view(CarPrices)


Background

How does mileage and seat type effect car price?

Is it true that the more miles on a car decreases the value?

In this analysis I will be comparing the relationship between the three. The test used in this analysis is linear regression.

The equation below is the full model which will be used to create the relationship.

\[ Y_i = \overbrace{\underbrace{\beta_0 + \beta_1 X_{1i} + \beta_2 X_{2i} + \beta_3 X_{1i} X_{2i}}_{E\{Y_i\}}}^\text{Two-lines Model} + \epsilon_i \]

\[ X_{2i} = \left\{\begin{array}{ll} 1, & \text{Group B} \\ 0, & \text{Group A} \end{array}\right. \]

Parameter Effect
\(\beta_0\) Y-intercept of the Model.
\(\beta_1\) Controls the slope of the “base-line” of the model, the “Group 0” line.
\(\beta_2\) Controls the change in y-intercept for the second line in the model as compared to the y-intercept of the “base-line” line.
\(\beta_3\) Called the “interaction” term. Controls the change in the slope for the second line in the model as compared to the slope of the “base-line” line.

Data Analysis

Basic Statistics

pander(CarPrices %>%
  group_by(Leather) %>%
  summarise(Correlation = cor(Mileage, Price, use="complete.obs"), avgprice = mean(Price), avgmiles = mean(Mileage)))

summarise() ungrouping output (override with .groups argument)

Leather Correlation avgprice avgmiles
0 -0.2546 18829 19819
1 -0.1265 22302 19837

Linear Regression

palette(c("skyblue","firebrick"))

pandary <- function(x){
  pander(summary(x))
}

Full Model

mylm <- lm(Price ~ Mileage + Leather + Mileage:Leather, data = CarPrices)
pandary(mylm)
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 22660 1748 12.96 5.238e-35
Mileage -0.1933 0.08191 -2.36 0.0185
Leather 2925 2035 1.438 0.1509
Mileage:Leather 0.02781 0.09514 0.2924 0.7701
Fitting linear model: Price ~ Mileage + Leather + Mileage:Leather
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
804 9676 0.04532 0.04174
par(mfrow = c(1,3))
plot(mylm, which = 1:2)
plot(mylm$residuals)
plot(Price ~ Mileage, data=CarPrices, col=as.factor(Leather),main="Car Prices", pch=16)

abline(2.266e+04, -1.933e-01, col=palette()[1])

abline(2.266e04 + 2.925e03, -1.933e-01 + 2.781e-02, col=palette()[2])

legend("topright", legend=c("Not Leather", "Leather"), pch=1, col=palette(), title="Seat Type", bty="n")

Equal Slopes Model

mylm <- lm(Price ~ Mileage + Leather, data = CarPrices)
pandary(mylm)
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 22252 1050 21.19 1.716e-79
Mileage -0.1727 0.04164 -4.148 3.713e-05
Leather 3477 762.9 4.557 5.99e-06
Fitting linear model: Price ~ Mileage + Leather
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
804 9671 0.04522 0.04284
par(mfrow = c(1,3))
plot(mylm, which = 1:2)
plot(mylm$residuals)
plot(Price ~ Mileage, data=CarPrices, col=as.factor(Leather),main="Car Prices", pch=16)

abline(2.225e+04, -1.727e-01, col=palette()[1])

abline(2.225e+04 + 3.477e+03, -1.727e-01, col=palette()[2])

legend("topright", legend=c("Not Leather", "Leather"), pch=1, col=palette(), title="Seat Type", bty="n")

Equal Intercepts Model

mylm <- lm(Price ~ Mileage + Mileage:Leather, data = CarPrices)
pandary(mylm)
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 24821 894.6 27.74 2.935e-119
Mileage -0.2873 0.04941 -5.815 8.759e-09
Mileage:Leather 0.1546 0.03572 4.329 1.689e-05
Fitting linear model: Price ~ Mileage + Mileage:Leather
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
804 9683 0.04285 0.04046
par(mfrow = c(1,3))
plot(mylm, which = 1:2)
plot(mylm$residuals)
plot(Price ~ Mileage, data=CarPrices, col=as.factor(Leather),main="Car Prices", pch=16)

abline(2.482e+04, -2.873e-01, col=palette()[1])

abline(2.482e+04, -2.873e-01 + 1.546e-01, col=palette()[2])

legend("topright", legend=c("Not Leather", "Leather"), pch=1, col=palette(), title="Seat Type", bty="n")

