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/p80c52b4itd3/28M5Tlw5nxSG8myfv6bCht/4c17c21022832a62cd78bc1b0861c1ed/telecom_towers.jpg)
Customer churn data for a fictional Telecom company in California.
![](http://images.ctfassets.net/p80c52b4itd3/56TxVxIKxKHYtx4RA9jpVr/1b3adf7a755f518369d4bd1ce6dc7f27/cheerful-woman-sitting-in-passenger-chair-in-airpl.jpg)
Customer satisfaction scores from 120,000+ airline passengers.
![](http://images.ctfassets.net/p80c52b4itd3/5BY9oxu6E0FjXXQVs6kNJJ/9b921f446ecf4957ca759f65e077a382/origami-unicorn.jpg)
Private companies with a valuation over $1 billion as of March 2022.
![](http://images.ctfassets.net/p80c52b4itd3/10bA24X1IUjSIhG0Pbs0YK/c3221a641a83ca60ddaa13ce9d808910/remote-work.jpg)
Survey responses from 1,500 remote workers in New South Wales, 2020-2021.
![](http://images.ctfassets.net/p80c52b4itd3/6oGvhEqwpLuRLO6IlpB8Qu/1486c31eaa199d996ce398551e745248/super_bowl_snacks.jpg)
Super Bowl commercials for 10 popular brands from 2000 to 2021.
![](http://images.ctfassets.net/p80c52b4itd3/1gB81xetsDzUY0seNHLu8K/5c89c3e0b5b892efaff4ab30f81b14d0/Wizarding_World_of_Harry_Potter_Castle.jpeg)
Character dialogues for all 8 movies in the Harry Potter franchise.
![](http://images.ctfassets.net/p80c52b4itd3/6kU4Y50WOTXUrACGJ2elB3/c7d1c8c55573cb729efcdb026aec3339/taxi_cab.png)
Trip records from all green taxis in NYC from 2017 to 2020.
![](http://images.ctfassets.net/p80c52b4itd3/4guasfqUKxStU09Vx03tXV/74092bc4f178808856fd00b79b4acfa0/spaghetti-aglio-olio.jpg)
Restaurant ratings in Mexico by real consumers from 2012.
![](http://images.ctfassets.net/p80c52b4itd3/41OszOVp4l3Ffbasg4D62x/dc95963e29394bca675db996cd5b77cf/OlympicRings_compressed.png)
Historical data on the modern Olympic Games, from Athens 1896 to Rio 2016.
![](http://images.ctfassets.net/p80c52b4itd3/etbNW8wErgHbKiZgY3pD7/cbd5c2af24ceb6e9e4b5eec07d92e420/crowdfunding.jpg)
Data for 375,000+ Kickstarter projects from 2009-2017.
![](https://cdn.mavenanalytics.io/img/cta-bg.jpg)
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