Introduction to Data Science with R

EDLD 651

Joe Nese

University of Oregon
Fall 2025

How many popcorn kernels are in the jar?

(keep your guess to yourself!)

Introduction to the Course

Week 1

Agenda

  • Introductions
  • Syllabus
  • Introduce R

Learning Objectives

  • Understand the course requirements
  • Get you excited about R!

About me

  • husband, dad
  • BA: UC Santa Barbara
  • PhD, School Psychology: University of Maryland
  • UO since 2009 at Behavioral Research & Teaching (BRT)
  • Research Professor

Research

  • Applied statistical methods used by researchers
  • Developing and improving systems that support data-based decision making using advanced technologies to influence teachers’ instructional practices and increase student achievement

Teaching

  • EDLD 651 - this one!
  • EDLD 653 - Functional Programming for Educational Data Science1
  • EDLD 654 - Applied Machine Learning for Educational Data Scientists
  • EDLD 609 - Data Science Capstone

About you

Please introduce yourself

  1. Name and program/year of study
  2. Any R experience?
  3. How many popcorn kernels are in the jar?
    • No changing your answer! Academic integrity!

The Great Popcorn Experiment!

Why is this important?

  • reproducibility
  • transparency
  • open data and code

Conduct reseach!

with quarto

Like we just did!

Create slides!

with quarto

Like the ones you’re looking at right now!

Create a website!

with {quarto} or {bookdown}

For a project

For this class

Create a dashboard!

with {flexdashboard}!

Create an app!

with {shiny}!

Create a poster!

with {posterdown}!

Why is R awesome?

Data visualizations

  • {ggplot2} – your default by the end of this class, really powerful
  • {plotly} – interactive data visualizations
  • {shiny} — interactive data communications

Web

  • {blogdown}, {distill}, {bookdown}, quarto — build your own website
  • {rvest} — scrape web data

Modeling

  • {lme4} — multilevel modeling
  • {lavaan} — SEM
  • {tidymodels} — machine learning

Workflow!

  • RStudio projects
  • {here}

Acknowledgements

This course, and much of the materials prepared and content presented, was originally developed by Daniel Anderson

What this class is about

Celebrating successes!

Dr. Richard Feynman

American theoretical physicist, Nobel Laureate

Sharing

Sometimes I may ask people to share with the class something they have learned.

  • A success, a new {package} or function()
  • Completely voluntary
    • BUT, you might get a hex sticker 🎉

A sharing example

“I made this cool figure!

I used the {gghighlight} package for the first time!

And I annoted my facets separately!”

Another sharing example

“I went to re-run my ‘cool figure’ a couple months later and my code did not work!

I spent [mumble mumble] hours getting it to work again!”

What this class is about

Celebrating failures!

What does Richard Feynman have to say about failing?

What this class is about

Celebrating trying!

Very smart person Richard Feynman said:

What this class is about

Learning to problem solve!

Richard?

This class…

…is

  • data visualization
  • data structuring and manipulations
  • reproducible workflows
  • a LOT (content and assignments at a fast pace)

…is not

  • all encompassing
  • a statistics course
    • but we’ll use some stats in examples

Syllabus

Course Learning Outcomes

  • Understand the R package ecosystem
    • how to find, install, load, and learn about them
  • Read “flat” (i.e., rectangular) datasets into R
  • Perform basic data manipulations / transformations in R with the {tidyverse}
    • leverage appropriate functions for introductory data science tasks
    • prepare data using scripts and reproducible workflows
  • Use version control with R via git and GitHub
  • Use Quarto to create reproducible dynamic reports
  • Understand and create different types of data visualizations

Course Site

https://jnese.github.io/intro-DS-R_fall-2025/

Canvas

  • submit assignments
  • course announcements

Required Textbooks (free)

https://r4ds.hadley.nz/

Codecademy

  • Supplemental learning opportunities that I hope are helpful
  • Part of your “Supplemental Learning” grade

Resources

  • UO Libraries Data Services
    • cover statistical software (like R and Python), statistics, research design, GIS, git/GitHub
  • learnR4free
    • all sorts of resources (books, videos, websites, papers) to learn R for free
  • R-Ladies
    • Global organization to promote gender diversity in the R community
  • Posit Community
    • Similar to stackoverflow but friendlier (great place to post questions)
    • Opinionated
    • Posit-philosophy dominant (as is this class)

Weekly Schedule

  • Readings - do before class
  • Homeworks - due before following class

Assignements

Homework (200 points)

  • Homeworks – 10 at 13 points each (130 points)
  • Supplemental Learning - 7 at 10 points each (70 points)
    • Codeacademy \(\times\) 7
    • Screenshot of specific part of “Supplemental Learning”

Final Project (200 points)

  • Outline (15 points)
  • Draft Data Prep Script (25 points)
  • Peer Review of Draft Data Prep Script (25 points)
  • Final Project Presentation (25 points)
  • Final Paper (110 points)

400 points total

Grading

Grading Components
Lower % Lower point range Grade Upper point range Upper %
97 388 A+
93 372 A 384 96
90 360 A- 368 92
87 348 B+ 356 89
83 332 B 344 86
80 320 B- 328 82
77 308 C+ 316 79
73 292 C 304 76
70 280 C- 288 72
F 276 69

Homework

  • Scored on a “best honest effort” basis
    • generally zero or full credit
  • If you find yourself stuck and unable to proceed, please contact the instructor for help rather than submitting incomplete work
    • Contacting the instructor is part of the “best honest effort” and can result in full credit for an assignment even if the work is not fully complete
  • If the assignment is not complete, and the student has not contacted the instructor for help, it is likely to result is a partial credit score or a zero
  • Homeworks are generally due the class after they are assigned, before class starts
    • You can work in groups on these
    • late: 7 points max
    • >1 week late: 0 points

Final Project

  • Group project, 3-4 people
    • You select or me organize? (vote)
    • The expectations if you select
  • Quarto document

Final project must:

  • Be fully reproducible
    • this implies the data are open
  • Be a collaborative project hosted on GitHub
  • Move data from its raw “messy” format to a tidy data format
  • Include at least two exploratory plots
  • Include at least summary statistics of the data in tables, although fitted models are also encouraged

Final Project - Dates

  • Week 3 (10/15): Self-selected groups finalized
  • Week 5 (10/29): Final Project Outline due
  • Week 9 (11/26): Data prep script due
  • Week 10 (12/3): Peer review due
  • Week 10 (12/3): Final project presentations
  • Week 11 (12/10): Final Paper due

Final Project - Paper Scoring Rubric

Criteria Points Possible
Writing 5
Abstract 5
Introduction 5
Methods 5
Results 5
Discussion 5
References 25
Code 5
Document is fully reproducible 10 (5 pts each)
Demonstrate use of inline code 5
At least two data visualizations 5
Demonstrate tidying messy data using: 5
pivot_longer() 5
mutate() 10
select()`` and ``filter() 5
pivot_wider() 5
At least one table of descriptive statistics 110
group_by() 5
summarize() 5
Total 5

Final Project - Outline

Primary purpose: Get feedback and give me a preview of your project

  • Description of the data to be used
  • Discussion of preparatory work that needs to be done
  • How the requirements of the final project will be met
  • Anything you want feedback on

Final Project - Data Prep Script

  • Expected to be a work in progress
  • Provided to your peers so they can learn from you as much as you can learn from their feedback

Peer Review

  • Understand the purpose of the exercise
  • Conducted as a professional product
  • Should be very encouraging
  • Zero tolerance policy for inappropriate comments

Final Project - Presentation

Order randomly assigned. Should cover the following:

  • Share your journey (everyone, at least for a minute or two)
  • Discuss challenges you had along the way
  • Celebrate your successes
  • Discuss challenges you are still facing
  • Discuss substantive findings
  • Show off your cool figures!
  • Discuss next R hurdle you want to address

Final Project – Presentation Scoring Rubric

Final Presentation Rubric
Criteria Points possible
Challenges faced along the way 5
Victories and things to celebrate 5
Challenges you are still facing 5
Substantive findings/interpretations 5
Next R hurdle to tackle 5
Total 25

Final Projct - Paper

  • Research Paper
    • Abstract, Intro, Methods, Results, Discussion, References
    • Should be brief: 3,500 words max
  • No code displayed - should look like any other manuscript being submitted for publication
  • Include at least 1 table
  • Include at least 2 plots
  • Should be fully open, reproducible, and housed on GitHub
    • I should be able to clone your repository, open the RStudio Project, and reproduce the full manuscript (by rendering the Quarto doc)

git and GitHub

  • Will be required for final project
  • What is it?
    • Version control system
    • Collaboration tool
    • Can be powerful for transparency and reproducibility
    • More to come
  • Think of a GitHub profile as a public resume and treat it as such
  • Username advice from Jenny Bryan

Git might be frustrating, but we’ll get through it together!

Welcome to R !

What is R

  • R is an environment and programming language, created primarily for statistical analyses and graphics
  • No point-and-click interface
  • Open source
    • source code is freely available, and can be redistributed and modified
  • Incredibly powerful and flexible
    • Vast array of external packages available for specialized functions (analyses, data visualizations, automate the data “cleaning” process)

The bad news is that whenever you learn a new skill you’re going to suck. It’s going to be frustrating. The good news is that is typical and happens to everyone and it is only temporary. You can’t go from knowing nothing to becoming an expert without going through a period of great frustration and great suckiness.

– Hadley Wickham

Moving to code/programming

Advantages

  • Flexibility
    • Essentially anything is possible
  • Transparency
    • Documented history of your analysis
  • Efficiency
    • Many tasks can be automated

Disadvantages

  • Steep learning curve
    • Definitely requires a significant time investment
    • Similar to learning a new language
  • You will lose patience with point-and-click interfaces
  • Likely to become “one of the converted”

Code-based Interface

This is the R console

Code-based Interface

This is the RStudio IDE (Integrated Development Environment)

How to learn R?

  • Time
  • Use it!
  • Dedication and determination help
  • Be patient and forgiving with yourself, it will feel slow at first
  • I still get frustrated

R as a big calculator

3 + 2
[1] 5
3 / (3+2)
[1] 0.6
sqrt(49)
[1] 7

Object Assignment <-

Objects are stored in active memory of your computer with names that you provide

<- is the assignment operator

It is used to assign names to objects (like an = operator)

a <- 3
b <- 2
a
[1] 3
a + b
[1] 5
a / (a + b)
[1] 0.6

Re-assignment

a
[1] 3
a <- 10
a
[1] 10
a <- "EDLD 651"
a
[1] "EDLD 651"

Data Types

Data can be a variety of types

  • character: "Hello world!" or "EDLD 651"
  • numeric: 2 and/or 15.5
    • whole number called an integer
    • decimal called a double
    • Aside: explicit about an integer 2L (the L tells R to store this as an integer) ¯\(ツ)/¯
  • logical: TRUE or FALSE

These data types can be extremely useful in programming

Objects

Objects can also be:

  • variables
  • data sets
  • models
  • results
  • functions
  • figures
  • more…

You can then use or manipulate these in different ways

  • plots
  • functions
  • operators (arithmetic, logical, comparison)

R Functions

Anything that carries out an operation in R is a function, even +

Functions are generally followed by ()

  • function_name()

    • sum()
    • lm()
    • sqrt()

function_name() == package_name::function_name()

the package is also called the “namespace”

Getting help

? before a function name can be very helpful (and also confusing early on)

  • Helpful for understanding formal arguments of a function
    • arguments are options within a function()

?function_name()

?mutate() #mutate() is a function in the {dplyr} package

?dplyr::mutate()
?mean

Getting help

  • Resources on syllabus
  • Your classmates!
  • Me
    • Appointment by email
    • If you email me with a question, provide your R files & data
  • Google
    • stackoverflow

Getting help

Generative AI (e.g., ChatGPT)

Back to Dr. Feynman

(Isaac Asimov, really)

Installs

Install Check

Installs

Also

Customize!

Mandatory: Customize your RStudio

Tools > Global Options > General > Basic

  • Workspace
    • Restore .RData into workspace at startup – Uncheck
    • Save workspace to .RData on exit: – Never
  • History
    • Always save history (even when not saving .RData) – Check

Optional: Customize your RStudio

Tools > Global Options > Code > Display

  • General
    • Show indent guides – I don’t like it, up to you
  • Syntax
    • Highlight R function calls – I like it, up to you
    • Enable preview of named and hexadecimal colors – I like it, up to you
    • Use rainbow parentheses – I like it, up to you

Optional: Customize your RStudio

Tools > Global Options > R Markdown > Basic

  • R Markdown
    • Show output preview in: – Viewer Pane
    • Show equation and image previews: – Inline

Optional: Customize your RStudio Display!

Tools > Global Options > Pane Layout

As you like!

Customize your RStudio Display!

Tools > Global Options > Appearance

(let’s take a look)

Editor font

Editor font size

Editor theme!! 🎉

Keyboard Shortcuts

There are a lot…

Tools > Keyboard Shortcuts Help (Alt + Shift + K)

Tools > Modify Keyboard Shortcuts

My favorites (for Macs, sub Command for Ctrl)

  1. Ctrl + Enter = run code
  2. Ctrl + Shift + M = insert pipe (|>)
  3. Ctrl + Alt + I = insert code chunk in R Markdown
  4. Ctrl + Shift + C = comment a block

Other good ones

  • Alt + - = insert assignment operator (<-)
  • Alt + Shift + Up/Down = add cursor above/below current cursor

demo

R Packages

The data science pipeline

How do we go about this?

“Out of the box” functionality

R packages provide functions (and datasets) for you to use

Some packages are pre-loaded: no need to load (library(base)), you can use all of their functions anytime

  • {base}
  • {graphics}
  • {stats}

Some packages are pre-installed: you just need to load the package (library(MASS)) or use the namespace (MASS::cats)

  • {boot}
  • {MASS}
  • {Matrix}

Pre-loaded vs Installed

Pre-loaded packages work on launch

For example, plot() is part of the {graphics} package, which ships with R . . .

plot(x = 1:10, y = 1:10)

{base} package

  • All functions come from a package
  • What do you get with the following?

?'+'

Packages on CRAN

There is a TON of functionality that comes with R right from your initial download BUT the functionality can be extended by installing other packages

CRAN is the official repository

  • a network of servers maintained by the R community around the world
  • coordinated by the R Foundation
  • a package needs to pass several tests to be published on CRAN

Most often, you will first install a package, then load it

  • install.packages(“package_name”)
  • library(package_name)

You will only need to install a package once (generally). After that, it is in your library and only needs to be loaded

One more time

install.packages(“package_name”)

  • you will only need to do this the FIRST time you use the package
  • don’t keep this code line (just run it in the console!)
  • notices the quotes around the package name

library(package_name)

  • you will do this every time you use the package in your scripts
  • notices no quotes

OK, last time

install.packages(“package_name”)

one time!

library(package_name)

every time!

Other packages

On GitHub

  • Popular repository for open source projects
    • Integrated with git (version control)
    • Easy to share/collaborate
  • Not necessarily R specific
  • Generally, these packages “in development,” or are the beta versions of existing packages
  • No review process associated with GitHub

Possibilities

With just a basic knowledge of R you have access to thousands of packages

  • Expanding on a daily basis
    • Currently, the CRAN package repository features 22,676 packages
    • 21,000+ last year at this time
    • constantly evolving to keep up with the varied demands of the data science community
  • Provides access to cutting edge and specialized functionality for analysis, data visualization, and data preparation
  • Some of the most modern thinking on data analysis topics are often represented in these packages

Let’s dive in

(or end here for today)

How do we access variables (columns) in our data?

  • Generally, in this course, with {tidyverse} tools
  • Sometimes with base using $ or with []
    • data_name$variable_name
    • data_name["variable_name"]

Some data

Let’s load the {tidyverse}, and then we’ll access some variables from the data sets within the packages

Then let’s take a glimpse at the gss_cat data which loads with tidyverse

# install.packages(“tidyverse”) 
## if you have never installed {tidyverse} you'll need to do that first
library(tidyverse)

glimpse(gss_cat)
# install.packages(“tidyverse”) 
## if you have never installed {tidyverse} you'll need to do that first
library(tidyverse)

glimpse(gss_cat)
Rows: 21,483
Columns: 9
$ year    <int> 2000, 2000, 2000, 2000, 2000, 2000, 2000, 2000, 2000, 2000, 20…
$ marital <fct> Never married, Divorced, Widowed, Never married, Divorced, Mar…
$ age     <int> 26, 48, 67, 39, 25, 25, 36, 44, 44, 47, 53, 52, 52, 51, 52, 40…
$ race    <fct> White, White, White, White, White, White, White, White, White,…
$ rincome <fct> $8000 to 9999, $8000 to 9999, Not applicable, Not applicable, …
$ partyid <fct> "Ind,near rep", "Not str republican", "Independent", "Ind,near…
$ relig   <fct> Protestant, Protestant, Protestant, Orthodox-christian, None, …
$ denom   <fct> "Southern baptist", "Baptist-dk which", "No denomination", "No…
$ tvhours <int> 12, NA, 2, 4, 1, NA, 3, NA, 0, 3, 2, NA, 1, NA, 1, 7, NA, 3, 3…

