Datasets

About

These are some datasets for our labs.

Also hosted in Amazon S3 here: https://s3.amazonaws.com/elephantscale-public/data/data.zip

The base URL for S3 is : https://s3.amazonaws.com/elephantscale-public/data/ And append the path to the above base. e.g. https://s3.amazonaws.com/elephantscale-public/data/house-prices/house-sales-sample.csv

Curators and developers

See instructions in README-dev.md

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Data Analytics

• AirBNB rentals NYC 2019
• US presidential election contribution data - 2012 and 2016 election contributions. Decent size data
• Wine reviews - text reviews and ratings from wine magazine

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Feature Engineering

Data Cleanup

• Diabetes data
• Wine reviews - text reviews and ratings from wine magazine
• Streaming movies data

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Regression

• Medical Insurance cost
• Cars
  • BMW Used cars sales
  • MTCars predict mileage

• House Prices

Classification

• College Admissions - Pretty simple data

• Churn - predict customer turn over in Telecom
• Credit Card default

• Diabetes data

• Spam SMS

• Wine quality - estimate wine quality from 1-10

Text Analytics

• Customer tickets data
• Sarcasm data - news stories. Sentiment analysis
• Wine reviews - text reviews and ratings from wine magazine

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All Data

• AudioScrobble
• Cars
• Churn
• ClickStream
• College Admissions
• Commodities
• Credit Card default
• Diabetes data
• Economic Numbers
• Election Contributions
• House Prices
• IMDB Metadata
• JSON Data
• Misc
• Morgage Applications
• MovieLens Recommendations
• Netflix Recommendations
• NYC Flight Delays
• NYSE
• Presidential Election Contributions
• Propser Loan
• SF Crime
• Spam SMS
• Spark Commit Logs
• Stock Market Data
• Text
• Tips
• Uber data for New York City
• Walmart Trip Types
• Zipcodes

Handy Commands

Places with good datasets

• UCI Machine Learning Datasets