|  34|female |Black    |
|  33|female |White    |
|  33|female |White    |
|   9|male   |Hispanic |
|  39|male   |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|   0|female |White    |
|   3|male   |Mexican  |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  20|female |Hispanic |
|  72|male   |Other    |
|  26|female |Black    |
|  26|female |Black    |
|  80|female |White    |
|   0|female |Other    |
|  46|male   |Hispanic |
|   7|female |White    |
|  21|female |White    |
|  21|female |White    |
|  21|female |White    |
|  13|female |Hispanic |
|  54|male   |White    |
|  43|male   |White    |
|  17|male   |Black    |
|  17|male   |Black    |
|  35|male   |Black    |
|  35|male   |Black    |
|  58|male   |White    |
|  58|male   |White    |
|  10|female |White    |
|  80|female |White    |
|  80|female |White    |
|  51|female |White    |
|  51|female |White    |
|  64|male   |White    |
|  61|female |White    |
|  35|female |Black    |
|  75|male   |White    |
|  75|male   |White    |
|   5|female |Mexican  |
|  33|female |White    |
|  33|female |White    |
|  18|female |Black    |
|  43|female |Mexican  |
|   0|male   |White    |
|  10|female |White    |
|  74|female |White    |
|  22|female |White    |
|   7|male   |Other    |
|  57|female |Black    |
|  15|female |White    |
|  15|female |White    |
|  80|female |White    |
|  78|male   |White    |
|  78|male   |White    |
|  78|male   |White    |
|  45|female |White    |
|  45|female |White    |
|  12|male   |Hispanic |
|  65|female |White    |
|  80|male   |Hispanic |
|  80|male   |Hispanic |
|  54|male   |White    |
|  54|male   |White    |
|  69|female |White    |
|  58|male   |White    |
|   8|male   |White    |
|   0|female |White    |
|  20|female |White    |
|  41|male   |Mexican  |
|  73|female |Hispanic |
|  31|female |Hispanic |
|  32|male   |Black    |
|   5|female |White    |
|   5|female |White    |
|  71|male   |Black    |
|  39|male   |White    |
|  39|male   |White    |
|   9|female |Other    |
|   0|male   |White    |
|  67|female |White    |
|   9|female |Mexican  |
|  70|male   |White    |
|  70|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  21|male   |Black    |
|  21|male   |Black    |
|  78|male   |White    |
|  71|male   |Black    |
|  10|male   |White    |
|  36|female |Hispanic |
|  47|female |Black    |
|  28|male   |Mexican  |
|  28|male   |Mexican  |
|  10|female |White    |
|   0|female |White    |
|   0|female |White    |
|  35|female |White    |
|  35|female |White    |
|  13|female |Mexican  |
|  48|female |White    |
|  12|female |White    |
|  12|female |White    |
|  15|female |White    |
|  15|female |White    |
|  26|male   |White    |
|  26|male   |White    |
|  25|female |Hispanic |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|   3|male   |White    |
|  19|male   |Mexican  |
|  30|male   |Black    |
|  30|male   |Black    |
|  30|female |White    |
|  72|female |White    |
|  22|male   |Mexican  |
|   5|male   |White    |
|   5|male   |White    |
|  70|male   |White    |
|  30|male   |White    |
|  21|male   |White    |
|  72|male   |White    |
|  74|male   |White    |
|  65|male   |White    |
|  33|female |White    |
|  33|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  52|male   |White    |
|  15|male   |White    |
|  16|female |Black    |
|  64|female |Mexican  |
|  46|female |Hispanic |
|  11|female |Black    |
|  76|male   |White    |
|  60|male   |White    |
|  35|male   |White    |
|  63|female |White    |
|  15|female |Black    |
|  15|female |Black    |
|   6|female |Mexican  |
|  32|male   |Mexican  |
|  10|male   |Mexican  |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  25|female |Mexican  |
|  17|male   |White    |
|  40|male   |White    |
|  22|male   |Mexican  |
|   5|male   |White    |
|   5|male   |White    |
|   5|male   |White    |
|  80|female |White    |
|  40|female |White    |
|  40|female |White    |
|  40|female |White    |
|   7|female |Other    |
|   2|female |Other    |
|  57|male   |Black    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|   9|female |Mexican  |
|   5|female |Black    |
|  64|male   |White    |
|  60|male   |White    |
|  65|male   |White    |
|  31|male   |White    |
|   5|female |White    |
|   5|female |White    |
|  44|female |Other    |
|  76|male   |White    |
|   9|male   |White    |
|  15|female |Other    |
|  54|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|  63|male   |White    |
|  20|female |White    |
|  48|male   |White    |
|  48|male   |White    |
|  40|male   |Mexican  |
|  30|male   |Black    |
|  43|female |White    |
|  26|male   |Other    |
|  26|male   |Other    |
|  26|male   |Other    |
|  46|male   |Other    |
|  46|male   |Other    |
|  46|male   |Other    |
|  46|male   |Other    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  22|male   |Black    |
|  22|male   |Black    |
|  19|female |Mexican  |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  32|female |Black    |
|   1|female |Hispanic |
|  25|female |Other    |
|  25|female |Other    |
|  79|male   |Mexican  |
|  36|male   |Mexican  |
|  36|male   |Mexican  |
|  17|male   |Mexican  |
|  36|female |White    |
|   1|female |White    |
|  30|female |Hispanic |
|   4|male   |Hispanic |
|   4|male   |Hispanic |
|  34|female |Other    |
|  32|female |White    |
|   4|male   |Black    |
|  13|male   |Other    |
|  14|female |Black    |
|  37|male   |Black    |
|  37|male   |Black    |
|  35|male   |Hispanic |
|  12|male   |White    |
|  74|female |White    |
|  74|female |White    |
|  74|female |White    |
|  76|female |White    |
|  20|male   |White    |
|  42|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  58|male   |Mexican  |
|  28|female |Black    |
|  17|female |White    |
|  15|male   |Black    |
|  15|male   |Black    |
|  23|female |White    |
|  23|female |White    |
|  66|male   |White    |
|  66|male   |White    |
|  45|female |Hispanic |
|  27|male   |White    |
|  23|male   |Mexican  |
|  55|male   |White    |
|  33|female |Mexican  |
|  33|female |Mexican  |
|  72|female |Other    |
|  35|male   |White    |
|  74|male   |Mexican  |
|  74|male   |Mexican  |
|  80|female |White    |
|  10|female |Black    |
|  21|male   |White    |
|  21|male   |White    |
|  17|male   |White    |
|  31|female |Black    |
|  42|male   |White    |
|  13|female |Other    |
|  13|female |Other    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  20|male   |Black    |
|  20|male   |Black    |
|  54|female |Hispanic |
|  30|female |Hispanic |
|  18|female |Mexican  |
|  14|male   |White    |
|  14|male   |White    |
|  70|male   |Other    |
|  71|female |White    |
|  71|female |White    |
|  71|female |White    |
|  24|female |Hispanic |
|  24|female |Hispanic |
|  71|female |White    |
|  71|female |White    |
|  71|female |White    |
|  54|male   |White    |
|  54|male   |White    |
|  11|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  67|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  28|female |White    |
|  20|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|   1|female |White    |
|   5|male   |Mexican  |
|  39|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  59|female |White    |
|  59|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  80|male   |White    |
|  65|female |Black    |
|  41|male   |Other    |
|  41|male   |White    |
|  41|male   |White    |
|  24|female |Mexican  |
|   1|male   |Black    |
|   2|male   |White    |
|  37|male   |White    |
|  13|male   |White    |
|  17|male   |White    |
|  28|male   |Hispanic |
|  60|female |Mexican  |
|  80|male   |White    |
|  60|male   |Black    |
|  13|male   |Other    |
|  28|male   |Other    |
|  50|male   |White    |
|  11|female |White    |
|  54|female |White    |
|  32|female |Black    |
|  67|female |White    |
|  67|female |White    |
|  43|male   |Black    |
|  43|male   |Black    |
|   1|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  18|male   |Black    |
|  80|male   |White    |
|  80|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  21|male   |Mexican  |
|  21|male   |Mexican  |
|   3|male   |Black    |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  12|male   |Mexican  |
|   7|female |White    |
|  45|male   |White    |
|  45|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  77|female |White    |
|  77|female |White    |
|  62|male   |White    |
|  57|male   |Hispanic |
|  52|female |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|   4|male   |Mexican  |
|  29|female |Black    |
|  36|female |White    |
|  36|female |White    |
|  67|female |White    |
|  67|female |White    |
|  58|male   |White    |
|  62|female |White    |
|  62|female |White    |
|  23|male   |Mexican  |
|  23|male   |Mexican  |
|  29|female |Hispanic |
|   6|male   |White    |
|   6|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  17|female |Hispanic |
|  35|male   |White    |
|  73|female |White    |
|  73|female |White    |
|  35|male   |Mexican  |
|  75|male   |Black    |
|  45|female |Hispanic |
|  49|female |Black    |
|  18|female |White    |
|   1|male   |Black    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  47|female |Mexican  |
|  47|female |Mexican  |
|  37|male   |White    |
|   0|female |Other    |
|  71|male   |Black    |
|  66|female |White    |
|  66|female |White    |
|  28|female |White    |
|  63|male   |White    |
|  18|male   |White    |
|  47|male   |Mexican  |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  19|male   |Hispanic |
|  64|female |White    |
|  26|female |Hispanic |
|  73|female |White    |
|  12|female |White    |
|   9|female |White    |
|   9|female |White    |
|  54|male   |White    |
|   2|male   |Black    |
|  44|male   |Mexican  |
|  42|male   |Mexican  |
|  72|female |White    |
|  55|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  24|female |White    |
|  68|female |White    |
|   8|female |White    |
|  17|male   |Mexican  |
|   9|male   |Mexican  |
|  42|female |White    |
|   0|female |Black    |
|  13|female |Black    |
|  80|male   |White    |
|  80|male   |White    |
|  20|female |White    |
|  34|female |White    |
|  41|female |White    |
|   2|male   |White    |
|  65|male   |White    |
|  13|female |Hispanic |
|  72|male   |White    |
|  46|male   |Mexican  |
|  41|male   |White    |
|  41|male   |White    |
|   4|female |Black    |
|  14|male   |Black    |
|  20|male   |Mexican  |
|   6|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|   7|female |Black    |
|   7|female |Black    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  71|male   |White    |
|  20|male   |Hispanic |
|  37|male   |Other    |
|   1|male   |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  18|female |White    |
|  18|female |White    |
|  29|female |White    |
|  67|male   |Mexican  |
|  12|male   |Other    |
|  78|female |White    |
|  62|female |Hispanic |
|  58|female |Black    |
|  61|female |White    |
|  61|female |White    |
|  48|female |White    |
|  48|female |White    |
|  16|male   |Hispanic |
|  16|male   |Hispanic |
|  66|male   |Other    |
|  66|male   |Other    |
|   5|female |White    |
|  37|female |White    |
|  37|female |White    |
|  72|male   |White    |
|  72|male   |White    |
|   2|male   |Other    |
|  17|male   |Black    |
|  21|male   |White    |
|  26|female |Other    |
|  26|female |Other    |
|  26|female |Other    |
|  66|male   |White    |
|  16|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  74|female |White    |
|  74|female |White    |
|  74|female |White    |
|  74|female |White    |
|  47|female |Hispanic |
|  47|female |Hispanic |
|  29|male   |White    |
|  63|female |White    |
|  63|female |White    |
|  38|female |Mexican  |
|  73|female |Black    |
|  49|female |Black    |
|  49|female |Black    |
|  63|female |White    |
|  63|female |White    |
|  65|male   |White    |
|  19|male   |Black    |
|  65|male   |White    |
|  60|female |White    |
|   9|female |White    |
|   9|female |White    |
|  34|male   |Black    |
|  64|male   |Black    |
|   4|female |Other    |
|  21|male   |White    |
|  11|male   |White    |
|  59|female |White    |
|  59|female |White    |
|  16|female |White    |
|  16|female |White    |
|  38|male   |Black    |
|   0|male   |Black    |
|   1|female |Mexican  |
|  17|female |Black    |
|  14|female |White    |
|  20|female |Mexican  |
|   5|male   |White    |
|  28|male   |Hispanic |
|  80|male   |White    |
|  70|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  63|female |White    |
|  63|female |White    |
|   0|female |Mexican  |
|  50|male   |Mexican  |
|  80|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  77|male   |White    |
|   5|female |Mexican  |
|  53|female |Black    |
|  28|male   |Mexican  |
|  28|male   |Mexican  |
|  39|male   |Mexican  |
|  39|male   |Mexican  |
|  45|male   |Black    |
|   5|female |White    |
|   5|female |White    |
|   5|female |White    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  75|male   |Other    |
|   3|female |Hispanic |
|   0|male   |Mexican  |
|  39|male   |Black    |
|  62|female |White    |
|  62|female |White    |
|  48|female |White    |
|  48|female |White    |
|  24|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  35|male   |Hispanic |
|  80|female |White    |
|  12|male   |White    |
|  47|female |White    |
|  47|female |White    |
|  51|male   |White    |
|   8|male   |Mexican  |
|  73|male   |White    |
|  73|male   |White    |
|  25|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|   1|male   |White    |
|  10|male   |Mexican  |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  36|female |White    |
|  11|female |Mexican  |
|  52|female |White    |
|   2|male   |Black    |
|   2|male   |Black    |
|  35|female |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|   2|female |Other    |
|  24|female |White    |
|  53|male   |Black    |
|  67|male   |Black    |
|   4|male   |White    |
|  25|female |Other    |
|  53|female |White    |
|  53|female |White    |
|  53|female |White    |
|  38|female |Black    |
|  38|female |Black    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  40|male   |Hispanic |
|  21|female |Mexican  |
|  69|male   |White    |
|  60|male   |Black    |
|  10|male   |White    |
|  10|male   |White    |
|  11|female |Black    |
|  31|female |White    |
|  45|female |Hispanic |
|  31|female |Mexican  |
|  67|male   |Black    |
|   9|male   |Mexican  |
|  39|female |Mexican  |
|  22|male   |White    |
|  45|female |Black    |
|   1|male   |Mexican  |
|  24|female |Hispanic |
|   1|female |White    |
|   1|female |White    |
|  12|male   |White    |
|  33|female |Hispanic |
|  35|female |White    |
|   2|male   |White    |
|  18|female |Mexican  |
|  22|female |Black    |
|  20|male   |Mexican  |
|  65|male   |White    |
|  15|male   |Mexican  |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  30|female |Black    |
|  30|female |Black    |
|  61|female |Black    |
|  26|male   |White    |
|  74|female |White    |
|  65|male   |White    |
|  65|male   |White    |
|  16|male   |Mexican  |
|  49|female |White    |
|  67|male   |White    |
|  36|female |Hispanic |
|  23|female |White    |
|  33|female |White    |
|   1|female |White    |
|   5|female |Mexican  |
|   5|female |Mexican  |
|  60|male   |White    |
|  60|male   |White    |
|  21|male   |White    |
|  16|male   |Other    |
|  16|male   |Other    |
|  80|male   |Black    |
|  14|male   |White    |
|  11|female |White    |
|   1|male   |Hispanic |
|  50|male   |Hispanic |
|   0|female |White    |
|  17|female |Mexican  |
|  17|female |Mexican  |
|   3|female |Other    |
|  28|male   |White    |
|  28|male   |White    |
|  11|female |Hispanic |
|  60|female |White    |
|  28|female |Black    |
|  57|female |Black    |
|  34|female |White    |
|  32|male   |White    |
|   6|female |White    |
|  68|female |White    |
|  68|female |White    |
|   4|female |Black    |
|  51|female |White    |
|  62|male   |White    |
|   0|female |Black    |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  30|male   |Black    |
|  24|female |Black    |
|  25|male   |Mexican  |
|  64|male   |White    |
|  19|male   |Mexican  |
|  19|male   |Mexican  |
|   2|male   |White    |
|  21|male   |Black    |
|  20|male   |Other    |
|  20|male   |Other    |
|   9|male   |White    |
|   9|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|   8|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  15|male   |White    |
|  70|female |Mexican  |
|   7|female |White    |
|  49|male   |White    |
|   1|female |Black    |
|  29|female |White    |
|  29|female |White    |
|  12|female |Black    |
|  62|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  22|male   |White    |
|  19|female |White    |
|   5|female |Black    |
|  55|male   |White    |
|   9|female |White    |
|   9|female |White    |
|  70|female |White    |
|  71|female |White    |
|  71|female |White    |
|  11|female |Black    |
|  11|female |Black    |
|   8|female |White    |
|  46|male   |White    |
|  30|male   |Black    |
|   8|female |White    |
|   5|female |White    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  12|male   |White    |
|  12|male   |White    |
|  17|female |White    |
|  63|male   |White    |
|  60|female |White    |
|  30|male   |White    |
|  40|female |White    |
|  50|female |Black    |
|   4|female |Black    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  47|female |White    |
|  21|male   |Black    |
|  23|female |White    |
|  23|female |White    |
|  75|male   |White    |
|   4|male   |Hispanic |
|  26|female |White    |
|  26|female |White    |
|  40|male   |White    |
|  31|female |White    |
|  61|female |Black    |
|  61|female |Black    |
|  21|male   |Other    |
|  21|male   |Other    |
|  64|female |Black    |
|  80|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|   0|female |Mexican  |
|  30|male   |White    |
|  30|male   |White    |
|  24|female |Black    |
|  24|female |Black    |
|   2|female |Black    |
|  34|female |Hispanic |
|   9|male   |White    |
|  16|male   |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  48|male   |Hispanic |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|   4|female |White    |
|  36|female |Hispanic |
|  54|female |Black    |
|  63|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  65|female |White    |
|  38|female |White    |
|   0|female |White    |
|   0|female |White    |
|   7|male   |Other    |
|  32|female |Hispanic |
|  32|female |Hispanic |
|  72|male   |White    |
|  72|male   |White    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  39|female |White    |
|  58|male   |White    |
|  10|male   |Black    |
|  52|male   |White    |
|  52|male   |White    |
|   2|female |White    |
|  25|male   |Mexican  |
|  25|male   |Mexican  |
|  29|male   |Mexican  |
|  42|female |Mexican  |
|   5|male   |Mexican  |
|   6|male   |White    |
|   6|female |White    |
|   6|female |White    |
|   6|female |White    |
|  80|male   |Other    |
|  38|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|   7|female |White    |
|   7|female |White    |
|  46|female |White    |
|  46|female |White    |
|  34|female |Black    |
|  33|male   |White    |
|  25|female |Other    |
|  25|female |Other    |
|  25|female |Other    |
|  60|male   |Hispanic |
|  48|male   |White    |
|  48|male   |White    |
|  58|female |White    |
|  80|female |White    |
|   7|male   |White    |
|  69|male   |Hispanic |
|  25|female |White    |
|  25|female |White    |
|  19|female |White    |
|  23|male   |Mexican  |
|  16|female |Black    |
|  16|female |Hispanic |
|  66|female |White    |
|  37|female |Black    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  49|female |White    |
|  46|male   |Mexican  |
|   3|male   |Other    |
|  36|male   |Hispanic |
|  32|male   |White    |
|   7|male   |White    |
|  79|male   |White    |
|  79|male   |White    |
|   6|female |White    |
|  39|male   |Hispanic |
|  64|female |White    |
|   3|female |White    |
|   4|female |Mexican  |
|  21|female |White    |
|  42|male   |Mexican  |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|   5|male   |Mexican  |
|  16|male   |Hispanic |
|  16|male   |Hispanic |
|  19|female |Black    |
|  48|female |White    |
|  51|male   |White    |
|  11|male   |Other    |
|  30|male   |Black    |
|  30|male   |Black    |
|  10|female |White    |
|  10|female |White    |
|  69|female |Mexican  |
|   6|female |White    |
|   6|female |White    |
|   6|female |White    |
|   4|male   |Black    |
|   4|male   |Black    |
|   7|female |White    |
|  31|male   |Other    |
|  64|male   |White    |
|  67|female |White    |
|  37|male   |Other    |
|  18|male   |Mexican  |
|   5|female |Mexican  |
|  60|male   |Black    |
|  60|male   |Black    |
|   3|male   |White    |
|  75|male   |White    |
|   6|male   |White    |
|  22|female |Other    |
|  55|male   |White    |
|  55|male   |White    |
|  21|female |White    |
|  25|female |White    |
|  47|female |Black    |
|  41|female |Other    |
|  34|female |Other    |
|  34|female |Other    |
|  34|female |Other    |
|  41|female |Black    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  47|male   |White    |
|  18|female |Black    |
|  36|male   |White    |
|  71|female |Other    |
|  71|female |Other    |
|  38|male   |White    |
|  38|male   |White    |
|  70|male   |White    |
|  15|female |Black    |
|  65|male   |White    |
|  62|male   |White    |
|  27|female |Black    |
|   5|female |Mexican  |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|   8|female |White    |
|   8|female |White    |
|   6|female |White    |
|   6|female |White    |
|   6|female |White    |
|  41|male   |Mexican  |
|  41|male   |Mexican  |
|  15|male   |White    |
|  42|male   |Mexican  |
|  53|male   |Mexican  |
|  53|male   |White    |
|  17|female |Mexican  |
|   7|male   |White    |
|   7|male   |White    |
|  51|female |White    |
|  51|female |White    |
|  38|male   |Other    |
|  23|female |Mexican  |
|  61|male   |Other    |
|  32|male   |White    |
|  22|male   |White    |
|   4|male   |White    |
|  30|male   |Black    |
|  63|female |White    |
|  63|female |White    |
|  43|female |Other    |
|  35|female |White    |
|  48|female |Hispanic |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  16|male   |Black    |
|  16|male   |Black    |
|  55|female |White    |
|  55|female |White    |
|   5|male   |White    |
|  50|male   |Black    |
|  29|male   |White    |
|  60|female |White    |
|  60|female |White    |
|  80|female |White    |
|  41|male   |White    |
|  51|female |Black    |
|  80|male   |White    |
|  71|female |White    |
|  44|female |White    |
|  22|female |Other    |
|  22|female |Other    |
|  22|female |Other    |
|  22|female |Other    |
|  10|male   |White    |
|  10|male   |White    |
|  34|female |White    |
|  67|male   |Black    |
|  11|male   |White    |
|  40|female |White    |
|  48|female |Black    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  22|female |Black    |
|  47|male   |White    |
|  56|female |White    |
|  60|female |Black    |
|  37|male   |Black    |
|  38|female |Black    |
|  49|male   |Black    |
|  49|male   |Black    |
|  55|male   |White    |
|  37|male   |White    |
|  37|male   |White    |
|  37|male   |White    |
|  49|female |White    |
|  16|female |Other    |
|  21|male   |White    |
|  21|male   |White    |
|  26|male   |Mexican  |
|  26|male   |Mexican  |
|  13|male   |White    |
|  13|male   |White    |
|  31|female |Other    |
|  31|female |Other    |
