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/p80c52b4itd3/3diEAPQeYIYs38qPutujwV/329b98c17569b1788e2eba9464dd808a/Champagne__1_.png)
2015 New Year's Eve resolutions tweets
![](http://images.ctfassets.net/p80c52b4itd3/61fjXE1U8byct1WXfDu7PU/756bc4ec5e3d7fe58892cef531b77567/intersection_nyc_compressed.png)
Motor vehicle collisions reported by the NYPD from January 2021 to April 2023.
![](http://images.ctfassets.net/p80c52b4itd3/fV2supmaGxMZfGbLGLHo6/ce06288d51e6b2014ff38487ec642cae/stock_screen.jpg)
Historical stock market data for current S&P 500 companies, from 2014-2017.
![](http://images.ctfassets.net/p80c52b4itd3/62jiRLvT2OPJKZ1i5phLHa/e22f1fa259f2264b014c40b6e4e906ad/movies_compressed.png)
Ratings and reviews for 15,000+ movies reviewed by Rotten Tomatoes.
![](http://images.ctfassets.net/p80c52b4itd3/5Rg8s9hk5NQv088F4L1TmO/68b12b82da965a122fec460e00393ba4/great-white-shark_compressed.png)
Shark attacks reported over the past 100 years, including location, activity, victim info (name, gender, age), shark species, etc.
![](https://cdn.mavenanalytics.io/img/cta-bg.jpg)
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