Analyzing and Visualizing data
Final Paper
The Final Paper for this course will enable you to identify 2 data sets and discuss appropriate structures of the datasets.
Your final paper should meet the outlined criteria:
Topic based on dataset
Describe the dataset fields
Summary of the data in the dataset
Research content (at least 1000 words and 4 references – 3 must be scholarly peer-reviewed articles)
Create visualizations using R Language (ggplot2) (Discuss findings)
You are free to utilize an available dataset onlineor to use one of the data sets provided in this folder.
HI R Documentation
Health Insurance and Hours Worked By Wives
Description
a cross-section from 1993
number of observations : 22272
observation : individuals
country : United States
Usage
data(HI)
Format
A dataframe containing :
whrswk
hours worked per week by wife
hhi
wife covered by husband’s HI ?
whi
wife has HI thru her job ?
hhi2
husband has HI thru own job ?
education
a factor with levels, “<9years", "9-11years", "12years", "13-15years", "16years", ">16years”
race
one of white, black, other
hispanic
hispanic ?
experience
years of potential work experience
kidslt6
number of kids under age of 6
kids618
number of kids 618 years old
husby
husband’s income in thousands of dollars
region
one of other, northcentral, south, west
wght
sampling weight
Source
Olson, Craig A. (1998) A comparison of parametric and semiparametric estimates of the effect of spousal
health insurance coverage on weekly hours worked by wiwes, Journal of Applied Econometrics, 13(5),
septemberoctober, 543565.
References
Journal of Applied Econometrics data archive : http://qed.econ.queensu.ca/jae/.
See Also
Index.Source, Index.Economics, Index.Econometrics, Index.Observations
http://qed.econ.queensu.ca/jae/ Car R Documentation
Stated Preferences for Car Choice
Description
a cross-section
number of observations : 4654
observation : individuals
country : United States
Usage
data(Car)
Format
A dataframe containing :
choice
choice of a vehicle among 6 propositions
college
college education ?
hsg2
size of household greater than 2 ?
coml5
commute lower than 5 miles a day ?
typez
body type, one of regcar (regular car), sportuv (sport utility vehicle), sportcar, stwagon (station wagon),
truck, van, for each proposition z from 1 to 6
fuelz
fuel for proposition z, one of gasoline, methanol, cng (compressed natural gas), electric.
pricez
price of vehicle divided by the logarithm of income
rangez
hundreds of miles vehicle can travel between refuelings/rechargings
accz
acceleration, tens of seconds required to reach 30 mph from stop
speedz
highest attainable speed in hundreds of mph
pollutionz
tailpipe emissions as fraction of those for new gas vehicle
sizez
0 for a mini, 1 for a subcompact, 2 for a compact and 3 for a midsize or large vehicle
spacez
fraction of luggage space in comparable new gas vehicle
costz
cost per mile of travel (tens of cents) : home recharging for electric vehicle, station refueling otherwise
stationz
fraction of stations that can refuel/recharge vehicle
Source
McFadden, Daniel and Kenneth Train (2000) Mixed MNL models for discrete response, Journal of Applied
Econometrics, 15(5), 447470.
References
Journal of Applied Econometrics data archive : http://qed.econ.queensu.ca/jae/.
See Also
Index.Source, Index.Economics, Index.Econometrics, Index.Observations
http://qed.econ.queensu.ca/jae/ choice college hsg2 coml5 type1 type2 type3 type4 type5 type6 fuel1 fuel2 fuel3 fuel4 fuel5 fuel6 price1 price2 price3 price4 price5 price6 range1 range2 range3 range4 range5 range6 acc1 acc2 acc3 acc4 acc5 acc6 speed1 speed2 speed3 speed4 speed5 speed6 pollution1 pollution2 pollution3 pollution4 pollution5 pollution6 size1 size2 size3 size4 size5 size6 space1 space2 space3 space4 space5 space6 cost1 cost2 cost3 cost4 cost5 cost6 station1 station2 station3 station4 station5 station6
