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Analyze the following using R. Submit RMarkdown a) Perform Exploratory Data Analysis Find the Descriptive Statistics, Pie chats, Boxplots, qq-plots, Histogram, dotplots for the following
Analyze the following using R.
Submit RMarkdown
a) Perform Exploratory Data Analysis Find the Descriptive Statistics, Pie chats, Boxplots, qq-plots, Histogram, dotplots for the following dataset provided using variables Age, Salary and Expense
b) Use the boxplot to distinguish age, salary and expense-distribution against Sex. Interpret your results
ID | Sex | Age | Salary | Expense |
12 | Male | 22 | 2311 | 1050 |
13 | Male | 24 | 3231 | 1265 |
14 | Male | 27 | 2423 | 1109 |
15 | Male | 19 | 3343 | 1511 |
16 | Female | 20 | 2535 | 1147 |
17 | Female | 24 | 3455 | 1564 |
18 | Female | 26 | 2647 | 1201 |
19 | Female | 29 | 3567 | 1617 |
20 | Male | 21 | 2759 | 1246 |
21 | Male | 22 | 3679 | 1661 |
22 | Female | 26 | 2871 | 1300 |
23 | Male | 28 | 3791 | 1715 |
24 | Female | 19 | 2983 | 1343 |
25 | Male | 21 | 2999 | 1351 |
26 | Male | 24 | 2191 | 990 |
27 | Male | 16 | 3111 | 1397 |
28 | Male | 17 | 2303 | 1033 |
29 | Male | 21 | 3223 | 1450 |
30 | Female | 23 | 2415 | 1087 |
31 | Female | 26 | 3335 | 1503 |
32 | Female | 20 | 2527 | 1134 |
33 | Female | 21 | 3447 | 1548 |
34 | Male | 25 | 2639 | 1187 |
35 | Male | 27 | 3559 | 1602 |
36 | Female | 30 | 3246 | 1463 |
37 | Male | 22 | 4166 | 1870 |
38 | Female | 23 | 3358 | 1507 |
39 | Male | 27 | 4278 | 1923 |
39 | Male | 23 | 3470 | 1557 |
39 | Female | 27 | 4390 | 1974 |
39 | Female | 29 | 3582 | 1612 |
39 | Female | 32 | 4502 | 2028 |
39 | Female | 24 | 3694 | 1658 |
39 | Male | 25 | 3710 | 1666 |
39 | Male | 29 | 2902 | 1306 |
39 | Female | 31 | 3822 | 1721 |
39 | Male | 22 | 3014 | 1351 |
39 | Female | 24 | 3934 | 1766 |
39 | Male | 27 | 3126 | 1405 |
39 | Male | 19 | 4046 | 1813 |
39 | Female | 20 | 3238 | 1450 |
39 | Female | 24 | 4158 | 1867 |
39 | Female | 26 | 3350 | 1505 |
39 | Female | 29 | 4270 | 1921 |
39 | Male | 23 | 3957 | 1776 |
39 | Male | 24 | 4877 | 2190 |
39 | Female | 28 | 4069 | 1830 |
39 | Male | 30 | 4989 | 2246 |
39 | Female | 33 | 4181 | 1884 |
39 | Male | 25 | 5101 | 2292 |
39 | Male | 26 | 4293 | 1929 |
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