Statistic Project

4

–

1

2

 in statistical problem solving. Students complete a brief online survey, analyze their class census results, and compare their class with random samples of students in the United States and other countries.

Your random sample includes 

6

5

7

 randomly selected responses stored on the Census at School website.  Only responses from 

9

th – 

12

th graders living in California, South Carolina, and Montana are included. See the attached key to understand the subset of questions we have included responses for.

In the dataset, you will see the variables listed below. Here are their descriptions:

Variable

Name

Description

1

Region

Which state do they live in? (California versus South Carolina)

2

Vegetarian

Are you vegetarian?

3

Ageyears

How old are you (years)?

4

Languages_spoken

Number of languages spoken.

5

Travel_to_School

What is the main method of transportation you typically use to get to school?

6

Importance_reducing_pollution

How important is reducing air polution issues to you? 0 (not important) to 

10

00 (very important).

7

Importance_recycling

How important is recycling to you? 0 (not important) to 1000 (very important).

8

Importance_conserving_water

How important conseverving water s to you? 0 (not important) to 1000 (very important).

9

Importance_owning_computer

How important is owning a computer you? 0 (not important) to 1000 (very important).

10

Importance_Internet_access

How important is access to the internet to you? 0 (not important) to 1000 (very important).

11

Preferred_Status

Which would you prefer to be? Select one.

12

Travel_Time

Minutes it takes to get to school

13

Outdoor_Activities_Hours

Estimate how many hours a week you usually spend playing sports/outdoor games or activities.

14

Video_Games_Hours

Estimate how many hours a week you usually spend playing computer/video games

15

Watching_TV_Hours

Estimate how many hours a week you spend watching TV

16

Paid_Work_Hours

How many hours per week to you work (at a paid job)?

Part 1: Understanding the data

Describe the observational units.

What is the population of interest?

Describe the sample. Is the sample representative of the population?

Which variables could best be summarized with a histogram, boxplot, or dot plot (give 4 variables)?

Which variables could best be summarized with a pie chart or bar chart (give 4 variables)?

Part 2: Forming Questions

Use the variables above to come up with research questions or claims that can be answered using the stated hypothesis test. Write out your hypothesis in words and in symbolic notation.

A. 2 proportion z-test

Variable 1 __________________________________Variable 2 ______________________________________

Claim to be tested: ____________________________________________________________________________

___________________________________________________________________________________________

H0:

HA:

B. 2 sample t-test

Variable 1 __________________________________Variable 2 ______________________________________Claim to be tested: _______________________________________________________________________________________________________________________________________________________________________H0:HA:

C.  – test of independence

Variable 1 __________________________________Variable 2 ______________________________________Claim to be tested: _______________________________________________________________________________________________________________________________________________________________________H0:HA:

D. ANOVA

Variable 1 __________________________________Variable 2 ______________________________________Claim to be tested: _______________________________________________________________________________________________________________________________________________________________________H0:HA:

E. Linear regression t-test

Variable 1 __________________________________Variable 2 ______________________________________Claim to be tested: _______________________________________________________________________________________________________________________________________________________________________H0:HA:

Part 3: Using samples for inferences on the population

Directions: Conduct each hypothesis test on its own page.

Application 1

Circle one of the questions below to analyze

:

Is there strong evidence to show that students from CA tend to be able to speak more languages compared to students from SC?

Is there strong evidence to show that students in CA tend to rate the importance of conserving water higher than students from SC?

Define the parameter and state the appropriate hypotheses.

Name the procedure you are using.

Calculations: Find the appropriate numerical summaries, test statistic, and p-value.

 Include a screen shot.

Write an appropriate conclusion.

Application 2

Circle one of the questions below to analyze

Is there strong evidence that students in CA are more likely to take a bus to school than students in MT?

Is there strong evidence that students in CA are less likely to prefer to be “Rich and Famous” than students in SC

Is there strong evidence that there is a difference in the proportion of students who are vegetarian in CA and SC?

Define the parameter and state the appropriate hypotheses.

Name the procedure you are using and the significance level.

Calculations: Find the appropriate numerical summaries, test statistic, and p-value.Write an appropriate conclusion.

Application 3

Pick one of the topics below (circle one) or COME UP WITH YOUR TOPIC (5 POINTS EXTRA CREDIT FOR COMING UP WITH YOUR OWN):

Explore the relationship between rating of importance of reducing pollution and the importance of recycling.

Explore the relationship between method of transportation and outdoor hours

Explore the relationship between vegetarianism and region.

Which variables will you use to explore the relationship? Classify them as categorical/quantitative and as explanatory and response.

Create the appropriate graphical summary. Include the statistics that summarize the relationship between the variables. Without doing a hypothesis test, do you think this sample’s graph and statistics provide evidence of relationship between the variables in the population? Explain your reasoning.

If you were going to conduct an appropriate hypothesis test to investigate the relationship which procedure would you use and why?

Part 4: Reflect on Statistical Practices

Directions:Select one of your application problems from part 3 and use it to answer all of the following.

How was the sample collected? Is the sample large enough? Be careful each test has a different way of testing this.

Recall, a casual relationship suggest that a particular explanatory variable (the cause) has an effect on the response variable of interest (the effect). . Explain why they hypothesis tests you used in part 3 do not test for casual relationships.

Who would find the results of this hypothesis test be useful in making decisions? How might the results influence decision making.

When we use random samples, we need to be aware of the potential consequences of a type I/type II error. Review your conclusion and determine which type of error might have been made? What does it mean to make this error? What would a consequence of this error be?