1 choice1 0 0 0 van regcar van stwagon van truck cng cng electric electric gasoline gasoline 4.1753448 4.1753448 4.8177056 4.8177056 5.1388859 5.1388859 250 250 400 400 250 250 4 4 6 6 2.5 2.5 95 95 110 110 140 140 0.6 0.6 0.25 0.25 0.5 0.5 3 3 2 2 3 3 0.7 0.7 1 1 1 1 4 4 6 6 8 8 0.1 0.1 0.3 0.3 1 1
2 choice2 1 1 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.3109468 3.3109468 3.586859 3.586859 4.4145957 4.4145957 125 125 300 300 300 300 2.5 2.5 4 4 6 6 85 85 140 140 95 95 0 0 0.4 0.4 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 4 4 8 8 4 4 0 0 0.1 0.1 1 1
3 choice5 0 1 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 4.0395745 4.0395745 2.7772075 2.7772075 3.2821543 3.2821543 300 300 250 250 300 300 6 6 2.5 2.5 4 4 140 140 85 85 95 95 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 1 1 1 1 1 1 6 6 8 8 2 2 0.1 0.1 0.3 0.3 1 1
4 choice5 0 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 7.0659681 7.0659681 7.3871485 7.3871485 5.4600663 5.4600663 200 200 75 75 300 300 4 4 6 6 2.5 2.5 100 100 85 85 95 95 0 0 0.25 0.25 0.6 0.6 2 2 3 3 3 3 1 1 0.7 0.7 1 1 8 8 2 2 4 4 0 0 0.7 0.7 0.1 0.1
5 choice5 0 1 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 5.7941569 5.7941569 6.3459814 6.3459814 4.690508 4.690508 75 75 300 300 350 350 4 4 6 6 2.5 2.5 85 85 95 95 110 110 0.1 0.1 0.4 0.4 0.75 0.75 1 1 2 2 3 3 0.7 0.7 1 1 1 1 6 6 8 8 2 2 0.3 0.3 0.7 0.7 1 1
6 choice5 0 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 3.5329841 3.5329841 4.1753448 4.1753448 4.8177056 4.8177056 300 300 250 250 300 300 6 6 2.5 2.5 4 4 85 85 95 95 110 110 0.6 0.6 0.25 0.25 0.5 0.5 3 3 2 2 3 3 1 1 1 1 1 1 6 6 8 8 2 2 0.1 0.1 0.3 0.3 1 1
7 choice2 1 1 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 1.9270822 1.9270822 0.96354111 0.96354111 1.4453117 1.4453117 125 125 300 300 300 300 6 6 2.5 2.5 4 4 100 100 85 85 110 110 0 0 0.25 0.25 1 1 2 2 3 3 3 3 1 1 0.7 0.7 1 1 8 8 4 4 8 8 0 0 0.7 0.7 1 1
8 choice5 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 6.0700691 6.0700691 6.3459814 6.3459814 5.2423324 5.2423324 125 125 300 300 300 300 6 6 2.5 2.5 4 4 85 85 140 140 95 95 0 0 0.4 0.4 0.25 0.25 3 3 3 3 2 2 1 1 0.7 0.7 1 1 1 1 4 4 8 8 0 0 0.7 0.7 1 1
9 choice5 0 0 0 sportuv sportcar sportuv regcar sportuv truck methanol methanol electric electric gasoline gasoline 3.0674666 3.0674666 3.8343333 3.8343333 4.0899555 4.0899555 125 125 250 250 300 300 2.5 2.5 4 4 6 6 65 65 140 140 85 85 0 0 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 4 4 4 4 6 6 0 0 0.3 0.3 1 1
10 choice2 1 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 3.8017382 3.8017382 2.4599482 2.4599482 2.9072116 2.9072116 200 200 75 75 300 300 4 4 6 6 2.5 2.5 85 85 140 140 85 85 0 0 0.4 0.4 0.75 0.75 2 2 3 3 1 1 1 1 0.7 0.7 1 1 2 2 2 2 4 4 0 0 0.7 0.7 0.1 0.1
11 choice1 1 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.1386835 4.1386835 4.4145957 4.4145957 3.0350346 3.0350346 200 200 75 75 300 300 4 4 6 6 2.5 2.5 55 55 95 95 110 110 0 0 0.1 0.1 0.4 0.4 3 3 1 1 2 2 1 1 1 1 1 1 2 2 4 4 6 6 0 0 0.7 0.7 0.1 0.1
12 choice2 1 1 0 truck stwagon truck regcar truck van methanol methanol electric electric gasoline gasoline 3.323736 3.323736 3.7985554 3.7985554 2.6115068 2.6115068 125 125 250 250 300 300 4 4 6 6 2.5 2.5 85 85 85 85 95 95 0 0 0.25 0.25 0.5 0.5 3 3 1 1 2 2 1 1 1 1 1 1 2 2 8 8 2 2 0 0 0.7 0.7 1 1
13 choice5 1 0 0 sportcar truck sportcar sportuv sportcar regcar methanol methanol cng cng gasoline gasoline 5.4600663 5.4600663 6.102427 6.102427 7.3871485 7.3871485 200 200 75 75 350 350 4 4 6 6 2.5 2.5 85 85 140 140 95 95 0 0 0.25 0.25 1 1 0 0 1 1 2 2 1 1 1 1 1 1 8 8 4 4 8 8 0 0 0.1 0.1 1 1
