Car Statistics Coursework

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Car Statistics Coursework

I am trying to work out what factor makes a car decrease in value the

most. I have chosen a large sample of cars which have had a service

history and erased some of the factors that I think I will not need.

The factors I am not using are make and model, colour, engine size,

fuel, MOT, tax, insurance, doors, style, seats, air conditioning,

gearbox and airbags. I have also got rid of the cars that do not have

all of the sufficient information.

I am using how many miles the car has driven, the age of the car and

MPG (miles per gallon). I am using these factors because I think that

these factors most effect the value of the cars price depreciation.

Car Information

Car

Price When New

2nd HandPrice

Age

MPG

Mileage

Price loss

1

16000

7999

1

25-47

7000

8001

2

14425

10999

1

29-50

14000

3426

3

18580

7999

2

26-44

20000

10581

5

7995

3999

3

40-55

37000

3996

6

13610

4999

4

30-50

33000

8611

7

14875

5999

2

34-56

24000

8876

8

22980

6999

4

25-41

30000

15981

10

13510

7499

4

33-57

27000

6011

11

10351

3495

5

31-53

51000

6856

12

18140

6499

4

26-44

49000

11641

13

28210

5995

8

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