Simple Linear Model

Not Leather
temp <- CarPrices %>% filter(Leather == 0)
mylm <-  lm(Price ~ Mileage, data = temp)
pandary(mylm)
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 22660 1057 21.44 8.511e-56
Mileage -0.1933 0.04952 -3.904 0.0001257
Fitting linear model: Price ~ Mileage
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
222 5850 0.0648 0.06055
par(mfrow = c(1,3))
plot(mylm, which = 1:2)
plot(mylm$residuals)
ggplot(temp, aes(x = Mileage, y = Price)) +
  geom_point() +
  geom_smooth(method = "lm", se=FALSE) +
  theme_bw()

Leather
temp <- CarPrices %>% filter(Leather == 1)
mylm <-  lm(Price ~ Mileage, data = temp)
pandary(mylm)
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 25586 1159 22.08 7.129e-79
Mileage -0.1655 0.0539 -3.071 0.002234
Fitting linear model: Price ~ Mileage
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
582 10778 0.016 0.0143
par(mfrow = c(1,3))
plot(mylm, which = 1:2)
plot(mylm$residuals)
ggplot(temp, aes(x = Mileage, y = Price)) +
  geom_point() +
  geom_smooth(method = "lm", se=FALSE) +
  theme_bw()

The Data

pander(CarPrices, split.tables = Inf)
Price Mileage Make Model Trim Type Cylinder Liter Doors Cruise Sound Leather
17314 8221 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 1
17542 9135 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 0
16219 13196 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 0
16337 16342 Buick Century Sedan 4D Sedan 6 3.1 4 1 0 0
16339 19832 Buick Century Sedan 4D Sedan 6 3.1 4 1 0 1
15709 22236 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 0
15230 22576 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 0
15048 22964 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 0
14862 24021 Buick Century Sedan 4D Sedan 6 3.1 4 1 0 1
15295 27325 Buick Century Sedan 4D Sedan 6 3.1 4 1 1 1
21336 10237 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 0 0
20538 15066 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 0
20512 16633 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 0
19924 19800 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 1
19774 23359 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 1
19344 23765 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 0
19105 24008 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 0 0
18543 26034 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 1
17808 32896 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 0
17969 34665 Buick Lacrosse CX Sedan 4D Sedan 6 3.6 4 1 1 1
22359 8970 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 1 0
23786 10577 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 1 1
22926 14363 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 1 1
21896 16508 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 1
21273 18908 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 0
21460 19467 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 1
21183 21394 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 0
20406 22596 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 0
21058 24469 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 1 1
19557 25245 Buick Lacrosse CXL Sedan 4D Sedan 6 3.6 4 1 0 0
23448 15755 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 0
23547 16235 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 0
23016 18147 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 1
22230 22102 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 0 1
22625 23612 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 0 1
21799 24439 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 0 0
21341 25212 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 1
21683 26779 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 0
20986 27096 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 0 0
20902 29649 Buick Lacrosse CXS Sedan 4D Sedan 6 3.8 4 1 1 1
20698 2992 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 0 1
20099 10036 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 1
18145 18339 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 0
17945 19592 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 0 0
19028 21797 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 0 1
18349 23852 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 0
17751 25040 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 0
17773 25052 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 0
17394 25464 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 0
17646 27830 Buick Lesabre Custom Sedan 4D Sedan 6 3.8 4 1 1 1
21908 17353 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 0 0
21956 17787 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 0
21646 19562 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 1
21575 20137 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 0
20952 20158 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 0
21562 23767 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 0 1
19981 24323 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 0
19426 27839 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 0
19192 29187 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 1
19642 31324 Buick Lesabre Limited Sedan 4D Sedan 6 3.8 4 1 1 1
25590 2308 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 0
25099 10014 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 0
23421 18910 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 0 1
22661 20105 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 0 0
23493 20453 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 0
22435 22287 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 1
21878 23237 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 0
23078 23798 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 0 1
21698 25489 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 1
21832 25564 Buick Park Avenue Sedan 4D Sedan 6 3.8 4 1 1 1
26831 4695 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 0
26060 9795 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 0
26782 12052 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 0
26302 13050 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 0
26190 17335 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 0 1
25508 17480 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 0
23348 24027 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 0 1
23407 25387 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 0 1
23160 25869 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 0 0
21537 37128 Buick Park Avenue Special Ed Ultra 4D Sedan 6 3.8 4 1 1 1
51154 2202 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 1 1
49248 6685 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 0 1
46748 15343 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 1 1
