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Posts by Maddy wnbadata

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Does Winning the Opening Tip Move Win Probability in NCAA WBB? What almost 4,500 games say about a play that’s over in a blink

Perri Page and Columbia have won 23 straight opening tips ahead of today's Ivy Madness semifinals, per Columbia Athletics.

@herhoopstats.com's @wnbadata.bsky.social finds that teams that win the tip are slightly more likely than their pregame odds suggest to win the game. #NCAAWBB

1 month ago 5 3 0 0
WBB Bracket Matrix

I was looking for a WBB version of BracketMatrix and couldn't find any, so I fired up Codex and made one myself. (It’ll update every few hours until Selection Sunday, but not much will change now.) I'll plan to host it properly next season, but for now it’s here: whitakk.github.io/wbb-bracket-...

1 month ago 11 5 0 2

might turn this into a little series of “creator diaries” for women’s hoops stats content, what parts of the process would you want to see next?

2 months ago 3 0 0 1
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How I Turned the StudBudz Into a Data Story Behind the scenes of my Unrivaled 1‐on‐1 video, from spreadsheet to scatterplot to TikTok

Today’s newsletter is a behind‑the‑scenes of my StudBudz Unrivaled 1‑on‑1 video.

Picking the hook, logging the games, deciding what not to explain on screen, and how I use stats without losing the fun.

link: wnbadata.beehiiv.com/p/how-i-turn...

2 months ago 5 0 1 0
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my chart 😮

2 months ago 3 0 0 0
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Instagram Create an account or log in to Instagram - Share what you're into with the people who get you.

my video :) www.instagram.com/p/DUeLxUMkjaN/

2 months ago 0 0 0 0
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Ranking the Top Lineups in Unrivaled for the 2026 Season Unrivaled provides a clean laboratory for measuring the successes—and failures—of certain lineups. Unlike its five-on-five counterpart, three-on-three basketbal

i loved this Unrivaled lineup deep dive by Dan Falkenheim at Sports Illustrated, so I turned his rankings into a chart + quick explainer video ⬇️ www.si.com/ranking-top-...

2 months ago 6 2 2 0
list of the 11 3Q comebacks in unrivaled history through jan 2026

list of the 11 3Q comebacks in unrivaled history through jan 2026

I love @unrivaledwbb.bsky.social Elam Ending, but it hasn’t felt like a lot of comebacks, so I checked:

11 of 79 games are 3Q comebacks (~14%)
WNBA 2016–2025 ~15.9% have 3Q comeback

small samples, but I kinda expected the 11 point target to increase comeback wins, not stay around WNBA levels!

2 months ago 8 1 1 0
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NBA Fans! The
@joinoffside.bsky.social
beta is available now!!

- Stat comparisons
- Video content/breakdowns from fans/analysts of the team
-Much, much more!

Would appreciate all feedback as we're trying to make the best product possible.

Download the IOS beta here:
offside.gg/beta

2 months ago 57 10 4 0
me doing math on TikTok and then me doing math on a whiteboard!

me doing math on TikTok and then me doing math on a whiteboard!

I explain WNBA data to 13K+ people on TikTok. Then I taught it in a college classroom.

Here's what surprised me about teaching sports analytics (and why communication matters more than code)
wnbadata.beehiiv.com/p/hot-take-t...

3 months ago 12 1 0 0
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i turned my wnba tiktok into a college course this summer

taught 21 students at UW how to turn sports data into stories people actually care about. we went to a Storm game, learned data viz, and they made their own explainer videos

wrote about the whole thing: wnbadata.beehiiv.com/p/i-turned-m...

3 months ago 7 1 0 1
tabby cat sniffing the computer keyboard

tabby cat sniffing the computer keyboard

screenshot of preview of article "I turned my WNBA TikTok into a college course"

screenshot of preview of article "I turned my WNBA TikTok into a college course"

just finished scheduling tomorrow’s blog post, subscribe to get it in your inbox in the morning! wnbadata.beehiiv.com

3 months ago 5 0 1 0
an old CRT computer monitor with the article "no one is wearing 67" on it with other TVs playing a basketball game in the background

an old CRT computer monitor with the article "no one is wearing 67" on it with other TVs playing a basketball game in the background

I'm back with my latest data-driven wbb article: No one is wearing 67 (and other jersey number crimes)

read it here! wnbadata.beehiiv.com/p/no-one-is-...
#ncaawbb #collegebasketball

3 months ago 13 0 0 0
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they could never make me gatekeep vintage #wnba #eBay

3 months ago 11 1 0 0
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Using Empirical Bayes to Win Unrivaled's $50K Free Throw Challenge Dive into the statistical strategy behind Unrivaled's $50K Free Throw Challenge, using Empirical Bayes to predict the most likely winner in this data-driven basketball analysis.

