% The data are a subsample of 500 observations from a data set
% that originate in a study where air pollution at a road is
% related to traffic volume and meteorological variables,
% collected by the Norwegian Public Roads Administration. The
% response variable (column 1) consist of hourly values of the
% logarithm of the concentration of NO2 (particles), measured at
% Alnabru in Oslo, Norway, between October 2001 and August 2003.
% The predictor variables (columns 2 to 8) are the logarithm of
% the number of cars per hour, temperature $2$ meter above ground
% (degree C), wind speed (meters/second), the temperature
% difference between $25$ and $2$ meters above ground (degree C),
% wind direction (degrees between 0 and 360), hour of day and day
% number from October 1. 2001. Submitted by Magne Aldrin
% (magne.aldrin@nr.no). [28/Jul/04] (19kbytes)
% 
% Note: description of data is from this website
%       http://lib.stat.cmu.edu/datasets/
% 
% 
% Information about the dataset
% CLASSTYPE: numeric
% CLASSINDEX: none specific
% 
@relation no2
@attribute no2_concentration numeric
@attribute cars_per_hour numeric
@attribute temperature_at_2m numeric
@attribute wind_speed numeric
@attribute temperature_diff_2m_25m numeric
@attribute wind_direction numeric
@attribute hour_of_day numeric
@attribute day numeric

@data
3.71844,7.6912,9.2,4.8,-0.1,74,20,600
3.10009,7.69894,6.4,3.5,-0.3,56,14,196
3.31419,4.81218,-3.7,0.9,-0.1,281,4,513
4.38826,6.95177,-7.2,1.7,1.2,74,23,143
4.3464,7.51806,-1.3,2.6,-0.1,65,11,115
4.16044,7.67183,2.6,1.6,0.3,224,19,527
4.01277,5.52545,-7.9,1.6,0.3,211,5,502
2.15176,4.68213,-4.1,3.8,-0.1,63,4,453
3.157,7.15618,-12.7,5.2,-0.1,64,12,462
2.37955,4.74493,-1.6,3.0,0.4,58,3,554
3.83298,5.81114,-3.1,1.8,0.3,78,2,55
4.48187,8.10892,1.0,1.2,1.5,215,18,47
4.0483,8.31385,12.2,4.0,-2.8,230,17,572
4.00186,5.22036,-1.5,2.4,0.9,82,5,556
3.2308,6.40853,-0.9,3.0,0.1,235,1,69
4.67189,7.3192,-8.5,0.8,2.9,282,20,447
2.73437,6.6174,6.5,4.1,0.0,88,24,186
3.49651,7.76938,4.2,7.1,-1.1,9,10,550
3.67122,6.4677,-1.1,2.5,1.0,277,6,142
3.67377,7.65064,0.8,3.4,-0.4,70,12,167
3.15274,7.75061,8.2,4.5,0.2,307,14,32
3.42751,5.18178,0.2,0.4,0.2,230,5,112
4.32413,7.63964,-2.1,4.3,-0.2,41,11,432
3.65584,8.00703,-2.8,6.0,-0.2,62,15,453
3.93183,7.75319,-5.4,2.5,1.4,83,20,98
2.28238,4.65396,-5.7,4.9,-0.1,58,4,409
