Question: Question: Analyze the part(s) below with using R Studio; A)Please examine the all continuous variables in the dataset using histogram, skewness, and normality analysis. B)What

Question: Analyze the part(s) below with using R Studio;

A)Please examine the all continuous variables in the dataset using histogram, skewness, and normality analysis.

B)What is the value of correlation coefficients in measuring relationships between continuous variables?

C)Which variable individually, X₆ - X₁₈, is a better predictor of Customer Satisfaction? Explain.

D)What would you expect the relationship between Customer Satisfaction and each of the categorical variables to be (i.e. positive or negative)? Explain.

Here Is The Dataset we should work on it: (Ps; Normally that dataset contains in .csv excel file.)

id,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19,x20,x21,x22 1,2,0,1,1,1,8.5,3.9,2.5,5.9,4.8,4.9,6,6.8,4.7,4.3,5,5.1,3.7,8.2,8,8.4,65.1 2,3,1,0,0,0,8.2,2.7,5.1,7.2,3.4,7.9,3.1,5.3,5.5,4,3.9,4.3,4.9,5.7,6.5,7.5,67.1 3,3,0,1,1,1,9.2,3.4,5.6,5.6,5.4,7.4,5.8,4.5,6.2,4.6,5.4,4,4.5,8.9,8.4,9,72.1 4,1,1,1,1,0,6.4,3.3,7,3.7,4.7,4.7,4.5,8.8,7,3.6,4.3,4.1,3,4.8,6,7.2,40.1 5,2,0,1,0,1,9,3.4,5.2,4.6,2.2,6,4.5,6.8,6.1,4.5,4.5,3.5,3.5,7.1,6.6,9,57.1 6,1,1,0,1,0,6.5,2.8,3.1,4.1,4,4.3,3.7,8.5,5.1,9.5,3.6,4.7,3.3,4.7,6.3,6.1,50.1 7,1,1,1,1,0,6.9,3.7,5,2.6,2.1,2.3,5.4,8.9,4.8,2.5,2.1,4.2,2,5.7,7.8,7.2,41.1 8,2,0,1,1,0,6.2,3.3,3.9,4.8,4.6,3.6,5.1,6.9,5.4,4.8,4.3,6.3,3.7,6.3,5.8,7.7,56.1 9,2,1,1,1,0,5.8,3.6,5.1,6.7,3.7,5.9,5.8,9.3,5.9,4.4,4.4,6.1,4.6,7,7.5,8.2,56.1 10,1,0,1,1,0,6.4,4.5,5.1,6.1,4.7,5.7,5.7,8.4,5.4,5.3,4.1,5.8,4.4,5.5,5.9,6.7,59.1 11,3,0,1,0,1,8.7,3.2,4.6,4.8,2.7,6.8,4.6,6.8,5.8,7.5,3.8,3.7,4,7.4,7,8.4,68.1 12,1,0,1,1,0,6.1,4.9,6.3,3.9,4.4,3.9,6.4,8.2,5.8,5.9,3,4.9,3.2,6,6.3,6.6,53.1 13,1,1,0,0,1,9.5,5.6,4.6,6.9,5,6.9,6.6,7.6,6.5,5.3,5.1,4.5,4.4,8.4,8.4,7.9,58.1 14,3,1,0,0,1,9.2,3.9,5.7,5.5,2.4,8.4,4.8,7.1,6.7,3,4.5,2.6,4.2,7.6,6.9,8.2,72.1 15,2,0,1,1,1,6.3,4.5,4.7,6.9,4.5,6.8,5.9,8.8,6,5.4,4.8,6.2,5.2,8,7,7.6,62.1 16,3,0,0,0,0,8.7,3.2,4,6.8,3.2,7.8,3.8,4.9,6.1,5,4.3,3.9,4.5,6.6,6.4,7.1,71.1 17,2,1,0,1,1,5.7,4,6.7,6,3.3,5.5,5.1,6.2,6.7,5.4,4.2,6.2,4.5,6.4,7.5,7.2,50.1 