Alright, so yesterday I was messing around, trying to see if I could predict the Hawks vs. Raptors game. Here’s how it went down.

First things first, I gathered my ammo – stats. I hopped onto a couple of sports websites, you know, the usual suspects. I pulled down data on both teams: their recent game scores, player stats (points, rebounds, assists), shooting percentages, and all that jazz. Basically, anything that could give me a clue.
Next up, I eyeballed the data. No fancy coding or anything at this point. Just looking for trends. Were the Hawks on a winning streak? Was someone on the Raptors having a career season? Did either team have a bunch of injuries? All the qualitative stuff before diving into numbers.
Then, I tried to factor in the “intangibles.” Home court advantage for the Raptors? Possible key player match-ups – like, how would the Hawks’ star guard do against the Raptors’ best defender? Who was more rested after travel? This is where it gets less scientific and more like a gut feeling, but still important.
After that, I mentally ran a few “simulations.” I’d play out scenarios in my head – like, “If the Hawks get hot from three early, they could pull ahead…” or “If the Raptors control the boards, they’ll grind out a win.” Just trying to see different potential outcomes.
Finally, based on all that, I made my call. I figured the Raptors would edge it out, mostly due to their home court and slightly better defense. I was thinking something like 110-105. I even put a little wager on it with my buddy (small stakes, just for fun!).

The Actual Game: Well, it was closer than I thought! The Hawks came out firing, but the Raptors clawed back in the second half. It was a nail-biter right down to the wire.
The Result: Raptors won! But the score was way off – something like 118-114. Still, I got the winner right!
Lessons Learned: Stats are great, but basketball is unpredictable. Don’t overthink it. And maybe I need to factor in how hungry each team is for the win next time.
- Gathered Stats: Points, rebounds, assists, shooting percentages.
- Eyeballed Data: Looked for trends and injuries.
- Factored Intangibles: Home court, matchups, rest.
- Ran Simulations: Imagined different game scenarios.
- Made Prediction: Raptors win! (Close, but correct)
Final Thoughts
Predicting games is tough, but it’s a fun way to engage with the sport. Plus, bragging rights are always nice. I’ll keep tweaking my “method” and see if I can get even closer next time. Maybe I should start using actual statistical models instead of winging it!