NBA-Playoffs-vs-Regular-Season-1983-2022 Alternatives

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nba_api

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InfluxDB

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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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NBA-Playoffs-vs-Regular-Season-1983-2022 reviews and mentions

Posts with mentions or reviews of NBA-Playoffs-vs-Regular-Season-1983-2022. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-14.

[OC] How does playoff basketball differ from the regular season? Analyzing team stats over the past 40 seasons
2 projects | /r/nba | 14 Apr 2023

tl;dr Used nba_api to get team stats for 1103 teams starting from the 1983-84 season (data can be found on github here or google sheets here). Made some graphs showing differences in team stats between playoffs and regular season (also split into eras). The major differences: average points and offensive rating go down in the playoffs. Defensive rating goes up. All shooting percentage stats go down. More fouls are called and more free throws attempted. Teams have less turnovers and less total possessions. Assist stats all decrease, so maybe more iso-heavy possessions. Also, an interesting effect of playoff teams in 80s and 90s attempting more 3s in the playoffs vs. regular season compared to teams from 2007-2022.