Question: 1. Run qplot() and ggplot() functions in R [please see my R scripts for qplot() Download qplot()and ggplot() Download ggplot()to know how to run those
1. Run qplot() and ggplot() functions in R [please see my R scripts for qplot() Download qplot()and ggplot() Download ggplot()to know how to run those functions] or use SPSS on at least five different variables in engagement.csv datasets and provide the graphs of their distributions in either MS Word or PDF format. You can choose any variables for plotting the graphs. Please also share the R scripts and SPSS outcome file you use for me to know how you have used R or SPSS to prepare the graphs. Do make sure to run most of the commands I have listed to make yourself familiar with R plotting (In case you use R). 2. The dataset has 17 variables. Based on your observations on their distributions and descriptive statistics, please list which variables are nominal, ordinal, and interval-ratio.
| DepartmentGroupNumber | GroupSize | PercentMale | NumberTeamLeads | NumberFeMaleTeamLeads | Location | LondonorNot | Function | EMPsurvEngage_1 | EMPsurvEngage_2 | EMPsurvEngage_3 | EMPsurvEngage_4 | EMPsurvEngage_5 | EMPsurvEngage_6 | EMPsurvEngage_7 | EMPsurvEngage_8 | EMPsurvEngage_9 |
| 1 | 13 | 100 | 2 | 0 | 3 | 2 | 1 | 100 | 100 | 100 | 85 | 100 | 92 | 92 | 77 | 77 |
| 2 | 41 | 67 | 6 | 0 | 2 | 1 | 1 | 93 | 98 | 93 | 90 | 100 | 88 | 90 | 59 | 85 |
| 3 | 28 | 65 | 4 | 2 | 3 | 2 | 1 | 89 | 96 | 96 | 82 | 100 | 74 | 89 | 57 | 93 |
| 4 | 43 | 65 | 6 | 0 | 3 | 2 | 1 | 93 | 93 | 88 | 60 | 98 | 67 | 88 | 47 | 81 |
| 5 | 10 | 25 | 1 | 0 | 2 | 1 | 2 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 70 | 100 |
| 6 | 25 | 54 | 4 | 2 | 3 | 2 | 1 | 100 | 100 | 96 | 76 | 100 | 80 | 88 | 76 | 92 |
| 7 | 27 | 35 | 4 | 2 | 3 | 2 | 2 | 85 | 100 | 89 | 78 | 96 | 81 | 89 | 85 | 74 |
| 9 | 60 | 25 | 9 | 0 | 2 | 1 | 2 | 100 | 83 | 83 | 77 | 85 | 65 | 90 | 62 | 68 |
| 10 | 53 | 25 | 8 | 0 | 1 | 1 | 2 | 100 | 83 | 85 | 83 | 87 | 68 | 89 | 64 | 70 |
| 11 | 18 | 52 | 3 | 0 | 3 | 2 | 1 | 100 | 89 | 89 | 61 | 94 | 72 | 89 | 50 | 83 |
| 12 | 31 | 24 | 4 | 0 | 1 | 1 | 2 | 100 | 100 | 100 | 87 | 94 | 87 | 97 | 68 | 90 |
| 13 | 30 | 25 | 4 | 0 | 2 | 1 | 2 | 100 | 100 | 97 | 77 | 100 | 83 | 97 | 80 | 97 |
| 14 | 10 | 35 | 1 | 0 | 1 | 1 | 2 | 100 | 90 | 90 | 80 | 100 | 90 | 100 | 50 | 90 |
| 15 | 50 | 76 | 7 | 2 | 2 | 1 | 1 | 96 | 90 | 90 | 74 | 90 | 76 | 86 | 72 | 80 |
| 16 | 47 | 65 | 7 | 3 | 2 | 1 | 1 | 96 | 98 | 93 | 68 | 100 | 91 | 96 | 63 | 74 |
| 17 | 47 | 65 | 7 | 0 | 3 | 2 | 2 | 79 | 66 | 49 | 36 | 72 | 64 | 83 | 32 | 30 |
| 18 | 18 | 65 | 3 | 1 | 1 | 1 | 2 | 100 | 100 | 94 | 78 | 100 | 94 | 89 | 72 | 78 |
| 19 | 28 | 67 | 4 | 0 | 1 | 1 | 2 | 96 | 86 | 86 | 54 | 96 | 57 | 89 | 82 | 82 |
| 20 | 14 | 85 | 2 | 1 | 2 | 1 | 1 | 71 | 71 | 57 | 50 | 93 | 57 | 86 | 57 | 64 |
| 21 | 55 | 65 | 8 | 0 | 1 | 1 | 2 | 96 | 91 | 95 | 84 | 96 | 87 | 91 | 78 | 87 |
| 22 | 40 | 67 | 6 | 0 | 3 | 2 | 2 | 90 | 95 | 88 | 78 | 93 | 75 | 90 | 65 | 83 |
| 23 | 21 | 75 | 3 | 2 | 3 | 2 | 1 | 95 | 100 | 100 | 95 | 95 | 86 | 100 | 95 | 100 |
| 24 | 22 | 45 | 3 | 0 | 3 | 2 | 2 | 100 | 91 | 91 | 77 | 91 | 91 | 91 | 68 | 91 |
| 25 | 17 | 58 | 2 | 1 | 1 | 1 | 1 | 88 | 76 | 76 | 65 | 88 | 41 | 82 | 41 | 47 |
| 26 | 62 | 75 | 9 | 0 | 1 | 1 | 1 | 87 | 84 | 76 | 65 | 89 | 58 | 81 | 39 | 69 |
| 27 | 33 | 87 | 5 | 0 | 3 | 2 | 1 | 79 | 64 | 52 | 73 | 58 | 58 | 61 | 33 | 58 |
| 28 | 12 | 58 | 2 | 0 | 1 | 1 | 1 | 100 | 75 | 58 | 75 | 75 | 67 | 58 | 50 | 42 |
| 29 | 11 | 33 | 2 | 0 | 1 | 1 | 2 | 100 | 91 | 100 | 82 | 100 | 82 | 100 | 73 | 91 |
| 30 | 17 | 32 | 2 | 0 | 1 | 1 | 2 | 100 | 100 | 100 | 94 | 100 | 88 | 100 | 88 | 94 |
| 31 | 14 | 75 | 2 | 1 | 1 | 1 | 1 | 93 | 93 | 93 | 79 | 86 | 86 | 86 | 79 | 93 |
| 32 | 11 | 100 | 2 | 0 | 1 | 1 | 1 | 64 | 45 | 45 | 55 | 55 | 36 | 73 | 64 | 36 |
| 33 | 10 | 57 | 1 | 0 | 3 | 2 | 1 | 100 | 100 | 100 | 50 | 100 | 60 | 90 | 70 | 80 |
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