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 |
|---|---|---|---|---|---|
| computer hardware | associate's degree | 2 | 8 | 107951 | 442360 |
| printers | some college | 1 | 7 | 83348 | 294792 |
| printers | high school | 2 | 9 | 93205 | 391290 |
| computer hardware | associate's degree | 0 | 4 | 90996 | 250184 |
| computer hardware | some college | 1 | 13 | 127894 | 512524 |
| peripherals | associate's degree | 3 | 6 | 103195 | 390602 |
| printers | associate's degree | 3 | 10 | 126328 | 580857 |
| printers | high school | 3 | 9 | 116186 | 557175 |
| peripherals | associate's degree | 0 | 8 | 101364 | 314437 |
| printers | high school | 1 | 4 | 62949 | 235869 |
| ... | |||||
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.