Selecting varaibles

Select the marital variable with $

gss_cat$marital
    [1] Never married Divorced      Widowed       Never married Divorced     
    [6] Married       Never married Divorced      Married       Married      
   [11] Married       Married       Married       Married       Divorced     
   [16] Married       Widowed       Never married Married       Married      
   [21] Married       Married       Never married Widowed       Widowed      
   [26] Widowed       Widowed       Widowed       Divorced      Widowed      
   [31] Widowed       Married       Married       Never married Married      
   [36] Never married Never married Never married Never married Never married
   [41] Married       Married       Divorced      Never married Never married
   [46] Never married Married       Married       Married       Married      
   [51] Never married Married       Married       Married       Married      
   [56] Divorced      Divorced      Divorced      Never married Never married
   [61] Married       Married       Never married Divorced      Never married
   [66] Widowed       Divorced      Married       Never married Never married
   [71] Widowed       Widowed       Widowed       Widowed       Widowed      
   [76] Never married Widowed       Never married Married       Never married
   [81] Married       Married       Widowed       Married       Married      
   [86] Divorced      Never married Separated     Never married Widowed      
   [91] Widowed       Married       Divorced      Never married Never married
   [96] Never married Married       Married       Widowed       Divorced     
  [101] Married       Married       Married       Married       Widowed      
  [106] Married       Divorced      Divorced      Married       Never married
  [111] Married       Married       Separated     Married       Never married
  [116] Divorced      Divorced      Separated     Married       Widowed      
  [121] Separated     Divorced      Married       Divorced      Never married
  [126] Divorced      Divorced      Married       Never married Never married
  [131] Never married Married       Married       Divorced      Widowed      
  [136] Never married Widowed       Divorced      Separated     Widowed      
  [141] Never married Widowed       Widowed       Widowed       Widowed      
  [146] Never married Never married Never married Never married Never married
  [151] Never married Never married Married       Married       Separated    
  [156] Never married Widowed       Widowed       Married       Married      
  [161] Married       Married       Married       Never married Married      
  [166] Divorced      Never married Married       Married       Married      
  [171] Never married Never married Married       Married       Married      
  [176] Married       Married       Married       Married       Married      
  [181] Married       Widowed       Widowed       Married       Married      
  [186] Married       Divorced      Married       Married       Never married
  [191] Never married Never married Divorced      Never married Never married
  [196] Married       Never married Separated     Never married Never married
  [201] Divorced      Widowed       Separated     Married       Married      
  [206] Separated     Divorced      Divorced      Never married Married      
  [211] Married       Married       Married       Married       Never married
  [216] Never married Never married Married       Married       Separated    
  [221] Married       Never married Married       Never married Divorced     
  [226] Never married Never married Never married Married       Married      
  [231] Never married Married       Widowed       Married       Never married
  [236] Divorced      Married       Separated     Married       Married      
  [241] Married       Widowed       Married       Widowed       Married      
  [246] Never married Married       Married       Married       Widowed      
  [251] Married       Married       Married       Divorced      Never married
  [256] Married       Married       Divorced      Married       Never married
  [261] Separated     Divorced      Widowed       Married       Separated    
  [266] Widowed       Married       Never married Never married Married      
  [271] Married       Never married Never married Never married Divorced     
  [276] Widowed       Separated     Divorced      Widowed       Never married
  [281] Never married Never married Married       Married       Never married
  [286] Never married Never married Divorced      Never married Divorced     
  [291] Married       Never married Separated     Separated     Never married
  [296] Married       Never married Divorced      Never married Never married
  [301] Never married Never married Divorced      Divorced      Married      
  [306] Married       Married       Married       Married       Divorced     
  [311] Married       Married       Married       Never married Married      
  [316] Never married Never married Married       Married       Married      
  [321] Divorced      Never married Never married Married       Married      
  [326] Married       Never married Never married Never married Married      
  [331] Widowed       Married       Married       Widowed       Married      
  [336] Married       Married       Never married Never married Married      
  [341] Married       Married       Married       Married       Never married
  [346] Married       Married       Never married Never married Widowed      
  [351] Married       Married       Married       Never married Married      
  [356] Married       Never married Married       Divorced      Married      
  [361] Married       Separated     Never married Never married Married      
  [366] Married       Divorced      Married       Married       Never married
  [371] Never married Never married Never married Divorced      Married      
  [376] Married       Divorced      Never married Never married Married      
  [381] Never married Widowed       Married       Married       Divorced     
  [386] Married       Married       Separated     Married       Married      
  [391] Married       Widowed       Divorced      Married       Married      
  [396] Married       Divorced      Married       Divorced      Never married
  [401] Married       Married       Never married Separated     Separated    
  [406] Never married Divorced      Married       Married       Married      
  [411] Married       Married       Never married Married       Married      
  [416] Married       Married       Never married Married       Married      
  [421] Married       Married       Divorced      Divorced      Married      
  [426] Married       Married       Married       Never married Married      
  [431] Never married Married       Never married Divorced      Divorced     
  [436] Divorced      Never married Married       Separated     Divorced     
  [441] Widowed       Divorced      Divorced      Never married Divorced     
  [446] Widowed       Divorced      Divorced      Divorced      Never married
  [451] Divorced      Widowed       Widowed       Married       Married      
  [456] Never married Never married Never married Married       Married      
  [461] Married       Widowed       Divorced      Never married Married      
  [466] Married       Married       Never married Married       Married      
  [471] Married       Widowed       Never married Married       Divorced     
  [476] Divorced      Married       Widowed       Married       Married      
  [481] Married       Married       Married       Never married Divorced     
  [486] Married       Never married Separated     Widowed       Divorced     
  [491] Married       Married       Never married Separated     Never married
  [496] Married       Married       Married       Married       Never married
  [501] Married       Married       Never married Divorced      Married      
  [506] Married       Married       Never married Never married Never married
  [511] Never married Never married Never married Never married Never married
  [516] Never married Never married Married       Separated     Married      
  [521] Never married Divorced      Married       Widowed       Married      
  [526] Never married Married       Married       Never married Widowed      
  [531] Never married Never married Married       Married       Separated    
  [536] Never married Never married Married       Married       Married      
  [541] Married       Divorced      Married       Married       Married      
  [546] Married       Married       Widowed       Separated     Separated    
  [551] Never married Widowed       Widowed       Divorced      Never married
  [556] Separated     Divorced      Never married Never married Never married
  [561] Married       Married       Never married Married       Married      
  [566] Married       Divorced      Married       Married       Never married
  [571] Married       Married       Divorced      Never married Married      
  [576] Married       Married       Never married Married       Never married
  [581] Never married Married       Married       Separated     Never married
  [586] Never married Widowed       Married       Married       Divorced     
  [591] Married       Married       Married       Married       Married      
  [596] Married       Married       Widowed       Never married Divorced     
  [601] Married       Married       Married       Never married Never married
  [606] Never married Never married Never married Never married Married      
  [611] Married       Never married Married       Married       Married      
  [616] Married       Never married Separated     Married       Never married
  [621] Never married Married       Married       Never married Married      
  [626] Never married Divorced      Married       Divorced      Widowed      
  [631] Married       Never married Married       Never married Separated    
  [636] Divorced      Never married Widowed       Separated     Married      
  [641] Never married Married       Never married Never married Never married
  [646] Divorced      Divorced      Never married Never married Married      
  [651] Divorced      Never married Married       Married       Widowed      
  [656] Never married Separated     Divorced      Divorced      Divorced     
  [661] Never married Married       Divorced      Married       Separated    
  [666] Never married Married       Married       Married       Married      
  [671] Married       Married       Married       Never married Widowed      
  [676] Never married Never married Divorced      Never married Married      
  [681] Never married Never married Married       Married       Married      
  [686] Married       Married       Never married Divorced      Separated    
  [691] Divorced      Married       Married       Married       Married      
  [696] Married       Married       Married       Married       Never married
  [701] Divorced      Married       Divorced      Never married Never married
  [706] Never married Never married Widowed       Married       Married      
  [711] Never married Never married Married       Divorced      Married      
  [716] Married       Married       Widowed       Never married Never married
  [721] Divorced      Married       Married       Married       Divorced     
  [726] Divorced      Married       Widowed       Never married Widowed      
  [731] Married       Widowed       Divorced      Married       Married      
  [736] Widowed       Widowed       Divorced      Separated     Widowed      
  [741] Married       Married       Married       Never married Married      
  [746] Married       Married       Married       Married       Married      
  [751] Married       Married       Married       Married       Married      
  [756] Married       Never married Never married Married       Divorced     
  [761] Married       Married       Never married Never married Widowed      
  [766] Married       Widowed       Married       Married       Never married
  [771] Never married Never married Divorced      Divorced      Never married
  [776] Divorced      Never married Never married Never married Married      
  [781] Divorced      Married       Widowed       Married       Married      
  [786] Never married Married       Divorced      Divorced      Never married
  [791] Never married Divorced      Divorced      Married       Married      
  [796] Never married Married       Separated     Married       Married      
  [801] Married       Never married Never married Married       Married      
  [806] Married       Never married Widowed       Widowed       Widowed      
  [811] Widowed       Married       Married       Widowed       Married      
  [816] Married       Never married Widowed       Widowed       Never married
  [821] Divorced      Divorced      Married       Divorced      Separated    
  [826] Married       Married       Widowed       Never married Married      
  [831] Never married Married       Married       Never married Married      
  [836] Married       Married       Widowed       Married       Widowed      
  [841] Married       Never married Separated     Widowed       Married      
  [846] Widowed       Never married Widowed       Widowed       Widowed      
  [851] Married       Married       Widowed       Separated     Married      
  [856] Married       Separated     Married       Widowed       Married      
  [861] Divorced      Never married Widowed       Never married Never married
  [866] Divorced      Married       Never married Married       Divorced     
  [871] Married       Married       Never married Divorced      Never married
  [876] Divorced      Widowed       Divorced      Married       Divorced     
  [881] Divorced      Widowed       Widowed       Never married Married      
  [886] Divorced      Married       Married       Divorced      Married      
  [891] Widowed       Married       Married       Married       Married      
  [896] Married       Married       Married       Married       Married      
  [901] Never married Married       Never married Divorced      Married      
  [906] Widowed       Divorced      Divorced      Married       Divorced     
  [911] Married       Married       Never married Divorced      Separated    
  [916] Married       Never married Divorced      Never married Never married
  [921] Widowed       Never married Married       Married       Divorced     
  [926] Separated     Separated     Married       Divorced      Divorced     
  [931] Married       Divorced      Married       Divorced      Never married
  [936] Divorced      Divorced      Never married Never married Never married
  [941] Married       Widowed       Married       Married       Divorced     
  [946] Married       Divorced      Divorced      Married       Married      
  [951] Married       Married       Never married Divorced      Divorced     
  [956] Never married Separated     Never married Married       Married      
  [961] Married       Married       Married       Never married Married      
  [966] Never married Married       Divorced      Married       Married      
  [971] Never married Never married Married       Divorced      Widowed      
  [976] Divorced      Never married Married       Married       Divorced     
  [981] Married       Never married Never married Never married Separated    
  [986] Never married Divorced      Married       Divorced      Married      
  [991] Married       Married       Married       Married       Married      
  [996] Married       Never married Married       Married       Married      
 [1001] Divorced      Never married Married       Married       Married      
 [1006] Married       Married       Married       Married       Married      
 [1011] Divorced      Separated     Married       Widowed       Married      
 [1016] Never married Separated     Married       Never married Never married
 [1021] Never married Divorced      Married       Married       Separated    
 [1026] Married       Married       Never married Married       Married      
 [1031] Married       Married       Divorced      Never married Married      
 [1036] Married       Married       Divorced      Divorced      Married      
 [1041] Married       Married       Married       Married       Separated    
 [1046] Married       Married       Separated     Divorced      Married      
 [1051] Married       Married       Separated     Married       Never married
 [1056] Married       Never married Never married Married       Married      
 [1061] Married       Married       Married       Married       Divorced     
 [1066] Married       Married       Married       Married       Married      
 [1071] Never married Married       Married       Married       Married      
 [1076] Divorced      Married       Married       Married       Never married
 [1081] Never married Never married Never married Divorced      Divorced     
 [1086] Divorced      Married       Married       Divorced      Never married
 [1091] Married       Married       Divorced      Divorced      Married      
 [1096] Married       Separated     Never married Married       Never married
 [1101] Married       Never married Divorced      Never married Married      
 [1106] Married       Married       Married       Married       Married      
 [1111] Married       Married       Never married Never married Widowed      
 [1116] Never married Divorced      Married       Never married Married      
 [1121] Married       Never married Never married Never married Married      
 [1126] Never married Married       Never married Widowed       Married      
 [1131] Never married Married       Never married Never married Separated    
 [1136] Widowed       Never married Married       Married       Divorced     
 [1141] Divorced      Divorced      Married       Married       Married      
 [1146] Married       Married       Married       Married       Married      
 [1151] Widowed       Never married Never married Never married Never married
 [1156] Never married Never married Married       Widowed       Married      
 [1161] Married       Married       Widowed       Married       Married      
 [1166] Widowed       Never married Married       Divorced      Widowed      
 [1171] Married       Married       Married       Divorced      Married      
 [1176] Never married Divorced      Married       Married       Married      
 [1181] Divorced      Widowed       Never married Divorced      Divorced     
 [1186] Separated     Divorced      Separated     Married       Separated    
 [1191] Divorced      Married       Never married Never married Widowed      
 [1196] Never married Never married Divorced      Separated     Married      
 [1201] Divorced      Divorced      Divorced      Married       Married      
 [1206] Divorced      Never married Never married Married       Married      
 [1211] Married       Widowed       Widowed       Divorced      Never married
 [1216] Married       Married       Married       Married       Married      
 [1221] Divorced      Never married Married       Married       Divorced     
 [1226] Divorced      Divorced      Married       Divorced      Married      
 [1231] Married       Divorced      Divorced      Married       Separated    
 [1236] Married       Married       Divorced      Divorced      Divorced     
 [1241] Married       Never married Married       Never married Widowed      
 [1246] Married       Never married Divorced      Never married Married      
 [1251] Married       Never married Divorced      Widowed       Never married
 [1256] Married       Married       Never married Never married Married      
 [1261] Married       Married       Married       Widowed       Married      
 [1266] Married       Divorced      Married       Married       Married      
 [1271] Married       Married       Married       Divorced      Married      
 [1276] Never married Married       Married       Married       Never married
 [1281] Married       Divorced      Widowed       Married       Widowed      
 [1286] Widowed       Never married Married       Married       Married      
 [1291] Married       Never married Divorced      Divorced      Married      
 [1296] Never married Never married Divorced      Never married Never married
 [1301] Divorced      Divorced      Never married Never married Married      
 [1306] Divorced      Married       Divorced      Married       Married      
 [1311] Separated     Never married Married       Never married Divorced     
 [1316] Married       Married       Never married Divorced      Divorced     
 [1321] Married       Married       Divorced      Widowed       Never married
 [1326] Married       Married       Married       Never married Never married
 [1331] Never married Divorced      Divorced      Divorced      Never married
 [1336] Never married Never married Married       Never married Never married
 [1341] Never married Divorced      Married       Married       Married      
 [1346] Never married Divorced      Married       Married       Never married
 [1351] Never married Married       Married       Separated     Married      
 [1356] Married       Married       Married       Married       Divorced     
 [1361] Divorced      Never married Married       Never married Never married
 [1366] Never married Divorced      Divorced      Never married Widowed      
 [1371] Never married Widowed       Separated     Never married Divorced     
 [1376] Never married Widowed       Widowed       Never married Never married
 [1381] Widowed       Never married Separated     Married       Divorced     
 [1386] Separated     Married       Divorced      Divorced      Never married
 [1391] Never married Married       Married       Married       Married      
 [1396] Married       Divorced      Widowed       Married       Married      
 [1401] Never married Never married Never married Married       Married      
 [1406] Never married Married       Widowed       Married       Married      
 [1411] Married       Divorced      Married       Divorced      Married      
 [1416] Married       Never married Married       Married       Divorced     
 [1421] Never married Married       Married       Divorced      Married      
 [1426] Married       Widowed       Never married Married       Divorced     
 [1431] Separated     Married       Never married Married       Never married
 [1436] Married       Married       Separated     Never married Divorced     
 [1441] Married       Married       Divorced      Never married Never married
 [1446] Never married Married       Divorced      Widowed       Married      
 [1451] Divorced      Never married Separated     Divorced      Married      
 [1456] Never married Never married Never married Never married Never married
 [1461] Never married Married       Married       Divorced      Never married
 [1466] Never married Married       Married       Never married Never married
 [1471] Married       Married       Married       Married       Divorced     
 [1476] Never married Married       Never married Never married Separated    
 [1481] Divorced      Never married Never married Never married Separated    
 [1486] Married       Married       Divorced      Married       Married      
 [1491] Married       Married       Married       Separated     Divorced     
 [1496] Never married Divorced      Married       Divorced      Married      
 [1501] Divorced      Never married Married       Never married Married      
 [1506] Never married Married       Married       Never married Widowed      
 [1511] Widowed       Never married Married       Separated     Married      
 [1516] Married       Married       Married       Married       Widowed      
 [1521] Never married Married       Married       Divorced      Married      
 [1526] Married       Never married Married       Widowed       Married      
 [1531] Widowed       Widowed       Married       Married       Widowed      
 [1536] Married       Married       Widowed       Married       Never married
 [1541] Separated     Married       Married       Married       Never married
 [1546] No answer     Never married Never married Married       Married      
 [1551] Married       Never married Never married Married       Divorced     
 [1556] Married       Married       Married       Married       Married      
 [1561] Divorced      Never married Never married Never married Never married
 [1566] Never married Divorced      Divorced      Divorced      Married      
 [1571] Never married Divorced      Never married Never married Never married
 [1576] Married       Married       Never married Married       Never married
 [1581] Divorced      Married       Married       Never married Never married
 [1586] Divorced      Married       Never married Divorced      Divorced     
 [1591] Divorced      Married       Divorced      Never married Married      
 [1596] Never married Divorced      Separated     Married       Married      
 [1601] Married       Married       Married       Married       Never married
 [1606] Married       Married       Never married Never married Never married
 [1611] Widowed       Never married Separated     Divorced      Married      
 [1616] Married       Married       Married       Married       Married      
 [1621] Married       Never married Never married Never married Married      
 [1626] Never married Divorced      Married       Married       Never married
 [1631] Married       Married       Married       Married       Never married
 [1636] Married       Married       Married       Married       Married      
 [1641] Never married Never married Widowed       Never married Never married
 [1646] Divorced      Never married Divorced      Never married Never married
 [1651] Divorced      Married       Married       Never married Married      
 [1656] Divorced      Never married Married       Married       Married      
 [1661] Divorced      Divorced      Married       Divorced      Widowed      
 [1666] Divorced      Never married Divorced      Married       Divorced     
 [1671] Never married Separated     Married       Divorced      Widowed      
 [1676] Never married Married       Widowed       Married       Married      
 [1681] Married       Married       Married       Married       Married      
 [1686] Married       Divorced      Widowed       Divorced      Never married
 [1691] Divorced      Never married Never married Married       Never married
 [1696] Married       Divorced      Divorced      Divorced      Married      
 [1701] Divorced      Never married Divorced      Married       Separated    
 [1706] Married       Married       Married       Married       Married      
 [1711] Married       Divorced      Never married Never married Married      
 [1716] Never married Widowed       Divorced      Separated     Married      
 [1721] Never married Never married Married       Widowed       Never married
 [1726] Never married Never married Never married Never married Divorced     
 [1731] Never married Never married Never married Never married Never married
 [1736] Married       Married       Divorced      Married       Married      
 [1741] Never married Separated     Married       Married       Married      
 [1746] Widowed       Married       Widowed       Married       Widowed      
 [1751] Widowed       Married       Never married Divorced      Divorced     
 [1756] Married       Married       Never married Married       Widowed      
 [1761] Married       Married       Married       Never married Divorced     
 [1766] Never married Never married Never married Never married Married      
 [1771] Widowed       Widowed       Separated     Divorced      Widowed      
 [1776] Divorced      Never married Divorced      Widowed       Divorced     
 [1781] Divorced      Married       Married       Never married Married      
 [1786] Divorced      Divorced      Never married Married       Married      
 [1791] Never married Never married Never married Never married Married      
 [1796] Never married Married       Married       Married       Married      
 [1801] Married       Married       Married       Married       Widowed      
 [1806] Widowed       Married       Married       Married       Divorced     
 [1811] Never married Never married Married       Married       Widowed      
 [1816] Divorced      Divorced      Never married Married       Widowed      
 [1821] Separated     Married       Widowed       Widowed       Married      
 [1826] Never married Never married Divorced      Married       Divorced     
 [1831] Never married Separated     Widowed       Separated     Never married
 [1836] Divorced      Divorced      Married       Never married Never married
 [1841] Never married Married       Never married Never married Divorced     
 [1846] Divorced      Separated     Never married Never married Never married
 [1851] Married       Married       Married       Divorced      Married      
 [1856] Married       Separated     Never married Never married Married      
 [1861] Married       Married       Divorced      Married       Never married
 [1866] Married       Never married Divorced      Never married Married      
 [1871] Married       Never married Never married Married       Married      
 [1876] Never married Never married Married       Divorced      Married      
 [1881] Divorced      Divorced      Widowed       Married       Widowed      
 [1886] Married       Never married Married       Married       Married      
 [1891] Married       Never married Never married Never married Never married
 [1896] Never married Never married Never married Never married Never married
 [1901] Divorced      Never married Never married Never married Married      
 [1906] Never married Never married Never married Never married Never married
 [1911] Never married Never married Never married Never married Divorced     
 [1916] Married       Never married Never married Never married Never married
 [1921] Never married Married       Married       Married       Married      
 [1926] Never married Never married Widowed       Never married Widowed      
 [1931] Never married Never married Never married Never married Never married
 [1936] Widowed       Separated     Married       Never married Never married
 [1941] Separated     Married       Widowed       Widowed       Divorced     
 [1946] Divorced      Divorced      Married       Married       Married      
 [1951] Married       Married       Married       Divorced      Divorced     
 [1956] Married       Married       Married       Married       Married      
 [1961] Married       Married       Never married Married       Divorced     
 [1966] Divorced      Married       Never married Married       Married      
 [1971] Married       Never married Married       Divorced      Married      
 [1976] Divorced      Widowed       Married       Married       Separated    
 [1981] Separated     Married       Never married Separated     Widowed      
 [1986] Separated     Married       Divorced      Divorced      Widowed      
 [1991] Divorced      Married       Married       Married       Married      
 [1996] Never married Never married Married       Never married Married      
 [2001] Never married Married       Married       Never married Married      
 [2006] Married       Married       Divorced      Divorced      Divorced     
 [2011] Married       Married       Married       Married       Never married
 [2016] Married       Married       Widowed       Widowed       Widowed      
 [2021] Widowed       Never married Widowed       Married       Married      
 [2026] Widowed       Married       Married       Married       Widowed      
 [2031] Separated     Never married Never married Divorced      Married      
 [2036] Married       Married       Married       Separated     Never married
 [2041] Never married Married       Divorced      Never married Never married
 [2046] Married       Divorced      Married       Never married Separated    
 [2051] Married       Married       Widowed       Never married Widowed      
 [2056] Never married Never married Divorced      Married       Divorced     
 [2061] Divorced      Never married Married       Never married Divorced     
 [2066] Married       Married       Divorced      Never married Married      
 [2071] Married       Separated     Married       Never married Married      
 [2076] Married       Never married Never married Divorced      Married      
 [2081] Divorced      Divorced      Never married Divorced      Never married
 [2086] Separated     Widowed       Never married Married       Married      
 [2091] Divorced      Divorced      Never married Widowed       Married      
 [2096] Never married Widowed       Widowed       Married       Married      
 [2101] Widowed       Divorced      Widowed       Divorced      Separated    
 [2106] Widowed       Married       Married       Never married Married      
 [2111] Widowed       Married       Divorced      Married       Never married
 [2116] Never married Never married Married       Married       Never married
 [2121] Never married Divorced      Married       Divorced      Never married
 [2126] Divorced      Never married Never married Divorced      Never married
 [2131] Divorced      Never married Married       Divorced      Never married
 [2136] Married       Married       Widowed       Married       Married      
 [2141] Never married Never married Married       Married       Married      
 [2146] Married       Widowed       Married       Married       Never married
 [2151] Divorced      Never married Married       Never married Never married
 [2156] Divorced      Married       Never married Married       Married      
 [2161] Widowed       Married       Married       Married       Divorced     
 [2166] Never married Never married Married       Never married Never married
 [2171] Married       Never married Married       Married       Married      
 [2176] Divorced      Married       Married       Married       Married      
 [2181] Never married Married       Married       Widowed       Married      
 [2186] Married       Divorced      Never married Divorced      Married      
 [2191] Married       Married       Married       Married       Widowed      
 [2196] Married       Married       Married       Married       Married      
 [2201] Married       Never married Married       Widowed       Married      
 [2206] Married       Married       Divorced      Divorced      Married      
 [2211] Married       Married       Never married Married       Divorced     
 [2216] Married       Married       Married       Married       Never married
 [2221] Married       Never married Married       Married       Married      
 [2226] Married       Married       Married       Never married Widowed      
 [2231] Widowed       Married       Married       Married       Divorced     
 [2236] Married       Married       Married       Divorced      Widowed      
 [2241] Married       Married       Divorced      Married       Never married
 [2246] Married       Divorced      Married       Married       Married      
 [2251] Widowed       Divorced      Widowed       Married       Married      
 [2256] Widowed       Married       Married       Married       Married      
 [2261] Widowed       Widowed       Married       Divorced      Divorced     
 [2266] Married       Married       Widowed       Divorced      Never married
 [2271] Never married Never married Divorced      Married       Widowed      
 [2276] Widowed       Never married Never married Never married Divorced     
 [2281] Divorced      Never married Never married Married       Never married
 [2286] Divorced      Never married Married       Never married Never married
 [2291] Never married Married       Never married Never married Married      
 [2296] Divorced      Married       Married       Married       Separated    
 [2301] Never married Married       Married       Married       Married      
 [2306] Widowed       Married       Married       Divorced      Divorced     
 [2311] Widowed       Divorced      Married       Divorced      Married      
 [2316] Married       Married       Widowed       Married       Married      
 [2321] Divorced      Married       Married       Married       Married      
 [2326] Never married Separated     Never married Never married Never married
 [2331] Never married Divorced      Never married Never married Widowed      
 [2336] Never married Married       Separated     Married       Married      
 [2341] Never married Never married Never married Widowed       Married      
 [2346] Married       Married       Divorced      Married       Divorced     
 [2351] Married       Married       Married       Married       Married      
 [2356] Married       Married       Married       Divorced      Never married
 [2361] Widowed       Married       Married       Married       Married      
 [2366] Married       Married       Widowed       Married       Married      
 [2371] Married       Married       Widowed       Never married Married      
 [2376] Married       Divorced      Divorced      Married       Married      
 [2381] Married       Married       Married       Married       Widowed      
 [2386] Married       Married       Married       Married       Married      
 [2391] Never married Married       Married       Married       Married      
 [2396] Married       Widowed       Married       Married       Never married
 [2401] Widowed       Never married Never married Married       Widowed      
 [2406] Married       Married       Married       Married       Married      
 [2411] Divorced      Married       Married       Married       Divorced     
 [2416] Married       Divorced      Divorced      Married       Married      
 [2421] Widowed       Married       Widowed       Widowed       Married      
 [2426] Married       Divorced      Divorced      Married       Married      
 [2431] Married       Married       Married       Married       Married      
 [2436] Divorced      Married       Never married Married       Married      
 [2441] Married       Married       Married       Married       Widowed      
 [2446] Never married Married       Married       Never married Widowed      
 [2451] Married       Widowed       Married       Married       Never married
 [2456] Never married Married       Widowed       Married       Married      
 [2461] Divorced      Married       Widowed       Divorced      Married      
 [2466] Divorced      Separated     Divorced      Separated     Married      
 [2471] Divorced      Never married Separated     Married       Never married
 [2476] Never married Married       Married       Widowed       Married      
 [2481] Never married Divorced      Separated     Never married Never married
 [2486] Divorced      Married       Married       Separated     Widowed      
 [2491] Married       Married       Widowed       Never married Married      
 [2496] Never married Married       Separated     Married       Never married
 [2501] Divorced      Never married Married       Never married Married      
 [2506] Married       Married       Married       Married       Divorced     
 [2511] Married       Separated     Married       Divorced      Never married
 [2516] Married       Never married Married       Divorced      Never married
 [2521] Widowed       Married       Married       Never married Married      
 [2526] Married       Married       Married       Divorced      Married      
 [2531] Married       Never married Widowed       Widowed       Widowed      
 [2536] Married       Widowed       Divorced      Married       Married      
 [2541] Married       Married       Married       Divorced      Never married
 [2546] Separated     Never married Married       Divorced      Married      
 [2551] Married       Divorced      Widowed       Widowed       Divorced     
 [2556] Divorced      Married       Married       Never married Never married
 [2561] Never married Divorced      Never married Never married Never married
 [2566] Never married Never married Never married Married       Married      
 [2571] Married       Married       Never married Married       Never married
 [2576] Married       Married       Married       Divorced      Widowed      
 [2581] Married       Married       Divorced      Married       Divorced     
 [2586] Married       Divorced      Divorced      Widowed       Married      
 [2591] Divorced      Married       Never married Married       Married      
 [2596] Never married Widowed       Married       Never married Widowed      
 [2601] Married       Married       Married       Married       Married      
 [2606] Married       Widowed       Married       Married       Married      
 [2611] Never married Never married Widowed       Married       Divorced     
 [2616] Married       Married       Married       Widowed       Married      
 [2621] Widowed       Married       Never married Married       Married      
 [2626] Widowed       Married       Divorced      Married       Divorced     
 [2631] Married       Married       Married       Widowed       Widowed      
 [2636] Never married Never married Divorced      Separated     Married      
 [2641] Married       Never married Widowed       Married       Never married
 [2646] Widowed       Never married Married       Married       Married      
 [2651] Divorced      Married       Widowed       Never married Never married
 [2656] Married       Separated     Divorced      Never married Married      
 [2661] Married       Married       Married       Widowed       Widowed      
 [2666] Married       Married       Never married Never married Married      
 [2671] Married       Never married Married       Married       Married      
 [2676] Married       Divorced      Divorced      Divorced      Married      
 [2681] Married       Married       Married       Widowed       Never married
 [2686] Divorced      Widowed       Never married Widowed       Divorced     
 [2691] Never married Married       Divorced      Divorced      Widowed      
 [2696] Divorced      Widowed       Never married Separated     Married      
 [2701] Married       Never married Married       Never married Married      
 [2706] Never married Married       Married       Married       Divorced     
 [2711] Married       Married       Divorced      Married       Married      
 [2716] Widowed       Married       Married       Married       Married      
 [2721] Married       Never married Married       Married       Married      
 [2726] Divorced      Married       Married       Married       Married      
 [2731] Married       Widowed       Married       Married       Married      
 [2736] Married       Married       Divorced      Widowed       Divorced     
 [2741] Married       Divorced      Married       Divorced      Widowed      
 [2746] Married       Married       Married       Divorced      Widowed      
 [2751] Separated     Married       Never married Never married Divorced     
 [2756] Divorced      Never married Never married Married       Married      
 [2761] Married       Married       Married       Married       Married      
 [2766] Married       Widowed       Married       Divorced      Widowed      
 [2771] Widowed       Widowed       Married       Never married Married      
 [2776] Never married Widowed       Never married Married       Divorced     
 [2781] Married       Separated     Never married Divorced      Married      
 [2786] Widowed       Married       Never married Married       Divorced     
 [2791] Married       Married       Married       Married       Married      
 [2796] Widowed       Widowed       Widowed       Married       Married      
 [2801] Divorced      Divorced      Married       Married       Divorced     
 [2806] Married       Never married Married       Married       Never married
 [2811] Never married Married       Married       Divorced      Married      
 [2816] Married       Divorced      Divorced      Married       Separated    
 [2821] Divorced      Divorced      Divorced      Married       Married      
 [2826] Divorced      Never married Married       Married       Married      
 [2831] Divorced      Married       Married       Divorced      Never married
 [2836] Divorced      Never married Never married Separated     Married      
 [2841] Married       Married       Widowed       Widowed       Divorced     
 [2846] Never married Never married Divorced      Married       Never married
 [2851] Never married Never married Widowed       Married       Never married
 [2856] Divorced      Divorced      Never married Separated     Divorced     
 [2861] Divorced      Married       Never married Never married Married      
 [2866] Divorced      Married       Married       Married       Divorced     
 [2871] Married       Divorced      Married       Widowed       Divorced     
 [2876] Widowed       Divorced      Married       Never married Widowed      
 [2881] Married       Married       Widowed       Widowed       Widowed      
 [2886] Widowed       Widowed       Widowed       Divorced      Widowed      
 [2891] Married       Separated     Married       Divorced      Never married
 [2896] Married       Married       Divorced      Married       Married      
 [2901] Divorced      Widowed       Widowed       Never married Divorced     
 [2906] Widowed       Widowed       Married       Married       Never married
 [2911] Never married Married       Divorced      Divorced      Never married
 [2916] Married       Divorced      Never married Divorced      Divorced     
 [2921] Divorced      Never married Married       Separated     Never married
 [2926] Divorced      Married       Never married Married       Separated    
 [2931] Married       Divorced      Never married Divorced      Divorced     
 [2936] Widowed       Separated     Never married Widowed       Divorced     
 [2941] Married       Widowed       Widowed       Married       Separated    
 [2946] Never married Married       Married       Divorced      Never married
 [2951] Married       Never married Married       Separated     Married      
 [2956] Married       Married       Divorced      Married       Married      
 [2961] Married       Never married Married       Widowed       Married      
 [2966] Married       Widowed       Never married Never married Never married
 [2971] Married       Widowed       Married       Married       Never married
 [2976] Married       Married       Never married Never married Married      
 [2981] Widowed       Widowed       Never married Married       Separated    
 [2986] Widowed       Married       Married       Divorced      Married      
 [2991] Separated     Married       Never married Married       Married      
 [2996] Married       Married       Divorced      Never married Married      
 [3001] Never married Divorced      Never married Never married Divorced     
 [3006] Divorced      Never married Never married Divorced      Married      
 [3011] Married       Married       Married       Married       Divorced     
 [3016] Never married Married       Married       Married       Never married
 [3021] Divorced      Married       Never married Never married Divorced     
 [3026] Divorced      Married       Divorced      Never married Divorced     
 [3031] Married       Married       Widowed       Married       Married      
 [3036] Married       Married       Never married Married       Married      
 [3041] Married       Divorced      Divorced      Married       Married      
 [3046] Widowed       Separated     Married       Never married Widowed      
 [3051] Married       Married       Married       Never married Married      
 [3056] Married       Married       Never married Never married Never married
 [3061] Never married Widowed       Married       Married       Separated    
 [3066] Divorced      Never married Married       Married       Never married
 [3071] Married       Never married Never married Never married Never married
 [3076] Divorced      Never married Never married Married       Never married
 [3081] Widowed       Married       Never married Never married Never married
 [3086] Never married Never married Never married Never married Never married
 [3091] Married       Married       Married       Married       Never married
 [3096] Married       Separated     Married       Married       Never married
 [3101] Married       Married       Married       Married       Divorced     
 [3106] Never married Married       Divorced      Married       Never married
 [3111] Married       Married       Widowed       Divorced      Divorced     
 [3116] Never married Married       Divorced      Married       Married      
 [3121] Married       Married       Married       Married       Never married
 [3126] Married       Married       Married       Never married Married      
 [3131] Married       Married       Married       Never married Married      
 [3136] Divorced      Married       Never married Never married Married      
 [3141] Married       Married       Widowed       Separated     Divorced     
 [3146] Never married Never married Married       Never married Never married
 [3151] Never married Never married Never married Never married Married      
 [3156] Separated     Married       Married       Married       Never married
 [3161] Never married Married       Never married Married       Never married
 [3166] Married       Married       Never married Never married Divorced     
 [3171] Separated     Married       Divorced      Never married Married      
 [3176] Never married Married       Divorced      Married       Married      
 [3181] Married       Divorced      Married       Married       Never married
 [3186] Married       Widowed       Married       Married       Married      
 [3191] Never married Never married Never married Married       Married      
 [3196] Married       Separated     Separated     Married       Divorced     
 [3201] Married       Separated     Divorced      Married       Divorced     
 [3206] Married       Married       Never married Widowed       Divorced     
 [3211] Married       Married       Separated     Married       Never married
 [3216] Married       Married       Married       Separated     Never married
 [3221] Married       Separated     Married       Never married Married      
 [3226] Never married Never married Divorced      Divorced      Never married
 [3231] Never married Married       Married       Never married Never married
 [3236] Divorced      Divorced      Never married Never married Never married
 [3241] Never married Separated     Separated     Never married Never married
 [3246] Never married Married       Never married Married       Never married
 [3251] Never married Widowed       Divorced      Divorced      Married      
 [3256] Never married Separated     Never married Married       Married      
 [3261] Never married Married       Never married Divorced      Never married
 [3266] Divorced      Never married Married       Married       Widowed      
 [3271] Married       Divorced      Never married Married       Never married
 [3276] Widowed       Widowed       Never married Never married Separated    
 [3281] Divorced      Widowed       Married       Married       Married      
 [3286] Married       Married       Divorced      Never married Married      
 [3291] Widowed       Widowed       Married       Never married Married      
 [3296] Married       Separated     Widowed       Married       Separated    
 [3301] Never married Never married Separated     Married       Never married
 [3306] Widowed       Never married Widowed       Married       Never married
 [3311] Widowed       Married       Married       Married       Married      
 [3316] Married       Married       Married       Married       Married      
 [3321] Married       Never married Married       Never married Married      
 [3326] Married       Married       Divorced      Married       Widowed      
 [3331] Married       Never married Divorced      Never married Married      
 [3336] Divorced      Never married Married       Married       Never married
 [3341] Married       Married       Never married Married       Married      
 [3346] Married       Married       Married       Married       Married      
 [3351] Never married Married       Married       Married       Married      
 [3356] Divorced      Never married Divorced      Married       Married      
 [3361] Married       Married       Married       Widowed       Married      
 [3366] Married       Married       Divorced      Widowed       Married      
 [3371] Never married Widowed       Married       Divorced      Married      
 [3376] Married       Never married Divorced      Married       Married      
 [3381] Married       Divorced      Never married Divorced      Never married
 [3386] Never married Widowed       Never married Divorced      Never married
 [3391] Divorced      Separated     Separated     Married       Never married
 [3396] Married       Never married Separated     Divorced      Never married
 [3401] Divorced      Widowed       Widowed       Never married Married      
 [3406] Married       Married       Divorced      Never married Divorced     
 [3411] Married       Never married Never married Never married Separated    
 [3416] Married       Married       Married       Married       Married      
 [3421] Married       Married       Married       Married       Separated    
 [3426] Never married Widowed       Divorced      Married       Divorced     
 [3431] Married       Married       Married       Married       Married      
 [3436] Divorced      Married       Married       Married       Married      
 [3441] Widowed       Married       Never married Married       Never married
 [3446] Never married Separated     Never married Divorced      Separated    
 [3451] Divorced      Married       Married       Never married Married      
 [3456] Widowed       Married       Widowed       Never married Never married
 [3461] Never married Separated     Married       Divorced      Never married
 [3466] Divorced      Married       Married       Married       Married      
 [3471] Married       Married       Married       Married       Never married
 [3476] Married       Widowed       Divorced      Widowed       Widowed      
 [3481] Widowed       Married       Widowed       Widowed       Married      
 [3486] Married       Never married Never married Never married Divorced     
 [3491] Never married Married       Divorced      Widowed       Married      
 [3496] Never married Married       Divorced      Widowed       Married      
 [3501] Married       Married       Married       Divorced      Married      
 [3506] Never married Married       Never married Divorced      Never married
 [3511] Never married Never married Never married Divorced      Married      
 [3516] Widowed       Married       Married       Divorced      Never married
 [3521] Married       Never married Married       Married       Married      
 [3526] Married       Never married Divorced      Married       Never married
 [3531] Married       Married       Never married Never married Never married
 [3536] Never married Widowed       Never married Married       Married      
 [3541] Married       Married       Married       Widowed       Never married
 [3546] Separated     Widowed       Widowed       Widowed       Never married
 [3551] Never married Married       Married       Married       Married      
 [3556] Married       Divorced      Married       Divorced      Divorced     
 [3561] Married       Married       Married       Never married Divorced     
 [3566] Divorced      Married       Widowed       Divorced      Married      
 [3571] Married       Married       Never married Married       Married      
