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Commit af4fe336 by Tooba Mukhtar
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adding datasets

parent 81199142
Showing with 5229 additions and 602 deletions
Datasets/AdultCensusIncome.csv 0 → 100644
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Datasets/Dwell_Time/Dwell_Time_VersionA.csv 0 → 100644
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Datasets/Dwell_Time/Dwell_Time_VersionB.csv 0 → 100644
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Datasets/HiveSampleData.csv 0 → 100644
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Datasets/Iris_Data.csv 0 → 100644
"Sepal.Length","Sepal.Width","Petal.Length","Petal.Width","Species"
5.1,3.5,1.4,0.2,"setosa"
4.9,3,1.4,0.2,"setosa"
4.7,3.2,1.3,0.2,"setosa"
4.6,3.1,1.5,0.2,"setosa"
5,3.6,1.4,0.2,"setosa"
5.4,3.9,1.7,0.4,"setosa"
4.6,3.4,1.4,0.3,"setosa"
5,3.4,1.5,0.2,"setosa"
4.4,2.9,1.4,0.2,"setosa"
4.9,3.1,1.5,0.1,"setosa"
5.4,3.7,1.5,0.2,"setosa"
4.8,3.4,1.6,0.2,"setosa"
4.8,3,1.4,0.1,"setosa"
4.3,3,1.1,0.1,"setosa"
5.8,4,1.2,0.2,"setosa"
5.7,4.4,1.5,0.4,"setosa"
5.4,3.9,1.3,0.4,"setosa"
5.1,3.5,1.4,0.3,"setosa"
5.7,3.8,1.7,0.3,"setosa"
5.1,3.8,1.5,0.3,"setosa"
5.4,3.4,1.7,0.2,"setosa"
5.1,3.7,1.5,0.4,"setosa"
4.6,3.6,1,0.2,"setosa"
5.1,3.3,1.7,0.5,"setosa"
4.8,3.4,1.9,0.2,"setosa"
5,3,1.6,0.2,"setosa"
5,3.4,1.6,0.4,"setosa"
5.2,3.5,1.5,0.2,"setosa"
5.2,3.4,1.4,0.2,"setosa"
4.7,3.2,1.6,0.2,"setosa"
4.8,3.1,1.6,0.2,"setosa"
5.4,3.4,1.5,0.4,"setosa"
5.2,4.1,1.5,0.1,"setosa"
5.5,4.2,1.4,0.2,"setosa"
4.9,3.1,1.5,0.2,"setosa"
5,3.2,1.2,0.2,"setosa"
5.5,3.5,1.3,0.2,"setosa"
4.9,3.6,1.4,0.1,"setosa"
4.4,3,1.3,0.2,"setosa"
5.1,3.4,1.5,0.2,"setosa"
5,3.5,1.3,0.3,"setosa"
4.5,2.3,1.3,0.3,"setosa"
4.4,3.2,1.3,0.2,"setosa"
5,3.5,1.6,0.6,"setosa"
5.1,3.8,1.9,0.4,"setosa"
4.8,3,1.4,0.3,"setosa"
5.1,3.8,1.6,0.2,"setosa"
4.6,3.2,1.4,0.2,"setosa"
5.3,3.7,1.5,0.2,"setosa"
5,3.3,1.4,0.2,"setosa"
7,3.2,4.7,1.4,"versicolor"
6.4,3.2,4.5,1.5,"versicolor"
6.9,3.1,4.9,1.5,"versicolor"
5.5,2.3,4,1.3,"versicolor"
6.5,2.8,4.6,1.5,"versicolor"
5.7,2.8,4.5,1.3,"versicolor"
6.3,3.3,4.7,1.6,"versicolor"
4.9,2.4,3.3,1,"versicolor"
6.6,2.9,4.6,1.3,"versicolor"
5.2,2.7,3.9,1.4,"versicolor"
5,2,3.5,1,"versicolor"
5.9,3,4.2,1.5,"versicolor"
6,2.2,4,1,"versicolor"
6.1,2.9,4.7,1.4,"versicolor"
5.6,2.9,3.6,1.3,"versicolor"
6.7,3.1,4.4,1.4,"versicolor"
5.6,3,4.5,1.5,"versicolor"
5.8,2.7,4.1,1,"versicolor"
6.2,2.2,4.5,1.5,"versicolor"
5.6,2.5,3.9,1.1,"versicolor"
5.9,3.2,4.8,1.8,"versicolor"
6.1,2.8,4,1.3,"versicolor"
6.3,2.5,4.9,1.5,"versicolor"
6.1,2.8,4.7,1.2,"versicolor"
6.4,2.9,4.3,1.3,"versicolor"
6.6,3,4.4,1.4,"versicolor"
6.8,2.8,4.8,1.4,"versicolor"
6.7,3,5,1.7,"versicolor"
6,2.9,4.5,1.5,"versicolor"
5.7,2.6,3.5,1,"versicolor"
5.5,2.4,3.8,1.1,"versicolor"
5.5,2.4,3.7,1,"versicolor"
5.8,2.7,3.9,1.2,"versicolor"
6,2.7,5.1,1.6,"versicolor"
5.4,3,4.5,1.5,"versicolor"
6,3.4,4.5,1.6,"versicolor"
6.7,3.1,4.7,1.5,"versicolor"
6.3,2.3,4.4,1.3,"versicolor"
5.6,3,4.1,1.3,"versicolor"
5.5,2.5,4,1.3,"versicolor"
5.5,2.6,4.4,1.2,"versicolor"
6.1,3,4.6,1.4,"versicolor"
5.8,2.6,4,1.2,"versicolor"
5,2.3,3.3,1,"versicolor"
5.6,2.7,4.2,1.3,"versicolor"
5.7,3,4.2,1.2,"versicolor"
5.7,2.9,4.2,1.3,"versicolor"
6.2,2.9,4.3,1.3,"versicolor"
5.1,2.5,3,1.1,"versicolor"
5.7,2.8,4.1,1.3,"versicolor"
6.3,3.3,6,2.5,"virginica"
5.8,2.7,5.1,1.9,"virginica"
7.1,3,5.9,2.1,"virginica"
6.3,2.9,5.6,1.8,"virginica"
6.5,3,5.8,2.2,"virginica"
7.6,3,6.6,2.1,"virginica"
4.9,2.5,4.5,1.7,"virginica"
7.3,2.9,6.3,1.8,"virginica"
6.7,2.5,5.8,1.8,"virginica"
7.2,3.6,6.1,2.5,"virginica"
6.5,3.2,5.1,2,"virginica"
6.4,2.7,5.3,1.9,"virginica"
6.8,3,5.5,2.1,"virginica"
5.7,2.5,5,2,"virginica"
5.8,2.8,5.1,2.4,"virginica"
6.4,3.2,5.3,2.3,"virginica"
6.5,3,5.5,1.8,"virginica"
7.7,3.8,6.7,2.2,"virginica"
7.7,2.6,6.9,2.3,"virginica"
6,2.2,5,1.5,"virginica"
6.9,3.2,5.7,2.3,"virginica"
5.6,2.8,4.9,2,"virginica"
7.7,2.8,6.7,2,"virginica"
6.3,2.7,4.9,1.8,"virginica"
6.7,3.3,5.7,2.1,"virginica"
7.2,3.2,6,1.8,"virginica"
6.2,2.8,4.8,1.8,"virginica"
6.1,3,4.9,1.8,"virginica"
6.4,2.8,5.6,2.1,"virginica"
7.2,3,5.8,1.6,"virginica"
7.4,2.8,6.1,1.9,"virginica"
7.9,3.8,6.4,2,"virginica"
6.4,2.8,5.6,2.2,"virginica"
6.3,2.8,5.1,1.5,"virginica"
6.1,2.6,5.6,1.4,"virginica"
7.7,3,6.1,2.3,"virginica"
6.3,3.4,5.6,2.4,"virginica"
6.4,3.1,5.5,1.8,"virginica"
6,3,4.8,1.8,"virginica"
6.9,3.1,5.4,2.1,"virginica"
6.7,3.1,5.6,2.4,"virginica"
6.9,3.1,5.1,2.3,"virginica"
5.8,2.7,5.1,1.9,"virginica"
6.8,3.2,5.9,2.3,"virginica"
6.7,3.3,5.7,2.5,"virginica"
6.7,3,5.2,2.3,"virginica"
6.3,2.5,5,1.9,"virginica"
6.5,3,5.2,2,"virginica"
6.2,3.4,5.4,2.3,"virginica"
5.9,3,5.1,1.8,"virginica"
Datasets/SLID.csv 0 → 100644
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Datasets/USAccDeaths.csv 0 → 100644
"","x"
"1",9007
"2",8106
"3",8928
"4",9137
"5",10017
"6",10826
"7",11317
"8",10744
"9",9713
"10",9938
"11",9161
"12",8927
"13",7750
"14",6981
"15",8038
"16",8422
"17",8714
"18",9512
"19",10120
"20",9823
"21",8743
"22",9129
"23",8710
"24",8680
"25",8162
"26",7306
"27",8124
"28",7870
"29",9387
"30",9556
"31",10093
"32",9620
"33",8285
"34",8466
"35",8160
"36",8034
"37",7717
"38",7461
"39",7767
"40",7925
"41",8623
"42",8945
"43",10078
"44",9179
"45",8037
"46",8488
"47",7874
"48",8647
"49",7792
"50",6957
"51",7726
"52",8106
"53",8890
"54",9299
"55",10625
"56",9302
"57",8314
"58",8850
"59",8265
"60",8796
"61",7836
"62",6892
"63",7791
"64",8192
"65",9115
"66",9434
"67",10484
"68",9827
"69",9110
"70",9070
"71",8633
"72",9240
Datasets/Wine_Quality/redwine.csv 0 → 100644
"fixed acidity";"volatile acidity";"citric acid";"residual sugar";"chlorides";"free sulfur dioxide";"total sulfur dioxide";"density";"pH";"sulphates";"alcohol";"quality"
7.4;0.7;0;1.9;0.076;11;34;0.9978;3.51;0.56;9.4;5
7.8;0.88;0;2.6;0.098;25;67;0.9968;3.2;0.68;9.8;5
7.8;0.76;0.04;2.3;0.092;15;54;0.997;3.26;0.65;9.8;5
11.2;0.28;0.56;1.9;0.075;17;60;0.998;3.16;0.58;9.8;6
7.4;0.7;0;1.9;0.076;11;34;0.9978;3.51;0.56;9.4;5
7.4;0.66;0;1.8;0.075;13;40;0.9978;3.51;0.56;9.4;5
7.9;0.6;0.06;1.6;0.069;15;59;0.9964;3.3;0.46;9.4;5
7.3;0.65;0;1.2;0.065;15;21;0.9946;3.39;0.47;10;7
7.8;0.58;0.02;2;0.073;9;18;0.9968;3.36;0.57;9.5;7
7.5;0.5;0.36;6.1;0.071;17;102;0.9978;3.35;0.8;10.5;5
6.7;0.58;0.08;1.8;0.097;15;65;0.9959;3.28;0.54;9.2;5
7.5;0.5;0.36;6.1;0.071;17;102;0.9978;3.35;0.8;10.5;5
5.6;0.615;0;1.6;0.089;16;59;0.9943;3.58;0.52;9.9;5
7.8;0.61;0.29;1.6;0.114;9;29;0.9974;3.26;1.56;9.1;5
8.9;0.62;0.18;3.8;0.176;52;145;0.9986;3.16;0.88;9.2;5
8.9;0.62;0.19;3.9;0.17;51;148;0.9986;3.17;0.93;9.2;5
8.5;0.28;0.56;1.8;0.092;35;103;0.9969;3.3;0.75;10.5;7
8.1;0.56;0.28;1.7;0.368;16;56;0.9968;3.11;1.28;9.3;5
7.4;0.59;0.08;4.4;0.086;6;29;0.9974;3.38;0.5;9;4
7.9;0.32;0.51;1.8;0.341;17;56;0.9969;3.04;1.08;9.2;6
8.9;0.22;0.48;1.8;0.077;29;60;0.9968;3.39;0.53;9.4;6
7.6;0.39;0.31;2.3;0.082;23;71;0.9982;3.52;0.65;9.7;5
7.9;0.43;0.21;1.6;0.106;10;37;0.9966;3.17;0.91;9.5;5
8.5;0.49;0.11;2.3;0.084;9;67;0.9968;3.17;0.53;9.4;5
6.9;0.4;0.14;2.4;0.085;21;40;0.9968;3.43;0.63;9.7;6
6.3;0.39;0.16;1.4;0.08;11;23;0.9955;3.34;0.56;9.3;5
7.6;0.41;0.24;1.8;0.08;4;11;0.9962;3.28;0.59;9.5;5
7.9;0.43;0.21;1.6;0.106;10;37;0.9966;3.17;0.91;9.5;5
7.1;0.71;0;1.9;0.08;14;35;0.9972;3.47;0.55;9.4;5
7.8;0.645;0;2;0.082;8;16;0.9964;3.38;0.59;9.8;6
6.7;0.675;0.07;2.4;0.089;17;82;0.9958;3.35;0.54;10.1;5
6.9;0.685;0;2.5;0.105;22;37;0.9966;3.46;0.57;10.6;6
8.3;0.655;0.12;2.3;0.083;15;113;0.9966;3.17;0.66;9.8;5
6.9;0.605;0.12;10.7;0.073;40;83;0.9993;3.45;0.52;9.4;6
5.2;0.32;0.25;1.8;0.103;13;50;0.9957;3.38;0.55;9.2;5
7.8;0.645;0;5.5;0.086;5;18;0.9986;3.4;0.55;9.6;6
7.8;0.6;0.14;2.4;0.086;3;15;0.9975;3.42;0.6;10.8;6
8.1;0.38;0.28;2.1;0.066;13;30;0.9968;3.23;0.73;9.7;7
5.7;1.13;0.09;1.5;0.172;7;19;0.994;3.5;0.48;9.8;4
7.3;0.45;0.36;5.9;0.074;12;87;0.9978;3.33;0.83;10.5;5
7.3;0.45;0.36;5.9;0.074;12;87;0.9978;3.33;0.83;10.5;5
8.8;0.61;0.3;2.8;0.088;17;46;0.9976;3.26;0.51;9.3;4
7.5;0.49;0.2;2.6;0.332;8;14;0.9968;3.21;0.9;10.5;6
8.1;0.66;0.22;2.2;0.069;9;23;0.9968;3.3;1.2;10.3;5
6.8;0.67;0.02;1.8;0.05;5;11;0.9962;3.48;0.52;9.5;5
4.6;0.52;0.15;2.1;0.054;8;65;0.9934;3.9;0.56;13.1;4
7.7;0.935;0.43;2.2;0.114;22;114;0.997;3.25;0.73;9.2;5
8.7;0.29;0.52;1.6;0.113;12;37;0.9969;3.25;0.58;9.5;5
6.4;0.4;0.23;1.6;0.066;5;12;0.9958;3.34;0.56;9.2;5
5.6;0.31;0.37;1.4;0.074;12;96;0.9954;3.32;0.58;9.2;5
8.8;0.66;0.26;1.7;0.074;4;23;0.9971;3.15;0.74;9.2;5
6.6;0.52;0.04;2.2;0.069;8;15;0.9956;3.4;0.63;9.4;6
6.6;0.5;0.04;2.1;0.068;6;14;0.9955;3.39;0.64;9.4;6
8.6;0.38;0.36;3;0.081;30;119;0.997;3.2;0.56;9.4;5
7.6;0.51;0.15;2.8;0.11;33;73;0.9955;3.17;0.63;10.2;6
7.7;0.62;0.04;3.8;0.084;25;45;0.9978;3.34;0.53;9.5;5
10.2;0.42;0.57;3.4;0.07;4;10;0.9971;3.04;0.63;9.6;5
7.5;0.63;0.12;5.1;0.111;50;110;0.9983;3.26;0.77;9.4;5
7.8;0.59;0.18;2.3;0.076;17;54;0.9975;3.43;0.59;10;5
7.3;0.39;0.31;2.4;0.074;9;46;0.9962;3.41;0.54;9.4;6
8.8;0.4;0.4;2.2;0.079;19;52;0.998;3.44;0.64;9.2;5
7.7;0.69;0.49;1.8;0.115;20;112;0.9968;3.21;0.71;9.3;5
7.5;0.52;0.16;1.9;0.085;12;35;0.9968;3.38;0.62;9.5;7
7;0.735;0.05;2;0.081;13;54;0.9966;3.39;0.57;9.8;5
7.2;0.725;0.05;4.65;0.086;4;11;0.9962;3.41;0.39;10.9;5
7.2;0.725;0.05;4.65;0.086;4;11;0.9962;3.41;0.39;10.9;5
7.5;0.52;0.11;1.5;0.079;11;39;0.9968;3.42;0.58;9.6;5
6.6;0.705;0.07;1.6;0.076;6;15;0.9962;3.44;0.58;10.7;5
9.3;0.32;0.57;2;0.074;27;65;0.9969;3.28;0.79;10.7;5
8;0.705;0.05;1.9;0.074;8;19;0.9962;3.34;0.95;10.5;6
7.7;0.63;0.08;1.9;0.076;15;27;0.9967;3.32;0.54;9.5;6
7.7;0.67;0.23;2.1;0.088;17;96;0.9962;3.32;0.48;9.5;5
7.7;0.69;0.22;1.9;0.084;18;94;0.9961;3.31;0.48;9.5;5
8.3;0.675;0.26;2.1;0.084;11;43;0.9976;3.31;0.53;9.2;4
9.7;0.32;0.54;2.5;0.094;28;83;0.9984;3.28;0.82;9.6;5
8.8;0.41;0.64;2.2;0.093;9;42;0.9986;3.54;0.66;10.5;5
8.8;0.41;0.64;2.2;0.093;9;42;0.9986;3.54;0.66;10.5;5
6.8;0.785;0;2.4;0.104;14;30;0.9966;3.52;0.55;10.7;6
6.7;0.75;0.12;2;0.086;12;80;0.9958;3.38;0.52;10.1;5
8.3;0.625;0.2;1.5;0.08;27;119;0.9972;3.16;1.12;9.1;4
6.2;0.45;0.2;1.6;0.069;3;15;0.9958;3.41;0.56;9.2;5
7.8;0.43;0.7;1.9;0.464;22;67;0.9974;3.13;1.28;9.4;5
7.4;0.5;0.47;2;0.086;21;73;0.997;3.36;0.57;9.1;5
7.3;0.67;0.26;1.8;0.401;16;51;0.9969;3.16;1.14;9.4;5
6.3;0.3;0.48;1.8;0.069;18;61;0.9959;3.44;0.78;10.3;6
6.9;0.55;0.15;2.2;0.076;19;40;0.9961;3.41;0.59;10.1;5
8.6;0.49;0.28;1.9;0.11;20;136;0.9972;2.93;1.95;9.9;6
7.7;0.49;0.26;1.9;0.062;9;31;0.9966;3.39;0.64;9.6;5
9.3;0.39;0.44;2.1;0.107;34;125;0.9978;3.14;1.22;9.5;5
7;0.62;0.08;1.8;0.076;8;24;0.9978;3.48;0.53;9;5
7.9;0.52;0.26;1.9;0.079;42;140;0.9964;3.23;0.54;9.5;5
8.6;0.49;0.28;1.9;0.11;20;136;0.9972;2.93;1.95;9.9;6
8.6;0.49;0.29;2;0.11;19;133;0.9972;2.93;1.98;9.8;5
7.7;0.49;0.26;1.9;0.062;9;31;0.9966;3.39;0.64;9.6;5
5;1.02;0.04;1.4;0.045;41;85;0.9938;3.75;0.48;10.5;4
4.7;0.6;0.17;2.3;0.058;17;106;0.9932;3.85;0.6;12.9;6
6.8;0.775;0;3;0.102;8;23;0.9965;3.45;0.56;10.7;5
7;0.5;0.25;2;0.07;3;22;0.9963;3.25;0.63;9.2;5
7.6;0.9;0.06;2.5;0.079;5;10;0.9967;3.39;0.56;9.8;5
8.1;0.545;0.18;1.9;0.08;13;35;0.9972;3.3;0.59;9;6
8.3;0.61;0.3;2.1;0.084;11;50;0.9972;3.4;0.61;10.2;6
7.8;0.5;0.3;1.9;0.075;8;22;0.9959;3.31;0.56;10.4;6
8.1;0.545;0.18;1.9;0.08;13;35;0.9972;3.3;0.59;9;6
8.1;0.575;0.22;2.1;0.077;12;65;0.9967;3.29;0.51;9.2;5
7.2;0.49;0.24;2.2;0.07;5;36;0.996;3.33;0.48;9.4;5
8.1;0.575;0.22;2.1;0.077;12;65;0.9967;3.29;0.51;9.2;5
7.8;0.41;0.68;1.7;0.467;18;69;0.9973;3.08;1.31;9.3;5
6.2;0.63;0.31;1.7;0.088;15;64;0.9969;3.46;0.79;9.3;5
8;0.33;0.53;2.5;0.091;18;80;0.9976;3.37;0.8;9.6;6
8.1;0.785;0.52;2;0.122;37;153;0.9969;3.21;0.69;9.3;5
7.8;0.56;0.19;1.8;0.104;12;47;0.9964;3.19;0.93;9.5;5
8.4;0.62;0.09;2.2;0.084;11;108;0.9964;3.15;0.66;9.8;5
8.4;0.6;0.1;2.2;0.085;14;111;0.9964;3.15;0.66;9.8;5
10.1;0.31;0.44;2.3;0.08;22;46;0.9988;3.32;0.67;9.7;6
7.8;0.56;0.19;1.8;0.104;12;47;0.9964;3.19;0.93;9.5;5
9.4;0.4;0.31;2.2;0.09;13;62;0.9966;3.07;0.63;10.5;6
8.3;0.54;0.28;1.9;0.077;11;40;0.9978;3.39;0.61;10;6
7.8;0.56;0.12;2;0.082;7;28;0.997;3.37;0.5;9.4;6
8.8;0.55;0.04;2.2;0.119;14;56;0.9962;3.21;0.6;10.9;6
7;0.69;0.08;1.8;0.097;22;89;0.9959;3.34;0.54;9.2;6
7.3;1.07;0.09;1.7;0.178;10;89;0.9962;3.3;0.57;9;5
8.8;0.55;0.04;2.2;0.119;14;56;0.9962;3.21;0.6;10.9;6
7.3;0.695;0;2.5;0.075;3;13;0.998;3.49;0.52;9.2;5
8;0.71;0;2.6;0.08;11;34;0.9976;3.44;0.53;9.5;5
7.8;0.5;0.17;1.6;0.082;21;102;0.996;3.39;0.48;9.5;5
9;0.62;0.04;1.9;0.146;27;90;0.9984;3.16;0.7;9.4;5
8.2;1.33;0;1.7;0.081;3;12;0.9964;3.53;0.49;10.9;5
8.1;1.33;0;1.8;0.082;3;12;0.9964;3.54;0.48;10.9;5
8;0.59;0.16;1.8;0.065;3;16;0.9962;3.42;0.92;10.5;7
6.1;0.38;0.15;1.8;0.072;6;19;0.9955;3.42;0.57;9.4;5
8;0.745;0.56;2;0.118;30;134;0.9968;3.24;0.66;9.4;5
5.6;0.5;0.09;2.3;0.049;17;99;0.9937;3.63;0.63;13;5
5.6;0.5;0.09;2.3;0.049;17;99;0.9937;3.63;0.63;13;5
6.6;0.5;0.01;1.5;0.06;17;26;0.9952;3.4;0.58;9.8;6
7.9;1.04;0.05;2.2;0.084;13;29;0.9959;3.22;0.55;9.9;6
8.4;0.745;0.11;1.9;0.09;16;63;0.9965;3.19;0.82;9.6;5
8.3;0.715;0.15;1.8;0.089;10;52;0.9968;3.23;0.77;9.5;5
7.2;0.415;0.36;2;0.081;13;45;0.9972;3.48;0.64;9.2;5
7.8;0.56;0.19;2.1;0.081;15;105;0.9962;3.33;0.54;9.5;5
7.8;0.56;0.19;2;0.081;17;108;0.9962;3.32;0.54;9.5;5
8.4;0.745;0.11;1.9;0.09;16;63;0.9965;3.19;0.82;9.6;5
8.3;0.715;0.15;1.8;0.089;10;52;0.9968;3.23;0.77;9.5;5
5.2;0.34;0;1.8;0.05;27;63;0.9916;3.68;0.79;14;6
6.3;0.39;0.08;1.7;0.066;3;20;0.9954;3.34;0.58;9.4;5
5.2;0.34;0;1.8;0.05;27;63;0.9916;3.68;0.79;14;6
8.1;0.67;0.55;1.8;0.117;32;141;0.9968;3.17;0.62;9.4;5
5.8;0.68;0.02;1.8;0.087;21;94;0.9944;3.54;0.52;10;5
7.6;0.49;0.26;1.6;0.236;10;88;0.9968;3.11;0.8;9.3;5
6.9;0.49;0.1;2.3;0.074;12;30;0.9959;3.42;0.58;10.2;6
8.2;0.4;0.44;2.8;0.089;11;43;0.9975;3.53;0.61;10.5;6
7.3;0.33;0.47;2.1;0.077;5;11;0.9958;3.33;0.53;10.3;6
9.2;0.52;1;3.4;0.61;32;69;0.9996;2.74;2.0;9.4;4
7.5;0.6;0.03;1.8;0.095;25;99;0.995;3.35;0.54;10.1;5
7.5;0.6;0.03;1.8;0.095;25;99;0.995;3.35;0.54;10.1;5
7.1;0.43;0.42;5.5;0.07;29;129;0.9973;3.42;0.72;10.5;5
7.1;0.43;0.42;5.5;0.071;28;128;0.9973;3.42;0.71;10.5;5
7.1;0.43;0.42;5.5;0.07;29;129;0.9973;3.42;0.72;10.5;5
7.1;0.43;0.42;5.5;0.071;28;128;0.9973;3.42;0.71;10.5;5
7.1;0.68;0;2.2;0.073;12;22;0.9969;3.48;0.5;9.3;5
