WHY DOES IT LOOK LIKE THAT?????????

So, I was finally working on my last graph, the one that predicts future temperature anomalies for a city or country.

I built the model, generated the predictions… and this is what I got. (the graph with almost a straight line)

Honestly, I was disappointed. I expected something that looked more like a “prediction,” not just a line.

So, I tried connecting the future with the historical data, changed a few things, and even wondered if I had done Polynomial Regression completely wrong.

Turns out… the model wasn’t the problem.

Regression doesn’t make random ups and downs, it simply learns the overall trend from the historical data and continues it into the future.

In the end, I stopped trying to make the graph look dramatic and focused on making it accurate instead.

What do you all think of this graph??

This is the end of devlog #4 

See you all in devlog #5
Byeeeee