cars.arff

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StatLib/nominal/cars.arff
StatLib
public
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2009-11-10 12:53:46
Description

There are 406 observations on the following 8 variables: MPG (miles per gallon), # cylinders, engine displacement (cu. inches), horsepower, vehicle weight (lbs.), time to accelerate from O to 60 mph (sec.), model year (modulo 100), and origin of car. These data appear on seven pages. Also provided are the car labels (types) in the same order as the 8 variables on seven separate pages.
File contents

% The Committee on Statistical Graphics of the American Statistical
% Association (ASA) invites you to participate in its Second (1983)
% Exposition of Statistical Graphics Technology. The purposes of the
% Exposition are (l) to provide a forum in which users and providers of
% statistical graphics technology can exchange information and ideas and
% (2) to expose those members of the ASA community who are less familiar
% with statistical graphics to its capabilities and potential benefits
% to them. The Exposition wil1 be held in conjunction with the Annual
% Meetings in Toronto, August 15-18, 1983 and is tentatively scheduled
% for the afternoon of Wednesday, August 17.
% 
% Seven providers of statistical graphics technology participated in the
% l982 Exposition. By all accounts, the Exposition was well received by
% the ASA community and was a worthwhile experience for the
% participants. We hope to have those seven involved again this year,
% along with as many new participants as we can muster. The 1982
% Exposition was summarized in a paper to appear in the Proceeding of
% the Statistical Computing Section. A copy of that paper is enclosed
% for your information.
% 
% The basic format of the 1983 Exposition will be similar to that of
% 1982. However, based upon comments received and experience gained,
% there are some changes. The basic structure, intended to be simpler
% and more flexible than last year, is as follows:
% 
% A fixed data set is to be analyzed. This data set is a version of the
% CRCARS data set of
% 
%     Donoho, David and Ramos, Ernesto (1982), ``PRIMDATA:
%       Data Sets for Use With PRIM-H'' (DRAFT).
% 
% Because of the Committee's limited (zero) budget for the Exposition,
% we are forced to provide the data in hardcopy form only (enclosed).
% (Sorry!)
% 
% There are 406 observations on the following 8 variables: MPG (miles
% per gallon), # cylinders, engine displacement (cu. inches), horsepower,
% vehicle weight (lbs.), time to accelerate from O to 60 mph (sec.),
% model year (modulo 100), and origin of car (1. American, 2. European,
% 3. Japanese). These data appear on seven pages. Also provided are the
% car labels (types) in the same order as the 8 variables on seven
% separate pages. Missing data values are marked by series of question
% marks.
% 
% You are asked to analyze these data using your statistical graphics
% software. Your objective should be to achieve graphical displays which
% will be meaningful to the viewers and highlight relevant aspects of
% the data. If you can best achieve this using simple graphical formats,
% fine. If you choose to illustrate some of the more sophisticated
% capabilities of your software and can do so without losing relevancy
% to the data, that is fine, too. This year, there will be no Committee
% commentary on the individual presentations, so you are not competing
% with other presenters. The role of each presenter is to do his/her
% best job of presenting their statistical graphics technology to the
% viewers.
% 
% Each participant will be provided with a 6'(long) by 4'(tall)
% posterboard on which to display the results of their analyses. This is
% the same format as last year. You are encouraged to remain by your
% presentation during the Exposition to answer viewers' questions. Three
% copies of your presentation must be submitted to me by July 1. Movie
% or slide show presentations cannot be accommodated (sorry). The
% Committee will prepare its own poster presentation which will orient
% the viewers to the data and the purposes of the Exposition.
% 
% The ASA has asked us to remind all participants that the Exposition is
% intended for educational and scientific purposes and is not a
% marketing activity. Even though last year's participants did an
% excellent job of maintaining that distinction, a cautionary note at
% this point is appropriate.
% 
% Those of us who were involved with the 1982 Exposition found it
% worthwhile and fun to do. We would very much like to have you
% participate this year. For planning purposes, please RSVP (to me, in
% writing please) by April 15 as to whether you plan to accept the
% Committee's invitation.
% 
% If you have any questions about the Exposition, please call me on
% (301/763-5350). If you have specific questions about the data, or the
% analysis, please call Karen Kafadar on (301/921-3651). If you cannot
% participate but know of another person or group in your organization
% who can, please pass this invitation along to them.
% 
% Sincerely,
% 
%  
% 
% LAWRENCE H. COX
% Statistical Research Division
% Bureau of the Census
% Room 3524-3
% Washington, DC 20233
% 
%                
%
%
% Information about the dataset
% CLASSTYPE: nominal
% CLASSINDEX: last
%

@relation cars

@attribute mpg REAL
@attribute cylinders {3,4,5,6,8}
@attribute displacement REAL
@attribute horsepower REAL
@attribute weight INTEGER
@attribute acceleration REAL
@attribute model.year INTEGER
@attribute origin {1,2,3}