Region
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
Ageyears
Vegetarian
17 No
17 No
17 No
14 No
16 No
17 No
17 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
19 No
17 No
17 No
17 No
17 No
16 No
17 No
16 No
17 No
16 No
16 No
17 No
18 No
14 No
17 No
14 No
24 No
16 No
17 No
16 No
16 No
17 No
17 No
17 No
17 No
Languages_spoken
Travel_to_School
Travel_time_to_School
Importance_reducing_pollution
2 Bus
45
75
1 Bus
20
1000
4 Bus
40
700
2 Bus
90
439
2 Bus
36
476
2 Bus
40
70
1 Bus
30
583
2 Bus
35
1000
2 Bus
10
1000
2 Bus
30
500
2 Bus
30
1000
2 Bus
90
1000
2 Bus
60
600
2 Bus
15
1000
5 Bus
50
503
2 Bus
15
1000
2 Bus
60
200
1 Bus
35
1000
2 Bus
10
600
2 Bus
30
1000
2 Bus
35
100
2 Bus
45
8
3 Bus
30
700
2 Bus
55
850
2 Bus
30
800
2 Bus
15
455
2 Bus
40
1000
1 Bus
35
1000
1 Bus
90
690
2 Bus
40
100
2 Bus
20
1000
1 Bus
70
845
3 Bus
75
750
2 Bus
60
1000
2 Bus
30
465
2 Bus
25
100
1 Bus
80
999
2 Bus
10
16
2 Bus
35
1000
2 Bus
10
1000
2 Car
6
400
1 Car
5
700
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
16 No
15 No
18 No
17 No
18 No
16 No
16 No
18 No
18 No
17 No
17 No
17 No
15 No
17 No
17 No
14 No
17 No
17 No
17 No
17 No
16 No
16 No
17 No
17 No
17 No
14 No
17 No
18 No
14 No
17 No
16 No
17 No
15 No
15 No
16 No
14 No
13 No
17 No
16 No
16 No
17 No
17 No
17 No
1 Car
3 Car
3 Car
1 Car
1 Car
2 Car
1 Car
3 Car
1 Car
1 Car
2 Car
1 Car
1 Car
2 Car
2 Car
1 Car
2 Car
2 Car
1 Car
2 Car
2 Car
2 Car
1 Car
2 Car
2 Car
2 Car
2 Car
1 Car
1 Car
2 Car
2 Car
2 Car
2 Car
3 Car
2 Car
2 Car
1 Car
2 Car
2 Car
2 Car
2 Car
1 Car
2 Car
20
8
10
5
45
20
10
35
4
15
3
10
10
2
5
15
15
15
15
35
30
15
5
15
35
15
10
12
8
30
15
30
12
10
5
15
15
4
20
10
20
15
20
1000
100
500
69
250
900
930
1000
3
750
900
1000
7
900
631
856
690
900
1000
600
465
627
980
750
1000
1000
500
800
556
700
780
422
305
850
1000
900
900
6
1000
1000
750
950
800
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
17 No
17 No
17 No
18 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
15 No
17 No
17 No
16 No
18 No
17 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
16 No
17 No
16 No
17 No
17 No
17 No
16 No
17 No
15 No
1 Car
2 Car
2 Car
1 Car
1 Car
2 Car
1 Car
3 Car
2 Car
2 Car
2 Car
3 Car
3 Car
3 Car
2 Car
3 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
2 Car
2 Car
1 Car
2 Car
1 Car
2 Car
2 Car
30
10
4
25
20
15
15
20
27
27
10
20
20
20
5
5
7
7
15
6
15
15
5
10
5
6
6
10
5
5
5
40
45
30
10
40
7
20
15
20
25
30
13
914
600
679
800
600
588
1000
899
900
900
600
1000
1000
1000
600
759
775
8
950
503
700
300
100
1000
1000
1000
800
400
503
1000
684
500
1000
753
888
668
610
642
400
900
1000
800
700
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
15 No
17 No
15 No
17 No
17 No
17 No
17 No
17 No
16 No
16 No
17 No
17 No
17 No
17 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
16 No
17 No
16 No
17 No
18 No
15 No
17 No
14 No
16 No
17 No
16 No
18 No
17 No
17 No
15 No
17 No
17 No
16 No
17 No
16 No
16 No
16 No
3 Car
1 Car
2 Car
1 Car
2 Car
3 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
2 Car
2 Car
4 Car
1 Car
1 Car
2 Car
3 Car
2 Car
1 Car
1 Car
2 Car
2 Car
2 Car
2 Car
2 Car
1 Car
1 Car
1 Car
3 Car
2 Car
2 Car
2 Car
1 Car
2 Car
3 Car
2 Car
2 Car
2 Car
1 Car
1 Car
2 Car
5
8
10
10
5
5
15
15
6
35
10
5
15
5
20
20
20
8
30
5
5
5
20
15
10
5
10
10
10
27
30
10
3
15
28
20
13
12
10
35
15
13
40
640
500
998
1000
802
1000
900
166
1000
0
800
800
999
1000
1000
900
600
700
0
1000
800
556
679
214
540
600
1000
350
200
1000
650
900
930
1000
200
300
701
679
900
1000
1000
679
1000
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
17 No
15 No
16 No
17 No
17 No
16 No
14 No
16 No
17 No
17 No
17 No
16 No
18 No
17 No
18 No
17 No
17 No
14 No
17 No
16 No
18 No
18 No
17 No
17 No
16 No
17 No
17 No
15 No
15 No
16 No
17 No
16 No
17 No
17 No
18 No
16 No
17 No
17 No
16 No
17 No
16 No
15 No
17 No
1 Car
1 Car
1 Car
2 Car
2 Car
2 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
3 Car
1 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
45
17
15
10
10
5
7
5
10
15
7
10
15
30
20
5
3
10
10
5
10
8
20
10
10
20
10
15
13
30
5
25
14
10
20
7
15
8
5
9
8
8
7
900
914
401
500
200
500
700
0
500
1000
900
995
200
600
1000
600
786
700
800
800
900
246
100
5
1000
877
500
800
759
1000
700
400
800
1000
900
1000
1000
900
941
400
818
588
1000
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
16 No
15 No
16 No
17 No
17 No
17 No
17 No
16 No
17 No
17 No
16 No
17 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
18 No
17 No
17 No
16 No
16 No
18 No
16 No
17 No
16 No
18 No
18 No
18 No
16 No
17 No
16 No
17 No
16 No
17 No
17 No
16 No
17 No
17 No
2 Car
2 Car
2 Car
3 Car
1 Car
2 Car
1 Car
1 Car
3 Car
1 Car
1 Car
3 Car
1 Car
2 Car
2 Car
1 Car
2 Car
3 Car
3 Car
1 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
2 Car
1 Car
3 Car
2 Car
2 Car
2 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Car
1 Car
2 Car
2 Car
5
5
2
10
10
5
15
15
7
33
10
30
20
45
8
25
5
20
24
30
30
30
15
3
16
15
10
12
4
10
5
25
10
5
25
10
15
15
20
30
10
10
5
900
845
800
872
1000
1000
50
1000
900
900
98
700
200
820
800
770
700
900
888
99
781
807
599
300
150
695
750
786
1000
2
1000
700
500
700
950
750
876
200
830
0
1000
800
765
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
18 No
18 No
17 No
17 No
16 No
18 No
18 No
19 No
17 No
17 No
17 No
17 No
14 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
