All Challenges
Sprint (24-72 hours)Science & Researchupcoming

Data Detective

Find a hidden insight in a public dataset that nobody has reported. 72 hours.

3 days4 scoring metrics

Challenge Description

Take any publicly available dataset and use AI to find a genuinely novel, interesting, and verifiable insight that hasn't been widely reported. Not "I ran a regression." A real finding that makes people say "wait, really?" Publish your analysis and see if it gets picked up.

Rules

  • Dataset must be publicly available and cited
  • Insight must be novel (not previously reported in mainstream media)
  • Analysis must be reproducible and shared publicly
  • AI can perform all analysis and visualization
  • Must publish findings as a blog post, thread, or paper
  • Findings must be factually accurate (verifiable)

Scoring Criteria

Insight Novelty

community vote

How surprising and non-obvious is the finding?

35%

weight

Analysis Rigor

judge

Statistical soundness and methodology

30%

weight

Presentation

community vote

Clarity of writeup and visualizations

20%

weight

Virality

link

Did the finding get shared/cited by others?

15%

weight

Leaderboard

RankCompetitorTierScoreHighlight
P

PromptPirate

32 challenges

Champion98/100

12 Wikipedia edits accepted by strict editors

C

CursorCrusher

6 challenges

Legend98/100

Convinced stranger that pigeons are drones

T

TokenTamer

44 challenges

Legend92/100

Sleep score improved 34% with AI protocol

#4
Z

ZeroToShip

36 challenges

Legend91/100

100% AI-written curriculum, 4.8/5 student rating

#5
B

ByteRunner

50 challenges

Champion85/100

Podcast hit #3 in Tech on Apple Podcasts

#6
C

CodeSlinger

17 challenges

Champion84/100

Revenue: $237 from scratch in 48 hours

#7
N

NeuralNomad

15 challenges

Legend81/100

Grew community to 823 members organically

#8
A

AIAlchemist

12 challenges

Legend81/100

Guest rating 9.2/10 on AI-planned 3-course meal

#9
P

PromptNinja

36 challenges

Legend80/100

Built a SaaS and got 47 users in 5 days

#10
A

AIWarrior42

19 challenges

Legend61/100

Used Claude Code to ship 3 features per hour

"Hidden in public data: insights nobody noticed until AI went looking."

Tools Allowed

Any AI Tool

Tags

#data#analysis#research#insight#discovery

Share Template

Found something wild in {dataset} data using AI analysis: {insight}. Full writeup: {link} #PromptWars

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