6.8;0.6;0.18;1.9;0.079;18;86;0.9968;3.59;0.57;9.3;6
7.6;0.95;0.03;2;0.09;7;20;0.9959;3.2;0.56;9.6;5
7.6;0.68;0.02;1.3;0.072;9;20;0.9965;3.17;1.08;9.2;4
7.8;0.53;0.04;1.7;0.076;17;31;0.9964;3.33;0.56;10;6
7.4;0.6;0.26;7.3;0.07;36;121;0.9982;3.37;0.49;9.4;5
7.3;0.59;0.26;7.2;0.07;35;121;0.9981;3.37;0.49;9.4;5
7.8;0.63;0.48;1.7;0.1;14;96;0.9961;3.19;0.62;9.5;5
6.8;0.64;0.1;2.1;0.085;18;101;0.9956;3.34;0.52;10.2;5
7.3;0.55;0.03;1.6;0.072;17;42;0.9956;3.37;0.48;9;4
6.8;0.63;0.07;2.1;0.089;11;44;0.9953;3.47;0.55;10.4;6
7.5;0.705;0.24;1.8;0.36;15;63;0.9964;3;1.59;9.5;5
7.9;0.885;0.03;1.8;0.058;4;8;0.9972;3.36;0.33;9.1;4
8;0.42;0.17;2;0.073;6;18;0.9972;3.29;0.61;9.2;6
8;0.42;0.17;2;0.073;6;18;0.9972;3.29;0.61;9.2;6
7.4;0.62;0.05;1.9;0.068;24;42;0.9961;3.42;0.57;11.5;6
7.3;0.38;0.21;2;0.08;7;35;0.9961;3.33;0.47;9.5;5
6.9;0.5;0.04;1.5;0.085;19;49;0.9958;3.35;0.78;9.5;5
7.3;0.38;0.21;2;0.08;7;35;0.9961;3.33;0.47;9.5;5
7.5;0.52;0.42;2.3;0.087;8;38;0.9972;3.58;0.61;10.5;6
7;0.805;0;2.5;0.068;7;20;0.9969;3.48;0.56;9.6;5
8.8;0.61;0.14;2.4;0.067;10;42;0.9969;3.19;0.59;9.5;5
8.8;0.61;0.14;2.4;0.067;10;42;0.9969;3.19;0.59;9.5;5
8.9;0.61;0.49;2;0.27;23;110;0.9972;3.12;1.02;9.3;5
7.2;0.73;0.02;2.5;0.076;16;42;0.9972;3.44;0.52;9.3;5
6.8;0.61;0.2;1.8;0.077;11;65;0.9971;3.54;0.58;9.3;5
6.7;0.62;0.21;1.9;0.079;8;62;0.997;3.52;0.58;9.3;6
8.9;0.31;0.57;2;0.111;26;85;0.9971;3.26;0.53;9.7;5
7.4;0.39;0.48;2;0.082;14;67;0.9972;3.34;0.55;9.2;5
7.7;0.705;0.1;2.6;0.084;9;26;0.9976;3.39;0.49;9.7;5
7.9;0.5;0.33;2;0.084;15;143;0.9968;3.2;0.55;9.5;5
7.9;0.49;0.32;1.9;0.082;17;144;0.9968;3.2;0.55;9.5;5
8.2;0.5;0.35;2.9;0.077;21;127;0.9976;3.23;0.62;9.4;5
6.4;0.37;0.25;1.9;0.074;21;49;0.9974;3.57;0.62;9.8;6
6.8;0.63;0.12;3.8;0.099;16;126;0.9969;3.28;0.61;9.5;5
7.6;0.55;0.21;2.2;0.071;7;28;0.9964;3.28;0.55;9.7;5
7.6;0.55;0.21;2.2;0.071;7;28;0.9964;3.28;0.55;9.7;5
7.8;0.59;0.33;2;0.074;24;120;0.9968;3.25;0.54;9.4;5
7.3;0.58;0.3;2.4;0.074;15;55;0.9968;3.46;0.59;10.2;5
11.5;0.3;0.6;2;0.067;12;27;0.9981;3.11;0.97;10.1;6
5.4;0.835;0.08;1.2;0.046;13;93;0.9924;3.57;0.85;13;7
6.9;1.09;0.06;2.1;0.061;12;31;0.9948;3.51;0.43;11.4;4
9.6;0.32;0.47;1.4;0.056;9;24;0.99695;3.22;0.82;10.3;7
8.8;0.37;0.48;2.1;0.097;39;145;0.9975;3.04;1.03;9.3;5
6.8;0.5;0.11;1.5;0.075;16;49;0.99545;3.36;0.79;9.5;5
7;0.42;0.35;1.6;0.088;16;39;0.9961;3.34;0.55;9.2;5
7;0.43;0.36;1.6;0.089;14;37;0.99615;3.34;0.56;9.2;6
12.8;0.3;0.74;2.6;0.095;9;28;0.9994;3.2;0.77;10.8;7
12.8;0.3;0.74;2.6;0.095;9;28;0.9994;3.2;0.77;10.8;7
7.8;0.57;0.31;1.8;0.069;26;120;0.99625;3.29;0.53;9.3;5
7.8;0.44;0.28;2.7;0.1;18;95;0.9966;3.22;0.67;9.4;5
11;0.3;0.58;2.1;0.054;7;19;0.998;3.31;0.88;10.5;7
9.7;0.53;0.6;2;0.039;5;19;0.99585;3.3;0.86;12.4;6
8;0.725;0.24;2.8;0.083;10;62;0.99685;3.35;0.56;10;6
11.6;0.44;0.64;2.1;0.059;5;15;0.998;3.21;0.67;10.2;6
8.2;0.57;0.26;2.2;0.06;28;65;0.9959;3.3;0.43;10.1;5
7.8;0.735;0.08;2.4;0.092;10;41;0.9974;3.24;0.71;9.8;6
7;0.49;0.49;5.6;0.06;26;121;0.9974;3.34;0.76;10.5;5
8.7;0.625;0.16;2;0.101;13;49;0.9962;3.14;0.57;11;5
8.1;0.725;0.22;2.2;0.072;11;41;0.9967;3.36;0.55;9.1;5
7.5;0.49;0.19;1.9;0.076;10;44;0.9957;3.39;0.54;9.7;5
7.8;0.53;0.33;2.4;0.08;24;144;0.99655;3.3;0.6;9.5;5
7.8;0.34;0.37;2;0.082;24;58;0.9964;3.34;0.59;9.4;6
7.4;0.53;0.26;2;0.101;16;72;0.9957;3.15;0.57;9.4;5
6.8;0.61;0.04;1.5;0.057;5;10;0.99525;3.42;0.6;9.5;5
8.6;0.645;0.25;2;0.083;8;28;0.99815;3.28;0.6;10;6
8.4;0.635;0.36;2;0.089;15;55;0.99745;3.31;0.57;10.4;4
7.7;0.43;0.25;2.6;0.073;29;63;0.99615;3.37;0.58;10.5;6
8.9;0.59;0.5;2;0.337;27;81;0.9964;3.04;1.61;9.5;6
9;0.82;0.14;2.6;0.089;9;23;0.9984;3.39;0.63;9.8;5
7.7;0.43;0.25;2.6;0.073;29;63;0.99615;3.37;0.58;10.5;6
6.9;0.52;0.25;2.6;0.081;10;37;0.99685;3.46;0.5;11;5
5.2;0.48;0.04;1.6;0.054;19;106;0.9927;3.54;0.62;12.2;7
8;0.38;0.06;1.8;0.078;12;49;0.99625;3.37;0.52;9.9;6
8.5;0.37;0.2;2.8;0.09;18;58;0.998;3.34;0.7;9.6;6
6.9;0.52;0.25;2.6;0.081;10;37;0.99685;3.46;0.5;11;5
8.2;1;0.09;2.3;0.065;7;37;0.99685;3.32;0.55;9;6
7.2;0.63;0;1.9;0.097;14;38;0.99675;3.37;0.58;9;6
7.2;0.63;0;1.9;0.097;14;38;0.99675;3.37;0.58;9;6
7.2;0.645;0;1.9;0.097;15;39;0.99675;3.37;0.58;9.2;6
7.2;0.63;0;1.9;0.097;14;38;0.99675;3.37;0.58;9;6
8.2;1;0.09;2.3;0.065;7;37;0.99685;3.32;0.55;9;6
8.9;0.635;0.37;1.7;0.263;5;62;0.9971;3;1.09;9.3;5
12;0.38;0.56;2.1;0.093;6;24;0.99925;3.14;0.71;10.9;6
7.7;0.58;0.1;1.8;0.102;28;109;0.99565;3.08;0.49;9.8;6
15;0.21;0.44;2.2;0.075;10;24;1.00005;3.07;0.84;9.2;7
15;0.21;0.44;2.2;0.075;10;24;1.00005;3.07;0.84;9.2;7
7.3;0.66;0;2;0.084;6;23;0.9983;3.61;0.96;9.9;6
7.1;0.68;0.07;1.9;0.075;16;51;0.99685;3.38;0.52;9.5;5
8.2;0.6;0.17;2.3;0.072;11;73;0.9963;3.2;0.45;9.3;5
7.7;0.53;0.06;1.7;0.074;9;39;0.99615;3.35;0.48;9.8;6
7.3;0.66;0;2;0.084;6;23;0.9983;3.61;0.96;9.9;6
10.8;0.32;0.44;1.6;0.063;16;37;0.9985;3.22;0.78;10;6
7.1;0.6;0;1.8;0.074;16;34;0.9972;3.47;0.7;9.9;6
11.1;0.35;0.48;3.1;0.09;5;21;0.9986;3.17;0.53;10.5;5
7.7;0.775;0.42;1.9;0.092;8;86;0.9959;3.23;0.59;9.5;5
7.1;0.6;0;1.8;0.074;16;34;0.9972;3.47;0.7;9.9;6
8;0.57;0.23;3.2;0.073;17;119;0.99675;3.26;0.57;9.3;5
9.4;0.34;0.37;2.2;0.075;5;13;0.998;3.22;0.62;9.2;5
6.6;0.695;0;2.1;0.075;12;56;0.9968;3.49;0.67;9.2;5
7.7;0.41;0.76;1.8;0.611;8;45;0.9968;3.06;1.26;9.4;5
10;0.31;0.47;2.6;0.085;14;33;0.99965;3.36;0.8;10.5;7
7.9;0.33;0.23;1.7;0.077;18;45;0.99625;3.29;0.65;9.3;5
7;0.975;0.04;2;0.087;12;67;0.99565;3.35;0.6;9.4;4
8;0.52;0.03;1.7;0.07;10;35;0.99575;3.34;0.57;10;5
7.9;0.37;0.23;1.8;0.077;23;49;0.9963;3.28;0.67;9.3;5
12.5;0.56;0.49;2.4;0.064;5;27;0.9999;3.08;0.87;10.9;5
11.8;0.26;0.52;1.8;0.071;6;10;0.9968;3.2;0.72;10.2;7
8.1;0.87;0;3.3;0.096;26;61;1.00025;3.6;0.72;9.8;4
7.9;0.35;0.46;3.6;0.078;15;37;0.9973;3.35;0.86;12.8;8
6.9;0.54;0.04;3;0.077;7;27;0.9987;3.69;0.91;9.4;6
11.5;0.18;0.51;4;0.104;4;23;0.9996;3.28;0.97;10.1;6
7.9;0.545;0.06;4;0.087;27;61;0.9965;3.36;0.67;10.7;6
11.5;0.18;0.51;4;0.104;4;23;0.9996;3.28;0.97;10.1;6
10.9;0.37;0.58;4;0.071;17;65;0.99935;3.22;0.78;10.1;5
8.4;0.715;0.2;2.4;0.076;10;38;0.99735;3.31;0.64;9.4;5
7.5;0.65;0.18;7;0.088;27;94;0.99915;3.38;0.77;9.4;5
7.9;0.545;0.06;4;0.087;27;61;0.9965;3.36;0.67;10.7;6
6.9;0.54;0.04;3;0.077;7;27;0.9987;3.69;0.91;9.4;6
11.5;0.18;0.51;4;0.104;4;23;0.9996;3.28;0.97;10.1;6
10.3;0.32;0.45;6.4;0.073;5;13;0.9976;3.23;0.82;12.6;8
8.9;0.4;0.32;5.6;0.087;10;47;0.9991;3.38;0.77;10.5;7
11.4;0.26;0.44;3.6;0.071;6;19;0.9986;3.12;0.82;9.3;6
7.7;0.27;0.68;3.5;0.358;5;10;0.9972;3.25;1.08;9.9;7
7.6;0.52;0.12;3;0.067;12;53;0.9971;3.36;0.57;9.1;5
8.9;0.4;0.32;5.6;0.087;10;47;0.9991;3.38;0.77;10.5;7
9.9;0.59;0.07;3.4;0.102;32;71;1.00015;3.31;0.71;9.8;5
9.9;0.59;0.07;3.4;0.102;32;71;1.00015;3.31;0.71;9.8;5
12;0.45;0.55;2;0.073;25;49;0.9997;3.1;0.76;10.3;6
7.5;0.4;0.12;3;0.092;29;53;0.9967;3.37;0.7;10.3;6
8.7;0.52;0.09;2.5;0.091;20;49;0.9976;3.34;0.86;10.6;7
11.6;0.42;0.53;3.3;0.105;33;98;1.001;3.2;0.95;9.2;5
8.7;0.52;0.09;2.5;0.091;20;49;0.9976;3.34;0.86;10.6;7
11;0.2;0.48;2;0.343;6;18;0.9979;3.3;0.71;10.5;5
10.4;0.55;0.23;2.7;0.091;18;48;0.9994;3.22;0.64;10.3;6
6.9;0.36;0.25;2.4;0.098;5;16;0.9964;3.41;0.6;10.1;6
13.3;0.34;0.52;3.2;0.094;17;53;1.0014;3.05;0.81;9.5;6
10.8;0.5;0.46;2.5;0.073;5;27;1.0001;3.05;0.64;9.5;5
10.6;0.83;0.37;2.6;0.086;26;70;0.9981;3.16;0.52;9.9;5
7.1;0.63;0.06;2;0.083;8;29;0.99855;3.67;0.73;9.6;5
7.2;0.65;0.02;2.3;0.094;5;31;0.9993;3.67;0.8;9.7;5
6.9;0.67;0.06;2.1;0.08;8;33;0.99845;3.68;0.71;9.6;5
7.5;0.53;0.06;2.6;0.086;20;44;0.9965;3.38;0.59;10.7;6
11.1;0.18;0.48;1.5;0.068;7;15;0.9973;3.22;0.64;10.1;6
8.3;0.705;0.12;2.6;0.092;12;28;0.9994;3.51;0.72;10;5
7.4;0.67;0.12;1.6;0.186;5;21;0.996;3.39;0.54;9.5;5
8.4;0.65;0.6;2.1;0.112;12;90;0.9973;3.2;0.52;9.2;5
10.3;0.53;0.48;2.5;0.063;6;25;0.9998;3.12;0.59;9.3;6
7.6;0.62;0.32;2.2;0.082;7;54;0.9966;3.36;0.52;9.4;5
10.3;0.41;0.42;2.4;0.213;6;14;0.9994;3.19;0.62;9.5;6
10.3;0.43;0.44;2.4;0.214;5;12;0.9994;3.19;0.63;9.5;6
7.4;0.29;0.38;1.7;0.062;9;30;0.9968;3.41;0.53;9.5;6
10.3;0.53;0.48;2.5;0.063;6;25;0.9998;3.12;0.59;9.3;6
7.9;0.53;0.24;2;0.072;15;105;0.996;3.27;0.54;9.4;6
9;0.46;0.31;2.8;0.093;19;98;0.99815;3.32;0.63;9.5;6
8.6;0.47;0.3;3;0.076;30;135;0.9976;3.3;0.53;9.4;5
7.4;0.36;0.29;2.6;0.087;26;72;0.99645;3.39;0.68;11;5
7.1;0.35;0.29;2.5;0.096;20;53;0.9962;3.42;0.65;11;6
9.6;0.56;0.23;3.4;0.102;37;92;0.9996;3.3;0.65;10.1;5
9.6;0.77;0.12;2.9;0.082;30;74;0.99865;3.3;0.64;10.4;6
9.8;0.66;0.39;3.2;0.083;21;59;0.9989;3.37;0.71;11.5;7
9.6;0.77;0.12;2.9;0.082;30;74;0.99865;3.3;0.64;10.4;6
9.8;0.66;0.39;3.2;0.083;21;59;0.9989;3.37;0.71;11.5;7
9.3;0.61;0.26;3.4;0.09;25;87;0.99975;3.24;0.62;9.7;5
7.8;0.62;0.05;2.3;0.079;6;18;0.99735;3.29;0.63;9.3;5
10.3;0.59;0.42;2.8;0.09;35;73;0.999;3.28;0.7;9.5;6
10;0.49;0.2;11;0.071;13;50;1.0015;3.16;0.69;9.2;6
10;0.49;0.2;11;0.071;13;50;1.0015;3.16;0.69;9.2;6
11.6;0.53;0.66;3.65;0.121;6;14;0.9978;3.05;0.74;11.5;7
10.3;0.44;0.5;4.5;0.107;5;13;0.998;3.28;0.83;11.5;5
13.4;0.27;0.62;2.6;0.082;6;21;1.0002;3.16;0.67;9.7;6
10.7;0.46;0.39;2;0.061;7;15;0.9981;3.18;0.62;9.5;5
10.2;0.36;0.64;2.9;0.122;10;41;0.998;3.23;0.66;12.5;6
10.2;0.36;0.64;2.9;0.122;10;41;0.998;3.23;0.66;12.5;6
8;0.58;0.28;3.2;0.066;21;114;0.9973;3.22;0.54;9.4;6
8.4;0.56;0.08;2.1;0.105;16;44;0.9958;3.13;0.52;11;5
7.9;0.65;0.01;2.5;0.078;17;38;0.9963;3.34;0.74;11.7;7
11.9;0.695;0.53;3.4;0.128;7;21;0.9992;3.17;0.84;12.2;7
8.9;0.43;0.45;1.9;0.052;6;16;0.9948;3.35;0.7;12.5;6
7.8;0.43;0.32;2.8;0.08;29;58;0.9974;3.31;0.64;10.3;5
12.4;0.49;0.58;3;0.103;28;99;1.0008;3.16;1;11.5;6
12.5;0.28;0.54;2.3;0.082;12;29;0.9997;3.11;1.36;9.8;7
12.2;0.34;0.5;2.4;0.066;10;21;1;3.12;1.18;9.2;6
10.6;0.42;0.48;2.7;0.065;5;18;0.9972;3.21;0.87;11.3;6
10.9;0.39;0.47;1.8;0.118;6;14;0.9982;3.3;0.75;9.8;6
10.9;0.39;0.47;1.8;0.118;6;14;0.9982;3.3;0.75;9.8;6
11.9;0.57;0.5;2.6;0.082;6;32;1.0006;3.12;0.78;10.7;6
7;0.685;0;1.9;0.067;40;63;0.9979;3.6;0.81;9.9;5
6.6;0.815;0.02;2.7;0.072;17;34;0.9955;3.58;0.89;12.3;7
13.8;0.49;0.67;3;0.093;6;15;0.9986;3.02;0.93;12;6
9.6;0.56;0.31;2.8;0.089;15;46;0.9979;3.11;0.92;10;6
9.1;0.785;0;2.6;0.093;11;28;0.9994;3.36;0.86;9.4;6
10.7;0.67;0.22;2.7;0.107;17;34;1.0004;3.28;0.98;9.9;6
9.1;0.795;0;2.6;0.096;11;26;0.9994;3.35;0.83;9.4;6
7.7;0.665;0;2.4;0.09;8;19;0.9974;3.27;0.73;9.3;5
13.5;0.53;0.79;4.8;0.12;23;77;1.0018;3.18;0.77;13;5
6.1;0.21;0.4;1.4;0.066;40.5;165;0.9912;3.25;0.59;11.9;6
6.7;0.75;0.01;2.4;0.078;17;32;0.9955;3.55;0.61;12.8;6
11.5;0.41;0.52;3;0.08;29;55;1.0001;3.26;0.88;11;5
10.5;0.42;0.66;2.95;0.116;12;29;0.997;3.24;0.75;11.7;7
11.9;0.43;0.66;3.1;0.109;10;23;1;3.15;0.85;10.4;7
12.6;0.38;0.66;2.6;0.088;10;41;1.001;3.17;0.68;9.8;6
8.2;0.7;0.23;2;0.099;14;81;0.9973;3.19;0.7;9.4;5
8.6;0.45;0.31;2.6;0.086;21;50;0.9982;3.37;0.91;9.9;6
11.9;0.58;0.66;2.5;0.072;6;37;0.9992;3.05;0.56;10;5
12.5;0.46;0.63;2;0.071;6;15;0.9988;2.99;0.87;10.2;5
12.8;0.615;0.66;5.8;0.083;7;42;1.0022;3.07;0.73;10;7
10;0.42;0.5;3.4;0.107;7;21;0.9979;3.26;0.93;11.8;6
12.8;0.615;0.66;5.8;0.083;7;42;1.0022;3.07;0.73;10;7
10.4;0.575;0.61;2.6;0.076;11;24;1;3.16;0.69;9;5
10.3;0.34;0.52;2.8;0.159;15;75;0.9998;3.18;0.64;9.4;5
9.4;0.27;0.53;2.4;0.074;6;18;0.9962;3.2;1.13;12;7
6.9;0.765;0.02;2.3;0.063;35;63;0.9975;3.57;0.78;9.9;5
7.9;0.24;0.4;1.6;0.056;11;25;0.9967;3.32;0.87;8.7;6
9.1;0.28;0.48;1.8;0.067;26;46;0.9967;3.32;1.04;10.6;6
7.4;0.55;0.22;2.2;0.106;12;72;0.9959;3.05;0.63;9.2;5
14;0.41;0.63;3.8;0.089;6;47;1.0014;3.01;0.81;10.8;6
11.5;0.54;0.71;4.4;0.124;6;15;0.9984;3.01;0.83;11.8;7
11.5;0.45;0.5;3;0.078;19;47;1.0003;3.26;1.11;11;6
9.4;0.27;0.53;2.4;0.074;6;18;0.9962;3.2;1.13;12;7
11.4;0.625;0.66;6.2;0.088;6;24;0.9988;3.11;0.99;13.3;6
8.3;0.42;0.38;2.5;0.094;24;60;0.9979;3.31;0.7;10.8;6
8.3;0.26;0.42;2;0.08;11;27;0.9974;3.21;0.8;9.4;6
13.7;0.415;0.68;2.9;0.085;17;43;1.0014;3.06;0.8;10;6
8.3;0.26;0.42;2;0.08;11;27;0.9974;3.21;0.8;9.4;6
8.3;0.26;0.42;2;0.08;11;27;0.9974;3.21;0.8;9.4;6
7.7;0.51;0.28;2.1;0.087;23;54;0.998;3.42;0.74;9.2;5
7.4;0.63;0.07;2.4;0.09;11;37;0.9979;3.43;0.76;9.7;6
7.8;0.54;0.26;2;0.088;23;48;0.9981;3.41;0.74;9.2;6
8.3;0.66;0.15;1.9;0.079;17;42;0.9972;3.31;0.54;9.6;6
7.8;0.46;0.26;1.9;0.088;23;53;0.9981;3.43;0.74;9.2;6
9.6;0.38;0.31;2.5;0.096;16;49;0.9982;3.19;0.7;10;7
5.6;0.85;0.05;1.4;0.045;12;88;0.9924;3.56;0.82;12.9;8
13.7;0.415;0.68;2.9;0.085;17;43;1.0014;3.06;0.8;10;6
9.5;0.37;0.52;2;0.082;6;26;0.998;3.18;0.51;9.5;5
8.4;0.665;0.61;2;0.112;13;95;0.997;3.16;0.54;9.1;5
12.7;0.6;0.65;2.3;0.063;6;25;0.9997;3.03;0.57;9.9;5
12;0.37;0.76;4.2;0.066;7;38;1.0004;3.22;0.6;13;7
6.6;0.735;0.02;7.9;0.122;68;124;0.9994;3.47;0.53;9.9;5
11.5;0.59;0.59;2.6;0.087;13;49;0.9988;3.18;0.65;11;6
11.5;0.59;0.59;2.6;0.087;13;49;0.9988;3.18;0.65;11;6
8.7;0.765;0.22;2.3;0.064;9;42;0.9963;3.1;0.55;9.4;5
6.6;0.735;0.02;7.9;0.122;68;124;0.9994;3.47;0.53;9.9;5
7.7;0.26;0.3;1.7;0.059;20;38;0.9949;3.29;0.47;10.8;6
12.2;0.48;0.54;2.6;0.085;19;64;1;3.1;0.61;10.5;6
11.4;0.6;0.49;2.7;0.085;10;41;0.9994;3.15;0.63;10.5;6
7.7;0.69;0.05;2.7;0.075;15;27;0.9974;3.26;0.61;9.1;5
8.7;0.31;0.46;1.4;0.059;11;25;0.9966;3.36;0.76;10.1;6
9.8;0.44;0.47;2.5;0.063;9;28;0.9981;3.24;0.65;10.8;6
12;0.39;0.66;3;0.093;12;30;0.9996;3.18;0.63;10.8;7
10.4;0.34;0.58;3.7;0.174;6;16;0.997;3.19;0.7;11.3;6
12.5;0.46;0.49;4.5;0.07;26;49;0.9981;3.05;0.57;9.6;4
9;0.43;0.34;2.5;0.08;26;86;0.9987;3.38;0.62;9.5;6
9.1;0.45;0.35;2.4;0.08;23;78;0.9987;3.38;0.62;9.5;5
7.1;0.735;0.16;1.9;0.1;15;77;0.9966;3.27;0.64;9.3;5
9.9;0.4;0.53;6.7;0.097;6;19;0.9986;3.27;0.82;11.7;7
8.8;0.52;0.34;2.7;0.087;24;122;0.9982;3.26;0.61;9.5;5
8.6;0.725;0.24;6.6;0.117;31;134;1.0014;3.32;1.07;9.3;5
10.6;0.48;0.64;2.2;0.111;6;20;0.997;3.26;0.66;11.7;6
7;0.58;0.12;1.9;0.091;34;124;0.9956;3.44;0.48;10.5;5
11.9;0.38;0.51;2;0.121;7;20;0.9996;3.24;0.76;10.4;6
6.8;0.77;0;1.8;0.066;34;52;0.9976;3.62;0.68;9.9;5
9.5;0.56;0.33;2.4;0.089;35;67;0.9972;3.28;0.73;11.8;7
6.6;0.84;0.03;2.3;0.059;32;48;0.9952;3.52;0.56;12.3;7
7.7;0.96;0.2;2;0.047;15;60;0.9955;3.36;0.44;10.9;5
10.5;0.24;0.47;2.1;0.066;6;24;0.9978;3.15;0.9;11;7
7.7;0.96;0.2;2;0.047;15;60;0.9955;3.36;0.44;10.9;5
6.6;0.84;0.03;2.3;0.059;32;48;0.9952;3.52;0.56;12.3;7
6.4;0.67;0.08;2.1;0.045;19;48;0.9949;3.49;0.49;11.4;6
