Question 2 Situation: The dataset comprises 200 records of minutes to complete a task. The data must be described. 2) Provide the following descriptives statistics in a table and provide a briefly narrative assessment of the data’s descriptive statistics: mean, median, standard deviation, minimum and maximum values, skewness, and kurtosis as well as a dot scale diagram. Does the data distribution appear normal (70% of assignment points)? Explain your answer.
Descriptives
Cholesterol | Minutes_to_Task |
0 | 9.00 |
1 | 0.00 |
0 | 4.00 |
0 | 9.00 |
0 | 11.00 |
0 | 12.00 |
1 | 13.00 |
0 | 15.00 |
1 | 15.00 |
0 | 16.00 |
1 | 17.00 |
0 | 17.00 |
0 | 18.00 |
0 | 19.00 |
0 | 21.00 |
0 | 21.00 |
1 | 22.00 |
1 | 22.00 |
0 | 23.00 |
0 | 24.00 |
1 | 24.00 |
1 | 24.00 |
0 | 25.00 |
0 | 25.00 |
1 | 26.00 |
0 | 27.00 |
1 | 27.00 |
0 | 27.00 |
1 | 28.00 |
0 | 28.00 |
1 | 28.00 |
0 | 29.00 |
1 | 29.00 |
1 | 29.00 |
1 | 29.00 |
1 | 29.00 |
1 | 29.00 |
0 | 30.00 |
0 | 31.00 |
0 | 31.00 |
1 | 32.00 |
1 | 32.00 |
0 | 33.00 |
0 | 34.00 |
1 | 34.00 |
0 | 34.00 |
0 | 35.00 |
0 | 35.00 |
0 | 35.00 |
1 | 36.00 |
1 | 36.00 |
1 | 36.00 |
1 | 37.00 |
0 | 37.00 |
1 | 37.00 |
1 | 38.00 |
1 | 39.00 |
0 | 39.00 |
1 | 40.00 |
0 | 40.00 |
0 | 41.00 |
0 | 41.00 |
0 | 42.00 |
1 | 42.00 |
0 | 42.00 |
0 | 42.00 |
0 | 42.00 |
0 | 42.00 |
1 | 42.00 |
0 | 43.00 |
0 | 43.00 |
1 | 43.00 |
0 | 43.00 |
1 | 43.00 |
1 | 43.00 |
0 | 43.00 |
1 | 43.00 |
1 | 44.00 |
0 | 45.00 |
1 | 45.00 |
1 | 45.00 |
0 | 45.00 |
0 | 46.00 |
1 | 46.00 |
1 | 46.00 |
1 | 46.00 |
1 | 46.00 |
0 | 46.00 |
0 | 46.00 |
0 | 46.00 |
1 | 47.00 |
0 | 47.00 |
1 | 47.00 |
0 | 48.00 |
0 | 48.00 |
0 | 48.00 |
0 | 48.00 |
1 | 48.00 |
1 | 49.00 |
0 | 49.00 |
0 | 50.00 |
1 | 50.00 |
0 | 50.00 |
0 | 51.00 |
0 | 51.00 |
1 | 51.00 |
1 | 52.00 |
0 | 52.00 |
0 | 52.00 |
0 | 52.00 |
1 | 53.00 |
0 | 53.00 |
0 | 53.00 |
1 | 53.00 |
1 | 53.00 |
0 | 53.00 |
0 | 54.00 |
1 | 54.00 |
1 | 55.00 |
1 | 55.00 |
0 | 55.00 |
0 | 56.00 |
0 | 57.00 |
0 | 57.00 |
0 | 57.00 |
0 | 57.00 |
1 | 57.00 |
0 | 58.00 |
1 | 58.00 |
0 | 59.00 |
1 | 59.00 |
1 | 59.00 |
0 | 60.00 |
1 | 60.00 |
1 | 60.00 |
0 | 60.00 |
1 | 60.00 |
1 | 60.00 |
0 | 61.00 |
1 | 61.00 |
0 | 61.00 |
1 | 62.00 |
0 | 62.00 |
0 | 63.00 |
1 | 63.00 |
1 | 63.00 |
0 | 63.00 |
1 | 64.00 |
0 | 64.00 |
0 | 65.00 |
0 | 66.00 |
0 | 66.00 |
1 | 66.00 |
0 | 66.00 |
1 | 67.00 |
0 | 67.00 |
0 | 67.00 |
0 | 67.00 |
1 | 67.00 |
0 | 68.00 |
1 | 68.00 |
0 | 69.00 |
1 | 69.00 |
1 | 69.00 |
1 | 69.00 |
1 | 71.00 |
0 | 71.00 |
0 | 71.00 |
1 | 72.00 |
1 | 72.00 |
1 | 73.00 |
1 | 73.00 |
0 | 73.00 |
0 | 73.00 |
0 | 73.00 |
1 | 74.00 |
1 | 75.00 |
0 | 75.00 |
1 | 76.00 |
0 | 77.00 |
1 | 79.00 |
0 | 79.00 |
0 | 80.00 |
1 | 80.00 |
1 | 80.00 |
1 | 81.00 |
0 | 81.00 |
1 | 82.00 |
0 | 82.00 |
1 | 82.00 |
0 | 83.00 |
0 | 85.00 |
0 | 86.00 |
0 | 86.00 |
0 | 87.00 |
1 | 87.00 |
1 | 93.00 |
1 | 95.00 |
0 | 99.00 |
1 | 99.00 |
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Solution:
Go to data analysis>Dscriptive statistics:
Minutes_to_Task | |
Mean | 50.185 |
Standard Error | 1.434413 |
Median | 49.5 |
Mode | 43 |
Standard Deviation | 20.28567 |
Sample Variance | 411.5083 |
Kurtosis | -0.44174 |
Skewness | 0.01281 |
Range | 99 |
Minimum | 0 |
Maximum | 99 |
Sum | 10037 |
Count | 200 |
mean=50.185
median=49.5
mode=43
mean is not equal to median
and not equal to mode
Distribution is positively skewed.
Skewness=positive coeffiicent
MAx time it takes 99 minutes
min time is 0 minutes
Range=mx-min=99-0=99
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