4.13035,6.67582,6.6,1.6,0.4,104,23,579
3.77963,7.79688,5.7,4.8,-1.5,223,11,178
3.97968,8.02224,13.8,0.8,-0.1,201,17,602
3.7542,7.48829,3.2,4.2,-0.6,285,12,121
3.45632,7.75148,2.1,4.9,0.2,149,19,60
2.36085,6.12468,5.3,3.2,0.0,73,1,209
4.23411,7.71244,7.5,1.8,-2.7,273,12,530
2.2192,7.56941,10.7,3.1,-0.9,56,13,189
4.53475,7.35947,-9.6,1.3,0.1,64,21,437
2.10413,7.99564,3.2,6.5,0.0,42,18,553
4.5819,8.30251,3.5,0.5,-2.2,207,8,535
4.03247,5.95584,6.7,1.1,0.6,89,5,605
3.21084,6.74052,-6.4,2.8,-0.1,77,22,84
4.04655,6.45205,-3.0,0.6,1.7,57,6,73
3.94546,6.39359,-13.4,4.4,-0.1,80,6,95
3.89182,7.16317,1.4,0.9,0.2,274,10,76
3.22287,7.643,8.5,4.3,-0.2,322,13,32
3.3569,5.93754,-2.8,2.1,-0.2,65,1,124
3.31782,7.61923,16.6,4.8,-1.1,136,14,595
3.81551,8.34854,2.7,7.7,0.1,219,17,159
3.45632,8.1274,19.1,5.1,-1.2,266,16,603
2.66723,6.83626,7.8,7.5,0.8,220,21,34
3.76815,5.27811,1.5,3.3,1.6,251,5,156
2.87356,5.68358,0.3,2.1,1.1,220,5,538
3.48431,7.76004,-7.3,0.5,-0.3,176,13,84
2.92852,6.30079,-1.6,2.0,0.1,289,7,510
3.32143,5.52146,1.1,1.0,0.2,9,5,113
4.35543,7.79811,16.1,1.7,-0.2,246,19,570
3.7329,6.14419,-7.9,1.2,0.3,56,11,86
2.70805,6.54965,1.1,2.8,0.0,66,24,59
2.4248,5.64545,0.3,7.1,-0.1,69,2,425
3.45632,6.632,4.1,3.9,0.3,212,6,106
4.26127,7.64012,5.9,2.4,2.6,249,16,48
2.57261,6.86589,-6.8,6.9,-0.1,50,10,90
3.79549,6.6896,0.3,0.6,0.7,252,21,104
4.08429,7.36771,1.8,1.7,0.7,91,22,140
5.11259,7.6256,-7.9,1.0,-0.2,188,12,443
3.37417,5.50533,3.4,6.3,0.6,186,2,475
4.13035,8.06778,3.9,2.8,-0.1,43,18,576
4.35927,7.76345,9.2,5.7,-0.9,199,14,212
4.27667,8.25713,11.0,5.5,-1.0,216,17,193
2.69463,5.57595,-3.5,4.6,-0.1,62,5,418
4.04655,7.93487,9.7,1.8,-0.6,255,15,529
3.91202,6.32972,1.5,1.6,0.5,275,24,114
3.19458,4.83628,2.0,1.7,-0.1,63,4,549
4.01998,7.78322,3.7,2.2,0.0,40,19,576
3.2068,7.67276,-7.1,1.5,-0.4,53,15,517
3.8111,8.22013,2.0,3.5,-0.2,82,8,64
3.87536,7.53155,-0.7,3.3,-0.2,179,20,522
4.43438,7.83992,1.0,6.9,-0.3,81,11,558
2.85647,5.0626,2.4,2.1,0.3,216,4,177
4.2312,8.17245,4.2,5.9,0.3,214,16,108
4.11087,8.24905,0.8,1.3,0.2,215,8,162
3.48124,6.53088,0.5,2.1,0.0,83,23,58
4.10099,8.18702,-4.0,0.9,0.9,245,16,513
3.32504,7.81682,-3.6,4.0,0.0,43,18,409
4.75014,7.62462,3.8,2.0,2.8,283,20,543
2.62467,7.23634,5.0,3.5,-0.1,62,23,196
3.99268,7.98718,-1.6,5.3,0.6,227,18,81
3.95316,7.41156,3.3,6.8,1.0,197,20,472
3.89589,7.91681,-9.1,1.6,0.6,21,14,83