14 choice5 0 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 1.2847215 1.2847215 1.6059019 1.6059019 0.96354111 0.96354111 200 200 300 300 350 350 2.5 2.5 4 4 6 6 85 85 85 85 95 95 0 0 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 1 1 2 2 4 4 0 0 0.7 0.7 1 1
15 choice3 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 4.690508 4.690508 3.586859 3.586859 4.1386835 4.1386835 200 200 300 300 350 350 4 4 6 6 2.5 2.5 65 65 140 140 85 85 0 0 0.6 0.6 1 1 1 1 2 2 3 3 1 1 1 1 1 1 1 1 4 4 6 6 0 0 0.3 0.3 1 1
16 choice6 1 0 0 truck van truck stwagon truck regcar methanol methanol cng cng gasoline gasoline 1.9313856 1.9313856 1.9313856 1.9313856 2.7591223 2.7591223 75 75 250 250 250 250 6 6 2.5 2.5 4 4 100 100 85 85 110 110 0 0 0.1 0.1 0.75 0.75 3 3 1 1 2 2 1 1 1 1 1 1 8 8 8 8 4 4 0 0 0.1 0.1 1 1
17 choice3 1 1 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 8.4371306 8.4371306 5.4593198 5.4593198 7.444527 7.444527 75 75 250 250 250 250 6 6 2.5 2.5 4 4 65 65 110 110 85 85 0 0 0.4 0.4 0.25 0.25 3 3 3 3 2 2 1 1 0.7 0.7 1 1 8 8 2 2 6 6 0 0 0.1 0.1 1 1
18 choice2 0 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 1.0224889 1.0224889 1.1503 1.1503 1.2781111 1.2781111 200 200 75 75 300 300 2.5 2.5 4 4 6 6 85 85 140 140 85 85 0 0 0.4 0.4 0.75 0.75 3 3 3 3 2 2 0.7 0.7 1 1 1 1 8 8 6 6 8 8 0 0 0.1 0.1 0.3 0.3
19 choice3 1 1 0 van regcar van stwagon van truck methanol methanol cng cng electric electric 3.3109468 3.3109468 3.586859 3.586859 4.1386835 4.1386835 125 125 300 300 250 250 4 4 6 6 2.5 2.5 100 100 85 85 95 95 0 0 0.4 0.4 0.75 0.75 3 3 3 3 2 2 1 1 0.7 0.7 1 1 1 1 8 8 2 2 0 0 0.1 0.1 0.3 0.3
20 choice5 1 0 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.3109468 3.3109468 4.1386835 4.1386835 4.4145957 4.4145957 200 200 300 300 350 350 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.25 0.25 0.5 0.5 3 3 1 1 2 2 0.7 0.7 1 1 1 1 4 4 2 2 4 4 0 0 0.7 0.7 1 1
21 choice5 0 1 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 5.9556216 5.9556216 7.444527 7.444527 7.9408288 7.9408288 125 125 250 250 300 300 2.5 2.5 4 4 6 6 65 65 140 140 85 85 0 0 0.75 0.75 0.25 0.25 2 2 3 3 1 1 0.7 0.7 1 1 1 1 4 4 4 4 6 6 0 0 0.3 0.3 1 1
22 choice6 1 0 0 sportuv truck sportuv sportcar sportuv regcar methanol methanol cng cng gasoline gasoline 4.8568222 4.8568222 5.3680666 5.3680666 4.3455777 4.3455777 200 200 75 75 350 350 4 4 6 6 2.5 2.5 100 100 85 85 110 110 0 0 0.4 0.4 0.25 0.25 3 3 3 3 2 2 1 1 1 1 1 1 1 1 4 4 8 8 0 0 0.1 0.1 1 1
23 choice5 0 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 4.690508 4.690508 3.0350346 3.0350346 4.1386835 4.1386835 125 125 300 300 300 300 2.5 2.5 4 4 6 6 65 65 110 110 85 85 0 0 0.6 0.6 0.5 0.5 3 3 2 2 3 3 0.7 0.7 1 1 1 1 1 1 8 8 4 4 0 0 0.1 0.1 1 1
24 choice3 1 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.690508 4.690508 3.0350346 3.0350346 3.586859 3.586859 125 125 300 300 250 250 6 6 2.5 2.5 4 4 85 85 140 140 85 85 0 0 0.25 0.25 0.6 0.6 0 0 1 1 2 2 0.7 0.7 1 1 1 1 1 1 4 4 6 6 0 0 0.7 0.7 0.1 0.1
25 choice1 1 0 0 truck regcar truck van truck stwagon methanol methanol cng cng electric electric 7.0659681 7.0659681 7.3871485 7.3871485 5.4600663 5.4600663 125 125 300 300 250 250 4 4 6 6 2.5 2.5 65 65 110 110 140 140 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 1 1 0.7 0.7 1 1 8 8 8 8 2 2 0 0 0.1 0.1 0.3 0.3
26 choice3 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 4.1386835 4.1386835 4.4145957 4.4145957 3.586859 3.586859 125 125 300 300 300 300 6 6 2.5 2.5 4 4 100 100 85 85 110 110 0 0 0.25 0.25 1 1 1 1 2 2 3 3 1 1 1 1 1 1 4 4 6 6 2 2 0 0 0.3 0.3 1 1
27 choice5 1 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.3927834 3.3927834 2.1953304 2.1953304 2.9936324 2.9936324 125 125 300 300 300 300 4 4 6 6 2.5 2.5 55 55 95 95 140 140 0 0 0.1 0.1 0.75 0.75 3 3 2 2 3 3 0.7 0.7 0.7 0.7 1 1 4 4 2 2 6 6 0 0 0.1 0.1 1 1
