Download NBA Datasets: Explore 60,000+ Games, 4800+ Players, and 30 Teams
How to Download NBA Datasets for Data Science and Analysis
If you are a fan of basketball and data science, you might be interested in downloading NBA datasets for your own projects and analysis. NBA datasets are collections of data related to the National Basketball Association (NBA), the professional basketball league in North America. They contain information such as player statistics, team performance, game outcomes, draft picks, salaries, and more.
NBA datasets can be useful for data science and analysis because they allow you to explore various aspects of the game, such as player efficiency, team strategy, game prediction, player comparison, etc. You can also use NBA datasets to practice your data wrangling, visualization, modeling, and machine learning skills.
download nba datasets
There are many sources and formats of NBA datasets available online, but how can you download them easily and efficiently? In this article, we will show you how to download NBA datasets from three popular platforms: data.world, Kaggle, and NBA.com. We will also provide some examples of the types of NBA datasets that you can find on each platform and how to explore them.
NBA Datasets on data.world
data.world is a platform that allows users to find, share, and collaborate on open data. It hosts thousands of datasets on various topics, including sports, health, education, business, etc. You can access data.world by creating a free account or logging in with your Google or GitHub credentials.
One of the advantages of data.world is that it provides a user-friendly interface for exploring and querying the datasets. You can also use various tools to visualize, analyze, and join the datasets. Moreover, you can create your own projects and datasets on data.world and share them with other users.
There are currently 44 NBA datasets available on data.world. You can find them by searching for "nba" in the search bar or by following this link: [1]( Some examples of the NBA datasets on data.world are:
NBA Draft Combine Measurements: This dataset contains measurements for NBA draft combine participants from DraftExpress.com. It includes height, weight, wingspan, standing reach, body fat percentage, etc.
NBA & ABA Player Birthplaces: This dataset contains raw data of NBA & ABA player birthplaces from Basketball-Reference.com. It includes player name, country, state/province/region, city/town.
NBA RAPTOR metrics: This dataset contains RAPTOR (Robust Algorithm using Player Tracking and On/Off Ratings) metrics from FiveThirtyEight.com. RAPTOR is an advanced statistic that measures how good a player is in modern metrics.
To download an NBA dataset from data.world, you can follow these steps:
Select the dataset that you want to download by clicking on its name or image.
On the dataset page, click on the "Download" button on the top right corner.
Select the format that you want to download the dataset in. You can choose from CSV (Comma-Separated Values), JSON (JavaScript Object Notation), or SQLite (a relational database format).
Save the file to your desired location on your computer.
NBA Datasets on Kaggle
Kaggle is a platform that allows users to find, create, and compete on data science and machine learning projects. It hosts thousands of datasets on various topics, including sports, health, education, business, etc. You can access Kaggle by creating a free account or logging in with your Google or Facebook credentials.
One of the advantages of Kaggle is that it provides a cloud-based environment for running code and notebooks on the datasets. You can also use various tools to visualize, analyze, and model the datasets. Moreover, you can join competitions and challenges on Kaggle and win prizes and recognition.
There are currently 116 NBA datasets available on Kaggle. You can find them by searching for "nba" in the search bar or by following this link: [2]( Some examples of the NBA datasets on Kaggle are:
download nba games data from kaggle
download nba draft combine measurements dataset
download nba player stats dataset from data.world
download nba team stats dataset from hoopsstats
download nba raptor metrics dataset from fivethirtyeight
download nba elo ratings dataset from fivethirtyeight
download nba binary classification exercise dataset
download nba lebron james decision-making machine dataset
download nba tattoos dataset from fivethirtyeight
download nba carmelo prediction dataset from fivethirtyeight
download nba database from kaggle with box scores and play-by-play data
download nba finals and mvps dataset from data.world
download nba stephen curry stats dataset from data.world
download nba player birthplaces dataset from data.world
download nba salaries dataset from data.world
download nba ncaa comparisons dataset from data.world
download nba draft 2015 dataset from fivethirtyeight
download nba games details dataset from kaggle with player statistics
download nba players details dataset from kaggle with name and position
download nba ranking dataset from data.world with conference and division standings
download nba teams details dataset from data.world with name and abbreviation
download historical nba games data from basketball-reference.com
download advanced nba player stats dataset from basketball-reference.com with per game, per 36 minutes, and per 100 possessions metrics
download advanced nba team stats dataset from basketball-reference.com with offensive and defensive ratings, pace, and net rating
download nba all-star game rosters and results dataset from basketball-reference.com
download nba awards voting and winners dataset from basketball-reference.com with mvp, rookie of the year, defensive player of the year, etc.
download nba coaches and records dataset from basketball-reference.com with regular season and playoffs wins and losses
download nba franchise history and relocation dataset from basketball-reference.com with team names, locations, and seasons played
download nba hall of fame inductees dataset from basketball-reference.com with name, position, year of induction, etc.
download nba injuries report dataset from basketball-reference.com with date, player, team, injury type, and expected return date
download nba international players dataset from basketball-reference.com with name, country, debut year, etc.
download nba leaders and records dataset from basketball-reference.com with career, season, and game statistics for players and teams
download nba playoffs series history dataset from basketball-reference.com with round, opponent, result, etc.
download nba schedule and results dataset from basketball-reference.com with date, opponent, score, etc.
download nba season summary and statistics dataset from basketball-reference.com with league averages, standings, leaders, etc.
download historical NBA shot chart data using NBA Stats API
download NBA shot zone analysis data using NBA Stats API
download NBA clutch statistics data using NBA Stats API
download NBA hustle statistics data using NBA Stats API
download NBA tracking data using NBA Stats API
download NBA win probability data using NBA Stats API
download NBA draft lottery odds and results data using NBA Stats API
download NBA draft prospect rankings and scouting reports data using NBA Stats API
download NBA trade deadline transactions data using NBA Stats API
download NBA free agency signings and contract details data using NBA Stats API
NBA Players stats since 1950: This dataset contains statistics for NBA players from 1950 to 2017. It includes points, rebounds, assists, steals, blocks, field goal percentage, free throw percentage, etc.
NBA Games: This dataset contains information about NBA games from 2004 to 2015. It includes game date, home team, away team, score, attendance, season, playoffs indicator, etc.
NBA Salary Prediction: This dataset contains salary information for NBA players from 2017 to 2018. It includes player name, team, position, age, experience, salary, etc.
To download an NBA dataset from Kaggle, you can follow these steps:
Select the dataset that you want to download by clicking on its name or image.
On the dataset page, click on the "Download (ZIP)" button on the right side.
Save the ZIP file to your desired location on your computer and extract it to access the files inside.
NBA Datasets on NBA.com
NBA.com is the official website of the National Basketball Association (NBA). It provides news, scores, standings, schedules, videos, and more about the league and its teams and players. You can access NBA.com by visiting [3]( or using the NBA app on your mobile device.
One of the advantages of NBA.com is that it provides official and up-to-date data from the league itself. You can also use various tools to customize and filter the data according to your preferences. Moreover, you can watch live and archived games and highlights on NBA.com and enjoy other features such as fantasy basketball and podcasts.
There are many NBA datasets available on NBA.com. You can find them by navigating to different sections of the website or by using the API (Application Programming Interface) that allows you to access the data programmatically. Some examples of the NBA datasets on NBA.com are:
NBA Stats: This section of the website provides statistics for players, teams, games, seasons, leaders, awards, etc. You can access it b