|  31|female |Other    |
|  31|female |Other    |
|  32|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  39|female |White    |
|  39|female |White    |
|  28|male   |White    |
|  35|female |Mexican  |
|  80|male   |White    |
|  61|female |White    |
|  61|female |White    |
|  30|female |Mexican  |
|   4|female |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  57|female |White    |
|  25|female |White    |
|  40|male   |Black    |
|  32|male   |Hispanic |
|   8|female |White    |
|  16|female |White    |
|  38|female |White    |
|  48|male   |White    |
|  14|female |Black    |
|  73|female |White    |
|  10|male   |White    |
|  10|male   |White    |
|   3|female |White    |
|  14|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|   7|female |Black    |
|   7|female |Black    |
|  22|female |Mexican  |
|  14|female |White    |
|  14|female |White    |
|   7|male   |White    |
|  30|female |White    |
|  30|female |White    |
|  13|female |White    |
|  13|female |White    |
|   2|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|   2|female |White    |
|  72|male   |White    |
|   2|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  44|male   |Mexican  |
|  44|male   |Mexican  |
|   4|male   |White    |
|  26|male   |Other    |
|  38|male   |White    |
|  33|male   |White    |
|  52|male   |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  20|male   |White    |
|  46|female |White    |
|  46|female |White    |
|  64|female |White    |
|  76|male   |Hispanic |
|  76|male   |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  12|male   |White    |
|  15|male   |White    |
|  52|female |Other    |
|  52|female |Other    |
|  15|male   |White    |
|  48|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  59|female |White    |
|  59|female |White    |
|  37|female |Hispanic |
|  63|male   |Mexican  |
|  80|female |White    |
|  80|female |White    |
|  41|female |Hispanic |
|  41|female |Hispanic |
|  18|male   |Other    |
|   5|male   |White    |
|  37|male   |White    |
|  13|male   |Other    |
|  39|male   |Black    |
|  45|female |White    |
|  45|female |White    |
|  26|male   |Black    |
|  26|male   |Black    |
|  43|female |Other    |
|  36|female |White    |
|  36|female |White    |
|  23|female |Black    |
|  77|female |White    |
|  77|female |White    |
|  36|male   |White    |
|  20|male   |White    |
|  11|male   |Black    |
|  48|female |Hispanic |
|  29|female |White    |
|  29|female |White    |
|  29|female |White    |
|  46|female |White    |
|  42|female |Black    |
|  80|male   |White    |
|  43|male   |White    |
|  34|male   |White    |
|  15|male   |White    |
|  15|male   |White    |
|   0|male   |White    |
|  63|male   |White    |
|   2|male   |White    |
|   2|male   |White    |
|   2|male   |White    |
|  76|female |White    |
|  55|male   |White    |
|  55|male   |White    |
|   9|female |Black    |
|  31|female |Other    |
|  34|female |Mexican  |
|  64|female |White    |
|  64|female |White    |
|  53|male   |White    |
|  26|female |White    |
|  52|female |White    |
|  52|female |White    |
|  66|female |Black    |
|  51|female |White    |
|   6|male   |Mexican  |
|  39|male   |White    |
|  11|male   |White    |
|  46|female |White    |
|  43|female |White    |
|  43|female |White    |
|  25|female |Hispanic |
|  35|male   |Mexican  |
|   0|male   |White    |
|  30|female |White    |
|  30|female |White    |
|  80|male   |White    |
|   7|male   |White    |
|  39|female |White    |
|  21|female |Hispanic |
|  21|female |Hispanic |
|  38|female |White    |
|  38|female |White    |
|   4|male   |Hispanic |
|  73|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  13|female |White    |
|  60|female |White    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  17|female |Mexican  |
|   8|female |Black    |
|  40|female |Other    |
|  49|male   |Mexican  |
|  12|female |Other    |
|  21|male   |Black    |
|  21|male   |Black    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  80|female |Black    |
|  56|male   |White    |
|  26|female |White    |
|  26|female |White    |
|  41|female |White    |
|  40|female |Black    |
|  23|male   |White    |
|   4|male   |Mexican  |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  25|male   |Hispanic |
|   4|male   |Hispanic |
|  56|male   |White    |
|  25|female |White    |
|  25|female |White    |
|  50|female |White    |
|  42|female |Hispanic |
|  42|female |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  25|female |White    |
|  59|female |White    |
|  59|female |White    |
|  59|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  14|male   |Mexican  |
|   2|female |White    |
|  33|female |Hispanic |
|   5|female |White    |
|  26|female |White    |
|  26|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  80|female |White    |
|  55|male   |White    |
|  55|male   |White    |
|  25|male   |Mexican  |
|  22|male   |Black    |
|  22|male   |Black    |
|  31|female |Black    |
|   1|female |Mexican  |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  30|male   |Hispanic |
|  24|male   |White    |
|  18|female |Mexican  |
|  37|female |Black    |
|  11|male   |Black    |
|  20|female |Black    |
|  20|female |Black    |
|  14|male   |Black    |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|  26|female |Mexican  |
|  40|male   |Mexican  |
|  40|male   |Mexican  |
|  24|female |Mexican  |
|  66|male   |White    |
|   1|male   |Hispanic |
|  35|female |Black    |
|  42|female |White    |
|  17|female |White    |
|  44|female |Mexican  |
|  46|male   |White    |
|  46|male   |White    |
|   4|male   |White    |
|  10|female |Black    |
|  19|male   |Black    |
|  39|male   |White    |
|  39|male   |White    |
|  10|female |Mexican  |
|  10|female |Mexican  |
|  23|male   |White    |
|  10|male   |Black    |
|  59|female |Hispanic |
|  57|female |White    |
|  46|female |Mexican  |
|  46|female |Mexican  |
|  77|female |White    |
|  77|female |White    |
|  77|female |White    |
|  77|female |White    |
|  75|male   |Black    |
|  72|female |White    |
|   0|female |Mexican  |
|   8|female |Black    |
|  80|female |White    |
|  32|male   |White    |
|  32|male   |White    |
|  40|female |White    |
|  45|male   |White    |
|   6|male   |Mexican  |
|   9|male   |White    |
|  23|male   |Other    |
|  28|female |Mexican  |
|  28|female |Mexican  |
|  41|female |Other    |
|  39|female |Other    |
|  39|female |Other    |
|  14|male   |Black    |
|   5|female |Mexican  |
|  36|female |White    |
|  14|male   |White    |
|  68|female |White    |
|  38|male   |Mexican  |
|  80|female |White    |
|  66|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|   4|female |Other    |
|  12|female |White    |
|   5|female |White    |
|  25|female |White    |
|  15|male   |Black    |
|  22|male   |Mexican  |
|  22|male   |Mexican  |
|  19|female |White    |
|  19|female |White    |
|  59|male   |White    |
|   4|female |Mexican  |
|  15|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  10|male   |White    |
|  36|male   |Other    |
|  43|male   |Other    |
|  78|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  66|male   |White    |
|  10|female |White    |
|  54|male   |Hispanic |
|  80|male   |White    |
|   8|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  38|female |Other    |
|   2|male   |White    |
|  13|male   |White    |
|  26|male   |Other    |
|  19|male   |Hispanic |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  28|male   |White    |
|  28|male   |White    |
|  26|female |White    |
|  10|male   |Hispanic |
|  13|male   |Mexican  |
|  13|male   |Mexican  |
|  18|female |White    |
|  18|female |Mexican  |
|   1|male   |White    |
|  20|female |White    |
|  20|female |White    |
|  19|female |Hispanic |
|  60|male   |White    |
|  60|male   |White    |
|  56|male   |White    |
|  12|female |Other    |
|  39|female |Black    |
|  62|female |Black    |
|   6|male   |White    |
|  19|male   |Mexican  |
|  74|male   |White    |
|  27|female |Other    |
|   0|female |White    |
|  27|female |White    |
|  21|female |Hispanic |
|  21|female |Hispanic |
|   4|male   |White    |
|  20|female |Mexican  |
|  70|male   |Black    |
|  49|male   |Black    |
|  49|male   |Black    |
|  31|male   |White    |
|  60|female |Black    |
|   2|female |White    |
|  74|female |White    |
|  74|female |White    |
|   3|female |White    |
|  38|male   |Mexican  |
|   3|male   |White    |
|  59|female |White    |
|  43|male   |White    |
|  43|male   |White    |
|  70|female |Other    |
|  70|female |Other    |
|   7|female |White    |
|   7|female |Mexican  |
|  13|male   |Other    |
|  56|male   |White    |
|  56|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  66|female |White    |
|  34|female |Hispanic |
|  20|male   |Mexican  |
|  37|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  43|male   |White    |
|  16|female |Other    |
|  74|female |Black    |
|  66|female |White    |
|  66|female |White    |
|  12|female |Black    |
|  48|female |White    |
|  14|male   |Other    |
|  43|female |Black    |
|  80|male   |White    |
|  80|male   |White    |
|   5|male   |White    |
|  34|female |White    |
|  80|male   |White    |
|  35|male   |White    |
|  17|female |Black    |
|  15|female |Mexican  |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  35|female |White    |
|  38|male   |Hispanic |
|  62|female |Mexican  |
|  15|male   |White    |
|   2|female |Mexican  |
|  31|female |Black    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  54|male   |Other    |
|  13|female |Mexican  |
|  19|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  31|female |White    |
|  48|female |Mexican  |
|  42|female |White    |
|  63|female |Mexican  |
|   2|female |White    |
|  58|female |White    |
|  58|female |White    |
|   2|male   |Hispanic |
|  24|male   |White    |
|  24|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  80|male   |White    |
|   2|female |Mexican  |
|  47|male   |Hispanic |
|  61|male   |Black    |
|   2|male   |White    |
|  15|female |Mexican  |
|   7|male   |Black    |
|   9|male   |White    |
|  55|female |White    |
|  80|male   |Black    |
|  80|male   |Black    |
|  64|female |White    |
|  64|female |White    |
|  17|female |White    |
|  17|female |White    |
|  56|male   |Other    |
|  56|male   |Other    |
|  69|female |Hispanic |
|  43|male   |Black    |
|  43|male   |Black    |
|  15|male   |White    |
|  15|male   |White    |
|  23|male   |Black    |
|  23|male   |Black    |
|  51|female |Hispanic |
|  78|female |White    |
|  78|female |White    |
|   7|male   |Mexican  |
|  64|female |White    |
|   2|female |Black    |
|  69|male   |White    |
|  69|male   |White    |
|   9|female |Black    |
|  33|female |Other    |
|  55|male   |Hispanic |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|   8|male   |Mexican  |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  19|male   |Other    |
|  71|female |White    |
|  23|female |White    |
|  23|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|   7|male   |White    |
|  11|female |White    |
|  11|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  44|female |White    |
|  80|male   |White    |
|  80|female |Hispanic |
|  21|male   |Other    |
|  68|female |Hispanic |
|  23|male   |White    |
|  69|female |White    |
|  69|female |White    |
|  70|female |Mexican  |
|  53|female |Mexican  |
|  15|female |White    |
|  10|female |Hispanic |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  26|female |Hispanic |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  72|female |White    |
|  72|female |White    |
|  20|male   |Hispanic |
|  30|female |White    |
|  38|female |White    |
|   0|female |White    |
|  39|male   |Mexican  |
|  39|male   |Mexican  |
|  75|male   |White    |
|  22|male   |Mexican  |
|  23|female |Black    |
|  23|female |Black    |
|   0|female |White    |
|  64|female |Hispanic |
|  13|male   |Other    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  11|female |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|   0|female |Hispanic |
|  76|female |White    |
|  76|female |White    |
|  40|male   |White    |
|  36|female |Other    |
|  43|male   |White    |
|  39|female |Hispanic |
|  39|female |Hispanic |
|  32|female |White    |
|  11|male   |White    |
|  11|male   |White    |
|  65|male   |Hispanic |
|  61|female |Other    |
|   0|female |Other    |
|  44|male   |White    |
|  44|male   |White    |
|   4|male   |Mexican  |
|  12|male   |White    |
|  12|male   |White    |
|  30|female |White    |
|  30|female |White    |
|  46|female |Hispanic |
|  46|female |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|   0|male   |White    |
|  59|female |White    |
|  59|female |White    |
|  33|male   |Black    |
|  23|male   |White    |
|  51|female |White    |
|  46|male   |Other    |
|  46|male   |Other    |
|  42|male   |Black    |
|   8|male   |Hispanic |
|  64|male   |Mexican  |
|  53|male   |Other    |
|   9|female |Other    |
|  37|female |White    |
|  37|female |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  35|male   |Black    |
|  35|male   |Black    |
|  35|male   |Black    |
|  10|male   |Mexican  |
|  72|female |Black    |
|  32|female |White    |
|  32|female |White    |
|  32|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  71|female |White    |
|   6|female |White    |
|  10|female |White    |
|  10|female |White    |
|  10|female |White    |
|  10|female |White    |
|  17|female |White    |
|  17|female |White    |
|  22|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  11|male   |Black    |
|  10|male   |White    |
|  72|female |White    |
|  28|female |Other    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  73|female |White    |
|  73|female |White    |
|  38|female |Other    |
|  37|female |Other    |
|  80|male   |White    |
|  41|male   |Black    |
|  78|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  37|female |White    |
|  37|female |White    |
|  29|male   |Other    |
|  68|male   |White    |
|  68|male   |White    |
|   9|female |Black    |
|  61|male   |Black    |
|  61|male   |Black    |
|  61|male   |Black    |
|  76|male   |Black    |
|  55|male   |White    |
|   1|male   |Black    |
|   0|female |Mexican  |
|  35|male   |White    |
|  11|female |Mexican  |
|  64|male   |White    |
|   3|male   |Other    |
|   3|male   |Other    |
|  13|male   |White    |
|  33|female |White    |
|  33|female |White    |
|  17|female |White    |
|  29|female |White    |
|  29|female |White    |
|  36|male   |Other    |
|  80|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|   9|male   |Black    |
|  80|male   |Other    |
|  39|female |Black    |
|  10|female |White    |
|  10|female |White    |
|  15|male   |White    |
|  75|male   |Mexican  |
|  42|female |Other    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|   1|male   |Mexican  |
|  57|female |White    |
|  57|female |White    |
|  80|female |White    |
|  80|female |White    |
|   0|male   |White    |
|  19|male   |Mexican  |
|  39|male   |White    |
|  39|male   |White    |
|  74|male   |White    |
|  71|female |Black    |
|  48|male   |Black    |
|  19|female |Black    |
|  54|male   |White    |
|  29|male   |White    |
|  51|female |Hispanic |
|  13|female |White    |
|   1|male   |White    |
|   1|male   |White    |
|  46|female |Mexican  |
|  28|male   |Other    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|  32|male   |White    |
|   5|female |White    |
|   3|female |Mexican  |
|   0|female |Other    |
|   6|female |Hispanic |
|   6|female |Hispanic |
|  31|male   |Hispanic |
|   4|male   |Black    |
|  35|male   |Mexican  |
|  26|female |Other    |
|  14|male   |White    |
|  72|male   |White    |
|  72|male   |White    |
|  72|male   |White    |
|  72|male   |White    |
|  45|female |Black    |
|  50|male   |Hispanic |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|   6|male   |White    |
|  34|female |White    |
|  34|female |White    |
|  34|female |White    |
|  69|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  53|male   |Black    |
|  67|male   |White    |
|  51|female |White    |
|  15|female |White    |
|  71|male   |White    |
|  41|male   |Black    |
|  59|female |White    |
|  33|male   |White    |
|  40|female |Black    |
|   0|female |Other    |
|  21|female |White    |
|  14|male   |White    |
|  18|female |White    |
|  18|female |White    |
|  60|male   |White    |
|  52|male   |Black    |
|  27|male   |White    |
|   4|female |Black    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  80|female |White    |
|  80|female |White    |
|  57|female |White    |
|   5|female |White    |
|  12|male   |White    |
|  13|male   |Mexican  |
|  17|female |White    |
|  46|female |White    |
|  74|female |White    |
|  15|male   |Black    |
|  15|male   |Black    |
|  14|female |Black    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  80|female |White    |
|  16|female |Other    |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|   5|female |White    |
|  24|female |Black    |
|  45|female |Hispanic |
|  48|female |White    |
|  48|female |White    |
|  31|female |Hispanic |
|  31|female |Hispanic |
|   7|female |Black    |
|   4|female |White    |
|   4|female |White    |
|  22|male   |Mexican  |
|  13|male   |White    |
|   3|male   |Hispanic |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  60|female |White    |
|  32|female |Black    |
|  79|male   |White    |
|  16|female |White    |
|  16|female |White    |
|  44|male   |Other    |
|  13|female |Other    |
|   6|female |Other    |
|   3|female |Other    |
|   3|female |Other    |
|   3|female |Other    |
|   3|female |Other    |
|  36|male   |Black    |
|  14|male   |Black    |
|  14|male   |Black    |
|  53|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  18|female |White    |
|  18|female |White    |
|  18|female |White    |
|  18|female |White    |
|  68|female |White    |
|  66|female |White    |
|  14|male   |White    |
|  10|male   |Hispanic |
|   1|female |Other    |
|  79|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  24|male   |White    |
|  34|female |White    |
|  60|male   |White    |
|  60|female |Black    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  19|male   |Mexican  |
|  19|male   |Mexican  |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  80|male   |White    |
|  78|female |Black    |
|  16|female |White    |
|  65|male   |Other    |
|  65|male   |Other    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|   6|female |Mexican  |
|  21|male   |Mexican  |
|  45|male   |White    |
|   5|female |White    |
|  41|female |Hispanic |
|  35|male   |Other    |
|  35|male   |Other    |
|  53|female |Mexican  |
|   1|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|   6|female |White    |
|  21|male   |Other    |
|  29|male   |White    |
|   7|female |White    |
|   3|male   |White    |
|   3|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|  53|female |Black    |
|  12|female |White    |
|  38|male   |White    |
|  38|male   |White    |
|  34|female |White    |
|  59|female |White    |
|  59|female |White    |
|  59|female |White    |
|  71|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  74|female |White    |
|  74|female |White    |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  80|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  10|female |White    |
|   3|female |Hispanic |
|  13|female |Mexican  |
|  13|female |Mexican  |
|  50|male   |White    |
|  50|male   |White    |
|  41|female |White    |
|   8|male   |Mexican  |
|  16|male   |Mexican  |
|   3|female |Hispanic |
|  46|female |Black    |
|  44|male   |White    |
|  28|male   |Other    |
|  34|female |Black    |
|  34|female |Black    |
|  80|female |Other    |
|  24|male   |Mexican  |
|  66|female |Hispanic |
|  15|male   |White    |
|  15|male   |White    |
|  15|male   |White    |
|  25|female |Black    |
|  25|female |Black    |
|  54|male   |Black    |
|  41|male   |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  19|male   |White    |
|  19|male   |White    |
|  62|female |Other    |
|   2|male   |Hispanic |
|   2|male   |Hispanic |
|  36|male   |Mexican  |
|  36|male   |Mexican  |
|  18|male   |White    |
|  70|female |White    |
|  48|male   |White    |
|  61|female |White    |
|  58|female |Black    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  33|female |White    |
|  80|male   |White    |
|  60|female |Black    |
|  53|male   |White    |
|  30|female |White    |
|  39|male   |Black    |
|  27|female |Black    |
|  80|male   |Black    |
|  59|female |White    |
|  59|female |White    |
|   7|male   |Mexican  |
|  67|male   |White    |
|  38|male   |Black    |
|  38|male   |Black    |
|  46|female |White    |
|  46|female |White    |
|  62|female |Black    |
|  35|male   |Mexican  |
|  39|male   |Other    |
|  59|male   |White    |
|  59|male   |White    |
|  31|female |Mexican  |
|  31|female |Mexican  |
|   2|female |Hispanic |
|  48|male   |Other    |
|  48|male   |Other    |
|  32|male   |Black    |
|  35|female |Other    |
|  35|female |Other    |
|  80|male   |Hispanic |
|  59|male   |Mexican  |
|   2|male   |Mexican  |
|  40|female |White    |
|  67|male   |White    |
|  67|male   |White    |
|  17|male   |White    |
|  42|female |Other    |
|  76|female |Mexican  |
|  76|female |Mexican  |
|  72|female |White    |
|  72|female |White    |
|  20|female |Other    |
|  20|female |Other    |
|  36|male   |Other    |
|  36|male   |Other    |
|  79|male   |White    |
|  79|male   |White    |
|  80|female |White    |
|  58|female |Black    |
|  80|male   |White    |
|  55|female |Other    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  17|male   |Mexican  |
|   5|female |Mexican  |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  32|female |White    |
|   8|male   |White    |
|  28|male   |Black    |
|  53|female |Black    |
|  74|male   |White    |
|  74|male   |White    |
|  32|male   |Other    |
|  27|female |Other    |
|   6|male   |White    |
|   6|male   |White    |
|   2|female |Mexican  |
|  14|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  75|male   |Black    |
|  31|male   |Black    |
|  45|female |White    |
|  26|female |Mexican  |
|  48|female |Other    |
|  16|male   |White    |
|  30|female |Black    |
|  64|male   |White    |
|  23|female |White    |
|  67|male   |Black    |
|  10|male   |Black    |
|  57|male   |Black    |
|  17|female |White    |
|  10|male   |Mexican  |
|  10|male   |Black    |
|  47|male   |White    |
|  80|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  70|male   |Hispanic |
|  80|female |White    |
|  80|male   |White    |
|  78|female |Other    |
|  78|female |Other    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  69|female |Black    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  27|female |White    |
|  27|female |White    |
|   6|female |White    |
|  40|female |White    |
|  51|male   |Other    |
|  58|male   |White    |
|  13|female |Mexican  |
|   7|male   |White    |
|   7|male   |White    |
|  80|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  21|female |Mexican  |
|  16|male   |Black    |
|  38|male   |Hispanic |
|  38|male   |Hispanic |
|   6|male   |Hispanic |
|  28|male   |Black    |
|  48|male   |Mexican  |
|  48|male   |Mexican  |
|  21|female |Mexican  |
|  18|female |Black    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  80|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  15|female |Mexican  |
