Explain and examine the case, analyze the data provided, and write a report for the HR director in the case.

Explain and examine the case, analyze the data provided, and write a report for the HR director in the case.
Word count: 1500 words, the -+10% rule applies. You may place some tables in the appendix.
you need to complete the following tasks:
– Identify all the analytical issues/problems in the case;
– Analyze the provided data to provide insights on the issues;
– Provide professional results tables; visualize the results when needed.

The report will be assessed on:
1. The soundness of the logical steps to analyze the problem and the data
2. Accuracy of analysis results
3. Appropriate interpretations, results tables, and insights for the issues in the case

– need to clean the dataset (if required)

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