28 choice5 0 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 0.96354111 0.96354111 1.1241313 1.1241313 1.4453117 1.4453117 300 300 250 250 300 300 4 4 6 6 2.5 2.5 110 110 140 140 85 85 0.25 0.25 0.6 0.6 1 1 3 3 3 3 2 2 0.7 0.7 1 1 1 1 2 2 4 4 6 6 0.3 0.3 0.7 0.7 1 1
29 choice1 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 6.6218936 6.6218936 4.690508 4.690508 5.7941569 5.7941569 200 200 75 75 350 350 4 4 6 6 2.5 2.5 65 65 110 110 85 85 0 0 0.1 0.1 0.75 0.75 3 3 1 1 2 2 1 1 1 1 1 1 2 2 4 4 8 8 0 0 0.1 0.1 1 1
30 choice3 1 0 0 truck van truck stwagon truck regcar methanol methanol cng cng gasoline gasoline 3.9704144 3.9704144 4.4667162 4.4667162 2.9778108 2.9778108 125 125 300 300 300 300 6 6 2.5 2.5 4 4 65 65 110 110 85 85 0 0 0.6 0.6 0.5 0.5 3 3 1 1 2 2 1 1 0.7 0.7 1 1 4 4 4 4 8 8 0 0 0.7 0.7 1 1
31 choice5 1 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 7.0659681 7.0659681 7.3871485 7.3871485 6.102427 6.102427 200 200 75 75 350 350 4 4 6 6 2.5 2.5 55 55 95 95 140 140 0 0 0.6 0.6 0.5 0.5 3 3 2 2 3 3 1 1 1 1 1 1 4 4 4 4 8 8 0 0 0.1 0.1 1 1
32 choice5 0 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.7871011 3.7871011 2.7772075 2.7772075 3.2821543 3.2821543 125 125 250 250 300 300 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 2 2 4 4 6 6 0 0 0.3 0.3 1 1
33 choice3 1 1 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 4.0359651 4.0359651 3.0863263 3.0863263 3.5611457 3.5611457 50 50 350 350 400 400 6 6 2.5 2.5 4 4 65 65 140 140 85 85 0 0 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 8 8 8 8 2 2 0 0 0.3 0.3 1 1
34 choice2 1 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.8177056 4.8177056 5.1388859 5.1388859 3.5329841 3.5329841 125 125 300 300 250 250 4 4 6 6 2.5 2.5 85 85 140 140 85 85 0 0 0.25 0.25 0.6 0.6 2 2 3 3 3 3 1 1 1 1 1 1 2 2 6 6 8 8 0 0 0.3 0.3 0.7 0.7
35 choice5 1 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 2.8118444 2.8118444 3.3230888 3.3230888 3.8343333 3.8343333 250 250 400 400 250 250 4 4 6 6 2.5 2.5 85 85 95 95 110 110 0.4 0.4 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 4 4 6 6 8 8 0.1 0.1 0.3 0.3 1 1
36 choice3 1 1 1 sportuv regcar sportuv truck sportuv sportcar methanol methanol cng cng electric electric 5.554415 5.554415 5.8068884 5.8068884 4.2920479 4.2920479 200 200 75 75 300 300 6 6 2.5 2.5 4 4 85 85 140 140 85 85 0 0 0.4 0.4 0.75 0.75 2 2 3 3 1 1 0.7 0.7 0.7 0.7 1 1 1 1 8 8 2 2 0 0 0.3 0.3 0.7 0.7
37 choice3 1 0 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 4.0359651 4.0359651 3.0863263 3.0863263 3.5611457 3.5611457 200 200 300 300 350 350 2.5 2.5 4 4 6 6 55 55 110 110 140 140 0 0 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 8 8 2 2 4 4 0 0 0.7 0.7 1 1
38 choice5 0 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 1.9270822 1.9270822 2.2482626 2.2482626 2.8906233 2.8906233 75 75 300 300 350 350 2.5 2.5 4 4 6 6 85 85 95 95 110 110 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 1 1 1 1 1 1 2 2 4 4 6 6 0.1 0.1 0.3 0.3 1 1
39 choice3 0 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 4.8177056 4.8177056 5.1388859 5.1388859 3.5329841 3.5329841 75 75 300 300 350 350 2.5 2.5 4 4 6 6 110 110 140 140 85 85 0.4 0.4 0.75 0.75 0.25 0.25 3 3 3 3 2 2 1 1 1 1 1 1 2 2 4 4 6 6 0.1 0.1 0.3 0.3 1 1
40 choice1 0 1 1 truck regcar truck van truck stwagon methanol methanol cng cng electric electric 7.7083289 7.7083289 5.4600663 5.4600663 6.102427 6.102427 125 125 300 300 250 250 6 6 2.5 2.5 4 4 85 85 140 140 85 85 0 0 0.25 0.25 0.6 0.6 1 1 2 2 3 3 0.7 0.7 1 1 1 1 1 1 4 4 6 6 0 0 0.7 0.7 0.1 0.1
41 choice3 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.0296809 3.0296809 3.2821543 3.2821543 4.0395745 4.0395745 200 200 75 75 350 350 6 6 2.5 2.5 4 4 65 65 110 110 85 85 0 0 0.1 0.1 0.75 0.75 3 3 2 2 3 3 0.7 0.7 1 1 1 1 4 4 2 2 6 6 0 0 0.3 0.3 1 1
