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
261992some high school616323.63.46
332119associate's degree660344.03.35
231710some high school482282.93.34
302074some high school361453.93.37
261950high school615853.53.54
322028some high school368384.03.35
291982some high school585173.73.15
271842some college644113.63.34
251880some high school320263.33.34
291964high school756213.73.54

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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