[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![iMATTHEWRYAN Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::25370687.png) mATTHEW rYAN [@iMATTHEWRYAN](/creator/twitter/iMATTHEWRYAN) on x 2509 followers
Created: 2025-07-24 20:52:43 UTC

this graph shows how real users’ social media activity follows a natural power-law curve: most people post rarely, a few post a lot. 

bot accounts break this pattern with unnatural spikes at low and high activity, revealing themselves as outliers

![](https://pbs.twimg.com/media/GwpqKnCW0AA6z08.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948486523965358303/c:line.svg)

**Related Topics**
[spikes](/topic/spikes)

[Post Link](https://x.com/iMATTHEWRYAN/status/1948486523965358303)