17 No
17 No
17 No
17 No
18 No
16 No
16 No
16 No
17 No
17 No
17 No
16 No
17 No
16 No
17 No
17 No
17 No
17 No
18 No
16 No
17 No
18 No
17 No
2 Car
2 Car
1 Car
1 Car
2 Car
2 Car
2 Car
2 Car
1 Car
3 Car
2 Car
1 Car
2 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Car
2 Car
1 Car
2 Car
3 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
3 Walk
2 Walk
2 Walk
2 Walk
2 Walk
5
8
9
18
15
15
5
20
8
10
10
30
20
2
5
5
10
2
40
15
7
8
5
5
5
12
8
15
15
17
25
6
5
3
15
10
10
3
5
30
40
10
10
118
888
0
900
940
1000
1000
1000
572
626
900
750
1000
1000
600
700
200
900
500
700
1000
1000
1000
439
100
300
300
636
1000
850
850
100
700
1000
1000
1000
877
807
500
679
1000
900
909
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
17 No
16 No
17 No
17 No
18 No
17 No
16 No
18 No
16 No
17 No
16 No
16 No
17 No
17 No
17 No
17 No
17 No
18 No
17 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
14 No
17 No
15 No
18 No
16 No
15 No
13 No
15 No
18 No
16 No
16 No
17 No
17 No
16 No
17 No
16 No
16 No
2 Walk
2 Walk
3 Walk
1 Walk
3 Walk
1 Walk
2 Walk
1 Walk
1 Walk
2 Walk
2 Walk
2 Walk
1 Walk
1 Walk
1 Walk
2 Walk
2 Walk
2 Walk
2 Walk
2 Walk
2 Walk
1 Walk
2 Walk
3 Walk
2 Walk
1 Walk
2 Walk
2 Walk
2 Walk
2 Walk
2 Walk
2 Walk
1 Walk
3 Walk
2 Walk
2 Walk
2 Walk
1 Walk
2 Walk
1 Walk
2 Walk
1 Walk
1 Walk
15
30
17
10
30
12
13
15
15
12
25
5
13
15
15
15
18
20
7
15
30
7
6
10
10
30
10
60
25
10
20
15
5
7
3
5
15
20
20
7
15
15
5
900
600
1000
1000
300
20
825
1000
500
100
600
642
749
781
900
800
1000
700
750
1000
500
900
1000
750
1000
300
956
700
995
600
900
1000
1000
802
1000
1000
500
800
1000
999
100
1000
476
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
CA
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
16 No
21 No
17 No
15 No
17 No
17 Yes
16 Yes
17 Yes
17 Yes
17 Yes
15 Yes
17 Yes
14 Yes
16 Yes
17 Yes
17 Yes
16 Yes
17 Yes
18 Yes
16 Yes
17 Yes
16 Yes
17 Yes
17 Yes
16 Yes
17 Yes
17 Yes
16 Yes
16 Yes
17 No
17 No
17 No
18 No
16 No
17 No
18 No
17 No
17 No
17 No
17 No
17 No
17 No
16 No
2 Walk
2 Walk
2 Walk
1 Walk
2 Walk
2 Bus
1 Bus
1 Car
1 Car
1 Car
1 Car
3 Car
1 Car
1 Car
2 Car
2 Car
2 Car
1 Car
2 Car
2 Car
2 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Walk
2 Walk
1 Bus
1 Bus
1 Bus
1 Bus
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
10
15
10
15
22
25
30
12
8
25
10
5
7
5
7
30
15
15
5
5
5
15
5
25
5
20
30
25
5
35
35
7
45
8
10
8
7
4
16
20
15
25
10
800
900
5
900
1000
500
834
100
910
1
800
900
800
1000
765
500
1000
1000
500
930
500
845
100
230
1000
900
155
866
900
50
102
920
500
278
40
60
604
125
300
500
519
300
327
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
17 No
17 No
17 No
17 No
18 No
17 No
16 No
17 No
16 No
17 No
17 No
17 No
17 No
17 No
16 No
16 No
16 No
18 No
17 No
17 No
17 No
17 No
18 No
17 No
17 No
17 No
17 No
17 No
17 No
18 No
16 No
17 No
17 No
17 No
18 No
18 No
17 No
18 No
16 No
16 No
17 No
15 No
17 No
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
0 Car
2 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Car
2 Car
3 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
5
4
4
3
7
5
5
7
10
7
5
15
7
4
3
5
10
15
7
6
5
5
7
10
7
20
10
6
9
5
12
10
18
12
3
10
30
5
12
5
15
5
5
400
754
600
700
650
840
750
450
600
746
700
925
900
834
500
1000
100
0
800
1000
500
400
1000
620
100
512
500
500
813
900
1000
500
904
743
900
300
900
950
497
200
850
750
995
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
MT
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
18 No
17 No
18 No
17 No
17 No
18 No
18 No
17 No
17 No
16 No
17 No
27 No
18 No
16 No
17 No
26 No
17 No
18 No
17 No
15 No
17 No
17 No
17 Yes
17 Yes
17 Yes
17 Yes
17 Yes
17 Yes
17 No
15 No
15 No
17 No
17 No
17 No
17 No
16 No
16 No
18 No
16 No
18 No
17 No
17 No
16 No
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Walk
2 Walk
2 Walk
3 Walk
1 Bus
2 Car
1 Car
2 Car
2 Car
2 Car
2 Bus
2 Bus
2 Bus
1 Bus
1 Bus
2 Bus
1 Bus
2 Bus
1 Bus
1 Bus
1 Bus
1 Bus
1 Bus
1 Bus
1 Bus
15
5
15
10
11
5
15
10
6
10
11
30
10
16
30
15
30
15
17
10
4
10
50
45
10
45
5
30
20
38
40
20
20
35
30
40
12
30
7
2
35
25
15
500
800
500
500
0
500
300
500
600
700
800
1000
500
700
711
100
219
666
503
615
900
1000
1000
900
400
250
1000
10
900
9
909
118
96
100
555
560
594
333
900
1000
500
100
1000
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
17 No
17 No
17 No
18 No
17 No
17 No
17 No
18 No
17 No
17 No
17 No
17 No
17 No
15 No
16 No
17 No
16 No
16 No
16 No
17 No
14 No
16 No
17 No
17 No
16 No
16 No
16 No
18 No
17 No
15 No
15 No
15 No
17 No
17 No
17 No
16 No
17 No
17 No
16 No
18 No
17 No
17 No
16 No
1 Bus
2 Bus
1 Bus
1 Bus
1 Bus
1 Bus
1 Bus
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
2 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
3 Car
2 Car
1 Car
2 Car
2 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
30
30
10
20
10
13
40
5
15
10
15
5
5
17
17
15
1
10
10
7
15
30
10
12
25
15
7
3
5
15
11
2
11
25
15
15
15
10
7
12
10
10
20
139
781
250
1000
497
807
800
59
481
200
1000
550
700
500
9
246
3
400
50
900
400
675
0
850
1000
400
1000
500
711
500
200
200
770
700
100
1000
1000
920
476
600
428
1000
100
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
16 No
17 No
18 No
16 No
17 No
16 No
16 No
16 No
16 No
17 No
17 No
17 No
19 No
15 No
17 No
16 No
16 No
16 No
17 No
15 No
15 No
17 No
17 No
16 No
18 No
17 No
16 No
16 No
15 No
18 No
16 No