5.115,7.84463,-0.1,1.0,1.8,174,18,50
2.11626,4.68213,-7.6,4.4,0.1,66,3,407
3.71113,8.21311,1.1,9.3,0.1,213,17,481
4.3399,6.1506,-0.6,1.3,1.2,337,7,146
2.00148,6.29342,5.6,4.3,0.0,98,1,211
4.2312,5.8944,-1.0,1.9,2.7,164,1,397
3.96651,6.57088,5.5,0.8,0.1,89,6,206
4.14155,8.3163,6.3,1.2,1.3,265,17,33
4.21065,7.83003,9.5,0.8,0.1,110,19,597
4.54223,8.26178,1.0,3.4,1.3,248,8,43
3.9279,5.47227,-3.8,3.6,1.9,76,6,469
2.93916,6.53088,-4.2,3.8,0.1,64,8,503
2.5177,7.0775,4.9,4.9,-0.1,229,11,126
3.39786,4.77912,-3.7,0.9,-0.1,311,2,513
3.19458,5.7462,-6.4,5.1,-0.1,82,6,118
3.82864,4.77912,-1.0,1.1,2.3,291,3,36
1.335,5.47646,-1.0,4.4,0.4,5,5,553
4.44852,7.87131,5.9,1.3,-0.1,85,9,184
3.71601,7.19519,-2.5,5.0,0.0,66,22,427
1.79176,4.89035,-4.1,6.3,-0.1,45,6,455
4.75617,7.82724,-10.1,1.7,0.6,70,7,443
3.88773,5.71043,-2.1,1.0,0.5,211,6,55
2.95491,4.80402,2.8,5.0,-0.1,80,4,186
4.31482,7.93164,14.2,8.1,-2.1,209,14,577
4.12066,8.17527,-3.9,2.8,0.3,52,16,486
3.37759,5.76205,0.1,0.4,0.2,145,2,112
3.99083,7.02909,-16.2,2.6,0.9,73,22,91
4.11087,7.62217,-3.4,2.9,1.7,213,20,81
3.01062,7.17396,-7.0,7.8,-0.1,49,11,90
4.10759,7.5475,-8.0,0.3,-0.2,289,14,95
2.54945,5.52943,-1.5,7.5,0.3,3,5,40
1.50408,5.86079,6.5,3.6,0.1,49,2,196
3.57235,7.32778,-4.9,4.6,0.3,359,21,116
4.56331,8.1778,-4.2,1.4,0.2,86,16,101
4.38577,7.73237,-5.2,0.6,0.1,91,7,74
3.44042,6.79571,-4.0,3.7,-0.2,56,11,434
1.72277,6.06146,-4.7,4.8,-0.3,44,9,406
4.29729,7.6353,9.5,1.6,-5.4,226,11,529
3.35341,7.04925,2.3,3.1,0.7,225,22,120
4.3386,7.67879,4.1,4.4,0.5,297,10,473
2.99072,6.93925,4.2,5.5,-0.4,238,9,160
4.237,6.3315,-5.1,1.6,1.0,251,8,468
4.5819,8.26256,3.8,0.7,-0.4,161,8,191
4.17285,7.91498,-3.5,1.8,0.2,222,18,520
3.56105,6.39024,2.0,0.6,1.1,177,7,139
3.16548,6.34036,-4.1,2.9,-0.1,60,8,433
4.39198,7.91206,-5.2,4.5,-0.1,76,9,120
3.01062,7.96728,9.8,2.2,0.0,44,18,189
4.40672,7.83637,8.9,0.5,-0.6,296,15,184
4.29729,8.21203,2.9,2.2,-0.1,73,17,129
2.64617,5.44674,1.6,2.9,-0.1,220,5,545
3.84588,7.66763,0.6,5.8,0.0,42,14,480
4.62399,7.59337,-7.5,3.2,-0.2,59,11,435
3.68888,6.52649,-0.3,6.1,-0.2,68,6,429
3.79098,8.31899,1.6,2.7,-0.3,209,16,523
3.96081,7.32712,9.3,4.3,-0.2,214,21,582
4.51196,7.25276,1.1,1.4,1.2,78,21,530
3.82647,7.9848,-8.8,2.1,-0.2,48,15,88
4.58802,6.64509,-6.8,1.1,0.1,145,24,444
3.02529,7.05531,11.2,3.3,2.3,302,23,604