|   4|female |Black    |
|  62|male   |White    |
|  48|female |Hispanic |
|  69|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  11|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  58|male   |White    |
|   3|female |White    |
|  54|male   |Mexican  |
|  20|male   |White    |
|  20|male   |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  80|female |Black    |
|  54|female |White    |
|   0|female |White    |
|   0|female |White    |
|  22|female |Other    |
|   9|female |White    |
|   9|female |White    |
|  11|female |Mexican  |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  32|male   |Mexican  |
|  39|male   |Hispanic |
|   3|female |Hispanic |
|  14|male   |Mexican  |
|  57|female |White    |
|   2|female |White    |
|  56|female |Black    |
|  56|female |Black    |
|   5|female |Black    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  50|male   |Hispanic |
|   6|male   |Hispanic |
|   6|male   |Hispanic |
|   3|male   |Other    |
|  18|female |White    |
|  18|female |White    |
|  40|male   |White    |
|  40|male   |White    |
|  28|female |White    |
|  46|male   |Hispanic |
|   9|male   |White    |
|   9|male   |White    |
|  57|female |White    |
|  57|female |White    |
|  30|female |Black    |
|  80|female |White    |
|  80|female |White    |
|  21|male   |Black    |
|  77|male   |White    |
|  74|male   |Mexican  |
|  22|male   |Other    |
|  10|female |White    |
|  11|male   |Mexican  |
|  11|male   |Mexican  |
|  66|male   |Other    |
|  16|male   |Black    |
|  80|male   |White    |
|  30|male   |Hispanic |
|  26|female |White    |
|  26|female |White    |
|  29|male   |White    |
|  29|male   |White    |
|   1|male   |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  18|male   |White    |
|  80|female |White    |
|  32|female |White    |
|  32|female |White    |
|  48|male   |Black    |
|  79|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  12|male   |White    |
|  25|male   |Black    |
|  18|female |White    |
|  18|female |White    |
|   1|male   |White    |
|   1|male   |White    |
|  76|female |Other    |
|  28|male   |Black    |
|  28|male   |Black    |
|  30|male   |Other    |
|  10|male   |White    |
|  80|male   |White    |
|  58|male   |Other    |
|  56|male   |Hispanic |
|  56|male   |Hispanic |
|  31|male   |White    |
|  43|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|   2|female |Mexican  |
|  22|female |Hispanic |
|   0|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  54|female |Black    |
|  54|female |Black    |
|  66|female |White    |
|  66|female |White    |
|  21|male   |Mexican  |
|  11|female |Mexican  |
|  42|male   |Hispanic |
|  42|male   |Hispanic |
|  42|male   |Hispanic |
|  40|male   |Black    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  11|female |White    |
|  75|female |Black    |
|  13|male   |White    |
|  37|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  21|male   |White    |
|  22|female |White    |
|  22|female |White    |
|  33|male   |Mexican  |
|   4|female |Other    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  51|male   |Hispanic |
|  43|male   |Other    |
|  36|male   |Black    |
|   9|female |Mexican  |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|   4|male   |Other    |
|  56|male   |White    |
|  21|female |Hispanic |
|  23|male   |White    |
|  23|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  43|male   |White    |
|   8|male   |White    |
|   1|female |Other    |
|  40|female |Mexican  |
|  40|female |White    |
|  40|female |White    |
|  40|female |White    |
|  40|female |White    |
|  27|female |White    |
|  27|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|   2|female |White    |
|   2|female |White    |
|   2|female |White    |
|  36|female |Mexican  |
|  10|female |White    |
|  16|male   |Other    |
|  47|female |Black    |
|  17|male   |White    |
|  40|female |White    |
|  31|male   |Other    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |Hispanic |
|  46|male   |White    |
|  46|male   |White    |
|  70|female |White    |
|   3|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|  49|female |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|   8|male   |Hispanic |
|  50|female |Other    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  45|female |Black    |
|  18|female |Other    |
|  20|female |Black    |
|  20|female |Black    |
|   8|male   |White    |
|   8|male   |White    |
|  77|female |White    |
|  25|female |White    |
|  25|female |White    |
|   7|female |Other    |
|  64|female |White    |
|  10|female |White    |
|  10|female |White    |
|   7|female |Hispanic |
|  75|female |Hispanic |
|  68|male   |White    |
|  68|male   |White    |
|  42|female |White    |
|  42|female |White    |
|  55|male   |Mexican  |
|  62|female |White    |
|  62|female |White    |
|  18|male   |Hispanic |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  29|female |Black    |
|  37|male   |Mexican  |
|  18|male   |Hispanic |
|  17|male   |White    |
|  35|male   |White    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  29|female |White    |
|  29|female |White    |
|  50|female |Black    |
|  50|female |Black    |
|  10|female |White    |
|  10|female |White    |
|  31|female |Mexican  |
|  33|female |White    |
|  34|female |Black    |
|  15|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|   6|female |Black    |
|  22|female |Black    |
|  12|male   |Hispanic |
|   8|male   |White    |
|   8|male   |White    |
|  69|female |White    |
|  31|male   |White    |
|   0|male   |Black    |
|  44|female |Black    |
|  79|female |White    |
|  79|female |White    |
|  80|female |White    |
|  16|female |White    |
|  32|male   |Mexican  |
|  32|male   |Mexican  |
|  24|female |White    |
|  24|female |White    |
|  62|female |White    |
|  22|male   |Mexican  |
|  22|male   |Mexican  |
|  69|male   |White    |
|   0|female |Black    |
|  31|male   |Other    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  14|male   |Black    |
|  14|male   |Black    |
|  39|female |Black    |
|  54|female |White    |
|  54|female |White    |
|  21|male   |Hispanic |
|  21|male   |Hispanic |
|  10|female |Black    |
|  46|female |Other    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  11|female |Hispanic |
|  39|female |White    |
|   1|female |White    |
|  25|female |Hispanic |
|  64|male   |White    |
|  64|male   |White    |
|  64|male   |White    |
|  13|female |Other    |
|  45|female |Other    |
|  18|male   |Mexican  |
|   9|female |White    |
|  37|male   |White    |
|   6|female |Black    |
|  54|male   |Black    |
|  54|male   |Black    |
|  71|female |White    |
|   8|female |Mexican  |
|  33|female |Black    |
|   8|male   |Black    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|   6|female |White    |
|   1|female |Mexican  |
|   1|female |Mexican  |
|  59|male   |White    |
|  36|female |White    |
|  49|female |Black    |
|  36|male   |Other    |
|  80|male   |White    |
|  80|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  21|male   |White    |
|  14|male   |Black    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  27|male   |Black    |
|  18|male   |White    |
|  31|male   |White    |
|  22|female |Black    |
|  38|female |Other    |
|  72|male   |Black    |
|  52|male   |Mexican  |
|  56|female |Mexican  |
|  56|female |Mexican  |
|  67|female |White    |
|  18|female |Mexican  |
|   6|male   |White    |
|  42|male   |White    |
|  80|female |Black    |
|   2|female |Hispanic |
|   1|female |Black    |
|  28|female |Hispanic |
|  28|female |Hispanic |
|  11|male   |Hispanic |
|  37|male   |Mexican  |
|  24|female |White    |
|  24|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  50|female |White    |
|  16|female |White    |
|  16|female |White    |
|  40|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  42|male   |Mexican  |
|  42|male   |Mexican  |
|  38|female |White    |
|   3|female |Mexican  |
|  13|male   |Other    |
|  48|male   |Black    |
|  48|male   |Black    |
|  31|male   |White    |
|  11|female |Black    |
|  11|female |Black    |
|  47|female |Other    |
|  24|female |White    |
|  19|female |Black    |
|  50|male   |Mexican  |
|  50|male   |Mexican  |
|  48|female |Mexican  |
|  11|male   |White    |
|  11|male   |White    |
|  11|male   |White    |
|  44|male   |Hispanic |
|  44|male   |Hispanic |
|   2|male   |Black    |
|   7|male   |Mexican  |
|   7|male   |Mexican  |
|   0|female |White    |
|  50|male   |Hispanic |
|  45|male   |Black    |
|  68|female |Black    |
|  65|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  24|female |White    |
|  78|female |White    |
|  49|female |White    |
|  49|female |White    |
|  54|male   |Black    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  12|male   |White    |
|  12|male   |White    |
|  28|female |Mexican  |
|  28|female |Mexican  |
|   9|male   |White    |
|  43|male   |Other    |
|  27|female |White    |
|  31|male   |White    |
|  31|male   |White    |
|  21|male   |White    |
|  12|male   |White    |
|  63|male   |White    |
|   3|male   |Other    |
|  50|male   |White    |
|  13|female |White    |
|  24|female |Other    |
|  20|male   |Mexican  |
|  20|male   |Mexican  |
|  68|male   |Black    |
|  22|male   |Other    |
|  80|female |White    |
|   5|female |Hispanic |
|  39|female |Other    |
|  70|male   |Black    |
|  52|female |Other    |
|  14|female |Hispanic |
|  58|male   |White    |
|  22|female |White    |
|  22|female |White    |
|  61|female |White    |
|  26|female |Black    |
|  26|female |Black    |
|   9|female |Mexican  |
|   9|female |Mexican  |
|  10|male   |White    |
|   2|female |Mexican  |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  54|female |Other    |
|   4|male   |Black    |
|  45|female |White    |
|  48|male   |Mexican  |
|  48|male   |Mexican  |
|  48|male   |Mexican  |
|  40|male   |White    |
|  40|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  18|male   |Other    |
|  20|female |White    |
|  17|female |White    |
|  37|male   |White    |
|  37|male   |White    |
|  37|male   |White    |
|  37|male   |White    |
|   4|male   |Other    |
|  65|male   |Other    |
|   7|female |White    |
|   7|female |White    |
|  53|male   |White    |
|  53|male   |White    |
|  40|male   |Other    |
|  18|male   |White    |
|  47|male   |White    |
|  41|female |White    |
|  32|male   |White    |
|   4|male   |Hispanic |
|   4|male   |Hispanic |
|  34|female |White    |
|  80|female |White    |
|   0|male   |Other    |
|  32|female |Hispanic |
|  23|female |Other    |
|  47|male   |Black    |
|  37|female |White    |
|  50|female |White    |
|  19|female |White    |
|  32|male   |Hispanic |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  63|male   |Mexican  |
|  29|female |White    |
|  29|female |White    |
|  70|female |Black    |
|  70|male   |White    |
|  70|male   |White    |
|  64|female |White    |
|  31|female |Hispanic |
|  31|female |Hispanic |
|  41|female |Mexican  |
|   4|female |White    |
|  21|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  13|male   |Black    |
|  75|female |White    |
|  75|female |White    |
|   7|female |White    |
|   5|female |Mexican  |
|   5|female |Mexican  |
|  69|male   |Other    |
|  44|male   |Hispanic |
|  62|female |Other    |
|   1|female |White    |
|  70|female |White    |
|  70|female |White    |
|  70|female |White    |
|  14|male   |Black    |
|  65|female |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|   7|male   |Mexican  |
|  59|male   |Other    |
|  59|male   |Other    |
|  16|male   |Other    |
|  42|female |Black    |
|   6|male   |Black    |
|  51|male   |Black    |
|  29|female |Mexican  |
|  29|female |Mexican  |
|  47|male   |Other    |
|  47|male   |Other    |
|  24|male   |Black    |
|  60|female |White    |
|  60|female |White    |
|  60|female |White    |
|  35|male   |Black    |
|  59|female |Mexican  |
|  59|female |Mexican  |
|  42|female |Black    |
|  22|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  50|male   |Black    |
|  50|male   |Black    |
|  11|female |Black    |
|   7|male   |White    |
|   7|male   |White    |
|  21|male   |Hispanic |
|  36|male   |Other    |
|  17|female |Other    |
|  14|male   |White    |
|  21|male   |Hispanic |
|  77|male   |Hispanic |
|   8|male   |Black    |
|  80|male   |Mexican  |
|  35|female |White    |
|  35|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|   4|female |White    |
|   4|female |White    |
|   4|female |Hispanic |
|  29|male   |Hispanic |
|  29|male   |Hispanic |
|  10|male   |White    |
|  10|male   |White    |
|  33|female |Other    |
|  60|female |White    |
|   2|female |White    |
|  13|female |White    |
|  13|female |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  56|female |Hispanic |
|  15|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  11|female |Black    |
|  11|male   |Black    |
|  13|male   |White    |
|  62|male   |Mexican  |
|  11|female |Mexican  |
|   3|male   |Other    |
|  24|male   |Black    |
|  29|male   |Black    |
|   3|female |White    |
|  39|female |White    |
|  39|female |White    |
|  55|male   |Black    |
|  55|male   |Black    |
|  23|male   |Hispanic |
|  30|female |Hispanic |
|  30|female |Hispanic |
|   6|male   |Other    |
|  19|male   |Black    |
|  15|male   |White    |
|  15|male   |White    |
|  21|female |Black    |
|  29|male   |Black    |
|  18|male   |Mexican  |
|   9|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|   9|female |Other    |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  16|female |Mexican  |
|  29|female |Mexican  |
|  46|female |White    |
|  46|female |White    |
|  46|female |White    |
|  40|female |Mexican  |
|  14|female |Hispanic |
|   6|female |White    |
|   6|female |White    |
|  28|male   |Mexican  |
|  35|male   |White    |
|  35|male   |White    |
|   9|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  16|female |Other    |
|   1|female |Black    |
|   1|female |Black    |
|  21|male   |Other    |
|  62|male   |White    |
|  62|male   |White    |
|  52|female |White    |
|  52|female |White    |
|  58|female |Mexican  |
|  37|male   |Mexican  |
|   2|male   |Mexican  |
|   0|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|   2|male   |Black    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  65|female |White    |
|  46|female |White    |
|  46|female |White    |
|  50|male   |White    |
|  50|male   |White    |
|  26|female |Other    |
|  12|male   |Black    |
|  78|male   |White    |
|   5|male   |Mexican  |
|  80|female |Other    |
|  80|female |Other    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  41|female |White    |
|  34|female |White    |
|  12|male   |White    |
|  60|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  59|female |Hispanic |
|  13|male   |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|   6|female |Hispanic |
|  12|male   |White    |
|  12|male   |White    |
|   1|male   |White    |
|   1|male   |White    |
|   0|female |Hispanic |
|  14|male   |Black    |
|   6|male   |White    |
|   6|male   |White    |
|   6|male   |White    |
|  41|female |Mexican  |
|  80|female |White    |
|  80|female |White    |
|  40|male   |Black    |
|  13|male   |White    |
|  13|male   |White    |
|  13|male   |White    |
|   6|male   |Other    |
|  26|female |White    |
|  44|female |White    |
|  44|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|   6|male   |White    |
|  18|male   |White    |
|  56|female |Hispanic |
|  46|male   |White    |
|  16|male   |White    |
|  17|female |White    |
|  65|male   |Black    |
|  17|male   |Black    |
|  27|male   |White    |
|   0|male   |White    |
|  15|female |Hispanic |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  32|male   |Black    |
|  68|male   |White    |
|  25|female |Mexican  |
|  13|female |Black    |
|   6|female |Hispanic |
|   6|female |Hispanic |
|   5|female |Black    |
|  13|male   |Hispanic |
|  13|male   |Hispanic |
|   6|female |Other    |
|  58|female |Black    |
|  15|female |Other    |
|  42|male   |White    |
|  24|male   |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  80|female |Hispanic |
|  42|male   |White    |
|  38|male   |Other    |
|  38|male   |Other    |
|   7|male   |Mexican  |
|  42|female |White    |
|  42|female |White    |
|   0|male   |Black    |
|  79|female |White    |
|  27|female |Hispanic |
|  27|female |Hispanic |
|  27|female |Hispanic |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  80|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|   3|female |Black    |
|  22|female |Black    |
|  10|male   |Black    |
|  80|male   |White    |
|   1|female |Black    |
|  12|male   |Black    |
|   8|female |White    |
|   8|female |White    |
|   8|female |White    |
|   3|male   |Other    |
|  23|female |Other    |
|  14|male   |White    |
|   0|male   |Hispanic |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  24|female |White    |
|  40|female |Hispanic |
|  63|female |Black    |
|  47|female |White    |
|  47|female |White    |
|  48|male   |White    |
|  57|female |Mexican  |
|  53|female |Black    |
|  26|female |Mexican  |
|  26|female |Mexican  |
|  22|male   |White    |
|  80|female |White    |
|  80|female |White    |
|   4|female |Other    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  42|male   |Black    |
|   4|male   |Other    |
|  34|female |White    |
|  34|female |White    |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|  50|female |Black    |
|  50|female |Black    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  14|female |Black    |
|  62|female |White    |
|  31|male   |Other    |
|   1|female |White    |
|   1|female |White    |
|  77|female |White    |
|  77|female |White    |
|  56|male   |White    |
|   5|female |White    |
|   5|female |White    |
|  71|female |Hispanic |
|  71|female |Hispanic |
|   2|female |Black    |
|  38|female |White    |
|  38|female |White    |
|  22|female |Hispanic |
|  80|male   |Black    |
|   3|female |White    |
|  30|female |White    |
|  31|male   |White    |
|  31|male   |White    |
|   5|female |Hispanic |
|  73|female |Black    |
|  25|female |White    |
|  25|female |White    |
|  60|female |Black    |
|   5|male   |Mexican  |
|  67|female |White    |
|  67|female |White    |
|  23|female |White    |
|  13|male   |White    |
|  41|female |Black    |
|  13|female |Hispanic |
|  56|male   |Mexican  |
|  56|male   |Mexican  |
|  20|female |Other    |
|  24|male   |White    |
|   6|female |Other    |
|  31|female |Mexican  |
|  31|female |Mexican  |
|  30|male   |Other    |
|  80|male   |White    |
|  80|male   |White    |
|  72|male   |Other    |
|  49|male   |White    |
|  29|male   |White    |
|   1|male   |White    |
|  30|female |White    |
|   3|male   |White    |
|   3|male   |White    |
|  54|female |Mexican  |
|  40|male   |White    |
|  40|male   |White    |
|   3|male   |Black    |
|   7|male   |Hispanic |
|  54|male   |Black    |
|  80|female |White    |
|  80|female |White    |
|  73|female |White    |
|  73|female |White    |
|  73|female |White    |
|  20|female |White    |
|  20|female |White    |
|  20|female |White    |
|  63|male   |White    |
|  25|female |White    |
|  25|female |White    |
|  42|male   |White    |
|   4|female |White    |
|  49|female |Black    |
|  49|female |Black    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  42|female |Black    |
|  13|male   |White    |
|  13|male   |White    |
|  13|male   |White    |
|  37|male   |Black    |
|  37|male   |Black    |
|  45|female |Other    |
|  17|female |White    |
|  10|male   |Hispanic |
|  23|male   |White    |
|  28|female |White    |
|  10|male   |Black    |
|  45|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  12|female |White    |
|  17|female |Other    |
|  15|male   |Mexican  |
|  72|female |Other    |
|  71|female |White    |
|  80|female |Other    |
|  59|male   |Black    |
|  16|male   |Mexican  |
|  55|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|  27|female |Other    |
|  20|male   |White    |
|  46|male   |Black    |
|   5|male   |Black    |
|  71|female |Other    |
|  41|male   |Other    |
|  70|female |Mexican  |
|   7|male   |Black    |
|   7|male   |Black    |
|   2|female |Other    |
|  17|male   |Hispanic |
|  60|female |White    |
|  28|male   |Other    |
|  15|female |Hispanic |
|  61|male   |Black    |
|  33|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  63|male   |White    |
|  50|male   |Black    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|   6|female |Black    |
|  58|male   |White    |
|  44|female |Black    |
|  32|female |Black    |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|   5|female |Mexican  |
|  42|male   |White    |
|  42|male   |White    |
|  24|female |White    |
|  44|female |Mexican  |
|  10|female |Black    |
|  65|female |White    |
|  39|female |Mexican  |
|  80|female |White    |
|  25|female |Mexican  |
|  13|male   |Other    |
|  36|female |Black    |
|  17|male   |White    |
|  71|female |Black    |
|  40|male   |White    |
|  18|male   |Black    |
|   0|female |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|   9|female |White    |
|   9|female |White    |
|   9|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|   9|male   |White    |
|   9|female |Black    |
|   2|male   |White    |
|  23|male   |White    |
|  28|male   |White    |
|  22|female |Black    |
|   8|female |White    |
|   8|female |White    |
|   8|female |White    |
|  13|female |White    |
|  13|female |White    |
|  42|female |Hispanic |
|  42|female |Hispanic |
|  36|female |Black    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  36|female |Mexican  |
|  36|female |Mexican  |
|  16|female |Hispanic |
|  16|male   |White    |
|  16|male   |White    |
|  79|female |Other    |
|   1|female |Mexican  |
|  15|female |White    |
|  15|female |White    |
|  56|female |Black    |
|  68|male   |Mexican  |
|  48|female |Other    |
|  48|female |Other    |
|   1|female |White    |
|  19|female |Hispanic |
|  53|female |White    |
|  20|male   |Mexican  |
|  25|female |White    |
|  25|female |White    |
|  25|female |White    |
|  25|female |White    |
|  25|female |White    |
|  25|female |Other    |
|  23|male   |Other    |
|  23|male   |Other    |
|  16|male   |Black    |
|  16|male   |Black    |
|  56|male   |Mexican  |
|  56|male   |Mexican  |
|  51|female |Other    |
|  42|female |Hispanic |
|  57|male   |White    |
|  29|female |Black    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  41|female |White    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  80|male   |White    |
|  37|female |Black    |
|   2|female |White    |
|   2|female |White    |
|  49|female |Black    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|   3|female |Hispanic |
|  47|male   |White    |
|  22|female |Other    |
|  35|female |White    |
|  57|female |White    |
|  57|female |White    |
|  14|male   |Mexican  |
|  14|male   |Mexican  |
|  29|female |Mexican  |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  19|male   |Black    |
|  19|male   |Black    |
|   7|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  29|female |Mexican  |
|  63|female |Mexican  |
|  80|female |White    |
|  80|female |White    |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  12|male   |Other    |
|  11|female |Other    |
|  11|female |Other    |
|   6|female |Mexican  |
|  39|female |Mexican  |
|   8|female |White    |
|  23|male   |Other    |
|   9|male   |White    |
|   9|male   |White    |