9.5;0.78;0.22;1.9;0.077;6;32;0.9988;3.26;0.56;10.6;6
9.1;0.52;0.33;1.3;0.07;9;30;0.9978;3.24;0.6;9.3;5
12.8;0.84;0.63;2.4;0.088;13;35;0.9997;3.1;0.6;10.4;6
10.5;0.24;0.47;2.1;0.066;6;24;0.9978;3.15;0.9;11;7
7.8;0.55;0.35;2.2;0.074;21;66;0.9974;3.25;0.56;9.2;5
11.9;0.37;0.69;2.3;0.078;12;24;0.9958;3;0.65;12.8;6
12.3;0.39;0.63;2.3;0.091;6;18;1.0004;3.16;0.49;9.5;5
10.4;0.41;0.55;3.2;0.076;22;54;0.9996;3.15;0.89;9.9;6
12.3;0.39;0.63;2.3;0.091;6;18;1.0004;3.16;0.49;9.5;5
8;0.67;0.3;2;0.06;38;62;0.9958;3.26;0.56;10.2;6
11.1;0.45;0.73;3.2;0.066;6;22;0.9986;3.17;0.66;11.2;6
10.4;0.41;0.55;3.2;0.076;22;54;0.9996;3.15;0.89;9.9;6
7;0.62;0.18;1.5;0.062;7;50;0.9951;3.08;0.6;9.3;5
12.6;0.31;0.72;2.2;0.072;6;29;0.9987;2.88;0.82;9.8;8
11.9;0.4;0.65;2.15;0.068;7;27;0.9988;3.06;0.68;11.3;6
15.6;0.685;0.76;3.7;0.1;6;43;1.0032;2.95;0.68;11.2;7
10;0.44;0.49;2.7;0.077;11;19;0.9963;3.23;0.63;11.6;7
5.3;0.57;0.01;1.7;0.054;5;27;0.9934;3.57;0.84;12.5;7
9.5;0.735;0.1;2.1;0.079;6;31;0.9986;3.23;0.56;10.1;6
12.5;0.38;0.6;2.6;0.081;31;72;0.9996;3.1;0.73;10.5;5
9.3;0.48;0.29;2.1;0.127;6;16;0.9968;3.22;0.72;11.2;5
8.6;0.53;0.22;2;0.1;7;27;0.9967;3.2;0.56;10.2;6
11.9;0.39;0.69;2.8;0.095;17;35;0.9994;3.1;0.61;10.8;6
11.9;0.39;0.69;2.8;0.095;17;35;0.9994;3.1;0.61;10.8;6
8.4;0.37;0.53;1.8;0.413;9;26;0.9979;3.06;1.06;9.1;6
6.8;0.56;0.03;1.7;0.084;18;35;0.9968;3.44;0.63;10;6
10.4;0.33;0.63;2.8;0.084;5;22;0.9998;3.26;0.74;11.2;7
7;0.23;0.4;1.6;0.063;21;67;0.9952;3.5;0.63;11.1;5
11.3;0.62;0.67;5.2;0.086;6;19;0.9988;3.22;0.69;13.4;8
8.9;0.59;0.39;2.3;0.095;5;22;0.9986;3.37;0.58;10.3;5
9.2;0.63;0.21;2.7;0.097;29;65;0.9988;3.28;0.58;9.6;5
10.4;0.33;0.63;2.8;0.084;5;22;0.9998;3.26;0.74;11.2;7
11.6;0.58;0.66;2.2;0.074;10;47;1.0008;3.25;0.57;9;3
9.2;0.43;0.52;2.3;0.083;14;23;0.9976;3.35;0.61;11.3;6
8.3;0.615;0.22;2.6;0.087;6;19;0.9982;3.26;0.61;9.3;5
11;0.26;0.68;2.55;0.085;10;25;0.997;3.18;0.61;11.8;5
8.1;0.66;0.7;2.2;0.098;25;129;0.9972;3.08;0.53;9;5
11.5;0.315;0.54;2.1;0.084;5;15;0.9987;2.98;0.7;9.2;6
10;0.29;0.4;2.9;0.098;10;26;1.0006;3.48;0.91;9.7;5
10.3;0.5;0.42;2;0.069;21;51;0.9982;3.16;0.72;11.5;6
8.8;0.46;0.45;2.6;0.065;7;18;0.9947;3.32;0.79;14;6
11.4;0.36;0.69;2.1;0.09;6;21;1;3.17;0.62;9.2;6
8.7;0.82;0.02;1.2;0.07;36;48;0.9952;3.2;0.58;9.8;5
13;0.32;0.65;2.6;0.093;15;47;0.9996;3.05;0.61;10.6;5
9.6;0.54;0.42;2.4;0.081;25;52;0.997;3.2;0.71;11.4;6
12.5;0.37;0.55;2.6;0.083;25;68;0.9995;3.15;0.82;10.4;6
9.9;0.35;0.55;2.1;0.062;5;14;0.9971;3.26;0.79;10.6;5
10.5;0.28;0.51;1.7;0.08;10;24;0.9982;3.2;0.89;9.4;6
9.6;0.68;0.24;2.2;0.087;5;28;0.9988;3.14;0.6;10.2;5
9.3;0.27;0.41;2;0.091;6;16;0.998;3.28;0.7;9.7;5
10.4;0.24;0.49;1.8;0.075;6;20;0.9977;3.18;1.06;11;6
9.6;0.68;0.24;2.2;0.087;5;28;0.9988;3.14;0.6;10.2;5
9.4;0.685;0.11;2.7;0.077;6;31;0.9984;3.19;0.7;10.1;6
10.6;0.28;0.39;15.5;0.069;6;23;1.0026;3.12;0.66;9.2;5
9.4;0.3;0.56;2.8;0.08;6;17;0.9964;3.15;0.92;11.7;8
10.6;0.36;0.59;2.2;0.152;6;18;0.9986;3.04;1.05;9.4;5
10.6;0.36;0.6;2.2;0.152;7;18;0.9986;3.04;1.06;9.4;5
10.6;0.44;0.68;4.1;0.114;6;24;0.997;3.06;0.66;13.4;6
10.2;0.67;0.39;1.9;0.054;6;17;0.9976;3.17;0.47;10;5
10.2;0.67;0.39;1.9;0.054;6;17;0.9976;3.17;0.47;10;5
10.2;0.645;0.36;1.8;0.053;5;14;0.9982;3.17;0.42;10;6
11.6;0.32;0.55;2.8;0.081;35;67;1.0002;3.32;0.92;10.8;7
9.3;0.39;0.4;2.6;0.073;10;26;0.9984;3.34;0.75;10.2;6
9.3;0.775;0.27;2.8;0.078;24;56;0.9984;3.31;0.67;10.6;6
9.2;0.41;0.5;2.5;0.055;12;25;0.9952;3.34;0.79;13.3;7
8.9;0.4;0.51;2.6;0.052;13;27;0.995;3.32;0.9;13.4;7
8.7;0.69;0.31;3;0.086;23;81;1.0002;3.48;0.74;11.6;6
6.5;0.39;0.23;8.3;0.051;28;91;0.9952;3.44;0.55;12.1;6
10.7;0.35;0.53;2.6;0.07;5;16;0.9972;3.15;0.65;11;8
7.8;0.52;0.25;1.9;0.081;14;38;0.9984;3.43;0.65;9;6
7.2;0.34;0.32;2.5;0.09;43;113;0.9966;3.32;0.79;11.1;5
10.7;0.35;0.53;2.6;0.07;5;16;0.9972;3.15;0.65;11;8
8.7;0.69;0.31;3;0.086;23;81;1.0002;3.48;0.74;11.6;6
7.8;0.52;0.25;1.9;0.081;14;38;0.9984;3.43;0.65;9;6
10.4;0.44;0.73;6.55;0.074;38;76;0.999;3.17;0.85;12;7
10.4;0.44;0.73;6.55;0.074;38;76;0.999;3.17;0.85;12;7
10.5;0.26;0.47;1.9;0.078;6;24;0.9976;3.18;1.04;10.9;7
10.5;0.24;0.42;1.8;0.077;6;22;0.9976;3.21;1.05;10.8;7
10.2;0.49;0.63;2.9;0.072;10;26;0.9968;3.16;0.78;12.5;7
10.4;0.24;0.46;1.8;0.075;6;21;0.9976;3.25;1.02;10.8;7
11.2;0.67;0.55;2.3;0.084;6;13;1;3.17;0.71;9.5;6
10;0.59;0.31;2.2;0.09;26;62;0.9994;3.18;0.63;10.2;6
13.3;0.29;0.75;2.8;0.084;23;43;0.9986;3.04;0.68;11.4;7
12.4;0.42;0.49;4.6;0.073;19;43;0.9978;3.02;0.61;9.5;5
10;0.59;0.31;2.2;0.09;26;62;0.9994;3.18;0.63;10.2;6
10.7;0.4;0.48;2.1;0.125;15;49;0.998;3.03;0.81;9.7;6
10.5;0.51;0.64;2.4;0.107;6;15;0.9973;3.09;0.66;11.8;7
10.5;0.51;0.64;2.4;0.107;6;15;0.9973;3.09;0.66;11.8;7
8.5;0.655;0.49;6.1;0.122;34;151;1.001;3.31;1.14;9.3;5
12.5;0.6;0.49;4.3;0.1;5;14;1.001;3.25;0.74;11.9;6
10.4;0.61;0.49;2.1;0.2;5;16;0.9994;3.16;0.63;8.4;3
10.9;0.21;0.49;2.8;0.088;11;32;0.9972;3.22;0.68;11.7;6
7.3;0.365;0.49;2.5;0.088;39;106;0.9966;3.36;0.78;11;5
9.8;0.25;0.49;2.7;0.088;15;33;0.9982;3.42;0.9;10;6
7.6;0.41;0.49;2;0.088;16;43;0.998;3.48;0.64;9.1;5
8.2;0.39;0.49;2.3;0.099;47;133;0.9979;3.38;0.99;9.8;5
9.3;0.4;0.49;2.5;0.085;38;142;0.9978;3.22;0.55;9.4;5
9.2;0.43;0.49;2.4;0.086;23;116;0.9976;3.23;0.64;9.5;5
10.4;0.64;0.24;2.8;0.105;29;53;0.9998;3.24;0.67;9.9;5
7.3;0.365;0.49;2.5;0.088;39;106;0.9966;3.36;0.78;11;5
7;0.38;0.49;2.5;0.097;33;85;0.9962;3.39;0.77;11.4;6
8.2;0.42;0.49;2.6;0.084;32;55;0.9988;3.34;0.75;8.7;6
9.9;0.63;0.24;2.4;0.077;6;33;0.9974;3.09;0.57;9.4;5
9.1;0.22;0.24;2.1;0.078;1;28;0.999;3.41;0.87;10.3;6
11.9;0.38;0.49;2.7;0.098;12;42;1.0004;3.16;0.61;10.3;5
11.9;0.38;0.49;2.7;0.098;12;42;1.0004;3.16;0.61;10.3;5
10.3;0.27;0.24;2.1;0.072;15;33;0.9956;3.22;0.66;12.8;6
10;0.48;0.24;2.7;0.102;13;32;1;3.28;0.56;10;6
9.1;0.22;0.24;2.1;0.078;1;28;0.999;3.41;0.87;10.3;6
9.9;0.63;0.24;2.4;0.077;6;33;0.9974;3.09;0.57;9.4;5
8.1;0.825;0.24;2.1;0.084;5;13;0.9972;3.37;0.77;10.7;6
12.9;0.35;0.49;5.8;0.066;5;35;1.0014;3.2;0.66;12;7
11.2;0.5;0.74;5.15;0.1;5;17;0.9996;3.22;0.62;11.2;5
9.2;0.59;0.24;3.3;0.101;20;47;0.9988;3.26;0.67;9.6;5
9.5;0.46;0.49;6.3;0.064;5;17;0.9988;3.21;0.73;11;6
9.3;0.715;0.24;2.1;0.07;5;20;0.9966;3.12;0.59;9.9;5
11.2;0.66;0.24;2.5;0.085;16;53;0.9993;3.06;0.72;11;6
14.3;0.31;0.74;1.8;0.075;6;15;1.0008;2.86;0.79;8.4;6
9.1;0.47;0.49;2.6;0.094;38;106;0.9982;3.08;0.59;9.1;5
7.5;0.55;0.24;2;0.078;10;28;0.9983;3.45;0.78;9.5;6
10.6;0.31;0.49;2.5;0.067;6;21;0.9987;3.26;0.86;10.7;6
12.4;0.35;0.49;2.6;0.079;27;69;0.9994;3.12;0.75;10.4;6
9;0.53;0.49;1.9;0.171;6;25;0.9975;3.27;0.61;9.4;6
6.8;0.51;0.01;2.1;0.074;9;25;0.9958;3.33;0.56;9.5;6
9.4;0.43;0.24;2.8;0.092;14;45;0.998;3.19;0.73;10;6
9.5;0.46;0.24;2.7;0.092;14;44;0.998;3.12;0.74;10;6
5;1.04;0.24;1.6;0.05;32;96;0.9934;3.74;0.62;11.5;5
15.5;0.645;0.49;4.2;0.095;10;23;1.00315;2.92;0.74;11.1;5
15.5;0.645;0.49;4.2;0.095;10;23;1.00315;2.92;0.74;11.1;5
10.9;0.53;0.49;4.6;0.118;10;17;1.0002;3.07;0.56;11.7;6
15.6;0.645;0.49;4.2;0.095;10;23;1.00315;2.92;0.74;11.1;5
10.9;0.53;0.49;4.6;0.118;10;17;1.0002;3.07;0.56;11.7;6
13;0.47;0.49;4.3;0.085;6;47;1.0021;3.3;0.68;12.7;6
12.7;0.6;0.49;2.8;0.075;5;19;0.9994;3.14;0.57;11.4;5
9;0.44;0.49;2.4;0.078;26;121;0.9978;3.23;0.58;9.2;5
9;0.54;0.49;2.9;0.094;41;110;0.9982;3.08;0.61;9.2;5
7.6;0.29;0.49;2.7;0.092;25;60;0.9971;3.31;0.61;10.1;6
13;0.47;0.49;4.3;0.085;6;47;1.0021;3.3;0.68;12.7;6
12.7;0.6;0.49;2.8;0.075;5;19;0.9994;3.14;0.57;11.4;5
8.7;0.7;0.24;2.5;0.226;5;15;0.9991;3.32;0.6;9;6
8.7;0.7;0.24;2.5;0.226;5;15;0.9991;3.32;0.6;9;6
9.8;0.5;0.49;2.6;0.25;5;20;0.999;3.31;0.79;10.7;6
6.2;0.36;0.24;2.2;0.095;19;42;0.9946;3.57;0.57;11.7;6
11.5;0.35;0.49;3.3;0.07;10;37;1.0003;3.32;0.91;11;6
6.2;0.36;0.24;2.2;0.095;19;42;0.9946;3.57;0.57;11.7;6
10.2;0.24;0.49;2.4;0.075;10;28;0.9978;3.14;0.61;10.4;5
10.5;0.59;0.49;2.1;0.07;14;47;0.9991;3.3;0.56;9.6;4
10.6;0.34;0.49;3.2;0.078;20;78;0.9992;3.19;0.7;10;6
12.3;0.27;0.49;3.1;0.079;28;46;0.9993;3.2;0.8;10.2;6
9.9;0.5;0.24;2.3;0.103;6;14;0.9978;3.34;0.52;10;4
8.8;0.44;0.49;2.8;0.083;18;111;0.9982;3.3;0.6;9.5;5
8.8;0.47;0.49;2.9;0.085;17;110;0.9982;3.29;0.6;9.8;5
10.6;0.31;0.49;2.2;0.063;18;40;0.9976;3.14;0.51;9.8;6
12.3;0.5;0.49;2.2;0.089;5;14;1.0002;3.19;0.44;9.6;5
12.3;0.5;0.49;2.2;0.089;5;14;1.0002;3.19;0.44;9.6;5
11.7;0.49;0.49;2.2;0.083;5;15;1;3.19;0.43;9.2;5
12;0.28;0.49;1.9;0.074;10;21;0.9976;2.98;0.66;9.9;7
11.8;0.33;0.49;3.4;0.093;54;80;1.0002;3.3;0.76;10.7;7
7.6;0.51;0.24;2.4;0.091;8;38;0.998;3.47;0.66;9.6;6
11.1;0.31;0.49;2.7;0.094;16;47;0.9986;3.12;1.02;10.6;7
7.3;0.73;0.24;1.9;0.108;18;102;0.9967;3.26;0.59;9.3;5
5;0.42;0.24;2;0.06;19;50;0.9917;3.72;0.74;14;8
10.2;0.29;0.49;2.6;0.059;5;13;0.9976;3.05;0.74;10.5;7
9;0.45;0.49;2.6;0.084;21;75;0.9987;3.35;0.57;9.7;5
6.6;0.39;0.49;1.7;0.07;23;149;0.9922;3.12;0.5;11.5;6
9;0.45;0.49;2.6;0.084;21;75;0.9987;3.35;0.57;9.7;5
9.9;0.49;0.58;3.5;0.094;9;43;1.0004;3.29;0.58;9;5
7.9;0.72;0.17;2.6;0.096;20;38;0.9978;3.4;0.53;9.5;5
8.9;0.595;0.41;7.9;0.086;30;109;0.9998;3.27;0.57;9.3;5
12.4;0.4;0.51;2;0.059;6;24;0.9994;3.04;0.6;9.3;6
11.9;0.58;0.58;1.9;0.071;5;18;0.998;3.09;0.63;10;6
8.5;0.585;0.18;2.1;0.078;5;30;0.9967;3.2;0.48;9.8;6
12.7;0.59;0.45;2.3;0.082;11;22;1;3;0.7;9.3;6
8.2;0.915;0.27;2.1;0.088;7;23;0.9962;3.26;0.47;10;4
13.2;0.46;0.52;2.2;0.071;12;35;1.0006;3.1;0.56;9;6
7.7;0.835;0;2.6;0.081;6;14;0.9975;3.3;0.52;9.3;5
13.2;0.46;0.52;2.2;0.071;12;35;1.0006;3.1;0.56;9;6
8.3;0.58;0.13;2.9;0.096;14;63;0.9984;3.17;0.62;9.1;6
8.3;0.6;0.13;2.6;0.085;6;24;0.9984;3.31;0.59;9.2;6
9.4;0.41;0.48;4.6;0.072;10;20;0.9973;3.34;0.79;12.2;7
8.8;0.48;0.41;3.3;0.092;26;52;0.9982;3.31;0.53;10.5;6
10.1;0.65;0.37;5.1;0.11;11;65;1.0026;3.32;0.64;10.4;6
6.3;0.36;0.19;3.2;0.075;15;39;0.9956;3.56;0.52;12.7;6
8.8;0.24;0.54;2.5;0.083;25;57;0.9983;3.39;0.54;9.2;5
13.2;0.38;0.55;2.7;0.081;5;16;1.0006;2.98;0.54;9.4;5
7.5;0.64;0;2.4;0.077;18;29;0.9965;3.32;0.6;10;6
8.2;0.39;0.38;1.5;0.058;10;29;0.9962;3.26;0.74;9.8;5
9.2;0.755;0.18;2.2;0.148;10;103;0.9969;2.87;1.36;10.2;6
9.6;0.6;0.5;2.3;0.079;28;71;0.9997;3.5;0.57;9.7;5
9.6;0.6;0.5;2.3;0.079;28;71;0.9997;3.5;0.57;9.7;5
11.5;0.31;0.51;2.2;0.079;14;28;0.9982;3.03;0.93;9.8;6
11.4;0.46;0.5;2.7;0.122;4;17;1.0006;3.13;0.7;10.2;5
11.3;0.37;0.41;2.3;0.088;6;16;0.9988;3.09;0.8;9.3;5
8.3;0.54;0.24;3.4;0.076;16;112;0.9976;3.27;0.61;9.4;5
8.2;0.56;0.23;3.4;0.078;14;104;0.9976;3.28;0.62;9.4;5
10;0.58;0.22;1.9;0.08;9;32;0.9974;3.13;0.55;9.5;5
7.9;0.51;0.25;2.9;0.077;21;45;0.9974;3.49;0.96;12.1;6
6.8;0.69;0;5.6;0.124;21;58;0.9997;3.46;0.72;10.2;5
6.8;0.69;0;5.6;0.124;21;58;0.9997;3.46;0.72;10.2;5
8.8;0.6;0.29;2.2;0.098;5;15;0.9988;3.36;0.49;9.1;5
8.8;0.6;0.29;2.2;0.098;5;15;0.9988;3.36;0.49;9.1;5
8.7;0.54;0.26;2.5;0.097;7;31;0.9976;3.27;0.6;9.3;6
7.6;0.685;0.23;2.3;0.111;20;84;0.9964;3.21;0.61;9.3;5
8.7;0.54;0.26;2.5;0.097;7;31;0.9976;3.27;0.6;9.3;6
10.4;0.28;0.54;2.7;0.105;5;19;0.9988;3.25;0.63;9.5;5
7.6;0.41;0.14;3;0.087;21;43;0.9964;3.32;0.57;10.5;6
10.1;0.935;0.22;3.4;0.105;11;86;1.001;3.43;0.64;11.3;4
7.9;0.35;0.21;1.9;0.073;46;102;0.9964;3.27;0.58;9.5;5
8.7;0.84;0;1.4;0.065;24;33;0.9954;3.27;0.55;9.7;5
9.6;0.88;0.28;2.4;0.086;30;147;0.9979;3.24;0.53;9.4;5
9.5;0.885;0.27;2.3;0.084;31;145;0.9978;3.24;0.53;9.4;5
7.7;0.915;0.12;2.2;0.143;7;23;0.9964;3.35;0.65;10.2;7
8.9;0.29;0.35;1.9;0.067;25;57;0.997;3.18;1.36;10.3;6
9.9;0.54;0.45;2.3;0.071;16;40;0.9991;3.39;0.62;9.4;5
9.5;0.59;0.44;2.3;0.071;21;68;0.9992;3.46;0.63;9.5;5
9.9;0.54;0.45;2.3;0.071;16;40;0.9991;3.39;0.62;9.4;5
9.5;0.59;0.44;2.3;0.071;21;68;0.9992;3.46;0.63;9.5;5
9.9;0.54;0.45;2.3;0.071;16;40;0.9991;3.39;0.62;9.4;5
7.8;0.64;0.1;6;0.115;5;11;0.9984;3.37;0.69;10.1;7
7.3;0.67;0.05;3.6;0.107;6;20;0.9972;3.4;0.63;10.1;5
8.3;0.845;0.01;2.2;0.07;5;14;0.9967;3.32;0.58;11;4
8.7;0.48;0.3;2.8;0.066;10;28;0.9964;3.33;0.67;11.2;7
6.7;0.42;0.27;8.6;0.068;24;148;0.9948;3.16;0.57;11.3;6
10.7;0.43;0.39;2.2;0.106;8;32;0.9986;2.89;0.5;9.6;5
9.8;0.88;0.25;2.5;0.104;35;155;1.001;3.41;0.67;11.2;5
15.9;0.36;0.65;7.5;0.096;22;71;0.9976;2.98;0.84;14.9;5
9.4;0.33;0.59;2.8;0.079;9;30;0.9976;3.12;0.54;12;6
8.6;0.47;0.47;2.4;0.074;7;29;0.9979;3.08;0.46;9.5;5
9.7;0.55;0.17;2.9;0.087;20;53;1.0004;3.14;0.61;9.4;5
10.7;0.43;0.39;2.2;0.106;8;32;0.9986;2.89;0.5;9.6;5
12;0.5;0.59;1.4;0.073;23;42;0.998;2.92;0.68;10.5;7
7.2;0.52;0.07;1.4;0.074;5;20;0.9973;3.32;0.81;9.6;6
7.1;0.84;0.02;4.4;0.096;5;13;0.997;3.41;0.57;11;4
7.2;0.52;0.07;1.4;0.074;5;20;0.9973;3.32;0.81;9.6;6
7.5;0.42;0.31;1.6;0.08;15;42;0.9978;3.31;0.64;9;5
7.2;0.57;0.06;1.6;0.076;9;27;0.9972;3.36;0.7;9.6;6
10.1;0.28;0.46;1.8;0.05;5;13;0.9974;3.04;0.79;10.2;6
12.1;0.4;0.52;2;0.092;15;54;1;3.03;0.66;10.2;5
9.4;0.59;0.14;2;0.084;25;48;0.9981;3.14;0.56;9.7;5
8.3;0.49;0.36;1.8;0.222;6;16;0.998;3.18;0.6;9.5;6
11.3;0.34;0.45;2;0.082;6;15;0.9988;2.94;0.66;9.2;6
10;0.73;0.43;2.3;0.059;15;31;0.9966;3.15;0.57;11;5
11.3;0.34;0.45;2;0.082;6;15;0.9988;2.94;0.66;9.2;6
6.9;0.4;0.24;2.5;0.083;30;45;0.9959;3.26;0.58;10;5
8.2;0.73;0.21;1.7;0.074;5;13;0.9968;3.2;0.52;9.5;5
9.8;1.24;0.34;2;0.079;32;151;0.998;3.15;0.53;9.5;5
8.2;0.73;0.21;1.7;0.074;5;13;0.9968;3.2;0.52;9.5;5
10.8;0.4;0.41;2.2;0.084;7;17;0.9984;3.08;0.67;9.3;6
9.3;0.41;0.39;2.2;0.064;12;31;0.9984;3.26;0.65;10.2;5
10.8;0.4;0.41;2.2;0.084;7;17;0.9984;3.08;0.67;9.3;6
8.6;0.8;0.11;2.3;0.084;12;31;0.9979;3.4;0.48;9.9;5
8.3;0.78;0.1;2.6;0.081;45;87;0.9983;3.48;0.53;10;5
10.8;0.26;0.45;3.3;0.06;20;49;0.9972;3.13;0.54;9.6;5
13.3;0.43;0.58;1.9;0.07;15;40;1.0004;3.06;0.49;9;5
8;0.45;0.23;2.2;0.094;16;29;0.9962;3.21;0.49;10.2;6
8.5;0.46;0.31;2.25;0.078;32;58;0.998;3.33;0.54;9.8;5
8.1;0.78;0.23;2.6;0.059;5;15;0.997;3.37;0.56;11.3;5
9.8;0.98;0.32;2.3;0.078;35;152;0.998;3.25;0.48;9.4;5
8.1;0.78;0.23;2.6;0.059;5;15;0.997;3.37;0.56;11.3;5
7.1;0.65;0.18;1.8;0.07;13;40;0.997;3.44;0.6;9.1;5
9.1;0.64;0.23;3.1;0.095;13;38;0.9998;3.28;0.59;9.7;5
7.7;0.66;0.04;1.6;0.039;4;9;0.9962;3.4;0.47;9.4;5
8.1;0.38;0.48;1.8;0.157;5;17;0.9976;3.3;1.05;9.4;5
7.4;1.185;0;4.25;0.097;5;14;0.9966;3.63;0.54;10.7;3
9.2;0.92;0.24;2.6;0.087;12;93;0.9998;3.48;0.54;9.8;5
8.6;0.49;0.51;2;0.422;16;62;0.9979;3.03;1.17;9;5
9;0.48;0.32;2.8;0.084;21;122;0.9984;3.32;0.62;9.4;5
