Today I started working on the Project report. Here I started working on the issues for the EMPLOYEE EARNINGS REPORT 2022 dataset. The issues I want to work on are 1. distribution of income from the Salaries of the employees, 2. distribution of total gross earnings of the employees, 3. Departments with the employees having the highest and lowest earnings 4. Job titles with the employees having the highest and lowest earnings through salary, 5. Departments with the employees having the highest and lowest total earnings, 6. Departments with the highest overtime earnings, 7. Departments with the employees having the highest income sources other than salary 8. Departments with the highest overtime earnings.
Later on, I started working on compiling the findings together. These findings are as follows:
The analysis of employee earnings data reveals several key findings. Regular and total earnings distributions are right-skewed, indicating a concentration of employees with lower earnings and a smaller group earning significantly more. The Boston Police Department has the highest total earnings, with top earners predominantly from the Police and Fire Departments. Job titles show considerable variation in average earnings etc.