Random sports data
NFL
MLB mlbmilestraveledwins
Analyze miles traveled and correlation; if any, on team wins
Utilize link; copy/paste into excel and clean and add data (team wins); analyze with python code in jupyter notebook
https://baseballsavant.mlb.com/visuals/map
Is there a relationship between team miles traveled and team wins? [2023 stats] There is a negative correlation for team miles traveled and team wins. The statistic holds true for 2024 season. It is important to state that it is not statistically significant though as determined by the p value. Average Miles Traveled: 35820.7
2023 hitting and pitching correlation to team wins MLB data
2023 pitching data ~ correlation to team wins (enter in stat to predict team wins ~ may need to adjust for whole season stat)
{'ERA': 'Wins = -20.0289 * ERA + 167.7118', 'H': 'Wins = -0.1045 * H + 223.2310', 'R': 'Wins = -0.1309 * R + 178.8654', 'HR': 'Wins = -0.3397 * HR + 147.4403', 'BB': 'Wins = -0.1260 * BB + 147.4626', 'SO': 'Wins = 0.0833 * SO + -35.1801', 'WHIP': 'Wins = -103.9904 * WHIP + 217.9206', 'AVG': 'Wins = -671.4794 * AVG + 247.6836'}
'Wins = 68.6358 + (17.4315 * ERA) + (0.3634 * H) + (-0.1427 * R) + (0.0237 * HR) + (0.4462 * BB) + (0.0164 * SO) + (-698.9669 * WHIP) + (831.6931 * AVG)'
PGA
Does driving distance and GIR have correlation to money? Yes, both are statistically significant, although they have poor Rsquared values which indicate there are other unaccounted for variables that matter
2023 PGA stats Projected earnings: y = -38219636.50239329 + 88813.22366155143 * driving_distance + 21550358.2135884 * greens_in_regulation
NHL stats
Rookie playoff stats 2023
Correlation of points to any variable (interesting that shots was more correlated to points than goals!)
Nascar
6.18.2024
LIV Golf