🏀 my second-ever newsletter is here! let's use data and statistics to win Unrivaled's free throw challenge 😈 wnbadata.beehiiv.com/p/using-empi... #unrivaled #unrivaledwbb

4 months ago 2 0 0 0
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GitHub - iDoScienc/wnba_fouls_by_ref Contribute to iDoScienc/wnba_fouls_by_ref development by creating an account on GitHub.

fans of referee data your time is now! someone (not me) scraped foul calls by ref in 2025 and was nice enough to share it on github
github.com/iDoScienc/wn...
#wnba #data

4 months ago 12 2 0 0
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Maddy's First Data Dump! I'm still trying to figure this out

🚨 Hey everyone! I just published my first-ever newsletter to accompany my wnbadata TikToks 😈

Expect more data visualizations and tangents from my "research" in the future, and let me know what you want to see!

Check it out and subscribe (free!) here wnbadata.beehiiv.com/p/maddy-s-fi... #wnba #data

4 months ago 7 0 0 0
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Maddy wnbadata on Instagram: "🛩️ this started as a Seattle Storm investigation, and turned into a Minnesota Lynx conspiracy 🤔 where are the Lynx promos? #seattlestorm #wnba" The Seattle Storm and Minnesota Lynx promo conspiracy is a hot topic among WNBA fans. In this post, we'll explore the details of Intrepid Travel's ultimate adventure giveaway and examine the attendanc...

can any Lynx fans tell me if they do giveaways based on in-game events, like missed free throws?

this is part 4 of my wnba investigations, the most suspicious thing so far being how good the Lynx are at hitting requirements for giveaways that don’t apply to them

www.instagram.com/reel/DR-ztOV...

4 months ago 2 0 0 0
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30% OFF THE SITE (some exclusions apply)

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4 months ago 14 2 0 26
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my junk journal for the @homefield.bsky.social black friday sale 😏 www.homefieldapparel.com?rfsn=7443818...

4 months ago 3 0 0 0
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ALL THREE SEATTLE STORM FANS TO THE FRONT 😀

We did our 2025 Seattle Storm recap with everybody’s favorite data knower, Maddy aka @wnbadata.bsky.social !

Tune as we talk about the future of Seattle!

5 months ago 2 2 1 0
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Cathy Engelbert can fix the WNBA CBA with this one simple trick!!!

@wnbadata.bsky.social

5 months ago 19 3 1 0
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How Becky Hammon switched up the Aces’ defensive strategy to help them win the championship 🏆

@wnbadata.bsky.social

6 months ago 11 2 0 0
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another banger for suzanne! #suebird #jewellloyd #wnbaplayoffs

6 months ago 4 0 0 0
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The Aces really won it all 🏆

@wnbadata.bsky.social puts their weird championship season into context!

6 months ago 9 2 0 0
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@wnbadata.bsky.social on how huge free throws were in Game 3 of the WNBA Finals.

Tough for the Mercury 😬

6 months ago 5 4 0 0
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Breaking down WNBA Finals Game 1 through code 👀 @wnbadata.bsky.social

How great are the Mercury in the fourth quarter?

Is the Aces' new bench strategy working?

Should Alyssa Thomas have made those free throws (statistically)?

6 months ago 6 1 0 0
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Napheesa Collier called out the WNBA’s lack of transparency in her strong statement.

@wnbadata.bsky.social proves that the inconsistent ref data is definitely shady.

What are they hiding?

6 months ago 18 3 1 1
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Was the Mercury’s 20-point comeback vs. the Lynx really the 3rd-largest in WNBA playoff history?? Who are first and second??? Why doesn’t Google have the answer??????

@wnbadata.bsky.social had to investigate.

6 months ago 8 1 0 0
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Can you predict who makes or even wins the WNBA playoffs by looking at bench production?

@wnbadata.bsky.social breaks it down.

6 months ago 10 4 0 0