 [3576] Divorced      Divorced      Divorced      Divorced      Married      
 [3581] Married       Widowed       Widowed       Never married Widowed      
 [3586] Married       Married       Married       Married       Married      
 [3591] Married       Widowed       Married       Divorced      Married      
 [3596] Married       Never married Widowed       Married       Never married
 [3601] Married       Married       Married       Never married Married      
 [3606] Married       Divorced      Never married Never married Married      
 [3611] Widowed       Widowed       Widowed       Widowed       Widowed      
 [3616] Never married Widowed       Divorced      Married       Widowed      
 [3621] Divorced      Married       Married       Married       Never married
 [3626] Married       Married       Divorced      Never married Divorced     
 [3631] Divorced      Widowed       Never married Divorced      Married      
 [3636] Separated     Married       Married       Married       Married      
 [3641] Married       Never married Married       Widowed       Never married
 [3646] Never married Married       Divorced      Divorced      Married      
 [3651] Married       Married       Married       Married       Separated    
 [3656] Married       Divorced      Never married Never married Married      
 [3661] Married       Divorced      Never married Never married Married      
 [3666] Never married Divorced      Divorced      Divorced      Divorced     
 [3671] Separated     Married       Married       Married       Never married
 [3676] Married       Divorced      Divorced      Divorced      Married      
 [3681] Divorced      Never married Never married Married       Married      
 [3686] Married       Married       Divorced      Married       Never married
 [3691] Married       Married       Married       Never married Married      
 [3696] Divorced      Married       Married       Married       Married      
 [3701] Married       Married       Married       Never married Married      
 [3706] Divorced      Married       Married       Married       Married      
 [3711] Married       Married       Married       Divorced      Never married
 [3716] Married       Married       Married       Married       Married      
 [3721] Never married Never married Divorced      Married       Widowed      
 [3726] Married       Never married Never married Married       Married      
 [3731] Divorced      Married       Widowed       Divorced      Married      
 [3736] Never married Never married Married       Never married Married      
 [3741] Widowed       Married       Never married Married       Divorced     
 [3746] Married       Never married Widowed       Never married Married      
 [3751] Married       Married       Separated     Divorced      Divorced     
 [3756] Divorced      Married       Never married Widowed       Widowed      
 [3761] Widowed       Divorced      Divorced      Never married Never married
 [3766] Divorced      Married       Divorced      Divorced      Widowed      
 [3771] Married       Married       Married       Married       Married      
 [3776] Married       Married       Never married Never married Divorced     
 [3781] Married       Never married Never married Married       Never married
 [3786] Married       Married       Married       Never married Divorced     
 [3791] Never married Divorced      Divorced      Never married Married      
 [3796] Married       Married       Never married Never married Never married
 [3801] Married       Divorced      Divorced      Married       Married      
 [3806] Never married Never married Divorced      Never married Never married
 [3811] Married       Divorced      Married       Widowed       Divorced     
 [3816] Never married Never married Married       Divorced      Married      
 [3821] Never married Married       Widowed       Never married Married      
 [3826] Widowed       Married       Divorced      Never married Married      
 [3831] Married       Divorced      Never married Married       Married      
 [3836] Married       Married       Married       Married       Never married
 [3841] Never married Divorced      Married       Never married Never married
 [3846] Never married Divorced      Divorced      Married       Married      
 [3851] Divorced      Married       Married       Married       Widowed      
 [3856] Married       Divorced      Separated     Widowed       Married      
 [3861] Married       Married       Married       Widowed       Married      
 [3866] Married       Divorced      Married       Widowed       Divorced     
 [3871] Married       Divorced      Married       Married       Divorced     
 [3876] Married       Married       Never married Divorced      Never married
 [3881] Never married Never married Separated     Never married Never married
 [3886] Separated     Never married Married       Married       Married      
 [3891] Married       Married       Married       Married       Widowed      
 [3896] Married       Married       Divorced      Married       Never married
 [3901] Married       Married       Divorced      Married       Married      
 [3906] Married       Married       Married       Married       Married      
 [3911] Married       Married       Married       Married       Married      
 [3916] Married       Married       Married       Widowed       Divorced     
 [3921] Never married Never married Divorced      Widowed       Married      
 [3926] Divorced      Divorced      Divorced      Never married Divorced     
 [3931] Married       Widowed       Divorced      Never married Never married
 [3936] Married       Divorced      Married       Never married Never married
 [3941] Married       Never married Never married Married       Married      
 [3946] Never married Married       Married       Married       Married      
 [3951] Married       Married       Married       Married       Married      
 [3956] Married       Married       Divorced      Married       Never married
 [3961] Never married Widowed       Widowed       Never married Never married
 [3966] Never married Never married Never married Married       Never married
 [3971] Married       Never married Never married Divorced      Married      
 [3976] Married       Widowed       Widowed       Married       Widowed      
 [3981] Married       Widowed       Never married Widowed       Married      
 [3986] Widowed       Never married Married       Married       Never married
 [3991] Married       Married       Married       Married       Divorced     
 [3996] Separated     Never married Widowed       Married       Widowed      
 [4001] Never married Married       Married       Never married Married      
 [4006] Married       Never married Married       Divorced      Widowed      
 [4011] Widowed       Never married Divorced      Never married Never married
 [4016] Married       Widowed       Married       Divorced      Never married
 [4021] Never married Married       Widowed       Separated     Married      
 [4026] Married       Married       Married       Never married Married      
 [4031] Married       Married       Never married Married       Divorced     
 [4036] Never married Married       Married       Never married Never married
 [4041] Separated     Married       Married       Married       Married      
 [4046] Widowed       Married       Married       Married       Divorced     
 [4051] Divorced      Married       Married       Never married Never married
 [4056] Divorced      Never married Married       Married       Never married
 [4061] Married       Married       Married       Married       Married      
 [4066] Divorced      Married       Separated     Divorced      Married      
 [4071] Never married Divorced      Divorced      Married       Never married
 [4076] Married       Never married Divorced      Married       Divorced     
 [4081] Never married Divorced      Divorced      Divorced      Widowed      
 [4086] Widowed       Married       Never married Widowed       Married      
 [4091] Married       Never married Never married Separated     Divorced     
 [4096] Never married Never married Never married Married       Never married
 [4101] Widowed       Married       Never married Never married Never married
 [4106] Never married Married       Never married Married       Divorced     
 [4111] Divorced      Never married Married       Never married Separated    
 [4116] Married       Married       Separated     Divorced      Married      
 [4121] Married       Married       Married       Married       Divorced     
 [4126] Married       Never married Never married Married       Never married
 [4131] Married       Separated     Never married Divorced      Never married
 [4136] Never married Married       Married       Never married Married      
 [4141] Never married Never married Never married Divorced      Never married
 [4146] Divorced      Divorced      Married       Never married Married      
 [4151] Never married Divorced      Divorced      Married       Married      
 [4156] Widowed       Never married Married       Divorced      Never married
 [4161] Never married Divorced      Married       Never married Never married
 [4166] Never married Never married Never married Separated     Married      
 [4171] Married       Married       Widowed       Married       Married      
 [4176] Widowed       Married       Married       Married       Divorced     
 [4181] Married       Divorced      Widowed       Divorced      Married      
 [4186] Married       Married       Divorced      Divorced      Married      
 [4191] Divorced      Married       Widowed       Married       Married      
 [4196] Married       Married       Never married Widowed       Never married
 [4201] Married       Widowed       Married       Never married Divorced     
 [4206] Married       Married       Married       Married       Never married
 [4211] Married       Never married Never married Never married Married      
 [4216] Never married Married       Divorced      Married       Married      
 [4221] Married       Divorced      Married       Never married Married      
 [4226] Widowed       Never married Never married Never married Married      
 [4231] Never married Married       Never married Never married Married      
 [4236] Widowed       Widowed       Married       Never married Never married
 [4241] Never married Married       Divorced      Married       Never married
 [4246] Never married Never married Divorced      Married       Divorced     
 [4251] Married       Never married Married       Never married Never married
 [4256] Divorced      Never married Divorced      Married       Never married
 [4261] Married       Widowed       Widowed       Never married Widowed      
 [4266] Married       Never married Married       Divorced      Never married
 [4271] Married       Never married Married       Married       Married      
 [4276] Widowed       Separated     Married       Never married Divorced     
 [4281] Widowed       Divorced      Widowed       Married       Married      
 [4286] Divorced      Married       Married       Divorced      Divorced     
 [4291] Married       Married       Married       Widowed       Married      
 [4296] Widowed       Married       Divorced      Divorced      Married      
 [4301] Married       Married       Separated     Never married Divorced     
 [4306] Never married Divorced      Married       Divorced      Never married
 [4311] Married       Never married Widowed       Divorced      Never married
 [4316] Never married Divorced      Never married Divorced      Never married
 [4321] Never married Married       Married       Married       Married      
 [4326] Widowed       Never married Never married Never married Divorced     
 [4331] Married       Separated     Never married Never married Separated    
 [4336] Divorced      Married       Married       Never married Divorced     
 [4341] Divorced      Married       Never married Married       Married      
 [4346] Married       Married       Married       Married       Married      
 [4351] Married       Married       Married       Never married Never married
 [4356] Widowed       Married       Married       Never married Never married
 [4361] Never married Never married Widowed       Married       Married      
 [4366] Married       Separated     Married       Married       Separated    
 [4371] Never married Widowed       Divorced      Married       Divorced     
 [4376] Divorced      Married       Married       Never married Divorced     
 [4381] Widowed       Married       Divorced      Never married Never married
 [4386] Widowed       Divorced      Widowed       Never married Married      
 [4391] Never married Married       Separated     Never married Widowed      
 [4396] Never married Divorced      Divorced      Never married Separated    
 [4401] Never married Married       Married       Never married Divorced     
 [4406] Never married Never married Married       Divorced      Never married
 [4411] Married       Divorced      Married       Never married Widowed      
 [4416] Divorced      Married       Never married Married       Married      
 [4421] Married       Never married Married       Married       Married      
 [4426] Married       Married       Never married Married       Married      
 [4431] Married       Separated     Never married Divorced      Married      
 [4436] Never married Married       Married       Widowed       Never married
 [4441] Never married Married       Widowed       Never married Divorced     
 [4446] Never married Married       Married       Never married Married      
 [4451] Never married Never married Divorced      Never married Divorced     
 [4456] Divorced      Never married Never married Never married Married      
 [4461] Married       Never married Married       Married       Married      
 [4466] Married       Married       Divorced      Married       Married      
 [4471] Married       Married       Married       Divorced      Never married
 [4476] Divorced      Married       Widowed       Never married Never married
 [4481] Never married Married       Divorced      Married       Married      
 [4486] Married       Never married Married       Never married Married      
 [4491] Never married Married       Married       Never married Married      
 [4496] Never married Divorced      Never married Never married Never married
 [4501] Never married Never married Never married Married       Married      
 [4506] Divorced      Married       Never married Never married Married      
 [4511] Married       Married       Married       Married       Widowed      
 [4516] Divorced      Separated     Widowed       Married       Never married
 [4521] Married       Divorced      Married       Divorced      Married      
 [4526] Married       Married       Married       Never married Married      
 [4531] Never married Divorced      Divorced      Never married Never married
 [4536] Married       Divorced      Married       Never married Divorced     
 [4541] Married       Divorced      Divorced      Never married Never married
 [4546] Never married Never married Never married Divorced      Married      
 [4551] Married       Never married Never married Never married Never married
 [4556] Never married Never married Never married Married       Never married
 [4561] Married       Never married Never married Divorced      Never married
 [4566] Never married Never married Divorced      Married       Divorced     
 [4571] Never married Married       Never married Married       Never married
 [4576] Never married Never married Widowed       Never married Never married
 [4581] Divorced      Divorced      Never married Married       Never married
 [4586] Never married Married       Divorced      Widowed       Widowed      
 [4591] Divorced      Married       Married       Divorced      Never married
 [4596] Divorced      Never married Never married Married       Married      
 [4601] Married       Married       Married       Married       Married      
 [4606] Married       Divorced      Married       Divorced      Widowed      
 [4611] Married       Widowed       Married       Married       Married      
 [4616] Married       Separated     Never married Divorced      Married      
 [4621] Divorced      Married       Divorced      Divorced      Never married
 [4626] Married       Married       Married       Widowed       Widowed      
 [4631] Widowed       Never married Never married Married       Divorced     
 [4636] Married       Married       Married       Married       Married      
 [4641] Married       Married       Married       Married       Married      
 [4646] Married       Married       Divorced      Married       Never married
 [4651] Divorced      Married       Never married Married       Married      
 [4656] Divorced      Married       Married       Married       Married      
 [4661] Married       Married       Divorced      Separated     Separated    
 [4666] Never married Married       Never married Never married Married      
 [4671] Married       Married       Widowed       Married       Married      
 [4676] Divorced      Divorced      Never married Never married Married      
 [4681] Never married Married       Married       Never married Married      
 [4686] Married       Married       Never married Divorced      Married      
 [4691] Never married Married       Married       Widowed       Married      
 [4696] Married       Married       Married       Married       Never married
 [4701] Divorced      Never married Never married Married       Never married
 [4706] Married       Married       Divorced      Divorced      Married      
 [4711] Married       Divorced      Never married Married       Never married
 [4716] Married       Never married Never married Never married Never married
 [4721] Divorced      Never married Married       Never married Widowed      
 [4726] Separated     Widowed       Married       Married       Never married
 [4731] Married       Never married Never married Divorced      Never married
 [4736] Divorced      Never married Divorced      Never married Married      
 [4741] Married       Married       Separated     Never married Married      
 [4746] Divorced      Divorced      Divorced      Married       Married      
 [4751] Widowed       Married       Widowed       Divorced      Married      
 [4756] Never married Never married Married       Never married Never married
 [4761] Married       Divorced      Divorced      Never married Married      
 [4766] Married       Married       Married       Married       Married      
 [4771] Married       Married       Married       Married       Married      
 [4776] Married       Married       Married       Never married Separated    
 [4781] Divorced      Divorced      Married       Divorced      Never married
 [4786] Married       Never married Married       Widowed       Married      
 [4791] Married       Married       Married       Married       Never married
 [4796] Widowed       Married       Divorced      Widowed       Married      
 [4801] Divorced      Married       Widowed       Married       Divorced     
 [4806] Divorced      Married       Married       Never married Married      
 [4811] Never married Married       Separated     Divorced      Widowed      
 [4816] Divorced      Married       Never married Never married Divorced     
 [4821] Never married Divorced      Married       Married       Married      
 [4826] Separated     Never married Never married Married       Married      
 [4831] Married       Married       Never married Married       Separated    
 [4836] Married       Widowed       Married       Widowed       Married      
 [4841] Married       Divorced      Divorced      Widowed       Never married
 [4846] Never married Divorced      Divorced      Divorced      Never married
 [4851] Never married Married       Widowed       Married       Married      
 [4856] Married       Married       Married       Married       Married      
 [4861] Married       Married       Married       Divorced      Married      
 [4866] Married       Married       Married       Married       Never married
 [4871] Divorced      Married       Married       Married       Married      
 [4876] Married       Divorced      Married       Married       Married      
 [4881] Married       Divorced      Divorced      Married       Married      
 [4886] Married       Divorced      Married       Married       Married      
 [4891] Never married Married       Never married Never married Married      
 [4896] Widowed       Married       Divorced      Married       Married      
 [4901] Never married Married       Married       Never married Widowed      
 [4906] Married       Never married Never married Married       Divorced     
 [4911] Married       Never married Married       Never married Married      
 [4916] Divorced      Married       Divorced      Never married Married      
 [4921] Never married Married       Never married Widowed       Married      
 [4926] Married       Divorced      Divorced      Divorced      Married      
 [4931] Married       Never married Never married Divorced      Married      
 [4936] Married       Married       Widowed       Married       Married      
 [4941] Married       Married       Widowed       Never married Married      
 [4946] Married       Married       Married       Married       Married      
 [4951] Married       Married       Married       Married       Married      
 [4956] Married       Married       Married       Married       Never married
 [4961] Married       Married       Married       Married       Married      
 [4966] Divorced      Married       Widowed       Married       Married      
 [4971] Married       Married       Married       Married       Divorced     
 [4976] Divorced      Never married Never married Widowed       Married      
 [4981] Married       Married       Married       Married       Divorced     
 [4986] Widowed       Never married Married       Married       Married      
 [4991] Never married Married       Divorced      Married       Married      
 [4996] Married       Divorced      Divorced      Widowed       Married      
 [5001] Married       Divorced      Never married Married       Married      
 [5006] Widowed       Married       Never married Widowed       Divorced     
 [5011] Married       Married       Never married Married       Married      
 [5016] Widowed       Married       Married       Never married Never married
 [5021] Separated     Married       Married       Never married Never married
 [5026] Married       Never married Never married Married       Divorced     
 [5031] Widowed       Divorced      Married       Married       Never married
 [5036] Married       Married       Married       Married       Never married
 [5041] Married       Never married Married       Married       Married      
 [5046] Married       Never married Separated     Separated     Married      
 [5051] Married       Separated     Never married Never married Separated    
 [5056] Separated     Widowed       Married       Married       Divorced     
 [5061] Never married Married       Married       Married       Married      
 [5066] Never married Divorced      Separated     Never married Widowed      
 [5071] Divorced      Never married Never married Married       Divorced     
 [5076] Never married Never married Divorced      Married       Married      
 [5081] Married       Divorced      Married       Never married Married      
 [5086] Married       Married       Married       Married       Married      
 [5091] Married       Married       Married       Never married Married      
 [5096] Divorced      Never married Never married Divorced      Never married
 [5101] Divorced      Married       Divorced      Never married Divorced     
 [5106] Widowed       Widowed       Never married Never married Married      
 [5111] Never married Never married Married       Separated     Never married
 [5116] Married       Never married Never married Divorced      Never married
 [5121] Never married Widowed       Married       Never married Married      
 [5126] Married       Married       Never married Divorced      Never married
 [5131] Married       Never married Widowed       Married       Married      
 [5136] Never married Married       Married       Married       Never married
 [5141] Married       Married       Married       Married       Married      
 [5146] Married       Widowed       Married       Never married Married      
 [5151] Married       Married       Married       Married       Divorced     
 [5156] Married       Widowed       Divorced      Married       Never married
 [5161] Married       Divorced      Married       Married       Married      
 [5166] Never married Divorced      Divorced      Married       Separated    
 [5171] Married       Never married Married       Married       Never married
 [5176] Never married Married       Divorced      Married       Widowed      
 [5181] Widowed       Married       Married       Never married Married      
 [5186] Divorced      Never married Never married Married       Married      
 [5191] Married       Never married Married       Widowed       Separated    
 [5196] Widowed       Married       Married       Married       Widowed      
 [5201] Widowed       Married       Divorced      Married       Divorced     
 [5206] Never married Married       Divorced      Never married Never married
 [5211] Never married Married       Never married Married       Separated    
 [5216] Never married Never married Never married Never married Widowed      
 [5221] Married       Widowed       Divorced      Married       Never married
 [5226] Divorced      Married       Widowed       Divorced      Married      
 [5231] Married       Widowed       Widowed       Widowed       Widowed      
 [5236] Never married Married       Never married Divorced      Married      
 [5241] Married       Married       Married       Divorced      Divorced     
 [5246] Married       Divorced      Widowed       Married       Married      
 [5251] Married       Married       Separated     Married       Married      
 [5256] Married       Married       Married       Divorced      Married      
 [5261] Married       Married       Married       Married       Divorced     
 [5266] Married       Never married Married       Married       Married      
 [5271] Married       Married       Married       Married       Married      
 [5276] Married       Married       Married       Married       Divorced     
 [5281] Married       Married       Married       Separated     Widowed      
 [5286] Married       Widowed       Married       Divorced      Widowed      
 [5291] Widowed       Divorced      Widowed       Married       Divorced     
 [5296] Divorced      Never married Married       Married       Married      
 [5301] Married       Married       Never married Never married Married      
 [5306] Never married Widowed       Married       Married       Married      
 [5311] Divorced      Married       Widowed       Separated     Never married
 [5316] Married       Divorced      Married       Never married Never married
 [5321] Married       Married       Married       Married       Married      
 [5326] Divorced      Married       Married       Married       Married      
 [5331] Married       Never married Married       Married       Widowed      
 [5336] Widowed       Married       Widowed       Married       Never married
 [5341] Widowed       Married       Married       Divorced      Never married
 [5346] Married       Widowed       Widowed       Divorced      Divorced     
 [5351] Never married Never married Married       Married       Never married
 [5356] Married       Married       Never married Never married Married      
 [5361] Divorced      Divorced      Married       Never married Married      
 [5366] Never married Married       Divorced      Never married Never married
 [5371] Never married Married       Divorced      Never married Never married
 [5376] Never married Never married Separated     Married       Never married
 [5381] Widowed       Married       Married       Divorced      Married      
 [5386] Married       Married       Married       Married       Never married
 [5391] Married       Married       Separated     Married       Married      
 [5396] Widowed       Married       Married       Divorced      Never married
 [5401] Divorced      Divorced      Divorced      Widowed       Never married
 [5406] Never married Never married Never married Married       Married      
 [5411] Never married Divorced      Never married Divorced      Married      
 [5416] Divorced      Divorced      Married       Married       Divorced     
 [5421] Never married Married       Married       Married       Widowed      
 [5426] Married       Divorced      Married       Married       Divorced     
 [5431] Widowed       Married       Never married Never married Widowed      
 [5436] Married       Married       Never married Married       Married      
 [5441] Never married Divorced      Married       Married       Never married
 [5446] Married       Married       Married       Married       Divorced     
 [5451] Married       Widowed       Married       Married       Widowed      
 [5456] Widowed       Widowed       Married       Married       Married      
 [5461] Married       Never married Never married Married       Never married
 [5466] Divorced      Married       Married       Married       Married      
 [5471] Divorced      Separated     Never married Separated     Never married
 [5476] Never married Widowed       Married       Never married Married      
 [5481] Divorced      Never married Never married Married       Never married
 [5486] Widowed       Never married Divorced      Married       Divorced     
 [5491] Divorced      Divorced      Married       Married       Never married
 [5496] Married       Married       Married       Divorced      Never married
 [5501] Married       Married       Married       Married       Married      
 [5506] Never married Never married Never married Divorced      Never married
 [5511] Never married Never married Married       Married       Divorced     
 [5516] Married       Married       Married       Married       Separated    
 [5521] Married       Divorced      Widowed       Divorced      Widowed      
 [5526] Married       Married       Married       Never married Never married
 [5531] Married       Never married Married       Married       Divorced     
 [5536] Never married Never married Divorced      Never married Never married
 [5541] Never married Married       Married       Divorced      Divorced     
 [5546] Widowed       Never married Divorced      Never married Never married
 [5551] Separated     Married       Married       Married       Married      
 [5556] Widowed       Separated     Separated     Married       Never married
 [5561] Married       Never married Married       Widowed       Never married
 [5566] Widowed       Married       Married       Married       Married      
 [5571] Never married Divorced      Married       Married       Divorced     
 [5576] Never married Divorced      Never married Married       Married      
 [5581] Never married Married       Married       Married       Never married
 [5586] Divorced      Never married Never married Never married Never married
 [5591] Never married Never married Divorced      Widowed       Married      
 [5596] Married       Never married Separated     Never married Never married
 [5601] Married       Never married Never married Married       Married      
 [5606] Never married Never married Married       Married       Never married
 [5611] Widowed       Never married Divorced      Never married Married      
 [5616] Never married Married       Married       Never married Married      
 [5621] Never married Never married Married       Married       Married      
 [5626] Married       Never married Divorced      Never married Never married
 [5631] Never married Married       Divorced      Married       Separated    
 [5636] Married       Married       Never married Never married Married      
 [5641] Married       Married       Married       Married       Married      
 [5646] Married       Married       Married       Widowed       Married      
 [5651] Married       Divorced      Never married Never married Married      
 [5656] Married       Divorced      Never married Never married Married      
 [5661] Divorced      Widowed       Separated     Married       Married      
 [5666] Married       Never married Never married Never married Never married
 [5671] Married       Married       Never married Married       Married      
 [5676] Married       Married       Never married Married       Divorced     
 [5681] Married       Separated     Never married Married       Married      
 [5686] Married       Married       Married       Married       Married      
 [5691] Married       Married       Separated     Divorced      Widowed      
 [5696] Widowed       Married       Married       Married       Married      
 [5701] Separated     Never married Never married Married       Married      
 [5706] Married       Divorced      Never married Married       Divorced     
 [5711] Married       Divorced      Married       Married       Never married
 [5716] Divorced      Married       Married       Married       Never married
 [5721] Divorced      Never married Married       Divorced      Married      
 [5726] Never married Never married Married       Married       Never married
 [5731] Never married Divorced      Never married Divorced      Married      
 [5736] Married       Married       Married       Married       Divorced     
 [5741] Married       Married       Never married Married       Married      
 [5746] Married       Married       Never married Divorced      Divorced     
 [5751] Divorced      Married       Married       Divorced      Married      
 [5756] Never married Never married Never married Married       Married      
 [5761] Divorced      Married       Divorced      Widowed       Married      
 [5766] Divorced      Married       Divorced      Married       Divorced     
 [5771] Separated     Divorced      Widowed       Married       Married      
 [5776] Married       Married       Never married Married       Never married
 [5781] Divorced      Married       Married       Never married Married      
 [5786] Married       Divorced      Never married Never married Married      
 [5791] Never married Never married Never married Married       Never married
 [5796] Married       Married       Divorced      Married       Never married
 [5801] Never married Married       Never married Divorced      Married      
 [5806] Divorced      Never married Married       Married       Never married
 [5811] Married       Divorced      Married       Never married Never married
 [5816] Never married Married       Married       Never married Married      
 [5821] Married       Married       Married       Married       Married      
 [5826] Never married Never married Married       Divorced      Separated    
 [5831] Divorced      Married       Married       Divorced      Married      
 [5836] Widowed       Never married Married       Divorced      Divorced     
 [5841] Married       Never married Never married Never married Never married
 [5846] Divorced      Married       Never married Widowed       Never married
 [5851] Married       Never married Never married Married       Married      
 [5856] Married       Divorced      Divorced      Never married Widowed      
 [5861] Never married Never married Never married Never married Never married
 [5866] Married       Married       Married       Married       Married      
 [5871] Married       Married       Married       Married       Married      
 [5876] Married       Married       Never married Never married Married      
 [5881] Never married Never married Married       Never married Married      
 [5886] Widowed       Married       Married       Married       Married      
 [5891] Married       Never married Widowed       Married       Divorced     
 [5896] Never married Married       Married       Married       Married      
 [5901] Married       Married       Married       Married       Married      
 [5906] Married       Never married Divorced      Married       Married      
 [5911] Never married Married       Never married Never married Never married
 [5916] Married       Married       Never married Never married Married      
 [5921] Married       Widowed       Married       Married       Married      
 [5926] Separated     Divorced      Married       Married       Married      
 [5931] Widowed       Divorced      Married       Married       Married      
 [5936] Married       Married       Married       Married       Married      
 [5941] Married       Married       Married       Divorced      Separated    
 [5946] Married       Married       Married       Married       Married      
 [5951] Married       Married       Married       Divorced      Married      
 [5956] Divorced      Married       Married       Married       Widowed      
 [5961] Never married Married       Married       Married       Widowed      
 [5966] Never married Married       Married       Married       Married      
 [5971] Divorced      Married       Never married Married       Married      
 [5976] Married       Married       Divorced      Married       Married      
 [5981] Divorced      Never married Married       Never married Never married
 [5986] Married       Never married Never married Married       Divorced     
 [5991] Divorced      Married       Never married Never married Never married
 [5996] Never married Never married Separated     Married       Never married
 [6001] Married       Married       Married       Married       Never married
 [6006] Married       Divorced      Married       Never married Divorced     
 [6011] Married       Never married Married       Widowed       Married      
 [6016] Married       Married       Widowed       Married       Divorced     
 [6021] Married       Married       Married       Widowed       Married      
 [6026] Married       Married       Married       Married       Never married
 [6031] Never married Never married Divorced      Married       Never married
 [6036] Divorced      Never married Divorced      Never married Divorced     
 [6041] Widowed       Divorced      Never married Never married Divorced     
 [6046] Never married Married       Never married Married       Divorced     
 [6051] Divorced      Divorced      Divorced      Divorced      Married      
 [6056] Married       Divorced      Married       Married       Never married
 [6061] Separated     Separated     Married       Divorced      Widowed      
 [6066] Married       Never married Divorced      Divorced      Never married
 [6071] Married       Separated     Never married Widowed       Never married
 [6076] Never married Separated     Divorced      Never married Never married
 [6081] Widowed       Never married Never married Never married Married      
 [6086] Divorced      Married       Never married Divorced      Widowed      
 [6091] Never married Married       Married       Never married Never married
 [6096] Divorced      Never married Never married Never married Never married
 [6101] Married       Never married Divorced      Married       Never married
 [6106] Widowed       Married       Married       Never married Never married
 [6111] Married       Married       Married       Divorced      Married      
 [6116] Never married Married       Never married Never married Married      
 [6121] Married       Married       Widowed       Divorced      Married      
 [6126] Married       Married       Married       Married       Married      
 [6131] Married       Divorced      Divorced      Married       Separated    
 [6136] Married       Married       Married       Married       Married      
 [6141] Married       Married       Never married Married       Married      
 [6146] Divorced      Never married Married       Married       Never married
 [6151] Married       Never married Never married Married       Never married
 [6156] Never married Widowed       Married       Married       Never married
 [6161] Married       Divorced      Separated     Divorced      Separated    
 [6166] Married       Never married Married       Married       Separated    
 [6171] Never married Divorced      Never married Married       Never married
 [6176] Married       Never married Married       Married       Never married
 [6181] Widowed       Never married Divorced      Married       Married      
 [6186] Widowed       Divorced      Never married Married       Married      
 [6191] Divorced      Married       Never married Married       Married      
 [6196] Married       Married       Married       Divorced      Married      
 [6201] Never married Separated     Separated     Married       Never married
 [6206] Married       Married       Never married Divorced      Divorced     
 [6211] Married       Married       Married       Married       Married      
 [6216] Divorced      Married       Married       Married       Never married
 [6221] Married       Married       Married       Married       Divorced     
 [6226] Married       Married       Never married Never married Married      
 [6231] Widowed       Never married Married       Married       Married      
 [6236] Married       Widowed       Married       Never married Married      
 [6241] Divorced      Never married Never married Never married Never married
 [6246] Never married Married       Married       Never married Married      
 [6251] Married       Married       Divorced      Never married Married      
 [6256] Married       Married       Married       Married       Married      
 [6261] Married       Never married Married       Divorced      Never married
 [6266] Married       Widowed       Married       Never married Married      
 [6271] Married       Married       Married       Widowed       Widowed      
 [6276] Married       Never married Married       Married       Divorced     
 [6281] Divorced      Never married Never married Divorced      Divorced     
 [6286] Never married Separated     Never married Married       Married      
 [6291] Never married Never married Never married Married       Married      
 [6296] Divorced      Married       Married       Married       Married      
 [6301] Married       Never married Married       Married       Never married
 [6306] Married       Married       Divorced      Married       Married      
 [6311] Divorced      Divorced      Married       Married       Married      
 [6316] Never married Divorced      Divorced      Never married Never married
 [6321] Never married Separated     Divorced      Divorced      Never married
 [6326] Married       Married       Married       Married       Married      
 [6331] Married       Married       Married       Never married Married      
 [6336] Never married Married       Married       Married       Married      
 [6341] Married       Divorced      Divorced      Married       Divorced     
 [6346] Married       Never married Separated     Never married Married      
 [6351] Never married Divorced      Never married Never married Married      
 [6356] Married       Married       Married       Married       Married      
 [6361] Married       Married       Married       Never married Married      
 [6366] Married       Married       Married       Divorced      Married      
 [6371] Married       Married       Never married Married       Married      
 [6376] Never married Divorced      Married       Married       Married      
 [6381] Widowed       Married       Married       Married       Divorced     
 [6386] Divorced      Married       Married       Separated     Married      
 [6391] Married       Married       Married       Divorced      Married      
 [6396] Married       Never married Never married Married       Never married
 [6401] Married       Never married Never married Married       Never married
 [6406] Never married Never married Married       Separated     Divorced     
 [6411] Married       Never married Divorced      Divorced      Divorced     
 [6416] Divorced      Married       Never married Never married Never married
 [6421] Never married Married       Married       Married       Married      
 [6426] Married       Widowed       Never married Divorced      Married      
 [6431] Divorced      Married       Widowed       Married       Married      
 [6436] Married       Married       Widowed       Married       Married      
 [6441] Divorced      Married       Never married Divorced      Never married
 [6446] Married       Divorced      Widowed       Married       Married      
 [6451] Divorced      Married       Married       Married       Divorced     
 [6456] Married       Married       Separated     Married       Married      
 [6461] Married       Never married Married       Never married Never married
 [6466] Widowed       Separated     Divorced      Married       Separated    
 [6471] Separated     Divorced      Married       Never married Married      
 [6476] Never married Widowed       Never married Never married Married      
 [6481] Married       Never married Never married Widowed       Divorced     
 [6486] Married       Married       Married       Married       Married      
 [6491] Divorced      Married       Married       Never married Never married
 [6496] Never married Married       Married       Married       Married      
 [6501] Divorced      Married       Married       Married       Never married
 [6506] Married       Never married Never married Married       Never married
 [6511] Never married Married       Married       Divorced      Divorced     
 [6516] Married       Never married Never married Married       Separated    
 [6521] Divorced      Married       Never married Divorced      Never married
 [6526] Married       Married       Never married Married       Never married
 [6531] Separated     Divorced      Married       Married       Married      
 [6536] Married       Widowed       Never married Never married Divorced     
 [6541] Never married Married       Never married Never married Never married
 [6546] Married       Never married Married       Never married Married      
 [6551] Married       Married       Married       Separated     Married      
 [6556] Widowed       Married       Divorced      Divorced      Married      
 [6561] Married       Married       Never married Married       Divorced     
 [6566] Divorced      Widowed       Married       Married       Married      
 [6571] Married       Married       Divorced      Married       Married      
 [6576] Never married Never married Separated     Never married Never married
 [6581] Never married Married       Married       Never married Married      
 [6586] Married       Married       Married       Married       Married      
 [6591] Never married Widowed       Never married Married       Married      
 [6596] Widowed       Separated     Married       Widowed       Never married
 [6601] Never married Married       Divorced      Never married Never married
 [6606] Never married Married       Never married Never married Divorced     
 [6611] Never married Never married Married       Married       Widowed      
 [6616] Married       Divorced      Married       Never married Never married
 [6621] Never married Divorced      Divorced      Never married Married      
 [6626] Never married Never married Divorced      Never married Never married
 [6631] Divorced      Never married Never married Widowed       Married      
 [6636] Married       Married       Married       Married       Married      
 [6641] Widowed       Divorced      Married       Widowed       Married      
 [6646] Married       Married       Divorced      Married       Married      
 [6651] Widowed       Married       Never married Never married Married      
 [6656] Married       Married       Widowed       Married       Married      
 [6661] Married       Never married Married       Never married Never married
 [6666] Separated     Married       Widowed       Married       Married      
 [6671] Divorced      Never married Widowed       Married       Married      
 [6676] Never married Married       Never married Married       Married      
 [6681] Never married Separated     Married       Married       Married      
 [6686] Married       Married       Married       Divorced      Married      
 [6691] Married       Never married Never married Married       Widowed      
 [6696] Never married Married       Married       Divorced      Separated    
 [6701] Married       Married       Divorced      Never married Never married
 [6706] Married       Widowed       Married       Widowed       Divorced     
 [6711] Never married Married       Married       Divorced      Divorced     
 [6716] Divorced      Married       Married       Married       Widowed      
 [6721] Married       Married       Married       Married       Never married
 [6726] Never married Divorced      Married       Divorced      Married      
 [6731] Widowed       Never married Widowed       Married       Married      
 [6736] Married       Married       Divorced      Married       Never married
 [6741] Never married Never married Married       Married       Married      
 [6746] Never married Divorced      Married       Divorced      Divorced     
 [6751] Married       Widowed       Widowed       Divorced      Widowed      
 [6756] Never married Married       Married       Divorced      Never married
 [6761] Never married Married       Married       Married       Divorced     
 [6766] Divorced      Never married Married       Never married Never married
 [6771] Divorced      Never married Married       Divorced      Never married
 [6776] Divorced      Married       Divorced      Married       Married      
 [6781] Married       Never married Married       Married       Divorced     
 [6786] Married       Married       Divorced      Separated     Married      
 [6791] Married       Married       Married       Married       Married      
 [6796] Divorced      Divorced      Married       Never married Married      
 [6801] Never married Widowed       Married       Never married Married      
 [6806] Married       Divorced      Married       Never married Married      
 [6811] Never married Married       Separated     Never married Divorced     
 [6816] Married       Married       Married       Never married Never married
 [6821] Separated     Never married Divorced      Married       Divorced     
 [6826] Married       Married       Married       Married       Married      
 [6831] Never married Widowed       Married       Married       Never married
 [6836] Divorced      Married       Married       Married       Married      
 [6841] Married       Married       Married       Widowed       Married      
 [6846] Widowed       Married       Widowed       Married       Married      
 [6851] Divorced      Married       Never married Married       Never married
 [6856] Divorced      Widowed       Married       Divorced      Married      
 [6861] Married       Married       Never married Married       Divorced     
 [6866] Never married Divorced      Married       Married       Divorced     
 [6871] Never married Never married Married       Widowed       Married      
 [6876] Married       Married       Married       Married       Never married
 [6881] Never married Divorced      Married       Widowed       Widowed      
 [6886] Separated     Widowed       Married       Widowed       Never married
 [6891] Married       Never married Married       Married       Married      
 [6896] Married       Never married Married       Married       Married      
 [6901] Married       Widowed       Married       Divorced      Never married
 [6906] Married       Married       Married       Married       Married      
 [6911] Never married Married       Married       Married       Married      
 [6916] Married       Married       Married       Married       Divorced     
 [6921] Married       Separated     Married       Never married Married      
 [6926] Never married Never married Never married Never married Never married
 [6931] Never married Never married Never married Widowed       Divorced     
 [6936] Married       Divorced      Married       Married       Widowed      
 [6941] Never married Divorced      Married       Married       Married      
 [6946] Married       Married       Married       Married       Married      
 [6951] Married       Married       Married       Divorced      Married      
 [6956] Married       Married       Married       Married       Divorced     
 [6961] Never married Never married Married       Divorced      Never married
 [6966] Never married Divorced      Never married Separated     Never married
 [6971] Divorced      Married       Never married Divorced      Never married
 [6976] Divorced      Married       Married       Separated     Married      
 [6981] Married       Married       Married       Divorced      Married      
 [6986] Married       Married       Married       Never married Married      
 [6991] Never married Never married Married       Married       Married      
 [6996] Widowed       Never married Never married Never married Divorced     
 [7001] Married       Divorced      Separated     Never married Separated    
 [7006] Never married Divorced      Separated     Married       Divorced     
 [7011] Married       Widowed       Married       Married       Married      
 [7016] Married       Married       Never married Married       Married      
 [7021] Divorced      Married       Married       Married       Widowed      
 [7026] Never married Married       Married       Married       Married      
 [7031] Married       Married       Never married Never married Divorced     
 [7036] Never married Divorced      Never married Separated     Never married
 [7041] Never married Never married Never married Never married Married      
 [7046] Married       Married       Married       Married       Married      
 [7051] Married       Never married Married       Never married Never married
 [7056] Widowed       Never married Married       Married       Widowed      
 [7061] Never married Divorced      Married       Never married Married      
 [7066] Never married Widowed       Separated     Separated     Never married
 [7071] Widowed       Divorced      Married       Married       Married      
 [7076] Married       Widowed       Widowed       Married       Married      
 [7081] Married       Married       Married       Married       Married      
 [7086] Married       Never married Never married Never married Married      
 [7091] Divorced      Separated     Married       Widowed       Married      
 [7096] Married       Married       Widowed       Married       Divorced     
 [7101] Divorced      Widowed       Married       Married       Married      
 [7106] Married       Married       Married       Married       Married      
 [7111] Divorced      Married       Married       Married       Married      
 [7116] Divorced      Never married Separated     Separated     Widowed      
 [7121] Separated     Married       Married       Married       Separated    
 [7126] Married       Widowed       Married       Never married Divorced     
 [7131] Married       Never married Widowed       Widowed       Separated    
 [7136] Never married Widowed       Never married Never married Married      
 [7141] Never married Never married Never married Divorced      Married      
 [7146] Divorced      Married       Divorced      Divorced      Divorced     
 [7151] Married       Married       Married       Divorced      Divorced     
 [7156] Married       Never married Divorced      Divorced      Never married
