Consider the data in the table below which was collected from a random sample of 20 vendors at a local open market during the first week after the lockdown period: Vendor Type of service Gender Number of years in operation Daily income (N$) 1 Food & Drinks Male > 5 years 1555 2 Food & Drinks Male < 1 year 806 3 Food & Drinks Female Between 1 and 5 years 1150 4 Food & Drinks Female Between 1 and 5 years 1350 5 Food & Drinks Female > 5 years 1790 6 Food & Drinks Female Between 1 and 5 years 1660 7 Food & Drinks Male < 1 year 505 8 Food & Drinks Female > 5 years 1950 9 Clothing Male Between 1 and 5 years 2440 10 Clothing Male > 5 years 1811 11 Clothing Female Between 1 and 5 years 1904 12 Clothing Female > 5 years 2209 13 Clothing Female < 1 year 1600 14 Clothing Female > 5 years 2010 15 Clothing Female Between 1 and 5 years 2301 16 Electronics Male Between 1 and 5 years 299 17 Electronics Male < 1 year 549 18 Electronics Male > 5 years 662 19 Electronics Male Between 1 and 5 years 1444 20 Electronics Female < 1 year 755 REQUIRED TO: Are the data time series or cross-sectional? Motivate. Indicate the data type for each of the random variables. Indicate the data measurement scale for each of the random variables.

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Consider the data in the table below which was collected from a random sample of 20 vendors at a local open market during the first week after the lockdown period:

Vendor

Type of service

Gender

Number of years in operation

Daily income (N$)

1

Food & Drinks

Male

> 5 years

1555

2

Food & Drinks

Male

< 1 year

806

3

Food & Drinks

Female

Between 1 and 5 years

1150

4

Food & Drinks

Female

Between 1 and 5 years

1350

5

Food & Drinks

Female

> 5 years

1790

6

Food & Drinks

Female

Between 1 and 5 years

1660

7

Food & Drinks

Male

< 1 year

505

8

Food & Drinks

Female

> 5 years

1950

9

Clothing

Male

Between 1 and 5 years

2440

10

Clothing

Male

> 5 years

1811

11

Clothing

Female

Between 1 and 5 years

1904

12

Clothing

Female

> 5 years

2209

13

Clothing

Female

< 1 year

1600

14

Clothing

Female

> 5 years

2010

15

Clothing

Female

Between 1 and 5 years

2301

16

Electronics

Male

Between 1 and 5 years

299

17

Electronics

Male

< 1 year

549

18

Electronics

Male

> 5 years

662

19

Electronics

Male

Between 1 and 5 years

1444

20

Electronics

Female

< 1 year

755

REQUIRED TO:

  1. Are the data time series or cross-sectional? Motivate.
  2. Indicate the data type for each of the random variables.
  3. Indicate the data measurement scale for each of the random variables.
  4. Construct an appropriate tabular representation/summary of the random variable Number of years in operation and provide an interpretation.                
  5. Construct a cross-tabulation of the data on Daily Income and Type of service and provide an interpretation. Hint: Use a class width of N$ 500 for Daily Income.
  6. Calculate and interpret relative measures of variability for the Daily Income for each of the three categories of Type of service.
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