18 No
18 No
15 No
17 No
17 No
16 No
15 No
16 No
17 No
16 No
15 No
17 No
2 Car
2 Car
1 Car
1 Car
2 Car
1 Car
2 Car
10 Car
1 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
3 Car
2 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
10
10
15
10
2
10
4
3
7
7
25
25
25
15
8
15
10
10
20
15
25
8
15
9
9
7
15
7
5
20
17
10
5
10
3
12
10
8
10
13
10
10
10
234
700
830
940
900
700
882
508
1000
500
647
1000
0
995
300
300
600
500
800
999
900
25
791
600
750
450
230
500
432
500
0
1000
200
200
900
620
100
100
400
0
663
6
717
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
17 No
15 No
17 No
15 No
16 No
17 No
15 No
16 No
16 No
17 No
17 No
18 No
17 No
18 No
16 No
16 No
15 No
17 No
15 No
17 No
16 No
18 No
17 No
17 No
17 No
16 No
17 No
17 No
16 No
16 No
17 No
16 No
16 No
17 No
16 No
18 No
16 No
17 No
17 No
16 No
16 No
17 No
17 No
2 Car
1 Car
1 Car
1 Car
2 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
1 Car
2 Car
1 Car
1 Car
1 Car
2 Car
2 Car
2 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
2 Car
12
7
8
25
6
6
3
5
15
6
18
10
15
3
12
5
10
28
15
5
5
20
10
5
8
7
5
35
7
25
30
12
14
8
7
5
8
5
10
10
10
7
20
1000
800
600
500
1000
5
793.6
500
500
882
743
900
300
738
950
500
75
0
5
500
45
900
30
50
770
1000
1000
500
750
400
400
930
898
765
200
0
950
900
800
700
925
100
800
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
17 No
17 No
17 No
16 No
17 No
17 No
15 No
16 No
17 No
16 No
18 No
18 No
15 No
16 No
17 No
18 No
16 No
16 No
17 No
15 No
16 No
17 No
16 No
17 No
16 No
17 No
16 No
17 No
17 No
16 No
16 No
17 No
17 No
16 No
18 No
17 No
17 No
18 No
16 No
17 No
17 No
18 No
16 No
1 Car
4 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Car
2 Car
1 Car
1 Car
2 Car
3 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
2 Car
5
6
6
10
10
15
15
15
6
7
5
10
7
9
15
30
3
6
5
8
10
15
15
9
7
15
9
10
25
5
10
8
12
10
30
10
10
15
3
30
5
9
7
599
800
722
250
1000
684
100
1000
800
1000
1000
990
887
800
500
166
700
800
500
1000
800
460
1000
765
3
426
1000
500
5
1000
639
500
1000
900
1000
1000
8
800
700
0
1000
800
1000
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
SC
17 No
22 No
17 No
17 No
17 No
17 No
17 No
16 No
17 Yes
17 Yes
16 Yes
17 Yes
1 Car
1 Car
1 Car
1 Car
1 Car
2 Car
1 Car
1 Walk
2 Bus
1 Car
2 Car
1 Car
10
35
15
15
7
15
20
12
50
15
20
10
519
900
925
600
989
1000
1000
500
807
800
900
1000
Importance_recycling
Importance_conserving_water
Importance_Internet_access
Importance_owning_computer
Preferred_Status
Outdoor_Activities_Hours
Watching_TV_Hours
55
80
90
50 Healthy_Happy
15
6
900
900
600
500 Healthy_Happy
10
0
500
400
1000
900 Healthy_Happy
10
4
503
1000
139
128 Healthy_Happy
42
0
295
305
749
599 Rich_Famous
35
0
70
80
40
70 Rich_Famous
15
0
455
786
1000
1000 Rich_Famous
0
0
900
900
900
700 Healthy_Happy
0
0
800
900
550
400 Healthy_Happy
0
0
500
500
300
200 Healthy_Happy
0
5
1000
1000
0
0 Healthy_Happy
0
25
1000
1000
1000
1000 Healthy_Happy
8
0
600
600
1000
800 Rich_Famous
8
14
1000
1000
1000
1000 Rich_Famous
7
10
503
503
503
503 Healthy_Happy
5
3
1000
1000
834
695 Healthy_Happy
4
8
600
500
1000
500 Healthy_Happy
3
1
1000
1000
800
800 Healthy_Happy
3
10
700
750
950
950 Rich_Famous
2
7
500
700
500
500 Healthy_Happy
1
0
100
95
90
70 Rich_Famous
1
1
7
8
9
9 Rich_Famous
1
2
750
780
0
0 Rich_Famous
0
0
650
850
900
900 Healthy_Happy
0
0.1
400
700
1000
1000 Rich_Famous
0
1
316
455
564
476 Healthy_Happy
0
1
900
500
1000
700 Rich_Famous
0
2
1000
1000
1000
1000 Healthy_Happy
0
10
824
460
866
947 Healthy_Happy
4
7
100
100
100
100 Healthy_Happy
2
1
1000
1000
900
100 Rich_Famous
8
8
765
529
722
882 Rich_Famous
10
4
800
500
800
900 Healthy_Happy
5
1
1000
1000
1000
1000 Healthy_Happy
1
0.33
675
1000
950
750 Healthy_Happy
17
0
100
100
1000
1000 Healthy_Happy
2
5
900
1000
1000
1000 Rich_Famous
10
3
32
59
1000
1000 Healthy_Happy
0
2
800
1000
900
300 Healthy_Happy
2
4
1000
1000
999
999 Rich_Famous
0
0
200
700
900
50 Healthy_Happy
9
9
800
1000
100
0 Rich_Famous
15
5
1000
100
800
25
250
900
930
1000
999
750
800
900
10
900
540
963
449
800
1000
500
465
721
900
700
70
950
500
900
588
700
780
615
551
850
695
900
600
7
800
1000
400
700
700
540
100
840
90
300
900
920
1000
1000
900
700
700
8
800
583
1000
310
700
1000
800
471
410
980
800
914
950
600
900
401
800
780
765
299
952
1000
850
800
8
800
300
600
900
1000
1000
90
600
99
850
800
460
1000
500
900
800
900
10
1000
872
144
1000
800
749
900
920
913
890
900
5
1000
900
950
460
900
1000
914
1000
775
578
50
900
9
900
800
800
500
500
600 Rich_Famous
60 Healthy_Happy
600 Healthy_Happy
99 Healthy_Happy
1000 Healthy_Happy
500 Rich_Famous
310 Healthy_Happy
1000 Rich_Famous
700 Healthy_Happy
350 Healthy_Happy
300 Healthy_Happy
800 Healthy_Happy
10 Healthy_Happy
800 Healthy_Happy
877 Healthy_Happy
70 Healthy_Happy
1000 Healthy_Happy
600 Healthy_Happy
749 Healthy_Happy
1000 Healthy_Happy
775 Healthy_Happy
699 Healthy_Happy
988 Healthy_Happy
900 Healthy_Happy
48 Healthy_Happy
800 Healthy_Happy
900 Rich_Famous
950 Healthy_Happy
412 Healthy_Happy
900 Healthy_Happy
1000 Rich_Famous
909 Healthy_Happy
738 Healthy_Happy
508 Healthy_Happy
556 Healthy_Happy
50 Rich_Famous
700 Healthy_Happy
6 Healthy_Happy
750 Healthy_Happy
900 Healthy_Happy
800 Rich_Famous
500 Healthy_Happy
500 Healthy_Happy
15
15
15
15
14
14
14
13
13
12
12
12
12
11
11
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