 [7161] Never married Never married Divorced      Never married Widowed      
 [7166] Never married Married       Divorced      Widowed       Never married
 [7171] Married       Married       Married       Never married Divorced     
 [7176] Married       Never married Never married Widowed       Divorced     
 [7181] Separated     Separated     Never married Never married Married      
 [7186] Divorced      Never married Never married Never married Never married
 [7191] Married       Never married Married       Widowed       Married      
 [7196] Divorced      Never married Married       Married       Never married
 [7201] Divorced      Never married Never married Never married Never married
 [7206] Widowed       Never married Divorced      Married       Never married
 [7211] Married       Married       Never married Separated     Separated    
 [7216] Separated     Married       Never married Divorced      Married      
 [7221] Married       Married       Never married Widowed       Divorced     
 [7226] Married       Separated     Separated     Never married Married      
 [7231] Married       Married       Married       Never married Never married
 [7236] Never married Married       Divorced      Married       Married      
 [7241] Never married Married       Never married Never married Never married
 [7246] Never married Divorced      Married       Married       Never married
 [7251] Divorced      Married       Married       Married       Never married
 [7256] Married       Married       Married       Married       Married      
 [7261] Divorced      Married       Married       Divorced      Separated    
 [7266] Never married Married       Divorced      Separated     Married      
 [7271] Never married Never married Never married Never married Married      
 [7276] Married       Married       Never married Married       Married      
 [7281] Married       Married       Divorced      Never married Married      
 [7286] Never married Married       Married       Separated     Married      
 [7291] Married       Married       Married       Married       Married      
 [7296] Never married Divorced      Never married Separated     Never married
 [7301] Married       Married       Married       Married       Divorced     
 [7306] Separated     Married       Widowed       Married       Married      
 [7311] Married       Married       Never married Never married Married      
 [7316] Separated     Married       Separated     Married       Married      
 [7321] Divorced      Never married Never married Married       Widowed      
 [7326] Married       Married       Married       Divorced      Never married
 [7331] Married       Married       Divorced      Married       Married      
 [7336] Never married Married       Married       Married       Married      
 [7341] Married       Married       Married       Married       Married      
 [7346] Married       Divorced      Divorced      Married       Married      
 [7351] Never married Married       Never married Married       Never married
 [7356] Married       Never married Never married Separated     Divorced     
 [7361] Never married Divorced      Married       Married       Widowed      
 [7366] Married       Married       Widowed       Married       Widowed      
 [7371] Married       Married       Never married Never married Married      
 [7376] Never married Married       Never married Never married Married      
 [7381] Never married Divorced      Married       Married       Widowed      
 [7386] Married       Married       Married       Married       Widowed      
 [7391] Married       Married       Married       Married       Widowed      
 [7396] Never married Never married Divorced      Married       Married      
 [7401] Married       Married       Married       Married       Married      
 [7406] Married       Married       Married       Divorced      Never married
 [7411] Married       Divorced      Married       Never married Never married
 [7416] Never married Widowed       Divorced      Widowed       Married      
 [7421] Married       Widowed       Never married Married       Married      
 [7426] Married       Divorced      Married       Never married Divorced     
 [7431] Married       Separated     Divorced      Divorced      Separated    
 [7436] Married       Married       Never married Married       Married      
 [7441] Married       Married       Married       Widowed       Married      
 [7446] Never married Divorced      Married       Never married Widowed      
 [7451] Married       Never married Married       Married       Divorced     
 [7456] Married       Married       Divorced      Widowed       Married      
 [7461] Never married Divorced      Divorced      Married       Never married
 [7466] Widowed       Widowed       Married       Widowed       Widowed      
 [7471] Married       Never married Never married Married       Divorced     
 [7476] Married       Never married Never married Married       Widowed      
 [7481] Married       Divorced      Never married Divorced      Divorced     
 [7486] Never married Divorced      Married       Never married Never married
 [7491] Divorced      Married       Married       Divorced      Married      
 [7496] Divorced      Divorced      Married       Married       Divorced     
 [7501] Divorced      Married       Divorced      Married       Married      
 [7506] Married       Never married Never married Divorced      Never married
 [7511] Never married Married       Divorced      Never married Never married
 [7516] Widowed       Never married Married       Married       Married      
 [7521] Divorced      Married       Never married Married       Never married
 [7526] Separated     Never married Married       Never married Married      
 [7531] Divorced      Married       Married       Divorced      Divorced     
 [7536] Divorced      Widowed       Divorced      Never married Widowed      
 [7541] Married       Widowed       Married       Divorced      Divorced     
 [7546] Widowed       Widowed       Married       Married       Widowed      
 [7551] Married       Never married Married       Never married Divorced     
 [7556] Married       Widowed       Widowed       Married       Married      
 [7561] Married       Married       Married       Married       Married      
 [7566] Married       Married       Married       Never married Married      
 [7571] Married       Married       Married       Married       Married      
 [7576] Married       Married       Married       Married       Divorced     
 [7581] Married       Married       Married       Married       Never married
 [7586] Never married Married       Married       Married       Married      
 [7591] Married       Widowed       Married       Married       Married      
 [7596] Divorced      Widowed       Divorced      Married       Widowed      
 [7601] Never married Widowed       Widowed       Married       Married      
 [7606] Married       Married       Married       Married       Married      
 [7611] Married       Married       Married       Married       Married      
 [7616] Married       Married       Married       Never married Married      
 [7621] Married       Never married Married       Married       Married      
 [7626] Married       Never married Married       Married       Never married
 [7631] Married       Never married Married       Separated     Widowed      
 [7636] Never married Married       Married       Divorced      Never married
 [7641] Never married Widowed       Married       Married       Divorced     
 [7646] Married       Widowed       Married       Married       Married      
 [7651] Married       Divorced      Divorced      Divorced      Divorced     
 [7656] Divorced      Divorced      Divorced      Divorced      Widowed      
 [7661] Never married Divorced      Never married Married       Married      
 [7666] Divorced      Married       Married       Married       Married      
 [7671] Never married Married       Married       Married       Married      
 [7676] Never married Married       Married       Never married Married      
 [7681] Married       Married       Married       Married       Married      
 [7686] Married       Divorced      Married       Married       Married      
 [7691] Married       Married       Widowed       Married       Married      
 [7696] Married       Married       Widowed       Married       Married      
 [7701] Divorced      Married       Married       Married       Widowed      
 [7706] Married       Divorced      Divorced      Divorced      Never married
 [7711] Never married Never married Widowed       Married       Married      
 [7716] Never married Married       Married       Married       Married      
 [7721] Married       Married       Married       Widowed       Divorced     
 [7726] Divorced      Married       Divorced      Married       Married      
 [7731] Married       Widowed       Divorced      Married       Married      
 [7736] Married       Married       Married       Married       Married      
 [7741] Separated     Divorced      Married       Married       Married      
 [7746] Widowed       Divorced      Widowed       Never married Separated    
 [7751] Married       Divorced      Divorced      Widowed       Widowed      
 [7756] Married       Married       Married       Divorced      Married      
 [7761] Married       Divorced      Married       Never married Married      
 [7766] Married       Married       Married       Married       Married      
 [7771] Married       Married       Widowed       Married       Never married
 [7776] Married       Married       Widowed       Married       Married      
 [7781] Widowed       Married       Divorced      Divorced      Separated    
 [7786] Married       Divorced      Never married Divorced      Married      
 [7791] Married       Widowed       Married       Married       Married      
 [7796] Married       Divorced      Married       Married       Never married
 [7801] Married       Divorced      Separated     Married       Divorced     
 [7806] Married       Married       Widowed       Married       Married      
 [7811] Married       Married       Never married Married       Married      
 [7816] Married       Married       Married       Married       Married      
 [7821] Married       Married       Married       Married       Married      
 [7826] Divorced      Married       Married       Married       Married      
 [7831] Married       Married       Never married Married       Never married
 [7836] Married       Married       Married       Married       Married      
 [7841] Married       Married       Widowed       Married       Married      
 [7846] Married       Married       Married       Widowed       Married      
 [7851] Married       Married       Divorced      Married       Married      
 [7856] Married       Divorced      Married       Married       Married      
 [7861] Married       Married       Married       Married       Never married
 [7866] Married       Married       Married       Married       Widowed      
 [7871] Married       Divorced      Married       Never married Married      
 [7876] Widowed       Married       Married       Married       Married      
 [7881] Married       Married       Married       Married       Married      
 [7886] Divorced      Married       Separated     Married       Never married
 [7891] Divorced      Separated     Never married Married       Divorced     
 [7896] Never married Married       Never married Married       Married      
 [7901] Married       Never married Married       Married       Widowed      
 [7906] Married       Married       Married       Divorced      Married      
 [7911] Married       Widowed       Divorced      Widowed       Divorced     
 [7916] Married       Married       Separated     Divorced      Married      
 [7921] Married       Married       Married       Married       Married      
 [7926] Divorced      Married       Married       Married       Widowed      
 [7931] Never married Widowed       Married       Married       Married      
 [7936] Divorced      Married       Never married Married       Divorced     
 [7941] Married       Married       Married       Widowed       Married      
 [7946] Never married Divorced      Married       Married       Married      
 [7951] Married       Never married Divorced      Married       Married      
 [7956] Married       Divorced      Married       Married       Married      
 [7961] Married       Married       Married       Divorced      Married      
 [7966] Married       Married       Married       Divorced      Married      
 [7971] Widowed       Widowed       Married       Married       Never married
 [7976] Married       Divorced      Married       Married       Married      
 [7981] Widowed       Married       Married       Never married Never married
 [7986] Married       Married       Separated     Married       Divorced     
 [7991] Married       Widowed       Married       Married       Married      
 [7996] Married       Married       Never married Married       Married      
 [8001] Married       Widowed       Never married Widowed       Widowed      
 [8006] Married       Married       Married       Married       Married      
 [8011] Widowed       Divorced      Never married Married       Never married
 [8016] Married       Married       Divorced      Married       Never married
 [8021] Divorced      Married       Widowed       Separated     Married      
 [8026] Married       Never married Never married Married       Married      
 [8031] Never married Never married Married       Married       Never married
 [8036] Married       Divorced      Never married Divorced      Divorced     
 [8041] Married       Never married Married       Married       Married      
 [8046] Married       Married       Never married Married       Divorced     
 [8051] Married       Married       Married       Married       Married      
 [8056] Married       Never married Married       Widowed       Married      
 [8061] Married       Never married Never married Divorced      Married      
 [8066] Married       Married       Never married Married       Married      
 [8071] Widowed       Married       Widowed       Widowed       Widowed      
 [8076] Never married Never married Never married Divorced      Separated    
 [8081] Never married Married       Separated     Widowed       Never married
 [8086] Never married Divorced      Married       Widowed       Married      
 [8091] Married       Married       Divorced      Married       Widowed      
 [8096] Divorced      Widowed       Married       Never married Separated    
 [8101] Married       Divorced      Married       Divorced      Never married
 [8106] Married       Married       Divorced      Never married Married      
 [8111] Separated     Never married Married       Married       Married      
 [8116] Married       Married       Widowed       Married       Divorced     
 [8121] Married       Widowed       Married       Divorced      Never married
 [8126] Never married Divorced      Married       Married       Married      
 [8131] Separated     Married       Married       Married       Divorced     
 [8136] Married       Married       Married       Never married Married      
 [8141] Married       Separated     Married       Divorced      Divorced     
 [8146] Married       Married       Married       Married       Married      
 [8151] Married       Married       Married       Married       Married      
 [8156] Married       Married       Married       Married       Married      
 [8161] Married       Married       Married       Married       Divorced     
 [8166] Married       Married       Widowed       Divorced      Married      
 [8171] Married       Divorced      Divorced      Married       Never married
 [8176] Married       Widowed       Married       Married       Never married
 [8181] Never married Divorced      Married       Never married Married      
 [8186] Never married Never married Widowed       Married       Divorced     
 [8191] Married       Divorced      Married       Widowed       Married      
 [8196] Never married Never married Married       Married       Married      
 [8201] Married       Married       Divorced      Married       Divorced     
 [8206] Married       Married       Married       Married       Never married
 [8211] Married       Widowed       Never married Never married Divorced     
 [8216] Divorced      Never married Divorced      Widowed       Never married
 [8221] Married       Divorced      Married       Widowed       Never married
 [8226] Married       Married       Divorced      Married       Never married
 [8231] Married       Married       Never married Married       Married      
 [8236] Never married Divorced      Never married Married       Married      
 [8241] Married       Married       Married       Married       Married      
 [8246] Married       Divorced      Married       Married       Widowed      
 [8251] Widowed       Married       Married       Married       Married      
 [8256] Married       Married       Married       Married       Divorced     
 [8261] Widowed       Divorced      Married       Married       Widowed      
 [8266] Married       Married       Married       Married       Widowed      
 [8271] Married       Divorced      Never married Widowed       Married      
 [8276] Divorced      Divorced      Never married Married       Married      
 [8281] Married       Never married Widowed       Never married Married      
 [8286] Never married Divorced      Married       Married       Married      
 [8291] Divorced      Married       Divorced      Separated     Divorced     
 [8296] Divorced      Married       Married       Married       Married      
 [8301] Married       Married       Married       Married       Married      
 [8306] Never married Married       Never married Widowed       Never married
 [8311] Never married Married       Divorced      Married       Married      
 [8316] Married       Married       Never married Widowed       Never married
 [8321] Divorced      Divorced      Married       Married       Married      
 [8326] Married       Married       Married       Divorced      Married      
 [8331] Married       Never married Married       Divorced      Married      
 [8336] Divorced      Widowed       Never married Never married Married      
 [8341] Divorced      Divorced      Married       Married       Married      
 [8346] Married       Married       Married       Divorced      Married      
 [8351] Divorced      Married       Married       Married       Married      
 [8356] Married       Married       Divorced      Married       Divorced     
 [8361] Never married Married       Widowed       Married       Divorced     
 [8366] Married       Married       Married       Divorced      Divorced     
 [8371] Separated     Never married Married       Never married Never married
 [8376] Married       Married       Never married Widowed       Never married
 [8381] Married       Separated     Married       Separated     Married      
 [8386] Divorced      Divorced      Married       Married       Never married
 [8391] Married       Married       Married       Married       Never married
 [8396] Never married Divorced      Never married Never married Married      
 [8401] Widowed       Never married Never married Never married Widowed      
 [8406] Never married Never married Divorced      Married       Never married
 [8411] Never married Never married Never married Never married Never married
 [8416] Never married Never married Never married Never married Never married
 [8421] Married       Never married Married       Separated     Divorced     
 [8426] Separated     Married       Divorced      Married       Divorced     
 [8431] Married       Married       Never married Separated     Never married
 [8436] Married       Married       Widowed       Never married Divorced     
 [8441] Married       Married       Never married Married       Never married
 [8446] Widowed       Married       Never married Never married Widowed      
 [8451] Never married Married       Never married Never married Never married
 [8456] Divorced      Married       Married       Married       Married      
 [8461] Divorced      Married       Married       Divorced      Married      
 [8466] Widowed       Divorced      Married       Married       Married      
 [8471] Married       Married       Divorced      Separated     Married      
 [8476] Married       Never married Married       Widowed       Married      
 [8481] Widowed       Married       Never married Never married Widowed      
 [8486] Married       Married       Married       Married       Married      
 [8491] Married       Never married Married       Married       Never married
 [8496] Never married Never married Never married Never married Married      
 [8501] Never married Divorced      Married       Married       Married      
 [8506] Never married Never married Married       Married       Married      
 [8511] Never married Never married Widowed       Widowed       Widowed      
 [8516] Divorced      Never married Widowed       Widowed       Never married
 [8521] Separated     Married       Married       Married       Separated    
 [8526] Married       Married       Divorced      Married       Divorced     
 [8531] Married       Divorced      Married       Married       Married      
 [8536] Married       Married       Married       Widowed       Never married
 [8541] Married       Married       Never married Never married Married      
 [8546] Never married Married       Married       Never married Married      
 [8551] Married       Never married Married       Never married Never married
 [8556] Married       Married       Never married Never married Never married
 [8561] Never married Never married Married       Separated     Widowed      
 [8566] Married       Divorced      Married       Never married Married      
 [8571] Never married Married       Married       Married       Married      
 [8576] Widowed       Married       Separated     Divorced      Married      
 [8581] Married       Married       Never married Never married Married      
 [8586] Married       Married       Married       Married       Married      
 [8591] Never married Married       Married       Married       Married      
 [8596] Divorced      Never married Married       Widowed       Married      
 [8601] Married       Widowed       Married       Married       Separated    
 [8606] Widowed       Married       Married       Widowed       Never married
 [8611] Married       Divorced      Divorced      Married       Married      
 [8616] Married       Married       Never married Married       Married      
 [8621] Married       Married       Married       Separated     Married      
 [8626] Married       Divorced      Never married Divorced      Married      
 [8631] Married       Married       Married       Married       Married      
 [8636] Never married Never married Widowed       Never married Widowed      
 [8641] Married       Widowed       Married       Widowed       Married      
 [8646] Divorced      Married       Divorced      Married       Married      
 [8651] Married       Married       Divorced      Married       Divorced     
 [8656] Never married Married       Married       Divorced      Married      
 [8661] Married       Married       Married       Never married Married      
 [8666] Married       Divorced      Divorced      Married       Separated    
 [8671] Divorced      Never married Never married Married       Married      
 [8676] Separated     Never married Married       Married       Never married
 [8681] Married       Married       Married       Never married Divorced     
 [8686] Never married Married       Married       Never married Married      
 [8691] Never married Never married Divorced      Married       Married      
 [8696] Married       Married       Married       Never married Never married
 [8701] Married       Divorced      Married       Never married Divorced     
 [8706] Divorced      Married       Married       Separated     Never married
 [8711] Never married Never married Never married Married       Married      
 [8716] Married       Divorced      Married       Married       Widowed      
 [8721] Married       Never married Married       Married       Widowed      
 [8726] Never married Married       Never married Never married Divorced     
 [8731] Married       Never married Never married Widowed       Never married
 [8736] Divorced      Divorced      Never married Never married Never married
 [8741] Never married Divorced      Never married Separated     Divorced     
 [8746] Never married Never married Never married Divorced      Never married
 [8751] Never married Married       Never married Divorced      Never married
 [8756] Married       Married       Married       Never married Never married
 [8761] Married       Never married Married       Married       Married      
 [8766] Divorced      Never married Married       Married       Widowed      
 [8771] Widowed       Married       Married       Never married Never married
 [8776] Married       Married       Never married Married       Never married
 [8781] Married       Married       Married       Married       Married      
 [8786] Married       Divorced      Married       Divorced      Married      
 [8791] Never married Separated     Divorced      Never married Married      
 [8796] Married       Married       Never married Never married Never married
 [8801] Never married Separated     Never married Divorced      Married      
 [8806] Married       Divorced      Married       Married       Married      
 [8811] Married       Married       Married       Married       Married      
 [8816] Widowed       Married       Married       Married       Widowed      
 [8821] Married       Married       Divorced      Married       Widowed      
 [8826] Married       Widowed       Married       Married       Never married
 [8831] Married       Divorced      Never married Married       Married      
 [8836] Widowed       Married       Married       Divorced      Widowed      
 [8841] Married       Divorced      Married       Married       Divorced     
 [8846] Married       Married       Married       Never married Married      
 [8851] Never married Married       Married       Never married Married      
 [8856] Married       Divorced      Married       Married       Never married
 [8861] Never married Never married Married       Never married Divorced     
 [8866] Married       Never married Divorced      Married       Widowed      
 [8871] Married       Divorced      Married       Never married Never married
 [8876] Married       Divorced      Married       Married       Never married
 [8881] Married       Widowed       Married       Widowed       Never married
 [8886] Married       Divorced      Widowed       Married       Married      
 [8891] Never married Married       Married       Divorced      Married      
 [8896] Married       Married       Married       Never married Married      
 [8901] Married       Never married Divorced      Married       Married      
 [8906] Married       Married       Married       Married       Never married
 [8911] Married       Married       Married       Never married Divorced     
 [8916] Married       Married       Widowed       Divorced      Never married
 [8921] Divorced      Never married Married       Married       Divorced     
 [8926] Never married Married       Never married Never married Married      
 [8931] Never married Married       Divorced      Married       Divorced     
 [8936] Married       Never married Married       Married       Married      
 [8941] Divorced      Never married Never married Widowed       Married      
 [8946] Married       Married       Married       Widowed       Divorced     
 [8951] Never married Married       Married       Married       Married      
 [8956] Divorced      Never married Married       Married       Widowed      
 [8961] Married       Married       Married       Married       Married      
 [8966] Divorced      Never married Married       Never married Never married
 [8971] Married       Married       Never married Separated     Divorced     
 [8976] Married       Married       Divorced      Never married Never married
 [8981] Never married Married       Never married Divorced      Never married
 [8986] Married       Widowed       Married       Divorced      Never married
 [8991] Married       Married       Married       Married       Never married
 [8996] Married       Married       Divorced      Divorced      Married      
 [9001] Never married Married       Married       Never married Married      
 [9006] Married       Widowed       Married       Married       Married      
 [9011] Divorced      Separated     Never married Divorced      Divorced     
 [9016] Never married Never married Never married Married       Never married
 [9021] Never married Divorced      Never married Married       Never married
 [9026] Married       Never married Married       Separated     Married      
 [9031] Divorced      Never married Widowed       Never married Married      
 [9036] Separated     Never married Divorced      Married       Married      
 [9041] Married       Married       Married       Separated     Married      
 [9046] Married       Married       Married       Never married Separated    
 [9051] Never married Never married Married       Never married Never married
 [9056] Never married Never married Married       Never married Widowed      
 [9061] Divorced      Married       Widowed       Widowed       Married      
 [9066] Never married Widowed       Married       Widowed       Married      
 [9071] Married       Married       Divorced      Married       Divorced     
 [9076] Married       Married       Married       Married       Married      
 [9081] Married       Never married Married       Never married Widowed      
 [9086] Married       Married       Never married Married       Married      
 [9091] Divorced      Never married Married       Married       Widowed      
 [9096] Divorced      Married       Never married Never married Never married
 [9101] Married       Never married Never married Married       Never married
 [9106] Never married Never married Married       Separated     Never married
 [9111] Separated     Married       Divorced      Married       Married      
 [9116] Never married Never married Widowed       Married       Never married
 [9121] Never married Never married Never married Never married Never married
 [9126] Never married Never married Separated     Never married Never married
 [9131] Married       Never married Married       Married       Married      
 [9136] Never married Married       Never married Married       Never married
 [9141] Never married Divorced      Divorced      Married       Married      
 [9146] Married       Divorced      Separated     Never married Married      
 [9151] Married       Widowed       Married       Married       Divorced     
 [9156] Never married Married       Never married Never married Married      
 [9161] Never married Married       Separated     Married       Widowed      
 [9166] Married       Married       Married       Married       Divorced     
 [9171] Widowed       Never married Married       Widowed       Separated    
 [9176] Divorced      Divorced      Widowed       Never married Never married
 [9181] Divorced      Never married Divorced      Never married Never married
 [9186] Widowed       Never married Married       Widowed       Divorced     
 [9191] Married       Divorced      Never married Never married Married      
 [9196] Married       Married       Married       Married       Divorced     
 [9201] Never married Never married Never married Divorced      Married      
 [9206] Married       Never married Married       Never married Married      
 [9211] Divorced      Never married Married       Married       Widowed      
 [9216] Married       Separated     Married       Married       Divorced     
 [9221] Never married Widowed       Divorced      Divorced      Married      
 [9226] Never married Married       Divorced      Divorced      Divorced     
 [9231] Married       Married       Divorced      Divorced      Married      
 [9236] Divorced      Never married Married       Married       Married      
 [9241] Married       Married       Married       Divorced      Married      
 [9246] Married       Divorced      Never married Never married Divorced     
 [9251] Married       Married       Married       Separated     Never married
 [9256] Married       Separated     Divorced      Widowed       Married      
 [9261] Married       Married       Married       Married       Divorced     
 [9266] Never married Never married Never married Divorced      Divorced     
 [9271] Divorced      Never married Married       Married       Divorced     
 [9276] Divorced      Married       Never married Never married Widowed      
 [9281] Never married Divorced      Never married Never married Married      
 [9286] Married       Divorced      Married       Divorced      Never married
 [9291] Never married Divorced      Married       Married       Married      
 [9296] Married       Married       Separated     Divorced      Never married
 [9301] Married       Never married Widowed       Never married Never married
 [9306] Never married Never married Never married Widowed       Never married
 [9311] Never married Never married Never married Divorced      Never married
 [9316] Never married Married       Married       Separated     Widowed      
 [9321] Married       Married       Married       Divorced      Divorced     
 [9326] Married       Separated     Divorced      Never married Married      
 [9331] Never married Never married Widowed       Never married Widowed      
 [9336] Married       Never married Never married Widowed       Never married
 [9341] Never married Married       Married       Never married Widowed      
 [9346] Married       Married       Never married Separated     Divorced     
 [9351] Separated     Never married Married       Married       Married      
 [9356] Married       Married       Married       Never married Married      
 [9361] Married       Married       Married       Married       Married      
 [9366] Never married Never married Married       Married       Married      
 [9371] Married       Married       Married       Married       Married      
 [9376] Married       Married       Divorced      Married       Married      
 [9381] Married       Never married Married       Married       Divorced     
 [9386] Never married Married       Married       Divorced      Divorced     
 [9391] Widowed       Never married Never married Married       Married      
 [9396] Married       Divorced      Married       Divorced      Married      
 [9401] Married       Divorced      Married       Married       Married      
 [9406] Divorced      Married       Divorced      Married       Married      
 [9411] Never married Married       Separated     Married       Married      
 [9416] Married       Married       Married       Married       Married      
 [9421] Married       Married       Never married Divorced      Married      
 [9426] Married       Married       Married       Married       Married      
 [9431] Married       Never married Married       Never married Married      
 [9436] Married       Never married Divorced      Married       Married      
 [9441] Widowed       Separated     Separated     Never married Divorced     
 [9446] Never married Never married Separated     Never married Married      
 [9451] Married       Married       Married       Divorced      Married      
 [9456] Never married Married       Married       Never married Married      
 [9461] Never married Never married Separated     Married       Never married
 [9466] Never married Never married Never married Never married Divorced     
 [9471] Married       Never married Never married Married       Never married
 [9476] Separated     Widowed       Never married Never married Separated    
 [9481] Divorced      Married       Married       Married       Never married
 [9486] Married       Married       Divorced      Married       Widowed      
 [9491] Divorced      Married       Never married Married       Widowed      
 [9496] Never married Married       Widowed       Divorced      Married      
 [9501] Widowed       Married       Married       Married       Married      
 [9506] Divorced      Never married Married       Divorced      Married      
 [9511] Married       Married       Never married Married       Married      
 [9516] Married       Never married Married       Never married Married      
 [9521] Divorced      Married       Married       Never married Never married
 [9526] Never married Never married Married       Married       Never married
 [9531] Never married Widowed       Married       Married       Married      
 [9536] Married       Married       Divorced      Married       Divorced     
 [9541] Never married Never married Widowed       Married       Married      
 [9546] Married       Never married Married       Married       Married      
 [9551] Married       Married       Never married Married       Never married
 [9556] Married       Never married Married       Married       Divorced     
 [9561] Divorced      Divorced      Divorced      Married       Married      
 [9566] Married       Married       Married       Married       Married      
 [9571] Married       Married       Married       Never married Married      
 [9576] Married       Never married Divorced      Never married Never married
 [9581] Never married Never married Divorced      Married       Married      
 [9586] Separated     Never married Never married Never married Never married
 [9591] Married       Never married Divorced      Divorced      Married      
 [9596] Married       Married       Married       Married       Married      
 [9601] Married       Married       Married       Widowed       Divorced     
 [9606] Divorced      Married       Married       Never married Never married
 [9611] Married       Divorced      Never married Married       Married      
 [9616] Divorced      Married       Widowed       Married       Married      
 [9621] Married       Never married Separated     Married       Married      
 [9626] Widowed       Divorced      Never married Never married Never married
 [9631] Divorced      Separated     Never married Divorced      Married      
 [9636] Divorced      Divorced      Divorced      Married       Separated    
 [9641] Married       Married       Married       Never married Never married
 [9646] Married       Married       Married       Divorced      Separated    
 [9651] Never married Never married Never married Married       Never married
 [9656] Married       Married       Never married Divorced      Divorced     
 [9661] Married       Never married Married       Married       Widowed      
 [9666] Married       Separated     Married       Married       Never married
 [9671] Divorced      Divorced      Married       Married       Married      
 [9676] Married       Married       Never married Never married Married      
 [9681] Divorced      Married       Never married Never married Widowed      
 [9686] Married       Married       Never married Separated     Married      
 [9691] Married       Never married Married       Married       Married      
 [9696] Married       Married       Married       Never married Married      
 [9701] Married       Married       Married       Never married Married      
 [9706] Divorced      Widowed       Widowed       Never married Married      
 [9711] Married       Never married Married       Married       Married      
 [9716] Divorced      Divorced      Never married Divorced      Never married
 [9721] Married       Divorced      Married       Widowed       Divorced     
 [9726] Separated     Married       Never married Married       Divorced     
 [9731] Married       Separated     Divorced      Never married Never married
 [9736] Married       Divorced      Married       Never married Married      
 [9741] Never married Never married Never married Never married Divorced     
 [9746] Married       Married       Married       Never married Never married
 [9751] Married       Married       Never married Married       Married      
 [9756] Never married Married       Married       Divorced      No answer    
 [9761] Widowed       Married       Never married Widowed       Married      
 [9766] Never married Widowed       Divorced      Married       Married      
 [9771] Married       Married       Married       Never married Separated    
 [9776] Married       Married       Married       Married       Married      
 [9781] Married       Married       Married       Never married Married      
 [9786] Never married Never married Married       Married       Never married
 [9791] Never married Divorced      Never married Married       Married      
 [9796] Married       Married       Never married Never married Never married
 [9801] Widowed       Divorced      Married       Married       Married      
 [9806] Married       Married       Married       Divorced      Married      
 [9811] Divorced      Never married Married       Married       Divorced     
 [9816] Married       Divorced      Divorced      Divorced      Never married
 [9821] Never married Married       Married       Married       Married      
 [9826] Married       Widowed       Married       Married       Married      
 [9831] Married       Married       Widowed       Married       Married      
 [9836] Divorced      Never married Never married Never married Separated    
 [9841] Never married Divorced      Never married Separated     Never married
 [9846] Married       Married       Never married Married       Widowed      
 [9851] Married       Divorced      Married       Married       Divorced     
 [9856] Never married Married       Never married Married       Divorced     
 [9861] Married       Divorced      Divorced      Divorced      Married      
 [9866] Married       Married       Never married Married       Married      
 [9871] Married       Married       Married       Never married Married      
 [9876] Married       Never married Married       Never married Married      
 [9881] Married       Divorced      Married       Married       Never married
 [9886] Never married Married       Married       Married       Divorced     
 [9891] Married       Widowed       Married       Divorced      Married      
 [9896] Divorced      Never married Never married Never married Never married
 [9901] Separated     Never married Married       Never married Widowed      
 [9906] Never married Never married Married       Married       Never married
 [9911] Separated     Never married Never married Married       Married      
 [9916] Married       Married       Married       Never married Married      
 [9921] Married       Married       Never married Widowed       Divorced     
 [9926] Widowed       Married       Never married Married       Married      
 [9931] Never married Married       Never married Married       Married      
 [9936] Widowed       Married       Never married Married       Married      
 [9941] Never married Divorced      Married       Married       Married      
 [9946] Never married Never married Married       No answer     Widowed      
 [9951] Never married Widowed       Never married Married       Divorced     
 [9956] Never married Never married Married       Married       Divorced     
 [9961] Married       Married       Married       Married       Separated    
 [9966] Never married Married       Divorced      Married       Married      
 [9971] Divorced      Never married Married       Married       Married      
 [9976] Divorced      Never married Married       Divorced      Never married
 [9981] Widowed       Married       Divorced      Never married Never married
 [9986] Married       Never married Divorced      Divorced      Divorced     
 [9991] Divorced      Married       Never married Separated     Never married
 [9996] Divorced      Never married Married       Divorced      Married      
[10001] Never married Married       Never married Widowed       Married      
[10006] Divorced      Widowed       Married       Divorced      Never married
[10011] Married       Married       Married       Married       Married      
[10016] Widowed       Never married Divorced      Married       Married      
[10021] Never married Widowed       Separated     Married       Never married
[10026] Married       Widowed       Divorced      Widowed       Never married
[10031] Married       Married       Never married Divorced      Divorced     
[10036] Divorced      Never married Divorced      Married       Never married
[10041] Widowed       Widowed       Never married Never married Married      
[10046] Never married Married       Never married Never married Never married
[10051] Widowed       Never married Married       Widowed       Never married
[10056] Divorced      Never married Divorced      Married       Married      
[10061] Married       Divorced      Married       Married       Divorced     
[10066] Married       Married       Married       Widowed       Married      
[10071] Divorced      Married       Married       Divorced      Widowed      
[10076] Married       Never married Widowed       Never married Separated    
[10081] Never married Widowed       Divorced      Divorced      Divorced     
[10086] Never married Married       Married       Never married Widowed      
[10091] Widowed       Widowed       Married       Never married Never married
[10096] Married       Married       Widowed       Never married Married      
[10101] Married       Widowed       Never married Divorced      Divorced     
[10106] Divorced      Divorced      Never married Never married Divorced     
[10111] Widowed       Divorced      Divorced      Separated     Separated    
[10116] Widowed       Never married Married       Married       Married      
[10121] Married       Married       Married       Never married Never married
[10126] Married       Married       Married       Married       Married      
[10131] Married       Married       Married       Never married Married      
[10136] Widowed       Divorced      Married       Never married Married      
[10141] Widowed       Married       Married       Divorced      Married      
[10146] Never married Divorced      Never married Married       Never married
[10151] Married       Married       Never married Divorced      Married      
[10156] Never married Separated     Married       Divorced      Never married
[10161] Never married Divorced      Married       Married       Never married
[10166] Never married Never married Never married Married       Never married
[10171] Never married Married       Widowed       Married       Never married
[10176] Never married Never married Married       Married       Separated    
[10181] Widowed       Widowed       Married       Widowed       Never married
[10186] Married       Married       Married       Never married Widowed      
[10191] Separated     Married       Married       Married       Widowed      
[10196] Never married Divorced      Never married Married       Widowed      
[10201] Never married Married       Widowed       Never married Married      
[10206] Married       Never married Married       Married       Married      
[10211] Never married Never married Divorced      Married       Never married
[10216] Divorced      Married       Married       Never married Never married
[10221] Never married Married       Married       Widowed       Widowed      
[10226] Married       Never married Never married Separated     Married      
[10231] Married       Married       Married       Married       Widowed      
[10236] Never married Divorced      Divorced      Separated     Separated    
[10241] Widowed       Never married Married       Never married Widowed      
[10246] Never married Married       Married       Never married Widowed      
[10251] Never married Separated     Never married Married       Never married
[10256] Divorced      Married       Married       Married       Divorced     
[10261] Divorced      Never married Married       Widowed       Widowed      
[10266] Widowed       Widowed       Divorced      Married       Never married
[10271] Never married Widowed       Widowed       Married       Widowed      
[10276] Widowed       Married       Married       Widowed       Married      
[10281] Married       Married       Married       Married       Married      
[10286] Married       Married       Married       Divorced      Widowed      
[10291] Married       Never married Divorced      Never married Married      
[10296] Married       Married       Married       Divorced      Divorced     
[10301] Never married Never married Divorced      Married       Widowed      
[10306] Married       Married       Never married Never married Never married
[10311] Never married Divorced      Married       Married       Never married
[10316] Separated     Divorced      Widowed       Never married Married      
[10321] Married       Divorced      Never married Divorced      Married      
[10326] Never married Divorced      Never married Never married Married      
[10331] Never married Married       Married       Married       Married      
[10336] Divorced      Divorced      Never married Widowed       Never married
[10341] Never married Divorced      Married       Married       Married      
[10346] Married       Married       Never married Widowed       Married      
[10351] Never married Divorced      Divorced      Married       Married      
[10356] Never married Never married Married       Never married Married      
[10361] Married       Married       Married       Married       Never married
[10366] Married       Married       Divorced      Married       Married      
[10371] Married       Divorced      Married       Married       Married      
[10376] Married       Married       Married       Never married Never married
[10381] Divorced      Married       Widowed       Married       Married      
[10386] Married       Married       Married       Married       Married      
[10391] Married       Married       Married       Widowed       Married      
[10396] Married       Never married Divorced      Married       Married      
[10401] Married       Divorced      Married       Widowed       Married      
[10406] Married       Widowed       Widowed       Widowed       Married      
[10411] Never married Divorced      Married       Never married Married      
[10416] Divorced      Widowed       Never married Never married Divorced     
[10421] Divorced      Married       Divorced      Married       Widowed      
[10426] Widowed       Divorced      Divorced      Never married Never married
[10431] Never married Divorced      Never married Divorced      Divorced     
[10436] Divorced      Never married Married       Never married Widowed      
[10441] Married       Never married Widowed       Divorced      Married      
[10446] Married       Married       Never married Never married Never married
[10451] Never married Married       Married       Married       Married      
[10456] Married       Married       Married       Married       Married      
[10461] Divorced      Never married Never married Divorced      Married      
[10466] Divorced      Married       Married       Married       Married      
[10471] Divorced      Never married Married       Married       Never married
[10476] Divorced      Married       Married       Married       Married      
[10481] Married       Married       Married       Married       Married      
[10486] Divorced      Married       Married       Married       Divorced     
[10491] Married       Married       Married       Married       Divorced     
[10496] Married       Divorced      Married       Widowed       Separated    
[10501] Divorced      Married       Never married Separated     Never married
[10506] Married       Married       Widowed       Married       Divorced     
[10511] Married       Never married Married       Married       Married      
[10516] Married       Divorced      Married       Married       Married      
[10521] Married       Married       Married       Married       Married      
[10526] Married       Never married Divorced      Never married Married      
[10531] Married       Separated     Married       Never married Married      
[10536] Married       Divorced      Married       Married       Married      
[10541] Married       Married       Never married Never married Divorced     
[10546] Divorced      Married       Married       Married       Widowed      
[10551] Never married Married       Married       Married       Married      
[10556] Widowed       Married       Never married Married       Married      
[10561] Married       Married       Married       Divorced      Never married
[10566] Never married Never married Never married Never married Never married
[10571] Divorced      Separated     Divorced      Married       Married      
[10576] Never married Never married Never married Divorced      Married      
[10581] Never married Never married Married       Divorced      Divorced     
[10586] Married       Never married Never married Divorced      Divorced     
[10591] Never married Married       Divorced      Never married Married      
[10596] Married       Never married Divorced      Married       Never married
[10601] Married       Divorced      Married       Married       Married      
[10606] Married       Married       Married       Married       Married      
[10611] Married       Separated     Married       Married       Never married
[10616] Married       Divorced      Never married Never married Divorced     
[10621] Married       Married       Married       Married       Married      
[10626] Married       Married       Never married Never married Never married
[10631] Separated     Married       Never married Never married Never married
[10636] Married       Divorced      Divorced      Widowed       Married      
[10641] Married       Never married Married       Married       Married      
[10646] Widowed       Never married Separated     Married       Never married
[10651] Married       Married       Widowed       Married       Never married
[10656] Never married Widowed       Divorced      Married       Married      
[10661] Married       Widowed       Divorced      Widowed       Married      
[10666] Married       Never married Never married Never married Divorced     
[10671] Married       Never married Married       Married       Married      
[10676] Married       Never married Divorced      Never married Never married
[10681] Married       Never married Never married Separated     Married      
[10686] Married       Divorced      Divorced      Never married Married      
[10691] Married       Divorced      Married       Divorced      Married      
[10696] Divorced      Married       Never married Divorced      Married      
[10701] Divorced      Separated     Separated     Never married Married      
[10706] Married       Divorced      Married       Married       Never married
[10711] Widowed       Never married Married       Married       Married      
[10716] Never married Married       Never married Divorced      Divorced     
[10721] Widowed       Married       Divorced      Widowed       Married      
[10726] Widowed       Divorced      Divorced      Married       Married      
[10731] Divorced      Married       Married       Married       Married      
[10736] Never married Married       Never married Married       Married      