42 choice4 1 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 1.3795612 1.3795612 0.8277367 0.8277367 0.96569282 0.96569282 75 75 300 300 350 350 4 4 6 6 2.5 2.5 110 110 140 140 85 85 0.4 0.4 0.75 0.75 0.25 0.25 2 2 3 3 1 1 1 1 1 1 1 1 4 4 6 6 8 8 0.3 0.3 0.7 0.7 1 1
43 choice1 0 1 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 4.1753448 4.1753448 4.8177056 4.8177056 5.1388859 5.1388859 75 75 300 300 350 350 6 6 2.5 2.5 4 4 110 110 140 140 85 85 0.4 0.4 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 8 8 2 2 4 4 0.7 0.7 0.1 0.1 1 1
44 choice5 0 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.5346277 3.5346277 3.7871011 3.7871011 2.7772075 2.7772075 200 200 75 75 350 350 4 4 6 6 2.5 2.5 100 100 85 85 110 110 0 0 0.4 0.4 0.25 0.25 2 2 3 3 1 1 1 1 1 1 1 1 1 1 4 4 8 8 0 0 0.1 0.1 1 1
45 choice3 1 0 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.5787111 3.5787111 4.0899555 4.0899555 2.8118444 2.8118444 200 200 300 300 350 350 2.5 2.5 4 4 6 6 85 85 85 85 95 95 0 0 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 1 1 2 2 4 4 0 0 0.7 0.7 1 1
46 choice5 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.0674666 3.0674666 3.8343333 3.8343333 4.0899555 4.0899555 200 200 300 300 350 350 6 6 2.5 2.5 4 4 65 65 140 140 85 85 0 0 0.6 0.6 1 1 0 0 1 1 2 2 1 1 1 1 1 1 8 8 6 6 8 8 0 0 0.3 0.3 1 1
47 choice6 1 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 2.8906233 2.8906233 3.2118037 3.2118037 1.9270822 1.9270822 300 300 250 250 300 300 6 6 2.5 2.5 4 4 110 110 140 140 85 85 0.25 0.25 0.6 0.6 1 1 3 3 3 3 2 2 1 1 1 1 1 1 6 6 8 8 2 2 0.1 0.1 0.3 0.3 1 1
48 choice4 1 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 4.0899555 4.0899555 2.8118444 2.8118444 3.3230888 3.3230888 300 300 250 250 300 300 4 4 6 6 2.5 2.5 110 110 140 140 85 85 0.25 0.25 0.6 0.6 1 1 3 3 3 3 2 2 1 1 1 1 1 1 8 8 2 2 4 4 0.3 0.3 0.7 0.7 1 1
49 choice5 0 1 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.3455777 4.3455777 2.8118444 2.8118444 3.3230888 3.3230888 75 75 250 250 400 400 2.5 2.5 4 4 6 6 85 85 140 140 85 85 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 1 1 1 1 1 1 8 8 8 8 2 2 0 0 0.7 0.7 0.1 0.1
50 choice5 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 2.9778108 2.9778108 1.4889054 1.4889054 2.2333581 2.2333581 75 75 250 250 250 250 6 6 2.5 2.5 4 4 55 55 95 95 140 140 0 0 0.25 0.25 1 1 1 1 2 2 3 3 1 1 1 1 1 1 2 2 8 8 4 4 0 0 0.1 0.1 1 1
51 choice3 0 1 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.9704144 3.9704144 4.963018 4.963018 2.9778108 2.9778108 125 125 250 250 300 300 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 4 4 6 6 8 8 0 0 0.3 0.3 1 1
52 choice3 0 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 5.554415 5.554415 5.8068884 5.8068884 4.2920479 4.2920479 125 125 300 300 250 250 6 6 2.5 2.5 4 4 100 100 85 85 95 95 0 0 0.4 0.4 0.75 0.75 3 3 3 3 2 2 0.7 0.7 1 1 1 1 4 4 4 4 6 6 0 0 0.7 0.7 0.1 0.1
53 choice1 1 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.2920479 4.2920479 2.7772075 2.7772075 3.2821543 3.2821543 200 200 75 75 300 300 6 6 2.5 2.5 4 4 100 100 85 85 95 95 0 0 0.25 0.25 0.6 0.6 1 1 2 2 3 3 0.7 0.7 0.7 0.7 1 1 4 4 8 8 2 2 0 0 0.3 0.3 0.7 0.7
54 choice2 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 3.8541644 3.8541644 4.8177056 4.8177056 5.1388859 5.1388859 75 75 400 400 250 250 2.5 2.5 4 4 6 6 85 85 85 85 95 95 0 0 0.75 0.75 0.25 0.25 3 3 3 3 2 2 1 1 1 1 1 1 8 8 2 2 4 4 0 0 0.3 0.3 1 1
55 choice2 1 0 0 sportcar regcar sportcar truck sportcar sportuv cng cng electric electric gasoline gasoline 3.7871011 3.7871011 4.0395745 4.0395745 2.7772075 2.7772075 300 300 250 250 300 300 4 4 6 6 2.5 2.5 85 85 95 95 110 110 0.6 0.6 0.25 0.25 0.5 0.5 2 2 0 0 3 3 0.7 0.7 1 1 1 1 2 2 4 4 6 6 0.3 0.3 0.7 0.7 1 1