18,2,0,1,1,0,5.9,4.1,5.5,7.2,3.5,6.4,5.5,8.4,6.2,6.3,5.7,5.8,4.8,7.4,6.9,8.2,58.1 19,2,1,1,1,0,5.6,3.4,5.1,6.4,3.7,5.7,5.6,9.1,5.4,6.1,5,6,4.5,6.8,7.5,7.9,55.1 20,3,0,1,1,0,9.1,4.5,3.6,6.4,5.3,5.3,7.1,8.4,5.8,6.7,4.5,6.1,4.4,7.6,8.5,8.8,67.1 21,1,0,0,1,0,5.2,3.8,7.1,5.2,3.9,4.3,5,8.4,7.1,4.6,3.3,4.9,3.3,5.4,5.5,7,50.1 22,3,1,1,1,1,9.6,5.7,6.8,5.9,5.4,8.3,7.8,4.5,6.4,6.5,4.3,3,4.3,9.9,9.6,9.9,70.1 23,2,0,0,0,1,8.6,3.6,7.4,5.1,3.5,7.3,4.7,3.7,6.7,6,4.8,3.4,4,7,7.1,8.1,60.1 24,3,0,1,1,1,9.3,2.4,2.6,7.2,2.2,7.2,4.5,6.2,6.4,4.2,6.7,4.4,4.5,8.6,8.1,8,65.1 25,1,0,0,1,0,6,4.1,5.3,4.7,3.5,5.3,5.3,8,6.5,3.9,4.7,5.3,4,4.8,4.9,5.5,55.1 26,2,0,1,1,0,6.4,3.6,6.6,6.1,4,3.9,5.3,7.1,6.1,3.7,5.6,6.6,3.9,6.6,6.8,7,58.1 27,3,0,0,0,0,8.5,3,7.2,5.8,4.1,7.6,3.7,4.8,6.9,6.7,5.3,3.8,4.4,6.3,7.1,7,70.1 28,1,1,0,1,0,7,3.3,5.4,5.5,2.6,4.8,4.2,9,6.5,5.9,4.3,5.2,3.7,5.4,5.5,5.6,55.1 29,3,0,0,0,0,8.5,3,5.7,6,2.3,7.6,3.7,4.8,5.8,6,5.7,3.8,4.4,6.3,6.9,7.2,70.1 30,1,1,1,1,0,7.6,3.6,3,4,5.1,4.2,4.6,7.7,4.9,7.2,4.7,5.5,3.5,5.4,5.5,6.2,52.1 31,1,1,0,0,1,6.9,3.4,8.5,4.3,4.5,6.4,4.7,5.2,7.7,3.3,3.7,2.7,3.3,6.1,6.8,7.1,44.1 32,1,0,1,1,0,8.1,2.5,7.2,4.5,2.3,5.1,3.8,6.6,6.8,6.1,3,3.5,3,6.4,5.8,6.2,51.1 33,1,1,1,1,0,6.7,3.7,6.5,5.3,5.3,5.1,4.9,9.2,5.7,4.2,3.5,4.5,3.4,5.4,6.5,7.6,44.1 34,2,1,1,1,0,8,3.3,6.1,5.7,5.5,4.6,4.7,8.7,5.9,3.8,4.7,6.6,4.2,7.3,7.5,9,62.1 35,1,0,1,1,0,6.7,4,5.2,3.9,3,5.4,6.8,8.4,6.2,6,2.5,4.3,3.5,6.3,6.6,6.7,54.1 36,1,0,0,0,0,8.7,3.2,6.1,4.3,3.5,6.1,2.9,5.6,6.1,6.5,3.1,2.9,2.5,5.4,4.6,7.1,51.1 37,2,0,0,0,1,9,3.4,5.9,4.6,3.9,6,4.5,6.8,6.4,4.3,3.9,3.5,3.5,7.1,8,7.2,57.1 38,3,0,1,1,1,9.6,4.1,6.2,7.3,2.9,7.7,5.5,7.7,6.1,4.4,5.2,4.6,4.9,8.7,9.9,9.9,77.1 39,2,1,1,1,0,8.2,3.6,3.9,6.2,5.8,4.9,5,9,5.2,7.1,4.7,6.9,4.5,7.6,6.9,7.6,65.1 40,1,0,0,1,0,6.1,4.9,3,4.8,5.1,3.9,6.4,8.2,5.1,6.8,4.5,4.9,3.2,6,5.5,5.8,53.1 41,2,1,1,1,0,8.3,3.4,3.3,5.5,3.1,4.6,5.2,9.1,4.1,1.7,4.6,5.8,3.9,7,7.5,8.4,61.1 42,2,1,0,0,1,9.4,3.8,4.7,5.4,3.8,6.5,4.9,8.5,4.9,6.2,4.1,4.5,4.1,7.6,8,7.9,61.1 43,3,0,1,0,1,9.3,5.1,4.6,6.8,5.8,6.6,6.3,7.4,5.1,4.1,4.6,4.6,4.3,8.9,7.8,7.6,72.1 44,2,1,1,1,1,5.1,5.1,6.6,6.9,4.4,5.4,7.8,5.9,7.2,5.2,4.9,6.3,4.5,7.6,7.9,8.4,55.1 45,3,1,0,0,0,8,2.5,4.7,7.1,3.6,7.7,3,5.2,5.1,3.9,4.3,4.2,4.7,5.5,5.6,6.5,65.1 