[10741] Married       Never married Married       Never married Married      
[10746] Widowed       Never married Never married Never married Never married
[10751] Divorced      Never married Married       Married       Never married
[10756] Married       Married       Married       Divorced      Never married
[10761] Married       Divorced      Married       Never married Widowed      
[10766] Widowed       Never married Divorced      Separated     Never married
[10771] Never married Never married Never married Married       Widowed      
[10776] Never married Married       Never married Widowed       Never married
[10781] Separated     Widowed       Separated     Divorced      Separated    
[10786] Married       Widowed       Widowed       Widowed       Married      
[10791] Separated     Married       Divorced      Married       Never married
[10796] Married       Divorced      Never married Married       Never married
[10801] Married       Never married Married       Divorced      Divorced     
[10806] Divorced      Divorced      Married       Divorced      Divorced     
[10811] Widowed       Married       Never married Married       Married      
[10816] Married       Married       Never married Married       Never married
[10821] Never married Married       Married       Divorced      Married      
[10826] Married       Married       Married       Widowed       Widowed      
[10831] Married       Divorced      Divorced      Married       Married      
[10836] Never married Married       Married       Never married Divorced     
[10841] Married       Divorced      Married       Divorced      Never married
[10846] Married       Married       Married       Married       Married      
[10851] Divorced      Married       Divorced      Married       Married      
[10856] Divorced      Married       Married       Married       Married      
[10861] Divorced      Married       Divorced      Married       Divorced     
[10866] Married       Married       Married       Widowed       Married      
[10871] Never married Never married Divorced      Married       Married      
[10876] Married       Widowed       Never married Married       Widowed      
[10881] Married       Married       Divorced      Never married Never married
[10886] Divorced      Divorced      Widowed       Never married Divorced     
[10891] Divorced      Married       Widowed       Married       Married      
[10896] Never married Married       Divorced      Married       Never married
[10901] Married       Never married Divorced      Married       Married      
[10906] Married       Married       Divorced      Married       Never married
[10911] Never married Never married Never married Never married Married      
[10916] Married       Married       Never married Divorced      Widowed      
[10921] Never married Divorced      Married       Married       Married      
[10926] Married       Married       Married       Never married Never married
[10931] Divorced      Married       Divorced      Married       Separated    
[10936] Married       Married       Married       Separated     Married      
[10941] Divorced      Never married Married       Widowed       Divorced     
[10946] Separated     Divorced      Widowed       Married       Married      
[10951] Never married Never married Widowed       Widowed       Married      
[10956] Married       Married       Never married Married       Married      
[10961] Married       Married       Never married Married       Never married
[10966] Divorced      Widowed       Never married Married       Never married
[10971] Never married Divorced      Never married Married       Never married
[10976] Never married Never married Divorced      Widowed       Widowed      
[10981] Divorced      Never married Married       Married       Married      
[10986] Married       Never married Never married Widowed       Never married
[10991] Never married Never married Never married Never married Never married
[10996] Married       Married       Married       Married       Married      
[11001] Never married Married       Widowed       Never married Divorced     
[11006] Never married Married       Married       Separated     Married      
[11011] Never married Never married Never married Never married Married      
[11016] Never married Married       Married       Widowed       Never married
[11021] Married       Divorced      Divorced      Widowed       Married      
[11026] Divorced      Divorced      Married       Never married Married      
[11031] Divorced      Divorced      Married       Married       Married      
[11036] Never married Divorced      Married       Never married Married      
[11041] Married       Married       Married       Married       Married      
[11046] Married       Never married Never married Never married Never married
[11051] Married       Married       Married       Never married Divorced     
[11056] Married       Divorced      Married       Never married Never married
[11061] Divorced      Never married Divorced      Widowed       Married      
[11066] Divorced      Divorced      Divorced      Married       Widowed      
[11071] Married       Married       Married       Married       Separated    
[11076] Married       Divorced      Married       Married       Married      
[11081] Divorced      Married       Married       Married       Never married
[11086] Married       Married       Married       Never married Married      
[11091] Married       Married       Never married Married       Widowed      
[11096] Married       Separated     Never married Divorced      Never married
[11101] Widowed       Married       Married       Married       Married      
[11106] Married       Married       Separated     Never married Married      
[11111] Married       Married       Married       Married       Married      
[11116] Never married Never married Divorced      Divorced      Widowed      
[11121] Married       Married       Married       Married       Never married
[11126] Divorced      Divorced      Never married Married       Married      
[11131] Married       Married       Divorced      Separated     Married      
[11136] Married       Married       Married       Married       Married      
[11141] Never married Divorced      Married       Married       Married      
[11146] Married       Married       Married       Divorced      Married      
[11151] Married       Married       Married       Never married Divorced     
[11156] Never married Married       Married       Married       Married      
[11161] Divorced      Married       Married       Married       Married      
[11166] Never married Married       Never married Married       Married      
[11171] Never married Married       Married       Married       Married      
[11176] Divorced      Married       Married       Divorced      Married      
[11181] Married       Married       Divorced      Married       Divorced     
[11186] Married       Married       Divorced      Widowed       Married      
[11191] Married       Widowed       Married       Never married Married      
[11196] Married       Married       Married       Married       Separated    
[11201] Married       Divorced      Married       Married       Married      
[11206] Married       Married       Married       Married       Never married
[11211] Married       Married       Divorced      Married       Never married
[11216] Married       Divorced      Married       Widowed       Divorced     
[11221] Married       Never married Married       Married       Married      
[11226] Widowed       Married       Married       Married       Divorced     
[11231] Married       Never married Never married Married       Widowed      
[11236] Married       Divorced      Divorced      Married       Married      
[11241] Married       Married       Never married Married       Married      
[11246] Divorced      Married       Never married Divorced      Married      
[11251] Married       Married       Married       Married       Divorced     
[11256] Married       Married       Divorced      Married       Married      
[11261] Never married Divorced      Separated     Never married Separated    
[11266] Separated     Never married Never married Never married Never married
[11271] Married       Never married Widowed       Married       Divorced     
[11276] Married       Widowed       Married       Never married Married      
[11281] Married       Married       Divorced      Divorced      Widowed      
[11286] Divorced      Married       Never married Never married Never married
[11291] Married       Married       Divorced      Never married Married      
[11296] Married       Married       Married       Married       Married      
[11301] Married       Divorced      Never married Divorced      Divorced     
[11306] Married       Married       Widowed       Married       Never married
[11311] Married       Divorced      Married       Never married Widowed      
[11316] Never married Married       Divorced      Divorced      Never married
[11321] Married       Never married Married       Widowed       Never married
[11326] Married       Divorced      Married       Married       Married      
[11331] Never married Married       Widowed       Married       Married      
[11336] Married       Never married Married       Divorced      Married      
[11341] Married       Never married Married       Divorced      Married      
[11346] Married       Married       Never married Married       Never married
[11351] Widowed       Married       Married       Divorced      Widowed      
[11356] Never married Married       Widowed       Never married Married      
[11361] Married       Divorced      Married       Widowed       Married      
[11366] Widowed       Married       Married       Widowed       Never married
[11371] Divorced      Divorced      Never married Married       Married      
[11376] Divorced      Married       Married       Separated     Married      
[11381] Divorced      Married       Married       Married       Married      
[11386] Married       Married       Divorced      Never married Widowed      
[11391] Widowed       Divorced      Divorced      Widowed       Divorced     
[11396] Widowed       Married       Married       Widowed       Married      
[11401] Married       Married       Divorced      Married       Married      
[11406] Married       Married       Never married Never married Widowed      
[11411] Divorced      Separated     Married       Separated     Married      
[11416] Never married Divorced      Divorced      Never married Never married
[11421] Widowed       Married       Widowed       Married       Divorced     
[11426] Never married Widowed       Married       Divorced      Married      
[11431] Married       Divorced      Married       Divorced      Divorced     
[11436] Divorced      Never married Never married Married       Never married
[11441] Divorced      Married       Never married Widowed       Widowed      
[11446] Married       Divorced      Married       Married       Married      
[11451] Married       Married       Married       Married       Married      
[11456] Married       Married       Married       Divorced      Married      
[11461] Divorced      Divorced      Divorced      Never married Married      
[11466] Never married Married       Divorced      Married       Married      
[11471] Married       Widowed       Married       Never married Married      
[11476] Married       Married       Never married Divorced      Never married
[11481] Divorced      Divorced      Divorced      Married       Never married
[11486] Widowed       Married       Married       Married       Married      
[11491] Married       Married       Never married Married       Never married
[11496] Married       Married       Married       Married       Divorced     
[11501] Married       Divorced      Divorced      Married       Never married
[11506] Divorced      Married       Married       Divorced      Never married
[11511] Married       Married       Divorced      Married       Never married
[11516] Married       Never married Married       Divorced      Married      
[11521] Never married Never married Married       Never married Married      
[11526] Never married Married       Divorced      No answer     Never married
[11531] Never married Married       Divorced      Never married Widowed      
[11536] Never married Never married Divorced      Never married Married      
[11541] Widowed       Never married Widowed       Divorced      Never married
[11546] Divorced      Married       Widowed       Married       Married      
[11551] Divorced      Never married Married       Married       Married      
[11556] Married       Never married Never married Married       Married      
[11561] Separated     Married       Married       Married       Never married
[11566] Divorced      Married       Married       Never married Married      
[11571] Never married Married       Married       Never married Married      
[11576] Married       Divorced      Divorced      Widowed       Married      
[11581] Married       Never married Never married Married       Married      
[11586] Married       Divorced      Never married Married       Married      
[11591] Divorced      Divorced      Married       Never married Widowed      
[11596] Married       Married       Divorced      Married       Never married
[11601] Never married Divorced      Never married Never married No answer    
[11606] Married       Separated     Never married Separated     Separated    
[11611] Never married Divorced      Never married Married       Never married
[11616] Married       Divorced      Never married Divorced      Never married
[11621] Married       Married       Married       Married       Never married
[11626] Married       Never married Never married Married       Never married
[11631] Never married Married       Married       Married       Separated    
[11636] Married       Married       Married       Married       Never married
[11641] Divorced      Married       Married       Married       Married      
[11646] Married       Married       Never married Married       Married      
[11651] Married       Married       Married       Married       Married      
[11656] Married       Married       Married       Divorced      Married      
[11661] Never married Never married Married       Married       Widowed      
[11666] Never married Married       Married       Married       Widowed      
[11671] Married       Divorced      Married       Never married Never married
[11676] Married       Married       Married       Separated     Married      
[11681] Widowed       Married       Never married Married       Widowed      
[11686] Divorced      Divorced      Divorced      Widowed       Married      
[11691] Widowed       Separated     Never married Divorced      Married      
[11696] Divorced      Married       Never married Never married Never married
[11701] Divorced      Married       Never married Never married Divorced     
[11706] Married       Never married Married       Never married Married      
[11711] Married       Divorced      Widowed       Married       Married      
[11716] Divorced      Divorced      Widowed       Married       Married      
[11721] Married       Married       Married       Married       Married      
[11726] Married       Married       Married       Married       Married      
[11731] Never married Divorced      Widowed       Never married Married      
[11736] Divorced      Married       Married       Separated     Married      
[11741] Married       Married       Married       Married       Married      
[11746] Married       Never married Married       Married       Married      
[11751] Never married Married       Married       Married       Never married
[11756] Never married Never married Married       Never married Married      
[11761] Divorced      Married       Married       Married       Never married
[11766] Married       Married       Divorced      Widowed       Widowed      
[11771] Married       Divorced      Widowed       Never married Married      
[11776] Never married Never married Married       Married       Separated    
[11781] Married       Divorced      Married       Married       Married      
[11786] Divorced      Married       Never married Never married Divorced     
[11791] Married       Never married Married       Divorced      Married      
[11796] Married       Never married Married       Never married Never married
[11801] Divorced      Widowed       Married       Married       Separated    
[11806] Divorced      Widowed       Never married Divorced      Married      
[11811] Never married Never married Married       Never married Married      
[11816] Married       Married       Married       Divorced      Never married
[11821] Divorced      Never married Married       Divorced      Divorced     
[11826] Married       Married       Married       Married       Married      
[11831] Married       Married       Married       Married       Never married
[11836] Married       Never married Married       Married       Divorced     
[11841] Never married Widowed       Never married Married       Married      
[11846] Divorced      Divorced      Widowed       Widowed       Married      
[11851] Married       Never married Divorced      Divorced      Never married
[11856] Never married Never married Divorced      Married       Married      
[11861] Widowed       Never married Divorced      Married       Married      
[11866] Married       Never married Married       Married       Widowed      
[11871] Married       Married       Married       Married       Never married
[11876] Divorced      Widowed       Divorced      Married       Married      
[11881] Married       Married       Married       Never married Never married
[11886] Married       Married       Widowed       Married       Married      
[11891] Never married Separated     Never married Divorced      Married      
[11896] Widowed       Never married Married       Married       Divorced     
[11901] Divorced      Never married Divorced      Divorced      Married      
[11906] Married       Married       Married       Never married Married      
[11911] Separated     Married       Married       Married       Separated    
[11916] Married       Married       Married       Separated     Divorced     
[11921] Married       Divorced      Married       Married       Married      
[11926] Divorced      Married       Divorced      No answer     Divorced     
[11931] Divorced      Never married Divorced      Widowed       Divorced     
[11936] Divorced      Divorced      Divorced      Married       Widowed      
[11941] Married       Married       Married       Separated     Widowed      
[11946] Married       Married       Never married Married       Divorced     
[11951] Married       Married       Divorced      Married       Married      
[11956] Divorced      Never married Married       Married       Married      
[11961] Never married Separated     Married       Married       Married      
[11966] Widowed       Married       Married       Married       Married      
[11971] Married       Married       Married       Divorced      Married      
[11976] Married       Married       Married       Married       Married      
[11981] Never married Married       Divorced      Divorced      Married      
[11986] Divorced      Married       Married       Divorced      Married      
[11991] Married       Divorced      Never married Married       Married      
[11996] Married       Married       Never married Never married Married      
[12001] Divorced      Married       Married       Never married Never married
[12006] Married       Married       Married       Married       Married      
[12011] Married       Married       Married       Divorced      Married      
[12016] Married       Married       Married       Married       Married      
[12021] Married       Married       Never married Married       Never married
[12026] Married       Divorced      Married       Married       Married      
[12031] Never married Never married Never married Married       Never married
[12036] Divorced      Married       Married       Divorced      Widowed      
[12041] Divorced      Widowed       Married       Never married Married      
[12046] Married       Never married Married       Married       Married      
[12051] Divorced      Married       Never married Never married Never married
[12056] Married       Married       Divorced      Married       Married      
[12061] Separated     Married       Divorced      Never married Separated    
[12066] Never married Married       Widowed       Married       Married      
[12071] Married       Divorced      Widowed       Married       Married      
[12076] Married       Married       Never married Married       Never married
[12081] Married       Never married Never married Married       Never married
[12086] Never married Married       Married       Married       Widowed      
[12091] Widowed       Married       Divorced      Divorced      Never married
[12096] Never married Divorced      Married       Divorced      Separated    
[12101] Never married Never married Married       Never married Divorced     
[12106] Divorced      Separated     Married       Never married Separated    
[12111] Divorced      Never married Married       Married       Divorced     
[12116] Widowed       Separated     Married       Married       Married      
[12121] Married       Never married Married       Married       Never married
[12126] Divorced      Married       Married       Divorced      Divorced     
[12131] Divorced      Widowed       Married       Married       Divorced     
[12136] Married       Married       Divorced      Married       Married      
[12141] Married       Divorced      Divorced      Never married Married      
[12146] Married       Married       Widowed       Never married Married      
[12151] Divorced      Widowed       Married       Divorced      Never married
[12156] Widowed       Married       Married       Married       Divorced     
[12161] Never married Separated     Married       Married       Divorced     
[12166] Never married Divorced      Widowed       Divorced      Widowed      
[12171] Never married Never married Divorced      Married       Divorced     
[12176] Divorced      Married       Divorced      Widowed       Divorced     
[12181] Married       Married       Married       Married       Married      
[12186] Married       Married       Married       Married       Divorced     
[12191] Divorced      Divorced      Widowed       Married       Married      
[12196] Never married Widowed       Widowed       Married       Widowed      
[12201] Married       Divorced      Divorced      Married       Married      
[12206] Married       Separated     Never married Married       Separated    
[12211] Married       Married       Divorced      Married       Married      
[12216] Divorced      Never married Divorced      Married       Never married
[12221] Divorced      Never married Married       Married       Married      
[12226] Married       Married       Widowed       Divorced      Widowed      
[12231] Married       Married       Married       Married       Married      
[12236] Married       Divorced      Married       Married       Married      
[12241] Widowed       Married       Never married Married       Married      
[12246] Married       Never married Married       Married       Married      
[12251] Divorced      Married       Married       Divorced      Married      
[12256] Widowed       Divorced      Widowed       Married       Married      
[12261] Widowed       Divorced      Divorced      Never married Widowed      
[12266] Married       Married       Divorced      Never married Never married
[12271] Married       Never married Married       Never married Married      
[12276] Married       Married       Widowed       Married       Married      
[12281] Never married Divorced      Married       Never married Married      
[12286] Widowed       Married       Never married Never married Married      
[12291] Married       Separated     Divorced      Never married Never married
[12296] Widowed       Divorced      Divorced      Married       Never married
[12301] Married       Widowed       Never married Widowed       Never married
[12306] Married       Married       Married       Divorced      Married      
[12311] Married       Never married Never married Divorced      Married      
[12316] Married       Widowed       Never married Married       Married      
[12321] Married       Widowed       Never married Married       Married      
[12326] Married       Married       Married       Never married Widowed      
[12331] Never married Married       Married       Never married Married      
[12336] Separated     Divorced      Never married Divorced      Married      
[12341] Married       Married       Married       Married       Divorced     
[12346] Married       Married       Married       Married       Married      
[12351] Widowed       Married       Married       Divorced      Separated    
[12356] Widowed       Never married Widowed       Never married Never married
[12361] Never married Never married Married       Divorced      Married      
[12366] Married       Never married Widowed       Married       Married      
[12371] Married       Married       Never married Never married Divorced     
[12376] Married       Married       Divorced      Never married Never married
[12381] Married       Married       Never married Never married Married      
[12386] Never married Never married Never married Never married Never married
[12391] Widowed       Never married Married       Never married Married      
[12396] Divorced      Never married Never married Never married Never married
[12401] Married       Divorced      Married       Divorced      Married      
[12406] Married       Never married Divorced      Separated     Married      
[12411] Never married Widowed       Separated     Married       Married      
[12416] Married       Never married Widowed       Married       Married      
[12421] Never married Married       Married       Never married Separated    
[12426] Never married Married       Married       Married       Married      
[12431] Separated     Never married Married       Married       Never married
[12436] Divorced      Married       Widowed       Married       Widowed      
[12441] Married       Married       Married       Widowed       Divorced     
[12446] Never married Married       Divorced      Widowed       Never married
[12451] Divorced      Widowed       Separated     Widowed       Widowed      
[12456] Never married Married       Divorced      Married       Married      
[12461] Married       Widowed       Widowed       Divorced      Widowed      
[12466] Married       Widowed       Widowed       Married       Married      
[12471] Married       Separated     Divorced      Never married Married      
[12476] Divorced      Never married Widowed       Never married Divorced     
[12481] Married       Never married Married       Married       Never married
[12486] Never married Never married Married       Married       Widowed      
[12491] Married       Divorced      Divorced      Never married Married      
[12496] Never married Married       Married       Married       Married      
[12501] Divorced      Never married Divorced      Married       Divorced     
[12506] Divorced      Divorced      Never married Married       Married      
[12511] Divorced      Married       Married       Widowed       Never married
[12516] Divorced      Married       Never married Married       Married      
[12521] Divorced      Separated     Never married Divorced      Divorced     
[12526] Married       Married       Married       Married       Divorced     
[12531] Divorced      Married       Married       Married       Married      
[12536] Divorced      Married       Divorced      Married       Never married
[12541] Married       Divorced      Married       Married       Divorced     
[12546] Married       Married       Widowed       Married       Married      
[12551] Never married Married       Married       Married       Married      
[12556] Married       Married       Married       Married       Never married
[12561] Divorced      Married       Married       Divorced      Married      
[12566] Divorced      Separated     Divorced      Married       Divorced     
[12571] Never married Married       Married       Married       Divorced     
[12576] Married       Never married Never married Married       Married      
[12581] Divorced      Widowed       Separated     Married       Married      
[12586] Divorced      Divorced      Divorced      Separated     Widowed      
[12591] Never married Divorced      Married       Married       Divorced     
[12596] Married       Widowed       Married       Divorced      Never married
[12601] Married       Married       Never married Married       Separated    
[12606] Separated     Widowed       Widowed       Married       Married      
[12611] Married       Married       Never married Widowed       Married      
[12616] Married       Married       Divorced      Married       Never married
[12621] Separated     Married       Never married Married       Never married
[12626] Divorced      Never married Married       Divorced      Never married
[12631] Never married Married       Married       Divorced      Divorced     
[12636] Separated     Separated     Never married Married       Married      
[12641] Never married Divorced      Divorced      Married       Separated    
[12646] Widowed       Never married Married       Never married Married      
[12651] Widowed       Divorced      Married       Married       Married      
[12656] Never married Married       Never married Married       Married      
[12661] Never married Married       Never married Married       Never married
[12666] Never married Never married Divorced      Divorced      Never married
[12671] Never married Married       Married       Married       Separated    
[12676] Married       Widowed       Never married Never married Married      
[12681] Married       Married       Married       Married       Never married
[12686] Married       Married       Divorced      Divorced      Never married
[12691] Never married Married       Married       Married       Married      
[12696] Married       Never married Married       Married       Married      
[12701] Married       Married       Divorced      Married       Never married
[12706] Divorced      Separated     Married       Married       Widowed      
[12711] Married       Divorced      Married       Widowed       Married      
[12716] Divorced      Divorced      Divorced      Married       Married      
[12721] Divorced      Married       Never married Widowed       Married      
[12726] Married       Married       Separated     Widowed       Married      
[12731] Divorced      Married       Divorced      Married       Married      
[12736] Married       Married       Married       Married       Married      
[12741] Married       Married       Divorced      Married       Married      
[12746] Divorced      Never married Married       Never married Divorced     
[12751] Divorced      Never married Married       Married       Married      
[12756] Divorced      Divorced      Married       Widowed       Married      
[12761] Never married Married       Never married Divorced      Divorced     
[12766] Never married Married       Married       Widowed       Divorced     
[12771] Never married Widowed       Married       Married       No answer    
[12776] Married       Married       Married       Divorced      Widowed      
[12781] Married       Never married Never married Married       Widowed      
[12786] Never married Widowed       Never married Widowed       Married      
[12791] Separated     Never married Married       Never married Never married
[12796] Married       Never married Widowed       Separated     Married      
[12801] Married       Married       Married       Married       Divorced     
[12806] Divorced      Widowed       Divorced      Married       Divorced     
[12811] Married       Married       Married       Divorced      Married      
[12816] Married       Divorced      Married       Widowed       Never married
[12821] Married       Separated     Widowed       Married       Divorced     
[12826] Married       Married       Divorced      Widowed       Married      
[12831] Never married Married       Married       Divorced      Married      
[12836] Divorced      Married       Never married Married       Divorced     
[12841] Never married Married       Never married Never married Never married
[12846] Divorced      Never married Never married Married       Never married
[12851] Married       Married       Married       Divorced      Separated    
[12856] Married       Widowed       Married       Widowed       Divorced     
[12861] Divorced      Widowed       Never married Married       Never married
[12866] Never married Married       Married       Married       Married      
[12871] Divorced      Married       Widowed       Separated     Separated    
[12876] Married       Divorced      Never married Never married Married      
[12881] Married       Widowed       Married       Separated     Never married
[12886] Widowed       Never married Separated     Divorced      Married      
[12891] Married       Married       Married       Married       Never married
[12896] Married       Divorced      Married       Never married Divorced     
[12901] Widowed       Married       Married       Divorced      Widowed      
[12906] Married       Married       Divorced      Separated     Married      
[12911] Never married Never married Widowed       Divorced      Married      
[12916] Never married No answer     Married       Never married Married      
[12921] Never married Married       Never married Married       Married      
[12926] Divorced      Married       Married       Widowed       Married      
[12931] Separated     Never married Separated     Never married Never married
[12936] Married       Separated     Married       No answer     Never married
[12941] Married       Married       Married       Married       Married      
[12946] Married       Divorced      Married       Never married Married      
[12951] Never married Married       Never married Divorced      Married      
[12956] Married       Married       Never married Married       Never married
[12961] Divorced      Never married Divorced      Never married Married      
[12966] Married       Never married Never married Separated     Divorced     
[12971] Never married Married       Married       Married       Divorced     
[12976] Separated     Divorced      Widowed       Married       Married      
[12981] Never married Never married Divorced      Divorced      Never married
[12986] No answer     Divorced      Never married Married       Married      
[12991] Divorced      Never married Married       Married       Never married
[12996] Married       Married       Married       Never married Divorced     
[13001] Married       Never married Married       Married       Divorced     
[13006] No answer     Married       Never married Married       Widowed      
[13011] Never married Married       Married       Widowed       Never married
[13016] Married       Married       Married       Married       Divorced     
[13021] Never married Widowed       Married       Married       Never married
[13026] Married       Never married Married       Separated     Never married
[13031] Never married Divorced      Married       Never married Married      
[13036] Married       Married       Married       Never married Married      
[13041] Divorced      Never married Never married Never married Never married
[13046] Never married Married       Widowed       Married       Married      
[13051] Married       Divorced      Separated     Never married Never married
[13056] Divorced      Married       Never married Divorced      Never married
[13061] Never married Never married Never married Never married Married      
[13066] Married       Never married Married       Never married Widowed      
[13071] Never married Married       Separated     Widowed       Divorced     
[13076] Divorced      Never married Never married Never married Widowed      
[13081] Never married Never married Never married Married       Married      
[13086] Married       Married       Widowed       Never married Married      
[13091] Married       Never married Never married Never married Married      
[13096] Married       Married       Never married Married       Married      
[13101] Widowed       Never married Widowed       Never married Never married
[13106] Married       Divorced      Married       Separated     Married      
[13111] Never married Married       Widowed       Married       Never married
[13116] Never married Widowed       Married       Never married Divorced     
[13121] Widowed       Divorced      Married       Married       Never married
[13126] Married       Never married Married       Never married Widowed      
[13131] Married       Married       Married       Married       Married      
[13136] Married       Divorced      Divorced      Married       Married      
[13141] Separated     Widowed       Divorced      Married       Married      
[13146] Married       Married       Married       Married       Divorced     
[13151] Married       Married       Widowed       Married       Married      
[13156] Never married Married       Married       Married       Married      
[13161] Never married Divorced      Married       Married       Married      
[13166] Married       Separated     Married       Widowed       Widowed      
[13171] Never married Married       Widowed       Married       Never married
[13176] Divorced      Never married Never married Never married Married      
[13181] Married       Married       Married       Married       Widowed      
[13186] Never married Married       Never married Never married Never married
[13191] Never married Never married Never married Married       Married      
[13196] Never married Married       Married       Married       Married      
[13201] Married       Divorced      Married       Never married Never married
[13206] Never married Married       Never married Divorced      Married      
[13211] Never married Never married Never married Married       Never married
[13216] Separated     Never married Never married Married       Divorced     
[13221] Married       Married       Never married Married       Widowed      
[13226] Married       Married       Married       Never married Never married
[13231] Married       Widowed       Married       Married       Never married
[13236] Never married Married       Widowed       Separated     Married      
[13241] Married       Married       Widowed       Widowed       Married      
[13246] Divorced      Married       Married       Divorced      Never married
[13251] Separated     Never married Married       Never married Married      
[13256] Married       Married       Never married Married       Married      
[13261] Never married Never married Married       Married       Married      
[13266] Married       Married       Married       Separated     Married      
[13271] Divorced      Never married Widowed       Divorced      Never married
[13276] Married       Married       Never married Married       Married      
[13281] Never married Divorced      Never married Never married Married      
[13286] Married       Divorced      Never married Married       Married      
[13291] Never married Never married Widowed       Divorced      Never married
[13296] Widowed       Widowed       Never married Married       Widowed      
[13301] Married       Never married Never married Married       Divorced     
[13306] Married       Divorced      Married       Divorced      Married      
[13311] Divorced      Married       Divorced      Never married Married      
[13316] Married       Married       Married       Married       Married      
[13321] Divorced      Married       Married       Never married Divorced     
[13326] Never married Never married Never married Married       Never married
[13331] Divorced      Never married Divorced      Never married Never married
[13336] Never married Married       Never married Never married Never married
[13341] Married       Never married Married       Never married Never married
[13346] Married       Divorced      Divorced      Married       Widowed      
[13351] Never married Separated     Married       Never married Married      
[13356] Divorced      Married       Married       Married       Never married
[13361] Married       Married       Married       Married       Divorced     
[13366] Married       Never married Married       Married       Divorced     
[13371] Never married Married       Married       Married       Never married
[13376] Married       Divorced      Married       Widowed       Divorced     
[13381] Never married Never married Married       Married       Never married
[13386] Divorced      Never married Never married Separated     Separated    
[13391] Married       Married       Married       Married       Married      
[13396] Married       Married       Married       Never married Never married
[13401] Never married Never married Married       Never married Widowed      
[13406] Married       Married       Married       Married       Married      
[13411] Never married Married       Divorced      Married       Never married
[13416] Married       Divorced      Divorced      Divorced      Married      
[13421] Married       Married       Married       Never married Divorced     
[13426] Married       Widowed       Married       Never married Never married
[13431] Never married Never married Married       Divorced      Married      
[13436] Married       Married       Married       Never married Never married
[13441] Married       Never married Divorced      Married       Married      
[13446] Never married Married       Never married Never married Never married
[13451] Widowed       Divorced      Divorced      Separated     Married      
[13456] Widowed       Married       Married       Married       Divorced     
[13461] Married       Never married Married       Never married Divorced     
[13466] Never married Never married Never married Widowed       Divorced     
[13471] Married       Never married Separated     Married       Married      
[13476] Married       Separated     Never married Married       Widowed      
[13481] Divorced      Never married Never married Married       Never married
[13486] Married       Divorced      Never married Never married Never married
[13491] Married       Married       Widowed       Married       Married      
[13496] Married       Never married Divorced      Married       Never married
[13501] Married       Married       Married       Married       Married      
[13506] Never married Widowed       Married       Never married Married      
[13511] Never married Married       Divorced      Married       Married      
[13516] Married       Widowed       Married       Separated     Widowed      
[13521] Married       Married       Divorced      Married       Married      
[13526] Separated     Married       Married       Never married Married      
[13531] Divorced      Married       Married       Married       Married      
[13536] Married       Married       Married       Married       Married      
[13541] Married       Divorced      Married       Married       Married      
[13546] Married       Widowed       Never married Married       Widowed      
[13551] Married       Widowed       Married       Never married Separated    
[13556] Widowed       Married       Never married Divorced      Divorced     
[13561] Divorced      Married       Divorced      Never married Married      
[13566] Separated     Married       Married       Married       Divorced     
[13571] Married       Divorced      Never married Never married Married      
[13576] Married       Married       Never married Never married Never married
[13581] Never married Married       Never married Never married Married      
[13586] Never married Never married Married       Never married Separated    
[13591] Never married Divorced      Married       Never married Married      
[13596] Married       Married       Never married Never married Never married
[13601] Never married Never married Never married Married       Married      
[13606] Married       Married       Married       Widowed       Never married
[13611] Never married Never married Never married Married       Divorced     
[13616] Never married Never married Married       Divorced      Married      
[13621] Married       Divorced      Never married Never married Married      
[13626] Never married Divorced      Divorced      Never married Divorced     
[13631] Married       Married       Married       Never married Married      
[13636] Married       Divorced      Separated     Never married Married      
[13641] Married       Married       Married       Married       Never married
[13646] Never married Divorced      Married       Married       Married      
[13651] Never married Divorced      Married       Married       Never married
[13656] Never married Never married Married       Never married Married      
[13661] Never married Divorced      Married       Never married Never married
[13666] Married       Separated     Married       Divorced      Widowed      
[13671] Never married Divorced      Married       Married       Married      
[13676] Separated     Married       Married       Married       Never married
[13681] Never married Married       Widowed       Divorced      Married      
[13686] Never married Married       Married       Never married Never married
[13691] Never married Widowed       Divorced      Never married Never married
[13696] Never married Never married Never married Married       Married      
[13701] Never married Divorced      Never married Never married Married      
[13706] Married       Married       Married       Married       Never married
[13711] Married       Married       Married       Married       Married      
[13716] Never married Separated     Never married Never married Never married
[13721] Divorced      Married       Never married Never married Married      
[13726] Divorced      Never married Never married Married       Never married
[13731] Never married Married       Divorced      Married       Married      
[13736] Separated     Widowed       Widowed       Married       Married      
[13741] Married       Married       Widowed       Never married Widowed      
[13746] Married       Married       Never married Married       Married      
[13751] Divorced      Never married Married       Married       Widowed      
[13756] Married       Divorced      Married       Married       Married      
[13761] Married       Divorced      Divorced      Separated     Married      
[13766] Married       Never married Divorced      Widowed       Married      
[13771] Never married Widowed       Never married Separated     Married      
[13776] Married       Never married Never married Married       Never married
[13781] Married       Married       Divorced      Married       Married      
[13786] Married       Married       Married       Divorced      Divorced     
[13791] Divorced      Married       Married       Divorced      Never married
[13796] Married       Married       Married       Married       Never married
[13801] Married       Married       Married       Divorced      Widowed      
[13806] Widowed       Married       Married       Never married Divorced     
[13811] Never married Never married Widowed       Married       Married      
[13816] Married       Divorced      Married       Married       Never married
[13821] Married       Married       Never married Never married Separated    
[13826] Married       Divorced      Never married Divorced      Divorced     
[13831] Never married Never married Married       Married       Never married
[13836] Divorced      Married       Widowed       Married       Widowed      
[13841] Divorced      Divorced      Widowed       Widowed       Never married
[13846] Married       Divorced      Divorced      Widowed       Divorced     
[13851] Never married Married       Married       Never married Divorced     
[13856] Married       Never married Married       Married       Married      
[13861] Divorced      Never married Never married Never married Never married
[13866] Never married Never married Married       Divorced      Never married
[13871] Married       Widowed       Divorced      Widowed       Never married
[13876] Married       Married       Married       Married       Married      
[13881] Married       Married       Married       Married       Married      
[13886] Divorced      Never married Married       Never married Separated    
[13891] Divorced      Never married Never married Married       Married      
[13896] Never married Never married Never married Divorced      Married      
[13901] Widowed       Divorced      Divorced      Divorced      Married      
[13906] Married       Never married Married       Married       Divorced     
[13911] Married       Married       Married       Widowed       Married      
[13916] Married       Married       Divorced      Never married Never married
[13921] Married       Married       Married       Never married Never married
[13926] Married       Married       Married       Married       Married      
[13931] Married       Never married Never married Divorced      Married      
[13936] Divorced      Married       Never married Widowed       Married      
[13941] Widowed       Married       Never married Widowed       Married      
[13946] Married       Married       Divorced      Never married Married      
[13951] Divorced      Widowed       Widowed       Widowed       Married      
[13956] Married       Never married Married       Married       Married      
[13961] Never married Married       Widowed       Divorced      Married      
[13966] Never married Never married Divorced      Never married Divorced     
[13971] Never married Married       Married       Never married Never married
[13976] Divorced      Never married Married       Married       Divorced     
[13981] Divorced      Never married Divorced      Married       Never married
[13986] Married       Never married Divorced      Married       Married      
[13991] Widowed       Never married Married       Married       Married      
[13996] Widowed       Married       Married       Married       Married      
[14001] Married       Married       Married       Never married Married      
[14006] Married       Married       Divorced      Married       Never married
[14011] Married       Married       Married       Never married Separated    
[14016] Divorced      Divorced      Married       Married       Married      
[14021] Married       Married       Separated     Never married Never married
[14026] Never married Never married Divorced      Never married Divorced     
[14031] Divorced      Married       Never married Never married Never married
[14036] Married       Divorced      Never married Never married Never married
[14041] Married       Married       Married       Married       Divorced     
[14046] Divorced      Married       Married       Separated     Never married
[14051] Married       Married       Never married Divorced      Never married
[14056] Married       Married       Never married Married       Never married
[14061] Married       Married       Widowed       Widowed       Never married
[14066] Married       Married       Never married Never married Widowed      
[14071] Divorced      Never married Married       Never married Married      
[14076] Widowed       Never married Never married Married       Divorced     
[14081] Married       Married       Widowed       Married       Divorced     
[14086] Married       Married       Never married Never married Married      
[14091] Never married Never married Married       Divorced      Married      
[14096] Married       Married       Married       Married       Divorced     
[14101] Widowed       Married       Never married Married       Married      
[14106] Married       Married       Married       Married       Married      
[14111] Never married Married       Married       Separated     Married      
[14116] Divorced      Married       Married       Married       Married      
[14121] Married       Widowed       Married       Separated     Married      
[14126] Married       Divorced      Widowed       Widowed       Married      
[14131] Never married Never married Married       Married       Married      
[14136] Married       Married       Married       Married       Divorced     
[14141] Married       Married       Married       Married       Separated    
[14146] Never married Never married Separated     Married       Married      
[14151] Never married Never married Married       Never married Married      
[14156] Never married Married       Never married Married       Never married
[14161] Married       Married       Married       Married       Divorced     
[14166] Never married Never married Separated     Widowed       Married      
[14171] Never married Married       Married       Widowed       Married      
[14176] Never married Never married Married       Married       Married      
[14181] Married       Divorced      Never married Married       Married      
[14186] Married       Married       Never married Widowed       Never married
[14191] Never married Married       Divorced      Never married Divorced     
[14196] Married       Never married Never married Married       Divorced     
[14201] Married       Divorced      Married       Married       Married      
[14206] Widowed       Married       Never married Never married Never married
[14211] Married       Married       Never married Separated     Married      
[14216] Never married Widowed       Widowed       Divorced      Never married
[14221] Widowed       Widowed       Divorced      Divorced      Divorced     
[14226] Married       Married       Married       Never married Never married
[14231] Married       Married       Never married Never married Never married
[14236] Never married Married       Married       Separated     Widowed      
[14241] Married       Never married Never married Married       Never married
[14246] Separated     Divorced      Married       Married       Never married
[14251] Married       Married       Never married Never married Never married
[14256] Divorced      Never married Never married Never married Never married
[14261] Never married Married       Divorced      Widowed       Married      
[14266] Married       Never married Married       Never married Never married
[14271] Never married Never married Widowed       Married       Divorced     
[14276] Separated     Married       Married       Married       Divorced     
[14281] Married       Widowed       Never married Never married Married      
[14286] Never married Divorced      Married       Married       Married      
[14291] Married       Divorced      Never married Widowed       Married      
[14296] Widowed       Never married Never married Never married Never married
[14301] Married       Married       Married       Married       Married      
[14306] Married       Married       Divorced      Divorced      Never married
[14311] Married       Never married Married       Never married Married      
[14316] Married       Never married Never married Never married Married      
[14321] Married       Separated     Never married Widowed       Married      
