Using the AFC SPSS data file posted in this folder, conduct the following descriptive analyses and answer the questions:
To conduct descriptive analysis on any spss data, open an SPSS file (saved earlier), click on the top-menu bar Analyze > Descriptive statistics > then click "frequency" or "descriptives"  based on the type of variables you are analyzing (frequency analysis for categorical/nominal and descriptives for interval or ratio variables).
1) How many total respondents were there to the AFC survey? Provide a demographic profile of respondents (as many you can-gender, work status, household income, education) Provide bar charts for HH income and education.

2) What is the average age of respondents. State the median age of respondents and their standard deviation figures. What do these three measures of Central Tendency tell you? Do you see any difference between the average and median? 

3) Create histogram of the age, education, and status variable. Does the histogram support your hypothesis your age profile of the fitness center clients? Is there any outlier? 

4) Choose the AFC service usage variable. Which of the five listed AFC services was used most and  least in the last 30 days?

5) Choose the AFC information source variables. Which information source is the most and least important one? 

6) Interpret the average and standard error numbers for number of visits and likely to recommend variables? 

   

SPSS Statistics File Edit View Data Transform Analyze Graphs Utilities Extensions Window Help Avery Fitness Center MR.sav [DataSet1] - IBM SPSS Statistics Data Editor QSearch application Name Type Width Decimals 1 id Numeric 3 0 Label identification... None Values Missing Columns Align None 5 Right Measure Scale Role Input 2 weight Numeric 1 0 Utilized weigh... {0, no}... None 8 Right Nominal Input 3 classes Numeric 1 0 Utilized classes? {0, no}... None 9 Right Nominal Input 4 circuit Numeric 1 0 Utilized exerc... {0, no}... None 9 Right Nominal Input 5 station Numeric 1 0 Utilized circul... {0, no}... None 9 Right Nominal Input 6 pool Numeric 1 0 Utilized thera... {0, no}... None 6 Right Nominal Input 7 visits Numeric 2 0 number of visits None None 8 Right Scale Input 8 daypart Numeric 1 0 normal time t... {1, mornin... None 9 Right Nominal Input 9 doctor Numeric 1 0 Doctor recom... {0, no}... None 8 Right Nominal Input 10 wom Numeric 1 0 Friend recom... {0, no}... None 5 Right Nominal Input 11 advert Numeric 1 0 Advertising? {0, no}... None 8 Right Nominal Input 12 speaker Numeric 1 0 Heard directo... {0, no}... None 9 Right Nominal Input 13 location Numeric 1 0 Drove by loca... {0, no}... None 10 Right Nominal Input 14 article Numeric 1 0 Article in new... {0, no}... None 9 Right Nominal Input 15 other Numeric 1 0 Other? {0, no}... None 7 Right Nominal Input 16 fitness Numeric 1 0 Importance: ... None None 9 Right Scale Input 17 social Numeric 1 0 Importance: S... None None 8 Right Scale Input 18 enjoy Numeric 1 0 Importance: P... None None 7 Right Scale Input 19 medical Numeric 1 0 Importance: S... None None 9 Right Scale Input 20 recom Numeric 2 0 Likely to reco... None None 7 Right Scale Input 21 event Numeric 1 0 What event le... {1, general... None 7 Right Nominal Input 22 age Numeric 2 0 Age in Years None None 5 Right Scale Input 23 gender Numeric 1 0 Gender {1, male}... None 8 Right Nominal Input 24 educat Numeric 1 0 Level of educ... {1, less th... None 8 Right Nominal Input 25 income Numeric 1 0 Household Inc... {1, $0 1... None 8 Right Nominal Input 26 status 27 revenue Numeric 1 0 Work Status {1, employ... None 8 Right Nominal Input Numeric 8 2 One-year Rev... None None 10 Right Scale Input Data View Variable View