3.66356,7.80344,4.9,2.9,0.4,189,15,133
3.48431,7.61283,20.3,4.2,-3.9,278,10,607
2.55723,7.67555,6.8,9.9,-0.2,249,15,160
4.83787,8.19589,-4.2,0.8,0.4,247,16,445
4.30271,8.13124,4.1,6.5,0.0,58,9,576
3.25424,6.92756,1.8,4.2,0.3,207,23,130
3.85862,7.52348,3.4,6.0,0.2,191,14,482
4.21656,7.0076,-3.4,1.5,1.7,76,23,44
4.08261,8.19616,-4.1,0.4,0.4,270,17,401
2.5337,4.81218,-6.4,4.7,0.4,75,7,451
3.61092,7.61431,0.9,3.9,0.1,107,19,65
3.45947,7.94058,4.3,5.6,-0.9,64,12,174
3.23475,7.4378,2.1,1.6,1.0,205,20,178
3.84802,8.01334,1.2,2.3,0.1,245,17,168
3.23868,4.54329,6.5,3.7,0.0,80,4,185
4.23555,7.97488,-1.6,3.5,0.5,34,18,480
2.87356,7.23634,1.2,4.3,0.0,64,21,404
4.41764,8.25192,0.0,3.5,-0.2,77,8,157
4.14155,7.57147,8.4,1.8,-0.9,108,13,191
3.14845,6.74993,-2.8,2.0,-0.9,231,10,504
2.4248,4.56435,-3.9,1.4,-0.1,76,4,521
4.02535,6.95559,-7.5,1.3,2.3,236,20,86
4.21656,7.5974,0.3,0.8,1.7,113,22,483
3.46574,5.88888,9.0,1.0,0.2,151,2,601
2.83321,5.64191,4.6,2.5,0.7,229,2,125
2.44235,6.4151,3.6,4.0,0.0,68,24,573
4.16667,7.85941,1.3,2.2,0.2,227,7,141
4.22244,5.86363,-0.6,0.6,1.7,142,1,79
4.60717,7.82285,3.4,2.3,0.5,8,15,44
1.62924,5.50533,1.5,4.3,0.2,156,4,62
4.3,8.19864,2.4,3.4,0.4,186,16,148
2.73437,6.12249,4.5,2.9,0.6,196,1,125
4.89933,7.98071,-11.6,3.1,0.3,78,9,444
4.07414,7.9179,2.7,2.5,0.0,212,9,131
4.02356,7.71423,-2.1,3.2,-0.1,39,7,432
4.25135,7.95893,-1.7,3.7,0.0,40,15,431
3.65325,7.61628,5.1,2.9,1.1,192,20,192
4.26549,5.17615,-2.7,2.2,1.5,219,3,153
4.47506,7.29029,10.8,2.3,0.5,85,22,570
3.16969,7.82084,18.1,3.7,-2.1,244,16,568
2.80336,6.87316,5.6,7.0,0.6,191,21,125
3.69387,7.96207,7.3,2.8,0.7,317,16,35
3.88568,6.92166,6.4,0.5,-2.1,71,9,188
4.35414,7.6834,3.6,2.9,-0.3,74,10,187
4.4128,7.21008,-1.8,1.8,1.1,2,21,135
3.08649,4.84419,7.7,3.5,0.1,81,4,589
4.37827,8.19589,-3.2,2.0,3.0,211,17,400
3.87536,6.86485,0.8,1.5,-0.1,231,23,540
4.05352,7.79194,8.0,4.1,-0.2,207,13,585
4.19117,5.77144,-0.4,0.4,1.9,240,2,539
3.10459,8.21906,11.6,5.5,-2.5,231,8,586
4.19117,7.71244,-9.9,2.7,0.7,78,21,119
4.25561,7.86019,-4.9,2.6,-0.1,243,9,481
3.18221,6.8977,-1.4,4.8,-0.1,72,23,57
2.72785,7.18992,7.0,4.1,0.4,159,22,212
4.28496,7.79975,-0.8,0.8,1.1,80,18,113
3.09558,5.54126,-1.4,2.2,1.7,212,1,142
4.39198,7.94201,-4.2,1.3,-0.2,240,15,74
3.24649,5.20401,6.7,1.5,0.0,80,2,592
4.27528,7.42536,1.1,1.5,2.2,273,20,540
2.78501,6.64379,-5.7,1.9,-0.3,74,23,517
