- In this lab, you will use the file
deduction_import_raw.xlsx. The file is provided in the folderfiles_for_lab. This is the raw data file that is imported from the server.
The payroll team in your company receives information from your client in a specific format. The payroll team then needs to manipulate the information in a format that can be uploaded into the payroll processing software directly. The software can only read the information in a specific format. Your task is to automate this process that will save a lot of time for the payroll team and make the process more robust.
Here is a snapshot of what the initial format of the file given to the payroll team looks like: link to the image - Raw data format in excl
Here is how the final output should look like: link to the image - Final output
- No headers are required.
- The first column consists of SSNs without the hyphens
- The second column consists of a constant value
EE_DDUCT - Third column consists of values from the column AG ie
Benefit. We would only need the first three letters from this column (if there's value in that column that is more than three letters) - Fourth column consists of the numerical value from the column
EE Costfollowed by|(vertical bar repeated six times)
