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 |
|---|---|---|---|---|---|
| office supplies | some college | 1 | 6 | 74754 | 287538 |
| peripherals | some college | 2 | 2 | 74908 | 241968 |
| office supplies | associate's degree | 1 | 10 | 104124 | 424289 |
| computer software | bachelor's degree | 1 | 4 | 103470 | 256052 |
| printers | associate's degree | 3 | 12 | 130239 | 636985 |
| printers | associate's degree | 1 | 3 | 75626 | 233114 |
| computer hardware | some college | 2 | 4 | 80522 | 302297 |
| printers | some college | 0 | 9 | 83864 | 313885 |
| computer hardware | some college | 1 | 1 | 68870 | 165549 |
| printers | some college | 2 | 2 | 57841 | 180000 |
| ... | |||||
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.