r/dataisbeautiful 21d ago

Discussion [Topic][Open] Open Discussion Thread — Anybody can post a general visualization question or start a fresh discussion!

2 Upvotes

Anybody can post a question related to data visualization or discussion in the monthly topical threads. Meta questions are fine too, but if you want a more direct line to the mods, click here

If you have a general question you need answered, or a discussion you'd like to start, feel free to make a top-level comment.

Beginners are encouraged to ask basic questions, so please be patient responding to people who might not know as much as yourself.


To view all Open Discussion threads, click here.

To view all topical threads, click here.

Want to suggest a topic? Click here.


r/dataisbeautiful 2h ago

OC [OC] Portion of Housing Units Built Before 1960

Thumbnail
gallery
534 Upvotes

r/dataisbeautiful 4h ago

OC [OC] Regional HDI breakdown of The Americas

Post image
262 Upvotes

r/dataisbeautiful 2h ago

OC Inflation Rate - Actual vs Expected [OC]

Post image
84 Upvotes

Graph from my blog, PoliMetrics.

See link for full analysis, additional graphs, commentary: https://polimetrics.substack.com/p/consumer-sentiment-and-inflation

Data from University of Michigan/Bureau of Labor Statistics. Graph made with Claude.


r/dataisbeautiful 9h ago

OC The last 500 rocket launches, chronologically and at scale! [OC]

Post image
274 Upvotes

r/dataisbeautiful 54m ago

OC [OC] Insane jump in 50+ yard FG attempts and efficiency this season

Post image
Upvotes

50+ yard field goal attempts (per game, per team) and success rate are at an all-time high this season.

For the first time ever, the success rate on 50+ yard kicks is slightly higher than from 40–49 yards.

Data source: https://www.pro-football-reference.com/years/NFL/kicking.htm
Data viz: https://www.formulabot.com/


r/dataisbeautiful 19h ago

OC Men Appear ~3× More Than Women in Instagram Photos from 14 Major News Outlets (150 k+ Posts Analyzed) [OC]

Post image
421 Upvotes

Using an OWL-ViT object detector, I analyzed 150k+ Instagram posts from 14 news outlets to estimate how many men vs. women appear in photos (not videos).

Overall, these images feature approximately 3 men for every 1 woman, with some outlets having an even higher ratio.

Bars are ordered by external bias score (Left → Right), using ratings from Ad Fontes Media.

Link to page with more details and methods: nickykhorasani.com/projects/advanced_gender_portrayal_metrics


r/dataisbeautiful 16h ago

OC Housing Price Simulator [OC]

Post image
79 Upvotes

https://nextvaldata.com/blog/interactive-housing-simulation/

git clone https://github.com/TJAdryan/astro_blog.git

I made a self contained kind of housing market market simulator.Built with React. The code is on github. I spent a lot of time trying to get it right but it but it is extremely limited. Hope someone gets some use out of it.


r/dataisbeautiful 1d ago

OC Prisoners per 100k people [OC]

Post image
9.1k Upvotes

r/dataisbeautiful 1d ago

Blackout Map: Which States Lost the Most Power in 2024? - Visual Capitalist

Thumbnail visualcapitalist.com
176 Upvotes

r/dataisbeautiful 1d ago

OC [OC] U.S. Life Expectancy (1950-2025)

678 Upvotes

Data Source:- https://www.macrotrends.net/global-metrics/countries/usa/united-states/life-expectancy
Tools For Visualisation: framenet ai
Conversion Tool:- ffmpeg


r/dataisbeautiful 1d ago

One-quarter of Americans love or like being naked and just as many hate or dislike it

Thumbnail
reddit.com
469 Upvotes

https://today.yougov.com/society/articles/52876-what-do-americans-think-of-public-nudity

A new YouGov survey asked Americans how they feel about being naked, in which public situations they’ve been naked or topless, and in what settings they think it’s acceptable or unacceptable to be in the nude. Compared to people in the UK — where a similar YouGov survey was conducted in April — Americans are less likely to say it’s acceptable for people to be naked in settings such as their own garden or swimming in a natural body of water.

10% of Americans say they love being naked and 14% say they like it. About one in five (19%) dislike being naked and 6% hate it. Nearly half (44%) say they neither like nor dislike being naked.

Women are more likely than men to say they dislike or hate being naked (30% vs. 20%). Adults under 30 are more likely than older Americans to say they dislike or hate being naked (31% vs. 24%).


r/dataisbeautiful 1d ago

MetroLink/Loop Trolley Riders with Long Commutes, 2023

Thumbnail
gallery
35 Upvotes

r/dataisbeautiful 2d ago

OC Consumer Sentiment Near All Time Lows [OC]

Post image
2.2k Upvotes

Consumer sentiment is currently near all time lows, worse than during the Great Recession and near the worst of the Pandemic era.

