Okay, so I’ve been wanting to dig into the stats from the Seattle Mariners vs. Houston Astros game. I’m a huge baseball fan, and I really wanted to see how the players performed individually.
First, I started by looking up where I could find these stats. I mean, there are tons of sports websites out there, but I needed one that had really detailed game data. After a bit of searching, I found one that looked pretty promising and had all the stats I was looking for. They had everything broken down, batter by batter, pitcher by pitcher.
Once I had my data source, I started pulling the information for the Mariners-Astros game. It was a bit tedious, copying and pasting everything into a spreadsheet. I wish there was a way to automate this, but hey, I do what I gotta do for my analysis. There are some API tools, but I didn’t get them to work for me. It is not easy, you know.
Diving into the Details
I made sure to grab all the key stats, like batting averages, RBIs, home runs, strikeouts, ERAs, and all that good stuff. I wanted the full picture, you know? It took a while, but I finally had all the player data organized in my spreadsheet. That is not easy. And I felt a little dizzy after looking at those numbers for a long time.
With the data all set, I started analyzing it. I was comparing the players’ performances, looking for any interesting patterns or standout moments. I mean, that’s the fun part, right? Seeing who really shined in the game and who maybe had a rough day.
What I Found
- First off, I looked at the batting stats. I found that a couple of players really stood out. I was excited to see who had the most hits, who drove in the most runs, and if anyone smashed a home run.
- Then I moved on to the pitching stats. I paid close attention to things like how many strikeouts each pitcher had, how many runs they allowed, and their overall efficiency.
I spent a good chunk of time just going through all this data, making notes, and highlighting the key takeaways. It’s really cool to see the game broken down like this, player by player. And honestly, it makes watching the game even more enjoyable when you understand what’s happening on a deeper level.
I will continue to keep track of players’ stats. It is really fun. Well, that’s about it for my little data adventure on the Mariners-Astros game. I will do more in the future. Hopefully, next time I can find a way to make the data collection part a bit easier. But even if I don’t, it’s still worth it to get these insights.