44131 21341 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 0 1
44085 21367 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 1 1
43892 23371 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 0 1
44301 23751 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 0 1
42678 24052 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 0 1
43374 25199 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 1 1
40619 30082 Cadillac CST-V Sedan 4D Sedan 8 5.7 4 1 1 1
33418 6598 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
30957 10625 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
31431 11013 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
30782 14937 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
30646 17094 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
30792 17870 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
30393 18449 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
28817 21039 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 0 1
29275 21056 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
28040 27484 Cadillac CTS Sedan 4D Sedan 6 2.8 4 1 1 1
39802 14095 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
40336 14743 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
39307 16041 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
38600 17138 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
38446 18661 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
36078 21966 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
35867 24415 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 1 1
35339 25163 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
36154 25339 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 1 1
34686 25421 Cadillac Deville DHS Sedan 4D Sedan 8 4.6 4 1 0 1
42820 5499 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
41378 8125 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
40856 12791 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 1 1
41419 14452 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
37510 21593 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
37215 22211 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
36333 25153 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
36245 26250 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 1 1
32954 36074 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 0 1
32537 41829 Cadillac Deville DTS Sedan 4D Sedan 8 4.6 4 1 1 1
35716 6447 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 0 1
35652 10555 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 1 1
35129 11975 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 1 1
35166 13449 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 1 1
32501 17508 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 0 1
33220 18661 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 0 1
32509 20910 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 0 1
31132 23124 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 1 1
31182 26222 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 0 1
31059 27544 Cadillac Deville Sedan 4D Sedan 8 4.6 4 1 1 1
42742 2846 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 0 1
40967 7476 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
38795 13973 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
38297 16754 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 0 1
37193 19100 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 0 1
36210 21778 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 0 1
36634 22042 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
35895 23056 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
34974 25796 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
32038 35326 Cadillac STS-V6 Sedan 4D Sedan 6 3.6 4 1 1 1
48310 788 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 0 1
48366 2616 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 1 1
45062 13829 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 1 1
44206 15104 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 0 1
42378 18581 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 0 1
41672 20575 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 0 1
41516 23861 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 1 1
41053 25717 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 1 1
38209 31303 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 1 1
39072 31587 Cadillac STS-V8 Sedan 4D Sedan 8 4.6 4 1 0 1
70755 583 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
68566 6420 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
69134 7892 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
66374 12021 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
65281 15600 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
63913 18200 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
60568 23193 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
57154 29260 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
55639 31805 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 0 1
52002 42691 Cadillac XLR-V8 Hardtop Conv 2D Convertible 8 4.6 2 1 1 1
12146 10011 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 1
12164 12101 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 1
11472 19699 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 1
11017 20100 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 1 0
11097 20334 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 1 0 0
10386 22225 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 0
11137 22484 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 1 1
11045 24568 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 1 0 1
10777 27906 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 0
9928 29680 Chevrolet AVEO LS Hatchback 4D Hatchback 4 1.6 4 0 0 1
12649 3629 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 1 0
12315 4142 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 1 0
11318 11156 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 1 1
12410 11981 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 1 1 1
11555 13404 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 1 1 0
11700 15253 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 1 0 0
11215 19945 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 0 0
10145 23963 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 1 1 0
10491 30948 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 1 0
9954 37345 Chevrolet AVEO LS Sedan 4D Sedan 4 1.6 4 0 1 1
11031 20156 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11343 20186 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 1 1 1
11391 21421 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11248 21427 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 1 1 1
