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.
Complete music streaming history for an individual Spotify user
Data on ~150k works that have been accessioned into MoMA's collection
Daily traffic estimates and pre-pandemic comparisons across MTA services.
Halloween candy ranked using 269k votes from random 1v1 matchups.
Productivity & downtime data for a soda bottling production line.
Sales and geospatial data for a US national candy distributor.
Account information for 10,000 customers at a European bank.
Data that simulates the behavior of Cafe Rewards members over a 30-day period.
Synthetic data on ~1k patients of Massachussets General Hospital.
Video game sales for 64,016 titles released from 1971-2024.
Mock train ticket data for National Rail in the UK, from Jan to Apr 2024.
B2B sales pipeline data from a fictitious company that sells computer hardware.
Transactional data for a fictitious global electronics retailer.
Economic development data from the World Bank and the United Nations.
Scraped data on athletes and scores from the 2019 CrossFit Games.
Survey responses from ~4,000 Americans after a blind coffee taste test.
Consumer complaints on financial products & services for Bank of America.
Electricity consumption in Morocco measured at 10 minute intervals across 3 zones.
Global fossil fuel emission data from 1750 to 2021.
LEGO sets released from 1970 to 2022.
Electric outages reported to the US Department of Energy from 2002-2023
Customer loyalty program enrollment data from a fictitious airline in Canada
Stolen vehicle details from the New Zealand police department
Fuel economy data for cars released in the US market in the 1970s and 1980s.
Subscription data for ~2,800 MavenFlix subscribers over a 13 month period
Baby names over three decades broken down by state, gender and birth year
Survey responses from ~1,500 city employees in Washington state
A quarter's worth of orders from a fictitious international cuisine restaurant
Transaction records from a fictitious coffee shop in New York City
A breakdown of Apple's greenhouse gas emissions from 2015 to 2022.
National & state-level scores from the HCAHPS survey (2013-2022).
Historical dataset on every Tour de France from 1903 to 2022.
Sales & order data for a fictitious gourmet food supplier.
Crowdsourced parental leave data from 1,601 companies.
Data on ~500 ski resorts around the world.
Historical match data leading up to the 2022 FIFA World Cup
A year's worth of sales from a fictitious pizza place.
All space missions from 1957 to August 2022.
Customer churn data for a fictional Telecom company in California.
Customer satisfaction scores from 120,000+ airline passengers.
Private companies with a valuation over $1 billion as of March 2022.
Survey responses from 1,500 remote workers in New South Wales, 2020-2021.
Super Bowl commercials for 10 popular brands from 2000 to 2021.
Character dialogues for all 8 movies in the Harry Potter franchise.
Trip records from all green taxis in NYC from 2017 to 2020.
Restaurant ratings in Mexico by real consumers from 2012.
Historical data on the modern Olympic Games, from Athens 1896 to Rio 2016.
Data for 375,000+ Kickstarter projects from 2009-2017.
Sales & inventory data for a fictitious chain of toy stores in Mexico
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 NYPD from January 2021 to April 2023.
Historical stock market data for current S&P 500 companies, from 2014-2017.
Ratings and reviews for 15,000+ movies reviewed by Rotten Tomatoes.
Shark attacks reported over the past 100 years, including location, activity, victim info (name, gender, age), shark species, etc.
Dataset containing information about each company on the 2019 INC 5000 list.
Records for 5,000,000+ commercial airline flights in 2015, compiled for the U.S. DOT Air Travel Consumer Report.
Daily weather conditions in Madrid from 1997-2015.
Dataset containing ~130k wine reviews published to WineEnthusiast, including taster name, wine price, variety, score, country, county, vineyard, etc.
Key attribute data for each of Spotify's top 100 songs in 2018.
Table containing 80,000+ records of UFO sightings between 1949 and 2014.
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