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BU6015 - Business Analytics

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What does ETL stand for?
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Based on these regression results from Lab 5.2 Excel, Evaluating the Relationship Between Sales and R&D Expenditures: Testing for a Nonlinear Relationship, how can the relationship between sales and R&D be best explained?

Under regression statistics, the following values are shown: Multiple R, 0.909478. R square, 0.827151. Adjusted R square, 0.823859. Standard error, 6030121. Observations, 108. In the ANOVA table at the center, values are shown as follows: Regression: d f, 2. S S, 1.82709E + 16. M S, 9.14E + 15. F, 251.2333. Significance F, 9.49532E minus 41. Residual: d f, 105. S S, 3.81805E + 15. M S, 3.64E + 13. Total: d f, 107. S S, 2.20889E + 16 In the table at the bottom, the entries are shown as follows: Intercept: Coefficients, 21367225. Standard error, 2269617.303. t Stat, 9.414462. P value, 1.26E minus 15. Lower 95 percent, 16866993.19. R and D expenditures: Coefficients, 5.501598. Standard error, 1.980307943. t Stat, 2.778153. P value, 0.006477. Lower 95 percent, 1.575013356. R and D expenditures squared: Coefficients, 1.31E minus 06. Standard error. 3.89595E-07. t Stat, 3.351151. P value, 0.001119. Lower 95 percent, 5.33096E minus 07

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There are three primary methods to summarize ordinal data; two are counting and grouping and proportion. What is the third method?

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The net income of a company is an example of which type of data?
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Based on this chart in Lab 1.2 Power BI, Assessing Customer Profitability, which of the following customers are the most profitable?

The entries are shown as follows: 2047, 357.70. 2088, 212.23. 2072, 139.01. 2081, 137.78. 2100, 135.47. 2060, 118.74. 2064, 115.33. 2087, 114.85. 2046, 114.29. 2086, 107.41. 2024, 104.78. 2063, 96.45. 2031, 81.81. 2018, 76.79. 2051, 69.83. 2032, 66.62. 2025, 64.64. 2079, 64.00. 2099, 58.56. 2044, 56.39. 2041, 47.22. 2067, 44.94. 2048, 41.12. 2074, 38.18. 2068, 36.62. 2001, 34.89. 2066, 34.12. 2091, 30.11. 2006, 29.77.

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What is the preferred sorting order for a data visualization?
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What is an observation called that lies outside its expected distribution?

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If a business analyst wanted to learn about college students in the state of Texas by having them complete an online survey. Would the analyst be more likely to analyze a sample or a population?

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A company wants to maximize sales. Based on the data visualization, which regions have the highest sales?

The tree map shows the region in columns and segment in rows with the sum of sales. Following is the sales by region and segment. Consumer: central - $252,031; east - $350,908; south - $195,581; west - $362,881. Corporate - central - $157,996; east - $200,409; south - $121,886; west - $225,855. Home office - central - $91,213; east - $127,464; south - $74,255; west - $136,722.

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What menu option/functionality in Excel is suitable for the exhibit below?

The table contains 4 columns and 4 rows. The heading of column 1 is a drop down menu where row labels is selected. The headings of columns 2 to 4 are as follows: sum of transaction amount; average of transaction amount; count of transaction amount. The row entries are as follows: row 2 - in-person; $1,715.72; $33,64; 51. Row 3 - online; $5,709.24; $40.21; 142. Row 4 - grand total; $7,424.95; $38.47; 193.

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