9;0.47;0.31;2.7;0.084;24;125;0.9984;3.31;0.61;9.4;5
5.1;0.47;0.02;1.3;0.034;18;44;0.9921;3.9;0.62;12.8;6
7;0.65;0.02;2.1;0.066;8;25;0.9972;3.47;0.67;9.5;6
7;0.65;0.02;2.1;0.066;8;25;0.9972;3.47;0.67;9.5;6
9.4;0.615;0.28;3.2;0.087;18;72;1.0001;3.31;0.53;9.7;5
11.8;0.38;0.55;2.1;0.071;5;19;0.9986;3.11;0.62;10.8;6
10.6;1.02;0.43;2.9;0.076;26;88;0.9984;3.08;0.57;10.1;6
7;0.65;0.02;2.1;0.066;8;25;0.9972;3.47;0.67;9.5;6
7;0.64;0.02;2.1;0.067;9;23;0.997;3.47;0.67;9.4;6
7.5;0.38;0.48;2.6;0.073;22;84;0.9972;3.32;0.7;9.6;4
9.1;0.765;0.04;1.6;0.078;4;14;0.998;3.29;0.54;9.7;4
8.4;1.035;0.15;6;0.073;11;54;0.999;3.37;0.49;9.9;5
7;0.78;0.08;2;0.093;10;19;0.9956;3.4;0.47;10;5
7.4;0.49;0.19;3;0.077;16;37;0.9966;3.37;0.51;10.5;5
7.8;0.545;0.12;2.5;0.068;11;35;0.996;3.34;0.61;11.6;6
9.7;0.31;0.47;1.6;0.062;13;33;0.9983;3.27;0.66;10;6
10.6;1.025;0.43;2.8;0.08;21;84;0.9985;3.06;0.57;10.1;5
8.9;0.565;0.34;3;0.093;16;112;0.9998;3.38;0.61;9.5;5
8.7;0.69;0;3.2;0.084;13;33;0.9992;3.36;0.45;9.4;5
8;0.43;0.36;2.3;0.075;10;48;0.9976;3.34;0.46;9.4;5
9.9;0.74;0.28;2.6;0.078;21;77;0.998;3.28;0.51;9.8;5
7.2;0.49;0.18;2.7;0.069;13;34;0.9967;3.29;0.48;9.2;6
8;0.43;0.36;2.3;0.075;10;48;0.9976;3.34;0.46;9.4;5
7.6;0.46;0.11;2.6;0.079;12;49;0.9968;3.21;0.57;10;5
8.4;0.56;0.04;2;0.082;10;22;0.9976;3.22;0.44;9.6;5
7.1;0.66;0;3.9;0.086;17;45;0.9976;3.46;0.54;9.5;5
8.4;0.56;0.04;2;0.082;10;22;0.9976;3.22;0.44;9.6;5
8.9;0.48;0.24;2.85;0.094;35;106;0.9982;3.1;0.53;9.2;5
7.6;0.42;0.08;2.7;0.084;15;48;0.9968;3.21;0.59;10;5
7.1;0.31;0.3;2.2;0.053;36;127;0.9965;2.94;1.62;9.5;5
7.5;1.115;0.1;3.1;0.086;5;12;0.9958;3.54;0.6;11.2;4
9;0.66;0.17;3;0.077;5;13;0.9976;3.29;0.55;10.4;5
8.1;0.72;0.09;2.8;0.084;18;49;0.9994;3.43;0.72;11.1;6
6.4;0.57;0.02;1.8;0.067;4;11;0.997;3.46;0.68;9.5;5
6.4;0.57;0.02;1.8;0.067;4;11;0.997;3.46;0.68;9.5;5
6.4;0.865;0.03;3.2;0.071;27;58;0.995;3.61;0.49;12.7;6
9.5;0.55;0.66;2.3;0.387;12;37;0.9982;3.17;0.67;9.6;5
8.9;0.875;0.13;3.45;0.088;4;14;0.9994;3.44;0.52;11.5;5
7.3;0.835;0.03;2.1;0.092;10;19;0.9966;3.39;0.47;9.6;5
7;0.45;0.34;2.7;0.082;16;72;0.998;3.55;0.6;9.5;5
7.7;0.56;0.2;2;0.075;9;39;0.9987;3.48;0.62;9.3;5
7.7;0.965;0.1;2.1;0.112;11;22;0.9963;3.26;0.5;9.5;5
7.7;0.965;0.1;2.1;0.112;11;22;0.9963;3.26;0.5;9.5;5
8.2;0.59;0;2.5;0.093;19;58;1.0002;3.5;0.65;9.3;6
9;0.46;0.23;2.8;0.092;28;104;0.9983;3.1;0.56;9.2;5
9;0.69;0;2.4;0.088;19;38;0.999;3.35;0.6;9.3;5
8.3;0.76;0.29;4.2;0.075;12;16;0.9965;3.45;0.68;11.5;6
9.2;0.53;0.24;2.6;0.078;28;139;0.99788;3.21;0.57;9.5;5
6.5;0.615;0;1.9;0.065;9;18;0.9972;3.46;0.65;9.2;5
11.6;0.41;0.58;2.8;0.096;25;101;1.00024;3.13;0.53;10;5
11.1;0.39;0.54;2.7;0.095;21;101;1.0001;3.13;0.51;9.5;5
7.3;0.51;0.18;2.1;0.07;12;28;0.99768;3.52;0.73;9.5;6
8.2;0.34;0.38;2.5;0.08;12;57;0.9978;3.3;0.47;9;6
8.6;0.33;0.4;2.6;0.083;16;68;0.99782;3.3;0.48;9.4;5
7.2;0.5;0.18;2.1;0.071;12;31;0.99761;3.52;0.72;9.6;6
7.3;0.51;0.18;2.1;0.07;12;28;0.99768;3.52;0.73;9.5;6
8.3;0.65;0.1;2.9;0.089;17;40;0.99803;3.29;0.55;9.5;5
8.3;0.65;0.1;2.9;0.089;17;40;0.99803;3.29;0.55;9.5;5
7.6;0.54;0.13;2.5;0.097;24;66;0.99785;3.39;0.61;9.4;5
8.3;0.65;0.1;2.9;0.089;17;40;0.99803;3.29;0.55;9.5;5
7.8;0.48;0.68;1.7;0.415;14;32;0.99656;3.09;1.06;9.1;6
7.8;0.91;0.07;1.9;0.058;22;47;0.99525;3.51;0.43;10.7;6
6.3;0.98;0.01;2;0.057;15;33;0.99488;3.6;0.46;11.2;6
8.1;0.87;0;2.2;0.084;10;31;0.99656;3.25;0.5;9.8;5
8.1;0.87;0;2.2;0.084;10;31;0.99656;3.25;0.5;9.8;5
8.8;0.42;0.21;2.5;0.092;33;88;0.99823;3.19;0.52;9.2;5
9;0.58;0.25;2.8;0.075;9;104;0.99779;3.23;0.57;9.7;5
9.3;0.655;0.26;2;0.096;5;35;0.99738;3.25;0.42;9.6;5
8.8;0.7;0;1.7;0.069;8;19;0.99701;3.31;0.53;10;6
9.3;0.655;0.26;2;0.096;5;35;0.99738;3.25;0.42;9.6;5
9.1;0.68;0.11;2.8;0.093;11;44;0.99888;3.31;0.55;9.5;6
9.2;0.67;0.1;3;0.091;12;48;0.99888;3.31;0.54;9.5;6
8.8;0.59;0.18;2.9;0.089;12;74;0.99738;3.14;0.54;9.4;5
7.5;0.6;0.32;2.7;0.103;13;98;0.99938;3.45;0.62;9.5;5
7.1;0.59;0.02;2.3;0.082;24;94;0.99744;3.55;0.53;9.7;6
7.9;0.72;0.01;1.9;0.076;7;32;0.99668;3.39;0.54;9.6;5
7.1;0.59;0.02;2.3;0.082;24;94;0.99744;3.55;0.53;9.7;6
9.4;0.685;0.26;2.4;0.082;23;143;0.9978;3.28;0.55;9.4;5
9.5;0.57;0.27;2.3;0.082;23;144;0.99782;3.27;0.55;9.4;5
7.9;0.4;0.29;1.8;0.157;1;44;0.9973;3.3;0.92;9.5;6
7.9;0.4;0.3;1.8;0.157;2;45;0.99727;3.31;0.91;9.5;6
7.2;1;0;3;0.102;7;16;0.99586;3.43;0.46;10;5
6.9;0.765;0.18;2.4;0.243;5.5;48;0.99612;3.4;0.6;10.3;6
6.9;0.635;0.17;2.4;0.241;6;18;0.9961;3.4;0.59;10.3;6
8.3;0.43;0.3;3.4;0.079;7;34;0.99788;3.36;0.61;10.5;5
7.1;0.52;0.03;2.6;0.076;21;92;0.99745;3.5;0.6;9.8;5
7;0.57;0;2;0.19;12;45;0.99676;3.31;0.6;9.4;6
6.5;0.46;0.14;2.4;0.114;9;37;0.99732;3.66;0.65;9.8;5
9;0.82;0.05;2.4;0.081;26;96;0.99814;3.36;0.53;10;5
6.5;0.46;0.14;2.4;0.114;9;37;0.99732;3.66;0.65;9.8;5
7.1;0.59;0.01;2.5;0.077;20;85;0.99746;3.55;0.59;9.8;5
9.9;0.35;0.41;2.3;0.083;11;61;0.9982;3.21;0.5;9.5;5
9.9;0.35;0.41;2.3;0.083;11;61;0.9982;3.21;0.5;9.5;5
10;0.56;0.24;2.2;0.079;19;58;0.9991;3.18;0.56;10.1;6
10;0.56;0.24;2.2;0.079;19;58;0.9991;3.18;0.56;10.1;6
8.6;0.63;0.17;2.9;0.099;21;119;0.998;3.09;0.52;9.3;5
7.4;0.37;0.43;2.6;0.082;18;82;0.99708;3.33;0.68;9.7;6
8.8;0.64;0.17;2.9;0.084;25;130;0.99818;3.23;0.54;9.6;5
7.1;0.61;0.02;2.5;0.081;17;87;0.99745;3.48;0.6;9.7;6
7.7;0.6;0;2.6;0.055;7;13;0.99639;3.38;0.56;10.8;5
10.1;0.27;0.54;2.3;0.065;7;26;0.99531;3.17;0.53;12.5;6
10.8;0.89;0.3;2.6;0.132;7;60;0.99786;2.99;1.18;10.2;5
8.7;0.46;0.31;2.5;0.126;24;64;0.99746;3.1;0.74;9.6;5
9.3;0.37;0.44;1.6;0.038;21;42;0.99526;3.24;0.81;10.8;7
9.4;0.5;0.34;3.6;0.082;5;14;0.9987;3.29;0.52;10.7;6
9.4;0.5;0.34;3.6;0.082;5;14;0.9987;3.29;0.52;10.7;6
7.2;0.61;0.08;4;0.082;26;108;0.99641;3.25;0.51;9.4;5
8.6;0.55;0.09;3.3;0.068;8;17;0.99735;3.23;0.44;10;5
5.1;0.585;0;1.7;0.044;14;86;0.99264;3.56;0.94;12.9;7
7.7;0.56;0.08;2.5;0.114;14;46;0.9971;3.24;0.66;9.6;6
8.4;0.52;0.22;2.7;0.084;4;18;0.99682;3.26;0.57;9.9;6
8.2;0.28;0.4;2.4;0.052;4;10;0.99356;3.33;0.7;12.8;7
8.4;0.25;0.39;2;0.041;4;10;0.99386;3.27;0.71;12.5;7
8.2;0.28;0.4;2.4;0.052;4;10;0.99356;3.33;0.7;12.8;7
7.4;0.53;0.12;1.9;0.165;4;12;0.99702;3.26;0.86;9.2;5
7.6;0.48;0.31;2.8;0.07;4;15;0.99693;3.22;0.55;10.3;6
7.3;0.49;0.1;2.6;0.068;4;14;0.99562;3.3;0.47;10.5;5
12.9;0.5;0.55;2.8;0.072;7;24;1.00012;3.09;0.68;10.9;6
10.8;0.45;0.33;2.5;0.099;20;38;0.99818;3.24;0.71;10.8;5
6.9;0.39;0.24;2.1;0.102;4;7;0.99462;3.44;0.58;11.4;4
12.6;0.41;0.54;2.8;0.103;19;41;0.99939;3.21;0.76;11.3;6
10.8;0.45;0.33;2.5;0.099;20;38;0.99818;3.24;0.71;10.8;5
9.8;0.51;0.19;3.2;0.081;8;30;0.9984;3.23;0.58;10.5;6
10.8;0.29;0.42;1.6;0.084;19;27;0.99545;3.28;0.73;11.9;6
7.1;0.715;0;2.35;0.071;21;47;0.99632;3.29;0.45;9.4;5
9.1;0.66;0.15;3.2;0.097;9;59;0.99976;3.28;0.54;9.6;5
7;0.685;0;1.9;0.099;9;22;0.99606;3.34;0.6;9.7;5
4.9;0.42;0;2.1;0.048;16;42;0.99154;3.71;0.74;14;7
6.7;0.54;0.13;2;0.076;15;36;0.9973;3.61;0.64;9.8;5
6.7;0.54;0.13;2;0.076;15;36;0.9973;3.61;0.64;9.8;5
7.1;0.48;0.28;2.8;0.068;6;16;0.99682;3.24;0.53;10.3;5
7.1;0.46;0.14;2.8;0.076;15;37;0.99624;3.36;0.49;10.7;5
7.5;0.27;0.34;2.3;0.05;4;8;0.9951;3.4;0.64;11;7
7.1;0.46;0.14;2.8;0.076;15;37;0.99624;3.36;0.49;10.7;5
7.8;0.57;0.09;2.3;0.065;34;45;0.99417;3.46;0.74;12.7;8
5.9;0.61;0.08;2.1;0.071;16;24;0.99376;3.56;0.77;11.1;6
7.5;0.685;0.07;2.5;0.058;5;9;0.99632;3.38;0.55;10.9;4
5.9;0.61;0.08;2.1;0.071;16;24;0.99376;3.56;0.77;11.1;6
10.4;0.44;0.42;1.5;0.145;34;48;0.99832;3.38;0.86;9.9;3
11.6;0.47;0.44;1.6;0.147;36;51;0.99836;3.38;0.86;9.9;4
8.8;0.685;0.26;1.6;0.088;16;23;0.99694;3.32;0.47;9.4;5
7.6;0.665;0.1;1.5;0.066;27;55;0.99655;3.39;0.51;9.3;5
6.7;0.28;0.28;2.4;0.012;36;100;0.99064;3.26;0.39;11.7;7
6.7;0.28;0.28;2.4;0.012;36;100;0.99064;3.26;0.39;11.7;7
10.1;0.31;0.35;1.6;0.075;9;28;0.99672;3.24;0.83;11.2;7
6;0.5;0.04;2.2;0.092;13;26;0.99647;3.46;0.47;10;5
11.1;0.42;0.47;2.65;0.085;9;34;0.99736;3.24;0.77;12.1;7
6.6;0.66;0;3;0.115;21;31;0.99629;3.45;0.63;10.3;5
10.6;0.5;0.45;2.6;0.119;34;68;0.99708;3.23;0.72;10.9;6
7.1;0.685;0.35;2;0.088;9;92;0.9963;3.28;0.62;9.4;5
9.9;0.25;0.46;1.7;0.062;26;42;0.9959;3.18;0.83;10.6;6
6.4;0.64;0.21;1.8;0.081;14;31;0.99689;3.59;0.66;9.8;5
6.4;0.64;0.21;1.8;0.081;14;31;0.99689;3.59;0.66;9.8;5
7.4;0.68;0.16;1.8;0.078;12;39;0.9977;3.5;0.7;9.9;6
6.4;0.64;0.21;1.8;0.081;14;31;0.99689;3.59;0.66;9.8;5
6.4;0.63;0.21;1.6;0.08;12;32;0.99689;3.58;0.66;9.8;5
9.3;0.43;0.44;1.9;0.085;9;22;0.99708;3.28;0.55;9.5;5
9.3;0.43;0.44;1.9;0.085;9;22;0.99708;3.28;0.55;9.5;5
8;0.42;0.32;2.5;0.08;26;122;0.99801;3.22;1.07;9.7;5
9.3;0.36;0.39;1.5;0.08;41;55;0.99652;3.47;0.73;10.9;6
9.3;0.36;0.39;1.5;0.08;41;55;0.99652;3.47;0.73;10.9;6
7.6;0.735;0.02;2.5;0.071;10;14;0.99538;3.51;0.71;11.7;7
9.3;0.36;0.39;1.5;0.08;41;55;0.99652;3.47;0.73;10.9;6
8.2;0.26;0.34;2.5;0.073;16;47;0.99594;3.4;0.78;11.3;7
11.7;0.28;0.47;1.7;0.054;17;32;0.99686;3.15;0.67;10.6;7
6.8;0.56;0.22;1.8;0.074;15;24;0.99438;3.4;0.82;11.2;6
7.2;0.62;0.06;2.7;0.077;15;85;0.99746;3.51;0.54;9.5;5
5.8;1.01;0.66;2;0.039;15;88;0.99357;3.66;0.6;11.5;6
7.5;0.42;0.32;2.7;0.067;7;25;0.99628;3.24;0.44;10.4;5
7.2;0.62;0.06;2.5;0.078;17;84;0.99746;3.51;0.53;9.7;5
7.2;0.62;0.06;2.7;0.077;15;85;0.99746;3.51;0.54;9.5;5
7.2;0.635;0.07;2.6;0.077;16;86;0.99748;3.51;0.54;9.7;5
6.8;0.49;0.22;2.3;0.071;13;24;0.99438;3.41;0.83;11.3;6
6.9;0.51;0.23;2;0.072;13;22;0.99438;3.4;0.84;11.2;6
6.8;0.56;0.22;1.8;0.074;15;24;0.99438;3.4;0.82;11.2;6
7.6;0.63;0.03;2;0.08;27;43;0.99578;3.44;0.64;10.9;6
7.7;0.715;0.01;2.1;0.064;31;43;0.99371;3.41;0.57;11.8;6
6.9;0.56;0.03;1.5;0.086;36;46;0.99522;3.53;0.57;10.6;5
7.3;0.35;0.24;2;0.067;28;48;0.99576;3.43;0.54;10;4
9.1;0.21;0.37;1.6;0.067;6;10;0.99552;3.23;0.58;11.1;7
10.4;0.38;0.46;2.1;0.104;6;10;0.99664;3.12;0.65;11.8;7
8.8;0.31;0.4;2.8;0.109;7;16;0.99614;3.31;0.79;11.8;7
7.1;0.47;0;2.2;0.067;7;14;0.99517;3.4;0.58;10.9;4
7.7;0.715;0.01;2.1;0.064;31;43;0.99371;3.41;0.57;11.8;6
8.8;0.61;0.19;4;0.094;30;69;0.99787;3.22;0.5;10;6
7.2;0.6;0.04;2.5;0.076;18;88;0.99745;3.53;0.55;9.5;5
9.2;0.56;0.18;1.6;0.078;10;21;0.99576;3.15;0.49;9.9;5
7.6;0.715;0;2.1;0.068;30;35;0.99533;3.48;0.65;11.4;6
8.4;0.31;0.29;3.1;0.194;14;26;0.99536;3.22;0.78;12;6
7.2;0.6;0.04;2.5;0.076;18;88;0.99745;3.53;0.55;9.5;5
8.8;0.61;0.19;4;0.094;30;69;0.99787;3.22;0.5;10;6
8.9;0.75;0.14;2.5;0.086;9;30;0.99824;3.34;0.64;10.5;5
9;0.8;0.12;2.4;0.083;8;28;0.99836;3.33;0.65;10.4;6
10.7;0.52;0.38;2.6;0.066;29;56;0.99577;3.15;0.79;12.1;7
6.8;0.57;0;2.5;0.072;32;64;0.99491;3.43;0.56;11.2;6
10.7;0.9;0.34;6.6;0.112;23;99;1.00289;3.22;0.68;9.3;5
7.2;0.34;0.24;2;0.071;30;52;0.99576;3.44;0.58;10.1;5
7.2;0.66;0.03;2.3;0.078;16;86;0.99743;3.53;0.57;9.7;5
10.1;0.45;0.23;1.9;0.082;10;18;0.99774;3.22;0.65;9.3;6
7.2;0.66;0.03;2.3;0.078;16;86;0.99743;3.53;0.57;9.7;5
7.2;0.63;0.03;2.2;0.08;17;88;0.99745;3.53;0.58;9.8;6
7.1;0.59;0.01;2.3;0.08;27;43;0.9955;3.42;0.58;10.7;6
8.3;0.31;0.39;2.4;0.078;17;43;0.99444;3.31;0.77;12.5;7
7.1;0.59;0.01;2.3;0.08;27;43;0.9955;3.42;0.58;10.7;6
8.3;0.31;0.39;2.4;0.078;17;43;0.99444;3.31;0.77;12.5;7
8.3;1.02;0.02;3.4;0.084;6;11;0.99892;3.48;0.49;11;3
8.9;0.31;0.36;2.6;0.056;10;39;0.99562;3.4;0.69;11.8;5
7.4;0.635;0.1;2.4;0.08;16;33;0.99736;3.58;0.69;10.8;7
7.4;0.635;0.1;2.4;0.08;16;33;0.99736;3.58;0.69;10.8;7
6.8;0.59;0.06;6;0.06;11;18;0.9962;3.41;0.59;10.8;7
6.8;0.59;0.06;6;0.06;11;18;0.9962;3.41;0.59;10.8;7
9.2;0.58;0.2;3;0.081;15;115;0.998;3.23;0.59;9.5;5
7.2;0.54;0.27;2.6;0.084;12;78;0.9964;3.39;0.71;11;5
6.1;0.56;0;2.2;0.079;6;9;0.9948;3.59;0.54;11.5;6
7.4;0.52;0.13;2.4;0.078;34;61;0.99528;3.43;0.59;10.8;6
7.3;0.305;0.39;1.2;0.059;7;11;0.99331;3.29;0.52;11.5;6
9.3;0.38;0.48;3.8;0.132;3;11;0.99577;3.23;0.57;13.2;6
9.1;0.28;0.46;9;0.114;3;9;0.99901;3.18;0.6;10.9;6
10;0.46;0.44;2.9;0.065;4;8;0.99674;3.33;0.62;12.2;6
9.4;0.395;0.46;4.6;0.094;3;10;0.99639;3.27;0.64;12.2;7
7.3;0.305;0.39;1.2;0.059;7;11;0.99331;3.29;0.52;11.5;6
8.6;0.315;0.4;2.2;0.079;3;6;0.99512;3.27;0.67;11.9;6
5.3;0.715;0.19;1.5;0.161;7;62;0.99395;3.62;0.61;11;5
6.8;0.41;0.31;8.8;0.084;26;45;0.99824;3.38;0.64;10.1;6
8.4;0.36;0.32;2.2;0.081;32;79;0.9964;3.3;0.72;11;6
8.4;0.62;0.12;1.8;0.072;38;46;0.99504;3.38;0.89;11.8;6
9.6;0.41;0.37;2.3;0.091;10;23;0.99786;3.24;0.56;10.5;5
8.4;0.36;0.32;2.2;0.081;32;79;0.9964;3.3;0.72;11;6
8.4;0.62;0.12;1.8;0.072;38;46;0.99504;3.38;0.89;11.8;6
6.8;0.41;0.31;8.8;0.084;26;45;0.99824;3.38;0.64;10.1;6
8.6;0.47;0.27;2.3;0.055;14;28;0.99516;3.18;0.8;11.2;5
8.6;0.22;0.36;1.9;0.064;53;77;0.99604;3.47;0.87;11;7
9.4;0.24;0.33;2.3;0.061;52;73;0.99786;3.47;0.9;10.2;6
8.4;0.67;0.19;2.2;0.093;11;75;0.99736;3.2;0.59;9.2;4
8.6;0.47;0.27;2.3;0.055;14;28;0.99516;3.18;0.8;11.2;5
8.7;0.33;0.38;3.3;0.063;10;19;0.99468;3.3;0.73;12;7
6.6;0.61;0.01;1.9;0.08;8;25;0.99746;3.69;0.73;10.5;5
7.4;0.61;0.01;2;0.074;13;38;0.99748;3.48;0.65;9.8;5
7.6;0.4;0.29;1.9;0.078;29;66;0.9971;3.45;0.59;9.5;6
7.4;0.61;0.01;2;0.074;13;38;0.99748;3.48;0.65;9.8;5
6.6;0.61;0.01;1.9;0.08;8;25;0.99746;3.69;0.73;10.5;5
8.8;0.3;0.38;2.3;0.06;19;72;0.99543;3.39;0.72;11.8;6
8.8;0.3;0.38;2.3;0.06;19;72;0.99543;3.39;0.72;11.8;6
12;0.63;0.5;1.4;0.071;6;26;0.99791;3.07;0.6;10.4;4
7.2;0.38;0.38;2.8;0.068;23;42;0.99356;3.34;0.72;12.9;7
6.2;0.46;0.17;1.6;0.073;7;11;0.99425;3.61;0.54;11.4;5
9.6;0.33;0.52;2.2;0.074;13;25;0.99509;3.36;0.76;12.4;7
9.9;0.27;0.49;5;0.082;9;17;0.99484;3.19;0.52;12.5;7
10.1;0.43;0.4;2.6;0.092;13;52;0.99834;3.22;0.64;10;7
9.8;0.5;0.34;2.3;0.094;10;45;0.99864;3.24;0.6;9.7;7
8.3;0.3;0.49;3.8;0.09;11;24;0.99498;3.27;0.64;12.1;7
10.2;0.44;0.42;2;0.071;7;20;0.99566;3.14;0.79;11.1;7
10.2;0.44;0.58;4.1;0.092;11;24;0.99745;3.29;0.99;12;7
8.3;0.28;0.48;2.1;0.093;6;12;0.99408;3.26;0.62;12.4;7
8.9;0.12;0.45;1.8;0.075;10;21;0.99552;3.41;0.76;11.9;7
8.9;0.12;0.45;1.8;0.075;10;21;0.99552;3.41;0.76;11.9;7
8.9;0.12;0.45;1.8;0.075;10;21;0.99552;3.41;0.76;11.9;7
8.3;0.28;0.48;2.1;0.093;6;12;0.99408;3.26;0.62;12.4;7
8.2;0.31;0.4;2.2;0.058;6;10;0.99536;3.31;0.68;11.2;7
10.2;0.34;0.48;2.1;0.052;5;9;0.99458;3.2;0.69;12.1;7
7.6;0.43;0.4;2.7;0.082;6;11;0.99538;3.44;0.54;12.2;6
8.5;0.21;0.52;1.9;0.09;9;23;0.99648;3.36;0.67;10.4;5
9;0.36;0.52;2.1;0.111;5;10;0.99568;3.31;0.62;11.3;6
9.5;0.37;0.52;2;0.088;12;51;0.99613;3.29;0.58;11.1;6
6.4;0.57;0.12;2.3;0.12;25;36;0.99519;3.47;0.71;11.3;7
