NHL goalies save percentage by goal differential

This page summarizes the projects mentioned and recommended in the original post on /r/hockey
nhl Statistics hockey hockey-stats Python3

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  • nhlstats

    Thin wrapper library/CLI for accessing the NHL Live API.

    • I used the nhlstats tool to download play-by-play and shift data for the current NHL season, and then loaded it into a PostgreSQL database. 99% of the analysis was done using postgres queries, though I did use a little bit of pandas / Seaborn to create charts because of how intertwined those ecosystems are. The queries are relatively complex so I won't break them down here unless there is great demand, but I am planning to release the code to download & process the data once I have it cleaned up a bit.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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