nflscraPy
Datasets and Scraping Functions for NFL Data (by blnkpagelabs)
nflverse-data
Automated nflverse data repository (by nflverse)
| nflscraPy | nflverse-data | |
|---|---|---|
| 4 | 14 | |
| 14 | 132 | |
| - | 1.5% | |
| 3.5 | 6.7 | |
| 6 months ago | about 1 month ago | |
| Python | R | |
| MIT License | Creative Commons Attribution 4.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
nflscraPy
Posts with mentions or reviews of nflscraPy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-05.
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Data for players on field play-by-play?
nflscraPy has an extensive library of other NFL Game and Player stats that you can download manually.
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PFR snap count calulation
Gamebook PDF Link: https://static.www.nfl.com/gamecenter/70e5ba20-9aaa-11ed-99e5-6b206f74937e.pdf Playtime Percentage Data (and more) can be downloaded in CSV from nflscraPy as well. https://github.com/blnkpagelabs/nflscraPy https://github.com/blnkpagelabs/nflscraPy/releases/tag/SnapCounts
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Is there a database of NFL box score over the past ten years?
You can use the release files in nflscraPy to download a variety of CSVs that might help:
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nflscraPy – Data Scraper and Datasets for the NFL
Inspired by the creators nflscrapR and nflfastR I decided to construct nflscraPy, a collection of functions to scrape NFL Data from Pro Football Reference – and hopefully an expanding number of data sources/sets.
nflverse-data
Posts with mentions or reviews of nflverse-data.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-05.
- EPA stats sites.
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Top-10 highest sack totals on a single QB by a defender
nah, i scraped pbp data going back to 1999 and compiled the data myself
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NFL Teams and "Playing" Rookies
It took way too long for me to find this when I did a similar exercise, but if you ever decide to include snap counts, I'd start here. https://github.com/nflverse/nflverse-data/releases/tag/snap_counts
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2022 NFL Average YAC on Passes Less than or Equal to 2 Yards (Min. 50 Catches)
I just opened up play-by-play data, and while I just looked at regular season data (some of these guys weren't in POs, so it doesn't matter), and only had 6 guys with 50+ catches of 2 or less air yards - including McCaffery, who's not on here. So....I'm a but confused. But whatever, I lowered the requirement to 30 receptions (to include everyone who got mentioned here), and here's the resulting table, sorted by Success Rate on such receptions:
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Data for players on field play-by-play?
PBP participation has exactly what you are looking for.
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[OC] Patrick Mahomes is in a tier of his own compared to all quarterbacks since 2018
It might not be the exact same EPA model, but nflfastR EPA data is free on github: https://github.com/nflverse/nflverse-data/releases/tag/pbp
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Is there a database of NFL box score over the past ten years?
also check out the various other things available here: https://github.com/nflverse/nflverse-data/releases
- [OC] 2022 Punting Graphs
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[OC] You've heard of scorigami. Meet its less exciting cousin: downigami. All combinations of down and distance since 1999.
Check out this repo, I'm pretty sure you can find what you need for data: https://github.com/nflverse/nflverse-data
- where can I get a database of fantasy football data to use in access or sql server?
What are some alternatives?
When comparing nflscraPy and nflverse-data you can also consider the following projects:
nflfastpy - Python package for loading nflfastR play by play data
nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
nflfastpy - Python package for loading nflfastR play by play data
nfldata - NFL Data (by Lee Sharpe)
nflscrapR-data - Data files (.csv) accessed with nflscrapR and summarized at the player-level
nfl_data_py - Python code for working with NFL play by play data.
cli - GitHub’s official command line tool