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wtf is swimmers-history?

tanykim/swimmers-history — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2020-08-31

★ 12CSSAudience · dataComplexity · 2/5DormantSetup · moderate

TL;DR

An interactive visualization of elite swimmers' careers and results across the Olympics and World Championships since 2000.

Mindmap

mindmap
  root((repo))
    What it does
      Visualizes swimmer careers
      Tracks competition results
      Reveals performance patterns
    Tech stack
      React
      Python
      R
      CSS
    Use cases
      Historical performance context
      Sports journalism research
      Data storytelling examples
    Audience
      Coaches and swimmers
      Journalists
      Data visualization fans

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Research historical performance trends for a specific elite swimmer

REASON 2

Compare which countries produce the strongest relay teams over time

REASON 3

Explore how swimming records have improved decade by decade

REASON 4

Study how to scrape, clean, and visualize real-world sports data

What's in the stack?

ReactPythonRCSS

How it stacks up

tanykim/swimmers-historycuso4-x/cuso4-rootmanager34306/ios-exploit-starterpack
Stars121211
LanguageCSSCSSCSS
Last pushed2020-08-31——
MaintenanceDormant——
Setup difficultymoderatehardeasy
Complexity2/53/55/5
Audiencedatadeveloperresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · moderate Time to first run · 30min

Full pipeline requires R for scraping and Python for data processing before the React app can display it.

No license information was found in the explanation.

Yoink these prompts

Prompt 1
Explain how swimmers-history scrapes and processes data from Swim Rankings using R and Python
Prompt 2
Show me how the React charts in swimmers-history let users filter by swimmer or event
Prompt 3
Help me build a similar interactive data visualization project using R for scraping and React for the frontend
Prompt 4
Summarize the design choices described in the creator's Medium articles about this project

Frequently asked questions

wtf is swimmers-history?

An interactive visualization of elite swimmers' careers and results across the Olympics and World Championships since 2000.

What language is swimmers-history written in?

Mainly CSS. The stack also includes React, Python, R.

Is swimmers-history actively maintained?

Dormant — no commits in 2+ years (last push 2020-08-31).

What license does swimmers-history use?

No license information was found in the explanation.

How hard is swimmers-history to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is swimmers-history for?

Mainly data.

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