[14326] Married       Never married Divorced      Never married Separated    
[14331] Married       Divorced      Never married Married       Married      
[14336] Divorced      Widowed       Never married Never married Divorced     
[14341] Divorced      Never married Separated     Married       Never married
[14346] Never married Married       Never married Never married Married      
[14351] Never married Married       Married       Never married Married      
[14356] Married       Separated     Never married Never married Married      
[14361] Married       Never married Married       Married       Widowed      
[14366] Never married Married       Never married Married       Never married
[14371] Divorced      Married       Divorced      Widowed       Married      
[14376] Married       Separated     Widowed       Never married Never married
[14381] Married       Married       Divorced      Never married Married      
[14386] Divorced      Married       Married       Never married Divorced     
[14391] Married       Married       Married       Never married Divorced     
[14396] Divorced      Married       Divorced      Never married Never married
[14401] Widowed       Married       Divorced      Married       Married      
[14406] Separated     Married       Married       Married       Married      
[14411] Widowed       Married       Married       Married       Married      
[14416] Widowed       Married       Never married Never married Married      
[14421] Married       Married       Never married Married       Married      
[14426] Never married Never married Married       Never married Never married
[14431] Never married Divorced      Married       Married       Married      
[14436] Married       Married       Divorced      Married       Married      
[14441] Married       Widowed       Married       Married       Married      
[14446] Married       Married       Never married Widowed       Never married
[14451] Never married Never married Divorced      Widowed       Married      
[14456] Married       Married       Married       Married       Married      
[14461] Married       Married       Married       Divorced      Never married
[14466] Widowed       Married       Married       Widowed       Widowed      
[14471] Married       Married       Married       Married       Married      
[14476] Married       Widowed       Married       Never married Married      
[14481] Married       Married       Married       Married       Married      
[14486] Married       Married       Divorced      Divorced      Married      
[14491] Married       Divorced      Divorced      Never married Widowed      
[14496] Divorced      Never married Never married Divorced      Widowed      
[14501] Married       Married       Married       Separated     Married      
[14506] Married       Married       Married       Separated     Never married
[14511] Married       Divorced      Divorced      Divorced      Divorced     
[14516] Married       Married       Married       Married       Married      
[14521] Married       Widowed       Married       Married       Married      
[14526] Married       Married       Married       Married       Never married
[14531] Divorced      Never married Divorced      Married       Married      
[14536] Married       Married       Married       Widowed       Never married
[14541] Married       Married       Married       Never married Never married
[14546] Married       Married       Widowed       Married       Married      
[14551] Never married Married       Never married Widowed       Married      
[14556] Married       Married       Married       Married       Widowed      
[14561] Married       Divorced      Widowed       Never married Divorced     
[14566] Married       Married       Married       Married       Divorced     
[14571] Married       Never married Never married Divorced      Married      
[14576] Divorced      Divorced      Married       Married       Divorced     
[14581] Married       Married       Married       Married       Married      
[14586] Never married Never married Divorced      Never married Never married
[14591] Never married Divorced      Separated     Married       Married      
[14596] Married       Never married Married       Married       Widowed      
[14601] Widowed       Never married Married       Married       Divorced     
[14606] Separated     Divorced      Married       Married       Married      
[14611] Never married Married       Never married Widowed       Married      
[14616] Widowed       Divorced      Married       Married       Separated    
[14621] Married       Married       Married       Never married Married      
[14626] Married       Divorced      Married       Widowed       Married      
[14631] Divorced      Married       Divorced      Married       Married      
[14636] Divorced      Widowed       Married       Married       Married      
[14641] Married       Married       Married       Married       Divorced     
[14646] Married       Married       Married       Divorced      Married      
[14651] Widowed       Married       Married       Widowed       Divorced     
[14656] Married       Divorced      Divorced      Divorced      Married      
[14661] Married       Never married Married       Married       Separated    
[14666] Married       Divorced      Separated     Married       Married      
[14671] Married       Divorced      Married       Married       Divorced     
[14676] Married       Divorced      Married       Married       Divorced     
[14681] Married       Widowed       Never married Married       Married      
[14686] Married       Separated     Married       Married       Never married
[14691] Never married Never married Widowed       Never married Divorced     
[14696] Married       Married       Never married Never married Married      
[14701] Married       Never married Never married Married       Married      
[14706] Married       Married       Widowed       Married       Married      
[14711] Divorced      Divorced      Never married Widowed       Divorced     
[14716] Widowed       Never married Married       Widowed       Never married
[14721] Married       Separated     Separated     Never married Never married
[14726] Divorced      Widowed       Never married Divorced      Widowed      
[14731] Separated     Married       Married       Married       Married      
[14736] Separated     Married       Married       Widowed       Married      
[14741] Widowed       Divorced      Married       Married       Widowed      
[14746] Divorced      Never married Married       Divorced      Never married
[14751] Divorced      Married       Divorced      Never married Never married
[14756] Never married Married       Divorced      Married       Married      
[14761] Married       Married       Married       Married       Married      
[14766] Divorced      Married       Married       Never married Married      
[14771] Married       Married       Married       Married       Married      
[14776] Widowed       Married       Married       Married       Married      
[14781] Married       Married       Married       Married       No answer    
[14786] Married       Divorced      Married       Divorced      Never married
[14791] Divorced      Married       Married       Widowed       Married      
[14796] Married       Married       Married       Married       Married      
[14801] Married       Married       Divorced      Widowed       Married      
[14806] Married       Never married Separated     Married       Married      
[14811] Divorced      Married       Married       Married       Married      
[14816] Never married Never married Married       Married       Married      
[14821] Married       Married       Widowed       Married       Divorced     
[14826] Separated     Divorced      Married       Divorced      Married      
[14831] Married       Married       Never married Never married Married      
[14836] Married       Never married Married       Separated     Married      
[14841] Divorced      Never married Married       Divorced      Never married
[14846] Divorced      Married       Married       Married       Divorced     
[14851] Divorced      Married       Married       Widowed       Married      
[14856] Married       Never married Never married Married       Divorced     
[14861] Never married Married       Divorced      Divorced      Widowed      
[14866] Married       Widowed       Married       Married       Married      
[14871] Married       Married       Married       Never married Divorced     
[14876] Married       Never married Never married Never married Married      
[14881] Divorced      Divorced      Divorced      Never married Widowed      
[14886] Divorced      Married       Never married Divorced      Married      
[14891] Widowed       Married       Never married Married       Divorced     
[14896] Married       Married       Never married Widowed       Married      
[14901] Widowed       Married       Widowed       Married       Married      
[14906] Widowed       Married       Married       Married       Never married
[14911] Married       Married       Widowed       Never married Married      
[14916] Widowed       Married       Never married Married       Never married
[14921] Widowed       Separated     Never married Widowed       Divorced     
[14926] Married       Married       Never married Never married Divorced     
[14931] Widowed       Married       Never married Divorced      Widowed      
[14936] Married       Never married Never married Never married Married      
[14941] Separated     Married       Never married Widowed       Widowed      
[14946] Married       Never married Divorced      Married       Never married
[14951] Never married Married       Never married Never married Never married
[14956] Never married Divorced      Married       Married       Widowed      
[14961] Married       Widowed       Married       Divorced      Married      
[14966] Widowed       Married       Never married Never married Never married
[14971] Never married Married       Never married Never married Divorced     
[14976] Divorced      Married       Divorced      Married       Married      
[14981] Never married Married       Divorced      Divorced      Married      
[14986] Never married Never married Never married Never married Widowed      
[14991] Never married Married       Married       Married       Never married
[14996] Married       Divorced      Married       Married       Never married
[15001] Divorced      Divorced      Divorced      Married       Married      
[15006] Married       Divorced      Never married Married       Married      
[15011] Never married Never married Never married Never married Never married
[15016] Married       Married       Married       Married       Never married
[15021] Never married Married       Never married Married       Married      
[15026] Married       Married       Widowed       Married       Married      
[15031] Never married Married       Widowed       Separated     Married      
[15036] Married       Married       Never married Married       Married      
[15041] Divorced      Never married Never married Married       Divorced     
[15046] Never married Married       Never married Never married Married      
[15051] Divorced      Married       Divorced      Married       Married      
[15056] Married       Married       Married       Married       Separated    
[15061] Married       Married       Separated     Married       Married      
[15066] Married       Married       Married       Married       Married      
[15071] Married       Married       Never married Married       Never married
[15076] Never married Never married Married       Married       Married      
[15081] Never married Married       Divorced      Married       Never married
[15086] Married       Never married Never married Divorced      Separated    
[15091] Never married Never married Never married Married       Never married
[15096] Never married Never married Married       Never married Married      
[15101] Married       Married       Never married Never married Married      
[15106] Married       Never married Never married Never married Married      
[15111] Never married Divorced      Never married Married       Never married
[15116] Separated     Married       Widowed       Never married Never married
[15121] Never married Married       Married       Divorced      Married      
[15126] Never married Never married Never married Divorced      Widowed      
[15131] Never married Never married Married       Never married Never married
[15136] Married       Married       Never married Married       Separated    
[15141] Married       Divorced      Widowed       Never married Never married
[15146] Divorced      Never married Married       Never married Married      
[15151] Divorced      Never married Widowed       Never married Married      
[15156] Divorced      Married       Divorced      Widowed       Married      
[15161] Married       Divorced      Married       Married       Married      
[15166] Married       Married       Married       Married       Married      
[15171] Married       Divorced      Divorced      Married       Married      
[15176] Widowed       Widowed       Married       Married       Married      
[15181] Widowed       Married       Married       Married       Divorced     
[15186] Never married Never married Never married Married       Married      
[15191] Widowed       Divorced      Never married Married       Widowed      
[15196] Divorced      Never married Never married Widowed       Married      
[15201] Married       Married       Married       Married       Never married
[15206] Divorced      Married       Separated     Married       Married      
[15211] Divorced      Married       Married       Never married Never married
[15216] Never married Never married Never married Married       Divorced     
[15221] Married       Never married Divorced      Married       Married      
[15226] Divorced      Never married Never married Married       Married      
[15231] Never married Never married Divorced      Married       Married      
[15236] Married       Married       Married       Never married Married      
[15241] Married       Never married Never married Separated     Widowed      
[15246] Married       Divorced      Married       Widowed       Divorced     
[15251] Never married Divorced      Never married Never married Never married
[15256] Divorced      Widowed       Married       Never married Never married
[15261] Never married Widowed       Married       Never married Never married
[15266] Never married Widowed       Married       Never married Never married
[15271] Never married Widowed       Never married Married       Married      
[15276] Never married Married       Divorced      Divorced      Divorced     
[15281] Never married Married       Never married Never married Never married
[15286] Never married Never married Divorced      Never married Divorced     
[15291] Married       Divorced      Divorced      Divorced      Never married
[15296] Married       Married       Married       Divorced      Divorced     
[15301] Never married Married       Divorced      Separated     Married      
[15306] Divorced      Married       Married       Married       Never married
[15311] Married       Divorced      Married       Married       Divorced     
[15316] Never married Married       Married       Never married Divorced     
[15321] Never married Never married Married       Divorced      Married      
[15326] Never married Married       Never married Widowed       Divorced     
[15331] Never married Never married Divorced      Divorced      Widowed      
[15336] Never married Never married Divorced      Never married Married      
[15341] Married       Divorced      Never married Separated     Never married
[15346] Separated     Married       Married       Divorced      Never married
[15351] Never married Married       Never married Married       Never married
[15356] Never married Married       Divorced      Married       Never married
[15361] Married       Never married Never married Separated     Never married
[15366] Never married Never married Separated     Married       Never married
[15371] Married       Married       Married       Never married Married      
[15376] Married       Widowed       Never married Married       Divorced     
[15381] Married       Widowed       Widowed       Married       Married      
[15386] Divorced      Married       Married       Never married Married      
[15391] Married       Married       Married       Divorced      Married      
[15396] Never married Married       Married       Married       Never married
[15401] Married       Married       Married       Married       Married      
[15406] Married       Divorced      Married       Never married Never married
[15411] Married       Married       Never married Married       Never married
[15416] Never married Married       Never married Never married Separated    
[15421] Never married Married       Widowed       Never married Married      
[15426] Married       Married       Married       Married       Married      
[15431] Married       Married       Divorced      Married       Divorced     
[15436] Never married Married       Married       Divorced      Divorced     
[15441] Married       Married       Never married Divorced      Married      
[15446] Never married Married       Widowed       Married       Married      
[15451] Married       Divorced      Married       Widowed       Never married
[15456] Married       Married       Never married Never married Married      
[15461] Never married Never married Divorced      Married       Married      
[15466] Married       Never married Divorced      Married       Married      
[15471] Never married Married       Divorced      Married       Married      
[15476] Married       Married       Married       Separated     Divorced     
[15481] Never married Married       Never married Married       Married      
[15486] Married       Never married Separated     Married       Never married
[15491] Married       Married       Never married Never married Married      
[15496] Divorced      Widowed       Divorced      Never married Married      
[15501] Never married Divorced      Married       Widowed       Married      
[15506] Married       Married       Married       Married       Separated    
[15511] Married       Divorced      Divorced      Married       Married      
[15516] Separated     Divorced      Married       Never married Never married
[15521] Married       Widowed       Never married Married       Married      
[15526] Never married Married       Married       Divorced      Married      
[15531] Divorced      Married       Married       Divorced      Married      
[15536] Married       Never married Never married Separated     Widowed      
[15541] Never married Married       Divorced      Separated     Widowed      
[15546] Married       Married       Married       Never married Divorced     
[15551] Never married Married       Widowed       Widowed       Never married
[15556] Divorced      Never married Never married Married       Married      
[15561] Married       Married       Married       Never married Widowed      
[15566] Married       Married       Married       Married       Married      
[15571] Married       Widowed       Married       Married       Married      
[15576] Married       Married       Divorced      Never married Married      
[15581] Divorced      Never married Never married Divorced      Never married
[15586] Married       Married       Married       Never married Married      
[15591] Married       Married       Married       Divorced      Married      
[15596] Divorced      Never married Married       Widowed       Divorced     
[15601] Widowed       Widowed       Widowed       Married       Married      
[15606] Never married Divorced      Divorced      Married       Never married
[15611] Never married Divorced      Separated     Never married Married      
[15616] Married       Divorced      Married       Married       Married      
[15621] Married       Never married Married       Never married Married      
[15626] Married       Married       Married       Never married Married      
[15631] Never married Never married Never married Never married Divorced     
[15636] Widowed       Widowed       Never married Never married Never married
[15641] Never married Married       Separated     Never married Never married
[15646] Married       Married       Never married Divorced      Married      
[15651] Married       Married       Married       Never married Married      
[15656] Divorced      Divorced      Never married Married       Widowed      
[15661] Married       Married       Never married Divorced      Separated    
[15666] Never married Widowed       Never married Married       Never married
[15671] Divorced      Never married Divorced      Married       Widowed      
[15676] Never married Divorced      Married       Never married Married      
[15681] Never married Married       Married       Divorced      Married      
[15686] Never married Divorced      Never married Never married Never married
[15691] Never married Widowed       Married       Married       Never married
[15696] Never married Married       Never married Married       Married      
[15701] Never married Divorced      Divorced      Divorced      Married      
[15706] Married       Married       Divorced      Divorced      Widowed      
[15711] Never married Married       Widowed       Widowed       Married      
[15716] Married       Married       Divorced      Divorced      Never married
[15721] Divorced      Divorced      Divorced      Married       Married      
[15726] Married       Never married Married       Never married Married      
[15731] Never married Divorced      Never married Married       Married      
[15736] Widowed       Married       Married       Never married Divorced     
[15741] Married       Divorced      Never married Never married Divorced     
[15746] Separated     Never married Never married Married       Never married
[15751] Never married Never married Never married Never married Divorced     
[15756] Married       Married       Separated     Married       Married      
[15761] Married       Married       Married       Married       Married      
[15766] Married       Married       Widowed       Married       Widowed      
[15771] Married       Married       Widowed       Widowed       Married      
[15776] Divorced      Married       Married       Married       Married      
[15781] Widowed       Never married Never married Married       Never married
[15786] Widowed       Widowed       Married       Widowed       Divorced     
[15791] Married       Divorced      Widowed       Married       Divorced     
[15796] Married       Widowed       Divorced      Married       Never married
[15801] Married       Divorced      Widowed       Divorced      Married      
[15806] Divorced      Never married Married       Widowed       Divorced     
[15811] Never married Never married Widowed       Married       Widowed      
[15816] Married       Never married Married       Never married Separated    
[15821] Divorced      Married       Never married Divorced      Divorced     
[15826] Divorced      Never married Divorced      Never married Never married
[15831] Married       Widowed       Married       Never married Married      
[15836] Divorced      Separated     Widowed       Never married Married      
[15841] Divorced      Never married Married       Divorced      Never married
[15846] Never married Married       Married       Married       Divorced     
[15851] Married       Married       Married       Married       Married      
[15856] Married       Never married Married       Married       Divorced     
[15861] Married       Never married Never married Divorced      Divorced     
[15866] Married       Divorced      Married       Never married Never married
[15871] Married       Married       Widowed       Married       Never married
[15876] Never married Never married Divorced      Divorced      Never married
[15881] Divorced      Divorced      Never married Never married Married      
[15886] Never married Married       Married       Married       Married      
[15891] Married       Married       Never married Never married Widowed      
[15896] Widowed       Married       Married       Married       Divorced     
[15901] Widowed       Divorced      Married       Married       Never married
[15906] Never married Married       Widowed       Married       Married      
[15911] Married       Married       Never married Divorced      Married      
[15916] Never married Married       Married       Never married Never married
[15921] Widowed       Married       Divorced      Never married Never married
[15926] Married       Married       Married       Married       Divorced     
[15931] Never married Divorced      Married       Married       Never married
[15936] Married       Married       Married       Married       Married      
[15941] Married       Married       Married       Married       Married      
[15946] Never married Married       Married       Never married Married      
[15951] Divorced      Married       Never married Never married Never married
[15956] Never married Never married Divorced      Never married Married      
[15961] Married       Married       Widowed       Married       Widowed      
[15966] Widowed       Never married Divorced      Never married Married      
[15971] Widowed       Widowed       Never married Married       Married      
[15976] Married       Married       Divorced      Divorced      Divorced     
[15981] Never married Married       Divorced      Never married Married      
[15986] Never married Married       Married       Married       Married      
[15991] Married       Divorced      Married       Never married Married      
[15996] Married       Never married Never married Divorced      Never married
[16001] Widowed       Married       Married       Married       Married      
[16006] Widowed       Married       Married       Separated     Married      
[16011] Married       Divorced      Never married Widowed       Married      
[16016] Widowed       Married       Divorced      Married       Divorced     
[16021] Never married Widowed       Never married Married       Never married
[16026] Divorced      Never married Married       Divorced      Widowed      
[16031] Divorced      Never married Married       Widowed       Married      
[16036] Married       Divorced      Never married Never married Married      
[16041] Married       Divorced      Never married Never married Divorced     
[16046] Never married Married       Married       Divorced      Married      
[16051] Married       Widowed       Never married Never married Married      
[16056] Divorced      Divorced      Divorced      Divorced      Never married
[16061] Divorced      Divorced      Never married Never married Never married
[16066] Never married Never married Never married Never married Separated    
[16071] Widowed       Married       Married       Divorced      Widowed      
[16076] Married       Divorced      Never married Never married Married      
[16081] Married       Divorced      Married       Never married Widowed      
[16086] Married       Widowed       Widowed       Married       Never married
[16091] Divorced      Married       Married       Divorced      Married      
[16096] Never married Married       Married       Married       Married      
[16101] Divorced      Married       Never married Married       Married      
[16106] Never married Divorced      Married       Widowed       Never married
[16111] Married       Widowed       Never married Widowed       Married      
[16116] Never married Divorced      Married       Never married Never married
[16121] Never married Never married Divorced      Never married Separated    
[16126] Never married Never married Never married Never married Never married
[16131] Married       Widowed       Never married Never married Married      
[16136] Married       Married       Married       Married       Married      
[16141] Married       Widowed       Married       Divorced      Married      
[16146] Never married Married       Divorced      Divorced      Divorced     
[16151] Never married Never married Never married Divorced      Never married
[16156] Never married Widowed       Married       Married       Never married
[16161] Married       Married       Widowed       Widowed       Married      
[16166] Married       Married       Married       Married       Married      
[16171] Divorced      Never married Never married Separated     Widowed      
[16176] Never married Married       Divorced      Married       Widowed      
[16181] Married       Never married Divorced      Married       Married      
[16186] Married       Married       Never married Never married Married      
[16191] Never married Never married Married       Never married Married      
[16196] Widowed       Never married Never married Never married Never married
[16201] Widowed       Married       Married       Divorced      Divorced     
[16206] Married       Married       Never married Never married Married      
[16211] Separated     Never married Widowed       Never married Divorced     
[16216] Divorced      Widowed       Married       Never married Never married
[16221] Never married Married       Divorced      Never married Married      
[16226] Never married Married       Married       Married       Married      
[16231] Married       Married       Married       Never married Never married
[16236] Never married Never married Never married Widowed       Never married
[16241] Never married Married       Divorced      Married       Married      
[16246] Divorced      Married       Widowed       Married       Married      
[16251] Married       Married       Married       Married       Married      
[16256] Never married Married       Divorced      Widowed       Divorced     
[16261] Widowed       Separated     Never married Never married Divorced     
[16266] Married       Married       Married       Married       Married      
[16271] Married       Married       Divorced      Separated     Never married
[16276] Divorced      Divorced      Never married Separated     Divorced     
[16281] Never married Separated     Divorced      Married       Married      
[16286] Married       Never married Married       Married       Married      
[16291] Widowed       Never married Married       Never married Never married
[16296] Never married Married       Separated     Widowed       Married      
[16301] Married       Divorced      Separated     Married       Married      
[16306] Separated     Divorced      Never married Widowed       Married      
[16311] Divorced      Widowed       Widowed       Never married Married      
[16316] Never married Widowed       Never married Divorced      Divorced     
[16321] Married       Widowed       Never married Never married Married      
[16326] Married       Married       Married       Widowed       Never married
[16331] Separated     Widowed       Separated     Never married Married      
[16336] Divorced      Married       Never married Widowed       Never married
[16341] Married       Married       Never married Never married Married      
[16346] Divorced      Married       Married       Widowed       Divorced     
[16351] Married       Divorced      Married       Divorced      Married      
[16356] Divorced      Never married Never married Married       Divorced     
[16361] Divorced      Married       Widowed       Married       Divorced     
[16366] Divorced      Separated     Married       Married       Widowed      
[16371] Never married Never married Never married Married       Separated    
[16376] Never married Married       Married       Married       Never married
[16381] Divorced      Separated     Married       Separated     Married      
[16386] Married       Married       Never married Married       Never married
[16391] Never married Never married Never married Never married Divorced     
[16396] Married       Never married Married       Married       Separated    
[16401] Married       Married       Never married Divorced      Married      
[16406] Married       Married       Married       Never married Married      
[16411] Never married Never married Widowed       Never married Married      
[16416] Married       Divorced      Widowed       Never married Divorced     
[16421] Divorced      Married       Never married Married       Married      
[16426] Married       Married       Widowed       Married       Divorced     
[16431] Never married Married       Married       Married       Divorced     
[16436] Married       Widowed       Never married Widowed       Divorced     
[16441] Married       Never married Married       Never married Never married
[16446] Divorced      Divorced      Never married Never married Never married
[16451] Never married Never married Married       Never married Never married
[16456] Divorced      Never married Married       Separated     Widowed      
[16461] Never married Never married Married       Divorced      Married      
[16466] Widowed       Divorced      Never married Married       Married      
[16471] Divorced      Widowed       No answer     Married       Married      
[16476] Never married Never married Married       Never married Never married
[16481] Married       Divorced      Married       Divorced      Divorced     
[16486] Widowed       Married       Married       Married       Divorced     
[16491] Never married Never married Divorced      Never married Never married
[16496] Never married Never married Never married Widowed       Widowed      
[16501] Married       Married       Married       Married       Never married
[16506] Married       Widowed       Never married Widowed       Never married
[16511] Married       Married       Married       Married       Never married
[16516] Married       Divorced      Divorced      Widowed       Separated    
[16521] Married       Married       Married       Married       Married      
[16526] Divorced      Widowed       Married       Divorced      Married      
[16531] Widowed       Never married Widowed       Never married Married      
[16536] Separated     Married       Married       Divorced      Married      
[16541] Divorced      Married       Married       Married       Married      
[16546] Widowed       Married       Married       Never married Separated    
[16551] Married       Married       Married       Married       Married      
[16556] Married       Never married Never married Married       Widowed      
[16561] Never married Married       Never married Never married Divorced     
[16566] Married       Married       Married       Married       Married      
[16571] Divorced      Married       Never married Married       Never married
[16576] Divorced      Divorced      Married       Married       Divorced     
[16581] Never married Divorced      Married       Divorced      Married      
[16586] Never married Widowed       Never married Divorced      Married      
[16591] Never married Married       Married       Married       Married      
[16596] Widowed       Widowed       Married       Married       Married      
[16601] Married       Married       Divorced      Married       Never married
[16606] Divorced      Divorced      Separated     Divorced      Married      
[16611] Married       Married       Married       Never married Widowed      
[16616] Married       Widowed       Married       Married       Never married
[16621] Married       Divorced      Widowed       Divorced      Divorced     
[16626] Married       Widowed       Widowed       Married       Widowed      
[16631] Married       Divorced      Married       Married       Married      
[16636] Married       Married       Married       Married       Widowed      
[16641] Widowed       Separated     Married       Married       Never married
[16646] Married       Married       Married       Never married Married      
[16651] Married       Never married Divorced      Married       Divorced     
[16656] Married       Married       Married       Married       Married      
[16661] Widowed       Married       Married       Married       Married      
[16666] Separated     Married       Married       Married       Never married
[16671] Married       Widowed       Married       Never married Married      
[16676] Married       Married       Divorced      Married       Married      
[16681] Never married Never married Married       Separated     Married      
[16686] Married       Never married Never married Divorced      Married      
[16691] Married       Divorced      Married       Never married Married      
[16696] Divorced      Married       Married       Married       Married      
[16701] Divorced      Married       Widowed       Married       Married      
[16706] Married       Divorced      Married       Married       Married      
[16711] Never married Married       Married       Married       Married      
[16716] Divorced      Married       Widowed       Widowed       Never married
[16721] Divorced      Married       Married       Married       Divorced     
[16726] Married       Divorced      Married       Divorced      Married      
[16731] Married       Married       Never married Married       Married      
[16736] Widowed       Married       Married       Never married Separated    
[16741] Married       Married       Married       Married       Married      
[16746] Divorced      Never married Never married Never married Divorced     
[16751] Divorced      Married       Never married Married       Widowed      
[16756] Never married Married       Married       Married       Divorced     
[16761] Married       Married       Divorced      Divorced      Widowed      
[16766] Married       Divorced      Widowed       Widowed       Divorced     
[16771] Married       Never married Never married Widowed       Never married
[16776] Never married Married       Never married Never married Divorced     
[16781] Married       Divorced      Never married Never married Never married
[16786] Married       Married       Separated     Separated     Widowed      
[16791] Married       Married       Married       Married       Divorced     
[16796] Divorced      Married       Married       Widowed       Divorced     
[16801] Never married Never married Married       Never married Never married
[16806] Never married Never married Married       Widowed       Married      
[16811] Never married Never married Married       Never married Married      
[16816] Married       Divorced      Never married Never married Never married
[16821] Never married Never married Separated     Never married Never married
[16826] Never married Never married Never married Divorced      Married      
[16831] Never married Married       Never married Never married Never married
[16836] Never married Widowed       Never married Divorced      Never married
[16841] Married       Married       Never married Divorced      Divorced     
[16846] Separated     Married       Separated     Divorced      Never married
[16851] Never married Never married Never married Married       Separated    
[16856] Divorced      Married       Divorced      Separated     Never married
[16861] Married       Divorced      Married       Married       Widowed      
[16866] Married       Married       Married       Divorced      Divorced     
[16871] Never married Divorced      Divorced      Divorced      Divorced     
[16876] Divorced      Married       Married       Married       Married      
[16881] Married       Divorced      Widowed       Never married Married      
[16886] Divorced      Married       Married       Married       Divorced     
[16891] Married       Married       Married       Never married Married      
[16896] Married       Married       Married       Married       Married      
[16901] Never married Divorced      Married       Divorced      Divorced     
[16906] Never married Widowed       Married       Married       Married      
[16911] Married       Married       Never married Never married Married      
[16916] Divorced      Divorced      Married       Married       Divorced     
[16921] Married       Married       Widowed       Divorced      Divorced     
[16926] Widowed       Divorced      Never married Divorced      Divorced     
[16931] Married       Married       Married       Married       Never married
[16936] Married       Married       Never married Married       Divorced     
[16941] Divorced      Divorced      Widowed       Never married Married      
[16946] Divorced      Married       Married       Married       Married      
[16951] Never married Never married Divorced      Divorced      Divorced     
[16956] Married       Separated     Married       Never married Divorced     
[16961] Married       Married       Married       Never married Married      
[16966] Divorced      Married       Widowed       Separated     Divorced     
[16971] Never married Never married Never married Married       Married      
[16976] Separated     Widowed       Married       Separated     Married      
[16981] Never married Divorced      Never married Never married Divorced     
[16986] Never married Never married Married       Divorced      Married      
[16991] Never married Separated     Never married Married       Married      
[16996] Married       Married       Never married Married       Widowed      
[17001] Separated     Never married Divorced      Married       Married      
[17006] Married       Divorced      Divorced      Never married Never married
[17011] Never married Married       Divorced      Divorced      Divorced     
[17016] Married       Married       Married       Married       Divorced     
[17021] Divorced      Divorced      Married       Married       Never married
[17026] Married       Married       Married       Divorced      Never married
[17031] Married       Widowed       Widowed       Married       Never married
[17036] Married       Never married Divorced      Never married Never married
[17041] Widowed       Never married Widowed       Married       Married      
[17046] Married       Married       Married       Married       Married      
[17051] Never married Never married Separated     Married       Divorced     
[17056] Never married Married       Married       Never married Widowed      
[17061] Married       Married       Never married Married       Separated    
[17066] Divorced      Married       Married       Never married Divorced     
[17071] Never married Divorced      Never married Divorced      Married      
[17076] Never married Never married Married       Divorced      Divorced     
[17081] Never married Married       Married       Married       Married      
[17086] Never married Divorced      Married       Married       Married      
[17091] Widowed       Married       Never married Never married Divorced     
[17096] Separated     Married       Married       Married       Never married
[17101] Married       Married       Married       Divorced      Married      
[17106] Never married Never married Never married Married       Married      
[17111] Divorced      Divorced      Never married Divorced      Widowed      
[17116] Separated     Never married Married       Never married Never married
[17121] Separated     Never married Never married Never married Married      
[17126] Never married Widowed       Never married Never married Divorced     
[17131] Never married Married       Separated     Never married Divorced     
[17136] Married       Never married Never married Never married Never married
[17141] Married       Widowed       Never married Never married Never married
[17146] Never married Never married Never married Divorced      Married      
[17151] Married       Married       Divorced      Married       Divorced     
[17156] Married       Never married Married       Divorced      Married      
[17161] Married       Married       Divorced      Married       Never married
[17166] Married       Married       Widowed       Divorced      Never married
[17171] Never married Married       Never married Divorced      Married      
[17176] Married       Married       Never married Never married Never married
[17181] Widowed       Married       Never married Never married Married      
[17186] Married       Married       Married       Married       Married      
[17191] Married       Married       Married       Never married Never married
[17196] Married       Married       Married       Widowed       Married      
[17201] Married       Married       Married       Divorced      Never married
[17206] Married       Married       Never married Never married Married      
[17211] Married       Married       Married       Married       Married      
[17216] Widowed       Never married Never married Married       Never married
[17221] Married       Never married Married       Never married Married      
[17226] Never married Widowed       Never married Married       Married      
[17231] Married       Widowed       Married       Widowed       Married      
[17236] Widowed       Married       Married       Divorced      Married      
[17241] Married       Divorced      Divorced      Divorced      Married      
[17246] Married       Married       Never married Never married Married      
[17251] Married       Married       Separated     Divorced      Married      
[17256] Never married Married       Widowed       Never married Married      
[17261] Married       Separated     Married       Divorced      Divorced     
[17266] Married       Never married Married       Divorced      Never married
[17271] Married       Never married Widowed       Married       Married      
[17276] Never married Never married Married       Divorced      Never married
[17281] Divorced      Married       Married       Married       Married      
[17286] Married       Married       Separated     Married       Married      
[17291] Married       Never married Never married Married       Married      
[17296] Married       Never married Never married Never married Never married
[17301] Never married Never married Never married Married       Divorced     
[17306] Married       Widowed       Widowed       Married       Divorced     
[17311] Married       Married       Married       Married       Never married
[17316] Never married Married       Married       Married       Divorced     
[17321] Never married Divorced      Divorced      Widowed       Never married
[17326] Married       Separated     Married       Married       Married      
[17331] Never married Widowed       Never married Never married Never married
[17336] Married       Widowed       Divorced      Married       Married      
[17341] Divorced      Divorced      Married       Married       Never married
[17346] Never married Widowed       Married       Married       Married      
[17351] Never married Never married Married       Married       Widowed      
[17356] Widowed       Married       Divorced      Never married Divorced     
[17361] Never married Divorced      Never married Never married Married      
[17366] Never married Divorced      Divorced      Married       Widowed      
[17371] Never married Married       Never married Widowed       Never married
[17376] Married       Married       Married       Married       Married      
[17381] Married       Never married Married       Married       Married      
[17386] Widowed       Never married Married       Married       Never married
[17391] Married       Married       Never married Never married Never married
[17396] Divorced      Never married Married       Married       Divorced     
[17401] Married       Widowed       Married       Divorced      Married      
[17406] Married       Married       Divorced      Married       Married      
[17411] Widowed       Divorced      Never married Married       Married      
[17416] Divorced      Married       Divorced      Never married Divorced     
[17421] Widowed       Married       Never married Never married Married      
[17426] Divorced      Married       Married       Married       Never married
[17431] Divorced      Married       Divorced      Married       Divorced     
[17436] Married       Married       Married       Never married Separated    
[17441] Married       Never married Divorced      Never married Widowed      
[17446] Never married Divorced      Never married Never married Never married
[17451] Divorced      Married       Married       Married       Married      
[17456] Married       Divorced      Widowed       Never married Married      
[17461] Married       Never married Married       Never married Widowed      
[17466] Married       Widowed       Married       Married       Separated    
[17471] Married       Married       Married       Never married Married      
[17476] Never married Married       Married       Married       Never married
[17481] Widowed       Never married Married       Married       Married      
[17486] Married       Married       Married       Married       Married      
[17491] Married       Divorced      Never married Divorced      Never married
[17496] Never married Never married Never married Married       Never married
[17501] Married       Never married Married       Married       Married      
[17506] Never married Separated     Married       Married       Married      
[17511] Married       Widowed       Never married Married       Never married
[17516] Never married Married       Widowed       Never married Married      
[17521] Never married Separated     Divorced      Divorced      Widowed      
[17526] Divorced      Never married Never married Widowed       Never married
[17531] Married       Widowed       Married       Married       Divorced     
[17536] Married       Married       Married       Separated     Married      
[17541] Married       Never married Divorced      Divorced      Married      
[17546] Divorced      Widowed       Divorced      Married       Divorced     
[17551] Divorced      Married       Never married Married       Married      
[17556] Married       Divorced      Married       Married       Married      
[17561] Married       Never married Never married Married       Divorced     
[17566] Married       Married       Never married Married       Married      
[17571] Married       Married       Married       Married       Never married
[17576] Married       Never married Married       Married       Widowed      
[17581] Divorced      Widowed       Widowed       Never married Divorced     
[17586] Married       Married       Widowed       Married       Never married
[17591] Never married Divorced      Married       Married       Divorced     
[17596] Married       Married       Never married Married       Never married
[17601] Never married Never married Divorced      Divorced      Divorced     
[17606] Married       Married       Married       Married       Married      
[17611] Married       Married       Never married Married       Married      
[17616] Married       Married       Never married Married       Married      
[17621] Never married Married       Married       Never married Never married
[17626] Married       Married       Never married Never married Divorced     
[17631] Never married Widowed       Divorced      Never married Divorced     
[17636] Never married Never married Never married Divorced      Divorced     
[17641] Never married Married       Married       Divorced      Married      
[17646] Never married Married       Never married Divorced      Divorced     
[17651] Married       Married       Married       Married       Married      
[17656] Married       Separated     Married       Married       Never married
[17661] Never married Married       Married       Married       Married      
[17666] Married       Married       Married       Never married Married      
[17671] Divorced      Widowed       Never married Never married Never married
[17676] Married       Married       Married       Married       Divorced     
[17681] Widowed       Married       Never married Married       Widowed      
[17686] Married       Divorced      Divorced      Married       Never married
[17691] Divorced      Never married Separated     Divorced      Divorced     
[17696] Never married Separated     Divorced      Never married Never married
[17701] Married       Widowed       Never married Never married Divorced     
[17706] Married       Widowed       Widowed       Widowed       Married      
[17711] Widowed       Married       Married       Never married Married      
[17716] Married       Widowed       Divorced      Never married Never married
[17721] Never married Widowed       Married       Divorced      Married      
[17726] Never married Married       Married       Never married Married      
[17731] Never married Married       Divorced      Divorced      Separated    
[17736] Married       Married       Divorced      Married       Never married
[17741] Never married Never married Never married Married       Divorced     
[17746] Never married Married       Married       Married       Never married
[17751] Married       Married       Divorced      Married       Married      
[17756] Married       Widowed       Divorced      Divorced      Married      
[17761] Married       Married       Divorced      Married       Married      
[17766] Never married Married       Married       Never married Widowed      
[17771] Never married Married       Married       Widowed       Married      
[17776] Married       Married       Married       Never married Separated    
[17781] Divorced      Never married Widowed       Divorced      Married      
[17786] Married       Married       Married       Never married Married      
[17791] Never married Married       Divorced      Divorced      Never married
[17796] Married       Divorced      Never married Divorced      Married      
[17801] Never married Married       Married       Divorced      Married      
[17806] Widowed       Never married Separated     Married       Divorced     
[17811] Married       Widowed       Married       Married       Married      
[17816] Widowed       Married       Never married Never married Never married
[17821] Divorced      Never married Divorced      Married       Married      
[17826] Never married Married       Never married Never married Divorced     
[17831] Married       Divorced      Married       Married       Never married
[17836] Divorced      Divorced      Married       Divorced      Never married
[17841] Married       Married       Never married Never married Married      
[17846] Separated     Never married Never married Never married Married      
[17851] Never married Widowed       Divorced      Married       Never married
[17856] Married       Never married Divorced      Married       Married      
[17861] Married       Separated     Never married Married       Married      
[17866] Married       Married       Married       Divorced      Widowed      
[17871] Widowed       Married       Married       Divorced      Divorced     
[17876] Never married Married       Never married Divorced      Never married
[17881] Divorced      Married       Never married Divorced      Never married
[17886] Never married Never married Never married Never married Married      
[17891] Divorced      Never married Widowed       Married       Widowed      
[17896] Never married Never married Never married Never married Divorced     
[17901] Married       Married       Married       Married       Divorced     