8;0.59;0.05;2;0.089;12;32;0.99735;3.36;0.61;10;5
8.5;0.47;0.27;1.9;0.058;18;38;0.99518;3.16;0.85;11.1;6
7.1;0.56;0.14;1.6;0.078;7;18;0.99592;3.27;0.62;9.3;5
6.6;0.57;0.02;2.1;0.115;6;16;0.99654;3.38;0.69;9.5;5
8.8;0.27;0.39;2;0.1;20;27;0.99546;3.15;0.69;11.2;6
8.5;0.47;0.27;1.9;0.058;18;38;0.99518;3.16;0.85;11.1;6
8.3;0.34;0.4;2.4;0.065;24;48;0.99554;3.34;0.86;11;6
9;0.38;0.41;2.4;0.103;6;10;0.99604;3.13;0.58;11.9;7
8.5;0.66;0.2;2.1;0.097;23;113;0.99733;3.13;0.48;9.2;5
9;0.4;0.43;2.4;0.068;29;46;0.9943;3.2;0.6;12.2;6
6.7;0.56;0.09;2.9;0.079;7;22;0.99669;3.46;0.61;10.2;5
10.4;0.26;0.48;1.9;0.066;6;10;0.99724;3.33;0.87;10.9;6
10.4;0.26;0.48;1.9;0.066;6;10;0.99724;3.33;0.87;10.9;6
10.1;0.38;0.5;2.4;0.104;6;13;0.99643;3.22;0.65;11.6;7
8.5;0.34;0.44;1.7;0.079;6;12;0.99605;3.52;0.63;10.7;5
8.8;0.33;0.41;5.9;0.073;7;13;0.99658;3.3;0.62;12.1;7
7.2;0.41;0.3;2.1;0.083;35;72;0.997;3.44;0.52;9.4;5
7.2;0.41;0.3;2.1;0.083;35;72;0.997;3.44;0.52;9.4;5
8.4;0.59;0.29;2.6;0.109;31;119;0.99801;3.15;0.5;9.1;5
7;0.4;0.32;3.6;0.061;9;29;0.99416;3.28;0.49;11.3;7
12.2;0.45;0.49;1.4;0.075;3;6;0.9969;3.13;0.63;10.4;5
9.1;0.5;0.3;1.9;0.065;8;17;0.99774;3.32;0.71;10.5;6
9.5;0.86;0.26;1.9;0.079;13;28;0.99712;3.25;0.62;10;5
7.3;0.52;0.32;2.1;0.07;51;70;0.99418;3.34;0.82;12.9;6
9.1;0.5;0.3;1.9;0.065;8;17;0.99774;3.32;0.71;10.5;6
12.2;0.45;0.49;1.4;0.075;3;6;0.9969;3.13;0.63;10.4;5
7.4;0.58;0;2;0.064;7;11;0.99562;3.45;0.58;11.3;6
9.8;0.34;0.39;1.4;0.066;3;7;0.9947;3.19;0.55;11.4;7
7.1;0.36;0.3;1.6;0.08;35;70;0.99693;3.44;0.5;9.4;5
7.7;0.39;0.12;1.7;0.097;19;27;0.99596;3.16;0.49;9.4;5
9.7;0.295;0.4;1.5;0.073;14;21;0.99556;3.14;0.51;10.9;6
7.7;0.39;0.12;1.7;0.097;19;27;0.99596;3.16;0.49;9.4;5
7.1;0.34;0.28;2;0.082;31;68;0.99694;3.45;0.48;9.4;5
6.5;0.4;0.1;2;0.076;30;47;0.99554;3.36;0.48;9.4;6
7.1;0.34;0.28;2;0.082;31;68;0.99694;3.45;0.48;9.4;5
10;0.35;0.45;2.5;0.092;20;88;0.99918;3.15;0.43;9.4;5
7.7;0.6;0.06;2;0.079;19;41;0.99697;3.39;0.62;10.1;6
5.6;0.66;0;2.2;0.087;3;11;0.99378;3.71;0.63;12.8;7
5.6;0.66;0;2.2;0.087;3;11;0.99378;3.71;0.63;12.8;7
8.9;0.84;0.34;1.4;0.05;4;10;0.99554;3.12;0.48;9.1;6
6.4;0.69;0;1.65;0.055;7;12;0.99162;3.47;0.53;12.9;6
7.5;0.43;0.3;2.2;0.062;6;12;0.99495;3.44;0.72;11.5;7
9.9;0.35;0.38;1.5;0.058;31;47;0.99676;3.26;0.82;10.6;7
9.1;0.29;0.33;2.05;0.063;13;27;0.99516;3.26;0.84;11.7;7
6.8;0.36;0.32;1.8;0.067;4;8;0.9928;3.36;0.55;12.8;7
8.2;0.43;0.29;1.6;0.081;27;45;0.99603;3.25;0.54;10.3;5
6.8;0.36;0.32;1.8;0.067;4;8;0.9928;3.36;0.55;12.8;7
9.1;0.29;0.33;2.05;0.063;13;27;0.99516;3.26;0.84;11.7;7
9.1;0.3;0.34;2;0.064;12;25;0.99516;3.26;0.84;11.7;7
8.9;0.35;0.4;3.6;0.11;12;24;0.99549;3.23;0.7;12;7
9.6;0.5;0.36;2.8;0.116;26;55;0.99722;3.18;0.68;10.9;5
8.9;0.28;0.45;1.7;0.067;7;12;0.99354;3.25;0.55;12.3;7
8.9;0.32;0.31;2;0.088;12;19;0.9957;3.17;0.55;10.4;6
7.7;1.005;0.15;2.1;0.102;11;32;0.99604;3.23;0.48;10;5
7.5;0.71;0;1.6;0.092;22;31;0.99635;3.38;0.58;10;6
8;0.58;0.16;2;0.12;3;7;0.99454;3.22;0.58;11.2;6
10.5;0.39;0.46;2.2;0.075;14;27;0.99598;3.06;0.84;11.4;6
8.9;0.38;0.4;2.2;0.068;12;28;0.99486;3.27;0.75;12.6;7
8;0.18;0.37;0.9;0.049;36;109;0.99007;2.89;0.44;12.7;6
8;0.18;0.37;0.9;0.049;36;109;0.99007;2.89;0.44;12.7;6
7;0.5;0.14;1.8;0.078;10;23;0.99636;3.53;0.61;10.4;5
11.3;0.36;0.66;2.4;0.123;3;8;0.99642;3.2;0.53;11.9;6
11.3;0.36;0.66;2.4;0.123;3;8;0.99642;3.2;0.53;11.9;6
7;0.51;0.09;2.1;0.062;4;9;0.99584;3.35;0.54;10.5;5
8.2;0.32;0.42;2.3;0.098;3;9;0.99506;3.27;0.55;12.3;6
7.7;0.58;0.01;1.8;0.088;12;18;0.99568;3.32;0.56;10.5;7
8.6;0.83;0;2.8;0.095;17;43;0.99822;3.33;0.6;10.4;6
7.9;0.31;0.32;1.9;0.066;14;36;0.99364;3.41;0.56;12.6;6
6.4;0.795;0;2.2;0.065;28;52;0.99378;3.49;0.52;11.6;5
7.2;0.34;0.21;2.5;0.075;41;68;0.99586;3.37;0.54;10.1;6
7.7;0.58;0.01;1.8;0.088;12;18;0.99568;3.32;0.56;10.5;7
7.1;0.59;0;2.1;0.091;9;14;0.99488;3.42;0.55;11.5;7
7.3;0.55;0.01;1.8;0.093;9;15;0.99514;3.35;0.58;11;7
8.1;0.82;0;4.1;0.095;5;14;0.99854;3.36;0.53;9.6;5
7.5;0.57;0.08;2.6;0.089;14;27;0.99592;3.3;0.59;10.4;6
8.9;0.745;0.18;2.5;0.077;15;48;0.99739;3.2;0.47;9.7;6
10.1;0.37;0.34;2.4;0.085;5;17;0.99683;3.17;0.65;10.6;7
7.6;0.31;0.34;2.5;0.082;26;35;0.99356;3.22;0.59;12.5;7
7.3;0.91;0.1;1.8;0.074;20;56;0.99672;3.35;0.56;9.2;5
8.7;0.41;0.41;6.2;0.078;25;42;0.9953;3.24;0.77;12.6;7
8.9;0.5;0.21;2.2;0.088;21;39;0.99692;3.33;0.83;11.1;6
7.4;0.965;0;2.2;0.088;16;32;0.99756;3.58;0.67;10.2;5
6.9;0.49;0.19;1.7;0.079;13;26;0.99547;3.38;0.64;9.8;6
8.9;0.5;0.21;2.2;0.088;21;39;0.99692;3.33;0.83;11.1;6
9.5;0.39;0.41;8.9;0.069;18;39;0.99859;3.29;0.81;10.9;7
6.4;0.39;0.33;3.3;0.046;12;53;0.99294;3.36;0.62;12.2;6
6.9;0.44;0;1.4;0.07;32;38;0.99438;3.32;0.58;11.4;6
7.6;0.78;0;1.7;0.076;33;45;0.99612;3.31;0.62;10.7;6
7.1;0.43;0.17;1.8;0.082;27;51;0.99634;3.49;0.64;10.4;5
9.3;0.49;0.36;1.7;0.081;3;14;0.99702;3.27;0.78;10.9;6
9.3;0.5;0.36;1.8;0.084;6;17;0.99704;3.27;0.77;10.8;6
7.1;0.43;0.17;1.8;0.082;27;51;0.99634;3.49;0.64;10.4;5
8.5;0.46;0.59;1.4;0.414;16;45;0.99702;3.03;1.34;9.2;5
5.6;0.605;0.05;2.4;0.073;19;25;0.99258;3.56;0.55;12.9;5
8.3;0.33;0.42;2.3;0.07;9;20;0.99426;3.38;0.77;12.7;7
8.2;0.64;0.27;2;0.095;5;77;0.99747;3.13;0.62;9.1;6
8.2;0.64;0.27;2;0.095;5;77;0.99747;3.13;0.62;9.1;6
8.9;0.48;0.53;4;0.101;3;10;0.99586;3.21;0.59;12.1;7
7.6;0.42;0.25;3.9;0.104;28;90;0.99784;3.15;0.57;9.1;5
9.9;0.53;0.57;2.4;0.093;30;52;0.9971;3.19;0.76;11.6;7
8.9;0.48;0.53;4;0.101;3;10;0.99586;3.21;0.59;12.1;7
11.6;0.23;0.57;1.8;0.074;3;8;0.9981;3.14;0.7;9.9;6
9.1;0.4;0.5;1.8;0.071;7;16;0.99462;3.21;0.69;12.5;8
8;0.38;0.44;1.9;0.098;6;15;0.9956;3.3;0.64;11.4;6
10.2;0.29;0.65;2.4;0.075;6;17;0.99565;3.22;0.63;11.8;6
8.2;0.74;0.09;2;0.067;5;10;0.99418;3.28;0.57;11.8;6
7.7;0.61;0.18;2.4;0.083;6;20;0.9963;3.29;0.6;10.2;6
6.6;0.52;0.08;2.4;0.07;13;26;0.99358;3.4;0.72;12.5;7
11.1;0.31;0.53;2.2;0.06;3;10;0.99572;3.02;0.83;10.9;7
11.1;0.31;0.53;2.2;0.06;3;10;0.99572;3.02;0.83;10.9;7
8;0.62;0.35;2.8;0.086;28;52;0.997;3.31;0.62;10.8;5
9.3;0.33;0.45;1.5;0.057;19;37;0.99498;3.18;0.89;11.1;7
7.5;0.77;0.2;8.1;0.098;30;92;0.99892;3.2;0.58;9.2;5
7.2;0.35;0.26;1.8;0.083;33;75;0.9968;3.4;0.58;9.5;6
8;0.62;0.33;2.7;0.088;16;37;0.9972;3.31;0.58;10.7;6
7.5;0.77;0.2;8.1;0.098;30;92;0.99892;3.2;0.58;9.2;5
9.1;0.25;0.34;2;0.071;45;67;0.99769;3.44;0.86;10.2;7
9.9;0.32;0.56;2;0.073;3;8;0.99534;3.15;0.73;11.4;6
8.6;0.37;0.65;6.4;0.08;3;8;0.99817;3.27;0.58;11;5
8.6;0.37;0.65;6.4;0.08;3;8;0.99817;3.27;0.58;11;5
7.9;0.3;0.68;8.3;0.05;37.5;278;0.99316;3.01;0.51;12.3;7
10.3;0.27;0.56;1.4;0.047;3;8;0.99471;3.16;0.51;11.8;6
7.9;0.3;0.68;8.3;0.05;37.5;289;0.99316;3.01;0.51;12.3;7
7.2;0.38;0.3;1.8;0.073;31;70;0.99685;3.42;0.59;9.5;6
8.7;0.42;0.45;2.4;0.072;32;59;0.99617;3.33;0.77;12;6
7.2;0.38;0.3;1.8;0.073;31;70;0.99685;3.42;0.59;9.5;6
6.8;0.48;0.08;1.8;0.074;40;64;0.99529;3.12;0.49;9.6;5
8.5;0.34;0.4;4.7;0.055;3;9;0.99738;3.38;0.66;11.6;7
7.9;0.19;0.42;1.6;0.057;18;30;0.994;3.29;0.69;11.2;6
11.6;0.41;0.54;1.5;0.095;22;41;0.99735;3.02;0.76;9.9;7
11.6;0.41;0.54;1.5;0.095;22;41;0.99735;3.02;0.76;9.9;7
10;0.26;0.54;1.9;0.083;42;74;0.99451;2.98;0.63;11.8;8
7.9;0.34;0.42;2;0.086;8;19;0.99546;3.35;0.6;11.4;6
7;0.54;0.09;2;0.081;10;16;0.99479;3.43;0.59;11.5;6
9.2;0.31;0.36;2.2;0.079;11;31;0.99615;3.33;0.86;12;7
6.6;0.725;0.09;5.5;0.117;9;17;0.99655;3.35;0.49;10.8;6
9.4;0.4;0.47;2.5;0.087;6;20;0.99772;3.15;0.5;10.5;5
6.6;0.725;0.09;5.5;0.117;9;17;0.99655;3.35;0.49;10.8;6
8.6;0.52;0.38;1.5;0.096;5;18;0.99666;3.2;0.52;9.4;5
8;0.31;0.45;2.1;0.216;5;16;0.99358;3.15;0.81;12.5;7
8.6;0.52;0.38;1.5;0.096;5;18;0.99666;3.2;0.52;9.4;5
8.4;0.34;0.42;2.1;0.072;23;36;0.99392;3.11;0.78;12.4;6
7.4;0.49;0.27;2.1;0.071;14;25;0.99388;3.35;0.63;12;6
6.1;0.48;0.09;1.7;0.078;18;30;0.99402;3.45;0.54;11.2;6
7.4;0.49;0.27;2.1;0.071;14;25;0.99388;3.35;0.63;12;6
8;0.48;0.34;2.2;0.073;16;25;0.9936;3.28;0.66;12.4;6
6.3;0.57;0.28;2.1;0.048;13;49;0.99374;3.41;0.6;12.8;5
8.2;0.23;0.42;1.9;0.069;9;17;0.99376;3.21;0.54;12.3;6
9.1;0.3;0.41;2;0.068;10;24;0.99523;3.27;0.85;11.7;7
8.1;0.78;0.1;3.3;0.09;4;13;0.99855;3.36;0.49;9.5;5
10.8;0.47;0.43;2.1;0.171;27;66;0.9982;3.17;0.76;10.8;6
8.3;0.53;0;1.4;0.07;6;14;0.99593;3.25;0.64;10;6
5.4;0.42;0.27;2;0.092;23;55;0.99471;3.78;0.64;12.3;7
7.9;0.33;0.41;1.5;0.056;6;35;0.99396;3.29;0.71;11;6
8.9;0.24;0.39;1.6;0.074;3;10;0.99698;3.12;0.59;9.5;6
5;0.4;0.5;4.3;0.046;29;80;0.9902;3.49;0.66;13.6;6
7;0.69;0.07;2.5;0.091;15;21;0.99572;3.38;0.6;11.3;6
7;0.69;0.07;2.5;0.091;15;21;0.99572;3.38;0.6;11.3;6
7;0.69;0.07;2.5;0.091;15;21;0.99572;3.38;0.6;11.3;6
7.1;0.39;0.12;2.1;0.065;14;24;0.99252;3.3;0.53;13.3;6
5.6;0.66;0;2.5;0.066;7;15;0.99256;3.52;0.58;12.9;5
7.9;0.54;0.34;2.5;0.076;8;17;0.99235;3.2;0.72;13.1;8
6.6;0.5;0;1.8;0.062;21;28;0.99352;3.44;0.55;12.3;6
6.3;0.47;0;1.4;0.055;27;33;0.9922;3.45;0.48;12.3;6
10.7;0.4;0.37;1.9;0.081;17;29;0.99674;3.12;0.65;11.2;6
6.5;0.58;0;2.2;0.096;3;13;0.99557;3.62;0.62;11.5;4
8.8;0.24;0.35;1.7;0.055;13;27;0.99394;3.14;0.59;11.3;7
5.8;0.29;0.26;1.7;0.063;3;11;0.9915;3.39;0.54;13.5;6
6.3;0.76;0;2.9;0.072;26;52;0.99379;3.51;0.6;11.5;6
10;0.43;0.33;2.7;0.095;28;89;0.9984;3.22;0.68;10;5
10.5;0.43;0.35;3.3;0.092;24;70;0.99798;3.21;0.69;10.5;6
9.1;0.6;0;1.9;0.058;5;10;0.9977;3.18;0.63;10.4;6
5.9;0.19;0.21;1.7;0.045;57;135;0.99341;3.32;0.44;9.5;5
7.4;0.36;0.34;1.8;0.075;18;38;0.9933;3.38;0.88;13.6;7
7.2;0.48;0.07;5.5;0.089;10;18;0.99684;3.37;0.68;11.2;7
8.5;0.28;0.35;1.7;0.061;6;15;0.99524;3.3;0.74;11.8;7
8;0.25;0.43;1.7;0.067;22;50;0.9946;3.38;0.6;11.9;6
10.4;0.52;0.45;2;0.08;6;13;0.99774;3.22;0.76;11.4;6
10.4;0.52;0.45;2;0.08;6;13;0.99774;3.22;0.76;11.4;6
7.5;0.41;0.15;3.7;0.104;29;94;0.99786;3.14;0.58;9.1;5
8.2;0.51;0.24;2;0.079;16;86;0.99764;3.34;0.64;9.5;6
7.3;0.4;0.3;1.7;0.08;33;79;0.9969;3.41;0.65;9.5;6
8.2;0.38;0.32;2.5;0.08;24;71;0.99624;3.27;0.85;11;6
6.9;0.45;0.11;2.4;0.043;6;12;0.99354;3.3;0.65;11.4;6
7;0.22;0.3;1.8;0.065;16;20;0.99672;3.61;0.82;10;6
7.3;0.32;0.23;2.3;0.066;35;70;0.99588;3.43;0.62;10.1;5
8.2;0.2;0.43;2.5;0.076;31;51;0.99672;3.53;0.81;10.4;6
7.8;0.5;0.12;1.8;0.178;6;21;0.996;3.28;0.87;9.8;6
10;0.41;0.45;6.2;0.071;6;14;0.99702;3.21;0.49;11.8;7
7.8;0.39;0.42;2;0.086;9;21;0.99526;3.39;0.66;11.6;6
10;0.35;0.47;2;0.061;6;11;0.99585;3.23;0.52;12;6
8.2;0.33;0.32;2.8;0.067;4;12;0.99473;3.3;0.76;12.8;7
6.1;0.58;0.23;2.5;0.044;16;70;0.99352;3.46;0.65;12.5;6
8.3;0.6;0.25;2.2;0.118;9;38;0.99616;3.15;0.53;9.8;5
9.6;0.42;0.35;2.1;0.083;17;38;0.99622;3.23;0.66;11.1;6
6.6;0.58;0;2.2;0.1;50;63;0.99544;3.59;0.68;11.4;6
8.3;0.6;0.25;2.2;0.118;9;38;0.99616;3.15;0.53;9.8;5
8.5;0.18;0.51;1.75;0.071;45;88;0.99524;3.33;0.76;11.8;7
5.1;0.51;0.18;2.1;0.042;16;101;0.9924;3.46;0.87;12.9;7
6.7;0.41;0.43;2.8;0.076;22;54;0.99572;3.42;1.16;10.6;6
10.2;0.41;0.43;2.2;0.11;11;37;0.99728;3.16;0.67;10.8;5
10.6;0.36;0.57;2.3;0.087;6;20;0.99676;3.14;0.72;11.1;7
8.8;0.45;0.43;1.4;0.076;12;21;0.99551;3.21;0.75;10.2;6
8.5;0.32;0.42;2.3;0.075;12;19;0.99434;3.14;0.71;11.8;7
9;0.785;0.24;1.7;0.078;10;21;0.99692;3.29;0.67;10;5
9;0.785;0.24;1.7;0.078;10;21;0.99692;3.29;0.67;10;5
8.5;0.44;0.5;1.9;0.369;15;38;0.99634;3.01;1.1;9.4;5
9.9;0.54;0.26;2;0.111;7;60;0.99709;2.94;0.98;10.2;5
8.2;0.33;0.39;2.5;0.074;29;48;0.99528;3.32;0.88;12.4;7
6.5;0.34;0.27;2.8;0.067;8;44;0.99384;3.21;0.56;12;6
7.6;0.5;0.29;2.3;0.086;5;14;0.99502;3.32;0.62;11.5;6
9.2;0.36;0.34;1.6;0.062;5;12;0.99667;3.2;0.67;10.5;6
7.1;0.59;0;2.2;0.078;26;44;0.99522;3.42;0.68;10.8;6
9.7;0.42;0.46;2.1;0.074;5;16;0.99649;3.27;0.74;12.3;6
7.6;0.36;0.31;1.7;0.079;26;65;0.99716;3.46;0.62;9.5;6
7.6;0.36;0.31;1.7;0.079;26;65;0.99716;3.46;0.62;9.5;6
6.5;0.61;0;2.2;0.095;48;59;0.99541;3.61;0.7;11.5;6
6.5;0.88;0.03;5.6;0.079;23;47;0.99572;3.58;0.5;11.2;4
7.1;0.66;0;2.4;0.052;6;11;0.99318;3.35;0.66;12.7;7
5.6;0.915;0;2.1;0.041;17;78;0.99346;3.68;0.73;11.4;5
8.2;0.35;0.33;2.4;0.076;11;47;0.99599;3.27;0.81;11;6
8.2;0.35;0.33;2.4;0.076;11;47;0.99599;3.27;0.81;11;6
9.8;0.39;0.43;1.65;0.068;5;11;0.99478;3.19;0.46;11.4;5
10.2;0.4;0.4;2.5;0.068;41;54;0.99754;3.38;0.86;10.5;6
6.8;0.66;0.07;1.6;0.07;16;61;0.99572;3.29;0.6;9.3;5
6.7;0.64;0.23;2.1;0.08;11;119;0.99538;3.36;0.7;10.9;5
7;0.43;0.3;2;0.085;6;39;0.99346;3.33;0.46;11.9;6
6.6;0.8;0.03;7.8;0.079;6;12;0.9963;3.52;0.5;12.2;5
7;0.43;0.3;2;0.085;6;39;0.99346;3.33;0.46;11.9;6
6.7;0.64;0.23;2.1;0.08;11;119;0.99538;3.36;0.7;10.9;5
8.8;0.955;0.05;1.8;0.075;5;19;0.99616;3.3;0.44;9.6;4
9.1;0.4;0.57;4.6;0.08;6;20;0.99652;3.28;0.57;12.5;6
6.5;0.885;0;2.3;0.166;6;12;0.99551;3.56;0.51;10.8;5
7.2;0.25;0.37;2.5;0.063;11;41;0.99439;3.52;0.8;12.4;7
6.4;0.885;0;2.3;0.166;6;12;0.99551;3.56;0.51;10.8;5
7;0.745;0.12;1.8;0.114;15;64;0.99588;3.22;0.59;9.5;6
6.2;0.43;0.22;1.8;0.078;21;56;0.99633;3.52;0.6;9.5;6
7.9;0.58;0.23;2.3;0.076;23;94;0.99686;3.21;0.58;9.5;6
7.7;0.57;0.21;1.5;0.069;4;9;0.99458;3.16;0.54;9.8;6
7.7;0.26;0.26;2;0.052;19;77;0.9951;3.15;0.79;10.9;6
7.9;0.58;0.23;2.3;0.076;23;94;0.99686;3.21;0.58;9.5;6
7.7;0.57;0.21;1.5;0.069;4;9;0.99458;3.16;0.54;9.8;6
7.9;0.34;0.36;1.9;0.065;5;10;0.99419;3.27;0.54;11.2;7
8.6;0.42;0.39;1.8;0.068;6;12;0.99516;3.35;0.69;11.7;8
9.9;0.74;0.19;5.8;0.111;33;76;0.99878;3.14;0.55;9.4;5
7.2;0.36;0.46;2.1;0.074;24;44;0.99534;3.4;0.85;11;7
7.2;0.36;0.46;2.1;0.074;24;44;0.99534;3.4;0.85;11;7
7.2;0.36;0.46;2.1;0.074;24;44;0.99534;3.4;0.85;11;7
9.9;0.72;0.55;1.7;0.136;24;52;0.99752;3.35;0.94;10;5
7.2;0.36;0.46;2.1;0.074;24;44;0.99534;3.4;0.85;11;7
6.2;0.39;0.43;2;0.071;14;24;0.99428;3.45;0.87;11.2;7
6.8;0.65;0.02;2.1;0.078;8;15;0.99498;3.35;0.62;10.4;6
6.6;0.44;0.15;2.1;0.076;22;53;0.9957;3.32;0.62;9.3;5
6.8;0.65;0.02;2.1;0.078;8;15;0.99498;3.35;0.62;10.4;6
9.6;0.38;0.42;1.9;0.071;5;13;0.99659;3.15;0.75;10.5;6
10.2;0.33;0.46;1.9;0.081;6;9;0.99628;3.1;0.48;10.4;6
8.8;0.27;0.46;2.1;0.095;20;29;0.99488;3.26;0.56;11.3;6
7.9;0.57;0.31;2;0.079;10;79;0.99677;3.29;0.69;9.5;6
8.2;0.34;0.37;1.9;0.057;43;74;0.99408;3.23;0.81;12;6
8.2;0.4;0.31;1.9;0.082;8;24;0.996;3.24;0.69;10.6;6
9;0.39;0.4;1.3;0.044;25;50;0.99478;3.2;0.83;10.9;6
10.9;0.32;0.52;1.8;0.132;17;44;0.99734;3.28;0.77;11.5;6
10.9;0.32;0.52;1.8;0.132;17;44;0.99734;3.28;0.77;11.5;6
8.1;0.53;0.22;2.2;0.078;33;89;0.99678;3.26;0.46;9.6;6
