Machine Learning Task: Regression
This is the Colleges database. Regroups information for about 7800 different US colleges. Including geographical information, stats about the population attending, and post-graduation career earnings.
Available at OpenML: https://openml.org/d/42727
Category: People
# Rows: 7,063 # Columns: 47
Target: percent_pell_grant
Numeric: UNITID, latitude, longitude, admission_rate, sat_verbal_midrange, sat_math_midrange, sat_writing_midrange, act_combined_midrange, act_english_midrange, act_math_midrange, act_writing_midrange, sat_total_average, undergrad_size, percent_white, percent_black, percent_hispanic, percent_asian, percent_part_time, average_cost_academic_year, average_cost_program_year, ...
Nominal: city, state, zip, predominant_degree, highest_degree, ownership, region, gender, carnegie_basic_classification, carnegie_undergraduate, carnegie_size, religious_affiliation
String: school_name, school_webpage