46,2,0,1,1,0,5.9,4.1,5.7,5.9,5.8,6.4,5.5,8.4,6.4,5.1,5.2,5.8,4.8,7.4,8.6,7.7,58.1 47,3,1,0,0,1,10,4.3,7.1,6.3,2.9,5.4,4.5,3.8,6.7,3.7,5,4,3.5,7.1,8.8,8,67.1 48,2,1,1,1,0,5.7,3.8,6.8,7.5,5.7,5.7,6,8.2,6.6,4.8,6.5,7.3,5.2,7.6,7.6,7.1,60.1 49,3,0,0,1,1,9.9,3.7,3.7,6.1,4.2,7,6.7,6.8,5.9,7.2,4.5,3.4,3.9,8.7,8.1,8.5,67.1 50,3,1,1,0,1,7.9,3.9,4.3,5.8,4.4,6.9,5.8,4.7,5.2,3.6,4.1,4.2,4.3,8.6,7.8,7.6,61.1 51,1,0,1,1,0,6.7,3.6,5.9,4.2,3.4,4.7,4.8,7.2,5.7,5.3,4,3.6,2.8,5.4,7.5,7.2,48.1 52,3,1,0,0,0,8.2,2.7,3.7,7.4,2.7,7.9,3.1,5.3,5.3,5,4.5,4.3,4.9,5.7,7.1,8.2,67.1 53,3,0,1,1,1,9.4,2.5,4.8,6.1,3.2,7.3,4.6,6.3,6.3,9.2,4.7,4.6,4.6,8.7,9,9,66.1 54,1,1,0,0,1,6.9,3.4,5.7,4.4,3.3,6.4,4.7,5.2,6.4,4.4,3.2,2.7,3.3,6.1,7,7.2,44.1 55,2,1,1,1,0,8,3.3,3.8,5.8,3.2,4.6,4.7,8.7,5.3,4.2,4.9,6.6,4.2,7.3,8.1,8.1,62.1 56,3,1,0,0,0,9.3,3.8,7.3,5.7,3.7,6.4,5.5,7.4,6.6,5.9,4.1,3.2,3.4,7.7,7.6,8.9,59.1 57,2,0,1,1,1,7.4,5.1,4.8,7.7,4.5,7.2,6.9,9.6,6.4,7.4,5.7,6.5,5.5,9,7.9,8.8,74.1 58,3,1,0,0,0,7.6,3.6,5.2,5.8,5.6,6.6,5.4,4.4,6.7,6.4,4.6,3.9,4,8.2,7.5,7.5,58.1 59,3,1,0,0,0,10,4.3,5.3,3.7,4.2,5.4,4.5,3.8,6.7,4.5,3.7,4,3.5,7.1,6.5,7,67.1 60,3,1,1,1,0,9.9,2.8,7.2,6.9,2.6,5.8,3.5,5.4,6.2,7,5.6,4.9,4,7.9,8.5,8.5,61.1 61,3,0,0,0,0,8.7,3.2,8.4,6.1,2.8,7.8,3.8,4.9,7.2,4.5,5.4,3.9,4.5,6.6,6.9,7.2,71.1 62,2,0,1,1,1,8.4,3.8,6.7,5,4.5,4.7,5.9,6.7,5.1,4.2,2.7,5,3.6,8,7.6,8.8,63.1 63,1,0,0,0,1,8.8,3.9,3.8,5.1,4.3,4.7,4.8,5.8,5,7.2,4.4,3.7,2.9,6.3,5.5,8,44.1 64,1,0,1,1,0,7.7,2.2,6.3,4.5,2.4,4.7,3.4,6.2,6,4.7,3.3,3.1,2.6,6,6,8.1,47.1 65,1,0,1,1,0,6.6,3.6,5.8,4.1,4.9,4.7,4.8,7.2,6.5,3.9,3.5,3.6,2.8,5.4,6.9,7.1,48.1 66,2,1,1,1,0,5.7,3.8,3.5,6.7,5.4,5.7,6,8.2,5.4,5,4.7,7.3,5.2,7.6,6.9,9,60.1 67,2,1,0,1,0,5.7,4,7.9,6.4,2.7,5.5,5.1,6.2,7.5,6.4,5,6.2,4.5,6.4,5.6,6.2,50.1 68,2,1,0,1,1,5.5,3.7,4.7,5.4,4.3,5.3,4.9,6,5.6,2.5,4.5,5.9,4.3,6.1,6.3,8.2,48.1 69,1,1,1,1,0,7.5,3.5,3.8,3.5,2.9,4.1,4.5,7.6,5.1,5.2,4,5.4,3.4,5.2,5.8,5.8,51.1 70,2,0,1,1,0,6.4,3.6,2.7,5.3,3.9,3.9,5.3,7.1,5.2,5.5,4.7,6.6,3.9,6.6,6.6,8,58.1 71,3,0,0,1,0,9.1,4.5,6.1,5.9,6.3,5.3,7.1,8.4,7.1,5.7,5.4,6.1,4.4,7.6,7.5,7.7,67.1 72,1,1,0,0,1,6.7,3.2,3,3.7,4.8,6.3,4.5,5,5.2,2.5,2.9,2.6,3.1,5.8,6,7,43.1 