You have been assigned to the marltet research team and Wlil be presenting a professional memo and report vour ndings on the prole of a tvpical customer for San Antonio Fitness. Your report should contain the following: 1. A basic customer prole for each treadmill product line with appropriate tables and charts. You should have at minimum one table and two charlsfgra phs that are meaningful for the research leg. men vs. women as, in con" etc}. 2. Descriptive statistics (mean, median, mode and standard deviation} for the customer prole [age, education, miles, income, fitness} for each tread mill and clearly.r explain in the report the meaning and the importance of how these statistics can be used for targeting a particular market. 3. lllonslruct two tv.ro-'I.'~.|ra'-,.r tables for the following: a. GenderFitness {Rows Male 8; Female and columns 1, 2, 3, 4 and 5} b. Relationship Status-Fitness [Rows Partnered 8: Single and columns 1, 2, 3, 4 and 5} 4. From the tables created in part 3, create a probability}r matrix showing all conditional and marginal probabilities and in vour report, answer the following: a. Probability:r a customer 1.vvill be female and a self-rate tness of 5. b. Discuss {with probabilities} overall the ndings such which variable has the biggest effect on sell-rate tness level [gender or relationship status