10.5;0.36;0.47;2.2;0.074;9;23;0.99638;3.23;0.76;12;6
12.6;0.39;0.49;2.5;0.08;8;20;0.9992;3.07;0.82;10.3;6
9.2;0.46;0.23;2.6;0.091;18;77;0.99922;3.15;0.51;9.4;5
7.5;0.58;0.03;4.1;0.08;27;46;0.99592;3.02;0.47;9.2;5
9;0.58;0.25;2;0.104;8;21;0.99769;3.27;0.72;9.6;5
5.1;0.42;0;1.8;0.044;18;88;0.99157;3.68;0.73;13.6;7
7.6;0.43;0.29;2.1;0.075;19;66;0.99718;3.4;0.64;9.5;5
7.7;0.18;0.34;2.7;0.066;15;58;0.9947;3.37;0.78;11.8;6
7.8;0.815;0.01;2.6;0.074;48;90;0.99621;3.38;0.62;10.8;5
7.6;0.43;0.29;2.1;0.075;19;66;0.99718;3.4;0.64;9.5;5
10.2;0.23;0.37;2.2;0.057;14;36;0.99614;3.23;0.49;9.3;4
7.1;0.75;0.01;2.2;0.059;11;18;0.99242;3.39;0.4;12.8;6
6;0.33;0.32;12.9;0.054;6;113;0.99572;3.3;0.56;11.5;4
7.8;0.55;0;1.7;0.07;7;17;0.99659;3.26;0.64;9.4;6
7.1;0.75;0.01;2.2;0.059;11;18;0.99242;3.39;0.4;12.8;6
8.1;0.73;0;2.5;0.081;12;24;0.99798;3.38;0.46;9.6;4
6.5;0.67;0;4.3;0.057;11;20;0.99488;3.45;0.56;11.8;4
7.5;0.61;0.2;1.7;0.076;36;60;0.99494;3.1;0.4;9.3;5
9.8;0.37;0.39;2.5;0.079;28;65;0.99729;3.16;0.59;9.8;5
9;0.4;0.41;2;0.058;15;40;0.99414;3.22;0.6;12.2;6
8.3;0.56;0.22;2.4;0.082;10;86;0.9983;3.37;0.62;9.5;5
5.9;0.29;0.25;13.4;0.067;72;160;0.99721;3.33;0.54;10.3;6
7.4;0.55;0.19;1.8;0.082;15;34;0.99655;3.49;0.68;10.5;5
7.4;0.74;0.07;1.7;0.086;15;48;0.99502;3.12;0.48;10;5
7.4;0.55;0.19;1.8;0.082;15;34;0.99655;3.49;0.68;10.5;5
6.9;0.41;0.33;2.2;0.081;22;36;0.9949;3.41;0.75;11.1;6
7.1;0.6;0.01;2.3;0.079;24;37;0.99514;3.4;0.61;10.9;6
7.1;0.6;0.01;2.3;0.079;24;37;0.99514;3.4;0.61;10.9;6
7.5;0.58;0.14;2.2;0.077;27;60;0.9963;3.28;0.59;9.8;5
7.1;0.72;0;1.8;0.123;6;14;0.99627;3.45;0.58;9.8;5
7.9;0.66;0;1.4;0.096;6;13;0.99569;3.43;0.58;9.5;5
7.8;0.7;0.06;1.9;0.079;20;35;0.99628;3.4;0.69;10.9;5
6.1;0.64;0.02;2.4;0.069;26;46;0.99358;3.47;0.45;11;5
7.5;0.59;0.22;1.8;0.082;43;60;0.99499;3.1;0.42;9.2;5
7;0.58;0.28;4.8;0.085;12;69;0.99633;3.32;0.7;11;6
6.8;0.64;0;2.7;0.123;15;33;0.99538;3.44;0.63;11.3;6
6.8;0.64;0;2.7;0.123;15;33;0.99538;3.44;0.63;11.3;6
8.6;0.635;0.68;1.8;0.403;19;56;0.99632;3.02;1.15;9.3;5
6.3;1.02;0;2;0.083;17;24;0.99437;3.59;0.55;11.2;4
9.8;0.45;0.38;2.5;0.081;34;66;0.99726;3.15;0.58;9.8;5
8.2;0.78;0;2.2;0.089;13;26;0.9978;3.37;0.46;9.6;4
8.5;0.37;0.32;1.8;0.066;26;51;0.99456;3.38;0.72;11.8;6
7.2;0.57;0.05;2.3;0.081;16;36;0.99564;3.38;0.6;10.3;6
7.2;0.57;0.05;2.3;0.081;16;36;0.99564;3.38;0.6;10.3;6
10.4;0.43;0.5;2.3;0.068;13;19;0.996;3.1;0.87;11.4;6
6.9;0.41;0.31;2;0.079;21;51;0.99668;3.47;0.55;9.5;6
5.5;0.49;0.03;1.8;0.044;28;87;0.9908;3.5;0.82;14;8
5;0.38;0.01;1.6;0.048;26;60;0.99084;3.7;0.75;14;6
7.3;0.44;0.2;1.6;0.049;24;64;0.9935;3.38;0.57;11.7;6
5.9;0.46;0;1.9;0.077;25;44;0.99385;3.5;0.53;11.2;5
7.5;0.58;0.2;2;0.073;34;44;0.99494;3.1;0.43;9.3;5
7.8;0.58;0.13;2.1;0.102;17;36;0.9944;3.24;0.53;11.2;6
8;0.715;0.22;2.3;0.075;13;81;0.99688;3.24;0.54;9.5;6
8.5;0.4;0.4;6.3;0.05;3;10;0.99566;3.28;0.56;12;4
7;0.69;0;1.9;0.114;3;10;0.99636;3.35;0.6;9.7;6
8;0.715;0.22;2.3;0.075;13;81;0.99688;3.24;0.54;9.5;6
9.8;0.3;0.39;1.7;0.062;3;9;0.9948;3.14;0.57;11.5;7
7.1;0.46;0.2;1.9;0.077;28;54;0.9956;3.37;0.64;10.4;6
7.1;0.46;0.2;1.9;0.077;28;54;0.9956;3.37;0.64;10.4;6
7.9;0.765;0;2;0.084;9;22;0.99619;3.33;0.68;10.9;6
8.7;0.63;0.28;2.7;0.096;17;69;0.99734;3.26;0.63;10.2;6
7;0.42;0.19;2.3;0.071;18;36;0.99476;3.39;0.56;10.9;5
11.3;0.37;0.5;1.8;0.09;20;47;0.99734;3.15;0.57;10.5;5
7.1;0.16;0.44;2.5;0.068;17;31;0.99328;3.35;0.54;12.4;6
8;0.6;0.08;2.6;0.056;3;7;0.99286;3.22;0.37;13;5
7;0.6;0.3;4.5;0.068;20;110;0.99914;3.3;1.17;10.2;5
7;0.6;0.3;4.5;0.068;20;110;0.99914;3.3;1.17;10.2;5
7.6;0.74;0;1.9;0.1;6;12;0.99521;3.36;0.59;11;5
8.2;0.635;0.1;2.1;0.073;25;60;0.99638;3.29;0.75;10.9;6
5.9;0.395;0.13;2.4;0.056;14;28;0.99362;3.62;0.67;12.4;6
7.5;0.755;0;1.9;0.084;6;12;0.99672;3.34;0.49;9.7;4
8.2;0.635;0.1;2.1;0.073;25;60;0.99638;3.29;0.75;10.9;6
6.6;0.63;0;4.3;0.093;51;77.5;0.99558;3.2;0.45;9.5;5
6.6;0.63;0;4.3;0.093;51;77.5;0.99558;3.2;0.45;9.5;5
7.2;0.53;0.14;2.1;0.064;15;29;0.99323;3.35;0.61;12.1;6
5.7;0.6;0;1.4;0.063;11;18;0.99191;3.45;0.56;12.2;6
7.6;1.58;0;2.1;0.137;5;9;0.99476;3.5;0.4;10.9;3
5.2;0.645;0;2.15;0.08;15;28;0.99444;3.78;0.61;12.5;6
6.7;0.86;0.07;2;0.1;20;57;0.99598;3.6;0.74;11.7;6
9.1;0.37;0.32;2.1;0.064;4;15;0.99576;3.3;0.8;11.2;6
8;0.28;0.44;1.8;0.081;28;68;0.99501;3.36;0.66;11.2;5
7.6;0.79;0.21;2.3;0.087;21;68;0.9955;3.12;0.44;9.2;5
7.5;0.61;0.26;1.9;0.073;24;88;0.99612;3.3;0.53;9.8;5
9.7;0.69;0.32;2.5;0.088;22;91;0.9979;3.29;0.62;10.1;5
6.8;0.68;0.09;3.9;0.068;15;29;0.99524;3.41;0.52;11.1;4
9.7;0.69;0.32;2.5;0.088;22;91;0.9979;3.29;0.62;10.1;5
7;0.62;0.1;1.4;0.071;27;63;0.996;3.28;0.61;9.2;5
7.5;0.61;0.26;1.9;0.073;24;88;0.99612;3.3;0.53;9.8;5
6.5;0.51;0.15;3;0.064;12;27;0.9929;3.33;0.59;12.8;6
8;1.18;0.21;1.9;0.083;14;41;0.99532;3.34;0.47;10.5;5
7;0.36;0.21;2.3;0.086;20;65;0.99558;3.4;0.54;10.1;6
7;0.36;0.21;2.4;0.086;24;69;0.99556;3.4;0.53;10.1;6
7.5;0.63;0.27;2;0.083;17;91;0.99616;3.26;0.58;9.8;6
5.4;0.74;0;1.2;0.041;16;46;0.99258;4.01;0.59;12.5;6
9.9;0.44;0.46;2.2;0.091;10;41;0.99638;3.18;0.69;11.9;6
7.5;0.63;0.27;2;0.083;17;91;0.99616;3.26;0.58;9.8;6
9.1;0.76;0.68;1.7;0.414;18;64;0.99652;2.9;1.33;9.1;6
9.7;0.66;0.34;2.6;0.094;12;88;0.99796;3.26;0.66;10.1;5
5;0.74;0;1.2;0.041;16;46;0.99258;4.01;0.59;12.5;6
9.1;0.34;0.42;1.8;0.058;9;18;0.99392;3.18;0.55;11.4;5
9.1;0.36;0.39;1.8;0.06;21;55;0.99495;3.18;0.82;11;7
6.7;0.46;0.24;1.7;0.077;18;34;0.9948;3.39;0.6;10.6;6
6.7;0.46;0.24;1.7;0.077;18;34;0.9948;3.39;0.6;10.6;6
6.7;0.46;0.24;1.7;0.077;18;34;0.9948;3.39;0.6;10.6;6
6.7;0.46;0.24;1.7;0.077;18;34;0.9948;3.39;0.6;10.6;6
6.5;0.52;0.11;1.8;0.073;13;38;0.9955;3.34;0.52;9.3;5
7.4;0.6;0.26;2.1;0.083;17;91;0.99616;3.29;0.56;9.8;6
7.4;0.6;0.26;2.1;0.083;17;91;0.99616;3.29;0.56;9.8;6
7.8;0.87;0.26;3.8;0.107;31;67;0.99668;3.26;0.46;9.2;5
8.4;0.39;0.1;1.7;0.075;6;25;0.99581;3.09;0.43;9.7;6
9.1;0.775;0.22;2.2;0.079;12;48;0.9976;3.18;0.51;9.6;5
7.2;0.835;0;2;0.166;4;11;0.99608;3.39;0.52;10;5
6.6;0.58;0.02;2.4;0.069;19;40;0.99387;3.38;0.66;12.6;6
6;0.5;0;1.4;0.057;15;26;0.99448;3.36;0.45;9.5;5
6;0.5;0;1.4;0.057;15;26;0.99448;3.36;0.45;9.5;5
6;0.5;0;1.4;0.057;15;26;0.99448;3.36;0.45;9.5;5
7.5;0.51;0.02;1.7;0.084;13;31;0.99538;3.36;0.54;10.5;6
7.5;0.51;0.02;1.7;0.084;13;31;0.99538;3.36;0.54;10.5;6
7.5;0.51;0.02;1.7;0.084;13;31;0.99538;3.36;0.54;10.5;6
7.6;0.54;0.02;1.7;0.085;17;31;0.99589;3.37;0.51;10.4;6
7.5;0.51;0.02;1.7;0.084;13;31;0.99538;3.36;0.54;10.5;6
11.5;0.42;0.48;2.6;0.077;8;20;0.99852;3.09;0.53;11;5
8.2;0.44;0.24;2.3;0.063;10;28;0.99613;3.25;0.53;10.2;6
6.1;0.59;0.01;2.1;0.056;5;13;0.99472;3.52;0.56;11.4;5
7.2;0.655;0.03;1.8;0.078;7;12;0.99587;3.34;0.39;9.5;5
7.2;0.655;0.03;1.8;0.078;7;12;0.99587;3.34;0.39;9.5;5
6.9;0.57;0;2.8;0.081;21;41;0.99518;3.41;0.52;10.8;5
9;0.6;0.29;2;0.069;32;73;0.99654;3.34;0.57;10;5
7.2;0.62;0.01;2.3;0.065;8;46;0.99332;3.32;0.51;11.8;6
7.6;0.645;0.03;1.9;0.086;14;57;0.9969;3.37;0.46;10.3;5
7.6;0.645;0.03;1.9;0.086;14;57;0.9969;3.37;0.46;10.3;5
7.2;0.58;0.03;2.3;0.077;7;28;0.99568;3.35;0.52;10;5
6.1;0.32;0.25;1.8;0.086;5;32;0.99464;3.36;0.44;10.1;5
6.1;0.34;0.25;1.8;0.084;4;28;0.99464;3.36;0.44;10.1;5
7.3;0.43;0.24;2.5;0.078;27;67;0.99648;3.6;0.59;11.1;6
7.4;0.64;0.17;5.4;0.168;52;98;0.99736;3.28;0.5;9.5;5
11.6;0.475;0.4;1.4;0.091;6;28;0.99704;3.07;0.65;10.0333333333333;6
9.2;0.54;0.31;2.3;0.112;11;38;0.99699;3.24;0.56;10.9;5
8.3;0.85;0.14;2.5;0.093;13;54;0.99724;3.36;0.54;10.1;5
11.6;0.475;0.4;1.4;0.091;6;28;0.99704;3.07;0.65;10.0333333333333;6
8;0.83;0.27;2;0.08;11;63;0.99652;3.29;0.48;9.8;4
7.2;0.605;0.02;1.9;0.096;10;31;0.995;3.46;0.53;11.8;6
7.8;0.5;0.09;2.2;0.115;10;42;0.9971;3.18;0.62;9.5;5
7.3;0.74;0.08;1.7;0.094;10;45;0.99576;3.24;0.5;9.8;5
6.9;0.54;0.3;2.2;0.088;9;105;0.99725;3.25;1.18;10.5;6
8;0.77;0.32;2.1;0.079;16;74;0.99656;3.27;0.5;9.8;6
6.6;0.61;0;1.6;0.069;4;8;0.99396;3.33;0.37;10.4;4
8.7;0.78;0.51;1.7;0.415;12;66;0.99623;3;1.17;9.2;5
7.5;0.58;0.56;3.1;0.153;5;14;0.99476;3.21;1.03;11.6;6
8.7;0.78;0.51;1.7;0.415;12;66;0.99623;3;1.17;9.2;5
7.7;0.75;0.27;3.8;0.11;34;89;0.99664;3.24;0.45;9.3;5
6.8;0.815;0;1.2;0.267;16;29;0.99471;3.32;0.51;9.8;3
7.2;0.56;0.26;2;0.083;13;100;0.99586;3.26;0.52;9.9;5
8.2;0.885;0.2;1.4;0.086;7;31;0.9946;3.11;0.46;10;5
5.2;0.49;0.26;2.3;0.09;23;74;0.9953;3.71;0.62;12.2;6
7.2;0.45;0.15;2;0.078;10;28;0.99609;3.29;0.51;9.9;6
7.5;0.57;0.02;2.6;0.077;11;35;0.99557;3.36;0.62;10.8;6
7.5;0.57;0.02;2.6;0.077;11;35;0.99557;3.36;0.62;10.8;6
6.8;0.83;0.09;1.8;0.074;4;25;0.99534;3.38;0.45;9.6;5
8;0.6;0.22;2.1;0.08;25;105;0.99613;3.3;0.49;9.9;5
8;0.6;0.22;2.1;0.08;25;105;0.99613;3.3;0.49;9.9;5
7.1;0.755;0.15;1.8;0.107;20;84;0.99593;3.19;0.5;9.5;5
8;0.81;0.25;3.4;0.076;34;85;0.99668;3.19;0.42;9.2;5
7.4;0.64;0.07;1.8;0.1;8;23;0.9961;3.3;0.58;9.6;5
7.4;0.64;0.07;1.8;0.1;8;23;0.9961;3.3;0.58;9.6;5
6.6;0.64;0.31;6.1;0.083;7;49;0.99718;3.35;0.68;10.3;5
6.7;0.48;0.02;2.2;0.08;36;111;0.99524;3.1;0.53;9.7;5
6;0.49;0;2.3;0.068;15;33;0.99292;3.58;0.59;12.5;6
8;0.64;0.22;2.4;0.094;5;33;0.99612;3.37;0.58;11;5
7.1;0.62;0.06;1.3;0.07;5;12;0.9942;3.17;0.48;9.8;5
8;0.52;0.25;2;0.078;19;59;0.99612;3.3;0.48;10.2;5
6.4;0.57;0.14;3.9;0.07;27;73;0.99669;3.32;0.48;9.2;5
8.6;0.685;0.1;1.6;0.092;3;12;0.99745;3.31;0.65;9.55;6
8.7;0.675;0.1;1.6;0.09;4;11;0.99745;3.31;0.65;9.55;5
7.3;0.59;0.26;2;0.08;17;104;0.99584;3.28;0.52;9.9;5
7;0.6;0.12;2.2;0.083;13;28;0.9966;3.52;0.62;10.2;7
7.2;0.67;0;2.2;0.068;10;24;0.9956;3.42;0.72;11.1;6
7.9;0.69;0.21;2.1;0.08;33;141;0.9962;3.25;0.51;9.9;5
7.9;0.69;0.21;2.1;0.08;33;141;0.9962;3.25;0.51;9.9;5
7.6;0.3;0.42;2;0.052;6;24;0.9963;3.44;0.82;11.9;6
7.2;0.33;0.33;1.7;0.061;3;13;0.996;3.23;1.1;10;8
8;0.5;0.39;2.6;0.082;12;46;0.9985;3.43;0.62;10.7;6
7.7;0.28;0.3;2;0.062;18;34;0.9952;3.28;0.9;11.3;7
8.2;0.24;0.34;5.1;0.062;8;22;0.9974;3.22;0.94;10.9;6
6;0.51;0;2.1;0.064;40;54;0.995;3.54;0.93;10.7;6
8.1;0.29;0.36;2.2;0.048;35;53;0.995;3.27;1.01;12.4;7
6;0.51;0;2.1;0.064;40;54;0.995;3.54;0.93;10.7;6
6.6;0.96;0;1.8;0.082;5;16;0.9936;3.5;0.44;11.9;6
6.4;0.47;0.4;2.4;0.071;8;19;0.9963;3.56;0.73;10.6;6
8.2;0.24;0.34;5.1;0.062;8;22;0.9974;3.22;0.94;10.9;6
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10;0.69;0.11;1.4;0.084;8;24;0.99578;2.88;0.47;9.7;5
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6.1;0.6;0.08;1.8;0.071;14;45;0.99336;3.38;0.54;11;5
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5.3;0.47;0.11;2.2;0.048;16;89;0.99182;3.54;0.88;13.5666666666667;7
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5.3;0.47;0.11;2.2;0.048;16;89;0.99182;3.54;0.88;13.6;7
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7;0.655;0.16;2.1;0.074;8;25;0.99606;3.37;0.55;9.7;5
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6;0.64;0.05;1.9;0.066;9;17;0.99496;3.52;0.78;10.6;5
5.6;0.54;0.04;1.7;0.049;5;13;0.9942;3.72;0.58;11.4;5
6.2;0.57;0.1;2.1;0.048;4;11;0.99448;3.44;0.76;10.8;6
7.1;0.22;0.49;1.8;0.039;8;18;0.99344;3.39;0.56;12.4;6
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6.2;0.65;0.06;1.6;0.05;6;18;0.99348;3.57;0.54;11.95;5
7.7;0.54;0.26;1.9;0.089;23;147;0.99636;3.26;0.59;9.7;5
6.4;0.31;0.09;1.4;0.066;15;28;0.99459;3.42;0.7;10;7
7;0.43;0.02;1.9;0.08;15;28;0.99492;3.35;0.81;10.6;6
7.7;0.54;0.26;1.9;0.089;23;147;0.99636;3.26;0.59;9.7;5
6.9;0.74;0.03;2.3;0.054;7;16;0.99508;3.45;0.63;11.5;6
6.6;0.895;0.04;2.3;0.068;7;13;0.99582;3.53;0.58;10.8;6
6.9;0.74;0.03;2.3;0.054;7;16;0.99508;3.45;0.63;11.5;6
7.5;0.725;0.04;1.5;0.076;8;15;0.99508;3.26;0.53;9.6;5
7.8;0.82;0.29;4.3;0.083;21;64;0.99642;3.16;0.53;9.4;5
7.3;0.585;0.18;2.4;0.078;15;60;0.99638;3.31;0.54;9.8;5
6.2;0.44;0.39;2.5;0.077;6;14;0.99555;3.51;0.69;11;6
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6.7;0.76;0.02;1.8;0.078;6;12;0.996;3.55;0.63;9.95;3
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6;0.42;0.19;2;0.075;22;47;0.99522;3.39;0.78;10;6
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6.1;0.705;0.1;2.8;0.081;13;28;0.99631;3.6;0.66;10.2;5
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8;0.39;0.3;1.9;0.074;32;84;0.99717;3.39;0.61;9;5
6.6;0.56;0.14;2.4;0.064;13;29;0.99397;3.42;0.62;11.7;7
7;0.55;0.13;2.2;0.075;15;35;0.9959;3.36;0.59;9.7;6
6.1;0.53;0.08;1.9;0.077;24;45;0.99528;3.6;0.68;10.3;6
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6.2;0.52;0.08;4.4;0.071;11;32;0.99646;3.56;0.63;11.6;6
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6.7;0.855;0.02;1.9;0.064;29;38;0.99472;3.3;0.56;10.75;6
11.1;0.44;0.42;2.2;0.064;14;19;0.99758;3.25;0.57;10.4;6
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7.1;0.68;0;2.3;0.087;17;26;0.99783;3.45;0.53;9.5;5
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6.3;0.68;0.01;3.7;0.103;32;54;0.99586;3.51;0.66;11.3;6
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6.6;0.855;0.02;2.4;0.062;15;23;0.99627;3.54;0.6;11;6
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6.6;0.88;0.04;2.2;0.066;12;20;0.99636;3.53;0.56;9.9;5
6.6;0.855;0.02;2.4;0.062;15;23;0.99627;3.54;0.6;11;6
6.9;0.63;0.33;6.7;0.235;66;115;0.99787;3.22;0.56;9.5;5
7.8;0.6;0.26;2;0.08;31;131;0.99622;3.21;0.52;9.9;5
7.8;0.6;0.26;2;0.08;31;131;0.99622;3.21;0.52;9.9;5
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7.2;0.695;0.13;2;0.076;12;20;0.99546;3.29;0.54;10.1;5
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6.7;0.67;0.02;1.9;0.061;26;42;0.99489;3.39;0.82;10.9;6
6.7;0.16;0.64;2.1;0.059;24;52;0.99494;3.34;0.71;11.2;6
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7;0.56;0.13;1.6;0.077;25;42;0.99629;3.34;0.59;9.2;5
6.2;0.51;0.14;1.9;0.056;15;34;0.99396;3.48;0.57;11.5;6
6.4;0.36;0.53;2.2;0.23;19;35;0.9934;3.37;0.93;12.4;6
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6.2;0.6;0.08;2;0.09;32;44;0.9949;3.45;0.58;10.5;5
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5.9;0.645;0.12;2;0.075;32;44;0.99547;3.57;0.71;10.2;5
6;0.31;0.47;3.6;0.067;18;42;0.99549;3.39;0.66;11;6
Datasets/Wine_Quality/whitewine.csv 0 → 100644
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Datasets/Wine_Quality/winequality.names 0 → 100644
Citation Request:
This dataset is public available for research. The details are described in [Cortez et al., 2009].
