Giter Club home page Giter Club logo

names's Introduction

US Names Datasets

Baby name datasets presented in different ways. I find myself going back to this data frequently.

Included are estimates of name frequencies among living people in 2014, various slices of birth name statistics since 1910, and gender probabilities.

Living Citizen Name Estimates

By cross-referencing US-born birth names with the population age distribution for 2014, I estimate the likelihood of encountering a name today. A number of a caveats here, most significantly that relying on baby names does not factor in the 40 million foreign-born residents in the US.

Included:

  • data/us-living-estimate-names-by-sex-state-year.csv
  • data/us-living-estimate-names-by-sex.csv

The rough estimation approach is P(alive|age)=P(age|alive)*P(alive)/P(age), where P(age|alive) is the proportion of the current population that is the given age, P(age) is the proportion of the baby names for year (2014-age) out of the full baby name set. P(alive) would be the percent of people born since 1910 that is still alive, but this is hard to estimate. Instead, I make a guess based on P(alive|age=1) being close to 1.0 (infant mortality rates gives us a real estimate, 0.9939). This would put the sum US population since 1910 at about 1.05 billion. Regardless, since all this is rough, it's best to consider the ranking more than the actual counts.

Gender Likelihood

Guesses for a gender based on a first name, in 2014. Includes birth year so you can filter to population age groups.

data/us-likelihood-of-gender-by-name-in-2014.csv

Most popular US-born baby names since 1910

raw/us-names-by-gender-state-year.csv -- the source data, of name counts per gender, year, and state, since 1910. Source: Social Security Administration

  • data/us-names-by-gender.csv - most popular names, overall
  • data/us-names-by-year.csv - most popular names by year
  • data/us-names-by-decade.csv - most popular names by decade
  • data/us-names-by-state.csv - most popular names by state, overall

Other

  • lists/top-us-female-names.csv, lists/top-us-male-names.csv - Truncated list of most common US names.
  • lists/top-us-[male|female]-names-alive-in-2014.csv - 1000 most common names in 2014.
  • lists/us-50-gender-neutral-names.csv - 50 fairly common gender-neutral names in 2014.
  • lists/us-dead-names.csv - List of names that are dying out among the US-born population.

Other sources

  • raw/us-population-by-age-and-sex-2014.csv - Population age distributions. Source: Census.gov

names's People

Contributors

organisciak avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.