|  69|female |Hispanic |
|  53|female |White    |
|  71|male   |White    |
|  71|male   |White    |
|  71|male   |White    |
|  26|male   |Mexican  |
|  30|male   |Mexican  |
|  27|male   |White    |
|  27|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  54|male   |Mexican  |
|  54|male   |Mexican  |
|  30|female |White    |
|  50|female |Mexican  |
|  50|female |Mexican  |
|  11|male   |White    |
|  11|male   |White    |
|  41|male   |Mexican  |
|  31|male   |White    |
|  73|female |White    |
|  20|female |White    |
|  40|male   |Mexican  |
|  34|male   |Black    |
|  25|male   |White    |
|  25|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  24|male   |Other    |
|  26|female |Hispanic |
|  21|male   |Other    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  65|male   |Black    |
|   2|female |White    |
|   2|female |White    |
|   2|female |White    |
|   2|female |White    |
|  11|female |Mexican  |
|  30|male   |Other    |
|  30|male   |Other    |
|  30|male   |Other    |
|  11|male   |Mexican  |
|  19|female |White    |
|  63|male   |White    |
|  37|male   |Mexican  |
|  57|male   |White    |
|  18|female |Other    |
|  18|female |Other    |
|  63|male   |White    |
|  63|male   |White    |
|  13|male   |Other    |
|  58|male   |Mexican  |
|  58|male   |Mexican  |
|  20|female |Mexican  |
|  20|female |Mexican  |
|  14|female |White    |
|  14|female |White    |
|  64|female |White    |
|   8|male   |Hispanic |
|   0|male   |White    |
|  60|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  70|male   |White    |
|  43|female |White    |
|  43|female |White    |
|  32|female |Mexican  |
|  30|male   |Hispanic |
|  30|male   |Hispanic |
|  30|male   |Hispanic |
|  30|male   |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  12|male   |Black    |
|  50|female |White    |
|  31|female |White    |
|  36|female |White    |
|  10|male   |Black    |
|  62|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  64|male   |White    |
|  64|male   |White    |
|  17|male   |Hispanic |
|  17|male   |Hispanic |
|  11|male   |White    |
|   3|male   |White    |
|   7|male   |White    |
|   0|male   |Mexican  |
|   2|male   |Black    |
|   2|female |Mexican  |
|   2|female |Mexican  |
|  34|male   |White    |
|  50|female |White    |
|  24|female |Mexican  |
|  37|male   |White    |
|   8|female |Hispanic |
|  14|male   |Mexican  |
|  14|male   |Mexican  |
|  30|male   |White    |
|  30|male   |White    |
|   5|female |Black    |
|  63|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  45|male   |White    |
|  29|female |Other    |
|  29|female |Other    |
|  26|female |White    |
|  65|female |White    |
|   2|male   |Mexican  |
|  43|female |White    |
|  12|female |Black    |
|   2|male   |Mexican  |
|  23|male   |Hispanic |
|  23|male   |Hispanic |
|  11|female |White    |
|  12|male   |Black    |
|  11|female |Mexican  |
|  65|male   |White    |
|  40|female |Mexican  |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  30|female |White    |
|  36|male   |Hispanic |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  70|female |White    |
|  70|female |White    |
|  70|female |White    |
|  70|female |White    |
|   2|female |Mexican  |
|  24|female |Hispanic |
|  64|female |White    |
|  14|male   |Other    |
|   0|female |Mexican  |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  65|female |White    |
|  65|female |White    |
|  65|female |White    |
|  48|female |Black    |
|  74|female |White    |
|   8|female |Hispanic |
|  34|male   |White    |
|   7|male   |White    |
|   2|female |Other    |
|  76|male   |Other    |
|  62|female |Black    |
|  65|female |Black    |
|  54|male   |Black    |
|  21|male   |White    |
|  76|female |White    |
|  68|female |Other    |
|  11|female |Other    |
|  29|male   |Black    |
|  20|female |White    |
|   2|female |Black    |
|  25|male   |White    |
|  25|male   |White    |
|   6|male   |White    |
|  53|male   |Other    |
|  63|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  59|female |White    |
|  16|female |White    |
|  47|male   |White    |
|  47|male   |White    |
|   2|male   |White    |
|   2|male   |White    |
|  29|female |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  71|male   |White    |
|  21|male   |Black    |
|   5|female |Black    |
|   5|female |Black    |
|   5|female |Black    |
|  57|female |Other    |
|  58|female |Black    |
|  60|female |Hispanic |
|   6|female |Black    |
|  24|male   |White    |
|  23|female |Other    |
|   8|female |White    |
|   8|female |White    |
|   8|female |White    |
|   8|female |White    |
|  63|male   |White    |
|  20|female |White    |
|  20|female |White    |
|  32|female |Mexican  |
|  24|male   |Black    |
|   2|female |White    |
|   7|male   |Hispanic |
|  47|male   |Mexican  |
|  56|female |Black    |
|  25|female |Black    |
|  63|female |White    |
|  60|female |Hispanic |
|  58|female |Hispanic |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  17|male   |Other    |
|  28|female |White    |
|  28|female |White    |
|  28|female |White    |
|  53|male   |White    |
|  18|male   |Other    |
|  47|male   |White    |
|   8|female |Other    |
|  46|female |White    |
|  59|female |Other    |
|  59|female |Other    |
|  47|male   |Black    |
|  47|male   |Black    |
|  80|female |White    |
|  80|female |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  80|male   |Other    |
|  50|female |Hispanic |
|  39|female |Black    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  21|female |White    |
|  33|male   |Mexican  |
|  38|female |White    |
|  12|male   |Mexican  |
|  52|male   |White    |
|  52|male   |White    |
|  16|male   |Black    |
|  16|male   |Black    |
|  28|female |Black    |
|  28|female |Black    |
|  58|male   |White    |
|  58|male   |White    |
|   5|male   |Mexican  |
|  47|female |White    |
|  33|female |Black    |
|  51|male   |Other    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  63|female |White    |
|  63|female |White    |
|  33|male   |White    |
|  76|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  43|male   |White    |
|  43|male   |White    |
|  61|female |Hispanic |
|  35|female |White    |
|  35|female |White    |
|  24|female |Black    |
|  24|female |Black    |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  13|female |Black    |
|  44|male   |Black    |
|  30|female |Other    |
|  30|female |Other    |
|  30|female |Other    |
|   0|female |White    |
|  43|male   |White    |
|  71|female |White    |
|  71|female |White    |
|  71|female |White    |
|  71|female |White    |
|  24|female |Black    |
|  60|male   |Hispanic |
|  60|male   |Hispanic |
|  12|female |Other    |
|  12|female |Other    |
|  37|male   |Mexican  |
|  31|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|  80|male   |White    |
|   5|male   |Mexican  |
|  64|male   |White    |
|  10|female |White    |
|  10|female |White    |
|  55|female |White    |
|  48|female |Black    |
|  48|female |Black    |
|   2|male   |Mexican  |
|   2|male   |Mexican  |
|  68|female |White    |
|  31|male   |White    |
|  43|male   |White    |
|  59|female |White    |
|   0|female |White    |
|  80|female |White    |
|  55|male   |White    |
|   2|female |Mexican  |
|  46|female |Other    |
|  55|male   |Black    |
|  11|female |Other    |
|  60|male   |Other    |
|  60|male   |Other    |
|  35|female |White    |
|  41|female |Hispanic |
|   4|female |Other    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  33|female |Black    |
|  14|female |Mexican  |
|   1|female |Other    |
|  11|male   |Mexican  |
|  23|female |White    |
|   9|male   |Other    |
|  44|male   |Hispanic |
|  48|female |Mexican  |
|  48|female |Mexican  |
|  48|female |Mexican  |
|  48|female |Mexican  |
|  74|male   |Other    |
|  48|male   |White    |
|  38|female |Mexican  |
|  44|male   |Other    |
|   7|female |White    |
|  22|female |Other    |
|  38|female |White    |
|   6|male   |Mexican  |
|  10|male   |Black    |
|  61|male   |White    |
|  61|male   |White    |
|  61|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  43|female |White    |
|  60|male   |White    |
|  14|male   |Mexican  |
|   2|female |White    |
|   9|female |Mexican  |
|  33|female |Black    |
|   1|male   |Hispanic |
|  30|female |White    |
|  19|female |Black    |
|  19|female |Black    |
|  47|male   |White    |
|   2|female |Other    |
|  14|female |White    |
|  21|male   |White    |
|  21|male   |White    |
|   0|male   |Mexican  |
|   0|male   |Mexican  |
|  70|male   |White    |
|  34|male   |Mexican  |
|  25|female |White    |
|  70|female |White    |
|   2|male   |Black    |
|  46|female |White    |
|  46|female |White    |
|  46|female |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  69|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  45|male   |Hispanic |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  47|female |White    |
|  47|female |White    |
|  66|female |White    |
|  66|female |White    |
|  17|male   |Other    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  28|female |Other    |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  18|female |Hispanic |
|  44|male   |White    |
|  29|male   |Black    |
|  47|male   |Hispanic |
|  23|male   |White    |
|  23|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|  13|male   |Mexican  |
|  13|male   |Mexican  |
|  54|female |Mexican  |
|  31|female |White    |
|  31|female |White    |
|  64|female |Black    |
|  40|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  72|female |White    |
|  64|male   |White    |
|  64|male   |White    |
|  41|female |White    |
|  41|female |White    |
|  58|male   |Other    |
|  58|male   |White    |
|  58|male   |White    |
|  10|male   |Mexican  |
|  46|female |White    |
|  41|male   |White    |
|  41|male   |White    |
|  70|female |White    |
|  19|male   |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  14|female |Other    |
|  27|female |White    |
|   1|male   |White    |
|  11|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  46|male   |Hispanic |
|  80|female |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  21|male   |White    |
|  30|male   |Other    |
|  56|female |Black    |
|   6|female |Hispanic |
|  16|male   |Other    |
|  29|male   |Mexican  |
|  29|male   |Mexican  |
|  29|male   |Mexican  |
|  50|male   |White    |
|   1|female |Mexican  |
|   1|male   |Hispanic |
|  11|male   |White    |
|  13|female |White    |
|  21|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|   3|female |Black    |
|  13|male   |Mexican  |
|  13|male   |Mexican  |
|  66|male   |Other    |
|  56|female |White    |
|   9|female |White    |
|  58|male   |Black    |
|  47|female |Other    |
|  31|male   |White    |
|  57|male   |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  80|female |Black    |
|  14|female |Hispanic |
|  59|male   |White    |
|  51|female |Black    |
|   2|female |White    |
|  57|female |Black    |
|   2|male   |Hispanic |
|  80|female |White    |
|  39|male   |White    |
|  22|female |White    |
|  17|female |Mexican  |
|  17|female |Mexican  |
|  17|female |Mexican  |
|  39|male   |Hispanic |
|  14|male   |Other    |
|   0|female |White    |
|   8|female |Hispanic |
|  31|male   |Hispanic |
|  38|female |White    |
|  21|female |Black    |
|  50|male   |Black    |
|  70|male   |White    |
|  70|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|  43|female |White    |
|  29|male   |Other    |
|  72|female |White    |
|  72|female |White    |
|  72|female |White    |
|  30|female |Hispanic |
|  19|male   |Other    |
|  14|female |Hispanic |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  39|female |Hispanic |
|  39|female |Hispanic |
|  22|male   |White    |
|   3|male   |Other    |
|   5|male   |Other    |
|  18|male   |Black    |
|   1|male   |White    |
|   1|male   |White    |
|  52|female |White    |
|  52|female |White    |
|  52|female |White    |
|  71|female |Mexican  |
|  46|female |White    |
|   2|male   |Hispanic |
|  20|male   |Black    |
|   6|female |Black    |
|   5|male   |Black    |
|  12|female |Mexican  |
|  54|female |White    |
|  54|female |White    |
|  31|female |White    |
|  69|female |Other    |
|  69|female |Other    |
|  62|female |White    |
|  80|female |White    |
|  42|female |White    |
|  24|male   |Black    |
|  40|female |Other    |
|  22|female |Mexican  |
|  22|female |Mexican  |
|  22|female |Mexican  |
|  76|male   |Black    |
|   5|male   |Hispanic |
|  15|female |White    |
|  15|female |White    |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  45|female |Black    |
|  39|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|   7|male   |Mexican  |
|  36|male   |Hispanic |
|  23|female |White    |
|  51|male   |White    |
|  51|male   |White    |
|  20|male   |Hispanic |
|  16|male   |White    |
|  34|male   |Other    |
|   1|male   |Other    |
|  62|female |Other    |
|  62|female |Other    |
|  14|female |Mexican  |
|  14|female |Mexican  |
|  72|male   |White    |
|  72|male   |White    |
|  32|male   |Other    |
|  32|male   |Other    |
|  51|male   |Mexican  |
|  51|male   |Mexican  |
|  54|female |Other    |
|  48|female |White    |
|  48|female |White    |
|  27|female |White    |
|  27|female |White    |
|  21|female |White    |
|  21|female |White    |
|  62|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  62|male   |White    |
|  52|male   |White    |
|  43|female |Mexican  |
|   1|male   |Black    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|   2|male   |White    |
|   2|male   |White    |
|  49|female |White    |
|   7|male   |Other    |
|   9|female |Black    |
|  75|male   |White    |
|  75|male   |White    |
|  75|male   |White    |
|  77|female |Hispanic |
|  40|female |Black    |
|  40|female |Black    |
|   7|male   |White    |
|  37|female |White    |
|  37|female |White    |
|  22|male   |Black    |
|  76|male   |White    |
|  68|male   |White    |
|  68|male   |White    |
|  19|male   |Black    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|   3|female |Hispanic |
|  48|female |Black    |
|  11|female |White    |
|  11|male   |White    |
|  50|male   |Black    |
|  12|female |White    |
|  78|female |Hispanic |
|  15|female |Mexican  |
|   6|female |Mexican  |
|   3|male   |Black    |
|   3|male   |Black    |
|  11|male   |White    |
|  11|male   |White    |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|  19|female |Mexican  |
|  56|male   |White    |
|  56|male   |White    |
|  71|female |White    |
|  71|female |White    |
|  54|male   |Other    |
|  29|female |White    |
|  36|female |Black    |
|  36|female |Black    |
|   1|female |White    |
|  15|male   |White    |
|  31|male   |White    |
|  31|male   |White    |
|  24|male   |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  10|female |White    |
|  10|female |White    |
|  18|male   |Mexican  |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|   5|female |White    |
|  27|female |Black    |
|  80|female |White    |
|  29|female |Black    |
|  29|female |Black    |
|  76|male   |White    |
|  76|male   |White    |
|   7|male   |Hispanic |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  55|female |White    |
|  59|male   |Hispanic |
|  25|female |White    |
|  25|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  33|female |White    |
|  46|female |White    |
|  46|female |White    |
|  39|male   |Other    |
|  33|female |Black    |
|  24|female |Black    |
|  33|male   |Mexican  |
|  33|male   |Mexican  |
|  29|male   |Hispanic |
|  29|male   |Hispanic |
|  72|female |White    |
|  72|female |White    |
|  72|female |White    |
|  33|male   |Hispanic |
|   1|male   |Black    |
|   5|male   |Black    |
|  23|female |Black    |
|   4|male   |Other    |
|   4|male   |Other    |
|  10|female |Hispanic |
|   9|female |Hispanic |
|   8|male   |Hispanic |
|  25|female |White    |
|  17|male   |Black    |
|   4|male   |Mexican  |
|  52|female |Black    |
|  42|male   |Mexican  |
|  36|female |White    |
|  36|female |White    |
|  33|female |White    |
|  55|female |White    |
|  55|female |White    |
|  37|male   |Black    |
|  49|male   |White    |
|  73|female |White    |
|  30|male   |White    |
|  30|male   |White    |
|  11|male   |Other    |
|  33|male   |Black    |
|   8|male   |Other    |
|   3|male   |Black    |
|   4|male   |Black    |
|  39|male   |White    |
|  41|male   |Mexican  |
|  32|female |White    |
|  33|male   |White    |
|  33|male   |White    |
|  22|male   |Black    |
|  80|female |White    |
|  65|male   |White    |
|  18|male   |Black    |
|  12|male   |Mexican  |
|   5|female |Mexican  |
|  13|female |White    |
|  15|male   |White    |
|  58|female |Other    |
|  58|female |Other    |
|  10|female |White    |
|  38|female |White    |
|   9|female |Other    |
|  73|female |White    |
|  45|male   |White    |
|  57|male   |White    |
|   3|female |Mexican  |
|  77|female |White    |
|  77|female |White    |
|  18|female |White    |
|  11|female |White    |
|  46|female |Other    |
|  70|female |Hispanic |
|  70|female |Hispanic |
|  24|male   |Other    |
|  25|male   |White    |
|   8|male   |Black    |
|  53|male   |White    |
|  53|male   |White    |
|   4|female |Other    |
|   4|female |Other    |
|  29|male   |White    |
|   7|female |Hispanic |
|  72|male   |White    |
|   8|male   |White    |
|  20|female |Black    |
|  72|male   |Hispanic |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  51|female |Black    |
|  53|male   |White    |
|  47|female |Black    |
|  75|male   |White    |
|   6|female |Other    |
|   6|female |Other    |
|  46|male   |White    |
|  46|male   |White    |
|  45|female |Other    |
|  70|male   |White    |
|  74|male   |Mexican  |
|  58|male   |Black    |
|  80|male   |White    |
|  10|male   |Other    |
|  22|female |Mexican  |
|  22|female |Mexican  |
|  49|female |White    |
|  49|female |White    |
|  74|male   |White    |
|  59|male   |White    |
|  61|male   |Hispanic |
|  58|female |Black    |
|   5|female |White    |
|   5|female |White    |
|  32|female |Mexican  |
|  23|female |Hispanic |
|  23|female |Hispanic |
|   9|male   |Hispanic |
|  12|female |Hispanic |
|  12|female |Hispanic |
|  58|female |Black    |
|  47|male   |Other    |
|  62|male   |Hispanic |
|  56|female |White    |
|  56|female |White    |
|  41|male   |Hispanic |
|  41|male   |Hispanic |
|  41|male   |Hispanic |
|   4|male   |Mexican  |
|   5|male   |Mexican  |
|  15|male   |Mexican  |
|  64|male   |White    |
|  64|male   |White    |
|  64|male   |White    |
|  45|female |White    |
|  45|female |White    |
|  43|male   |Hispanic |
|  77|male   |White    |
|  77|male   |White    |
|  80|male   |White    |
|  58|female |Other    |
|   4|male   |Black    |
|  22|male   |Hispanic |
|  22|male   |Hispanic |
|  32|female |Black    |
|  37|male   |Mexican  |
|  24|male   |Other    |
|  56|male   |White    |
|  80|male   |White    |
|   4|male   |Mexican  |
|   3|male   |Other    |
|  38|female |Mexican  |
|  30|male   |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  48|female |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  60|female |White    |
|  60|female |White    |
|  76|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  80|female |White    |
|  80|female |White    |
|   0|female |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  37|female |Other    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|   2|male   |White    |
|  79|female |Hispanic |
|   6|male   |White    |
|  62|female |Black    |
|   1|male   |White    |
|   1|male   |White    |
|  75|female |Black    |
|  34|male   |Hispanic |
|  16|female |Black    |
|  73|male   |Hispanic |
|  73|male   |Hispanic |
|  62|female |Other    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  79|male   |White    |
|  53|male   |Black    |
|  56|female |Black    |
|  47|female |Black    |
|  36|female |White    |
|  76|female |White    |
|  76|female |White    |
|  76|female |White    |
|  26|female |Hispanic |
|  26|female |Hispanic |
|   6|male   |Hispanic |
|   2|male   |White    |
|  11|female |White    |
|  52|male   |Mexican  |
|  71|female |White    |
|  71|female |White    |
|  56|female |White    |
|  14|female |White    |
|  33|male   |Other    |
|  33|male   |Other    |
|  25|male   |Black    |
|  27|female |White    |
|  27|female |White    |
|  27|female |White    |
|  16|female |Hispanic |
|  16|female |Hispanic |
|  55|female |Black    |
|  22|female |White    |
|  22|female |White    |
|  16|female |White    |
|  16|female |White    |
|  56|female |White    |
|  14|male   |Black    |
|  68|male   |Other    |
|  80|female |White    |
|  10|male   |White    |
|  80|female |White    |
|   7|male   |White    |
|   1|female |White    |
|   6|female |Mexican  |
|  10|female |White    |
|  29|female |Black    |
|  38|male   |Black    |
|  80|female |White    |
|   4|male   |Black    |
|  31|male   |Hispanic |
|  43|male   |White    |
|  21|female |Other    |
|  21|female |Other    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|  13|female |Hispanic |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  54|male   |Black    |
|  27|female |White    |
|   8|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|   1|male   |Hispanic |
|  25|male   |Black    |
|  51|female |Mexican  |
|  76|male   |White    |
|  76|male   |White    |
|  70|female |Black    |
|  70|female |Black    |
|  46|male   |White    |
|  39|female |White    |
|  39|female |White    |
|  64|female |Black    |
|  70|female |White    |
|   5|female |White    |
|  12|male   |White    |
|  36|male   |White    |
|   6|female |White    |
|  10|female |White    |
|  33|female |Black    |
|  56|female |White    |
|  18|female |Mexican  |
|  18|female |Mexican  |
|  63|female |White    |
|  54|male   |Hispanic |
|  54|male   |Hispanic |
|  10|female |Black    |
|   7|male   |Other    |
|  46|male   |White    |
|  62|male   |White    |
|  75|male   |White    |
|  60|male   |Mexican  |
|  60|male   |Mexican  |
|  20|male   |White    |
|  50|female |Hispanic |
|  32|female |White    |
|  14|male   |White    |
|  19|female |Black    |
|  19|female |Black    |
|  28|female |White    |
|  28|female |White    |
|  28|female |White    |
|  11|male   |Mexican  |
|  72|female |White    |
|   4|female |White    |
|  20|female |White    |
|  14|male   |Other    |
|  36|female |Other    |
|  11|male   |White    |
|  28|male   |Black    |
|  20|male   |Black    |
|  37|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  73|female |White    |
|  29|female |White    |
|  29|female |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  41|female |Hispanic |
|  38|female |White    |
|  45|male   |White    |
|  45|male   |White    |
|   1|female |Black    |
|  38|female |White    |
|  38|female |White    |
|   6|male   |Other    |
|   6|male   |Other    |
|   6|male   |Other    |
|  13|male   |Mexican  |
|  14|male   |Black    |
|  55|male   |White    |
|  55|male   |White    |
|  79|female |Other    |
|  79|female |Other    |
|  47|female |Black    |
|  15|female |White    |
|  67|male   |Black    |
|  67|male   |Black    |
|  80|male   |White    |
|  33|female |White    |
|  33|female |White    |
|  24|male   |White    |
|  24|male   |White    |
|  61|male   |Other    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  23|male   |White    |
|  23|male   |White    |
|  15|male   |Other    |
|  15|male   |Other    |
|  15|male   |Other    |
|  15|male   |Other    |
