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  1. proslijedio/la je Tweet
    30. sij

    Used the data from to look at the impact of the Astros' trash can banging in '17. I applied run values above outs to pitch outcomes (ball, strike, HBP, 1B, 2B, 3B, HR, out) and compared pitches with and w/out bangs. Here's the difference by batter at the PA level

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  2. proslijedio/la je Tweet
    30. sij

    Thousands of words have been written about the Astros and sign stealing. But little has been done about Astros fans themselves. So I really enjoyed talking to about not only his research, but also about how the scandal has impacted his fandom.

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    Using the data on trash can bangs assembled by , I took a look at how the Astros did when they were receiving signals. Short answer: the banging alone doesn't seem to have helped them. Long answer: it all depends on whether the signal was accurate

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  4. 30. sij

    I believe you would need a formula for an at-bat to determine if there were signals being given, but that's beyond the scope of what I intended to do. I provided the data so someone smarter than me can work through that.

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  5. 30. sij

    To those saying I didn't log the silence and silence indicated a fastball. On the pitches where there were no bangs, there was silence. So, in a sense, they are logged. But I don't know what you can assume from that. They weren't all fastballs.

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  6. proslijedio/la je Tweet
    29. sij

    This is cool. Running through some of this data in the thread below

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  7. proslijedio/la je Tweet
    29. sij
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  8. 29. sij

    The data for every pitch is available in Excel and CSV formats.

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  9. 29. sij

    You can click on any of the games in the list to get details about each pitch. You can even play the audio and hear the bangs for yourself or follow the link to view the pitch on YouTube.

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  10. 29. sij

    Astros players trashcan bangs. See all the data at .

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  11. 29. sij

    Josh Reddick’s trashcan bangs vs the team total. He had 28 bangs on 725 pitches (3.9%).

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  12. 29. sij

    Brian McCann’s trashcan bangs vs the team total. He had 45 bangs on 507 pitches (8.9%).

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  13. 29. sij

    Evan Gattis’s trashcan bangs vs the team total. He had 71 bangs on 427 pitches (16.6%).

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  14. 29. sij

    Jake Marisnick’s trashcan bangs vs the team total. He had 83 bangs on 364 pitches (22.8%).

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  15. 29. sij

    Yuli Gurriel’s trashcan bangs vs the team total. He had 120 bangs on 670 pitches (17.9%).

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  16. 29. sij

    Marwin Gonzalez’s trashcan bangs vs the team total. He had 147 bangs on 776 pitches (18.9%).

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  17. 29. sij

    Carlos Correa’s trashcan bangs vs the team total. He had 97 bangs on 594 pitches (16.3%).

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  18. 29. sij

    Alex Bregman’s trashcan bangs vs the team total. He had 133 bangs on 800 pitches (16.6%).

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  19. 29. sij

    George Springer’s trashcan bangs vs the team total. He had 139 bangs on 933 pitches (14.9%).

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  20. 29. sij

    Jose Altuve’s trashcan bangs vs the team total. He had 24 bangs on 866 pitches (2.8%).

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