9
9
25
24
21
10
10
13
16
2
3
7
0
5
0
2
7
10
2
8
0
0
0
0.2
1
1
1
3
3
4
4
4
5
5
5
5
7
7
7
10
15
20
28
0
7
2
20
0
316
600
588
800
700
401
200
600
500
500
600
1000
1000
1000
400
508
775
10
1000
251
700
400
100
1000
800
1000
800
475
513
900
551
500
1000
588
620
444
615
802
200
900
450
800
800
353
800
1000
850
800
567
1000
1000
1000
1000
900
1000
1000
1000
1000
866
647
7
700
251
700
700
100
875
1000
1000
800
300
701
1000
214
700
1000
866
588
674
717
749
500
900
550
800
900
1000
500
770
999
1000
1000
1000
500
1000
1000
1000
0
0
0
0
439
679
10
200
802
1000
900
1000
1000
600
850
700
900
952
1000
50
1000
508
500
1000
920
818
599
1000
600
450
500
400
1000 Rich_Famous
500 Healthy_Happy
706 Healthy_Happy
999 Healthy_Happy
950 Healthy_Happy
973 Healthy_Happy
500 Healthy_Happy
500 Healthy_Happy
700 Healthy_Happy
700 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
0 Healthy_Happy
0 Healthy_Happy
200 Healthy_Happy
176 Healthy_Happy
807 Healthy_Happy
10 Healthy_Happy
600 Healthy_Happy
417 Healthy_Happy
1000 Rich_Famous
900 Healthy_Happy
1000 Healthy_Happy
900 Healthy_Happy
500 Rich_Famous
800 Healthy_Happy
650 Healthy_Happy
750 Healthy_Happy
893 Rich_Famous
500 Healthy_Happy
25 Healthy_Happy
900 Rich_Famous
444 Rich_Famous
500 Healthy_Happy
941 Rich_Famous
872 Healthy_Happy
733 Healthy_Happy
604 Healthy_Happy
1000 Rich_Famous
700 Healthy_Happy
400 Healthy_Happy
500 Rich_Famous
500 Healthy_Happy
20
20
20
20
20
20
20
19
18
18
18
18
18
18
18
18
17
15
15
15
3
3
3
2
2
1
1
1
0
0
0
0
0
0
8
8
8
8
8
8
8
8
7
0
0
0
2
2
5
10
0
0
0
0
0
0
0
2
19
5
0
3
3
5
5
5
5
5
8
10
15
0
0
0
5
15
15
0
0.5
1
2
9
12
14
15
0
600
600
998
444
791
807
950
166
500
487
900
700
780
749
1000
800
700
600
0
700
800
508
401
230
741
600
497
750
200
900
400
300
642
1000
100
300
840
668
900
1000
1000
476
1000
780
600
499
711
1000
1000
650
166
1000
1000
890
600
650
727
1000
1000
500
800
0
700
400
1000
0
551
634
700
364
800
200
1000
600
1000
754
1000
40
300
684
684
800
1000
1000
535
1000
1000
1000
999
1000
706
711
400
166
800
1000
1000
700
1000
0
1000
800
1000
999
1000
1000
900
701
1000
1000
901
1000
1000
1000
975
900
500
1000
968
91
900
700
882
203
1000
1000
1000
48
500
1000 Rich_Famous
1000 Rich_Famous
999 Healthy_Happy
1000 Rich_Famous
578 Healthy_Happy
428 Healthy_Happy
300 Healthy_Happy
166 Rich_Famous
900 Healthy_Happy
1000 Healthy_Happy
50 Healthy_Happy
700 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
500 Rich_Famous
500 Rich_Famous
1000 Healthy_Happy
999 Healthy_Happy
1000 Healthy_Happy
500 Healthy_Happy
900 Healthy_Happy
219 Healthy_Happy
775 Healthy_Happy
1000 Rich_Famous
872 Healthy_Happy
1000 Rich_Famous
5 Healthy_Happy
1000 Rich_Famous
950 Healthy_Happy
500 Healthy_Happy
550 Healthy_Happy
800 Rich_Famous
481 Healthy_Happy
91 Healthy_Happy
900 Rich_Famous
600 Healthy_Happy
904 Healthy_Happy
193 Healthy_Happy
500 Healthy_Happy
800 Healthy_Happy
1000 Rich_Famous
48 Rich_Famous
756 Healthy_Happy
7
7
7
7
7
7
7
7
7
7
7
6
6
6
6
6
6
6
6
6
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
4
4
4
4
4
4
4
0
3
3
5
7
7
8
9
20
21
21
0
1
1
1
3
4
4
8
10
0
0
0
0
0
0
1
2
2
3
3
6
6
10
15
20
0
1
1
2
6
6
6
500
572
599
500
300
1000
500
700
600
871
500
1000
200
600
900
800
652
900
800
800
800
267
200
6
850
711
500
700
460
947
800
650
700
1000
900
1000
1000
910
412
50
519
898
1000
500
519
193
750
999
1000
500
700
700
926
800
984
200
900
754
800
1000
1000
800
750
1000
668
200
4
476
439
700
800
631
775
800
650
1000
1000
900
1000
1000
900
353
400
406
711
1000
1000
1000
979
1000
1000
1000
1000
850
900
1000
400
583
200
700
1000
1000
455
900
1000
900
1000
989
900
3
144
1000
1000
1000
642
642
1000
999
200
1000
500
1000
1000
830
834
999
1000
176
1000
1000 Rich_Famous
1000 Healthy_Happy
995 Healthy_Happy
900 Healthy_Happy
900 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
700 Healthy_Happy
900 Healthy_Happy
983 Healthy_Happy
200 Healthy_Happy
561 Healthy_Happy
100 Healthy_Happy
100 Healthy_Happy
500 Rich_Famous
900 Healthy_Happy
401 Healthy_Happy
400 Rich_Famous
500 Rich_Famous
900 Healthy_Happy
1000 Rich_Famous
829 Healthy_Happy
800 Rich_Famous
1 Rich_Famous
235 Healthy_Happy
1000 Rich_Famous
1000 Healthy_Happy
1000 Healthy_Happy
278 Healthy_Happy
497 Rich_Famous
1000 Healthy_Happy
900 Healthy_Happy
200 Healthy_Happy
900 Healthy_Happy
500 Healthy_Happy
1000 Rich_Famous
1000 Healthy_Happy
815 Healthy_Happy
925 Healthy_Happy
789 Healthy_Happy
829 Healthy_Happy
353 Rich_Famous
997 Healthy_Happy
4
3
3
3
3
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
8
0
0
0
1
1
3
3
6
10
10
20
0
0
0
0
0
1
2
2
4
7
9
10
14
22
24
0
0
0
1
1
1
1
2
2
4
4
4
0
0
0
0
950
610
800
984
500
500
65
800
700
1000
50
700
100
870
800
866
800
800
701
9
770
1000
872
200
949
850
900
620
999
5
1000
818
500
700
850
750
909
400
830
0
636
600
798
925
807
800
877
200
700
65
1000
800
200
70
1000
300
920
600
588
800
900
358
900
786
1000
401
200
995
720
250
599
500
6
1000
1000
500
900
900
749
926
300
830
1000
877
400
1000
945
626
1000
444
1000
1000
90
200
210
900
70
1000
600
750
1000
102
1000
900
898
6
1000
1000
1000
1000
139
1000
1000
600
696
1
900
200
1000
500
1000
900
988
950
870
1000
599
1000
679
989 Healthy_Happy
711 Rich_Famous
950 Healthy_Happy
321 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
50 Healthy_Happy
300 Healthy_Happy
