Graduation Rate

Graduation rates at a four-year college


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

Sample Output
ACT composite scoreSAT total scoreparental level of educationparental incomehigh school gpacollege gpayears to graduate
281904some high school678803.53.34
281975some high school360293.73.36
301981some college650123.83.34
261861high school773793.43.44
252021some high school225303.63.34
312054some high school248173.92.98
302064some college593484.03.44
282018bachelor's degree632833.83.54
282040some college766313.73.45
271994some college520973.63.34

Example Research Questions

  1. How effective are entrance requirements at predicting gpa and graduation rate?
  2. 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 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.


All data sets are fictional and should be used for educational purposes only.

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