Overview
This is a fictional dataset and should only be used for data science training purposes.
This data set includes graduation rates from a four-year college with a variety of student factors.
Sample Data
| ACT composite score | SAT total score | parental level of education | parental income | high school gpa | college gpa | years to graduate |
|---|---|---|---|---|---|---|
| 31 | 2069 | some college | 70047 | 4.0 | 3.4 | 6 |
| 32 | 2174 | some college | 58817 | 4.0 | 3.3 | 5 |
| 28 | 2009 | some college | 43279 | 3.8 | 3.1 | 5 |
| 32 | 2219 | master's degree | 104531 | 4.0 | 3.6 | 6 |
| 27 | 1976 | bachelor's degree | 82160 | 3.7 | 3.6 | 3 |
| 24 | 1848 | bachelor's degree | 55083 | 3.4 | 3.3 | 3 |
| 31 | 2116 | high school | 43870 | 3.9 | 3.7 | 4 |
| 31 | 2150 | bachelor's degree | 71451 | 4.0 | 3.4 | 4 |
| 29 | 2044 | associate's degree | 74828 | 3.8 | 3.5 | 6 |
| 28 | 1910 | associate's degree | 96304 | 3.7 | 3.7 | 4 |
| ... | ||||||
Example Research Questions
- How effective are entrance requirements at predicting gpa and graduation rate?
- What would be the best way to improve graduation rates?
What patterns and interactions in the data can you find? Let me know in the comments section below.
Download
Download a Small Sample - Download a .csv file with 10 results as a sample set (n=10) Download a Medium Sample - Download a .csv file with 100 results as a sample set (n=100) Download a Large Sample - Download a .csv file with 1000 results as a sample set (n=1000)All data sets are generated on-the-fly. So, you can increase your n by downloading a data set multiple times and combining the files.
Disclaimer
All data sets are fictional and should be used for educational purposes only.