Business Statistics Data Analyst

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Tasks and Questions 1. When analyzing and describing data, it is convenient if all the data are located in one file. In each Excel file, information is given along with the associated Employee ID. Your first task is to combine the three Excel files into one sheet in an Excel file. Note there is missing data for some employees in each file, so simply copying and pasting information will not work. Hint: Use the VLOOKUP function in Excel. a. Use the Excel File 1 Background as the main file that you use to merge the other two. Include all merged files in a tab labeled “Merged”. When merging the Excel File 3 Satisfaction, only merge the Job_Satisfaction variable; do not merge the Coworker_Satisfaction variable. b. Include columns that show your formulas for how you merged your files using the VLOOKUP function. 2. Determine how many employees attended orientation. a. Create a new tab called “Orientation”. b. Use an Excel function(s) to determine how many employees attended orientation. 3. Create a new variable called Salary_Cat. Create a categorical variable for salary that labels employee salary as low, medium, or high, where: a. Low is less than $55,000 b. Medium is greater than or equal to $55,000 and less than $100,000 c. High is greater than or equal to $100,000 4. Analyze the salary variable data. a. Create a new tab called “Salary”. Copy and paste the salary variable data to this tab. b. Calculate descriptive statistics for this variable using the Data Analysis option. Report the central tendency and variability measures. Explain what these measures mean. Which measures are most useful? Explain. c. Create a histogram of the Salary data. Use good practices for data visualization. Comment on the data distribution. Are there outliers? Explain. 5. Explore the Job_Satisfaction variable. a. Create a new tab called “Satisfaction”. Copy and paste the satisfaction data to this tab. b. Create a visualization of this variable. What does your visualization say about employee job satisfaction at this organization? Explain. 6. Explore the relationship between job satisfaction and salary. a. Create a new tab called “Pivot”. Copy and paste the Employee_ID, Job_Satisfaction, and Salary_Cat values to this tab. b. Create a pivot table. i. In the pivot table, Remove the NA observations. ii. Order Salary_Cat Low, Medium, and high; order Job_Satisfaction from 1 to 5. iii. How many observations are in the Low/3 cell? iv. Comment on the relationship between job satisfaction and salary.
Descriptive Statistics
Attachments
datasheet Source.Name Employee_ID BirthYear Salary Oriention Project 1 - Excel File 1 Background.xlsx 1 1998 48436 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 2 1994 74498 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 5 1992 94280 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 6 1992 87283 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 7 1973 89021 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 8 1982 57831 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 9 1992 68592 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 10 1962 103811 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 11 1964 111140 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 12 1991 66428 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 13 1970 114393 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 14 1986 34402 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 15 1976 29066 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 16 1972 49349 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 17 1976 98985 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 18 1975 111779 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 19 1973 93860 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 20 1955 79323 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 21 1996 90237 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 22 1968 81331 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 23 1977 71907 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 24 1961 91174 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 25 1995 86678 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 27 1976 69478 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 28 1969 62443 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 29 1982 51590 ERROR:#VALUE! Project 1 - Excel File 1 Background.xlsx 30 1984 96133 ERROR:#VALUE! 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