"FitLife Connect Inc." is a fitness app company that specializes in creating personalized fitness experiences that seamlessly integrate with users' busy lifestyles, including customizing workout plans, real$-$time progress tracking, and AI$-$powered nutrition guidance. The company has been in business for $4$ years, and has recently learned of a potential gender discrimination lawsuit by some of its employees. It appears that there might be disparities in how male and female employees are treated within the organization. The company is dedicated to fostering an inclusive and diverse work environment and it refutes any claim of differential treatment of its employees.

FitLife Connect Inc. has provided us with employee data. You have been hired as an independent investigator to analyze this data and figure out whether this company has a gender discrimination issue.

Company Data:

The sheet 'Data' provides contains information on Employee Age, Department, Work Status, Weekly Hours Worked, Compensation, Years with the Company, Cost to Onboard, Job Performance Rating, Gender, and Number of Promotions received.