10922 23119 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11180 23121 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11395 25107 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11070 25476 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 0 1 1
11014 25746 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 1 1 1
11115 30056 Chevrolet AVEO LT Hatchback 4D Hatchback 4 1.6 4 1 1 1
11918 7278 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 0 0
12409 10213 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 0 1
11303 14627 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 1 0
11615 19014 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 1 1
10805 21013 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 1 1 1
11170 22380 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 1 0
10770 25065 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 1 0
10872 25869 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 0 0
10922 27776 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 1 0 0
9919 34621 Chevrolet AVEO LT Sedan 4D Sedan 4 1.6 4 0 1 0
10813 266 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 0 1
11168 4716 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 1 0
10897 6699 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 0 1 1
10106 14200 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 0 0
10354 14521 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 0 1 0
10288 16521 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 1 1
9721 20836 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 1 0
9506 22169 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 0 0 1
9789 22986 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 0 1 1
9221 29992 Chevrolet AVEO SVM Hatchback 4D Hatchback 4 1.6 4 1 0 1
10971 7091 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 1 0 0
10315 14438 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 0 1
9654 19183 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 0 0
9564 19273 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 1 1 0
9666 19565 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 1 1
9482 24842 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 1 0 0
8639 25216 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 0 0
9042 26191 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 0 1
8871 32914 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 1 1 0
8769 35299 Chevrolet AVEO SVM Sedan 4D Sedan 4 1.6 4 0 0 0
13008 7372 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 1 1 1
13042 13607 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 0 1 1
12046 19136 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 0 1 1
12470 19712 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 0 1 1
11540 22405 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 0 1 1
11726 23103 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 0 1 1
12208 23512 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 1 1 1
11203 27364 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 1 1 1
10789 31436 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 1 1 1
11150 34447 Chevrolet Cavalier Coupe 2D Coupe 4 2.2 2 1 1 1
14584 1160 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 1 1 1
13682 10210 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 1 1 1
13446 17741 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 0 1 1
12328 19347 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 0 1 1
12275 19612 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 1 1 1
12631 22571 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 1 1 1
12425 22771 Chevrolet Cavalier LS Coupe 2D Coupe 4 2.2 2 0 1 1
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18701 24992 Pontiac Grand Prix GTP Sedan 4D Sedan 6 3.8 4 1 0 0
19423 25557 Pontiac Grand Prix GTP Sedan 4D Sedan 6 3.8 4 1 0 1
19957 26028 Pontiac Grand Prix GTP Sedan 4D Sedan 6 3.8 4 1 1 0
19448 27721 Pontiac Grand Prix GTP Sedan 4D Sedan 6 3.8 4 1 0 1
19822 1592 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 1 0
19567 2189 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 1 1
16853 17959 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 0 0
16517 20751 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 1 1
15979 21974 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 0 0
16256 22637 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 0 0
15724 23989 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 0 0
15967 25598 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 0 0
16042 27800 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 1 0
15756 29325 Pontiac Grand Prix Sedan 4D Sedan 6 3.8 4 1 1 0
32423 9185 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
32220 10915 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
31025 13678 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
29596 16193 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 0 1
29665 21418 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 0 1
27426 23886 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 0 1
27371 24960 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
27549 26126 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
28502 27199 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
25527 36480 Pontiac GTO Coupe 2D Coupe 8 5.7 2 1 1 1
13160 13145 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 0 1 1
12830 17830 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
12828 19081 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
12878 19225 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
12832 20618 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
12464 21891 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
12466 23931 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 0 1 1
12259 24318 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 1 1 1
11903 25285 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 0 1 1
12210 26097 Pontiac Sunfire Coupe 2D Coupe 4 2.2 2 0 1 1
16392 18096 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 1 1 0
16034 18391 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 0 1 1
16107 19465 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 1 0 0
16551 19531 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 1 1 1
17325 19894 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 1 0 0
16079 22779 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 0 0 1
15298 23062 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 0 0 0
15505 24239 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 1 0 0
15174 27887 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 0 0 0
14547 33374 Pontiac Vibe AWD Sportwagon 4D Wagon 4 1.8 4 0 1 1
17803 12303 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 1 1 1
