Predict the project state (success, failure, in progress, etc.) for Kickstarter projects using key project goal indicators and information (goal amount, updates, backers, etc.)

Information taken from Dan Misener's KickbackMachine. Raw data available here

Number of sales prediction, based on etsy.com shop stats: items, followers, admirers, feedback, open date, sales,...

Source

Data from 58,000 shops extracted directly from etsy.com using import.io crawler

Model that will predict the quality of risk of a loan application. This dataset was initially created by dr. Hans Hofmann at the Institut fur Statistik und Okonometrie Universitat Hamburg.

Day of week patterns in car accidents with fatalities, based on accident and personal variables during 2011 in USA

Source

Fatality Analysis Reporting System (FARS) Encyclopedia

A dataset relating characteristics of telephony account features and usage and whether or not the customer churned.

Source

Telephony Churn Prediction Dataset

The 2008-09 nine-month academic salary for Assistant Professors, Associate Professors and Professors in a college in the U.S. The data were collected as part of the on-going effort of the college's administration to monitor salary differences between male and female faculty members.

Fox J. and Weisberg, S. (2011) An R Companion to Applied Regression, Second Edition Sage.

Predict football position using height, weight, state, and school year.

Source: Where Football Players Call Home

Dataset with 3,333 instances of customer behavior and churn indicator.

A model of ~50K Kindle book reviews, built with data pulled from Amazon via import.io.