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 |
---|---|---|---|---|---|---|
27 | 1939 | some college | 71545 | 3.7 | 3.2 | 5 |
26 | 1805 | some high school | 42957 | 3.1 | 3.0 | 6 |
28 | 1933 | associate's degree | 86093 | 3.6 | 3.3 | 5 |
28 | 1910 | some college | 88932 | 3.6 | 3.7 | 3 |
33 | 2094 | high school | 61324 | 4.0 | 3.7 | 4 |
33 | 2190 | high school | 53579 | 4.0 | 3.2 | 5 |
27 | 1944 | associate's degree | 84949 | 3.6 | 3.7 | 7 |
31 | 1969 | associate's degree | 53707 | 3.9 | 3.4 | 5 |
34 | 2135 | high school | 72328 | 4.0 | 3.5 | 4 |
33 | 2223 | associate's degree | 99087 | 4.0 | 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.