Resources
Data Playground
Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data, from flight delays and movie ratings to shark attacks and UFO sightings.


Airbnb data for 250,000+ listings across 10 major cities, along with ~5 million guest reviews.

Career game-level data for Michael Jordan and LeBron James during the regular season and playoffs.

Marketing campaign data of 2,240 customers of Maven Marketing.

Data for 20,000+ chess games played on Lichess.

2015 New Year's Eve resolutions tweets

Motor vehicle collisions reported by the New York City Police Department from January-August 2020.

Historical stock market data for current S&P 500 companies, from 2014-2017.

Dataset containing information about each company on the 2019 INC 5000 list.

Key attribute data for each of Spotify's top 100 songs in 2018.

Daily weather conditions in Madrid from 1997-2015.

Ratings and reviews for 15,000+ movies reviewed by Rotten Tomatoes.

Table containing 80,000+ records of UFO sightings between 1949 and 2014.

Records for 5,000,000+ commercial airline flights in 2015, compiled for the U.S. DOT Air Travel Consumer Report.

Dataset containing ~130k wine reviews published to WineEnthusiast, including taster name, wine price, variety, score, country, county, vineyard, etc.

Shark attacks reported over the past 100 years, including location, activity, victim info (name, gender, age), shark species, etc.

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