200 Healthy_Happy
900 Healthy_Happy
70 Rich_Famous
600 Healthy_Happy
500 Healthy_Happy
650 Rich_Famous
1000 Healthy_Happy
214 Healthy_Happy
1000 Healthy_Happy
900 Healthy_Happy
893 Healthy_Happy
1000 Healthy_Happy
797 Healthy_Happy
674 Healthy_Happy
845 Healthy_Happy
1000 Healthy_Happy
76 Healthy_Happy
930 Healthy_Happy
700 Rich_Famous
775 Healthy_Happy
200 Rich_Famous
3 Healthy_Happy
0 Healthy_Happy
350 Healthy_Happy
1000 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
700 Healthy_Happy
952 Healthy_Happy
700 Rich_Famous
350 Healthy_Happy
1000 Rich_Famous
219 Healthy_Happy
1000 Healthy_Happy
516 Rich_Famous
0
0
0
0
0
0
0
0
7
15
12
7
6
3
10
23
4
0
4
4
1
1
15
20
16
8
9
25
5
3
2
2
1
20
8
10
10
0
7
5
10
4
4
0
0
0
0
1
1
2
10
4
6
4
2
3
1
6
6
5
14
1
2
1
3
4
15
11
1
5
1
4
10
9
35
0
3
0
2
5
10
0
5
3
0
6
636
888
200
700
1000
1000
1000
1000
406
626
700
750
800
1000
800
600
50
600
800
700
1000
1000
1000
551
200
200
200
850
1000
550
412
100
700
500
500
1000
663
733
500
723
500
300
481
604
888
700
500
980
1000
1000
1000
545
1000
900
500
800
1000
500
800
500
700
1000
800
1000
1000
1000
807
250
400
200
540
1000
750
706
90
800
1000
500
1000
540
824
900
501
500
900
882
904
999
1000
1000
350
1000
600
1000
626
1000
600
750
300
600
1000
900
1000
1000
1000
600
500
900
600
1000
800
1000
1000
1000
800
1000
845
100
1000
300
1000
1000
695
332
1000
745
600
500
898
770 Rich_Famous
999 Healthy_Happy
1000 Rich_Famous
500 Healthy_Happy
500 Healthy_Happy
1000 Rich_Famous
500 Healthy_Happy
1000 Healthy_Happy
599 Healthy_Happy
1000 Healthy_Happy
600 Healthy_Happy
750 Healthy_Happy
500 Healthy_Happy
500 Healthy_Happy
1000 Rich_Famous
800 Healthy_Happy
0 Rich_Famous
1000 Healthy_Happy
1000 Rich_Famous
200 Healthy_Happy
600 Healthy_Happy
900 Healthy_Happy
600 Healthy_Happy
1000 Healthy_Happy
800 Healthy_Happy
1000 Healthy_Happy
1000 Rich_Famous
990 Healthy_Happy
850 Healthy_Happy
900 Healthy_Happy
500 Healthy_Happy
100 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
900 Healthy_Happy
1000 Rich_Famous
0 Rich_Famous
545 Healthy_Happy
1000 Healthy_Happy
428 Healthy_Happy
250 Rich_Famous
500 Healthy_Happy
652 Healthy_Happy
12
10
6
5
4
2
2
1
9
1
12
10
30
8
7
4
0
12
10
10
20
8
15
40
30
7
2
21
10
8
7
5
5
3
0
20
12
4
15
15
15
12
10
15
5
15
4
2
2
3
1
20
1
10
5
10
2
9
6
0
1
0
14
2
4
3
10
3
9
2
0
10
5
15
2
3
4
0
0
5
2
3
4
20
8
0
800
400
1000
1000
600
2
825
1000
500
100
700
738
711
872
800
600
1000
800
850
1000
1000
1000
1000
750
1000
800
997
700
995
500
995
1000
54
963
1000
800
600
800
1000
450
100
1000
347
1000
600
1000
1000
1000
0
600
500
700
100
900
1000
674
1000
900
850
1000
1000
970
1000
600
70
1000
800
1000
1000
1000
700
995
600
1000
1000
1000
941
1000
1000
1000
800
1000
600
100
1000
749
500
1000
0
1000
900
998
850
1000
1000
10
1000
759
455
500
100
900
647
900
950
1000
1000
1000
600
900
900
400
100
700
995
1000
1000
1000
79
556
5
200
200
900
5000
750
100
500
1000
500 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
500 Healthy_Happy
700 Rich_Famous
999 Rich_Famous
800 Healthy_Happy
824 Healthy_Happy
800 Healthy_Happy
10 Rich_Famous
1000 Rich_Famous
658 Rich_Famous
337 Healthy_Happy
500 Healthy_Happy
10 Healthy_Happy
800 Healthy_Happy
369 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
1000 Rich_Famous
900 Rich_Famous
1000 Rich_Famous
600 Rich_Famous
750 Healthy_Happy
900 Healthy_Happy
200 Rich_Famous
10 Healthy_Happy
700 Healthy_Happy
535 Healthy_Happy
900 Rich_Famous
1000 Healthy_Happy
1000 Rich_Famous
79 Healthy_Happy
545 Healthy_Happy
5 Healthy_Happy
600 Healthy_Happy
200 Healthy_Happy
800 Healthy_Happy
1000 Healthy_Happy
500 Healthy_Happy
100 Healthy_Happy
500 Healthy_Happy
1000 Rich_Famous
10
40
21
20
18
16
3
1
0
0
0
8
6
6
6
5
5
5
5
5
4
3
3
3
3
2
2
2
1
1
1
1
1
1
0
0
0
0
0
5
3
10
6
10
20
0
1
2
16
5
5
0
10
15
3
2
4
15
0
5
10
14
20
12
0
0
0
4
3
7
40
0
0
1
1
2
2
0
1
2
4
7
3
4
3
6
1000
400
30
900
862
500
166
98
900
3
200
900
700
600
663
400
400
1000
200
610
700
754
100
230
999
870
0
326
700
10
187
925
600
48
50
60
123
124
200
250
295
300
355
900
300
500
800
973
700
647
98
1000
2
600
1000
1000
1000
668
200
600
1000
800
802
1000
797
100
235
998
890
866
556
200
10
328
786
680
0
60
60
524
529
100
850
295
500
283
500
1000
20
1000
500
1000
700
90
30024
5
500
700
100
1000
364
1000
1000
800
1000
941
700
706
100
1000
997
870
1000
64
700
1000
1000
642
850
551
80
90
818
746
1000
1000
900
1000
189
400 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
500 Healthy_Happy
497 Healthy_Happy
90 Rich_Famous
500 Healthy_Happy
6 Healthy_Happy
0 Healthy_Happy
700 Healthy_Happy
150 Healthy_Happy
0 Rich_Famous
332 Rich_Famous
1000 Healthy_Happy
1000 Healthy_Happy
800 Healthy_Happy
500 Healthy_Happy
829 Healthy_Happy
500 Healthy_Happy
513 Healthy_Happy
100 Healthy_Happy
770 Healthy_Happy
996 Healthy_Happy
900 Rich_Famous
1000 Rich_Famous
32 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
481 Healthy_Happy
900 Rich_Famous
214 Rich_Famous
70 Healthy_Happy
80 Healthy_Happy
647 Healthy_Happy
699 Healthy_Happy
800 Rich_Famous
0 Rich_Famous
900 Rich_Famous
700 Rich_Famous
305 Healthy_Happy
2
7
10
5
1
1
4
3
0
15
12
10
30
21
20
0
6
5
5
5
5
10
13
0
5
2
12
0
0
0
6
2
0
15
2
20
8
20
12
5
12
20
20
4
3
0
5
0
1
0
3
9
4
4
5
8
0
10
5
4
0
5
6
5
25
2
0
0
2
8
3
0
1
1
0
12
9
1
2
3
10
6
20
1
5
0
400
497
500
500
600
600
