open-data VS nba-movement-data

You can check statsbomb open data but you will to preprocess it from json to sql. They have great course and articles about analyzing the data. Another good reading is awasome-football . They provide list of resources to get data. But the most comprehensive and recommended resources eddwebster's guide. He worked for city football group and his repository updated frequently.

I tried visualising Enzo's progressive passes in each of his world cup matches. I used the data available on StatsBomb for this.

https://www.football-data.org/coverage https://datahub.io/collections/football https://github.com/statsbomb/open-data https://www.kaggle.com/datasets/hugomathien/soccer https://www.kaggle.com/datasets/martj42/international-football-results-from-1872-to-2017 https://www.kaggle.com/datasets/secareanualin/football-events https://www.kaggle.com/datasets/adityadesai13/european-football-database-20192020 https://www.kaggle.com/datasets/vivovinco/20212022-football-player-stats https://www.kaggle.com/datasets/antoinekrajnc/soccer-players-statistics

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The data source providing all the passes is from StatBomb

If you're familiar with GitHub and JSON then https://github.com/statsbomb/open-data looks decent.

The company StatsBomb, which specializes in football analytics, has made a lot of their data available for public use here: https://github.com/statsbomb/open-data I’ve been playing with it recently and I’ve found it to be pretty great.

Messi has routinely been one of the best performers in European soccer, including his record-breaking 2011-2012 season in the Spanish league (“La Liga”) with Barcelona, where he set the record for most goals in a season. Unfortunately, success with the Argentina national team has frequently eluded him, finishing as a “runner-up” in the World Cup once and in the Copa America 3 times, before finally winning the Copa America in 2021. Critics often point to his difficulties with his national team as a fatal flaw. I was interested in how his scoring opportunities during arguably his best performance at Barcelona compared to his chances made with Argentina. The data suggests that he is regularly shooting from further away from goal when playing with Argentina when compared to his best performance with Barcelona, which could be a result of a number of factors (different team tactics, difficulty getting up the field, increasing age, less familiarity with teammates, etc.). Data: 2011/2012 La Liga season and World Cup 2018 data were collected from the very nice, public datasets provided by StatsBomb at https://github.com/statsbomb/open-data. The World Cup 2014 data was a bit more difficult to find, but was scraped from the Huffington Post . The StatsBomb data has a ton of great stats to dig into, but because the Huffington Post data had less detail, I wasn't able to go into all of it with just this plot.

I think Statsbomb has a free API you can use on Github if you request access. https://github.com/statsbomb/open-data

Ah I see. Yeah I get that. The NBA is somewhat similar. There's a lot of cool public data so it's hard to complain but there's a bunch of even cooler data that's not public. Like the video tracking data which used to be public until the NBA switched the company they employed and now it's private. Some of the data from 2016 was saved but it would be nice if it was up to date

Until like 5 yrs ago the NBA gave public access to SportsVU data that was way beyond what is now public these are some ex of what was available from 2015-16. Im sure ESPN/538 also still has access to this its just more about there's so much you can do with it. When you put it in NBA teams hands with more people and who's jobs are to look at this type of stuff they are going to come up with more ways to use it and more advanced data than just what 538/ESPN can. Ive heard the whole reason they took it down from the public realm was teams weren't happy about how they were paying decent $$ for this type of data that the public could get for free there's alot you can do with it on both ends of the court. Literally just an endless number of things you could analyze with it shot release data of players.

That data was available for a brief time in 2014 or 2015, not sure, and then it was taken down from NBA's API. Thankfully, there is one awesome dude who copied it and it is available on his github. I didn't have time to play with it, so if anyone does have, seeing anything of the stuff above would be AMAZING.