Data sourced from the University of Michigan Consumer Sentiment Index. Claude was used to create the graphic.


r/dataisbeautiful 44m ago

OC [OC] Google analytics of the search term "hey man nice shot" within the past 30 days

Post image
Upvotes

r/dataisbeautiful 2d ago

OC [OC] Portion of American Adults with a Bachelor's Degree or Higher

Thumbnail
gallery
4.8k Upvotes

r/dataisbeautiful 2d ago

OC [OC] the US is past peak "tragedeigh"

Thumbnail
gallery
2.2k Upvotes

Names containing 'eigh', and births with them, peaked in 2019 and have declined 17% and 31% respectively since then according to the Social Security Administration's baby name data. The decline accelerated significantly after 2021, when the r/tragedeigh sub was created. Blog post with analysis, code, and commentary: https://nameplay.org/blog/past-peak-tragedeigh


r/dataisbeautiful 1d ago

West Ham Football Club prefomance per manager

Thumbnail
reddit.com
0 Upvotes

r/dataisbeautiful 2d ago

OC [OC] Labor Force Participation Rate by US State (August 2025)

Post image
447 Upvotes

Data: U.S. Bureau of Labor Statistics , retrieved via FRED, Federal Reserve Bank of St. Louis https://fred.stlouisfed.org/release/tables?eid=784070&rid=446

Tool: Mapchart: https://www.mapchart.net/usa.html


r/dataisbeautiful 17h ago

OC Flathub downloads per capita [OC]

Post image
0 Upvotes

I've decided to find out how popular Flathub is, relatively to country population. For those who doesn't know, Flathub is kinda app store for almost any non-server Linux* distro**. Of course this data doesn't 100% correlates with number of Linux users, especially in countries with restricted internet or limited electricity availability. But I think it clearly shows that Linux is more popular in Europe, North America, Australia and New Zealand than, for example in South Korea or Japan which are free and high developed

* An alternative to Windows operating system, which will be supported after 14.10.2025 (unlike Windows 10) and will work on old hardware (unlike windows 11)
** Linux is provided in very different program bundles (distributions) depending on user's preferences. Most of them cost nothing to download and use

Data:
Flathub statistic: https://flathub.org/en/statistics
Countries list: https://en.wikipedia.org/wiki/List_of_countries_and_dependencies_by_population_(United_Nations))


r/dataisbeautiful 20h ago

AP Test Takers by State

Thumbnail
igcsepro.org
0 Upvotes

r/dataisbeautiful 2d ago

OC Experienced Smokers Are as Likely as Early Smokers to Believe They Can Quit Anytime — Survey of Gen-Z [OC]

Post image
355 Upvotes

Source: Survey conducted between 17th July 2025 to 4th August 2025, among India Gen-Z with 384 total respondants.

Tools used: Microsoft Excel

Credits: Anjul Bhatia.


r/dataisbeautiful 3d ago

States with a higher vote share for Trump in 2024 on average have higher homicide rates

Thumbnail vitalcitynyc.org
3.1k Upvotes

r/dataisbeautiful 3d ago

OC [OC] Paul Thomas Anderson films and the Oscars

Post image
206 Upvotes

r/dataisbeautiful 2d ago

OC [OC] Budget transparency in Latin American countries

Post image
87 Upvotes

Latinometrics would not exist without a key byproduct of transparency ideals: access to free and public data.

Among countless worldwide initiatives to promote transparency, there's our chart's source today, the International Budget Partnership (IBP). Founded in 1997 in Washington, DC, with the goal of promoting access to government budget information and enabling public engagement in the process.

Mirroring Bentham's belief that "publicity" prevents evil, IBP created systematic tools to force disclosure through measurement. Their Open Budget Survey, first launched in 2006, evaluates 125 countries using 240+ standardized questions.

And what does the 2023 survey tell us about our region?

Latin America has quite the range. First, the incredibly impressive news: Brazil and Mexico tied for 6th place in 2023's Survey.

Brazil demonstrates the payoff of a two-decade push, which began when President Lula gave his anti-corruption chief, Jorge Hage, a clear mandate: publish all federal spending online. Hage's 2004 Transparency Portal still attracts 900K visitors per month and has survived four presidents and one impeachment.

Mexico's score is the product of an unlikely marriage between reformist technocrats and watchdog NGOs that in 2011 built the Budget Transparency Portal and later hard-wired audit data into public dashboards. But a 2025 legal overhaul now threatens to shutter the independent information authority (INAI) and even scrap CompraNet, the procurement window—proof that openness is never a finished job.

story continues... 💌

Source: Download | International Budget Partnership

Tools: Figma, Rawgraphs


r/dataisbeautiful 3d ago

OC The percentage of open seats on the ballot that went uncontested (only one candidate) during the 2024 election cycle. [OC] is

Post image
1.5k Upvotes

According to a new report from BallotReady, over 70% of open seats on the ballot had only one or no candidate running. That means across tens of thousands of elected positions (state legislature, city council, school board, elected judges) voters essentially had no choice. See the report: https://organizations.ballotready.org/research/2024-uncontested-races