|  14|female |White    |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  60|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  59|male   |Other    |
|  13|female |Mexican  |
|  69|male   |White    |
|  69|male   |White    |
|   9|male   |Black    |
|  45|female |White    |
|  45|female |White    |
|  13|male   |Other    |
|  67|female |Other    |
|   8|male   |White    |
|  42|female |White    |
|  29|female |Other    |
|  34|male   |White    |
|  34|male   |White    |
|  80|male   |Other    |
|  17|male   |Black    |
|  71|female |White    |
|  73|female |Black    |
|  21|male   |Mexican  |
|   8|female |White    |
|  37|female |White    |
|  37|female |White    |
|  80|male   |Hispanic |
|  80|male   |Hispanic |
|  15|male   |White    |
|  15|male   |White    |
|  39|female |Hispanic |
|  59|female |White    |
|  59|female |White    |
|  51|female |Black    |
|  34|female |White    |
|  59|male   |Mexican  |
|   0|male   |Mexican  |
|  12|male   |White    |
|  16|female |White    |
|  16|female |White    |
|  13|male   |Other    |
|  13|male   |Other    |
|  72|male   |White    |
|   6|male   |White    |
|  27|male   |Hispanic |
|  15|male   |Hispanic |
|  12|female |White    |
|  12|female |White    |
|  50|male   |Black    |
|  50|male   |Black    |
|  13|male   |Black    |
|  40|female |Black    |
|  31|female |White    |
|  31|female |White    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  13|male   |White    |
|  13|male   |White    |
|  14|male   |White    |
|  22|female |Other    |
|  22|female |Other    |
|  22|female |Other    |
|  60|male   |Hispanic |
|  60|male   |Hispanic |
|  70|male   |White    |
|   9|male   |Mexican  |
|  11|female |White    |
|  33|female |Mexican  |
|  33|female |Other    |
|  63|male   |Black    |
|  16|male   |White    |
|   9|female |White    |
|  56|female |White    |
|  56|female |White    |
|  68|female |Mexican  |
|  34|male   |Black    |
|  34|male   |Black    |
|  26|female |Hispanic |
|  19|female |Hispanic |
|  20|male   |White    |
|  20|male   |White    |
|  78|female |White    |
|  78|female |White    |
|  78|female |White    |
|  78|female |White    |
|  78|female |White    |
|  78|female |White    |
|  13|male   |Other    |
|  25|male   |White    |
|  32|female |White    |
|  32|female |White    |
|  65|female |Other    |
|   4|male   |Mexican  |
|   4|male   |Mexican  |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  18|male   |White    |
|  35|female |Other    |
|  28|male   |Mexican  |
|  20|female |White    |
|  20|female |White    |
|  79|female |White    |
|  79|female |White    |
|  79|female |White    |
|  72|female |White    |
|  39|female |Other    |
|  27|female |Mexican  |
|  47|male   |Other    |
|  41|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|   2|male   |Black    |
|  45|male   |Black    |
|  60|male   |White    |
|   0|female |Mexican  |
|  16|female |White    |
|  16|female |White    |
|  80|female |White    |
|  28|male   |Other    |
|  80|male   |White    |
|  80|male   |White    |
|  44|male   |Hispanic |
|  50|male   |Other    |
|   5|female |White    |
|   5|female |White    |
|  52|female |Black    |
|  30|male   |Black    |
|  30|male   |Black    |
|   9|male   |Mexican  |
|   8|male   |Mexican  |
|  56|male   |Black    |
|  56|male   |Black    |
|  56|male   |Black    |
|   0|male   |White    |
|   0|female |White    |
|   2|female |Other    |
|  58|female |Mexican  |
|   9|female |White    |
|  62|male   |White    |
|  62|male   |White    |
|  47|male   |White    |
|  29|male   |White    |
|  29|male   |White    |
|  17|female |Mexican  |
|  17|male   |White    |
|  17|male   |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  59|male   |White    |
|  32|male   |Black    |
|  51|male   |Black    |
|  51|male   |Black    |
|   9|male   |White    |
|   9|male   |White    |
|  78|female |Other    |
|  78|female |Other    |
|  35|female |Other    |
|  36|male   |Mexican  |
|   9|female |White    |
|   9|female |White    |
|  56|female |Black    |
|  11|male   |Black    |
|  11|male   |Black    |
|  36|female |White    |
|  36|female |White    |
|  22|female |White    |
|   5|female |White    |
|  63|male   |White    |
|   4|female |Black    |
|  13|male   |Mexican  |
|  13|male   |Mexican  |
|  49|male   |White    |
|  24|female |Black    |
|  60|male   |White    |
|  60|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|   8|female |White    |
|   8|female |White    |
|   8|female |White    |
|  46|female |Black    |
|  63|female |White    |
|  63|female |White    |
|  48|female |Hispanic |
|  48|female |Hispanic |
|  48|female |Hispanic |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  20|male   |Other    |
|  15|female |White    |
|  27|male   |Black    |
|   8|male   |Mexican  |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  28|male   |Mexican  |
|  69|male   |Hispanic |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  11|female |White    |
|  11|female |White    |
|  11|female |White    |
|  69|female |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  19|male   |Mexican  |
|  17|male   |White    |
|  17|male   |White    |
|  35|female |White    |
|  19|female |White    |
|  80|female |Other    |
|  27|female |White    |
|   5|male   |White    |
|   5|male   |White    |
|   5|male   |White    |
|  69|female |White    |
|  17|female |White    |
|  36|male   |Mexican  |
|  40|male   |White    |
|  32|male   |Mexican  |
|  12|female |White    |
|  12|female |White    |
|  12|female |White    |
|  27|male   |White    |
|  27|male   |White    |
|  75|female |White    |
|  75|female |White    |
|  75|female |White    |
|  36|male   |White    |
|  45|male   |Other    |
|  73|female |Black    |
|   8|male   |Mexican  |
|   8|male   |Mexican  |
|  74|male   |White    |
|  43|female |Other    |
|   0|female |White    |
|  70|female |Other    |
|   2|female |White    |
|  15|female |Black    |
|   0|female |Mexican  |
|  43|male   |Mexican  |
|   1|male   |White    |
|  16|female |White    |
|  16|female |White    |
|  16|male   |Black    |
|  16|male   |Black    |
|  63|male   |Other    |
|  19|male   |Mexican  |
|  70|female |White    |
|  70|female |White    |
|  60|female |White    |
|  60|female |White    |
|  60|female |White    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  19|female |White    |
|  19|female |White    |
|  19|female |White    |
|  21|female |Black    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|  27|male   |White    |
|   2|female |Other    |
|  51|female |White    |
|  51|female |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  28|female |Other    |
|  27|male   |White    |
|  44|male   |Mexican  |
|   6|male   |White    |
|  61|female |White    |
|  33|male   |Black    |
|  33|male   |Black    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  35|male   |White    |
|  35|male   |White    |
|  12|female |White    |
|  12|female |White    |
|  21|male   |Black    |
|  21|male   |Black    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  19|female |White    |
|  19|female |White    |
|  19|female |White    |
|  19|female |White    |
|  77|female |Black    |
|   4|female |Other    |
|  80|male   |White    |
|  80|male   |White    |
|  29|male   |Other    |
|  34|female |White    |
|  34|female |White    |
|  34|female |White    |
|  63|female |Black    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|   6|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  49|female |Other    |
|  26|female |Black    |
|   9|female |Other    |
|   9|female |Other    |
|  69|female |White    |
|  13|male   |Other    |
|  13|male   |Other    |
|  13|male   |Other    |
|  13|male   |Other    |
|  28|male   |Hispanic |
|   5|male   |White    |
|   5|male   |White    |
|  28|female |Hispanic |
|  28|female |Hispanic |
|  28|female |Hispanic |
|  70|female |White    |
|  70|female |White    |
|  80|female |White    |
|   8|female |Hispanic |
|  13|female |Mexican  |
|  21|female |White    |
|  66|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|   6|female |White    |
|   6|female |White    |
|  28|female |Mexican  |
|  65|female |White    |
|  35|female |Other    |
|  27|male   |White    |
|  49|male   |White    |
|  53|male   |Other    |
|  42|male   |White    |
|  42|male   |White    |
|  42|female |Hispanic |
|  47|female |Mexican  |
|  47|female |Mexican  |
|  43|male   |Black    |
|  11|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  14|female |Mexican  |
|  54|male   |Black    |
|  54|male   |Black    |
|  34|male   |Black    |
|  73|female |White    |
|  14|male   |Black    |
|   2|female |Mexican  |
|   7|female |White    |
|   7|female |White    |
|  19|male   |Black    |
|  62|female |Hispanic |
|  62|female |Hispanic |
|   8|male   |Other    |
|  55|female |Black    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  61|female |White    |
|  73|male   |Hispanic |
|  30|male   |White    |
|  70|female |White    |
|  70|female |White    |
|  24|male   |Mexican  |
|  24|male   |Mexican  |
|  70|female |White    |
|  70|female |White    |
|  70|female |White    |
|  17|female |Black    |
|  32|male   |White    |
|  32|male   |White    |
|  65|female |White    |
|  65|female |White    |
|  38|female |Mexican  |
|  58|female |Other    |
|  58|female |Other    |
|  58|female |Other    |
|  18|male   |Black    |
|  19|female |White    |
|  19|female |White    |
|   1|female |Hispanic |
|  30|female |White    |
|  30|female |White    |
|   3|male   |Other    |
|  32|female |White    |
|  32|female |White    |
|   9|male   |Mexican  |
|   9|male   |Mexican  |
|  15|female |White    |
|  64|female |Black    |
|   6|male   |Hispanic |
|   6|male   |Hispanic |
|  51|female |Hispanic |
|  51|female |Hispanic |
|  15|male   |Other    |
|  51|male   |Other    |
|  51|male   |Other    |
|  51|female |Black    |
|  43|male   |Other    |
|  43|male   |Other    |
|  43|male   |Other    |
|  43|male   |Other    |
|  43|male   |Other    |
|  22|female |White    |
|  79|female |White    |
|   6|female |White    |
|  29|female |Other    |
|   7|male   |White    |
|   7|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  28|male   |White    |
|  20|male   |Black    |
|  10|male   |Mexican  |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  54|male   |White    |
|  53|female |White    |
|  40|male   |Hispanic |
|  40|male   |Hispanic |
|  40|male   |Hispanic |
|  52|female |White    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  64|male   |White    |
|  31|female |Mexican  |
|   3|female |Hispanic |
|  33|male   |White    |
|  60|female |Other    |
|  10|female |Hispanic |
|  45|male   |Mexican  |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  24|male   |White    |
|  34|female |White    |
|  25|male   |Mexican  |
|  25|male   |Mexican  |
|  24|female |Other    |
|  21|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|  17|male   |White    |
|  16|male   |Mexican  |
|  65|male   |White    |
|  65|male   |White    |
|  65|male   |White    |
|  16|male   |White    |
|  55|female |White    |
|  45|female |Black    |
|  74|male   |White    |
|   4|male   |Hispanic |
|  70|male   |White    |
|   3|female |Black    |
|   0|male   |Mexican  |
|  62|male   |Black    |
|  47|male   |Mexican  |
|   2|male   |Black    |
|   3|male   |Hispanic |
|  80|female |Hispanic |
|  80|female |Hispanic |
|   7|male   |Black    |
|  41|male   |Hispanic |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|   8|male   |White    |
|  49|female |Other    |
|  21|male   |Mexican  |
|  21|male   |Mexican  |
|   4|female |White    |
|  37|female |White    |
|  14|female |Other    |
|  12|female |White    |
|  12|female |White    |
|  12|female |Hispanic |
|  12|female |Hispanic |
|  12|female |Hispanic |
|  39|female |White    |
|   4|male   |Other    |
|  12|male   |White    |
|  12|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  37|male   |White    |
|  37|male   |White    |
|  24|female |Other    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  78|female |White    |
|  78|female |White    |
|  15|male   |Other    |
|  54|female |Black    |
|  44|female |White    |
|   3|female |Mexican  |
|  15|male   |Black    |
|  36|male   |Other    |
|  36|male   |Other    |
|  48|male   |Black    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  16|female |Mexican  |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  59|female |Black    |
|  27|female |Black    |
|  52|female |White    |
|  48|female |White    |
|  48|female |White    |
|  56|male   |Mexican  |
|  55|male   |Mexican  |
|  13|male   |Other    |
|  47|female |Mexican  |
|  36|female |Black    |
|  65|female |Black    |
|  36|female |White    |
|  38|female |Mexican  |
|  80|female |White    |
|  32|female |White    |
|  32|female |White    |
|  14|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  63|female |Black    |
|  21|female |Hispanic |
|   3|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  39|male   |White    |
|  40|male   |Hispanic |
|  75|male   |White    |
|  43|female |Black    |
|   7|male   |Hispanic |
|  77|female |White    |
|  77|female |White    |
|  77|female |White    |
|  38|female |White    |
|  59|female |White    |
|  59|female |White    |
|  78|male   |White    |
|  13|female |Black    |
|  39|male   |Black    |
|  44|female |White    |
|  44|female |White    |
|  48|female |White    |
|   7|female |Other    |
|  65|male   |Black    |
|   1|female |Mexican  |
|  37|male   |White    |
|  68|male   |White    |
|  68|male   |White    |
|  76|male   |Black    |
|  29|female |White    |
|  29|female |White    |
|  46|female |White    |
|  33|male   |Hispanic |
|  33|male   |Hispanic |
|  65|female |Hispanic |
|   1|female |White    |
|   5|female |White    |
|   5|female |White    |
|   5|female |White    |
|   5|female |White    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  19|male   |Mexican  |
|  59|female |Hispanic |
|  16|male   |Black    |
|  25|female |White    |
|  15|female |White    |
|  52|male   |White    |
|  31|male   |Hispanic |
|  58|male   |Hispanic |
|  58|male   |Hispanic |
|   5|male   |Mexican  |
|   1|male   |Mexican  |
|   1|male   |Mexican  |
|  56|female |Mexican  |
|  37|female |White    |
|  14|male   |White    |
|  14|male   |White    |
|  39|female |Black    |
|  39|female |Black    |
|   5|female |Other    |
|  63|female |White    |
|  63|female |White    |
|  19|female |Other    |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|  36|female |Mexican  |
|  56|male   |Black    |
|  16|female |White    |
|  16|female |White    |
|  16|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  39|male   |Other    |
|   5|male   |White    |
|  62|male   |Black    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|   9|female |White    |
|  12|male   |White    |
|  12|male   |White    |
|  21|female |White    |
|  22|female |Hispanic |
|  10|female |Other    |
|  80|female |White    |
|  80|female |White    |
|  51|female |Mexican  |
|  66|male   |White    |
|  28|female |Other    |
|  37|female |White    |
|  37|female |White    |
|   0|female |Other    |
|  12|female |Hispanic |
|  10|female |White    |
|   2|female |Mexican  |
|  30|female |Black    |
|   0|male   |Other    |
|  38|male   |Mexican  |
|   9|female |Mexican  |
|   4|male   |Hispanic |
|   6|male   |White    |
|  24|male   |White    |
|  17|male   |White    |
|  43|male   |White    |
|   2|female |White    |
|   8|male   |Black    |
|  49|female |Hispanic |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |White    |
|  45|female |Hispanic |
|  45|female |Hispanic |
|   4|male   |Mexican  |
|  80|male   |White    |
|  25|female |Black    |
|   3|female |Other    |
|   2|female |Mexican  |
|  29|male   |White    |
|  16|male   |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|   3|male   |White    |
|  53|male   |Hispanic |
|  53|male   |Hispanic |
|  26|female |White    |
|  39|male   |Other    |
|  54|male   |White    |
|   1|female |Mexican  |
|  12|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|   1|male   |Black    |
|  64|female |White    |
|  58|male   |Black    |
|  12|male   |Black    |
|  16|female |Mexican  |
|  50|male   |Black    |
|  55|male   |Black    |
|  42|male   |White    |
|  42|male   |White    |
|  36|female |Other    |
|  10|female |White    |
|  50|female |White    |
|  24|female |Black    |
|  76|female |Other    |
|  54|male   |Other    |
|  23|female |Black    |
|  13|female |Mexican  |
|  20|male   |White    |
|  20|male   |White    |
|  74|male   |White    |
|  74|male   |White    |
|  74|male   |White    |
|  74|male   |White    |
|  11|male   |White    |
|  22|female |Mexican  |
|  59|female |White    |
|  59|female |White    |
|  59|female |White    |
|  59|female |White    |
|  32|male   |Black    |
|  20|female |White    |
|  20|female |White    |
|  40|male   |White    |
|  19|male   |White    |
|   6|male   |Hispanic |
|  12|male   |Other    |
|  52|male   |Other    |
|  22|female |Hispanic |
|  62|male   |White    |
|  33|male   |Black    |
|  33|male   |Black    |
|  46|male   |Black    |
|  59|female |Other    |
|  59|female |Other    |
|  61|male   |White    |
|  61|male   |White    |
|  59|male   |White    |
|  16|male   |Other    |
|  46|female |Black    |
|  75|male   |White    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|   2|male   |Other    |
|  27|male   |White    |
|  71|male   |White    |
|  57|male   |Black    |
|  80|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  37|female |Black    |
|  66|female |Other    |
|  67|female |Other    |
|  43|female |Mexican  |
|  43|female |Mexican  |
|  46|male   |Black    |
|   6|female |White    |
|  25|male   |Mexican  |
|  39|female |White    |
|  39|female |White    |
|  56|female |White    |
|  56|female |White    |
|  13|female |Black    |
|  52|male   |Black    |
|  52|male   |Black    |
|  60|male   |White    |
|  60|male   |White    |
|  62|female |Mexican  |
|  50|male   |Hispanic |
|  36|female |Black    |
|  36|female |Black    |
|  36|female |Black    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  69|male   |Black    |
|  72|female |White    |
|   3|female |Mexican  |
|  65|female |White    |
|  65|female |White    |
|  62|female |Other    |
|   0|male   |White    |
|   0|male   |White    |
|   0|male   |White    |
|  17|female |Black    |
|  31|male   |White    |
|  31|male   |White    |
|  42|female |White    |
|  42|female |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  19|male   |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  44|female |White    |
|  60|male   |White    |
|  37|male   |Mexican  |
|  17|male   |White    |
|  74|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  22|male   |White    |
|  74|male   |White    |
|  25|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|   7|male   |White    |
|   9|female |White    |
|   9|female |White    |
|  28|male   |White    |
|  57|female |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  19|female |Hispanic |
|  20|male   |White    |
|  40|female |White    |
|  26|male   |Other    |
|  26|male   |Hispanic |
|  26|male   |Hispanic |
|  19|female |Black    |
|  80|male   |Hispanic |
|  80|male   |Hispanic |
|  19|male   |Other    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  48|female |White    |
|  52|male   |Black    |
|  30|female |Hispanic |
|  10|female |White    |
|   0|male   |White    |
|  27|female |White    |
|   3|female |White    |
|  65|male   |Black    |
|  17|male   |White    |
|  49|male   |Mexican  |
|  26|male   |Mexican  |
|  40|male   |Other    |
|  15|female |White    |
|  27|female |Other    |
|  12|female |Mexican  |
|  26|female |White    |
|  26|female |White    |
|  25|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  35|male   |Black    |
|  29|male   |White    |
|  29|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  53|male   |White    |
|  13|female |Black    |
|  16|female |White    |
|  38|male   |Mexican  |
|  38|male   |Mexican  |
|   2|male   |Hispanic |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|  58|female |White    |
|   5|female |White    |
|  23|female |Black    |
|  23|female |Black    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  64|female |Other    |
|  71|female |White    |
|   9|male   |White    |
|  36|male   |White    |
|  36|male   |White    |
|  80|male   |White    |
|  27|male   |Other    |
|  20|male   |Black    |
|  73|male   |Black    |
|  12|female |White    |
|   3|male   |White    |
|   3|male   |White    |
|  61|male   |White    |
|  61|male   |White    |
|  61|male   |White    |
|  58|female |Hispanic |
|  58|female |White    |
|  58|female |White    |
|   1|female |Mexican  |
|  67|male   |Hispanic |
|   8|male   |Black    |
|   5|male   |Mexican  |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|  42|male   |Black    |
|   2|female |White    |
|   2|female |White    |
|  50|male   |Black    |
|  37|female |Mexican  |
|  56|female |White    |
|  56|female |White    |
|  22|female |Black    |
|  49|male   |Black    |
|  27|female |Hispanic |
|  27|female |Hispanic |
|  27|female |Hispanic |
|  27|female |Hispanic |
|  42|male   |White    |
|  42|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|   9|female |Other    |
|  14|male   |Mexican  |
|  62|female |White    |
|  62|female |White    |
|  28|female |White    |
|  51|female |Black    |
|  31|male   |Other    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  15|female |White    |
|   3|male   |White    |
|   9|female |White    |
|  58|male   |White    |
|   5|male   |White    |
|   3|female |Black    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|   4|male   |Other    |
|  50|female |White    |
|  43|female |White    |
|  50|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|  44|male   |White    |
|  79|female |White    |
|  79|female |White    |
|  15|male   |Mexican  |
|   6|female |Black    |
|  56|male   |Other    |
|  56|male   |Other    |
|   0|female |White    |
|   0|female |White    |
|  13|male   |White    |
|   9|male   |White    |
|  52|male   |Black    |
|  80|female |White    |
|   1|female |White    |
|   5|male   |Black    |
|   5|male   |Black    |
|  21|female |White    |
|  21|female |White    |
|  59|male   |White    |
|  80|female |White    |
|  70|female |Black    |
|  64|male   |Other    |
|  55|female |Black    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|  43|female |White    |
|   3|male   |White    |
|  30|male   |Hispanic |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|   1|male   |White    |
|  31|male   |Hispanic |
|  16|male   |Mexican  |
|  37|male   |Mexican  |
|  40|male   |Other    |
|  40|male   |Other    |
|   6|male   |Mexican  |
|  70|male   |Black    |
|  70|male   |Black    |
|  70|male   |Black    |
|  65|male   |Other    |
|  65|male   |Other    |
|  65|male   |Other    |
|  37|male   |White    |
|  37|male   |White    |
|  37|male   |White    |
|  16|male   |Other    |
|  73|female |Black    |
|  35|female |White    |
|  52|male   |Black    |
|  36|female |Hispanic |
|  68|male   |White    |
|   1|female |Mexican  |
|  22|male   |Black    |
|   3|female |White    |
|  45|female |Other    |
|  45|female |Other    |
|  34|female |White    |
|  14|female |Black    |
|  23|female |Black    |
|  23|female |Black    |
|  36|male   |White    |
|   5|male   |White    |
|   5|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  40|female |Mexican  |
|  17|male   |Mexican  |
|  20|male   |White    |
|  20|male   |White    |
|  22|female |Hispanic |
|  33|female |White    |
|  33|female |White    |
