Overview
This is a fictional dataset and should only be used for data science training purposes.
This data set includes sales figures for employees along with a few factors that may influence sales.
Sample Data
division | level of education | training level | work experience | salary | sales |
---|---|---|---|---|---|
peripherals | high school | 3 | 4 | 84406 | 420536 |
office supplies | associate's degree | 2 | 3 | 85860 | 348683 |
peripherals | some college | 0 | 1 | 53860 | 121366 |
office supplies | some college | 0 | 5 | 81284 | 236193 |
office supplies | some college | 1 | 6 | 85122 | 352982 |
printers | associate's degree | 2 | 9 | 104123 | 481232 |
office supplies | associate's degree | 2 | 13 | 126500 | 625001 |
computer software | associate's degree | 0 | 5 | 89219 | 207729 |
printers | some college | 2 | 7 | 98277 | 430036 |
peripherals | bachelor's degree | 1 | 6 | 98990 | 284402 |
... |
Example Research Questions
- How effective is salary as a motivator?
- Which major factors contribute to sales?
- What would be the best way to improve sales?
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.