56 choice5 1 0 0 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 8.4371306 8.4371306 5.4593198 5.4593198 6.4519234 6.4519234 75 75 250 250 400 400 2.5 2.5 4 4 6 6 85 85 140 140 85 85 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 1 1 1 1 1 1 8 8 8 8 2 2 0 0 0.7 0.7 0.1 0.1
57 choice3 1 1 1 van regcar van stwagon van truck methanol methanol cng cng electric electric 1.2781111 1.2781111 1.2781111 1.2781111 0.76686666 0.76686666 125 125 300 300 250 250 2.5 2.5 4 4 6 6 55 55 95 95 110 110 0 0 0.6 0.6 0.25 0.25 3 3 3 3 2 2 0.7 0.7 0.7 0.7 1 1 1 1 2 2 4 4 0 0 0.7 0.7 0.1 0.1
58 choice3 0 1 0 van regcar van stwagon van truck cng cng electric electric gasoline gasoline 3.3230888 3.3230888 3.8343333 3.8343333 4.0899555 4.0899555 300 300 250 250 300 300 4 4 6 6 2.5 2.5 140 140 85 85 95 95 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 2 2 4 4 6 6 0.3 0.3 0.7 0.7 1 1
59 choice6 0 1 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.8627713 3.8627713 4.1386835 4.1386835 3.0350346 3.0350346 125 125 300 300 300 300 4 4 6 6 2.5 2.5 85 85 140 140 95 95 0 0 0.4 0.4 0.25 0.25 2 2 3 3 1 1 0.7 0.7 0.7 0.7 1 1 8 8 2 2 6 6 0 0 0.1 0.1 1 1
60 choice3 1 1 1 van regcar van stwagon van truck methanol methanol cng cng electric electric 2.5247341 2.5247341 2.5247341 2.5247341 1.5148404 1.5148404 200 200 75 75 300 300 2.5 2.5 4 4 6 6 65 65 110 110 140 140 0 0 0.6 0.6 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 4 4 6 6 8 8 0 0 0.1 0.1 0.3 0.3
61 choice1 0 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 1.9852072 1.9852072 2.2333581 2.2333581 1.4889054 1.4889054 125 125 300 300 300 300 6 6 2.5 2.5 4 4 65 65 110 110 85 85 0 0 0.6 0.6 0.5 0.5 3 3 1 1 2 2 1 1 0.7 0.7 1 1 4 4 4 4 8 8 0 0 0.7 0.7 1 1
62 choice4 1 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 1.1036489 1.1036489 1.241605 1.241605 1.3795612 1.3795612 125 125 300 300 250 250 6 6 2.5 2.5 4 4 55 55 95 95 110 110 0 0 0.6 0.6 0.25 0.25 1 1 2 2 0 0 0.7 0.7 1 1 1 1 8 8 4 4 6 6 0 0 0.7 0.7 0.1 0.1
63 choice6 1 1 0 truck van truck stwagon truck regcar methanol methanol cng cng gasoline gasoline 4.1386835 4.1386835 4.4145957 4.4145957 3.586859 3.586859 125 125 300 300 300 300 2.5 2.5 4 4 6 6 55 55 95 95 140 140 0 0 0.1 0.1 0.75 0.75 3 3 1 1 2 2 0.7 0.7 1 1 1 1 8 8 8 8 4 4 0 0 0.1 0.1 1 1
64 choice5 1 0 0 regcar truck regcar van regcar stwagon cng cng electric electric gasoline gasoline 4.690508 4.690508 5.2423324 5.2423324 5.7941569 5.7941569 75 75 300 300 350 350 2.5 2.5 4 4 6 6 85 85 95 95 110 110 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 1 1 1 1 1 1 2 2 4 4 6 6 0.1 0.1 0.3 0.3 1 1
65 choice5 1 0 0 truck regcar truck van truck stwagon methanol methanol cng cng electric electric 4.4965252 4.4965252 4.8177056 4.8177056 5.1388859 5.1388859 200 200 75 75 300 300 4 4 6 6 2.5 2.5 100 100 85 85 95 95 0 0 0.25 0.25 0.6 0.6 2 2 3 3 3 3 1 1 1 1 1 1 1 1 4 4 6 6 0 0 0.7 0.7 0.1 0.1
66 choice3 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 4.690508 4.690508 3.586859 3.586859 4.1386835 4.1386835 125 125 250 250 300 300 2.5 2.5 4 4 6 6 65 65 140 140 85 85 0 0 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 2 2 6 6 8 8 0 0 0.3 0.3 1 1
67 choice6 1 1 0 van regcar van stwagon van truck methanol methanol cng cng electric electric 6.6218936 6.6218936 4.690508 4.690508 5.2423324 5.2423324 125 125 300 300 250 250 4 4 6 6 2.5 2.5 100 100 85 85 95 95 0 0 0.4 0.4 0.75 0.75 3 3 3 3 2 2 1 1 1 1 1 1 8 8 6 6 8 8 0 0 0.3 0.3 0.7 0.7
68 choice6 0 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.7871011 3.7871011 4.0395745 4.0395745 3.2821543 3.2821543 125 125 300 300 300 300 2.5 2.5 4 4 6 6 55 55 95 95 140 140 0 0 0.1 0.1 0.75 0.75 3 3 2 2 3 3 0.7 0.7 1 1 1 1 8 8 8 8 4 4 0 0 0.1 0.1 1 1
69 choice5 0 1 0 sportuv truck sportuv sportcar sportuv regcar methanol methanol cng cng gasoline gasoline 4.2920479 4.2920479 2.7772075 2.7772075 3.7871011 3.7871011 125 125 300 300 300 300 2.5 2.5 4 4 6 6 65 65 110 110 85 85 0 0 0.6 0.6 0.5 0.5 3 3 1 1 2 2 0.7 0.7 1 1 1 1 1 1 8 8 4 4 0 0 0.1 0.1 1 1