73,2,0,1,1,0,6.5,4.3,2.7,6.6,6.5,6.3,6,8.7,4.7,6.3,4.6,5.6,4.6,7.9,6.6,7.9,66.1 74,3,0,1,1,1,9.9,3.7,7.5,4.7,5.6,7,6.7,6.8,7.2,4.6,4.1,3.4,3.9,8.6,8.8,9.8,66.1 75,2,0,1,1,1,8.5,3.9,5.3,5.5,5,4.9,6,6.8,5.7,3.6,4.4,5.1,3.7,8.2,7,8.4,65.1 76,3,0,0,0,0,9.9,3,6.8,5,5.4,5.9,4.8,4.9,7.3,7.6,3.1,4.3,3.8,7.1,6.6,8.9,63.1 77,1,0,0,1,1,7.6,3.6,7.6,4.6,4.7,4.6,5,7.4,8.1,6.6,4.5,5.8,3.9,6.4,6.9,7.5,49.1 78,2,1,0,0,1,9.4,3.8,7,6.2,4.7,6.5,4.9,8.5,7.3,2.4,4.3,4.5,4.1,7.6,7.3,8,61.1 79,3,0,0,0,1,9.3,3.5,6.3,7.6,5.5,7.5,5.9,4.6,6.6,3.1,5.2,4.1,4.6,8.9,7.3,8.1,72.1 80,1,1,1,1,0,7.1,3.4,4.9,4.1,4,5,5.9,7.8,6.1,3.5,2.6,3.1,2.7,5.7,5.8,7.6,44.1 81,3,0,1,0,0,9.9,3,7.4,4.8,4,5.9,4.8,4.9,5.9,6.9,3.2,4.3,3.8,7.1,7.9,8.8,63.1 82,3,0,0,0,0,8.7,3.2,6.4,4.9,2.4,6.8,4.6,6.8,6.3,5.1,4.3,3.7,4,7.4,7.3,8,68.1 83,2,0,0,0,1,8.6,2.9,5.8,3.9,2.9,5.6,4,6.3,6.1,4,2.7,3,3,6.6,6.1,8.5,53.1 84,1,1,0,1,0,6.4,3.2,6.7,3.6,2.2,2.9,5,8.4,7.3,6.5,2,3.7,1.6,5,5.1,6.5,37.1 85,2,0,0,0,1,7.7,2.6,6.7,6.6,1.9,7.2,4.3,5.9,6.5,4.1,4.7,3.9,4.3,8.2,7.5,7.7,52.1 86,1,1,1,1,0,7.5,3.5,4.1,4.5,3.5,4.1,4.5,7.6,4.9,2.8,3.4,5.4,3.4,5.2,6,7.2,51.1 87,1,0,0,1,0,5,3.6,1.3,3,3.5,4.2,4.9,8.2,4.3,7.6,2.4,4.8,3.1,5.2,5.5,6,48.1 88,2,0,0,0,1,7.7,2.6,8,6.7,3.5,7.2,4.3,5.9,6.9,7.7,5.1,3.9,4.3,8.2,7.6,8.2,52.1 89,2,1,0,0,1,9.1,3.6,5.5,5.4,4.2,6.2,4.6,8.3,6.5,4.1,4.6,4.3,3.9,7.3,6.5,7.4,59.1 90,2,1,0,1,1,5.5,5.5,7.7,7,5.6,5.7,8.2,6.3,7.4,4.9,5.5,6.7,4.9,8.2,7.6,9.3,59.1 91,3,1,0,0,0,9.1,3.7,7,4.1,4.4,6.3,5.4,7.3,7.5,4.6,4.4,3,3.3,7.4,7.9,7.9,58.1 92,1,1,0,1,0,7.1,4.2,4.1,2.6,2.1,3.3,4.5,9.9,5.5,3.5,2,4,2.4,4.8,5,6.5,51.1 93,3,1,1,0,1,9.2,3.9,4.6,5.3,4.2,8.4,4.8,7.1,6.2,6.6,4.4,2.6,4.2,7.6,7.5,8.6,72.1 94,3,0,1,1,1,9.3,3.5,5.4,7.8,4.6,7.5,5.9,4.6,6.4,4.9,4.8,4.1,4.6,8.9,7.6,8.9,72.1 95,3,1,1,0,0,9.3,3.8,4,4.6,4.7,6.4,5.5,7.4,5.3,4.8,3.6,3.2,3.4,7.7,7.3,8.4,59.1 96,1,1,0,0,1,8.6,4.8,5.6,5.3,2.3,6,5.7,6.7,5.8,3.6,4.9,3.6,3.6,7.3,8.1,8.1,50.1 97,1,0,0,1,1,7.4,3.4,2.6,5,4.1,4.4,4.8,7.2,4.5,6.4,4.2,5.6,3.7,6.3,5.5,7.2,48.1 98,1,0,0,0,1,8.7,3.2,3.3,3.2,3.1,6.1,2.9,5.6,5,4.3,3.1,2.9,2.5,5.4,7,7.7,51.1 99,2,1,0,1,1,7.8,4.9,5.8,5.3,5.2,5.3,7.1,7.9,6,5.7,4.3,4.9,3.9,6.4,7.1,7.4,61.1 100,2,1,1,1,0,7.9,3,4.4,5.1,5.9,4.2,4.8,9.7,5.7,5.8,3.4,5.4,3.5,6.4,7.3,7,57.1

