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ビックデータとPythonではじめる野球の統計分析(α)
This document summarizes Shinichi Nakagawa's presentation on analyzing baseball data with Python. It introduces Shinichi as a Python developer and baseball analyst. It then discusses how he uses the Python pitchpx library and Jupyter notebooks to analyze pitching data downloaded from MLB.com using pandas and matplotlib. Finally, it provides Shinichi's contact information for anyone interested in Python or baseball data analysis projects.
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ビックデータとPythonではじめる野球の統計分析(α)
- 1. Python (α ) AnalyzingBaseball Data With Python Shinichi Nakagawa@shinyorke(visasQ inc.)
- 2. Who am I? •Shinichi Nakagawa(@shinyorke) ※ • Pythonista/Agile & Scrum & Kansan coach/Baseball Analyst • visasQ( ) Python Engineer/Scrum Master ※ ( ) • /Oakland Athletics . • .
- 3. Starting Member • MLBHack • MLB Python Hack pitchpx Jupyter + pandas + matplotlib • • PyCon JP 2016 CfP
- 4. Hack! Python PyCon JP2015 http://www.slideshare.net/shinyorke/hackpython-pyconjp
- 5. Hack! Python PyCon JP2015 http://www.slideshare.net/shinyorke/hackpython-pyconjp
- 6. Hack! Python PyCon JP2015 http://www.slideshare.net/shinyorke/hackpython-pyconjp
- 7. Hack! • etc… • • () • … •
- 8. MLB at BATMLB • MLB • PC Apple TV • MLB.TV •
- 9. Analyzing Baseball Datawith R • MLB Retrosheet , MLB at BAT • R • pitchRx R at BAT &
- 10. “ pitchRx R at BAT & ”
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- 12. pitchpx - GettingMLB dataset • MLB at BAT & CSV Python . • pitchRx(R) . • . • Python 3.3.x • PyPI
- 13. $ # Python3.3 ( Python 3.4 ) $ pip install pitchpx $ # 2015/8/1-8/12 $ pitchpx -s 20150801 -e 20150812 -o .
- 14. • - (2015/8/12) • etc… • pitchpx pandas matplotlib(&seaborn) & • Jupyter notebook(Python 3.5.1)
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- 21. Python (ja) & @a_macbeeLT ( ). https://pycon.jp/2016/ja/proposals/vote/16/
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