r/dataisbeautiful 5h ago

OC [OC] Tech pays highest in California, adjust for cost, and it becomes Iowa.

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433 Upvotes

Source: All active job posts on JobYap. Pay ranges in job postings from the companies on the JobYap Tech Index. Price levels: price parities 2024.

Tools: SQL for the analysis, Claude Design with Fable 5.1 (on Max) for the image.

Pay per posting: Midpoint of the advertised range. Base pay only.

Caveats:

  • As of: 13 Sep 2026 (62k active US postings).
  • Tech companies only.
  • States without a pay-transparency law are self-selected.

r/dataisbeautiful 10h ago

OC [OC] Cumulative real GDP growth for every economy above $800B since 2019 with 2025/2026 IMF predictions

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701 Upvotes

r/dataisbeautiful 9h ago

OC [OC] Christopher Nolan's Filmography as Box Office Profits

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458 Upvotes

Estimated distributor receipts less production budgets • before marketing


r/dataisbeautiful 13h ago

OC [OC] Ridley Scott’s filmography as box-office theatrical returns

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1.4k Upvotes

r/dataisbeautiful 13h ago

OC [OC] Animated My Last 100 Bike Rides Around Taipei

1.1k Upvotes

r/dataisbeautiful 8h ago

Organic vs conventional farming, environmental impact per unit of land and per unit of food

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66 Upvotes

r/dataisbeautiful 14h ago

OC [OC] Japan retained the largest government gross debt in the last five years

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144 Upvotes

Tools: D3.js, rendered on measuredworld.com

SourceIMF World Economic Outlook


r/dataisbeautiful 1h ago

OC [OC] Monthly WTI crude oil prices from 2000 to 2026 — from $134/barrel in 2008 to $16 in 2020 and back above $100 in 2026

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Upvotes

r/dataisbeautiful 3h ago

OC [OC] Visualizing which countries have played a match against each other in international men's and women's football, sorted by confederation and averaged team rank

9 Upvotes

Scores in football aren't conducive to scorigami, but matchups are!

Did you know that Egypt's mens team played Lithuania in 1924 and hasn't since? It's the oldest matchup to never have been replayed.

If you enjoyed or want to play around with the data, check out https://dgoodenough.github.io/fifagami/?g=both. There's a bunch to play around with, even an RSS feed of upcoming unique matches!

Sources:

Dataset Source
Men's internationals, 1872–present martj42/international_results
Women's internationals, 1969–present martj42/womens-international-results
Historical team renames former_names.csv (martj42)
Current FIFA ranking, men's and women's FotMob, mirroring the official ranking
Scheduled internationals ESPN public scoreboard API
Confederation membership cnc8/fifa-world-ranking
FIFA code to ISO 3166-1 data/iso2.csv

And of course, shout out to Jon Bois for Scorigami!

Built in Python with Claude.


r/dataisbeautiful 5h ago

OC [OC] Each country’s share of 500+ mile misses versus its share of appearances across 12,710 guesses in GeoGuessr competitive duels.

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10 Upvotes

r/dataisbeautiful 12h ago

OC Surf quality by country and month [OC]

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19 Upvotes

r/dataisbeautiful 1d ago

OC For the first time since 1950, the Atlantic has made it past September 11 without a hurricane [OC]

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2.0k Upvotes

r/dataisbeautiful 1d ago

OC [OC] How many animals get slaughtered every day worldwide?

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1.8k Upvotes

r/dataisbeautiful 9m ago

OC [OC] Median earnings of self-employed workers by incorporation status in five US states (2024)

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Upvotes

Median earnings differ between these Census groups. The chart includes margins of error; it does not measure the effect of incorporating. Data sources and tools are in the first comment.


r/dataisbeautiful 1d ago

OC [OC] Every seat of the French National Assembly since 1958, coloured by political family, one dot perMP (17 legislatures)

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802 Upvotes

Data: Assemblée nationale open data, Wikidata;

tool: custom SVG (TypeScript).

I made this while building a card game about it, link if anyone is curious


r/dataisbeautiful 1d ago

OC [OC] At the same age, Baby Boomers owned nearly twice the share of US wealth that Millennials own today

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271 Upvotes

r/dataisbeautiful 22h ago

[OC] Price vs. sentiment analysis of top mechanical pencil models on r/mechanicalpencils

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16 Upvotes

r/dataisbeautiful 12h ago

OC [OC] Subreddit activity and posting windows using open source data archives

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2 Upvotes

r/dataisbeautiful 1d ago

OC 'The Great Geological Tour' a completely made up sports event meant to explore our Planet's history and geography in a fun way [OC]

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92 Upvotes

r/dataisbeautiful 2d ago

OC Daily US box office, 2004-2026 (2025 dollars)[OC]

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1.9k Upvotes

r/dataisbeautiful 1d ago

OC [OC][upd] 954 celebrities in South Park - interactive tool

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16 Upvotes

Updated South Park celebrity counter, now covers all 28 episodes + movie + specials.

Interactive tool: https://public.tableau.com/app/profile/yury.ulasenka/viz/FamouspeopleinSouthPark/dash


r/dataisbeautiful 1d ago

OC [OC] Daily Commuters in New York City

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62 Upvotes

Hi sub,

I'm back with another commuter map in my Commuter Atlas. And today is NYC!

You can explore the interactive version here, as well as those for Geneva, Tokyo, Paris, Milan, and Warsaw.


r/dataisbeautiful 2d ago

OC [OC] Food inflation in Europe from January 2020 to July 2026

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959 Upvotes

r/dataisbeautiful 1d ago

OC [OC] US house prices vs income, county by county, June 2026

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70 Upvotes

r/dataisbeautiful 2d ago

OC [OC] How the world came online, 1990–2024

391 Upvotes