|  31|male   |White    |
|  31|male   |White    |
|   9|female |Other    |
|  75|male   |Black    |
|  57|male   |White    |
|  57|male   |White    |
|  57|male   |White    |
|  80|male   |White    |
|  80|female |Mexican  |
|  27|female |White    |
|  28|female |White    |
|  56|female |White    |
|  56|female |White    |
|  56|female |White    |
|  54|female |Other    |
|  40|male   |White    |
|  12|female |White    |
|   4|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  51|female |Hispanic |
|  56|female |White    |
|  56|female |White    |
|  69|male   |Mexican  |
|  20|female |Black    |
|  75|female |Other    |
|   3|male   |Black    |
|   8|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|   8|male   |White    |
|  16|male   |White    |
|  11|male   |Mexican  |
|   2|female |White    |
|  62|male   |White    |
|  14|male   |Mexican  |
|  23|female |White    |
|  23|female |White    |
|  23|female |White    |
|  21|female |Other    |
|  29|female |Black    |
|  59|female |Black    |
|  12|male   |White    |
|  12|male   |White    |
|  12|male   |White    |
|  55|female |White    |
|  55|female |White    |
|  55|female |White    |
|  55|female |White    |
|  70|male   |Black    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  14|female |Black    |
|  14|female |Black    |
|  28|male   |Other    |
|  28|male   |Other    |
|  10|female |White    |
|  16|female |Hispanic |
|  16|female |Hispanic |
|  31|male   |Black    |
|  16|male   |Black    |
|  53|female |White    |
|  53|female |White    |
|   3|male   |Other    |
|   2|female |White    |
|  12|female |White    |
|  35|female |White    |
|  35|female |White    |
|  55|male   |White    |
|  38|male   |Mexican  |
|  65|male   |Black    |
|  38|female |White    |
|  38|female |White    |
|  38|female |White    |
|  50|female |Mexican  |
|  19|male   |White    |
|  19|male   |White    |
|  16|male   |Mexican  |
|  32|female |Other    |
|  47|male   |Other    |
|   7|female |White    |
|   4|female |White    |
|   4|female |White    |
|  24|male   |Other    |
|  24|male   |Other    |
|  24|male   |Other    |
|  77|female |White    |
|   7|female |White    |
|  17|male   |White    |
|  17|male   |White    |
|  17|male   |White    |
|  68|male   |White    |
|  18|male   |White    |
|  11|female |White    |
|  11|female |White    |
|  11|female |White    |
|  56|male   |Black    |
|   9|female |White    |
|  19|male   |White    |
|  19|male   |White    |
|  70|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|   2|male   |Black    |
|  26|female |White    |
|  26|female |White    |
|  26|female |White    |
|  42|male   |Black    |
|  47|female |White    |
|  47|female |White    |
|   3|male   |White    |
|  69|female |White    |
|  69|female |White    |
|  69|female |White    |
|  69|female |White    |
|  69|female |White    |
|  12|male   |Mexican  |
|  12|male   |Mexican  |
|  39|male   |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  50|female |White    |
|  50|female |White    |
|   0|male   |Other    |
|  18|male   |Other    |
|  34|male   |Mexican  |
|  34|male   |Black    |
|  53|female |White    |
|  53|female |White    |
|  53|female |White    |
|  20|male   |White    |
|  20|male   |White    |
|  20|male   |White    |
|  30|female |White    |
|  23|female |Mexican  |
|  23|female |Mexican  |
|  20|female |White    |
|  20|female |White    |
|   4|male   |Black    |
|   9|male   |Mexican  |
|  52|female |Hispanic |
|  37|male   |Mexican  |
|  37|male   |Mexican  |
|   7|male   |White    |
|  46|male   |Other    |
|  80|female |White    |
|  35|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  19|female |White    |
|  25|male   |White    |
|  25|male   |White    |
|  70|female |Black    |
|  30|female |Mexican  |
|  12|female |Mexican  |
|  63|male   |White    |
|  13|male   |White    |
|  13|male   |White    |
|   4|female |Black    |
|  13|male   |Black    |
|   1|male   |Black    |
|  43|female |Mexican  |
|  43|female |Mexican  |
|   0|male   |Other    |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|   1|female |Black    |
|  24|female |White    |
|   0|female |Hispanic |
|  49|female |Other    |
|  23|female |Other    |
|  46|female |White    |
|  80|female |White    |
|  80|female |White    |
|  80|female |White    |
|  20|female |Black    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  53|female |Black    |
|  53|female |Black    |
|  30|female |Other    |
|  24|male   |Mexican  |
|  11|male   |Mexican  |
|  37|female |Black    |
|   8|male   |White    |
|   8|male   |White    |
|  60|male   |Black    |
|  73|male   |White    |
|  73|male   |White    |
|  23|male   |White    |
|  23|male   |White    |
|  65|female |White    |
|  65|female |White    |
|  16|male   |Mexican  |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  14|female |White    |
|  20|female |Mexican  |
|  36|female |Black    |
|  55|female |White    |
|  11|female |Mexican  |
|   9|female |White    |
|  80|female |Black    |
|  18|female |White    |
|  80|female |White    |
|  55|female |White    |
|  25|female |White    |
|  44|female |White    |
|  44|female |White    |
|  44|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  62|female |White    |
|  36|female |White    |
|  22|female |White    |
|   4|male   |White    |
|  17|male   |Mexican  |
|   7|female |Hispanic |
|   7|female |Hispanic |
|  61|female |White    |
|  44|male   |White    |
|  44|male   |White    |
|  23|female |Hispanic |
|  23|female |Hispanic |
|  14|male   |Mexican  |
|  51|male   |Other    |
|  25|female |White    |
|  25|female |White    |
|  25|female |White    |
|  25|female |White    |
|  55|female |Hispanic |
|  51|female |Hispanic |
|  28|male   |Hispanic |
|  28|male   |Hispanic |
|  28|male   |Hispanic |
|  77|male   |White    |
|  44|female |White    |
|  44|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  37|female |White    |
|  20|female |Hispanic |
|  42|female |White    |
|  42|female |White    |
|  42|female |White    |
|  16|male   |Mexican  |
|   0|female |White    |
|   0|female |White    |
|  17|female |Hispanic |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  42|male   |White    |
|  29|male   |Mexican  |
|  35|female |White    |
|  35|female |Black    |
|   4|female |Black    |
|   5|female |Black    |
|   7|female |White    |
|  25|female |White    |
|  16|female |Other    |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  34|female |Other    |
|  34|male   |Other    |
|  25|male   |Mexican  |
|  25|male   |Mexican  |
|  25|male   |Mexican  |
|  68|male   |White    |
|  63|female |White    |
|  49|female |White    |
|  49|female |White    |
|  49|female |White    |
|  71|male   |White    |
|  18|female |Black    |
|  49|male   |Black    |
|  51|female |White    |
|  48|female |Mexican  |
|  40|male   |White    |
|  26|male   |Other    |
|  18|male   |White    |
|  18|male   |White    |
|  18|male   |White    |
|  13|female |Hispanic |
|  31|male   |Mexican  |
|  39|female |White    |
|  34|male   |Mexican  |
|  37|male   |White    |
|  31|female |Black    |
|   0|male   |White    |
|  24|male   |Mexican  |
|  24|male   |Mexican  |
|  36|female |Black    |
|  36|female |Black    |
|  80|female |Other    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|  58|male   |Black    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  63|female |White    |
|  36|female |Other    |
|  10|female |Black    |
|   3|female |Black    |
|  33|female |White    |
|  54|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|  55|male   |White    |
|   1|female |Mexican  |
|   8|male   |Mexican  |
|   9|male   |Mexican  |
|  54|male   |Other    |
|  42|male   |Mexican  |
|  42|male   |Mexican  |
|  52|female |Black    |
|  80|female |White    |
|  28|female |Other    |
|  56|male   |White    |
|  68|female |White    |
|  68|female |White    |
|  12|male   |White    |
|  53|male   |White    |
|  34|female |Mexican  |
|  34|female |Mexican  |
|  34|female |Mexican  |
|   7|male   |White    |
|  41|male   |White    |
|  38|female |Other    |
|  38|female |Other    |
|  38|female |Other    |
|  16|female |White    |
|  16|female |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  43|male   |White    |
|  28|female |White    |
|  28|female |White    |
|  28|female |White    |
|  17|female |White    |
|  17|female |White    |
|  65|female |Hispanic |
|  11|male   |White    |
|  70|female |White    |
|   5|male   |White    |
|   5|male   |White    |
|   5|male   |White    |
|   5|male   |White    |
|  41|female |Hispanic |
|  56|female |Hispanic |
|  75|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|   4|male   |White    |
|   2|female |Black    |
|  22|female |Black    |
|  48|female |Black    |
|  59|male   |White    |
|  13|female |Black    |
|  13|female |Black    |
|  56|male   |Other    |
|  39|female |Other    |
|  32|male   |White    |
|  26|male   |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  57|female |White    |
|  48|female |Mexican  |
|  10|female |Other    |
|  57|male   |White    |
|  57|male   |White    |
|   9|male   |Black    |
|   9|male   |Black    |
|  43|female |White    |
|  43|female |White    |
|  32|male   |White    |
|   5|male   |Black    |
|  42|female |Black    |
|  42|female |Black    |
|  55|male   |Mexican  |
|  32|female |Other    |
|  28|male   |Hispanic |
|   2|male   |Hispanic |
|  27|male   |Mexican  |
|  30|male   |Mexican  |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|  56|male   |White    |
|  56|male   |White    |
|  56|male   |White    |
|  36|male   |White    |
|  21|male   |Hispanic |
|  21|male   |Hispanic |
|  21|male   |Hispanic |
|  34|female |Black    |
|  80|female |White    |
|  67|female |White    |
|   9|female |White    |
|  21|female |Mexican  |
|  80|male   |White    |
|  80|male   |White    |
|  11|female |White    |
|  11|female |White    |
|  11|female |White    |
|  19|male   |Mexican  |
|  19|male   |Mexican  |
|  64|male   |White    |
|  64|male   |White    |
|  64|male   |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  54|female |White    |
|  60|male   |White    |
|  60|male   |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  49|male   |White    |
|  49|male   |White    |
|  49|male   |White    |
|  30|male   |Hispanic |
|  66|male   |White    |
|  12|male   |Black    |
|  28|female |White    |
|  42|female |White    |
|  22|female |Mexican  |
|  22|female |Mexican  |
|   0|male   |Other    |
|   3|female |Other    |
|  13|female |Hispanic |
|  63|male   |White    |
|  63|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  47|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  26|male   |White    |
|  13|female |Black    |
|  30|female |Other    |
|  30|female |Other    |
|  31|female |White    |
|  31|female |White    |
|  31|female |White    |
|   9|male   |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  13|female |White    |
|  21|female |Black    |
|  36|male   |White    |
|  36|male   |White    |
|   9|female |White    |
|   9|female |White    |
|   9|female |White    |
|  44|female |Black    |
|  44|female |Black    |
|  77|female |Other    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  45|male   |White    |
|  29|female |Mexican  |
|  46|male   |White    |
|  46|male   |White    |
|  46|male   |White    |
|  38|male   |Mexican  |
|   7|male   |White    |
|  15|male   |White    |
|  23|male   |White    |
|  23|male   |White    |
|  59|female |Black    |
|   6|male   |Black    |
|   6|male   |Black    |
|  30|female |White    |
|  30|female |White    |
|  70|male   |White    |
|  70|male   |White    |
|  66|female |White    |
|  66|female |White    |
|  66|female |White    |
|  59|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  78|female |Hispanic |
|   7|female |White    |
|   7|female |White    |
|   7|female |White    |
|   7|female |White    |
|   7|female |White    |
|  29|female |Other    |
|  43|female |Other    |
|  46|female |Black    |
|  46|female |Black    |
|  49|male   |Mexican  |
|  49|male   |Mexican  |
|  28|female |Hispanic |
|  45|male   |White    |
|  49|male   |White    |
|   4|female |White    |
|   4|female |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  55|female |White    |
|  74|female |White    |
|  74|female |White    |
|   5|male   |Hispanic |
|  61|male   |Black    |
|  39|male   |White    |
|  49|male   |White    |
|  22|female |White    |
|  22|female |White    |
|  22|female |White    |
|  22|female |White    |
|  17|male   |Hispanic |
|   3|male   |White    |
|   3|male   |White    |
|   3|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  32|male   |White    |
|  50|male   |Other    |
|  39|female |White    |
|  39|female |White    |
|  73|male   |White    |
|  73|male   |White    |
|  22|female |White    |
|  16|male   |White    |
|   6|female |Hispanic |
|  50|female |White    |
|  50|female |White    |
|  50|female |White    |
|  78|male   |White    |
|  50|male   |Black    |
|  57|female |White    |
|  57|female |White    |
|  24|female |White    |
|  24|female |White    |
|   5|female |Mexican  |
|   5|female |Mexican  |
|  80|female |White    |
|  29|male   |White    |
|  52|female |Black    |
|  30|female |White    |
|  30|female |White    |
|  63|male   |White    |
|  63|male   |White    |
|  63|male   |White    |
|   9|female |Black    |
|  80|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  52|male   |White    |
|  52|female |Mexican  |
|  52|female |Mexican  |
|  20|female |Mexican  |
|  20|female |Mexican  |
|  18|female |Mexican  |
|  61|female |Black    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  31|female |White    |
|  34|female |White    |
|  34|female |White    |
|  45|male   |White    |
|  62|female |White    |
|  62|female |White    |
|  50|female |Hispanic |
|   3|female |White    |
|  34|male   |White    |
|  34|male   |White    |
|  34|male   |White    |
|  78|male   |Other    |
|  24|male   |Other    |
|  49|male   |Other    |
|  39|female |Hispanic |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  51|female |White    |
|  51|female |White    |
|  51|female |White    |
|  80|female |White    |
|  51|male   |White    |
|   1|male   |White    |
|  20|female |White    |
|  20|female |White    |
|  51|female |White    |
|  36|male   |White    |
|  63|male   |White    |
|  41|male   |Black    |
|   5|male   |Mexican  |
|  70|female |White    |
|   6|male   |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  36|female |White    |
|   3|male   |White    |
|   3|male   |White    |
|  76|female |White    |
|   0|male   |Black    |
|  26|male   |Mexican  |
|  53|female |Black    |
|  34|male   |White    |
|  34|male   |White    |
|   0|male   |Black    |
|  11|female |Other    |
|  11|female |Other    |
|  41|male   |White    |
|  41|male   |White    |
|  39|male   |Other    |
|  37|female |White    |
|  45|male   |Other    |
|  45|male   |Other    |
|  48|male   |White    |
|  48|male   |White    |
|  19|female |Other    |
|  19|female |Other    |
|  19|female |Other    |
|  62|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  38|male   |White    |
|  51|male   |White    |
|  51|male   |White    |
|   1|male   |Hispanic |
|  36|female |Other    |
|  80|female |White    |
|  27|female |Mexican  |
|  27|female |Mexican  |
|  12|female |White    |
|  12|female |White    |
|  32|male   |White    |
|   0|male   |White    |
|  32|female |Other    |
|  65|female |White    |
|  65|female |White    |
|  38|female |White    |
|  11|female |Mexican  |
|  33|male   |White    |
|  33|male   |White    |
|  33|male   |White    |
|   0|male   |Mexican  |
|   6|male   |Black    |
|  47|female |White    |
|  47|female |White    |
|  47|female |White    |
|   9|male   |White    |
|   9|male   |White    |
|  43|female |White    |
|  48|male   |White    |
|  48|male   |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  64|female |White    |
|  14|male   |Mexican  |
|  15|male   |White    |
|  47|male   |White    |
|  68|female |White    |
|  68|female |White    |
|  68|female |White    |
|  41|female |Other    |
|  15|female |Hispanic |
|  30|male   |White    |
|  30|male   |White    |
|  30|male   |White    |
|  28|female |Mexican  |
|  40|male   |White    |
|  23|female |White    |
|  68|male   |White    |
|  68|male   |White    |
|  68|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  50|male   |White    |
|  25|male   |White    |
|  25|male   |White    |
|  32|female |White    |
|  32|female |White    |
|  32|female |White    |
|   2|male   |Black    |
|  24|female |White    |
|  24|female |White    |
|  52|female |Other    |
|  52|female |Other    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  59|female |Black    |
|  67|female |Black    |
|  44|male   |White    |
|  44|male   |White    |
|  57|male   |Other    |
|  57|male   |Other    |
|  57|male   |Other    |
|  57|male   |Other    |
|   6|male   |Black    |
|  10|female |Mexican  |
|  80|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|   8|female |Black    |
|  36|female |White    |
|  74|female |White    |
|  53|male   |White    |
|  50|male   |Mexican  |
|  63|male   |White    |
|  63|male   |White    |
|  41|male   |Hispanic |
|  41|male   |Hispanic |
|  25|female |Mexican  |
|  55|female |Other    |
|  23|male   |Black    |
|  22|male   |Other    |
|  20|female |White    |
|  35|male   |White    |
|  35|male   |White    |
|  73|male   |White    |
|  80|male   |White    |
|  11|male   |White    |
|  43|female |Hispanic |
|  43|female |Hispanic |
|  27|male   |White    |
|  55|male   |White    |
|  30|female |White    |
|  41|male   |White    |
|  41|male   |White    |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|  38|male   |White    |
|  37|female |White    |
|  54|female |Mexican  |
|   3|male   |White    |
|  37|female |White    |
|  19|male   |White    |
|  13|female |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|   4|male   |Other    |
|   3|female |White    |
|   3|female |White    |
|  10|male   |Mexican  |
|   2|male   |Hispanic |
|  40|female |White    |
|  34|female |White    |
|  36|male   |White    |
|  36|male   |White    |
|  21|male   |Mexican  |
|  21|male   |Mexican  |
|  14|female |White    |
|  14|female |White    |
|   0|male   |Mexican  |
|   3|female |Mexican  |
|  48|male   |White    |
|  48|male   |White    |
|  48|male   |White    |
|  80|female |White    |
|  12|female |White    |
|  43|male   |Mexican  |
|  11|female |Black    |
|  41|female |Black    |
|  14|male   |Mexican  |
|  28|female |Hispanic |
|   6|male   |Mexican  |
|  80|female |White    |
|  64|male   |Other    |
|  39|female |Other    |
|  39|female |Other    |
|  33|male   |Black    |
|  68|male   |Mexican  |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  21|male   |Mexican  |
|  67|female |White    |
|  27|male   |Mexican  |
|  21|female |White    |
|  21|female |White    |
|  65|male   |Hispanic |
|  80|male   |White    |
|  25|male   |White    |
|  24|female |White    |
|  35|male   |White    |
|  35|male   |White    |
|  35|male   |White    |
|  13|male   |Mexican  |
|  56|male   |Mexican  |
|   3|male   |Hispanic |
|   3|male   |Hispanic |
|   8|male   |White    |
|  11|female |White    |
|  66|female |Black    |
|  41|male   |White    |
|  41|male   |White    |
|  41|male   |White    |
|  36|male   |Mexican  |
|  36|male   |Mexican  |
|   9|female |Mexican  |
|  12|female |White    |
|   4|male   |White    |
|   4|male   |White    |
|   8|female |Mexican  |
|  27|male   |White    |
|  27|male   |White    |
|  19|female |Mexican  |
|  13|female |White    |
|  13|female |White    |
|  27|female |White    |
|  59|male   |White    |
|  49|male   |Mexican  |
|  38|female |White    |
|  15|female |White    |
|  15|female |White    |
|  15|female |White    |
|  75|male   |Black    |
|  55|male   |Other    |
|  18|female |Other    |
|  18|male   |Black    |
|  14|male   |White    |
|  14|male   |White    |
|  14|male   |White    |
|  23|male   |Black    |
|   7|female |White    |
|   7|female |White    |
|  80|female |White    |
|   7|male   |White    |
|   7|male   |White    |
|   7|male   |White    |
|   3|male   |Mexican  |
|  17|female |White    |
|  17|female |White    |
|  17|female |White    |
|  58|male   |White    |
|  58|male   |White    |
|  58|male   |White    |
|  49|female |Hispanic |
|  49|female |Hispanic |
|  25|male   |Mexican  |
|   8|male   |Other    |
|  74|male   |White    |
|  74|male   |White    |
|   4|male   |Black    |
|   9|female |Mexican  |
|  65|male   |White    |
|  65|male   |White    |
|  73|female |White    |
|  73|female |White    |
|  73|female |White    |
|  80|male   |White    |
|  70|female |White    |
|  70|female |White    |
|  27|female |Mexican  |
|   0|male   |White    |
|  76|female |White    |
|  76|female |White    |
|  76|female |White    |
|   4|female |Other    |
|  74|male   |White    |
|  46|female |White    |
|  46|female |White    |
|  15|female |Hispanic |
|  17|female |White    |
|  17|female |White    |
|  70|female |Black    |
|  77|male   |White    |
|  67|male   |Mexican  |
|   7|female |Black    |
|  11|female |White    |
|  11|female |White    |
|  24|male   |Other    |
|  33|male   |Black    |
|  40|female |Hispanic |
|  63|male   |Mexican  |
|  80|male   |White    |
|  74|male   |White    |
|  36|female |Mexican  |
|  20|female |Black    |
|  40|female |White    |
|  40|female |White    |
|  21|female |White    |
|   0|male   |White    |
|  22|male   |Hispanic |
|  63|male   |White    |
|  63|male   |White    |
|  16|male   |Black    |
|  12|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  40|male   |White    |
|  33|male   |Other    |
|  33|male   |Other    |
|  38|female |Hispanic |
|  38|male   |Mexican  |
|  38|male   |Mexican  |
|   7|female |White    |
|  24|male   |Hispanic |
|  24|male   |Hispanic |
|  53|male   |Black    |
|  62|male   |White    |
|  62|male   |White    |
|   5|male   |Other    |
|  24|female |White    |
|  64|male   |Black    |
|  42|female |Other    |
|  50|female |Black    |
|   6|male   |Mexican  |
|  34|male   |White    |
|  57|female |White    |
|  57|female |White    |
|   4|male   |Black    |
|  45|female |White    |
|  45|female |White    |
|  80|male   |White    |
|  80|male   |White    |
|  59|male   |White    |
|  59|male   |White    |
|  53|male   |White    |
|  12|male   |Mexican  |
|   5|male   |Black    |
|  33|male   |Hispanic |
|   3|male   |Hispanic |
|   2|male   |Mexican  |
|  47|male   |White    |
|  19|female |Black    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|   4|female |White    |
|  53|female |White    |
|  77|female |White    |
|  77|female |White    |
|  49|female |Mexican  |
|  30|female |Other    |
|  17|female |Black    |
|  57|female |White    |
|  37|male   |White    |
|  37|male   |White    |
|  56|female |Hispanic |
|  19|male   |Other    |
|  62|female |White    |
|  62|female |White    |
|  39|male   |White    |
|  39|male   |White    |
|  28|male   |Black    |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  43|male   |Mexican  |
|  69|male   |White    |
|  69|male   |White    |
|  69|male   |White    |
|  20|female |White    |
|  42|male   |Black    |
|  24|male   |Black    |
|  46|male   |Black    |
|  60|female |Black    |
|  65|female |Mexican  |
|  80|male   |White    |
|  80|male   |White    |
|  80|male   |White    |
|  66|female |White    |
|  66|female |White    |
|  28|male   |Mexican  |
|  28|male   |Mexican  |
|  28|male   |Mexican  |
|   0|female |White    |
|  27|male   |Mexican  |
|  60|male   |White    |
|  60|male   |White    |

