[/QUOTE]Did you see the article that some dude researched his stats and showed that the better the strip clubs in the city he plays in the better he performs statistically?
[QUOTE
I analyzed James Harden's performance in every NBA city to see if there is a correlation between his box score and the city's average strip club rating.
u/AngryCentrist3d
Everyone knows James Harden has a particular affinity for the Canadian ballet, aka strip clubs. After the Rocket's dismal performance in Miami last week, and the city's reputation for high quality tit-shacks, I became increasingly curious to see just how much James Harden's vice affects his game. So here we are, I spent the better part of the week on this, hope y'all enjoy!
Hypothesis: James Harden's box score declines in cities with high quality strip clubs
Test: Analyze James Harden's performance in every NBA city and correlate with those cities' reputation for strip clubs to see if there is any discernible relationship.
Methodology/Steps:
- First I extracted all of James Harden's game logs for the past 4 seasons from Basketball Reference, cleaned up the data a bit (a bunch), and appended it into a single worksheet.
- Next, I filtered out all Home games and all games Harden was inactive or DNP. For the purpose of this analysis we did not look at home games.
- Poor Performances were determined by variances in 6 stats: Points, FG%, 3PT%, FT%, Assists and Turnovers. For each of these stats I compared Harden's overall season average to the city-specific season average. I identified 2 categories of poor performances:
- Sub-Par - Harden performed WORSE than season average, and
- Very Sub-Par - Harden performed 20%+ WORSE than season average.
- I analyzed his poor performances across each of the NBA’s 28 different cities (did not look at home games so no Houston, there are 2 teams in LA, and I distinguished between Brooklyn and NYC = 28 cities).
- City Strip Club Rating was determined by the average google review rating for the first 10 strip clubs in each city based on the google search “[CITY] Strip Clubs” (e.g., “Detroit Strip clubs”). Yes, this did involve me making like 30+ searches for strip clubs on my cpu...
- Finally, I put the City Strip Club Rating into the pivoted game log data, performed a regression analysis and visualized it into charts.
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Too much time on his hands