Forbes World’s Billionaires List

June 2022 Finance Difficulty 2/5 CSV 704.6 KB 2,668 rows × 22 cols 0 downloads
  • forbes
  • billionaires
  • wealth
  • finance
  • demographics

2,668 Forbes billionaires with age, final worth, country, source industry, self-made flag, and philanthropy score. Supports industry-concentration analysis, self-made mapping, and country-level wealth distribution studies.

Source: Forbes — World's Billionaires List · www.forbes.com · Forbes attribution (legitimate-interests basis)

Challenge brief


slug: 2022-06-forbes-worlds-billionaires-list title: Forbes World's Billionaires List year: 2022 month: 06 source: authored authored_at: 2026-04-19 needs_leon_review: true

Forbes World's Billionaires List - Challenge Brief

Challenge period: June 2022 Dataset: Reconstructed brief based on the shipped data file for the June 2022 DataDNA challenge.

About the data

The primary data table for this challenge carries the following columns:

  • rank
  • personName
  • age
  • finalWorth
  • year
  • month
  • category
  • source
  • country
  • state
  • city
  • countryOfCitizenship
  • organization
  • selfMade
  • gender
  • birthDate
  • title
  • philanthropyScore
  • residenceMsa
  • numberOfSiblings
  • bio
  • about

Suggested analytical angles

  • Which industries concentrate the most wealth at the top of the list?
  • How does self-made status correlate with age, country, and final worth?
  • Which countries contribute the most billionaires relative to population?
  • What philanthropy-score patterns emerge across sectors?

What great submissions did

This brief was reconstructed from the dataset contents in 2026 as part of the Playground audit. The original June 2022 challenge brief was not preserved as a separate file in the source archive, so the analytical angles above are inferred from the column list. See the corresponding /challenges/ entry on datadna.onyxdata.co.uk for examples of how participants approached the data.

Editorial note

_This stub was authored by Claude on 2026-04-19 for Leon's review. Refine the suggested angles and confirm factual accuracy before setting brief_status = leon_reviewed in the audit log._

Browse open challenges