]

.pull-right[
- 去除缺失值的行(drop_na)

```r
NHANES |> 
  tidyr::drop_na() |>
  knitr::kable()
```

"|>"为管道符，代表对前面的对象执行后面的操作，"%>%"是更早版本的管道符

]

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 纳入新变量(mutate)

```r
NHANES |> 
  dplyr::slice(1:5) |>
  dplyr::select(ID,Weight,Height) |>
  dplyr::mutate(BMI=Weight/Height^2) |>
  knitr::kable()
```

|    ID| Weight| Height|       BMI|
|-----:|------:|------:|---------:|
| 51624|   87.4|  164.7| 0.0032220|
| 51624|   87.4|  164.7| 0.0032220|
| 51624|   87.4|  164.7| 0.0032220|
| 51625|   17.0|  105.4| 0.0015303|
| 51630|   86.7|  168.4| 0.0030573|

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 根据变量排序(arrange)

```r
NHANES |> 
  dplyr::slice(1:5) |>
  dplyr::select(ID,Weight,Height) |>
  dplyr::arrange(Weight,Height) |>
  knitr::kable()
```

|    ID| Weight| Height|
|-----:|------:|------:|
| 51625|   17.0|  105.4|
| 51630|   86.7|  168.4|
| 51624|   87.4|  164.7|
| 51624|   87.4|  164.7|
| 51624|   87.4|  164.7|

1.arrange()是按照升序排列，若想按照降序排列，可以使用arrange(desc())

2.arrange()可以执行更为复杂的操作，如arrange(desc(a+b))是将数据按照a与b的和降序排列，arrange((a**2))是按照a的绝对值升序排列

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 调整变量次序(relocate)

```r
NHANES |> 
  dplyr::slice(1:5) |>
  dplyr::select(ID,Gender,Age,Weight,Height) |>
  dplyr::relocate(Weight,Height,.after=ID) |>
  knitr::kable()
```

|    ID| Weight| Height|Gender | Age|
|-----:|------:|------:|:------|---:|
| 51624|   87.4|  164.7|male   |  34|
| 51624|   87.4|  164.7|male   |  34|
| 51624|   87.4|  164.7|male   |  34|
| 51625|   17.0|  105.4|male   |   4|
| 51630|   86.7|  168.4|female |  49|

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 数据集合并

.pull-left[
- 纵向合并(bind_rows)

|    ID|Gender | Weight| Height|
|-----:|:------|------:|------:|
| 51624|male   |   87.4|  164.7|
| 51625|male   |   17.0|  105.4|
| 51630|female |   86.7|  168.4|
]

--
.pull-right[
- 横向合并(inner_join)

```
## Joining with `by = join_by(ID)`
```

|    ID|Gender | Weight| Height|
|-----:|:------|------:|------:|
| 51624|male   |   87.4|  164.7|
| 51625|male   |   17.0|  105.4|
| 51630|female |   86.7|  168.4|
]

1.rbind()、cbind()函数分别可以用于纵向合并和横向合并

2.在横向合并中，inner_join()、full_join()、left_join()、right_join()、cross_join()、semi_join()、anti_join()的区别留给大家思考

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 数据信息汇总(CreateTableOne)

```r
NHANES1 <- NHANES |>
  dplyr::slice(1:1000) |>
  mutate(Gender=factor(Gender),Race1=factor(Race1))
vars <- c('Gender','Race1','Age','Weight','Height')
factorVars <-  c('Gender','Race1')
tableone::CreateTableOne(vars = vars,  data = NHANES1, 
                         factorVars = factorVars)
```

```
##                     
##                      Overall       
##   n                    1000        
##   Gender = male (%)     481 (48.1) 
##   Race1 (%)                        
##      Black              113 (11.3) 
##      Hispanic            40 ( 4.0) 
##      Mexican            103 (10.3) 
##      White              667 (66.7) 
##      Other               77 ( 7.7) 
##   Age (mean (SD))     38.17 (22.22)
##   Weight (mean (SD))  73.55 (29.66)
##   Height (mean (SD)) 162.83 (18.62)
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 交互式表格(datatable)

