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Case study - sports analytics #164

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rgommers opened this issue Feb 15, 2020 · 4 comments
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Case study - sports analytics #164

rgommers opened this issue Feb 15, 2020 · 4 comments
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@rgommers
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Follow-up to gh-82. The proposed case study by @shaloo is:

Sports analytics ( I noticed that NumPy was used in data analytics in IPL - a big time cricket tournament($$$) in India and SE Asia. See https://gigadom.in/2018/10/28/introducing-cricpya-python-package-to-analyze-performances-of-cricketrs/ May be similar data can be obtained from other sports that use NumPy for athlete performance analysis or play/game analysis and some quotes from say ESPN(!!!? unless this is not as big a deal as the scientific use cases...) on NumPy usage).

The tile for it on the front page including an image is already designed in gh-159 and will be merged soon.

@shaloo shaloo self-assigned this Feb 18, 2020
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shaloo commented Feb 18, 2020

Initiated some email conversations with a couple of folks who have published studies on Cricket Analytics (that uses NumPy, Pandas etc.). Working on the outline in Google docs. Once I have substantial information, will put it together in the Hugo case studies format. Fyi.

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shaloo commented Mar 2, 2020

Here is the first draft. Haven't heard from some of the paper authors referenced in this case study about details. So far all this data is based on public info mentioned in Google doc references.

I'm facing some git PR issues (more commits show up older ones, instead of only the ones for this case study - trying to sync up my fork/branch). Meanwhile here is sneak peak:

Here is how the tiles page looks with updates:

Screenshot 2020-03-02 at 5 32 56 PM

Screenshot 2020-03-02 at 5 36 00 PM

Screenshot 2020-03-02 at 5 36 09 PM

Screenshot 2020-03-02 at 5 36 16 PM

Screenshot 2020-03-02 at 5 36 22 PM

Screenshot 2020-03-02 at 5 36 29 PM

Screenshot 2020-03-02 at 5 36 35 PM

@rgommers
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Haven't heard from some of the paper authors referenced in this case study about details.

Ah that answers one of my questions from the PR, sounds like you contacted them and are waiting for replies.

shaloo added a commit to shaloo/numpy.org that referenced this issue Mar 29, 2020
rgommers pushed a commit to shaloo/numpy.org that referenced this issue Mar 30, 2020
shaloo added a commit to shaloo/numpy.org that referenced this issue Apr 23, 2020
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This was merged, closing. Thanks @shaloo.

Would still be nice to find a more substantial package/user, but we don't need to keep this issue open for it.

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