Alright, so today I’m gonna walk you through my little experiment with predicting the outcome of the Athletic Club vs. Alavés match. Nothing too fancy, just a bit of data crunching and gut feeling mixed in.

First things first, I grabbed some data. We’re talking historical match results, recent form, player stats – the whole shebang. I usually hit up sites like ESPN and some other sports data aggregators. I wanted to see how both teams have been performing, who’s been scoring, who’s been slacking, that kinda stuff.
Then comes the fun part: cleaning up the data. This always takes longer than you think. Getting rid of errors, standardizing formats, making sure everything’s apples to apples. I use a simple spreadsheet program for this, nothing too complicated.
After that, I started looking for patterns. Who’s better at home? Who struggles against a particular formation? Head-to-head records are important, of course. Are there any key injuries or suspensions that could sway things? I try to visualize it with some basic charts, just to get a clearer picture.
Now, I don’t rely solely on numbers. I also factor in what I call the “intangibles.” The team’s morale, any recent controversies, the weather on game day – all these things can have a subtle impact. I read some sports news, listened to some podcasts, just trying to get a feel for the overall atmosphere surrounding both clubs.
After all that digging, I made my prediction: I thought Athletic Club would win, but it would be a close one, probably 2-1. My reasoning was that they were playing at home and had a slightly better recent record. But I knew Alavés wouldn’t go down without a fight.

So, the game finally happened. And guess what? Athletic Club won! But the score was 2-0. I got the winner right, but missed the exact score. Still, not bad for a bit of amateur sleuthing, right?
What did I learn? Well, data is helpful, but it’s not everything. Sometimes, those “intangibles” really do matter. And sometimes, the game just throws you a curveball. I’ll keep tweaking my process, keep learning, and hopefully get even better at predicting these things. It’s all about the fun of the game, right?