600
600
600
672
700
717
750
786
800
900
1000
0
500
500
500
700
1000
626
100
337
500
500
636
800
1000
400
160
357
500
300
600
800
508
1000
100
500
995
400
401
700
500
500
700
500
750
800
959
700
305
750
610
800
1000
800
0
900
1000
500
300
1000
765
200
342
950
500
219
850
800
500
428
622
500
700
950
800
701
900
700
600
980
750
802
900
1000
1000
700
900
1000
1000
378
400
700
750
898
700
900
1000
0
700
300
500
900
600
1000
900
953
500
500
615
100
500
200
481
0
400
1000
900
650
759
700
900
500
800
750 Rich_Famous
701 Rich_Famous
0 Healthy_Happy
800 Healthy_Happy
1000 Healthy_Happy
200 Healthy_Happy
800 Rich_Famous
850 Rich_Famous
1000 Rich_Famous
232 Healthy_Happy
400 Rich_Famous
750 Rich_Famous
750 Healthy_Happy
888 Rich_Famous
100 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
0 Healthy_Happy
700 Rich_Famous
500 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
600 Healthy_Happy
1000 Healthy_Happy
500 Rich_Famous
984 Healthy_Happy
1 Healthy_Happy
500 Rich_Famous
545 Healthy_Happy
100 Healthy_Happy
500 Healthy_Happy
400 Healthy_Happy
144 Healthy_Happy
1000 Healthy_Happy
500 Healthy_Happy
1000 Rich_Famous
500 Healthy_Happy
500 Healthy_Happy
647 Healthy_Happy
500 Healthy_Happy
500 Healthy_Happy
500 Healthy_Happy
800 Healthy_Happy
0
0
15
30
20
5
10
14
4
0
8
2
3
12
14
10
10
4
1
0
8
5
14
2
10
2
18
5
18
14
8
8
5
12
16
3
10
4
0
5
10
10
1
0.5
0
4
9
10
10
0
1
7
2
2
6
6
4
1
8
8
10
9
1
10
4
1
0
2
5
50
5
1
7
6
5
1
7
10
3
1
2
14
4
2
5
10
10
400
500
500
0
500
500
600
600
700
500
1000
800
700
225
400
471
666
499
695
900
1000
765
1000
200
0
1000
100
850
500
1000
118
96
100
555
500
572
150
950
583
900
900
609
1000
500
500
700
0
500
600
600
600
1000
500
1000
800
700
1000
100
471
666
502
342
900
1000
1000
700
600
900
1000
100
990
1000
600
144
96
500
777
600
465
444
500
578
890
800
1000
500
1000
700
1000
25
800
1000
500
700
0
500
900
900
300
385
700
235
666
778
503
200
200
1000
500
500
1000
500
100
1000
300
1000
305
0
900
700
1000
235
615
600
1000
1000
950
489
2 Healthy_Happy
800 Rich_Famous
500 Healthy_Happy
1000 Rich_Famous
50 Rich_Famous
700 Healthy_Happy
450 Rich_Famous
300 Healthy_Happy
700 Healthy_Happy
0 Healthy_Happy
200 Healthy_Happy
800 Healthy_Happy
900 Healthy_Happy
300 Healthy_Happy
200 Healthy_Happy
300 Healthy_Happy
241 Healthy_Happy
666 Rich_Famous
777 Healthy_Happy
519 Rich_Famous
200 Healthy_Happy
200 Healthy_Happy
926 Healthy_Happy
400 Healthy_Happy
400 Healthy_Happy
950 Rich_Famous
500 Healthy_Happy
10 Healthy_Happy
1000 Rich_Famous
100 Healthy_Happy
834 Healthy_Happy
107 Healthy_Happy
0 Healthy_Happy
900 Healthy_Happy
930 Healthy_Happy
1000 Rich_Famous
251 Healthy_Happy
500 Rich_Famous
300 Healthy_Happy
1000 Healthy_Happy
10 Healthy_Happy
500 Healthy_Happy
241 Healthy_Happy
0
4
2
7
20
0
4
10
10
10
4
0
0
28
0
5
5
8
0
14
12
14
0
14
4
0
7
2
15
12
10
10
18
1
0
7
3
2
2
1
0
0
24
3
0
1
10
5
20
3
10
0
7
10
7
2
2
0
20
5
10
0
2
0
1
4
5
5
0
2
3
8
0
1
10
8
21
30
7
11
0
3
0
6
9
1
385
588
115
1000
310
396
700
176
481
100
900
620
500
700
60
556
5
975
20
800
600
430
0
900
1000
550
999
600
706
500
200
500
786
900
99
989
1000
508
310
700
369
800
888
652
701
360
1000
1000
241
500
262
481
100
1000
430
500
400
9
861
5
950
100
500
500
350
0
600
1000
350
657
1000
524
500
200
300
877
900
900
941
1000
508
1000
800
433
600
888
1000
631
400
0
412
43
999
759
1000
900
200
900
100
1000
90
950
4
900
1000
1000
800
100
1000
1000
0
1000
10
1000
1000
600
500
900
604
500
1000
428
1000
193
1000
1000
257
600
777
925 Rich_Famous
631 Healthy_Happy
100 Rich_Famous
0 Healthy_Happy
0 Rich_Famous
43 Rich_Famous
666 Healthy_Happy
497 Rich_Famous
1000 Healthy_Happy
900 Rich_Famous
0 Healthy_Happy
900 Healthy_Happy
200 Rich_Famous
1000 Healthy_Happy
33 Healthy_Happy
1000 Healthy_Happy
5 Rich_Famous
900 Healthy_Happy
1000 Rich_Famous
1000 Healthy_Happy
300 Healthy_Happy
100 Healthy_Happy
1000 Rich_Famous
1000 Healthy_Happy
0 Rich_Famous
1000 Healthy_Happy
20 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
600 Healthy_Happy
5 Healthy_Happy
900 Rich_Famous
406 Healthy_Happy
500 Healthy_Happy
800 Healthy_Happy
487 Healthy_Happy
1000 Healthy_Happy
75 Healthy_Happy
223 Rich_Famous
300 Rich_Famous
225 Healthy_Happy
400 Healthy_Happy
777 Rich_Famous
2
0
2
1
1
3
3
15
15
15
15
15
15
15
14
14
14
14
13
12
12
12
12
12
12
12
12
11
10
10
10
10
10
10
10
10
32
30
30
21
20
18
18
8
1
3
1
11
2
20
5
6
6
7
7
10
12
2
4
4
6
8
1
2
2.5
4
4
10
12
25
3
0
1
3
3
9
10
15
18
0
1
8
35
0
1
4
812
900
695
860
900
700
251
406
900
400
620
1000
497
1000
1000
400
600
750
200
999
850
750
590
900
675
400
519
1000
234
1000
0
1000
300
600
395
615
100
700
600
500
770
5
770
492
500
495
700
1000
700
487
492
1000
600
219
1000
497
800
700
300
600
250
400
999
800
750
556
500
800
261
107
850
333
1000
0
1000
350
400
20
620
200
900
100
200
524
3
1000
129
900
920
300
700
1000
176
1000
800
850
374
1000
1000
1000
500
900
550
900
1000
732
500
1000
684
600
875
700
358
1000
999
1000
1000
353
1000
1000
320
1000
900
1000
250
400
1000
1
807
398 Rich_Famous
900 Rich_Famous
914 Rich_Famous
300 Healthy_Happy
700 Healthy_Happy
1000 Healthy_Happy
0 Rich_Famous
963 Rich_Famous
500 Healthy_Happy
800 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
1000 Rich_Famous
850 Healthy_Happy
200 Healthy_Happy
700 Healthy_Happy
500 Healthy_Happy
800 Healthy_Happy
