Watching a town hall in Akron taught me to never trust a round number again
Last month I sat through a city council meeting in Akron about a new park levy, and the slide deck kept flashing this stat saying 87 percent of residents support it. Something felt off, so afterward I pulled the actual survey PDF from the city website. The sample was 214 people, and 63 of them came from one neighborhood Facebook group the council member runs. That 87 number fell apart fast once I dug into who actually answered. Then a buddy sent me a viral tweet last week claiming 9 out of 10 small businesses fail in their first year, and I ran the source down to a single insurance company blog post with no study behind it at all. Now I open the original PDF on anything with a percent sign in it, and it takes like 4 minutes. Has anyone found a fast way to spot sample size tricks before you get halfway through a claim?