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Please answer (Attached image) question 4 from the right side. Answer them using R Studio or RapidMiner Studio. Churn data: https://github.com/albayraktaroglu/Datasets/blob/master/churn.csv Data...

Please answer (Attached image) question 3 from the right side. Answer them using R Studio or RapidMiner Studio. Churn data: https://github.com/albayraktaroglu/Datasets/blob/master/churn.csv Data...

Help please by using R studio. Edit View History Bookmarks Window Help O . . . O Quiz 1 - labdelhalim411@hcc.edu You will use RStudio to generate all statistics and graphs. . VERY IMPORTANT: You must...

Instructions : Code problems and solve using R studio, when necessary. *Note* First step always use the following example to lead data Example is CHARITY data is mentioned follow:...

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Week 2: Understanding and Exploring Assumptions You will submit one Word document, including your SPSS output. 1. Why do we care whether the assumptions required for statistical tests are met? (Tip:...

In this part, you twill examine the hivariate relationships between the variables with a matrix of scatterplots and a correlation matrix {a} Obtain a matrix of scatterplots for The eightvariahles....

Joanne Plummer is self-employed in 2018. Her Schedule C net income is $30,366 for the year, and Joanne also had a part-time job and earned $4,400 which was subject to FICA tax. Joanne received...

A distributor for Celanese Chemical Company stores large quantities of chemicals, blends these chemicals to satisfy the requests of customers, and delivers the blends to a customers warehouse within...

Question 1 1 1 pts Bowman's Strategy Clock matrix determines a company's competibive position relative to the time it takes for products to go from manufacture to consumer. True False

Create a structure array that contains the following information fields concerning the road bridges in a town: bridge location, maximum load (tons), year built, year due for maintenance. Then enter...

Compare the Hawthorne effect with McGregors notion of self-fulfilling prophecies.

The template for exercise 14 gives the 10-year history of Intels quarterly dividends. Compute Intels cost of equity r E using the Gordon dividend model. Compare the cost of equity computed on the...

a. Sketch the graph of y = |2x + 4| for - 6

Write a program to solve the general case of Problem 7.26, in which the states, velocities, and area are input variables. Use a constant specific heat and find the diffuser exit area, temperature,...

Which of the following strategies is a firm most likely to use, if it initiates a joint venture with a local company in a foreign country, as a way of adapting to risk?

Discuss the four factors that most strongly influence HRM in international markets. page 679

List the different categories of international employees. page 689

Discuss the ways companies attempt to select, train, compensate, and reintegrate expatriate managers. page 693