16353 16078 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 1 0
15978 17053 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 1
15569 18206 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 0
15590 21307 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 0
15730 21391 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 1 1
15803 21461 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 0
15087 27438 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 1
14396 31424 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 0 0 0
14869 31791 Pontiac Vibe GT Sportwagon Wagon 4 1.8 4 1 1 1
16928 2973 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 0 0
17418 4463 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 1 0 1
16379 8754 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 1 0
16707 9150 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 0 0
17214 12610 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 1 1 1
15822 14304 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 0 1
14399 21688 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 0 0
15622 23217 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 1 1 1
14909 23323 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 1 1
14853 24270 Pontiac Vibe Sportwagon 4D Wagon 4 1.8 4 0 0 0
35622 10340 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 1 0
34819 12251 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 0 0
34355 17711 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 1 0
32737 19112 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 1 1
33541 20925 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 0 1
31971 21208 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 1 0
33287 21661 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 0 1
32076 23553 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 1 0
31969 24559 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 0 0
27666 35157 SAAB 9_3 Linear Conv 2D Convertible 4 2 2 1 0 0
29246 3907 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 0 1
26338 16068 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 0 0
26775 16688 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 0 0
25300 19569 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 1 0
24897 21266 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 1 0
25997 21433 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 1 1
24802 26345 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 1 1
24063 27674 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 1 1
23250 27686 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 0 0
22245 50387 SAAB 9_3 Linear Sedan 4D Sedan 4 2 4 1 0 1
37089 3828 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 1 1
33382 17381 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 1 1
33359 17590 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 1 1
33587 18930 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 0 1
30732 22479 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 0 0
30315 23635 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 0 0
30167 25049 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 0 0
30251 27558 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 0 1
29143 31655 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 1 1
29612 32477 SAAB 9_3 HO Aero Conv 2D Convertible 4 2 2 1 1 1
26841 10003 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 0
27826 10014 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 0 1
27285 14281 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 1
27060 17319 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 0 1
25618 20208 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 0 1
25791 21160 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 1
25148 22272 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 1
24852 22814 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 1
24174 27015 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 0 0
23733 27600 SAAB 9_3 HO Aero Sedan 4D Sedan 4 2 4 1 1 0
38325 12090 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 1 1
38167 13162 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 1
37384 16088 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 1
36339 18195 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 1 0
35580 21167 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 1 0
35304 21293 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 1
34393 24031 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 1
33984 25420 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 0
33248 27051 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 0 1
28778 48991 SAAB 9_3 HO Arc Conv 2D Convertible 4 2 2 1 1 1
32197 3867 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
32053 5144 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
30275 10800 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
30354 11273 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
30122 14568 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 1
26790 22189 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 0 0
28292 22328 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
27109 22598 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 0 1
27256 26400 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
25267 34175 SAAB 9_3 HO Arc Sedan 4D Sedan 4 2 4 1 1 0
35033 1676 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
32746 7924 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 0 1
33183 9795 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
31003 15087 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
30076 22052 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
29844 23143 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
28433 25247 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
28055 26276 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
28503 28598 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 1 1
24912 38717 SAAB 9_5 Arc Sedan 4D Sedan 4 2.3 4 1 0 1
31849 16956 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 0 1
32650 16975 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 1 1
29961 20015 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 1 1
31554 20103 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 1 1
29914 22105 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 0 1
30575 22298 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 1 1
30272 23426 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 1 1
28678 25380 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 0 1
28829 26503 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 0 1
26955 31773 SAAB 9_5 Arc Wagon 4D Wagon 4 2.3 4 1 0 1
33006 6409 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
30661 14278 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 0 1
