Qu Sports
  • Home
  • Baseball
  • Basketball
  • Esports
  • Football
  • Golf
  • MMA
  • NFL
  • Tennis
  • WWE
Sunday, July 6, 2025
No Result
View All Result
  • Home
  • Baseball
  • Basketball
  • Esports
  • Football
  • Golf
  • MMA
  • NFL
  • Tennis
  • WWE
No Result
View All Result
Qu Sports
No Result
View All Result
Home Baseball

Do Corey Seager projections indicate improvement for next season? Lets analyze his potential and expected stats.

admin@cpwss2d by admin@cpwss2d
04/11/2025
in Baseball
0
Do Corey Seager projections indicate improvement for next season? Lets analyze his potential and expected stats.
0
SHARES
2
VIEWS
Share on FacebookShare on Twitter

Okay, here’s my blog post about my Corey Seager projections project. Hope it’s useful, or at least mildly entertaining!

Do Corey Seager projections indicate improvement for next season? Lets analyze his potential and expected stats.

Diving into Corey Seager Projections: My Baseball Data Adventure

Alright, so I’ve been messing around with baseball data again. This time, I wanted to take a crack at projecting Corey Seager’s performance for the upcoming season. I’m no professional statistician, just a guy who likes baseball and playing around with numbers, so keep that in mind.

First, I grabbed a bunch of historical data. Like, a ton of it. I downloaded all of Seager’s stats from the past few years – plate appearances, home runs, batting average, you name it. I mostly used Baseball-Reference and Fangraphs for this. They’re usually my go-to spots.

Then came the fun part: cleaning the data. Oh man, this always takes way longer than I expect. There were missing values, weird formatting issues, and just general inconsistencies. I used Python with Pandas to wrangle everything into shape. Lots of fillna() and astype() calls, believe me. I pretty much spent a whole evening just getting the data ready to go.

Next up, I decided on what stats I thought were most important. I focused on things like:

  • Walk Rate
  • Strikeout Rate
  • ISO (Isolated Power)
  • BABIP (Batting Average on Balls in Play)

These seemed like good indicators of his underlying skill and potential for future performance. I figured those would give me a better idea than just looking at his batting average.

Do Corey Seager projections indicate improvement for next season? Lets analyze his potential and expected stats.

Now, for the actual projection part! I started with a simple weighted average. I gave more weight to the most recent seasons, assuming they were more representative of his current abilities. I played around with different weighting schemes to see what looked the most reasonable. I used a bit of gut feeling too, I won’t lie.

Then, I tried something a bit fancier: a linear regression model. I threw the historical data into Scikit-learn and trained a model to predict his future performance based on the key stats I picked out earlier. I split the data into training and testing sets to get an idea of how well the model was performing. The R-squared wasn’t amazing, but it was good enough for a starting point.

After that, I looked at some publicly available projection systems, like ZiPS and Steamer, to see how my numbers compared. It’s always good to see what the “pros” are thinking. Turns out, my projections were pretty close to theirs, which was encouraging. Maybe I’m not totally clueless! There were some differences, though, and I tried to figure out why. Maybe I was being too optimistic about his BABIP, or maybe the public models were underestimating his power potential.

Finally, I combined everything into a single projection. I averaged my weighted average projection with the linear regression projection, and then adjusted it slightly based on what I learned from comparing it to the public models. I ended up with a range of potential outcomes for Seager’s upcoming season. It’s not perfect, of course, but it’s a decent starting point.

Do Corey Seager projections indicate improvement for next season? Lets analyze his potential and expected stats.

So, what did I learn? Well, I relearned that data cleaning is a pain. I also got a better understanding of how projection systems work, even the simple ones. And most importantly, I had fun! It’s a cool way to combine my love of baseball with my interest in data analysis. I’ll keep tweaking the models as the season goes on, and see how well my projections hold up. Probably not very well, but that’s part of the fun, right?

Anyway, that’s my little baseball data adventure. Hope you found it interesting! Now I’m going to go watch a game.

Previous Post

Lying Down Crossword: Tips and Tricks to Solve It Fast

Next Post

What is the answer for the send as payment crossword puzzle? Discover likely solutions right here.

Next Post
What is the answer for the send as payment crossword puzzle? Discover likely solutions right here.

What is the answer for the send as payment crossword puzzle? Discover likely solutions right here.

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Heres a Handy Guide to All MLB Teams in Alphabetical Order For You

Heres a Handy Guide to All MLB Teams in Alphabetical Order For You

02/03/2025
Who is better in the james harden vs russell westbrook comparison? Analyzing their career stats and impact simply explained.

Who is better in the james harden vs russell westbrook comparison? Analyzing their career stats and impact simply explained.

03/29/2025
Cyberpunk 2.0 on PS4: Will the Update Come to Last-Gen Consoles?

Cyberpunk 2.0 on PS4: Will the Update Come to Last-Gen Consoles?

12/21/2024
Where to buy PGA pants? This guide will help you make a decision!

Where to buy PGA pants? This guide will help you make a decision!

01/07/2025
Paul Skenes: Christian Faith and His Journey to the MLB

Paul Skenes: Christian Faith and His Journey to the MLB

11/08/2024
Jey Usos Impact on The Usos: A Legacy of Excellence in WWE Wrestling

Jey Usos Impact on The Usos: A Legacy of Excellence in WWE Wrestling

11/08/2024
Braun Strowmans best matches, here is a list of the must-watch matches.

Braun Strowmans best matches, here is a list of the must-watch matches.

01/05/2025

Klay Thompson Parents: Everything You Want to Know Their Background

02/08/2025

Best Players Who Played for Royals and Orioles.

03/21/2025

Brooke Fleetwood Net Worth: Easy Guide to Understanding Her Finances.

02/08/2025

How to Get RTTS Program Stars (Tips and Tricks for Road to the Show Players)

12/20/2024

hsr codes 2.4 Explained! (Easy Tips for Understanding Updates)

03/20/2025

Texas A&M Athletic Director Salary: Get the inside scoop!

01/04/2025

Champkey Golf Grips Reviews: Real Users Share Their Experience!

01/28/2025

Latest Iga Świątek Prediction: Can She Keep Her Winning Streak?

03/21/2025

Conor McGregor in Popeye Movie? What We Know So Far

12/28/2024
Qu Sports

We bring you the best Premium WordPress Themes that perfect for news, magazine, personal blog, etc. Check our landing page for details.

Categories

  • Baseball
  • Basketball
  • Esports
  • Football
  • Golf
  • MMA
  • NFL
  • Tennis
  • WWE

Recent News

Yankees Wearing Teal: The Story Behind Why Are The Yankees Wearing Teal Today

Yankees Wearing Teal: The Story Behind Why Are The Yankees Wearing Teal Today

04/17/2025
Frogan Racist Controversy: Whats All the Buzz About?

Frogan Racist Controversy: Whats All the Buzz About?

04/17/2025

© 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.

No Result
View All Result
  • Home
  • Baseball
  • Basketball
  • Esports
  • Football
  • Golf
  • MMA
  • NFL
  • Tennis
  • WWE

© 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.