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.
![](http://images.ctfassets.net/p80c52b4itd3/4THptNHzpqrXe8zxf56mhf/f531c0dac05346605d8b6248a7887766/data-playground.png)
![](http://images.ctfassets.net/p80c52b4itd3/3mbLrWDRdPnnHsX7bXZUzp/4f7ddf7eec7a1e5f4bf1530b529df56c/doctor_patient.jpeg)
Synthetic data on ~1k patients of Massachussets General Hospital.
![](http://images.ctfassets.net/p80c52b4itd3/7DJAP4V7hOmEPjZWDJe8RO/739ec7f30bdc9f07fbf7e98bf8e89f55/video_games_wide.jpeg)
Video game sales for 64,016 titles released from 1971-2024.
![](http://images.ctfassets.net/p80c52b4itd3/3tyaypkErzoSsraeMHQrvV/7f004d52aa9c5b8bbe7800307ae74fc2/train.jpg)
Mock train ticket data for National Rail in the UK, from Jan to Apr 2024.
![](http://images.ctfassets.net/p80c52b4itd3/2MmXquCyGFDnZPqsjRrhv7/bbe2e8fd7b27982b5934a2cf05457094/shake-hands.jpeg)
B2B sales pipeline data from a fictitious company that sells computer hardware.
![](http://images.ctfassets.net/p80c52b4itd3/c02eYJQTn3YaQBUBaHWFe/f827c27220b4ba5c52e7779ab301591d/household-appliances-and-gadgets-store-v3__1_.png)
Transactional data for a fictitious global electronics retailer.
![](http://images.ctfassets.net/p80c52b4itd3/6ROE4YS6NSboGE6nVudQ4g/e202dcbe118c128440833e5c14a45428/world_indicators.jpg)
Economic development data from the World Bank and the United Nations.
![](http://images.ctfassets.net/p80c52b4itd3/DaEo18jyJc9MAvgHT0vNn/87e9406ebb028bef581b9027ff3ee551/crossfit.jpg)
Scraped data on athletes and scores from the 2019 CrossFit Games.
![](http://images.ctfassets.net/p80c52b4itd3/1w9oa8FEAE62iOFJDgC2gJ/762ab5f56123a339f32783e9d7009808/coffee.jpg)
Survey responses from ~4,000 Americans after a blind coffee taste test.
![](http://images.ctfassets.net/p80c52b4itd3/3T2DGb8vkr5DKwfAIlwV5R/781a4e00ece45eb0a9964bb62f9d3f59/customer_complaints_v2__1___1_.png)
Consumer complaints on financial products & services for Bank of America.
![](http://images.ctfassets.net/p80c52b4itd3/6vq3jG1Pd95l7yC93bXCKM/2c7fc65f1638e7c817d8fcb011ac6834/electric-workers.jpg)
Electricity consumption in Morocco measured at 10 minute intervals across 3 zones.
![](http://images.ctfassets.net/p80c52b4itd3/47MWuWa0vLj27qAtU3rDoz/3535dcbce345467c41e168d81f8989f8/co2_emissions_compressed.png)
Global fossil fuel emission data from 1750 to 2021.
![](http://images.ctfassets.net/p80c52b4itd3/5iE2orvcqHmQYsOWy0KXdy/2efeebdb5ef05aee3ebff2632d9db34b/legos.jpg)
LEGO sets released from 1970 to 2022.
![](http://images.ctfassets.net/p80c52b4itd3/3TBNCexYMXRlXXLj9rRJCl/7c7cfbc7eb76fdc2a14bb58227a59b81/meters.jpg)
Electric outages reported to the US Department of Energy from 2002-2023
![](http://images.ctfassets.net/p80c52b4itd3/6CF7y6gSUgRB0wmOqhrUtC/484185e2e3ff4e706f0e434e99a70123/empty-seats-young-stewardess-on-the-work-in-the-p-2022-01-18-23-40-50-utc__1_.png)
Customer loyalty program enrollment data from a fictitious airline in Canada
![](http://images.ctfassets.net/p80c52b4itd3/6GxD67Xd9LIOga5dz068V9/1bcdbab12fe851341b86b8ef51f00214/cars-parked-in-a-row-on-a-city-street-side-2022-01-12-06-52-10-utc_resized__1_.png)
Stolen vehicle details from the New Zealand police department
![](http://images.ctfassets.net/p80c52b4itd3/69iWh7MNt2j7O670ILhmef/3b665217953b69417efb9cc6bd61091a/compressed-natural-gas-gnc-pump-fueling-a-car-2022-10-24-22-35-43-utc__1_.png)
Fuel economy data for cars released in the US market in the 1970s and 1980s.
![](http://images.ctfassets.net/p80c52b4itd3/5r8lkfm8xezS4fNPkPTjl2/0f27c7f05a0d6e8183e5800bc371fdc1/point-of-view-using-smart-tv-remote-to-steam-movie-2022-11-14-06-42-59-utc__1_.png)
Subscription data for ~2,800 MavenFlix subscribers over a 13 month period
![](http://images.ctfassets.net/p80c52b4itd3/eIMM5busn6XHT7SxqD7cJ/2b942945e17c9ed50173a703062075af/mother-with-baby-in-bassinet-2022-03-04-01-50-55-utc__1_.jpg)
Baby names over three decades broken down by state, gender and birth year
![](http://images.ctfassets.net/p80c52b4itd3/6aoIigNfldHJoKT3aiVbGk/1fa50a3b3b3940af82891ff3a57f5021/HR-Featured.jpg)
Survey responses from ~1,500 city employees in Washington state
![](http://images.ctfassets.net/p80c52b4itd3/6R40RRWQ2oahBSPdsyppHD/a17d38f08e86962be13bec63e209e3d8/japanese-ramen-soup-with-chicken-egg-nori-and-n-2021-11-04-16-46-48-utc_resized__1_.png)
A quarter's worth of orders from a fictitious international cuisine restaurant
![](https://cdn.mavenanalytics.io/img/cta-bg.jpg)
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