Please include this citation if you plan to use this database:
P. Cortez, A. Cerdeira, F. Almeida, T. Matos and J. Reis.
Modeling wine preferences by data mining from physicochemical properties.
In Decision Support Systems, Elsevier, 47(4):547-553. ISSN: 0167-9236.
Available at: [@Elsevier] http://dx.doi.org/10.1016/j.dss.2009.05.016
[Pre-press (pdf)] http://www3.dsi.uminho.pt/pcortez/winequality09.pdf
[bib] http://www3.dsi.uminho.pt/pcortez/dss09.bib
1. Title: Wine Quality
2. Sources
Created by: Paulo Cortez (Univ. Minho), Antonio Cerdeira, Fernando Almeida, Telmo Matos and Jose Reis (CVRVV) @ 2009
3. Past Usage:
P. Cortez, A. Cerdeira, F. Almeida, T. Matos and J. Reis.
Modeling wine preferences by data mining from physicochemical properties.
In Decision Support Systems, Elsevier, 47(4):547-553. ISSN: 0167-9236.
In the above reference, two datasets were created, using red and white wine samples.
The inputs include objective tests (e.g. PH values) and the output is based on sensory data
(median of at least 3 evaluations made by wine experts). Each expert graded the wine quality
between 0 (very bad) and 10 (very excellent). Several data mining methods were applied to model
these datasets under a regression approach. The support vector machine model achieved the
best results. Several metrics were computed: MAD, confusion matrix for a fixed error tolerance (T),
etc. Also, we plot the relative importances of the input variables (as measured by a sensitivity
analysis procedure).
4. Relevant Information:
The two datasets are related to red and white variants of the Portuguese "Vinho Verde" wine.
For more details, consult: http://www.vinhoverde.pt/en/ or the reference [Cortez et al., 2009].
Due to privacy and logistic issues, only physicochemical (inputs) and sensory (the output) variables
are available (e.g. there is no data about grape types, wine brand, wine selling price, etc.).
These datasets can be viewed as classification or regression tasks.
The classes are ordered and not balanced (e.g. there are munch more normal wines than
excellent or poor ones). Outlier detection algorithms could be used to detect the few excellent
or poor wines. Also, we are not sure if all input variables are relevant. So
it could be interesting to test feature selection methods.
5. Number of Instances: red wine - 1599; white wine - 4898.
6. Number of Attributes: 11 + output attribute
Note: several of the attributes may be correlated, thus it makes sense to apply some sort of
feature selection.
7. Attribute information:
For more information, read [Cortez et al., 2009].
Input variables (based on physicochemical tests):
1 - fixed acidity
2 - volatile acidity
3 - citric acid
4 - residual sugar
5 - chlorides
6 - free sulfur dioxide
7 - total sulfur dioxide
8 - density
9 - pH
10 - sulphates
11 - alcohol
Output variable (based on sensory data):
12 - quality (score between 0 and 10)
8. Missing Attribute Values: None
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Normalized handwritten digits, automatically
scanned from envelopes by the U.S. Postal Service. The original
scanned digits are binary and of different sizes and orientations; the
images here have been deslanted and size normalized, resulting
in 16 x 16 grayscale images (Le Cun et al., 1990).
The data are in two gzipped files, and each line consists of the digit
id (0-9) followed by the 256 grayscale values.
There are 7291 training observations and 2007 test observations,
distributed as follows:
0 1 2 3 4 5 6 7 8 9 Total
Train 1194 1005 731 658 652 556 664 645 542 644 7291
Test 359 264 198 166 200 160 170 147 166 177 2007
or as proportions:
0 1 2 3 4 5 6 7 8 9
Train 0.16 0.14 0.1 0.09 0.09 0.08 0.09 0.09 0.07 0.09
Test 0.18 0.13 0.1 0.08 0.10 0.08 0.08 0.07 0.08 0.09
Alternatively, the training data are available as separate files per
digit (and hence without the digit identifier in each row)
The test set is notoriously "difficult", and a 2.5% error rate is
excellent. These data were kindly made available by the neural network
group at AT&T research labs (thanks to Yann Le Cunn).
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Datasets/airquality.csv 0 → 100644
"","Ozone","Solar.R","Wind","Temp","Month","Day"
"1",41,190,7.4,67,5,1
"2",36,118,8,72,5,2
"3",12,149,12.6,74,5,3
"4",18,313,11.5,62,5,4
"5",NA,NA,14.3,56,5,5
"6",28,NA,14.9,66,5,6
"7",23,299,8.6,65,5,7
"8",19,99,13.8,59,5,8
"9",8,19,20.1,61,5,9
"10",NA,194,8.6,69,5,10
"11",7,NA,6.9,74,5,11
"12",16,256,9.7,69,5,12
"13",11,290,9.2,66,5,13
"14",14,274,10.9,68,5,14
"15",18,65,13.2,58,5,15
"16",14,334,11.5,64,5,16
"17",34,307,12,66,5,17
"18",6,78,18.4,57,5,18
"19",30,322,11.5,68,5,19
"20",11,44,9.7,62,5,20
"21",1,8,9.7,59,5,21
"22",11,320,16.6,73,5,22
"23",4,25,9.7,61,5,23
"24",32,92,12,61,5,24
"25",NA,66,16.6,57,5,25
"26",NA,266,14.9,58,5,26
"27",NA,NA,8,57,5,27
"28",23,13,12,67,5,28
"29",45,252,14.9,81,5,29
"30",115,223,5.7,79,5,30
"31",37,279,7.4,76,5,31
"32",NA,286,8.6,78,6,1
"33",NA,287,9.7,74,6,2
"34",NA,242,16.1,67,6,3
"35",NA,186,9.2,84,6,4
"36",NA,220,8.6,85,6,5
"37",NA,264,14.3,79,6,6
"38",29,127,9.7,82,6,7
"39",NA,273,6.9,87,6,8
"40",71,291,13.8,90,6,9
"41",39,323,11.5,87,6,10
"42",NA,259,10.9,93,6,11
"43",NA,250,9.2,92,6,12
"44",23,148,8,82,6,13
"45",NA,332,13.8,80,6,14
"46",NA,322,11.5,79,6,15
"47",21,191,14.9,77,6,16
"48",37,284,20.7,72,6,17
"49",20,37,9.2,65,6,18
"50",12,120,11.5,73,6,19
"51",13,137,10.3,76,6,20
"52",NA,150,6.3,77,6,21
"53",NA,59,1.7,76,6,22
"54",NA,91,4.6,76,6,23
"55",NA,250,6.3,76,6,24
"56",NA,135,8,75,6,25
"57",NA,127,8,78,6,26
"58",NA,47,10.3,73,6,27
"59",NA,98,11.5,80,6,28
"60",NA,31,14.9,77,6,29
"61",NA,138,8,83,6,30
"62",135,269,4.1,84,7,1
"63",49,248,9.2,85,7,2
"64",32,236,9.2,81,7,3
"65",NA,101,10.9,84,7,4
"66",64,175,4.6,83,7,5
"67",40,314,10.9,83,7,6
"68",77,276,5.1,88,7,7
"69",97,267,6.3,92,7,8
"70",97,272,5.7,92,7,9
"71",85,175,7.4,89,7,10
"72",NA,139,8.6,82,7,11
"73",10,264,14.3,73,7,12
"74",27,175,14.9,81,7,13
"75",NA,291,14.9,91,7,14
"76",7,48,14.3,80,7,15
"77",48,260,6.9,81,7,16
"78",35,274,10.3,82,7,17
"79",61,285,6.3,84,7,18
"80",79,187,5.1,87,7,19
"81",63,220,11.5,85,7,20
"82",16,7,6.9,74,7,21
"83",NA,258,9.7,81,7,22
"84",NA,295,11.5,82,7,23
"85",80,294,8.6,86,7,24
"86",108,223,8,85,7,25
"87",20,81,8.6,82,7,26
"88",52,82,12,86,7,27
"89",82,213,7.4,88,7,28
"90",50,275,7.4,86,7,29
"91",64,253,7.4,83,7,30
"92",59,254,9.2,81,7,31
"93",39,83,6.9,81,8,1
"94",9,24,13.8,81,8,2
"95",16,77,7.4,82,8,3
"96",78,NA,6.9,86,8,4
"97",35,NA,7.4,85,8,5
"98",66,NA,4.6,87,8,6
"99",122,255,4,89,8,7
"100",89,229,10.3,90,8,8
"101",110,207,8,90,8,9
"102",NA,222,8.6,92,8,10
"103",NA,137,11.5,86,8,11
"104",44,192,11.5,86,8,12
"105",28,273,11.5,82,8,13
"106",65,157,9.7,80,8,14
"107",NA,64,11.5,79,8,15
"108",22,71,10.3,77,8,16
"109",59,51,6.3,79,8,17
"110",23,115,7.4,76,8,18
"111",31,244,10.9,78,8,19
"112",44,190,10.3,78,8,20
"113",21,259,15.5,77,8,21
"114",9,36,14.3,72,8,22
"115",NA,255,12.6,75,8,23
"116",45,212,9.7,79,8,24
"117",168,238,3.4,81,8,25
"118",73,215,8,86,8,26
"119",NA,153,5.7,88,8,27
"120",76,203,9.7,97,8,28
"121",118,225,2.3,94,8,29
"122",84,237,6.3,96,8,30
"123",85,188,6.3,94,8,31
"124",96,167,6.9,91,9,1
"125",78,197,5.1,92,9,2
"126",73,183,2.8,93,9,3
"127",91,189,4.6,93,9,4
"128",47,95,7.4,87,9,5
"129",32,92,15.5,84,9,6
"130",20,252,10.9,80,9,7
"131",23,220,10.3,78,9,8
"132",21,230,10.9,75,9,9
"133",24,259,9.7,73,9,10
"134",44,236,14.9,81,9,11
"135",21,259,15.5,76,9,12
"136",28,238,6.3,77,9,13
"137",9,24,10.9,71,9,14
"138",13,112,11.5,71,9,15
"139",46,237,6.9,78,9,16
"140",18,224,13.8,67,9,17
"141",13,27,10.3,76,9,18
"142",24,238,10.3,68,9,19
"143",16,201,8,82,9,20
"144",13,238,12.6,64,9,21
"145",23,14,9.2,71,9,22
"146",36,139,10.3,81,9,23
"147",7,49,10.3,69,9,24
"148",14,20,16.6,63,9,25
"149",30,193,6.9,70,9,26
"150",NA,145,13.2,77,9,27
"151",14,191,14.3,75,9,28
"152",18,131,8,76,9,29
"153",20,223,11.5,68,9,30
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Datasets/gapminder.csv 0 → 100644
"","country","continent","year","lifeExp","pop","gdpPercap"
"1","Afghanistan","Asia",1952,28.801,8425333,779.4453145
"2","Afghanistan","Asia",1957,30.332,9240934,820.8530296
"3","Afghanistan","Asia",1962,31.997,10267083,853.10071
"4","Afghanistan","Asia",1967,34.02,11537966,836.1971382
"5","Afghanistan","Asia",1972,36.088,13079460,739.9811058
"6","Afghanistan","Asia",1977,38.438,14880372,786.11336
"7","Afghanistan","Asia",1982,39.854,12881816,978.0114388
"8","Afghanistan","Asia",1987,40.822,13867957,852.3959448
"9","Afghanistan","Asia",1992,41.674,16317921,649.3413952
"10","Afghanistan","Asia",1997,41.763,22227415,635.341351
"11","Afghanistan","Asia",2002,42.129,25268405,726.7340548
"12","Afghanistan","Asia",2007,43.828,31889923,974.5803384
"13","Albania","Europe",1952,55.23,1282697,1601.056136
"14","Albania","Europe",1957,59.28,1476505,1942.284244
"15","Albania","Europe",1962,64.82,1728137,2312.888958
"16","Albania","Europe",1967,66.22,1984060,2760.196931
"17","Albania","Europe",1972,67.69,2263554,3313.422188
"18","Albania","Europe",1977,68.93,2509048,3533.00391
"19","Albania","Europe",1982,70.42,2780097,3630.880722
"20","Albania","Europe",1987,72,3075321,3738.932735
"21","Albania","Europe",1992,71.581,3326498,2497.437901
"22","Albania","Europe",1997,72.95,3428038,3193.054604
"23","Albania","Europe",2002,75.651,3508512,4604.211737
"24","Albania","Europe",2007,76.423,3600523,5937.029526
"25","Algeria","Africa",1952,43.077,9279525,2449.008185
"26","Algeria","Africa",1957,45.685,10270856,3013.976023
"27","Algeria","Africa",1962,48.303,11000948,2550.81688
"28","Algeria","Africa",1967,51.407,12760499,3246.991771
"29","Algeria","Africa",1972,54.518,14760787,4182.663766
"30","Algeria","Africa",1977,58.014,17152804,4910.416756
"31","Algeria","Africa",1982,61.368,20033753,5745.160213
"32","Algeria","Africa",1987,65.799,23254956,5681.358539
"33","Algeria","Africa",1992,67.744,26298373,5023.216647
"34","Algeria","Africa",1997,69.152,29072015,4797.295051
"35","Algeria","Africa",2002,70.994,31287142,5288.040382
"36","Algeria","Africa",2007,72.301,33333216,6223.367465
"37","Angola","Africa",1952,30.015,4232095,3520.610273
"38","Angola","Africa",1957,31.999,4561361,3827.940465
"39","Angola","Africa",1962,34,4826015,4269.276742
"40","Angola","Africa",1967,35.985,5247469,5522.776375
"41","Angola","Africa",1972,37.928,5894858,5473.288005
"42","Angola","Africa",1977,39.483,6162675,3008.647355
"43","Angola","Africa",1982,39.942,7016384,2756.953672
"44","Angola","Africa",1987,39.906,7874230,2430.208311
"45","Angola","Africa",1992,40.647,8735988,2627.845685
"46","Angola","Africa",1997,40.963,9875024,2277.140884
"47","Angola","Africa",2002,41.003,10866106,2773.287312
"48","Angola","Africa",2007,42.731,12420476,4797.231267
"49","Argentina","Americas",1952,62.485,17876956,5911.315053
"50","Argentina","Americas",1957,64.399,19610538,6856.856212
"51","Argentina","Americas",1962,65.142,21283783,7133.166023
"52","Argentina","Americas",1967,65.634,22934225,8052.953021
"53","Argentina","Americas",1972,67.065,24779799,9443.038526
"54","Argentina","Americas",1977,68.481,26983828,10079.02674
"55","Argentina","Americas",1982,69.942,29341374,8997.897412
"56","Argentina","Americas",1987,70.774,31620918,9139.671389
"57","Argentina","Americas",1992,71.868,33958947,9308.41871
"58","Argentina","Americas",1997,73.275,36203463,10967.28195
"59","Argentina","Americas",2002,74.34,38331121,8797.640716
"60","Argentina","Americas",2007,75.32,40301927,12779.37964
"61","Australia","Oceania",1952,69.12,8691212,10039.59564
"62","Australia","Oceania",1957,70.33,9712569,10949.64959
"63","Australia","Oceania",1962,70.93,10794968,12217.22686
"64","Australia","Oceania",1967,71.1,11872264,14526.12465
"65","Australia","Oceania",1972,71.93,13177000,16788.62948
"66","Australia","Oceania",1977,73.49,14074100,18334.19751
"67","Australia","Oceania",1982,74.74,15184200,19477.00928
"68","Australia","Oceania",1987,76.32,16257249,21888.88903
"69","Australia","Oceania",1992,77.56,17481977,23424.76683
"70","Australia","Oceania",1997,78.83,18565243,26997.93657
"71","Australia","Oceania",2002,80.37,19546792,30687.75473
"72","Australia","Oceania",2007,81.235,20434176,34435.36744
"73","Austria","Europe",1952,66.8,6927772,6137.076492
"74","Austria","Europe",1957,67.48,6965860,8842.59803
"75","Austria","Europe",1962,69.54,7129864,10750.72111
"76","Austria","Europe",1967,70.14,7376998,12834.6024
"77","Austria","Europe",1972,70.63,7544201,16661.6256
"78","Austria","Europe",1977,72.17,7568430,19749.4223
"79","Austria","Europe",1982,73.18,7574613,21597.08362
"80","Austria","Europe",1987,74.94,7578903,23687.82607
"81","Austria","Europe",1992,76.04,7914969,27042.01868
"82","Austria","Europe",1997,77.51,8069876,29095.92066
"83","Austria","Europe",2002,78.98,8148312,32417.60769
"84","Austria","Europe",2007,79.829,8199783,36126.4927
"85","Bahrain","Asia",1952,50.939,120447,9867.084765
"86","Bahrain","Asia",1957,53.832,138655,11635.79945
"87","Bahrain","Asia",1962,56.923,171863,12753.27514
"88","Bahrain","Asia",1967,59.923,202182,14804.6727
"89","Bahrain","Asia",1972,63.3,230800,18268.65839
"90","Bahrain","Asia",1977,65.593,297410,19340.10196
"91","Bahrain","Asia",1982,69.052,377967,19211.14731
"92","Bahrain","Asia",1987,70.75,454612,18524.02406
"93","Bahrain","Asia",1992,72.601,529491,19035.57917
"94","Bahrain","Asia",1997,73.925,598561,20292.01679
"95","Bahrain","Asia",2002,74.795,656397,23403.55927
"96","Bahrain","Asia",2007,75.635,708573,29796.04834
"97","Bangladesh","Asia",1952,37.484,46886859,684.2441716
"98","Bangladesh","Asia",1957,39.348,51365468,661.6374577
"99","Bangladesh","Asia",1962,41.216,56839289,686.3415538
"100","Bangladesh","Asia",1967,43.453,62821884,721.1860862
"101","Bangladesh","Asia",1972,45.252,70759295,630.2336265
"102","Bangladesh","Asia",1977,46.923,80428306,659.8772322
"103","Bangladesh","Asia",1982,50.009,93074406,676.9818656
"104","Bangladesh","Asia",1987,52.819,103764241,751.9794035
"105","Bangladesh","Asia",1992,56.018,113704579,837.8101643
"106","Bangladesh","Asia",1997,59.412,123315288,972.7700352
"107","Bangladesh","Asia",2002,62.013,135656790,1136.39043
"108","Bangladesh","Asia",2007,64.062,150448339,1391.253792
"109","Belgium","Europe",1952,68,8730405,8343.105127
"110","Belgium","Europe",1957,69.24,8989111,9714.960623
"111","Belgium","Europe",1962,70.25,9218400,10991.20676
"112","Belgium","Europe",1967,70.94,9556500,13149.04119
"113","Belgium","Europe",1972,71.44,9709100,16672.14356
"114","Belgium","Europe",1977,72.8,9821800,19117.97448
"115","Belgium","Europe",1982,73.93,9856303,20979.84589
"116","Belgium","Europe",1987,75.35,9870200,22525.56308
"117","Belgium","Europe",1992,76.46,10045622,25575.57069
"118","Belgium","Europe",1997,77.53,10199787,27561.19663
"119","Belgium","Europe",2002,78.32,10311970,30485.88375
"120","Belgium","Europe",2007,79.441,10392226,33692.60508
"121","Benin","Africa",1952,38.223,1738315,1062.7522
"122","Benin","Africa",1957,40.358,1925173,959.6010805
"123","Benin","Africa",1962,42.618,2151895,949.4990641
"124","Benin","Africa",1967,44.885,2427334,1035.831411
"125","Benin","Africa",1972,47.014,2761407,1085.796879
"126","Benin","Africa",1977,49.19,3168267,1029.161251
"127","Benin","Africa",1982,50.904,3641603,1277.897616
"128","Benin","Africa",1987,52.337,4243788,1225.85601
"129","Benin","Africa",1992,53.919,4981671,1191.207681
"130","Benin","Africa",1997,54.777,6066080,1232.975292
"131","Benin","Africa",2002,54.406,7026113,1372.877931
"132","Benin","Africa",2007,56.728,8078314,1441.284873
"133","Bolivia","Americas",1952,40.414,2883315,2677.326347
"134","Bolivia","Americas",1957,41.89,3211738,2127.686326
"135","Bolivia","Americas",1962,43.428,3593918,2180.972546
"136","Bolivia","Americas",1967,45.032,4040665,2586.886053
"137","Bolivia","Americas",1972,46.714,4565872,2980.331339
"138","Bolivia","Americas",1977,50.023,5079716,3548.097832
"139","Bolivia","Americas",1982,53.859,5642224,3156.510452
"140","Bolivia","Americas",1987,57.251,6156369,2753.69149
"141","Bolivia","Americas",1992,59.957,6893451,2961.699694
"142","Bolivia","Americas",1997,62.05,7693188,3326.143191
"143","Bolivia","Americas",2002,63.883,8445134,3413.26269
"144","Bolivia","Americas",2007,65.554,9119152,3822.137084
"145","Bosnia and Herzegovina","Europe",1952,53.82,2791000,973.5331948
"146","Bosnia and Herzegovina","Europe",1957,58.45,3076000,1353.989176
"147","Bosnia and Herzegovina","Europe",1962,61.93,3349000,1709.683679
"148","Bosnia and Herzegovina","Europe",1967,64.79,3585000,2172.352423
"149","Bosnia and Herzegovina","Europe",1972,67.45,3819000,2860.16975
"150","Bosnia and Herzegovina","Europe",1977,69.86,4086000,3528.481305
"151","Bosnia and Herzegovina","Europe",1982,70.69,4172693,4126.613157
"152","Bosnia and Herzegovina","Europe",1987,71.14,4338977,4314.114757
"153","Bosnia and Herzegovina","Europe",1992,72.178,4256013,2546.781445
"154","Bosnia and Herzegovina","Europe",1997,73.244,3607000,4766.355904
"155","Bosnia and Herzegovina","Europe",2002,74.09,4165416,6018.975239
"156","Bosnia and Herzegovina","Europe",2007,74.852,4552198,7446.298803
"157","Botswana","Africa",1952,47.622,442308,851.2411407
"158","Botswana","Africa",1957,49.618,474639,918.2325349
"159","Botswana","Africa",1962,51.52,512764,983.6539764
"160","Botswana","Africa",1967,53.298,553541,1214.709294
"161","Botswana","Africa",1972,56.024,619351,2263.611114
"162","Botswana","Africa",1977,59.319,781472,3214.857818
"163","Botswana","Africa",1982,61.484,970347,4551.14215
"164","Botswana","Africa",1987,63.622,1151184,6205.88385
"165","Botswana","Africa",1992,62.745,1342614,7954.111645
"166","Botswana","Africa",1997,52.556,1536536,8647.142313
"167","Botswana","Africa",2002,46.634,1630347,11003.60508
"168","Botswana","Africa",2007,50.728,1639131,12569.85177
"169","Brazil","Americas",1952,50.917,56602560,2108.944355
"170","Brazil","Americas",1957,53.285,65551171,2487.365989
"171","Brazil","Americas",1962,55.665,76039390,3336.585802
"172","Brazil","Americas",1967,57.632,88049823,3429.864357
"173","Brazil","Americas",1972,59.504,100840058,4985.711467
"174","Brazil","Americas",1977,61.489,114313951,6660.118654
"175","Brazil","Americas",1982,63.336,128962939,7030.835878
"176","Brazil","Americas",1987,65.205,142938076,7807.095818
"177","Brazil","Americas",1992,67.057,155975974,6950.283021
"178","Brazil","Americas",1997,69.388,168546719,7957.980824
"179","Brazil","Americas",2002,71.006,179914212,8131.212843
"180","Brazil","Americas",2007,72.39,190010647,9065.800825
"181","Bulgaria","Europe",1952,59.6,7274900,2444.286648
"182","Bulgaria","Europe",1957,66.61,7651254,3008.670727
"183","Bulgaria","Europe",1962,69.51,8012946,4254.337839
"184","Bulgaria","Europe",1967,70.42,8310226,5577.0028
"185","Bulgaria","Europe",1972,70.9,8576200,6597.494398
"186","Bulgaria","Europe",1977,70.81,8797022,7612.240438
"187","Bulgaria","Europe",1982,71.08,8892098,8224.191647
"188","Bulgaria","Europe",1987,71.34,8971958,8239.854824
"189","Bulgaria","Europe",1992,71.19,8658506,6302.623438
"190","Bulgaria","Europe",1997,70.32,8066057,5970.38876
"191","Bulgaria","Europe",2002,72.14,7661799,7696.777725
"192","Bulgaria","Europe",2007,73.005,7322858,10680.79282
