AI and Finding Real Statistics, Not Made-Up Ones

ChatGPT will invent the statistic '78% of teens...' on demand. Real stats live on government and research-org sites — and they're free.

Some examples

• data.gov has US federal datasets you can search.
• Pew Research is the gold standard for social statistics.
• CDC, BLS, and Census all publish raw data tables.
• Always cite the original dataset, not a news article about it.

Try it!

Pick any teen-related statistic ChatGPT tells you. Find that exact number on Pew or CDC. If you can't, throw it out.

AI generates statistics that sound authoritative ('73% of teens...') but often the source doesn't exist or the percent is invented. Real stats trace back to a survey, study, or government source — Pew, BLS, CDC, census.gov. If you can't trace the number, don't use it.

Some examples

• AI-invented stats often round to nice numbers — 75%, 80%, 90%.
• Pew Research, BLS, and CDC publish raw data free online.
• Ask AI: 'What's the source URL for that statistic?' then check it.
• If the URL is dead or vague, the stat is suspect.

Try it!

Ask AI for a statistic about screen time and teens. Now ask for the source URL. Open the URL. About 50% of the time it's broken or doesn't say what AI claimed.

Stats class scares people away from real analysis, but you only need 4 ideas — mean, median, outliers, and confidence intervals — to write a defensible result. AI tutors you through them in 20 minutes.

Some examples

• Ask Claude to explain the difference between mean and median using your actual data.
• Ask ChatGPT to spot outliers in your CSV and tell you whether to keep or drop them.
• Ask Gemini to compute confidence intervals so you can say 'we are 95% sure' instead of guessing.
• Ask Perplexity for free Google Sheets formulas that do all four in one cell.

Try it!

Paste your survey data into Claude. Ask it to compute mean, median, and flag outliers. Write one sentence about what it found.