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As a data analyst working in a marketing firm (BestFirmNYC), you were assigned to investigate some important performance related issues among sales employees in your
As a data analyst working in a marketing firm (BestFirmNYC), you were assigned to investigate some important performance related issues among sales employees in your company. To conduct your analyses, use SPSS and the Excel dataset called "BestFirmNYC." This dataset includes the following variables that were collected from the sales employees:
- Access to relevant information (regarding tasks and projects).
- Years of service (how long employed at your company)
- Peer support
- Intention to quit
- Employee performance in 2019
- Employee performance in 2022
- Employees working from home = 1; Employees working from the office = 2
- Gender (women = 1; men =2)
- Annual salary
Access to Information | Years of Service | Peer Support | Intention to Quit | Performance_2019 | Performance_2022 | Work from Home (1-yes; 2-no) | Gender (W=1 M=2) | Annual Salary |
5 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 72000 |
5 | 2 | 5 | 4 | 4 | 5 | 1 | 2 | 80000 |
3 | 2 | 3 | 5 | 2 | 3 | 2 | 1 | 67000 |
2 | 1 | 3 | 4 | 2 | 2 | 2 | 2 | 69000 |
4 | 4 | 2 | 3 | 4 | 4 | 1 | 2 | 78000 |
3 | 5 | 3 | 3 | 3 | 4 | 1 | 2 | 71000 |
1 | 2 | 2 | 5 | 2 | 3 | 2 | 1 | 67000 |
3 | 4 | 2 | 4 | 1 | 3 | 2 | 1 | 74000 |
3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 79000 |
2 | 5 | 2 | 4 | 1 | 2 | 2 | 1 | 73000 |
1 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 79000 |
5 | 7 | 4 | 1 | 5 | 4 | 1 | 2 | 74000 |
4 | 4 | 4 | 1 | 2 | 3 | 1 | 1 | 71000 |
3 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 76000 |
4 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 71000 |
3 | 2 | 2 | 3 | 2 | 3 | 2 | 1 | 72000 |
3 | 4 | 4 | 3 | 2 | 4 | 1 | 2 | 77000 |
3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 77000 |
3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 69000 |
5 | 4 | 4 | 1 | 4 | 3 | 1 | 1 | 70000 |
5 | 2 | 5 | 2 | 4 | 5 | 1 | 2 | 78000 |
4 | 2 | 4 | 3 | 4 | 4 | 1 | 2 | 83000 |
3 | 4 | 4 | 3 | 2 | 3 | 2 | 1 | 70000 |
4 | 1 | 2 | 2 | 2 | 3 | 2 | 2 | 69000 |
4 | 3 | 2 | 5 | 4 | 4 | 1 | 1 | 75000 |
3 | 2 | 4 | 3 | 4 | 4 | 1 | 1 | 70000 |
5 | 3 | 4 | 3 | 4 | 4 | 1 | 1 | 70000 |
3 | 2 | 2 | 3 | 1 | 4 | 2 | 2 | 70000 |
3 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 72000 |
1 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 74000 |
2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 70000 |
4 | 4 | 3 | 2 | 4 | 4 | 1 | 2 | 71000 |
2 | 2 | 3 | 5 | 2 | 3 | 2 | 1 | 68000 |
4 | 3 | 5 | 1 | 5 | 5 | 1 | 2 | 81000 |
5 | 5 | 5 | 1 | 5 | 5 | 1 | 2 | 79000 |
4 | 5 | 2 | 2 | 4 | 4 | 2 | 1 | 67000 |
3 | 2 | 3 | 5 | 2 | 3 | 2 | 1 | 71000 |
2 | 1 | 3 | 4 | 2 | 3 | 2 | 2 | 68000 |
4 | 4 | 2 | 3 | 4 | 4 | 1 | 2 | 72000 |
5 | 5 | 5 | 3 | 5 | 5 | 1 | 1 | 70000 |
3 | 2 | 2 | 5 | 2 | 3 | 2 | 2 | 78000 |
3 | 4 | 2 | 4 | 2 | 2 | 2 | 1 | 71000 |
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