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This is a little project I've been meaning to get off the ground, I wanted to put together a little script to aggregate stats from all levels at the end of each week. I decided to start with the pitching stats and finished some code on SP high level stats. I have probably another dozen or so planned scripts including a bunch on play-by-play and statcast data (available for MLB & AAA). Each week I'll probably roll out some more "sections ", hopefully the HTML formats well in here and if anyone has any suggestions/comments/requests please et me know (and please check my math!). White Sox Weekly Stats - Week of 2025-04-14 to 2025-04-20 Chicago White Sox - Pitcher Stats: SP name role g ip h r er bb k hr p s era k/9 bb/9 s-% Burke, S SP 2 8.10 11 9 6 5 7 3 163 98 6.48 7.56 5.40 60.12% Martin SP 1 5.10 8 4 4 1 3 2 90 60 7.20 5.40 1.80 66.67% Smith, S SP 1 4.20 4 3 3 1 3 1 73 45 5.79 5.79 1.93 61.64% Cannon SP 1 4.10 3 0 0 2 4 0 88 52 0.00 9.00 4.50 59.09% Pérez, M SP 1 3.00 5 4 4 2 0 1 52 34 12.00 0.00 6.00 65.38% Charlotte Knights - Pitcher Stats: SP name role g ip h r er bb k hr p s era k/9 bb/9 s-% Dunn SP 1 6.00 3 0 0 2 4 0 81 46 0.00 6.00 3.00 56.79% White SP 1 5.00 9 7 7 1 6 2 93 63 12.60 10.80 1.80 67.74% Nastrini SP 1 4.00 7 5 4 1 3 2 85 50 9.00 6.75 2.25 58.82% Iriarte SP 1 4.00 5 4 4 3 5 2 84 45 9.00 11.25 6.75 53.57% Rodriguez, C SP 2 3.20 9 10 10 4 3 4 105 60 24.55 7.36 9.82 57.14% Birmingham Barons - Pitcher Stats: SP name role g ip h r er bb k hr p s era k/9 bb/9 s-% González, W SP 2 9.00 7 3 3 7 12 0 158 98 3.00 12.00 7.00 62.03% Smith, H SP 1 5.00 3 1 1 0 5 1 65 46 1.80 9.00 0.00 70.77% Schultz SP 1 3.20 6 3 3 5 2 0 82 50 7.36 4.91 12.27 60.98% Taylor, G SP 1 2.10 2 2 1 4 5 0 59 32 3.86 19.29 15.43 54.24% Gowens SP 1 0.20 4 4 4 3 0 1 35 15 54.01 0.00 40.50 42.86% Winston-Salem Dash - Pitcher Stats: SP name role g ip h r er bb k hr p s era k/9 bb/9 s-% Keener SP 2 7.20 12 9 9 2 8 2 158 101 11.05 9.82 2.45 63.92% Gordon SP 1 6.00 1 0 0 2 9 0 84 48 0.00 13.50 3.00 57.14% Murphy SP 1 5.00 2 2 2 2 3 1 64 41 3.60 5.40 3.60 64.06% McDougal SP 1 4.20 2 1 0 4 7 0 84 50 0.00 13.50 7.71 59.52% Bockenstedt SP 1 4.20 3 4 4 4 5 0 82 46 7.71 9.64 7.71 56.10% Kannapolis Cannon Ballers - Pitcher Stats: SP name role g ip h r er bb k hr p s era k/9 bb/9 s-% Pinto SP 1 6.00 5 3 2 1 6 0 72 49 3.00 9.00 1.50 68.06% Reyes SP 1 5.00 6 3 3 1 4 2 71 50 5.40 7.20 1.80 70.42% Brizuela SP 1 4.10 4 1 1 1 5 1 66 48 2.25 11.25 2.25 72.73% Sinibaldi SP 1 4.00 3 1 1 0 4 1 53 38 2.25 9.00 0.00 71.70% Oppor SP 1 3.20 6 4 4 0 6 0 73 50 9.82 14.73 0.00 68.49% Rodriguez, Ga SP 1 2.20 3 5 3 4 3 0 65 33 10.13 10.13 13.50 50.77%