70 choice5 1 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 5.2230137 5.2230137 5.4604234 5.4604234 4.5107845 4.5107845 200 200 75 75 350 350 6 6 2.5 2.5 4 4 85 85 140 140 95 95 0 0 0.25 0.25 1 1 2 2 3 3 3 3 0.7 0.7 0.7 0.7 1 1 2 2 8 8 4 4 0 0 0.7 0.7 1 1
71 choice5 1 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 5.554415 5.554415 5.8068884 5.8068884 4.2920479 4.2920479 200 200 75 75 300 300 4 4 6 6 2.5 2.5 55 55 95 95 110 110 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 1 1 1 1 1 1 2 2 4 4 6 6 0 0 0.7 0.7 0.1 0.1
72 choice5 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 5.3671598 5.3671598 4.2490015 4.2490015 4.6962648 4.6962648 200 200 300 300 350 350 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.25 0.25 0.5 0.5 3 3 1 1 2 2 0.7 0.7 1 1 1 1 2 2 8 8 2 2 0 0 0.1 0.1 1 1
73 choice5 0 1 0 sportuv regcar sportuv truck sportuv sportcar cng cng electric electric gasoline gasoline 3.7919343 3.7919343 4.1910853 4.1910853 4.5902363 4.5902363 75 75 300 300 350 350 6 6 2.5 2.5 4 4 110 110 140 140 85 85 0.4 0.4 0.75 0.75 0.25 0.25 3 3 3 3 2 2 0.7 0.7 1 1 1 1 8 8 2 2 4 4 0.7 0.7 0.1 0.1 1 1
74 choice6 1 0 0 truck van truck stwagon truck regcar methanol methanol cng cng gasoline gasoline 3.8343333 3.8343333 4.0899555 4.0899555 3.3230888 3.3230888 125 125 300 300 300 300 4 4 6 6 2.5 2.5 65 65 110 110 85 85 0 0 0.6 0.6 0.5 0.5 3 3 2 2 3 3 0.7 0.7 0.7 0.7 1 1 2 2 2 2 6 6 0 0 0.1 0.1 1 1
75 choice1 0 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 3.0350346 3.0350346 3.586859 3.586859 4.1386835 4.1386835 75 75 300 300 350 350 4 4 6 6 2.5 2.5 95 95 110 110 140 140 0.25 0.25 0.6 0.6 1 1 2 2 3 3 1 1 1 1 1 1 1 1 4 4 6 6 8 8 0.3 0.3 0.7 0.7 1 1
76 choice5 1 1 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 4.4965252 4.4965252 5.1388859 5.1388859 3.5329841 3.5329841 125 125 250 250 300 300 4 4 6 6 2.5 2.5 85 85 85 85 95 95 0 0 0.25 0.25 0.5 0.5 3 3 2 2 3 3 1 1 1 1 1 1 2 2 8 8 2 2 0 0 0.7 0.7 1 1
77 choice5 1 0 0 sportcar truck sportcar sportuv sportcar regcar methanol methanol cng cng gasoline gasoline 5.9352428 5.9352428 6.6474719 6.6474719 8.3093399 8.3093399 125 125 300 300 300 300 4 4 6 6 2.5 2.5 100 100 85 85 110 110 0 0 0.25 0.25 1 1 0 0 1 1 2 2 0.7 0.7 0.7 0.7 1 1 1 1 2 2 6 6 0 0 0.1 0.1 1 1
78 choice3 1 0 1 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 10.91864 10.91864 8.4371306 8.4371306 9.4297342 9.4297342 200 200 300 300 350 350 4 4 6 6 2.5 2.5 55 55 110 110 140 140 0 0 0.75 0.75 0.25 0.25 3 3 3 3 2 2 1 1 1 1 1 1 4 4 4 4 6 6 0 0 0.3 0.3 1 1
79 choice1 1 1 1 van regcar van stwagon van truck methanol methanol cng cng electric electric 6.0593618 6.0593618 4.2920479 4.2920479 4.7969948 4.7969948 125 125 300 300 250 250 6 6 2.5 2.5 4 4 85 85 140 140 85 85 0 0 0.25 0.25 0.6 0.6 2 2 3 3 3 3 0.7 0.7 1 1 1 1 1 1 4 4 6 6 0 0 0.7 0.7 0.1 0.1
80 choice5 1 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 3.0296809 3.0296809 3.2821543 3.2821543 3.7871011 3.7871011 200 200 75 75 300 300 6 6 2.5 2.5 4 4 55 55 95 95 110 110 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 0.7 0.7 0.7 0.7 1 1 8 8 8 8 2 2 0 0 0.3 0.3 0.7 0.7
81 choice5 0 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 3.5787111 3.5787111 3.8343333 3.8343333 2.8118444 2.8118444 125 125 300 300 300 300 4 4 6 6 2.5 2.5 85 85 140 140 95 95 0 0 0.4 0.4 0.25 0.25 2 2 3 3 1 1 0.7 0.7 0.7 0.7 1 1 8 8 2 2 6 6 0 0 0.1 0.1 1 1
82 choice5 1 0 1 truck stwagon truck regcar truck van methanol methanol electric electric gasoline gasoline 3.8541644 3.8541644 4.8177056 4.8177056 5.1388859 5.1388859 200 200 300 300 350 350 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.25 0.25 0.5 0.5 3 3 1 1 2 2 0.7 0.7 1 1 1 1 4 4 2 2 4 4 0 0 0.7 0.7 1 1