```r
DT::datatable(
  head(NHANES, 10),
  fillContainer = FALSE, options = list(pageLength = 4)
)
```

<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-2540a8cabb100e9647b1" style="width:100%;height:auto;"></div>
<script type="application/json" data-for="htmlwidget-2540a8cabb100e9647b1">{"x":{"filter":"none","vertical":false,"fillContainer":false,"data":[["1","2","3","4","5","6","7","8","9","10"],[51624,51624,51624,51625,51630,51638,51646,51647,51647,51647],["2009_10","2009_10","2009_10","2009_10","2009_10","2009_10","2009_10","2009_10","2009_10","2009_10"],["male","male","male","male","female","male","male","female","female","female"],[34,34,34,4,49,9,8,45,45,45],[" 30-39"," 30-39"," 30-39"," 0-9"," 40-49"," 0-9"," 0-9"," 40-49"," 40-49"," 40-49"],[409,409,409,49,596,115,101,541,541,541],["White","White","White","Other","White","White","White","White","White","White"],[null,null,null,null,null,null,null,null,null,null],["High School","High School","High School",null,"Some College",null,null,"College Grad","College Grad","College 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class=\"display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>ID<\/th>\n      <th>SurveyYr<\/th>\n      <th>Gender<\/th>\n      <th>Age<\/th>\n      <th>AgeDecade<\/th>\n      <th>AgeMonths<\/th>\n      <th>Race1<\/th>\n      <th>Race3<\/th>\n      <th>Education<\/th>\n      <th>MaritalStatus<\/th>\n      <th>HHIncome<\/th>\n      <th>HHIncomeMid<\/th>\n      <th>Poverty<\/th>\n      <th>HomeRooms<\/th>\n      <th>HomeOwn<\/th>\n      <th>Work<\/th>\n      <th>Weight<\/th>\n      <th>Length<\/th>\n      <th>HeadCirc<\/th>\n      <th>Height<\/th>\n      <th>BMI<\/th>\n      <th>BMICatUnder20yrs<\/th>\n      <th>BMI_WHO<\/th>\n      <th>Pulse<\/th>\n      <th>BPSysAve<\/th>\n      <th>BPDiaAve<\/th>\n      <th>BPSys1<\/th>\n      <th>BPDia1<\/th>\n      <th>BPSys2<\/th>\n      <th>BPDia2<\/th>\n      <th>BPSys3<\/th>\n      <th>BPDia3<\/th>\n      <th>Testosterone<\/th>\n      <th>DirectChol<\/th>\n      <th>TotChol<\/th>\n      <th>UrineVol1<\/th>\n      <th>UrineFlow1<\/th>\n      <th>UrineVol2<\/th>\n      <th>UrineFlow2<\/th>\n      <th>Diabetes<\/th>\n      <th>DiabetesAge<\/th>\n      <th>HealthGen<\/th>\n      <th>DaysPhysHlthBad<\/th>\n      <th>DaysMentHlthBad<\/th>\n      <th>LittleInterest<\/th>\n      <th>Depressed<\/th>\n      <th>nPregnancies<\/th>\n      <th>nBabies<\/th>\n      <th>Age1stBaby<\/th>\n      <th>SleepHrsNight<\/th>\n      <th>SleepTrouble<\/th>\n      <th>PhysActive<\/th>\n      <th>PhysActiveDays<\/th>\n      <th>TVHrsDay<\/th>\n      <th>CompHrsDay<\/th>\n      <th>TVHrsDayChild<\/th>\n      <th>CompHrsDayChild<\/th>\n      <th>Alcohol12PlusYr<\/th>\n      <th>AlcoholDay<\/th>\n      <th>AlcoholYear<\/th>\n      <th>SmokeNow<\/th>\n      <th>Smoke100<\/th>\n      <th>Smoke100n<\/th>\n      <th>SmokeAge<\/th>\n      <th>Marijuana<\/th>\n      <th>AgeFirstMarij<\/th>\n      <th>RegularMarij<\/th>\n      <th>AgeRegMarij<\/th>\n      <th>HardDrugs<\/th>\n      <th>SexEver<\/th>\n      <th>SexAge<\/th>\n      <th>SexNumPartnLife<\/th>\n      <th>SexNumPartYear<\/th>\n      <th>SameSex<\/th>\n      <th>SexOrientation<\/th>\n      <th>PregnantNow<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"pageLength":4,"columnDefs":[{"className":"dt-right","targets":[1,4,6,12,13,14,17,18,19,20,21,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,43,44,47,48,49,50,53,56,57,59,60,64,66,68,71,72,73]},{"orderable":false,"targets":0}],"order":[],"autoWidth":false,"orderClasses":false,"lengthMenu":[4,10,25,50,100]}},"evals":[],"jsHooks":[]}</script>

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 线性回归
- 模型构建

```r
#线性回归模型
fit = lm(Height ~ 1+Weight+Gender, data = NHANES)
summary(fit)
```

```
## 
## Call:
## lm(formula = Height ~ 1 + Weight + Gender, data = NHANES)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -74.618  -6.579   2.134   9.189  32.189 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 1.206e+02  3.839e-01  314.22   <2e-16 ***
## Weight      5.310e-01  4.931e-03  107.68   <2e-16 ***
## Gendermale  5.238e+00  2.719e-01   19.26   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 13.12 on 9631 degrees of freedom
##   (366 observations deleted due to missingness)
## Multiple R-squared:  0.5772,	Adjusted R-squared:  0.5771 
## F-statistic:  6575 on 2 and 9631 DF,  p-value: < 2.2e-16
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 回归诊断
  - LINE条件：线性、独立、正态、等方差
  - 离群值、高杠杆点、强影响点

```r
fit = lm(Pulse ~ Weight, data = NHANES)
par(mfrow=c(2,2)); plot(fit)
```

![](Rslides1_files/figure-html/unnamed-chunk-19-1.png)

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

#### car包推荐
  - 线性

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::crPlots(fit)
```

![](Rslides1_files/figure-html/unnamed-chunk-20-1.png)
---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 独立性

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::durbinWatsonTest(fit)
```

```
##  lag Autocorrelation D-W Statistic p-value
##    1       0.3377876      1.324402       0
##  Alternative hypothesis: rho != 0
```

- 正态性

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::qqPlot(fit,main="Q-Q Plot")
```

![](Rslides1_files/figure-html/unnamed-chunk-22-1.png)

```
## [1] 5664 9874
```
---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 等方差性

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::ncvTest(fit)
```

```
## Non-constant Variance Score Test 
## Variance formula: ~ fitted.values 
## Chisquare = 0.420029, Df = 1, p = 0.51692
```

```r
car::spreadLevelPlot(fit)
```

![](Rslides1_files/figure-html/unnamed-chunk-23-1.png)

```
## 
## Suggested power transformation:  1.060243
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 多重共线性

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::vif(fit)
```

```
##   Weight   Height 
## 1.517514 1.517514
```

- 离群点

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
car::outlierTest(fit)
```

```
##      rstudent unadjusted p-value Bonferroni p
## 5664 5.434178         5.6574e-08   0.00048077
## 9874 4.650271         3.3651e-06   0.02859600
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 高杠杆点

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
hat.plot <- function(fit){
  p <- length(coefficients(fit))
  n <- length(fitted(fit))
  plot(hatvalues(fit),main="Index Plot of Hat Values")
  abline(h=c(2,3)*p/n,col="red",lty=2)
  identify(1:n,hatvalues(fit),names(hatvalues(fit)))
}
hat.plot(fit)
```

![](Rslides1_files/figure-html/unnamed-chunk-26-1.png)

```
## integer(0)
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 强影响点

```r
fit = lm(Pulse ~ Weight+Height, data = NHANES)
cutoff <- 4/(nrow(NHANES)-length(fit$coefficients)-2)
plot(fit,which=4,cook.levels=cutoff)
abline(h=cutoff,col="red",lty=2)
```

![](Rslides1_files/figure-html/unnamed-chunk-27-1.png)

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 逐步回归

```r
fit = lm(Pulse ~ Height+Gender+Age, data =
           na.omit(NHANES[,c('Pulse','Weight','Height','Gender','Age')]))
MASS::stepAIC(fit,direction = "backward")
```

```
## Start:  AIC=41648.5
## Pulse ~ Height + Gender + Age
## 
##          Df Sum of Sq     RSS   AIC
## <none>                1141235 41649
## - Height  1      6993 1148228 41698
## - Gender  1     12468 1153703 41739
## - Age     1     58786 1200021 42073
```

```
## 
## Call:
## lm(formula = Pulse ~ Height + Gender + Age, data = na.omit(NHANES[, 
##     c("Pulse", "Weight", "Height", "Gender", "Age")]))
## 
## Coefficients:
## (Intercept)       Height   Gendermale          Age  
##    95.59148     -0.09081     -2.85588     -0.13365
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### Logistic回归
- 模型构建

```r
#Logistic回归模型
lfit.1 = glm(Diabetes ~ Age+SmokeNow+BMI_WHO, family=binomial, data=NHANES)
summary(lfit.1)
```

```
## 
## Call:
## glm(formula = Diabetes ~ Age + SmokeNow + BMI_WHO, family = binomial, 
##     data = NHANES)
## 
## Coefficients:
##                      Estimate Std. Error z value Pr(>|z|)    
## (Intercept)         -5.822667   0.673317  -8.648  < 2e-16 ***
## Age                  0.052158   0.004209  12.392  < 2e-16 ***
## SmokeNowYes         -0.147500   0.136909  -1.077  0.28132    
## BMI_WHO18.5_to_24.9  0.281698   0.622767   0.452  0.65103    
## BMI_WHO25.0_to_29.9  0.680183   0.616569   1.103  0.26995    
## BMI_WHO30.0_plus     1.632200   0.612352   2.665  0.00769 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2267.8  on 3167  degrees of freedom
## Residual deviance: 1942.6  on 3162  degrees of freedom
##   (6832 observations deleted due to missingness)
## AIC: 1954.6
## 
## Number of Fisher Scoring iterations: 6
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 模型解释

```r
#Logistic回归模型
lfit.1 = glm(Diabetes ~ Age+SmokeNow+BMI_WHO, family=binomial, data=NHANES)
exp(coef(lfit.1))#回归系数指数化
```

```
##         (Intercept)                 Age         SmokeNowYes BMI_WHO18.5_to_24.9 
##         0.002959702         1.053542196         0.862862564         1.325377761 
## BMI_WHO25.0_to_29.9    BMI_WHO30.0_plus 
##         1.974239587         5.115115128
```

```r
exp(confint(lfit.1))#回归系数置信区间
```

```
## Waiting for profiling to be done...
```

```
##                            2.5 %       97.5 %
## (Intercept)         0.0006430753  0.009709255
## Age                 1.0450012675  1.062395207
## SmokeNowYes         0.6584370346  1.126682679
## BMI_WHO18.5_to_24.9 0.4530984640  5.662702901
## BMI_WHO25.0_to_29.9 0.6858432927  8.364582910
## BMI_WHO30.0_plus    1.7970283984 21.550711505
```

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### R制图
.pull-left[
- 条形图

```r
barplot(table(NHANES$Gender),
        width=0.25, xlim=c(0, 1),
        main="gender", 
        col=c("brown","green"))
```

![](Rslides1_files/figure-html/unnamed-chunk-31-1.png)
]

--
.pull-right[
- 直方图

```r
hist(NHANES$Height,
     main="Height")
```

![](Rslides1_files/figure-html/unnamed-chunk-32-1.png)
]

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

.pull-left[
- 箱线图

```r
boxplot(NHANES$Height~
          NHANES$Gender,
        main="Height")
```

![](Rslides1_files/figure-html/unnamed-chunk-33-1.png)

- 小提琴图

```r
vioplot::vioplot(NHANES$Height)
```

![](Rslides1_files/figure-html/unnamed-chunk-34-1.png)
]

--
.pull-right[
- 散点图

```r
plot(NHANES$Height,
     NHANES$Weight,
     main="Height~Weight")
```

![](Rslides1_files/figure-html/unnamed-chunk-35-1.png)

- 饼图

```r
pie(table(NHANES$Race1))
```

![](Rslides1_files/figure-html/unnamed-chunk-36-1.png)
]

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### ggplot2

```r
ggplot2::ggplot(data=NHANES,aes(x=Height,y=Weight))+
  geom_point(pch=17,color="brown",size=2)+
  geom_smooth(method="lm",color="green",linetype=2)+
  labs(x="Weight",y="Height")+
  ggtitle("Height~Weight")+
  theme(plot.title=element_text(hjust=0.5))
```

![](Rslides1_files/figure-html/unnamed-chunk-37-1.png)

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 交互式地图

```r
library(leaflet)
leaflet() %>% addTiles() %>% setView(116.353,39.983, zoom = 17)
```

<div class="leaflet html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-0b0ea97bb4d81d27e716" style="width:100%;height:432px;"></div>
<script type="application/json" data-for="htmlwidget-0b0ea97bb4d81d27e716">{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addTiles","args":["https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",null,null,{"minZoom":0,"maxZoom":18,"tileSize":256,"subdomains":"abc","errorTileUrl":"","tms":false,"noWrap":false,"zoomOffset":0,"zoomReverse":false,"opacity":1,"zIndex":1,"detectRetina":false,"attribution":"© <a href=\"https://openstreetmap.org/copyright/\">OpenStreetMap<\/a>,  <a href=\"https://opendatacommons.org/licenses/odbl/\">ODbL<\/a>"}]}],"setView":[[39.983,116.353],17,[]]},"evals":[],"jsHooks":[]}</script>

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

### 流行病学数据分析包
#### epicalc(CRAN中被epiDisplay取代)
.pull-left[
- 变量分布

```r
epiDisplay::dotplot(NHANES$Age)
```

![](Rslides1_files/figure-html/unnamed-chunk-39-1.png)

]

.pull-right[
- 变量累计分布

```r
epiDisplay::summ(NHANES$Age)
```

![](Rslides1_files/figure-html/unnamed-chunk-40-1.png)

```
##  obs.  mean   median  s.d.   min.   max.  
##  10000 36.742 36      22.398 0      80
```

]

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- 变量交叉分布

```r
epiDisplay::tabpct(NHANES$Education,NHANES$HHIncomeMid)
```

![](Rslides1_files/figure-html/unnamed-chunk-41-1.png)

---
background-image: url(https://vim.pku.edu.cn/images/content/2017-10/20171027165035344238_1.jpg)
background-size: 200px
background-position: 115% 3%

- RR值

```r
epiDisplay::cs(NHANES$Diabetes,NHANES$Gender)
```

```
## 
##           Exposure
## Outcome    Non-exposed Exposed Total
##   Negative 4592        4506    9098 
##   Positive 357         403     760  
##   Total    4949        4909    9858 
##                                     
##            Rne         Re      Rt   
##   Risk     0.07        0.08    0.08 
## 
##                                          Estimate Lower95ci Upper95ci
##  Risk difference (attributable risk)     0.01     0         0.02     
##  Risk ratio                              1.14     0.99      1.31     
##  Attr. frac. exp. -- (Re-Rne)/Re         0.12                        
##  Attr. frac. pop. -- (Rt-Rne)/Rt*100 %   6.43                        
##  Number needed to harm (NNH)             100.42   -1717.9   48.76    
##    or 1/(risk difference)
```

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- 剂量反应关系

```r
NHANES2 <- NHANES[NHANES$BMI_WHO!="12.0_18.5",] |>
  droplevels(NHANES$BMI_WHO)
epiDisplay::cs(NHANES2$Diabetes,NHANES2$BMI_WHO)
```

```
## 
##                 NHANES2$BMI_WHO
## NHANES2$Diabetes 18.5_to_24.9 25.0_to_29.9 30.0_plus
##   No             2797         2461         2321     
##   Yes            111          203          428      
##                                                     
##   Absolute risk  0.04         0.08         0.16     
##   Risk ratio     1            2            4.08     
##   lower 95% CI                1.6          3.39     
##   upper 95% CI                2.49         4.9      
## 
## Chi-squared = 248.42 , 2 d.f., P value = 0
```

![](Rslides1_files/figure-html/unnamed-chunk-43-1.png)

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- OR值

```r
epiDisplay::cc(NHANES2$Diabetes,NHANES2$BMI_WHO)
```

```
## 
##                 NHANES2$BMI_WHO
## NHANES2$Diabetes 18.5_to_24.9 25.0_to_29.9 30.0_plus
##   No             2797         2461         2321     
##   Yes            111          203          428      
##                                                     
##   Odds ratio     1            2.08         4.65     
##   lower 95% CI                1.63         3.73     
##   upper 95% CI                2.66         5.82     
## 
## Chi-squared = 248.42 , 2 d.f., P value = 0 
## Fisher's exact test (2-sided) P value = 0
```

![](Rslides1_files/figure-html/unnamed-chunk-44-1.png)

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- 分层OR值(混杂、交互)

```r
NHANES3 <- NHANES2 |>
  select(Diabetes,BMI_WHO,Gender) |>
  na.omit()
epiDisplay::mhor(NHANES3$Diabetes,NHANES3$Gender,NHANES3$BMI_WHO)
```

```
## 
## Stratified analysis by  Var3 
##                       OR lower lim. upper lim. P value
## Var3 18.5_to_24.9  1.612      1.082       2.41  0.0148
## Var3 25.0_to_29.9  1.420      1.047       1.94  0.0225
## Var3 30.0_plus     0.895      0.724       1.11  0.2933
## M-H combined       1.120      0.961       1.31  0.1474
## 
## M-H Chi2(1) = 2.1 , P value = 0.147 
## Homogeneity test, chi-squared 2 d.f. = 10.49 , P value = 0.005
```

![](Rslides1_files/figure-html/unnamed-chunk-45-1.png)

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- logistic回归

```r
#Logistic回归模型
lfit.1 = glm(Diabetes ~ Age+SmokeNow+BMI_WHO, family=binomial, data=NHANES)
epiDisplay::logistic.display(lfit.1,crude=FALSE)
```

```
## 
## Logistic regression predicting Diabetes : Yes vs No 
##  
##                         adj. OR(95%CI)     P(Wald's test) P(LR-test)
## Age (cont. var.)        1.05 (1.04,1.06)   < 0.001        < 0.001   
##                                                                     
## SmokeNow: Yes vs No     0.86 (0.66,1.13)   0.281          0.28      
##                                                                     
## BMI_WHO: ref.=12.0_18.5                                   < 0.001   
##    18.5_to_24.9         1.33 (0.39,4.49)   0.651                    
##    25.0_to_29.9         1.97 (0.59,6.61)   0.27                     
##    30.0_plus            5.12 (1.54,16.99)  0.008                    
##                                                                     
## Log-likelihood = -971.2769
## No. of observations = 3168
## AIC value = 1954.5538
```

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- logisitc逐步回归

```r
#Logistic回归模型
NHANES4 <- NHANES |>
  select(Diabetes,Age,SmokeNow,BMI_WHO) |>
  na.omit()
lfit.1 = glm(Diabetes ~ Age+SmokeNow+BMI_WHO, family=binomial, data=NHANES4)
lfit.2 = step(lfit.1,direction="backward")
```

```
## Start:  AIC=1954.55
## Diabetes ~ Age + SmokeNow + BMI_WHO
## 
##            Df Deviance    AIC
## - SmokeNow  1   1943.7 1953.7
## <none>          1942.5 1954.5
## - BMI_WHO   3   2038.9 2044.9
## - Age       1   2119.7 2129.7
## 
## Step:  AIC=1953.72
## Diabetes ~ Age + BMI_WHO
## 
##           Df Deviance    AIC
## <none>         1943.7 1953.7
## - BMI_WHO  3   2044.1 2048.1
## - Age      1   2161.0 2169.0
```

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### R软件的特点
- 免费、开放源代码，支持各主要计算机系统；

- 具有丰富的数据类型，包括向量、矩阵、因子和数据集等；

- 强调交互式数据分析，支持复杂算法描述，图形功能强;

- 实现了假设检验、回归、判别、聚类等多种统计学方法；

- 扩展包众多，功能完善(截止2023年11月在R扩展包主要分发网站CRAN上有近2万个)。

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### 参考资料推荐
- R语言实战
  - 包含了R入门的数据管理、统计分析、图形绘制等内容，其中统计分析包括描述性统计分析、假设检验、回归、方差分析、主成分和因子分析、时间序列等，非常全面
- R for data science（中、英文版）
  - 对于R如何处理数据，将raw data整合为tidy data并输出结果讲解的很好
  - https://yun.weicheng.men/Book/R%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6.pdf
  - https://r4ds.hadley.nz/
- R语言教程（北京大学李东风《统计软件》等课程讲义）
  - 这是我在做slides的时候发现的，内容和其他书籍类似，可作为额外参考
  - https://www.math.pku.edu.cn/teachers/lidf/docs/Rbook/html/_Rbook/index.html
- 谢益辉主页
  - https://yihui.org/
- 统计之都
  - https://cosx.org/
- stack overflow
  - https://stackoverflow.com/
- Google
  - https://www.google.com/

---
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background-image: url(https://upload.wikimedia.org/wikipedia/commons/3/39/Naruto_Shiki_Fujin.svg)
background-size: contain
### 祝愿大家在使用R的过程中
### 实现更多功能
### 发现更多乐趣
### 谢谢！

### 本幻灯片由谢益辉开发的R包 [**xaringan**](https://github.com/yihui/xaringan) 生成