30444 15050 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 0 1
30322 16225 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
31153 17317 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 0 1
31085 18187 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
31157 18805 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
29115 21960 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 0 1
25845 36557 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
24903 40719 SAAB 9_5 Linear Wagon 4D Wagon 4 2.3 4 1 1 1
30801 8017 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 0 1
28416 14613 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 0 1
28186 19854 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
28205 22021 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
26653 22590 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
27611 22881 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
26698 23055 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
27241 23204 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
27703 24738 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
24405 31344 SAAB 9_5 HO Aero Sedan 4D Sedan 4 2.3 4 1 1 1
30960 17673 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 1 1
29987 18464 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
29908 19830 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 1 1
28328 20685 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
29198 20907 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
29321 21545 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
29482 21822 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 1 1
26792 25357 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
27789 26786 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 0 1
26012 34269 SAAB 9_5 HO Aero Wagon 4D Wagon 4 2.3 4 1 1 1
27281 4836 SAAB 9-2X AWD Linear Wagon 4D Wagon 4 2.5 4 1 1 0
25959 17431 SAAB 9-2X AWD Linear Wagon 4D Wagon 4 2.5 4 1 0 1
23274 21616 SAAB 9-2X AWD Linear Wagon 4D Wagon 4 2.5 4 1 1 0
23329 25218 SAAB 9-2X AWD Linear Wagon 4D Wagon 4 2.5 4 1 0 1
16917 2879 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 0 1
15639 8507 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 0 0
16256 10555 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 1
15395 12920 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 0 0
14882 14376 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 0
15277 16951 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 1 0
14703 17656 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 1 0
15033 19455 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 1
13991 21020 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 1 0
14771 22255 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 0 1
13719 23645 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 0
13869 24349 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 1 0
13518 25981 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 1 0
13825 26034 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 1
13811 26236 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 1 1
14078 26788 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 1
14412 26986 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 0 1
13600 27231 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 1 0
13033 30108 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 1 1 1
11539 38958 Saturn Ion Quad Coupe 2D Coupe 4 2.2 2 0 0 0
14739 1737 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
15110 2392 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 1 0
14203 11836 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
15195 12412 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
14117 12878 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 0 0
13174 13318 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
13258 14938 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 1 1
12792 16163 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
12293 17139 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 0 1
13998 18257 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
14568 18511 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
13123 19101 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
13494 19500 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 0 1
12036 19853 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
12162 21770 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 0
12334 21877 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
12099 22758 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 1 0
12119 22826 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
11680 23388 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
13217 24069 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 0
12413 24664 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
12284 24740 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 1 0
12594 26328 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 1
12106 28298 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 0
11874 28398 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
12965 29707 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
10563 32458 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
11414 32619 Saturn Ion Sedan 4D Sedan 4 2.2 4 1 0 1
11505 33962 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 0 0
11522 34998 Saturn Ion Sedan 4D Sedan 4 2.2 4 0 1 1
18174 5826 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 1 1
18491 7755 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 1 1
17322 10102 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 0 1
17978 10986 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 0 0
16425 14242 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 0 0
16507 16229 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 0 0
16176 19095 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 1 0
15731 20484 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 1 0
15119 25979 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 1 0
13586 35662 Saturn L Series L300 Sedan 4D Sedan 6 3 4 1 0 0

Interpretation

\[ \underbrace{\hat{Y_i}}_\text{Price} = 22660 + -0.1933 \underbrace{X_{1i}}_\text{Mileage} + 2925 \underbrace{X_{2i}}_\text{Leather} + 0.02781 \underbrace{X_{1i} X_{2i}}_\text{Mileage:Leather} \]

The above equation is based on the full linear model.

  • Base Price: $22660
  • Mileage Drop: $-0.1933
  • Seat Type Base: $2925
  • Mileage and Seat Type Modifier: $0.02781

We can learn from the equation how to get the price of a car based on mileage and seat type (whether or not the seats have leather). As mileage increases price decreases. If a car has leather seats then the price increases.