3.79549,7.83003,6.4,4.3,-0.1,30,13,397
4.15261,5.17615,-1.7,0.4,1.1,183,5,535
4.07244,6.53669,-0.8,2.0,0.8,70,24,514
4.36055,7.64588,5.0,1.5,-1.1,243,14,527
3.07269,7.61825,8.4,2.8,-1.1,133,13,581
2.79728,4.62497,-9.6,2.9,0.8,73,6,86
3.59731,7.46851,-3.5,0.7,0.2,165,20,520
4.55703,7.74803,-4.1,2.0,-0.1,85,15,99
4.70863,7.52726,-6.4,3.3,0.0,60,13,435
4.3108,7.88758,-5.0,4.7,-0.1,47,9,409
3.59182,6.80351,-9.3,3.6,0.3,73,8,83
4.14472,7.80098,8.5,4.5,-0.2,203,19,591
3.02042,7.96346,3.6,3.2,1.2,268,18,42
3.17388,6.91473,4.8,4.6,0.2,199,23,109
4.30676,7.80262,-4.6,5.7,-0.2,81,18,122
3.81551,7.51152,0.4,3.0,-0.8,89,11,398
2.83908,7.47022,10.8,2.6,-3.5,262,12,203
3.83945,5.273,-13.8,3.8,0.2,79,5,95
3.85651,8.14989,5.4,3.0,0.1,234,15,131
4.2485,6.61607,0.1,0.4,2.0,122,22,531
2.96527,6.47851,4.3,3.2,1.1,218,24,138
4.53045,7.5974,2.6,1.3,0.2,233,12,50
3.21487,7.17319,-6.0,5.6,-0.2,65,22,408
3.12676,4.91998,6.0,3.9,-0.1,72,2,576
3.50255,7.23129,8.0,3.8,1.7,207,22,583
4.51196,7.56631,-5.5,3.5,-0.1,65,12,436
3.3673,7.65728,2.5,2.5,-0.2,60,10,404
4.42963,6.65028,-3.7,0.5,1.2,325,24,445
4.03954,8.08887,15.1,1.9,-5.1,240,9,599
4.1463,5.93754,-7.8,0.9,1.0,111,6,447
1.97408,5.43372,7.0,4.7,0.0,27,2,593
3.76584,7.77317,2.2,3.7,-0.7,211,13,523
4.01638,6.39359,-5.8,1.2,1.3,73,24,480
3.09104,7.85516,6.5,5.2,-0.2,69,19,196
4.07073,7.33433,-14.7,0.8,0.0,212,17,457
3.94158,7.64826,4.8,4.4,-0.6,229,13,141
3.43076,7.662,3.4,2.9,0.6,23,18,174
3.627,7.72533,-2.3,4.1,-0.1,61,19,417
3.87743,7.46107,-2.8,1.4,-0.1,243,20,102
3.05871,6.2106,5.9,3.3,1.8,248,24,41
3.91202,7.61481,6.9,2.7,0.1,178,19,190
3.96651,5.43808,-0.9,1.6,4.3,96,6,49
4.28496,7.43248,-10.3,4.1,-0.2,61,12,459
4.17746,5.20949,-12.9,1.1,1.6,219,3,489
4.26549,6.75809,-4.7,1.6,0.7,262,9,468
4.01096,6.58203,2.2,1.8,0.1,64,6,549
3.15274,5.82305,4.6,4.3,0.3,203,1,127
4.1957,8.12415,5.2,2.8,0.3,209,8,33
3.5293,4.7362,2.9,2.4,0.6,80,3,200
4.38701,7.89283,-3.8,3.0,0.0,75,15,423
2.93386,7.99564,12.2,5.4,-1.4,234,17,203
3.26576,4.92725,4.4,2.2,0.2,82,2,170
2.83321,5.15329,3.1,1.5,0.0,179,3,202
4.13357,7.78239,4.8,6.5,-1.1,41,10,556
3.80444,7.70841,2.1,3.1,0.0,79,10,64
4.1239,8.23854,-1.7,5.4,-0.1,58,17,417
4.75359,7.82844,3.6,0.8,1.5,87,19,529
4.40305,7.68386,0.6,4.7,-1.2,58,10,417
2.71469,7.70075,11.5,7.3,-2.1,216,14,210
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