Example Data Analyses Using Loom

Complete Examples

Density Estimation - Toy demonstration of loom learning an arbitrary density function.
Lending Club - Historical data about repayment of ~300k loans. Includes dates, text fields, and other features, ~90 in total.

Incomplete Examples

Pubmed Abstracts - Demonstrates how to ingest wide sparse data from bag-of-word files, bypassing .csv representation.
Taxi - Simple demonstration of how to use the loom.tasks interface.

Potential Examples

If you would like to see a public dataset analysed by loom, submit an issue, or add information below and submit a pull request.

2000 US Census
NYPD Auto Collisions 41M uncompressed csv of 300k collisions, 68 features including lat, long, date, categorical, and sparse counts.
Freebase concepts in the web - 11 Billion sparse entries of 12 Million features in 800 Million rows.
PEW Library Usage
2010 Japan Census Data
Wikipedia Pages - Text dumps of ~4.5e6 English langauge Wikipedia pages.
Million Song Dataset