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24.5,4,151.0,88.00,2740,16.0,77,1
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25.5,4,140.0,89.00,2755,15.8,77,1
30.5,4,98.00,63.00,2051,17.0,77,1
33.5,4,98.00,83.00,2075,15.9,77,1
30.0,4,97.00,67.00,1985,16.4,77,3
30.5,4,97.00,78.00,2190,14.1,77,2
22.0,6,146.0,97.00,2815,14.5,77,3
21.5,4,121.0,110.0,2600,12.8,77,2
21.5,3,80.00,110.0,2720,13.5,77,3
43.1,4,90.00,48.00,1985,21.5,78,2
36.1,4,98.00,66.00,1800,14.4,78,1
32.8,4,78.00,52.00,1985,19.4,78,3
39.4,4,85.00,70.00,2070,18.6,78,3
36.1,4,91.00,60.00,1800,16.4,78,3
19.9,8,260.0,110.0,3365,15.5,78,1
19.4,8,318.0,140.0,3735,13.2,78,1
20.2,8,302.0,139.0,3570,12.8,78,1
19.2,6,231.0,105.0,3535,19.2,78,1
20.5,6,200.0,95.00,3155,18.2,78,1
20.2,6,200.0,85.00,2965,15.8,78,1
25.1,4,140.0,88.00,2720,15.4,78,1
20.5,6,225.0,100.0,3430,17.2,78,1
19.4,6,232.0,90.00,3210,17.2,78,1
20.6,6,231.0,105.0,3380,15.8,78,1
20.8,6,200.0,85.00,3070,16.7,78,1
18.6,6,225.0,110.0,3620,18.7,78,1
18.1,6,258.0,120.0,3410,15.1,78,1
19.2,8,305.0,145.0,3425,13.2,78,1
17.7,6,231.0,165.0,3445,13.4,78,1
18.1,8,302.0,139.0,3205,11.2,78,1
17.5,8,318.0,140.0,4080,13.7,78,1
30.0,4,98.00,68.00,2155,16.5,78,1
27.5,4,134.0,95.00,2560,14.2,78,3
27.2,4,119.0,97.00,2300,14.7,78,3
30.9,4,105.0,75.00,2230,14.5,78,1
21.1,4,134.0,95.00,2515,14.8,78,3
23.2,4,156.0,105.0,2745,16.7,78,1
23.8,4,151.0,85.00,2855,17.6,78,1
23.9,4,119.0,97.00,2405,14.9,78,3
20.3,5,131.0,103.0,2830,15.9,78,2
17.0,6,163.0,125.0,3140,13.6,78,2
21.6,4,121.0,115.0,2795,15.7,78,2
16.2,6,163.0,133.0,3410,15.8,78,2
31.5,4,89.00,71.00,1990,14.9,78,2
29.5,4,98.00,68.00,2135,16.6,78,3
21.5,6,231.0,115.0,3245,15.4,79,1
19.8,6,200.0,85.00,2990,18.2,79,1
22.3,4,140.0,88.00,2890,17.3,79,1
20.2,6,232.0,90.00,3265,18.2,79,1
20.6,6,225.0,110.0,3360,16.6,79,1
17.0,8,305.0,130.0,3840,15.4,79,1
17.6,8,302.0,129.0,3725,13.4,79,1
16.5,8,351.0,138.0,3955,13.2,79,1
18.2,8,318.0,135.0,3830,15.2,79,1
16.9,8,350.0,155.0,4360,14.9,79,1
15.5,8,351.0,142.0,4054,14.3,79,1
19.2,8,267.0,125.0,3605,15.0,79,1
18.5,8,360.0,150.0,3940,13.0,79,1
31.9,4,89.00,71.00,1925,14.0,79,2
34.1,4,86.00,65.00,1975,15.2,79,3
35.7,4,98.00,80.00,1915,14.4,79,1
27.4,4,121.0,80.00,2670,15.0,79,1
25.4,5,183.0,77.00,3530,20.1,79,2
23.0,8,350.0,125.0,3900,17.4,79,1
27.2,4,141.0,71.00,3190,24.8,79,2
23.9,8,260.0,90.00,3420,22.2,79,1
34.2,4,105.0,70.00,2200,13.2,79,1
34.5,4,105.0,70.00,2150,14.9,79,1
31.8,4,85.00,65.00,2020,19.2,79,3
37.3,4,91.00,69.00,2130,14.7,79,2
28.4,4,151.0,90.00,2670,16.0,79,1
28.8,6,173.0,115.0,2595,11.3,79,1
26.8,6,173.0,115.0,2700,12.9,79,1
33.5,4,151.0,90.00,2556,13.2,79,1
41.5,4,98.00,76.00,2144,14.7,80,2
38.1,4,89.00,60.00,1968,18.8,80,3
32.1,4,98.00,70.00,2120,15.5,80,1
37.2,4,86.00,65.00,2019,16.4,80,3
28.0,4,151.0,90.00,2678,16.5,80,1
26.4,4,140.0,88.00,2870,18.1,80,1
24.3,4,151.0,90.00,3003,20.1,80,1