[17906] Married       Never married Divorced      Never married Married      
[17911] Divorced      Never married Married       Married       Never married
[17916] Widowed       Widowed       Married       Married       Divorced     
[17921] Married       Divorced      Married       Separated     Divorced     
[17926] Married       Married       Married       Married       Widowed      
[17931] Never married Never married Married       Never married Married      
[17936] Married       Widowed       Married       Married       Married      
[17941] Never married Married       Married       Married       Never married
[17946] Married       Married       Married       Married       Widowed      
[17951] Married       Married       Divorced      Married       Married      
[17956] Married       Married       Never married Never married Married      
[17961] Married       Married       Divorced      Never married Never married
[17966] Widowed       Married       Married       Married       Married      
[17971] Separated     Married       Never married Never married Never married
[17976] Never married Divorced      Never married Never married Never married
[17981] Widowed       Never married Married       Widowed       Married      
[17986] Never married Never married Divorced      Never married Divorced     
[17991] Widowed       Never married Widowed       Never married Separated    
[17996] Married       Married       Divorced      Never married Never married
[18001] Never married Married       Divorced      Married       Separated    
[18006] Divorced      Married       Separated     Divorced      Never married
[18011] Separated     Married       Married       Never married Separated    
[18016] Married       Never married Never married Married       Never married
[18021] Never married Married       Widowed       Widowed       Never married
[18026] Never married Divorced      Divorced      Married       Married      
[18031] Never married Divorced      Married       Never married Married      
[18036] Never married Never married Married       Divorced      Never married
[18041] Never married Never married Married       Never married Never married
[18046] Married       Never married Married       Married       Married      
[18051] Married       Never married Married       Married       Married      
[18056] Married       Never married Married       Married       Married      
[18061] Separated     Married       Married       Married       Married      
[18066] Separated     Married       Married       Divorced      Divorced     
[18071] Married       Never married Separated     Never married Never married
[18076] Widowed       Separated     Never married Divorced      Married      
[18081] Married       Married       Married       Married       Married      
[18086] Married       Never married Divorced      Widowed       Married      
[18091] Never married Married       Married       Married       Divorced     
[18096] Married       Married       Married       Divorced      Widowed      
[18101] Married       Widowed       Married       Married       Separated    
[18106] Married       Married       Married       Married       Widowed      
[18111] Married       Married       Married       Married       Married      
[18116] Never married Married       Separated     Never married Married      
[18121] Married       Never married Never married Married       Separated    
[18126] Divorced      Married       Divorced      Never married Never married
[18131] Never married Never married Married       Divorced      Widowed      
[18136] Never married Never married Never married Married       Married      
[18141] Never married Married       Married       Married       Divorced     
[18146] Married       Married       Married       Married       Married      
[18151] Widowed       Married       Divorced      Never married Never married
[18156] Married       Never married Never married Married       Married      
[18161] Married       Divorced      Divorced      Never married Divorced     
[18166] Never married Widowed       Divorced      Never married Married      
[18171] Widowed       Married       Divorced      Never married Married      
[18176] Divorced      Married       Divorced      Married       Married      
[18181] Married       Married       Never married Married       Widowed      
[18186] Never married Never married Married       Never married Never married
[18191] Never married Married       Married       Married       Married      
[18196] Married       Married       Married       Married       Never married
[18201] Married       Never married Never married Married       Married      
[18206] Divorced      Widowed       Married       Divorced      Married      
[18211] Married       Never married Widowed       Married       Never married
[18216] Married       Divorced      Married       Widowed       Married      
[18221] Never married Never married Never married Married       Married      
[18226] Divorced      Divorced      Married       Married       Divorced     
[18231] Married       Widowed       Divorced      Married       Divorced     
[18236] Never married Married       Married       Never married Married      
[18241] Never married Married       Never married Widowed       Married      
[18246] Married       Married       Never married Widowed       Married      
[18251] Married       Married       Never married Never married Never married
[18256] Divorced      Never married Never married Widowed       Divorced     
[18261] Never married Divorced      Never married Divorced      Never married
[18266] Widowed       Married       Married       Divorced      Married      
[18271] Married       Married       Divorced      Married       Married      
[18276] Divorced      Never married Married       Divorced      Never married
[18281] Married       Married       Divorced      Divorced      Never married
[18286] Widowed       Never married Married       Married       Divorced     
[18291] Married       Married       Widowed       Never married Widowed      
[18296] Married       Married       Divorced      Never married Married      
[18301] Married       Divorced      Married       Divorced      Never married
[18306] Widowed       Married       Married       Separated     Married      
[18311] Married       Married       Married       Married       Divorced     
[18316] Widowed       Separated     Married       Widowed       Widowed      
[18321] Married       Married       Married       Married       Married      
[18326] Married       Married       Married       Divorced      Married      
[18331] Married       Never married Never married Divorced      Divorced     
[18336] Divorced      Widowed       Married       Never married Married      
[18341] Divorced      Married       Married       Never married Never married
[18346] Widowed       Never married Married       Married       Widowed      
[18351] Separated     Never married Never married Married       Married      
[18356] Married       Never married Married       Never married Married      
[18361] Divorced      Married       Married       Never married Married      
[18366] Married       Widowed       Never married Never married Married      
[18371] Never married Divorced      Never married Divorced      Divorced     
[18376] Divorced      Divorced      Divorced      Divorced      Married      
[18381] Divorced      Never married Married       Married       Divorced     
[18386] Married       Married       Married       Married       Never married
[18391] Married       Married       Married       Never married Separated    
[18396] Never married Married       Divorced      Never married Widowed      
[18401] Widowed       Married       Divorced      Married       Married      
[18406] Married       Divorced      Married       Married       Never married
[18411] Never married Never married Married       Widowed       Never married
[18416] Never married Never married Married       Married       Married      
[18421] Married       Widowed       Divorced      Married       Married      
[18426] Never married Never married Married       Married       Married      
[18431] Married       Married       Married       Divorced      Married      
[18436] Married       Married       Never married Never married Married      
[18441] Married       Never married Married       Divorced      Married      
[18446] Divorced      Married       Married       Never married Married      
[18451] Married       Never married Divorced      Never married Married      
[18456] Never married Married       Divorced      Divorced      Married      
[18461] Divorced      Married       Married       Married       Never married
[18466] Never married Never married Divorced      Never married Never married
[18471] Married       Married       Married       Married       Separated    
[18476] Never married Separated     Never married Married       Married      
[18481] Never married Divorced      Married       Divorced      Divorced     
[18486] Married       Married       Never married Married       Separated    
[18491] Never married Never married Married       Married       Separated    
[18496] Never married Widowed       Widowed       Never married Married      
[18501] Married       Widowed       Separated     Married       Married      
[18506] Separated     Married       Married       Married       Separated    
[18511] Divorced      Never married Married       Married       Never married
[18516] Married       Never married Never married Never married Divorced     
[18521] Divorced      Never married Married       Married       Married      
[18526] Never married Never married Never married Married       Separated    
[18531] Married       Widowed       Married       Never married Divorced     
[18536] Married       Never married Married       Separated     Never married
[18541] Never married Widowed       Divorced      Married       Married      
[18546] Married       Separated     Never married Widowed       Married      
[18551] Married       Married       Divorced      Divorced      Never married
[18556] Married       Married       Never married Never married Divorced     
[18561] Never married Divorced      Married       Separated     Married      
[18566] Married       Married       Never married Separated     Never married
[18571] Married       Never married Divorced      Married       Married      
[18576] Divorced      Separated     Married       Married       Never married
[18581] Never married Separated     Divorced      Married       Married      
[18586] Divorced      Never married Married       Never married Never married
[18591] Widowed       Separated     Married       Married       Married      
[18596] Widowed       Divorced      Married       Divorced      Married      
[18601] Married       Widowed       Divorced      Married       Married      
[18606] Widowed       Divorced      Never married Divorced      Never married
[18611] Married       Never married Married       Married       Never married
[18616] Never married Never married Married       Married       Never married
[18621] Married       Never married Married       Married       Widowed      
[18626] Widowed       Married       Separated     Married       Never married
[18631] Married       Married       Divorced      Married       Divorced     
[18636] Divorced      Never married Divorced      Widowed       Divorced     
[18641] Never married Divorced      Married       Divorced      Never married
[18646] Never married Never married Married       Widowed       Never married
[18651] Widowed       Married       Divorced      Married       Married      
[18656] Never married Married       Never married Never married Never married
[18661] Married       Married       Divorced      Never married Married      
[18666] Never married Divorced      Married       Married       Divorced     
[18671] Widowed       Married       Married       Married       Married      
[18676] Married       Married       Never married Divorced      Widowed      
[18681] Never married Separated     Married       Married       Married      
[18686] Married       Widowed       Married       Married       Married      
[18691] Married       Married       Divorced      Married       Never married
[18696] Married       Married       Married       Married       Married      
[18701] Divorced      Married       Married       Never married Married      
[18706] Divorced      Married       Widowed       Widowed       Divorced     
[18711] Divorced      Widowed       Married       Widowed       Married      
[18716] Divorced      Divorced      Married       Widowed       Divorced     
[18721] Never married Divorced      Divorced      Married       Married      
[18726] Divorced      Never married Never married Never married Married      
[18731] Married       Married       Divorced      Never married Widowed      
[18736] Married       Married       Married       Married       Widowed      
[18741] Married       Married       Married       Married       Widowed      
[18746] Married       Never married Married       Never married Married      
[18751] Divorced      Married       Divorced      Married       Divorced     
[18756] Married       Never married Never married Married       Divorced     
[18761] Separated     Never married Widowed       Divorced      Divorced     
[18766] Married       Widowed       Married       Widowed       Married      
[18771] Married       Married       Never married Never married Divorced     
[18776] Married       Married       Never married Never married Married      
[18781] Widowed       Married       Never married Married       Never married
[18786] Married       Widowed       Widowed       Married       Married      
[18791] Married       Never married Married       Divorced      Divorced     
[18796] Widowed       Married       Married       Married       Never married
[18801] Never married Married       Divorced      Married       Married      
[18806] Married       Never married Never married Never married Divorced     
[18811] Divorced      Never married Married       Separated     Married      
[18816] Married       Never married Divorced      Never married Married      
[18821] Married       Married       Married       Divorced      Widowed      
[18826] Married       Never married Married       Married       Married      
[18831] Married       Married       Married       Married       Married      
[18836] Never married Married       Married       Never married Married      
[18841] Married       Divorced      Married       Married       Divorced     
[18846] Married       Married       Married       Widowed       Married      
[18851] Married       Married       Married       Married       Widowed      
[18856] Never married Divorced      Widowed       Divorced      Divorced     
[18861] Married       Married       Divorced      Divorced      Never married
[18866] Separated     Married       Never married Married       Married      
[18871] Never married Never married Divorced      Married       Never married
[18876] Married       Never married Married       Never married Separated    
[18881] Separated     Widowed       Separated     Married       Never married
[18886] Divorced      Never married Never married Widowed       Divorced     
[18891] Never married Divorced      Married       Married       Married      
[18896] Married       Never married Divorced      Married       Widowed      
[18901] Never married Married       Widowed       Widowed       Never married
[18906] Never married Married       Divorced      Married       Married      
[18911] Married       Divorced      Divorced      Never married Divorced     
[18916] Never married Divorced      Divorced      Married       Married      
[18921] Married       Never married Married       Divorced      Never married
[18926] Widowed       Married       Divorced      Married       Married      
[18931] Married       Never married Divorced      Widowed       Never married
[18936] Married       Widowed       Married       Divorced      Never married
[18941] Never married Never married Married       Never married Never married
[18946] Divorced      Married       Divorced      Married       Married      
[18951] Married       Married       Married       Never married Married      
[18956] Married       Never married Divorced      Married       Never married
[18961] Married       Divorced      Never married Married       Divorced     
[18966] Divorced      Never married Separated     Never married Never married
[18971] Never married Separated     Married       Married       Divorced     
[18976] Married       Divorced      Never married Married       Married      
[18981] Married       Never married Divorced      Widowed       Married      
[18986] Married       Married       Never married Never married Separated    
[18991] Never married Never married Married       Married       Married      
[18996] Married       Married       Married       Widowed       Married      
[19001] Never married Widowed       Never married Never married Married      
[19006] Never married Never married Married       Never married Married      
[19011] Married       Married       Divorced      Never married Never married
[19016] Divorced      Married       Married       Married       Married      
[19021] Married       Married       Divorced      Married       Never married
[19026] Married       Never married Separated     Married       Never married
[19031] Never married Never married Married       Never married Never married
[19036] Never married Married       Married       Never married Divorced     
[19041] Never married Separated     Never married No answer     Widowed      
[19046] Never married Never married Widowed       Married       Married      
[19051] Married       Widowed       Divorced      Married       Married      
[19056] Never married Never married Married       Never married Married      
[19061] Never married Married       Never married Married       Never married
[19066] Never married Never married Never married Widowed       Never married
[19071] Divorced      Widowed       Married       Never married Widowed      
[19076] Separated     Married       Divorced      Divorced      Never married
[19081] Never married Married       Never married Married       Married      
[19086] Never married Married       Never married Married       Widowed      
[19091] Married       Separated     Married       Never married Divorced     
[19096] Divorced      Never married Married       Never married Married      
[19101] Divorced      Married       Never married Married       Widowed      
[19106] Married       Never married Widowed       Never married Divorced     
[19111] Divorced      Divorced      Divorced      Married       Married      
[19116] Divorced      Never married Married       Divorced      Divorced     
[19121] Never married Divorced      Never married Separated     Divorced     
[19126] Never married Married       Married       Never married Never married
[19131] Divorced      Divorced      Never married Divorced      Never married
[19136] Never married Never married Never married Married       Never married
[19141] Married       Divorced      Never married Never married Married      
[19146] Divorced      Never married Married       Never married Married      
[19151] Married       Separated     Never married Married       Married      
[19156] Married       Married       Never married Married       Married      
[19161] Never married Married       Married       Married       Separated    
[19166] Married       Married       Married       Divorced      Never married
[19171] Married       Married       Widowed       Widowed       Divorced     
[19176] Never married Divorced      Married       Married       Divorced     
[19181] Never married Never married Never married Married       Never married
[19186] Never married Never married Married       Married       Married      
[19191] Married       Married       Widowed       Never married Married      
[19196] Married       Married       Divorced      Never married Divorced     
[19201] Married       Married       Divorced      Divorced      Married      
[19206] Never married Never married Married       Divorced      Widowed      
[19211] Divorced      Married       Separated     Widowed       Married      
[19216] Married       Married       Married       Divorced      Never married
[19221] Married       Never married Separated     Never married Divorced     
[19226] Divorced      Married       Married       Never married Divorced     
[19231] Divorced      Separated     Married       Married       Never married
[19236] Married       Married       Widowed       Married       Never married
[19241] Married       Married       Married       Widowed       Never married
[19246] Married       Never married Married       Married       Never married
[19251] Divorced      Divorced      Widowed       Divorced      Widowed      
[19256] Never married Married       Divorced      Never married Widowed      
[19261] Never married Married       Never married Never married Married      
[19266] Never married Divorced      Married       Married       Married      
[19271] Married       Married       Divorced      Never married Divorced     
[19276] Married       Divorced      Never married Married       Never married
[19281] Never married Separated     Married       Never married Married      
[19286] Never married Married       Married       Married       Married      
[19291] Divorced      Widowed       Married       Married       Married      
[19296] Married       Married       Married       Married       Married      
[19301] Never married Married       Married       Never married Married      
[19306] Widowed       Divorced      Married       Never married Never married
[19311] Married       Married       Never married Married       Married      
[19316] Divorced      Married       Married       Married       Married      
[19321] Married       Married       Never married Married       Married      
[19326] Never married Never married Married       Married       Never married
[19331] Married       Never married Never married Never married Married      
[19336] Never married Divorced      Never married Widowed       Never married
[19341] Divorced      Separated     Divorced      Divorced      Never married
[19346] Married       Divorced      Married       Divorced      Married      
[19351] Never married Married       Married       Married       Married      
[19356] Married       Never married Widowed       Married       Divorced     
[19361] Never married Married       Married       Widowed       Never married
[19366] Married       Never married Married       Married       Never married
[19371] Married       Married       Never married Separated     Never married
[19376] Never married Married       Widowed       Never married Married      
[19381] Married       Married       Never married Never married Never married
[19386] Never married Married       Never married Never married Widowed      
[19391] Married       Married       Married       Married       Married      
[19396] Never married Divorced      Married       Married       Married      
[19401] Divorced      Married       Married       Never married Married      
[19406] Married       Married       Never married Never married Divorced     
[19411] Widowed       Married       Never married Widowed       Divorced     
[19416] Never married Married       Married       Never married Divorced     
[19421] Divorced      Married       Married       Divorced      Married      
[19426] Married       Married       Never married No answer     Never married
[19431] Married       Divorced      Married       Married       Married      
[19436] Married       Never married Never married Married       Married      
[19441] Never married Never married Married       Married       Married      
[19446] Married       Married       Divorced      Married       Widowed      
[19451] Divorced      Married       Divorced      Married       Divorced     
[19456] Divorced      Divorced      Divorced      Never married Divorced     
[19461] Never married Married       Married       Married       Never married
[19466] Married       Never married Married       Married       Never married
[19471] Married       Never married Never married Never married Married      
[19476] Never married Never married Never married Never married Married      
[19481] Never married Married       Never married Never married Married      
[19486] Married       Married       Widowed       Married       Married      
[19491] Divorced      Married       Married       Divorced      Divorced     
[19496] Married       Divorced      Married       Married       Married      
[19501] Divorced      Married       Married       Married       Married      
[19506] Married       Married       Widowed       Married       Divorced     
[19511] Widowed       Married       Married       Divorced      Separated    
[19516] Divorced      Married       Never married Married       Never married
[19521] Divorced      Married       Divorced      Married       Married      
[19526] Married       Never married Divorced      Married       Married      
[19531] Divorced      Married       Married       Married       Never married
[19536] Divorced      Married       Married       Married       Married      
[19541] Never married Married       Widowed       Divorced      Married      
[19546] Widowed       Married       Married       Widowed       Never married
[19551] Married       Married       Never married Widowed       Married      
[19556] Married       Married       Divorced      Married       Married      
[19561] Married       Married       Married       Never married Married      
[19566] Married       Married       Married       Married       Never married
[19571] Widowed       Married       Married       Married       Married      
[19576] Never married Never married Never married Widowed       Widowed      
[19581] Never married Divorced      Widowed       Never married Separated    
[19586] Never married Married       Never married Married       Widowed      
[19591] Married       Married       Never married Married       Never married
[19596] Never married Married       Married       Divorced      Married      
[19601] Widowed       Divorced      Never married Married       Widowed      
[19606] No answer     Never married Never married Widowed       Never married
[19611] Married       Never married Never married Divorced      Married      
[19616] Never married Never married Married       Married       Married      
[19621] Separated     Married       Married       Never married Never married
[19626] Married       Never married Married       Divorced      Married      
[19631] Never married Married       Never married Divorced      Divorced     
[19636] Married       Married       Never married Married       Never married
[19641] Never married Married       Never married Married       Married      
[19646] Never married Widowed       Never married Never married Divorced     
[19651] Widowed       Widowed       Divorced      Married       Married      
[19656] Married       Married       Widowed       Married       Married      
[19661] Never married Never married Never married Never married Never married
[19666] Married       Separated     Married       Never married Never married
[19671] Never married Married       Married       Divorced      Married      
[19676] Married       Never married Divorced      Married       Divorced     
[19681] Married       Married       Never married Divorced      Married      
[19686] Married       Divorced      Never married Divorced      Married      
[19691] Separated     Widowed       Married       Married       Married      
[19696] Separated     Married       Never married Widowed       Never married
[19701] Never married Widowed       Married       Never married Separated    
[19706] Married       Divorced      Divorced      Widowed       Separated    
[19711] Married       Married       Married       Widowed       Married      
[19716] Never married Married       Never married Married       Married      
[19721] Widowed       Never married Divorced      Married       Never married
[19726] Never married Divorced      Married       Married       Married      
[19731] Married       Married       Married       Never married Divorced     
[19736] Divorced      Separated     Never married Never married Separated    
[19741] Never married Never married Never married Married       Never married
[19746] Widowed       Never married Married       Married       Divorced     
[19751] Married       Married       Married       Never married Never married
[19756] Married       Never married Married       Never married Never married
[19761] Married       Never married Married       Never married Never married
[19766] Never married Divorced      Separated     Never married Widowed      
[19771] Separated     Never married Never married Married       Married      
[19776] Married       Never married Never married Never married Married      
[19781] Never married Married       Married       Never married Married      
[19786] Married       Married       Divorced      Married       Married      
[19791] Married       Married       Married       Divorced      Married      
[19796] Married       Never married Widowed       Divorced      Married      
[19801] Divorced      Never married Never married Never married Married      
[19806] Never married Never married Never married Married       Widowed      
[19811] Married       Divorced      Married       Separated     Married      
[19816] Married       Married       Never married Divorced      Married      
[19821] Married       Married       Divorced      Married       Married      
[19826] Divorced      Never married Married       Never married Divorced     
[19831] Married       Never married Divorced      Never married Married      
[19836] Never married Married       Never married Never married Married      
[19841] Never married Married       Never married Never married Never married
[19846] Married       Never married Never married Divorced      Married      
[19851] Never married Divorced      Never married Never married Never married
[19856] Divorced      Never married Never married Never married Never married
[19861] Never married Never married Divorced      Divorced      Married      
[19866] Married       Married       Married       Married       Married      
[19871] Married       Married       Widowed       Married       Never married
[19876] Married       Divorced      Never married Never married Married      
[19881] Married       Married       Married       Widowed       Never married
[19886] Married       Never married Married       Divorced      Married      
[19891] Widowed       Married       Married       Married       Divorced     
[19896] Married       Married       Married       Married       Married      
[19901] Divorced      Married       Divorced      Never married Married      
[19906] Married       Never married Divorced      Married       Never married
[19911] Divorced      Never married Married       Married       Married      
[19916] Married       Widowed       Married       Never married Married      
[19921] Never married Never married Divorced      Married       Married      
[19926] Married       Never married Married       Married       Never married
[19931] Married       Married       Married       Married       Widowed      
[19936] Married       Never married Never married Widowed       Never married
[19941] Widowed       Divorced      Never married Never married Never married
[19946] Never married Never married Never married Never married Never married
[19951] Never married Married       Married       Widowed       Married      
[19956] Never married Married       Never married Divorced      Married      
[19961] Never married Never married Married       Never married Never married
[19966] Married       Married       Married       Widowed       Married      
[19971] Never married Never married Married       Married       Divorced     
[19976] Widowed       Married       Married       Married       Married      
[19981] Married       Married       Divorced      Divorced      Widowed      
[19986] Married       Married       Married       Married       Married      
[19991] Married       Never married Married       Widowed       Divorced     
[19996] Married       Married       Divorced      Married       Married      
[20001] Married       Never married Married       Widowed       Never married
[20006] Widowed       Never married Married       Married       Married      
[20011] Married       Married       Divorced      Married       Married      
[20016] Divorced      Widowed       Divorced      Married       Never married
[20021] Divorced      Widowed       Never married Married       Married      
[20026] Married       Separated     Widowed       Married       Married      
[20031] Never married Never married Never married Married       Married      
[20036] Married       Never married Separated     Divorced      Married      
[20041] Married       Never married Married       Married       Married      
[20046] Married       Divorced      Married       Married       Widowed      
[20051] Divorced      Married       Married       Never married Divorced     
[20056] Never married Married       Married       Never married Widowed      
[20061] Married       Divorced      Married       Divorced      Never married
[20066] Never married Married       Never married Divorced      Never married
[20071] Married       Married       Never married Divorced      Divorced     
[20076] Married       Married       Married       Never married Married      
[20081] Never married Never married Never married Never married Never married
[20086] Never married Married       Never married Married       Never married
[20091] Married       Married       Widowed       Married       Divorced     
[20096] Divorced      Never married Widowed       Separated     Never married
[20101] Separated     Married       Married       Married       Married      
[20106] Never married Separated     Never married Widowed       Never married
[20111] Married       Never married Married       Separated     Divorced     
[20116] Never married Widowed       Never married Married       Never married
[20121] Divorced      Divorced      Never married Divorced      Married      
[20126] Divorced      Married       Never married Never married Married      
[20131] Divorced      Divorced      Married       Divorced      Never married
[20136] Divorced      Never married Married       Never married Never married
[20141] Never married Married       Married       Married       Never married
[20146] Never married Never married Never married Divorced      Married      
[20151] Married       Divorced      Married       Never married Married      
[20156] Never married Never married Widowed       Married       Never married
[20161] Never married Never married Divorced      Married       Divorced     
[20166] Widowed       Divorced      Divorced      Married       Divorced     
[20171] Never married Divorced      Widowed       Married       Never married
[20176] Married       Never married Married       Married       Divorced     
[20181] Divorced      Married       Never married Married       Widowed      
[20186] Married       Divorced      Married       Separated     Divorced     
[20191] Divorced      Married       Married       Never married Never married
[20196] Never married Married       Married       Married       Divorced     
[20201] Divorced      Married       Separated     Never married Married      
[20206] Married       Never married Married       Divorced      Divorced     
[20211] Widowed       Divorced      Never married Married       Never married
[20216] Married       Married       Never married Divorced      Divorced     
[20221] Never married Never married Never married Separated     Never married
[20226] Married       Separated     Widowed       Separated     Separated    
[20231] Divorced      Married       Separated     Married       Married      
[20236] Married       Married       Divorced      Married       Never married
[20241] Married       Married       Divorced      Married       Married      
[20246] Married       Married       Never married Married       Divorced     
[20251] Married       Never married Never married Married       Married      
[20256] Never married Never married Never married Married       Married      
[20261] Married       Never married Married       Never married No answer    
[20266] Married       Married       Married       Divorced      Married      
[20271] Divorced      Widowed       Married       Married       Married      
[20276] Never married Married       Never married Never married Married      
[20281] Divorced      Never married Never married Never married Married      
[20286] Married       Separated     Widowed       Married       Married      
[20291] Married       Married       Married       Married       Married      
[20296] Married       Married       Married       Married       Never married
[20301] Divorced      Married       Divorced      Married       Divorced     
[20306] Divorced      Divorced      Married       Married       Divorced     
[20311] Separated     Divorced      Widowed       Never married Divorced     
[20316] Divorced      Never married Married       Never married Never married
[20321] Widowed       Married       Married       Married       Married      
[20326] Never married Married       Married       Married       Never married
[20331] Divorced      Divorced      Divorced      Separated     Never married
[20336] Never married Married       Divorced      Widowed       Never married
[20341] Married       Married       Divorced      Married       Never married
[20346] Divorced      Never married Never married Divorced      Married      
[20351] Married       Divorced      Separated     Divorced      Never married
[20356] Never married Divorced      Married       Married       Divorced     
[20361] Never married Never married Married       Married       Never married
[20366] Never married Never married Married       Widowed       Married      
[20371] Never married Widowed       Widowed       Divorced      Married      
[20376] Married       Never married Divorced      Married       Divorced     
[20381] Divorced      Never married Widowed       Widowed       Married      
[20386] Never married Never married Never married Widowed       Married      
[20391] Married       Never married Never married Never married Widowed      
[20396] Divorced      Never married Separated     Married       Married      
[20401] Married       Married       Married       Never married Married      
[20406] Never married Widowed       Married       Divorced      Widowed      
[20411] Divorced      Never married Never married Married       Married      
[20416] Married       Married       Never married Married       Never married
[20421] Married       Married       Divorced      Never married Never married
[20426] Never married Divorced      Married       Married       Married      
[20431] Divorced      Married       Widowed       Never married Divorced     
[20436] Married       Never married Divorced      Married       Divorced     
[20441] Married       Never married Married       Never married Married      
[20446] Married       Married       Divorced      Divorced      Divorced     
[20451] Never married Married       Divorced      Never married Married      
[20456] Married       Married       Married       Married       Married      
[20461] Married       Never married Widowed       Married       Never married
[20466] Divorced      Widowed       Never married Divorced      Never married
[20471] Married       Married       Never married Married       Divorced     
[20476] Married       Never married Never married Widowed       Married      
[20481] Widowed       Married       Married       Divorced      Married      
[20486] Never married Divorced      Never married Separated     Married      
[20491] Married       Never married Married       Married       Never married
[20496] Married       Widowed       Never married Married       Divorced     
[20501] Divorced      Separated     Married       Married       Married      
[20506] Married       Married       Widowed       Divorced      Married      
[20511] Widowed       Married       Married       Divorced      Never married
[20516] Married       Married       Divorced      Widowed       Never married
[20521] Married       Married       Never married Married       Married      
[20526] Married       Never married Never married Never married Married      
[20531] Married       Never married Married       Married       Married      
[20536] Married       Married       Divorced      Divorced      Married      
[20541] Married       Married       Divorced      Never married Married      
[20546] Married       Married       Never married Separated     Separated    
[20551] Never married Divorced      Separated     Widowed       Never married
[20556] Separated     Divorced      Never married Never married Never married
[20561] Widowed       Divorced      Married       Married       Married      
[20566] Never married Married       Never married Divorced      Married      
[20571] Divorced      Never married Married       Married       Married      
[20576] Divorced      Married       Widowed       Divorced      Married      
[20581] Divorced      Divorced      Divorced      Widowed       Divorced     
[20586] Married       Never married Never married Married       Never married
[20591] Never married Married       Divorced      Divorced      Widowed      
[20596] Married       Married       Never married Married       Married      
[20601] Married       Divorced      Never married Never married Married      
[20606] Divorced      Married       Married       Married       Widowed      
[20611] Married       Widowed       Married       Widowed       Married      
[20616] Never married Married       Married       Married       Married      
[20621] Widowed       Widowed       Married       Never married Divorced     
[20626] Married       Never married Married       Never married Never married
[20631] Married       Divorced      Divorced      Married       Widowed      
[20636] Widowed       Divorced      Widowed       Widowed       Divorced     
[20641] Married       Divorced      Married       Widowed       Married      
[20646] Married       Never married Married       Separated     Never married
[20651] Never married Divorced      Never married Divorced      Never married
[20656] Divorced      Never married Divorced      Widowed       Widowed      
[20661] Married       Married       Divorced      Divorced      Never married
[20666] Married       Never married Married       Divorced      Married      
[20671] Never married Never married Never married Married       Married      
[20676] Married       Divorced      Married       Widowed       Married      
[20681] Never married Married       Married       Separated     Divorced     
[20686] Widowed       Separated     Never married Married       Married      
[20691] Widowed       Separated     Married       Married       Married      
[20696] Married       Married       Married       Married       Widowed      
[20701] Divorced      Married       Never married Separated     Married      
[20706] Never married Divorced      Married       Never married Married      
[20711] Never married Never married Divorced      Never married Married      
[20716] Married       Never married Separated     Married       Married      
[20721] Married       Married       Married       Divorced      Married      
[20726] Divorced      Widowed       Married       Never married Married      
[20731] Divorced      Married       Married       Married       Married      
[20736] Divorced      Divorced      Married       Married       Married      
[20741] Married       Married       Married       Widowed       Married      
[20746] Widowed       Married       Married       Separated     Married      
[20751] Married       Married       Divorced      Widowed       Married      
[20756] Divorced      Married       Never married Married       Never married
[20761] Separated     Married       Never married Married       Married      
[20766] Divorced      Divorced      Married       Married       Married      
[20771] Never married Married       Married       Never married Never married
[20776] Married       Divorced      Married       Never married Never married
[20781] Never married Never married Divorced      Never married Married      
[20786] Married       Divorced      Divorced      Divorced      Never married
[20791] Married       Married       Divorced      Divorced      Married      
[20796] Never married Never married Married       Married       Married      
[20801] Divorced      Divorced      Married       Married       Married      
[20806] Married       Married       Married       Widowed       Married      
[20811] Never married Separated     Married       Married       Married      
[20816] Married       Widowed       Widowed       Divorced      Married      
[20821] Never married Widowed       Married       Married       Never married
[20826] Married       Divorced      Married       Married       Married      
[20831] Married       Married       Divorced      Widowed       Divorced     
[20836] Divorced      Never married Married       Never married Divorced     
[20841] Divorced      Married       Widowed       Divorced      Married      
[20846] Married       Widowed       Married       Widowed       Married      
[20851] Married       Married       Divorced      Married       Married      
[20856] Never married Widowed       Married       Married       Married      
[20861] Married       Married       Married       Never married Married      
[20866] Married       Married       Divorced      Married       Married      
[20871] Married       Never married Divorced      Never married Married      
[20876] Never married Married       Married       Never married Married      
[20881] Divorced      Divorced      Never married Never married Never married
[20886] Never married Married       Widowed       Married       Divorced     
[20891] Never married Married       Married       Never married Married      
[20896] Married       Married       Married       Married       Married      
[20901] Married       Married       Never married Never married Never married
[20906] Never married Married       Separated     Married       Never married
[20911] Never married Widowed       Divorced      Never married Married      
[20916] Divorced      Never married Married       Widowed       Separated    
[20921] Widowed       Divorced      Married       Never married Married      
[20926] Never married Divorced      Married       Married       Divorced     
[20931] Never married Married       Never married Divorced      Married      
[20936] Never married Divorced      Divorced      Never married Married      
[20941] Divorced      Widowed       Married       Married       Divorced     
[20946] Separated     Divorced      Divorced      Married       Married      
[20951] Married       Never married Divorced      Married       Never married
[20956] Married       Widowed       Never married Never married Never married
[20961] Never married Married       Never married Married       Married      
[20966] Never married Never married Married       Married       Never married
[20971] Separated     Separated     Divorced      Never married Married      
[20976] Married       Married       Married       Married       Widowed      
[20981] Widowed       Widowed       Divorced      Married       Widowed      
[20986] Widowed       Married       Divorced      Divorced      Widowed      
[20991] Never married Divorced      Never married Never married Divorced     
[20996] Never married Never married Never married Never married Divorced     
[21001] Divorced      Never married Married       Divorced      Married      
[21006] Married       Never married Married       Widowed       Divorced     
[21011] Divorced      Divorced      Widowed       Separated     Never married
[21016] Never married Married       Never married Married       Married      
[21021] Married       Separated     Never married Widowed       Divorced     
[21026] Divorced      Married       Never married Never married Separated    
[21031] Never married Separated     Married       Married       Married      
[21036] Married       Never married Widowed       Married       Never married
[21041] Married       Married       Married       Separated     Married      
[21046] Married       Married       Widowed       Married       Married      
[21051] Married       Never married Married       Married       Widowed      
[21056] Married       Never married Married       Married       Never married
[21061] Divorced      Never married Never married Divorced      Separated    
[21066] Widowed       Never married Divorced      Married       Married      
[21071] Divorced      Divorced      Widowed       Married       Divorced     
[21076] Separated     Divorced      Married       Divorced      Divorced     
[21081] Married       Married       Married       Married       Married      
[21086] Widowed       Married       Married       Married       Married      
[21091] Never married Married       Widowed       Married       Never married
[21096] Married       Married       Married       Married       Married      
[21101] Married       Never married Never married Never married Never married
[21106] Married       Never married Married       Widowed       Widowed      
[21111] Separated     Married       Divorced      Never married Divorced     
[21116] Divorced      Divorced      Never married Divorced      Never married
[21121] Divorced      Married       Married       Never married Married      
[21126] Never married Never married Married       Married       Never married
[21131] Never married Never married Married       Never married Separated    
[21136] Never married Widowed       Married       Divorced      Never married
[21141] Never married Widowed       Never married Married       Widowed      
[21146] Married       Married       Widowed       Never married Married      
[21151] Widowed       Married       Married       Married       Married      
[21156] Married       Divorced      Married       Married       Married      
[21161] Married       Widowed       Married       Married       Never married
[21166] Married       Divorced      Married       Married       Married      
[21171] Married       Married       Never married Married       Married      
[21176] Married       Married       Divorced      Married       Married      
[21181] Never married Never married Never married Married       Married      
[21186] Married       Never married Married       Married       Married      
[21191] Married       Married       Married       Widowed       Married      
[21196] Married       Married       Married       Married       Divorced     
[21201] Never married Married       Never married Married       Married      
[21206] Married       Married       Married       Married       Married      
[21211] Married       Married       Divorced      Married       Divorced     
[21216] Married       Married       Married       Married       Widowed      
[21221] Married       Widowed       Married       Married       Married      
[21226] Married       Married       Never married Widowed       Separated    
[21231] Married       Divorced      Divorced      Married       Married      
[21236] Married       Divorced      Married       Never married Married      
[21241] Divorced      Married       Widowed       Married       Married      
[21246] Married       Divorced      Married       Married       Married      
[21251] Married       Divorced      Married       Married       Married      
[21256] Divorced      Married       Never married Never married Never married
[21261] Never married Never married Married       Married       Married      
[21266] Never married Never married Married       Married       Married      
[21271] Married       Married       Married       Divorced      Married      
[21276] Married       Divorced      Married       Never married Married      
[21281] Never married Married       Married       Divorced      Married      
[21286] Married       Married       Widowed       Widowed       Married      
[21291] Widowed       Never married Never married Never married Widowed      
[21296] Married       Divorced      Married       Divorced      Divorced     
[21301] Never married Never married Divorced      Widowed       Widowed      
[21306] Married       Married       Married       Never married Divorced     
[21311] Widowed       Married       Divorced      Married       Married      
[21316] Married       Never married Married       Divorced      Married      
[21321] Widowed       Never married Never married Never married Never married
[21326] Never married Never married Married       Never married Never married
[21331] Never married Married       Married       Married       Married      
[21336] Married       Never married Never married Married       Divorced     
[21341] Never married Married       Married       Never married Married      
[21346] Never married Married       Married       Widowed       Married      
[21351] Married       Married       Married       Married       Married      
[21356] Married       Married       Married       Divorced      Never married
[21361] Divorced      Divorced      Never married Married       Married      
[21366] Married       Married       Married       Widowed       Separated    
[21371] Divorced      Divorced      Married       Widowed       Married      
[21376] Married       Married       Married       Married       Married      
[21381] Never married Never married Divorced      Divorced      Divorced     
[21386] Never married Never married Never married Never married Widowed      
[21391] Married       Divorced      Never married Married       Married      
[21396] Married       Widowed       Widowed       Married       Married      
[21401] Never married Married       Divorced      Married       Widowed      
[21406] Married       Married       Divorced      Never married Married      
[21411] Divorced      Divorced      Widowed       Divorced      Separated    
[21416] Never married Married       Widowed       Divorced      Married      
[21421] Divorced      Separated     Married       Married       Divorced     
[21426] Divorced      Divorced      Married       Married       Widowed      
[21431] Married       Never married Never married Widowed       Never married
[21436] Widowed       Never married Separated     Married       Married      
[21441] Married       Married       Married       Married       Divorced     
[21446] Widowed       Married       Divorced      Married       Widowed      
[21451] Divorced      Never married Married       Divorced      Widowed      
[21456] Married       Never married Married       Married       Married      
[21461] Divorced      Married       Married       Married       Never married
[21466] Married       Divorced      Married       Married       Married      
[21471] Married       Widowed       Married       Divorced      Married      
[21476] Never married Married       Widowed       Widowed       Divorced     
[21481] Never married Never married Widowed      
Levels: No answer Never married Separated Divorced Widowed Married

