Originally published: 04/07/2019 14:28
Last version published: 27/01/2021 08:49
Publication number: ELQ-84321-3
View all versions & Certificate
Last version published: 27/01/2021 08:49
Publication number: ELQ-84321-3
View all versions & Certificate
Data Science in Audit - Payroll Audit
Work paper to test reasonablness of Bonus payment compare to Salary and any indication of fraud.
Further information
To add value audit value
Python Libraries, Jupyter Notebook, clean data format, and files with no empty cells, using exactly same header names in the scripts as in the excel file.
empty cells, numbers that are not a number in data files. May not work without Jupyter Notebook
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