Show HN: 15% of Forbes 30 under 30 winners did fraud

15% of Forbes 30 under 30 winners can be attributed to fraud. Here is an interactive visualization of 8215 winners and whether or not they're in some controversy.

I originally vibe scraped the winners and hit my weekly Claude limit, manually Googled over 2500 times (around 2400 I actually got an internal error), then realized Gemini has a free API with search supported.

Few are funny, some may from common names, feel free to DM me on X @itisyev if there is something you'd like to see changed.