19.1,6,225.0,90.00,3381,18.7,80,1
34.3,4,97.00,78.00,2188,15.8,80,2
29.8,4,134.0,90.00,2711,15.5,80,3
31.3,4,120.0,75.00,2542,17.5,80,3
37.0,4,119.0,92.00,2434,15.0,80,3
32.2,4,108.0,75.00,2265,15.2,80,3
46.6,4,86.00,65.00,2110,17.9,80,3
27.9,4,156.0,105.0,2800,14.4,80,1
40.8,4,85.00,65.00,2110,19.2,80,3
44.3,4,90.00,48.00,2085,21.7,80,2
43.4,4,90.00,48.00,2335,23.7,80,2
36.4,5,121.0,67.00,2950,19.9,80,2
30.0,4,146.0,67.00,3250,21.8,80,2
44.6,4,91.00,67.00,1850,13.8,80,3
40.9,4,85.00,?,1835,17.3,80,2
33.8,4,97.00,67.00,2145,18.0,80,3
29.8,4,89.00,62.00,1845,15.3,80,2
32.7,6,168.0,132.0,2910,11.4,80,3
23.7,3,70.00,100.0,2420,12.5,80,3
35.0,4,122.0,88.00,2500,15.1,80,2
23.6,4,140.0,?,2905,14.3,80,1
32.4,4,107.0,72.00,2290,17.0,80,3
27.2,4,135.0,84.00,2490,15.7,81,1
26.6,4,151.0,84.00,2635,16.4,81,1
25.8,4,156.0,92.00,2620,14.4,81,1
23.5,6,173.0,110.0,2725,12.6,81,1
30.0,4,135.0,84.00,2385,12.9,81,1
39.1,4,79.00,58.00,1755,16.9,81,3
39.0,4,86.00,64.00,1875,16.4,81,1
35.1,4,81.00,60.00,1760,16.1,81,3
32.3,4,97.00,67.00,2065,17.8,81,3
37.0,4,85.00,65.00,1975,19.4,81,3
37.7,4,89.00,62.00,2050,17.3,81,3
34.1,4,91.00,68.00,1985,16.0,81,3
34.7,4,105.0,63.00,2215,14.9,81,1
34.4,4,98.00,65.00,2045,16.2,81,1
29.9,4,98.00,65.00,2380,20.7,81,1
33.0,4,105.0,74.00,2190,14.2,81,2
34.5,4,100.0,?,2320,15.8,81,2
33.7,4,107.0,75.00,2210,14.4,81,3
32.4,4,108.0,75.00,2350,16.8,81,3
32.9,4,119.0,100.0,2615,14.8,81,3
31.6,4,120.0,74.00,2635,18.3,81,3
28.1,4,141.0,80.00,3230,20.4,81,2
?,4,121.0,110.0,2800,15.4,81,2
30.7,6,145.0,76.00,3160,19.6,81,2
25.4,6,168.0,116.0,2900,12.6,81,3
24.2,6,146.0,120.0,2930,13.8,81,3
22.4,6,231.0,110.0,3415,15.8,81,1
26.6,8,350.0,105.0,3725,19.0,81,1
20.2,6,200.0,88.00,3060,17.1,81,1
17.6,6,225.0,85.00,3465,16.6,81,1
28.0,4,112.0,88.00,2605,19.6,82,1
27.0,4,112.0,88.00,2640,18.6,82,1
34.0,4,112.0,88.00,2395,18.0,82,1
31.0,4,112.0,85.00,2575,16.2,82,1
29.0,4,135.0,84.00,2525,16.0,82,1
27.0,4,151.0,90.00,2735,18.0,82,1
24.0,4,140.0,92.00,2865,16.4,82,1
23.0,4,151.0,?,3035,20.5,82,1
36.0,4,105.0,74.00,1980,15.3,82,2
37.0,4,91.00,68.00,2025,18.2,82,3
31.0,4,91.00,68.00,1970,17.6,82,3
38.0,4,105.0,63.00,2125,14.7,82,1
36.0,4,98.00,70.00,2125,17.3,82,1
36.0,4,120.0,88.00,2160,14.5,82,3
36.0,4,107.0,75.00,2205,14.5,82,3
34.0,4,108.0,70.00,2245,16.9,82,3
38.0,4,91.00,67.00,1965,15.0,82,3
32.0,4,91.00,67.00,1965,15.7,82,3
38.0,4,91.00,67.00,1995,16.2,82,3
25.0,6,181.0,110.0,2945,16.4,82,1
38.0,6,262.0,85.00,3015,17.0,82,1
26.0,4,156.0,92.00,2585,14.5,82,1
22.0,6,232.0,112.0,2835,14.7,82,1
32.0,4,144.0,96.00,2665,13.9,82,3
36.0,4,135.0,84.00,2370,13.0,82,1
27.0,4,151.0,90.00,2950,17.3,82,1
27.0,4,140.0,86.00,2790,15.6,82,1
44.0,4,97.00,52.00,2130,24.6,82,2
32.0,4,135.0,84.00,2295,11.6,82,1
28.0,4,120.0,79.00,2625,18.6,82,1
31.0,4,119.0,82.00,2720,19.4,82,1

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