Look at the structure of an object

str(gss_cat)
tibble [21,483 × 9] (S3: tbl_df/tbl/data.frame)
 $ year   : int [1:21483] 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 ...
 $ marital: Factor w/ 6 levels "No answer","Never married",..: 2 4 5 2 4 6 2 4 6 6 ...
 $ age    : int [1:21483] 26 48 67 39 25 25 36 44 44 47 ...
 $ race   : Factor w/ 4 levels "Other","Black",..: 3 3 3 3 3 3 3 3 3 3 ...
 $ rincome: Factor w/ 16 levels "No answer","Don't know",..: 8 8 16 16 16 5 4 9 4 4 ...
 $ partyid: Factor w/ 10 levels "No answer","Don't know",..: 6 5 7 6 9 10 5 8 9 4 ...
 $ relig  : Factor w/ 16 levels "No answer","Don't know",..: 15 15 15 6 12 15 5 15 15 15 ...
 $ denom  : Factor w/ 30 levels "No answer","Don't know",..: 25 23 3 30 30 25 30 15 4 25 ...
 $ tvhours: int [1:21483] 12 NA 2 4 1 NA 3 NA 0 3 ...
str(gss_cat$marital)
 Factor w/ 6 levels "No answer","Never married",..: 2 4 5 2 4 6 2 4 6 6 ...

Because gss_cat is a tibble

gss_cat
# A tibble: 21,483 × 9
    year marital         age race  rincome        partyid    relig denom tvhours
   <int> <fct>         <int> <fct> <fct>          <fct>      <fct> <fct>   <int>
 1  2000 Never married    26 White $8000 to 9999  Ind,near … Prot… Sout…      12
 2  2000 Divorced         48 White $8000 to 9999  Not str r… Prot… Bapt…      NA
 3  2000 Widowed          67 White Not applicable Independe… Prot… No d…       2
 4  2000 Never married    39 White Not applicable Ind,near … Orth… Not …       4
 5  2000 Divorced         25 White Not applicable Not str d… None  Not …       1
 6  2000 Married          25 White $20000 - 24999 Strong de… Prot… Sout…      NA
 7  2000 Never married    36 White $25000 or more Not str r… Chri… Not …       3
 8  2000 Divorced         44 White $7000 to 7999  Ind,near … Prot… Luth…      NA
 9  2000 Married          44 White $25000 or more Not str d… Prot… Other       0
10  2000 Married          47 White $25000 or more Strong re… Prot… Sout…       3
# ℹ 21,473 more rows

When to use $?

  • Often when you need to use {base} R
  • Execute a function casually
table(gss_cat$marital)

    No answer Never married     Separated      Divorced       Widowed 
           17          5416           743          3383          1807 
      Married 
        10117 
hist(gss_cat$age)

Your turn

Run table() on the religion variable in gss_cat

Produce a histogram of the tvhours variable in gss_cat

The pipe operator (|>)

  • The |> operator (Ctrl + Shift + M) inserts the input from the left as the first argument in the next function
  • To start, you can read it as, “then”
  • It is crucial for work in the {tidyverse}

The pipe operator (|>)

Note

You may see me use %>% instead of |> - this is only because old habits die hard - they are (almost always) interchangeable

gss_cat |> 
  count(marital)
# A tibble: 6 × 2
  marital           n
  <fct>         <int>
1 No answer        17
2 Never married  5416
3 Separated       743
4 Divorced       3383
5 Widowed        1807
6 Married       10117

We will talk about this a little right now and lot more later

Quick aside

Base R has a native pipe now!

R 4.1.0 introduced a native pipe operator, |>. As described in the R News:

R now provides a simple native forward pipe syntax |>. The simple form of the forward pipe inserts the left-hand side as the first argument in the right-hand side call.

The behavior of the native pipe is basically the same as the %>% pipe (from the {magrittr} package)

Luckily there’s no need to commit entirely to one pipe or the other

  • you can use |> for the majority of cases and use %>% when you really need its special features

More here.

Why use |>

Chaining functions is efficient and easy to read

gss_cat |> 
  filter(relig == "Buddhism",
         age > 55) |> 
  select(age, partyid, rincome) |> 
  arrange(age) |> 
  slice(1:4)
# A tibble: 4 × 3
    age partyid          rincome       
  <int> <fct>            <fct>         
1    56 Not str democrat $25000 or more
2    56 Ind,near dem     $25000 or more
3    56 Not str democrat $4000 to 4999 
4    56 Independent      $25000 or more

Equivalent to:

slice(arrange(select(filter(gss_cat, relig == "Buddhism", age > 55), age, partyid, rincome), age), 1:5)

Next time

Before next class