1000 Healthy_Happy
899 Healthy_Happy
500 Healthy_Happy
1000 Healthy_Happy
824 Healthy_Happy
500 Healthy_Happy
350 Healthy_Happy
600 Healthy_Happy
21 Rich_Famous
850 Healthy_Happy
576 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
21 Healthy_Happy
700 Healthy_Happy
600 Healthy_Happy
901 Healthy_Happy
1000 Healthy_Happy
900 Healthy_Happy
500 Healthy_Happy
50 Healthy_Happy
700 Healthy_Happy
957 Healthy_Happy
2 Healthy_Happy
930 Healthy_Happy
16
15
3
3
3
2
1
1
1
0.5
0
0
0
0
0
8
6
6
6
5
5
5
5
4
4
4
4
4
4
3
3
3
3
3
3
3
2
2
2
2
2
2
2
8
1
5
5
5
5
5
6
8
0
0
12
14
15
20
4
4
5
5
1
2
6
12
2
3
3
6
10
20
0
1
2
3
4
6
10
1
1
2
4
7
7
8
1000
800
400
500
1000
4
378.7
700
700
786
815
500
750
412
950
600
225
0
500
100
67
900
40
50
770
900
1000
500
800
800
200
914
947
845
200
1000
950
800
700
700
1000
300
900
1000
750
200
500
1000
3
178.1
300
900
1000
818
300
777
91
950
400
225
508
0
100
20
800
60
14
604
900
1000
750
750
600
800
984
840
957
350
0
950
500
700
300
950
600
500
600
600
600
1000
1000
1
970.9
900
1000
1000
405
200
1000
1000
330
1000
1000
1000
1000
1000
1000
50
1000
10
800
256
300
1000
800
1000
1000
963
914
872
1000
30
1000
200
900
500
10
900
900
500 Healthy_Happy
600 Healthy_Happy
400 Healthy_Happy
0 Rich_Famous
500 Healthy_Happy
2 Healthy_Happy
899.9 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
350 Healthy_Happy
50 Rich_Famous
600 Healthy_Happy
1000 Healthy_Happy
330 Healthy_Happy
1000 Rich_Famous
877 Healthy_Happy
198 Rich_Famous
0 Rich_Famous
1000 Healthy_Happy
1000 Rich_Famous
50 Healthy_Happy
900 Healthy_Happy
60 Rich_Famous
500 Healthy_Happy
164 Healthy_Happy
300 Healthy_Happy
1000 Healthy_Happy
700 Healthy_Happy
900 Healthy_Happy
500 Rich_Famous
963 Healthy_Happy
914 Rich_Famous
503 Rich_Famous
700 Healthy_Happy
10 Healthy_Happy
1000 Healthy_Happy
100 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
25 Healthy_Happy
1000 Healthy_Happy
1000 Healthy_Happy
2
2
2
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
5
5
2
1
0
40
18
7
3
2
2
0
12
8
10
5
2
12
0
7
6
2
2
0
15
20
40
1
1
2
2
3
1
1
2
2
2
4
7
10
30
35
5
5
5
1
6
2
0
11
2
10
1
8
8
6
23
2
3
4
27
5
6
4
0
2
1
107
1000
898
250
800
647
100
1000
900
1000
998
878
654
1000
500
235
500
800
600
900
1000
460
861
712
5
617
1000
500
19
1000
513
500
960
600
1000
700
8
500
700
1000
600
500
626
1000
900
829
250
1000
455
100
1000
150
1000
333
989
790
700
789
241
850
300
700
500
1000
781
1000
800
1
215
1000
500
47
1000
743
1000
1000
1000
1000
900
8
300
100
999
1000
1000
519
743
1000
567
800
500
316
600
700
600
4000
666
900
345
1000
1000
76
750
600
1000
1000
900
1000
761
456
3
678
9900
1000
99
850
1000
1000
1000
1000
1000
500
3
1000
900
950
750
1000
262
353 Healthy_Happy
100 Healthy_Happy
567 Healthy_Happy
800 Healthy_Happy
500 Healthy_Happy
257 Healthy_Happy
500 Healthy_Happy
200 Healthy_Happy
100 Healthy_Happy
1000 Healthy_Happy
666 Rich_Famous
860 Rich_Famous
456 Healthy_Happy
700 Healthy_Happy
1000 Healthy_Happy
540 Rich_Famous
500 Healthy_Happy
500 Healthy_Happy
500 Healthy_Happy
800 Healthy_Happy
900 Healthy_Happy
1000 Healthy_Happy
481 Healthy_Happy
145 Healthy_Happy
4 Healthy_Happy
874 Rich_Famous
1000 Healthy_Happy
1000 Rich_Famous
50 Healthy_Happy
760 Healthy_Happy
759 Rich_Famous
600 Healthy_Happy
1000 Healthy_Happy
1000 Rich_Famous
5 Rich_Famous
100 Healthy_Happy
3 Healthy_Happy
1000 Rich_Famous
600 Healthy_Happy
899 Rich_Famous
100 Healthy_Happy
0 Rich_Famous
519 Rich_Famous
10
5
3
14
10
17
4
1
0
8
0
8
8
4
4
1
12
7
5
3
12
3
4
3
1
0
2
3
30
26
4
3
2
2
0
0
6
16
3
3
20
20
5
15
2
2
7
10
14
2
1
5
1
9
2
5
0
30
2
8
3
10
3
5
5
1
0
4
6
5
0
30
7
5
0
10
40
0
9
2
8
7
2
5
40
3
733
700
802
700
900
1000
626
800
807
800
600
1000
1000
700
802
800
999
650
636
1000
807
400
400
1000
401
900
1000
800
905
0
626
100
406
1000
999
800
21 Healthy_Happy
850 Healthy_Happy
898 Healthy_Happy
900 Healthy_Happy
901 Healthy_Happy
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524 Healthy_Happy
200 Rich_Famous
412 Rich_Famous
800 Healthy_Happy
999 Healthy_Happy
250 Rich_Famous
2
1
1
1
1
25
10
5
3
8
20
2
1
2
15
20
0
0
10
18
10
0
6
3
Paid_Work_Hours
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
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2
2
2
2
2
2
2
3
3
3
3
4
4
4
4
4
4
4
5
5
6
6
6
6
6
7
7
7
8
8
8
8
8
8
8
8
9
9
10
10
10
10
10
10
10
12
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12
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15
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6
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6
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14
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40
0
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0
0
0
0
0
0
0
0
0
0
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9
10
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1
1
2
2
2
2
4
5
5
5
5
5
6
6
7
8
8
8
9
10
10
12
14
15
15
15
16
18
18
18
20
20
20
20
21
24
25
25
28
32
40
40
40
50
0
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17
24
0
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11
30
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1
1
1
1
1
1
2
2
2
2
2
2
2
3
3
4
4
4
5
5
5
5
5
5
5
6
6
6
7
7
7
7
7
8
8
9
10
10
10
10
10
12
14
14
14
15
15
15
15
15
15
16
17
20
20
20
20
20
20
20
20
24
25
25
29
30
30
30
30
30
30
30
36
48
72
15
0
0
0.5
20