| faculty_salary (target) | numeric | 3462 unique values
3150 missing | |
| UNITID (row identifier) | numeric | 7804 unique values
0 missing | |
| school_name | string | 7634 unique values
0 missing | |
| city | string | 2545 unique values
0 missing | |
| state | nominal | 59 unique values
0 missing | |
| zip | nominal | 6600 unique values
0 missing | |
| school_webpage | string | 6237 unique values
85 missing | |
| latitude | numeric | 6785 unique values
785 missing | |
| longitude | numeric | 6875 unique values
785 missing | |
| admission_rate | numeric | 1741 unique values
5584 missing | |
| sat_verbal_midrange | numeric | 164 unique values
6503 missing | |
| sat_math_midrange | numeric | 163 unique values
6489 missing | |
| sat_writing_midrange | numeric | 131 unique values
7011 missing | |
| act_combined_midrange | numeric | 22 unique values
6462 missing | |
| act_english_midrange | numeric | 24 unique values
6639 missing | |
| act_math_midrange | numeric | 24 unique values
6638 missing | |
| act_writing_midrange | numeric | 8 unique values
7504 missing | |
| sat_total_average | numeric | 477 unique values
6384 missing | |
| undergrad_size | numeric | 3022 unique values
714 missing | |
| percent_white | numeric | 4461 unique values
714 missing | |
| percent_black | numeric | 3281 unique values
714 missing | |
| percent_hispanic | numeric | 2803 unique values
714 missing | |
| percent_asian | numeric | 1241 unique values
714 missing | |
| percent_part_time | numeric | 3470 unique values
732 missing | |
| average_cost_academic_year | numeric | 3803 unique values
3667 missing | |
| average_cost_program_year | numeric | 2349 unique values
5263 missing | |
| tuition_(instate) | numeric | 3011 unique values
3389 missing | |
| tuition_(out_of_state) | numeric | 3049 unique values
3608 missing | |
| spend_per_student | numeric | 5534 unique values
442 missing | |
| percent_part_time_faculty | numeric | 2390 unique values
3677 missing | |
| percent_pell_grant | numeric | 4502 unique values
741 missing | |
| completion_rate | numeric | 1912 unique values
5356 missing | |
| average_age_of_entry | numeric | 0 unique values
7804 missing | |
| percent_married | numeric | 0 unique values
7804 missing | |
| percent_veteran | numeric | 0 unique values
7804 missing | |
| predominant_degree | nominal | 4 unique values
519 missing | |
| highest_degree | nominal | 5 unique values
0 missing | |
| ownership | nominal | 3 unique values
0 missing | |
| region | nominal | 10 unique values
0 missing | |
| gender | string | 3 unique values
0 missing | |
| carnegie_basic_classification | string | 33 unique values
3449 missing | |
| carnegie_undergraduate | string | 13 unique values
4246 missing | |
| carnegie_size | string | 18 unique values
4228 missing | |
| religious_affiliation | string | 59 unique values
6887 missing | |
| percent_female | string | 102 unique values
1993 missing | |
| agege24 | string | 102 unique values
1993 missing | |
| faminc | string | 4849 unique values
1993 missing | |
| mean_earnings_6_years | numeric | 524 unique values
1869 missing | |
| median_earnings_6_years | numeric | 518 unique values
1869 missing | |
| mean_earnings_10_years | numeric | 633 unique values
2168 missing | |
| median_earnings_10_years | numeric | 595 unique values
2168 missing | |