[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.]

![mdancho84 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::815555071517872128.png) 🔥 Matt Dancho (Business Science) 🔥 [@mdancho84](/creator/twitter/mdancho84) on x 82.3K followers
Created: 2025-07-26 11:39:40 UTC

X. Evaluation: 

Each PCA component accounts for a certain amount of the total variance in a dataset. The cumulative proportion of variance explained is just the cumulative sum of each PCA's variance explained. Often this is plotted on a Scree plot with Top N PCA components.

![](https://pbs.twimg.com/media/Gwx-w8FXIAA_kpq.png)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949072120736067878/c:line.svg)

[Post Link](https://x.com/mdancho84/status/1949072120736067878)