83 choice5 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 6.0700691 6.0700691 6.3459814 6.3459814 5.2423324 5.2423324 75 75 250 250 250 250 6 6 2.5 2.5 4 4 65 65 110 110 85 85 0 0 0.4 0.4 0.25 0.25 3 3 3 3 2 2 1 1 1 1 1 1 4 4 8 8 4 4 0 0 0.1 0.1 1 1
84 choice5 1 0 0 regcar van regcar stwagon regcar truck methanol methanol cng cng gasoline gasoline 5.4600663 5.4600663 6.102427 6.102427 7.3871485 7.3871485 125 125 300 300 300 300 6 6 2.5 2.5 4 4 55 55 95 95 140 140 0 0 0.1 0.1 0.75 0.75 3 3 1 1 2 2 1 1 0.7 0.7 1 1 2 2 4 4 8 8 0 0 0.7 0.7 1 1
85 choice5 1 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 3.0350346 3.0350346 3.586859 3.586859 4.1386835 4.1386835 75 75 300 300 350 350 4 4 6 6 2.5 2.5 110 110 140 140 85 85 0.4 0.4 0.75 0.75 0.25 0.25 2 2 3 3 1 1 0.7 0.7 1 1 1 1 6 6 8 8 2 2 0.3 0.3 0.7 0.7 1 1
86 choice4 1 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 8.0791491 8.0791491 8.8365693 8.8365693 6.3118352 6.3118352 75 75 300 300 350 350 6 6 2.5 2.5 4 4 95 95 110 110 140 140 0.25 0.25 0.6 0.6 1 1 3 3 3 3 2 2 0.7 0.7 1 1 1 1 8 8 2 2 4 4 0.7 0.7 0.1 0.1 1 1
87 choice4 1 1 1 truck stwagon truck regcar truck van methanol methanol electric electric gasoline gasoline 5.554415 5.554415 4.2920479 4.2920479 4.7969948 4.7969948 75 75 400 400 250 250 2.5 2.5 4 4 6 6 100 100 95 95 110 110 0 0 0.6 0.6 1 1 2 2 3 3 3 3 1 1 1 1 1 1 4 4 8 8 2 2 0 0 0.3 0.3 1 1
88 choice4 0 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 5.4600663 5.4600663 4.1753448 4.1753448 4.8177056 4.8177056 125 125 250 250 300 300 2.5 2.5 4 4 6 6 85 85 85 85 95 95 0 0 0.25 0.25 0.5 0.5 3 3 2 2 3 3 0.7 0.7 1 1 1 1 8 8 4 4 6 6 0 0 0.3 0.3 1 1
89 choice5 1 0 0 van regcar van stwagon van truck cng cng electric electric gasoline gasoline 4.8177056 4.8177056 5.1388859 5.1388859 3.5329841 3.5329841 300 300 250 250 300 300 6 6 2.5 2.5 4 4 110 110 140 140 85 85 0.25 0.25 0.6 0.6 1 1 3 3 3 3 2 2 1 1 1 1 1 1 6 6 8 8 2 2 0.1 0.1 0.3 0.3 1 1
90 choice3 1 1 0 van regcar van stwagon van truck cng cng electric electric gasoline gasoline 5.2423324 5.2423324 5.7941569 5.7941569 6.3459814 6.3459814 75 75 300 300 350 350 4 4 6 6 2.5 2.5 85 85 95 95 110 110 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 1 1 1 1 1 1 4 4 6 6 8 8 0.3 0.3 0.7 0.7 1 1
91 choice6 1 1 0 van regcar van stwagon van truck cng cng electric electric gasoline gasoline 5.4604234 5.4604234 4.0359651 4.0359651 4.5107845 4.5107845 75 75 300 300 350 350 6 6 2.5 2.5 4 4 85 85 95 95 110 110 0.1 0.1 0.4 0.4 0.75 0.75 2 2 3 3 3 3 0.7 0.7 1 1 1 1 8 8 2 2 4 4 0.7 0.7 0.1 0.1 1 1
92 choice5 1 0 0 regcar stwagon regcar truck regcar van methanol methanol electric electric gasoline gasoline 5.2423324 5.2423324 6.3459814 6.3459814 4.690508 4.690508 200 200 300 300 350 350 4 4 6 6 2.5 2.5 100 100 95 95 110 110 0 0 0.25 0.25 0.5 0.5 3 3 2 2 3 3 1 1 1 1 1 1 8 8 4 4 6 6 0 0 0.3 0.3 1 1
93 choice4 0 1 1 sportuv truck sportuv sportcar sportuv regcar methanol methanol cng cng gasoline gasoline 1.9313856 1.9313856 1.9313856 1.9313856 2.7591223 2.7591223 75 75 250 250 250 250 6 6 2.5 2.5 4 4 85 85 140 140 95 95 0 0 0.6 0.6 0.5 0.5 3 3 2 2 3 3 1 1 0.7 0.7 1 1 2 2 2 2 6 6 0 0 0.1 0.1 1 1
94 choice5 0 0 1 regcar truck regcar van regcar stwagon methanol methanol cng cng electric electric 4.8177056 4.8177056 5.1388859 5.1388859 3.5329841 3.5329841 200 200 75 75 300 300 4 4 6 6 2.5 2.5 55 55 95 95 110 110 0 0 0.1 0.1 0.4 0.4 3 3 2 2 3 3 1 1 1 1 1 1 2 2 4 4 6 6 0 0 0.7 0.7 0.1 0.1
95 choice4 0 0 0 truck regcar truck van truck stwagon cng cng electric electric gasoline gasoline 1.9313856 1.9313856 2.4832101 2.4832101 2.7591223 2.7591223 300 300 250 250 300 300 4 4 6 6 2.5 2.5 85 85 95 95 110 110 0.6 0.6 0.25 0.25 0.5 0.5 3 3 2 2 3 3 1 1 1 1 1 1 8 8 2 2 4 4 0.3 0.3 0.7 0.7 1 1
96 choice3 1 0 1 regcar van regcar stwagon regcar truck methanol methanol cng cn