"193","Burkina Faso","Africa",1952,31.975,4469979,543.2552413
"194","Burkina Faso","Africa",1957,34.906,4713416,617.1834648
"195","Burkina Faso","Africa",1962,37.814,4919632,722.5120206
"196","Burkina Faso","Africa",1967,40.697,5127935,794.8265597
"197","Burkina Faso","Africa",1972,43.591,5433886,854.7359763
"198","Burkina Faso","Africa",1977,46.137,5889574,743.3870368
"199","Burkina Faso","Africa",1982,48.122,6634596,807.1985855
"200","Burkina Faso","Africa",1987,49.557,7586551,912.0631417
"201","Burkina Faso","Africa",1992,50.26,8878303,931.7527731
"202","Burkina Faso","Africa",1997,50.324,10352843,946.2949618
"203","Burkina Faso","Africa",2002,50.65,12251209,1037.645221
"204","Burkina Faso","Africa",2007,52.295,14326203,1217.032994
"205","Burundi","Africa",1952,39.031,2445618,339.2964587
"206","Burundi","Africa",1957,40.533,2667518,379.5646281
"207","Burundi","Africa",1962,42.045,2961915,355.2032273
"208","Burundi","Africa",1967,43.548,3330989,412.9775136
"209","Burundi","Africa",1972,44.057,3529983,464.0995039
"210","Burundi","Africa",1977,45.91,3834415,556.1032651
"211","Burundi","Africa",1982,47.471,4580410,559.603231
"212","Burundi","Africa",1987,48.211,5126023,621.8188189
"213","Burundi","Africa",1992,44.736,5809236,631.6998778
"214","Burundi","Africa",1997,45.326,6121610,463.1151478
"215","Burundi","Africa",2002,47.36,7021078,446.4035126
"216","Burundi","Africa",2007,49.58,8390505,430.0706916
"217","Cambodia","Asia",1952,39.417,4693836,368.4692856
"218","Cambodia","Asia",1957,41.366,5322536,434.0383364
"219","Cambodia","Asia",1962,43.415,6083619,496.9136476
"220","Cambodia","Asia",1967,45.415,6960067,523.4323142
"221","Cambodia","Asia",1972,40.317,7450606,421.6240257
"222","Cambodia","Asia",1977,31.22,6978607,524.9721832
"223","Cambodia","Asia",1982,50.957,7272485,624.4754784
"224","Cambodia","Asia",1987,53.914,8371791,683.8955732
"225","Cambodia","Asia",1992,55.803,10150094,682.3031755
"226","Cambodia","Asia",1997,56.534,11782962,734.28517
"227","Cambodia","Asia",2002,56.752,12926707,896.2260153
"228","Cambodia","Asia",2007,59.723,14131858,1713.778686
"229","Cameroon","Africa",1952,38.523,5009067,1172.667655
"230","Cameroon","Africa",1957,40.428,5359923,1313.048099
"231","Cameroon","Africa",1962,42.643,5793633,1399.607441
"232","Cameroon","Africa",1967,44.799,6335506,1508.453148
"233","Cameroon","Africa",1972,47.049,7021028,1684.146528
"234","Cameroon","Africa",1977,49.355,7959865,1783.432873
"235","Cameroon","Africa",1982,52.961,9250831,2367.983282
"236","Cameroon","Africa",1987,54.985,10780667,2602.664206
"237","Cameroon","Africa",1992,54.314,12467171,1793.163278
"238","Cameroon","Africa",1997,52.199,14195809,1694.337469
"239","Cameroon","Africa",2002,49.856,15929988,1934.011449
"240","Cameroon","Africa",2007,50.43,17696293,2042.09524
"241","Canada","Americas",1952,68.75,14785584,11367.16112
"242","Canada","Americas",1957,69.96,17010154,12489.95006
"243","Canada","Americas",1962,71.3,18985849,13462.48555
"244","Canada","Americas",1967,72.13,20819767,16076.58803
"245","Canada","Americas",1972,72.88,22284500,18970.57086
"246","Canada","Americas",1977,74.21,23796400,22090.88306
"247","Canada","Americas",1982,75.76,25201900,22898.79214
"248","Canada","Americas",1987,76.86,26549700,26626.51503
"249","Canada","Americas",1992,77.95,28523502,26342.88426
"250","Canada","Americas",1997,78.61,30305843,28954.92589
"251","Canada","Americas",2002,79.77,31902268,33328.96507
"252","Canada","Americas",2007,80.653,33390141,36319.23501
"253","Central African Republic","Africa",1952,35.463,1291695,1071.310713
"254","Central African Republic","Africa",1957,37.464,1392284,1190.844328
"255","Central African Republic","Africa",1962,39.475,1523478,1193.068753
"256","Central African Republic","Africa",1967,41.478,1733638,1136.056615
"257","Central African Republic","Africa",1972,43.457,1927260,1070.013275
"258","Central African Republic","Africa",1977,46.775,2167533,1109.374338
"259","Central African Republic","Africa",1982,48.295,2476971,956.7529907
"260","Central African Republic","Africa",1987,50.485,2840009,844.8763504
"261","Central African Republic","Africa",1992,49.396,3265124,747.9055252
"262","Central African Republic","Africa",1997,46.066,3696513,740.5063317
"263","Central African Republic","Africa",2002,43.308,4048013,738.6906068
"264","Central African Republic","Africa",2007,44.741,4369038,706.016537
"265","Chad","Africa",1952,38.092,2682462,1178.665927
"266","Chad","Africa",1957,39.881,2894855,1308.495577
"267","Chad","Africa",1962,41.716,3150417,1389.817618
"268","Chad","Africa",1967,43.601,3495967,1196.810565
"269","Chad","Africa",1972,45.569,3899068,1104.103987
"270","Chad","Africa",1977,47.383,4388260,1133.98495
"271","Chad","Africa",1982,49.517,4875118,797.9081006
"272","Chad","Africa",1987,51.051,5498955,952.386129
"273","Chad","Africa",1992,51.724,6429417,1058.0643
"274","Chad","Africa",1997,51.573,7562011,1004.961353
"275","Chad","Africa",2002,50.525,8835739,1156.18186
"276","Chad","Africa",2007,50.651,10238807,1704.063724
"277","Chile","Americas",1952,54.745,6377619,3939.978789
"278","Chile","Americas",1957,56.074,7048426,4315.622723
"279","Chile","Americas",1962,57.924,7961258,4519.094331
"280","Chile","Americas",1967,60.523,8858908,5106.654313
"281","Chile","Americas",1972,63.441,9717524,5494.024437
"282","Chile","Americas",1977,67.052,10599793,4756.763836
"283","Chile","Americas",1982,70.565,11487112,5095.665738
"284","Chile","Americas",1987,72.492,12463354,5547.063754
"285","Chile","Americas",1992,74.126,13572994,7596.125964
"286","Chile","Americas",1997,75.816,14599929,10118.05318
"287","Chile","Americas",2002,77.86,15497046,10778.78385
"288","Chile","Americas",2007,78.553,16284741,13171.63885
"289","China","Asia",1952,44,556263527,400.448611
"290","China","Asia",1957,50.54896,637408000,575.9870009
"291","China","Asia",1962,44.50136,665770000,487.6740183
"292","China","Asia",1967,58.38112,754550000,612.7056934
"293","China","Asia",1972,63.11888,862030000,676.9000921
"294","China","Asia",1977,63.96736,943455000,741.2374699
"295","China","Asia",1982,65.525,1000281000,962.4213805
"296","China","Asia",1987,67.274,1084035000,1378.904018
"297","China","Asia",1992,68.69,1164970000,1655.784158
"298","China","Asia",1997,70.426,1230075000,2289.234136
"299","China","Asia",2002,72.028,1280400000,3119.280896
"300","China","Asia",2007,72.961,1318683096,4959.114854
"301","Colombia","Americas",1952,50.643,12350771,2144.115096
"302","Colombia","Americas",1957,55.118,14485993,2323.805581
"303","Colombia","Americas",1962,57.863,17009885,2492.351109
"304","Colombia","Americas",1967,59.963,19764027,2678.729839
"305","Colombia","Americas",1972,61.623,22542890,3264.660041
"306","Colombia","Americas",1977,63.837,25094412,3815.80787
"307","Colombia","Americas",1982,66.653,27764644,4397.575659
"308","Colombia","Americas",1987,67.768,30964245,4903.2191
"309","Colombia","Americas",1992,68.421,34202721,5444.648617
"310","Colombia","Americas",1997,70.313,37657830,6117.361746
"311","Colombia","Americas",2002,71.682,41008227,5755.259962
"312","Colombia","Americas",2007,72.889,44227550,7006.580419
"313","Comoros","Africa",1952,40.715,153936,1102.990936
"314","Comoros","Africa",1957,42.46,170928,1211.148548
"315","Comoros","Africa",1962,44.467,191689,1406.648278
"316","Comoros","Africa",1967,46.472,217378,1876.029643
"317","Comoros","Africa",1972,48.944,250027,1937.577675
"318","Comoros","Africa",1977,50.939,304739,1172.603047
"319","Comoros","Africa",1982,52.933,348643,1267.100083
"320","Comoros","Africa",1987,54.926,395114,1315.980812
"321","Comoros","Africa",1992,57.939,454429,1246.90737
"322","Comoros","Africa",1997,60.66,527982,1173.618235
"323","Comoros","Africa",2002,62.974,614382,1075.811558
"324","Comoros","Africa",2007,65.152,710960,986.1478792
"325","Congo, Dem. Rep.","Africa",1952,39.143,14100005,780.5423257
"326","Congo, Dem. Rep.","Africa",1957,40.652,15577932,905.8602303
"327","Congo, Dem. Rep.","Africa",1962,42.122,17486434,896.3146335
"328","Congo, Dem. Rep.","Africa",1967,44.056,19941073,861.5932424
"329","Congo, Dem. Rep.","Africa",1972,45.989,23007669,904.8960685
"330","Congo, Dem. Rep.","Africa",1977,47.804,26480870,795.757282
"331","Congo, Dem. Rep.","Africa",1982,47.784,30646495,673.7478181
"332","Congo, Dem. Rep.","Africa",1987,47.412,35481645,672.774812
"333","Congo, Dem. Rep.","Africa",1992,45.548,41672143,457.7191807
"334","Congo, Dem. Rep.","Africa",1997,42.587,47798986,312.188423
"335","Congo, Dem. Rep.","Africa",2002,44.966,55379852,241.1658765
"336","Congo, Dem. Rep.","Africa",2007,46.462,64606759,277.5518587
"337","Congo, Rep.","Africa",1952,42.111,854885,2125.621418
"338","Congo, Rep.","Africa",1957,45.053,940458,2315.056572
"339","Congo, Rep.","Africa",1962,48.435,1047924,2464.783157
"340","Congo, Rep.","Africa",1967,52.04,1179760,2677.939642
"341","Congo, Rep.","Africa",1972,54.907,1340458,3213.152683
"342","Congo, Rep.","Africa",1977,55.625,1536769,3259.178978
"343","Congo, Rep.","Africa",1982,56.695,1774735,4879.507522
"344","Congo, Rep.","Africa",1987,57.47,2064095,4201.194937
"345","Congo, Rep.","Africa",1992,56.433,2409073,4016.239529
"346","Congo, Rep.","Africa",1997,52.962,2800947,3484.164376
"347","Congo, Rep.","Africa",2002,52.97,3328795,3484.06197
"348","Congo, Rep.","Africa",2007,55.322,3800610,3632.557798
"349","Costa Rica","Americas",1952,57.206,926317,2627.009471
"350","Costa Rica","Americas",1957,60.026,1112300,2990.010802
"351","Costa Rica","Americas",1962,62.842,1345187,3460.937025
"352","Costa Rica","Americas",1967,65.424,1588717,4161.727834
"353","Costa Rica","Americas",1972,67.849,1834796,5118.146939
"354","Costa Rica","Americas",1977,70.75,2108457,5926.876967
"355","Costa Rica","Americas",1982,73.45,2424367,5262.734751
"356","Costa Rica","Americas",1987,74.752,2799811,5629.915318
"357","Costa Rica","Americas",1992,75.713,3173216,6160.416317
"358","Costa Rica","Americas",1997,77.26,3518107,6677.045314
"359","Costa Rica","Americas",2002,78.123,3834934,7723.447195
"360","Costa Rica","Americas",2007,78.782,4133884,9645.06142
"361","Cote d'Ivoire","Africa",1952,40.477,2977019,1388.594732
"362","Cote d'Ivoire","Africa",1957,42.469,3300000,1500.895925
"363","Cote d'Ivoire","Africa",1962,44.93,3832408,1728.869428
"364","Cote d'Ivoire","Africa",1967,47.35,4744870,2052.050473
"365","Cote d'Ivoire","Africa",1972,49.801,6071696,2378.201111
"366","Cote d'Ivoire","Africa",1977,52.374,7459574,2517.736547
"367","Cote d'Ivoire","Africa",1982,53.983,9025951,2602.710169
"368","Cote d'Ivoire","Africa",1987,54.655,10761098,2156.956069
"369","Cote d'Ivoire","Africa",1992,52.044,12772596,1648.073791
"370","Cote d'Ivoire","Africa",1997,47.991,14625967,1786.265407
"371","Cote d'Ivoire","Africa",2002,46.832,16252726,1648.800823
"372","Cote d'Ivoire","Africa",2007,48.328,18013409,1544.750112
"373","Croatia","Europe",1952,61.21,3882229,3119.23652
"374","Croatia","Europe",1957,64.77,3991242,4338.231617
"375","Croatia","Europe",1962,67.13,4076557,5477.890018
"376","Croatia","Europe",1967,68.5,4174366,6960.297861
"377","Croatia","Europe",1972,69.61,4225310,9164.090127
"378","Croatia","Europe",1977,70.64,4318673,11305.38517
"379","Croatia","Europe",1982,70.46,4413368,13221.82184
"380","Croatia","Europe",1987,71.52,4484310,13822.58394
"381","Croatia","Europe",1992,72.527,4494013,8447.794873
"382","Croatia","Europe",1997,73.68,4444595,9875.604515
"383","Croatia","Europe",2002,74.876,4481020,11628.38895
"384","Croatia","Europe",2007,75.748,4493312,14619.22272
"385","Cuba","Americas",1952,59.421,6007797,5586.53878
"386","Cuba","Americas",1957,62.325,6640752,6092.174359
"387","Cuba","Americas",1962,65.246,7254373,5180.75591
"388","Cuba","Americas",1967,68.29,8139332,5690.268015
"389","Cuba","Americas",1972,70.723,8831348,5305.445256
"390","Cuba","Americas",1977,72.649,9537988,6380.494966
"391","Cuba","Americas",1982,73.717,9789224,7316.918107
"392","Cuba","Americas",1987,74.174,10239839,7532.924763
"393","Cuba","Americas",1992,74.414,10723260,5592.843963
"394","Cuba","Americas",1997,76.151,10983007,5431.990415
"395","Cuba","Americas",2002,77.158,11226999,6340.646683
"396","Cuba","Americas",2007,78.273,11416987,8948.102923
"397","Czech Republic","Europe",1952,66.87,9125183,6876.14025
"398","Czech Republic","Europe",1957,69.03,9513758,8256.343918
"399","Czech Republic","Europe",1962,69.9,9620282,10136.86713
"400","Czech Republic","Europe",1967,70.38,9835109,11399.44489
"401","Czech Republic","Europe",1972,70.29,9862158,13108.4536
"402","Czech Republic","Europe",1977,70.71,10161915,14800.16062
"403","Czech Republic","Europe",1982,70.96,10303704,15377.22855
"404","Czech Republic","Europe",1987,71.58,10311597,16310.4434
"405","Czech Republic","Europe",1992,72.4,10315702,14297.02122
"406","Czech Republic","Europe",1997,74.01,10300707,16048.51424
"407","Czech Republic","Europe",2002,75.51,10256295,17596.21022
"408","Czech Republic","Europe",2007,76.486,10228744,22833.30851
"409","Denmark","Europe",1952,70.78,4334000,9692.385245
"410","Denmark","Europe",1957,71.81,4487831,11099.65935
"411","Denmark","Europe",1962,72.35,4646899,13583.31351
"412","Denmark","Europe",1967,72.96,4838800,15937.21123
"413","Denmark","Europe",1972,73.47,4991596,18866.20721
"414","Denmark","Europe",1977,74.69,5088419,20422.9015
"415","Denmark","Europe",1982,74.63,5117810,21688.04048
"416","Denmark","Europe",1987,74.8,5127024,25116.17581
"417","Denmark","Europe",1992,75.33,5171393,26406.73985
"418","Denmark","Europe",1997,76.11,5283663,29804.34567
"419","Denmark","Europe",2002,77.18,5374693,32166.50006
"420","Denmark","Europe",2007,78.332,5468120,35278.41874
"421","Djibouti","Africa",1952,34.812,63149,2669.529475
"422","Djibouti","Africa",1957,37.328,71851,2864.969076
"423","Djibouti","Africa",1962,39.693,89898,3020.989263
"424","Djibouti","Africa",1967,42.074,127617,3020.050513
"425","Djibouti","Africa",1972,44.366,178848,3694.212352
"426","Djibouti","Africa",1977,46.519,228694,3081.761022
"427","Djibouti","Africa",1982,48.812,305991,2879.468067
"428","Djibouti","Africa",1987,50.04,311025,2880.102568
"429","Djibouti","Africa",1992,51.604,384156,2377.156192
"430","Djibouti","Africa",1997,53.157,417908,1895.016984
"431","Djibouti","Africa",2002,53.373,447416,1908.260867
"432","Djibouti","Africa",2007,54.791,496374,2082.481567
"433","Dominican Republic","Americas",1952,45.928,2491346,1397.717137
"434","Dominican Republic","Americas",1957,49.828,2923186,1544.402995
"435","Dominican Republic","Americas",1962,53.459,3453434,1662.137359
"436","Dominican Republic","Americas",1967,56.751,4049146,1653.723003
"437","Dominican Republic","Americas",1972,59.631,4671329,2189.874499
"438","Dominican Republic","Americas",1977,61.788,5302800,2681.9889
"439","Dominican Republic","Americas",1982,63.727,5968349,2861.092386
"440","Dominican Republic","Americas",1987,66.046,6655297,2899.842175
"441","Dominican Republic","Americas",1992,68.457,7351181,3044.214214
"442","Dominican Republic","Americas",1997,69.957,7992357,3614.101285
"443","Dominican Republic","Americas",2002,70.847,8650322,4563.808154
"444","Dominican Republic","Americas",2007,72.235,9319622,6025.374752
"445","Ecuador","Americas",1952,48.357,3548753,3522.110717
"446","Ecuador","Americas",1957,51.356,4058385,3780.546651
"447","Ecuador","Americas",1962,54.64,4681707,4086.114078
"448","Ecuador","Americas",1967,56.678,5432424,4579.074215
"449","Ecuador","Americas",1972,58.796,6298651,5280.99471
"450","Ecuador","Americas",1977,61.31,7278866,6679.62326
"451","Ecuador","Americas",1982,64.342,8365850,7213.791267
"452","Ecuador","Americas",1987,67.231,9545158,6481.776993
"453","Ecuador","Americas",1992,69.613,10748394,7103.702595
"454","Ecuador","Americas",1997,72.312,11911819,7429.455877
"455","Ecuador","Americas",2002,74.173,12921234,5773.044512
"456","Ecuador","Americas",2007,74.994,13755680,6873.262326
"457","Egypt","Africa",1952,41.893,22223309,1418.822445
"458","Egypt","Africa",1957,44.444,25009741,1458.915272
"459","Egypt","Africa",1962,46.992,28173309,1693.335853
"460","Egypt","Africa",1967,49.293,31681188,1814.880728
"461","Egypt","Africa",1972,51.137,34807417,2024.008147
"462","Egypt","Africa",1977,53.319,38783863,2785.493582
"463","Egypt","Africa",1982,56.006,45681811,3503.729636
"464","Egypt","Africa",1987,59.797,52799062,3885.46071
"465","Egypt","Africa",1992,63.674,59402198,3794.755195
"466","Egypt","Africa",1997,67.217,66134291,4173.181797
"467","Egypt","Africa",2002,69.806,73312559,4754.604414
"468","Egypt","Africa",2007,71.338,80264543,5581.180998
"469","El Salvador","Americas",1952,45.262,2042865,3048.3029
"470","El Salvador","Americas",1957,48.57,2355805,3421.523218
"471","El Salvador","Americas",1962,52.307,2747687,3776.803627
"472","El Salvador","Americas",1967,55.855,3232927,4358.595393
"473","El Salvador","Americas",1972,58.207,3790903,4520.246008
"474","El Salvador","Americas",1977,56.696,4282586,5138.922374
"475","El Salvador","Americas",1982,56.604,4474873,4098.344175
"476","El Salvador","Americas",1987,63.154,4842194,4140.442097
"477","El Salvador","Americas",1992,66.798,5274649,4444.2317
"478","El Salvador","Americas",1997,69.535,5783439,5154.825496
"479","El Salvador","Americas",2002,70.734,6353681,5351.568666
"480","El Salvador","Americas",2007,71.878,6939688,5728.353514
"481","Equatorial Guinea","Africa",1952,34.482,216964,375.6431231
"482","Equatorial Guinea","Africa",1957,35.983,232922,426.0964081
"483","Equatorial Guinea","Africa",1962,37.485,249220,582.8419714
"484","Equatorial Guinea","Africa",1967,38.987,259864,915.5960025
"485","Equatorial Guinea","Africa",1972,40.516,277603,672.4122571
"486","Equatorial Guinea","Africa",1977,42.024,192675,958.5668124
"487","Equatorial Guinea","Africa",1982,43.662,285483,927.8253427
"488","Equatorial Guinea","Africa",1987,45.664,341244,966.8968149
"489","Equatorial Guinea","Africa",1992,47.545,387838,1132.055034
"490","Equatorial Guinea","Africa",1997,48.245,439971,2814.480755
"491","Equatorial Guinea","Africa",2002,49.348,495627,7703.4959
"492","Equatorial Guinea","Africa",2007,51.579,551201,12154.08975
"493","Eritrea","Africa",1952,35.928,1438760,328.9405571
"494","Eritrea","Africa",1957,38.047,1542611,344.1618859
"495","Eritrea","Africa",1962,40.158,1666618,380.9958433
"496","Eritrea","Africa",1967,42.189,1820319,468.7949699
"497","Eritrea","Africa",1972,44.142,2260187,514.3242082
"498","Eritrea","Africa",1977,44.535,2512642,505.7538077
"499","Eritrea","Africa",1982,43.89,2637297,524.8758493
"500","Eritrea","Africa",1987,46.453,2915959,521.1341333
"501","Eritrea","Africa",1992,49.991,3668440,582.8585102
"502","Eritrea","Africa",1997,53.378,4058319,913.47079
"503","Eritrea","Africa",2002,55.24,4414865,765.3500015
"504","Eritrea","Africa",2007,58.04,4906585,641.3695236
"505","Ethiopia","Africa",1952,34.078,20860941,362.1462796
"506","Ethiopia","Africa",1957,36.667,22815614,378.9041632
"507","Ethiopia","Africa",1962,40.059,25145372,419.4564161
"508","Ethiopia","Africa",1967,42.115,27860297,516.1186438
"509","Ethiopia","Africa",1972,43.515,30770372,566.2439442
"510","Ethiopia","Africa",1977,44.51,34617799,556.8083834
"511","Ethiopia","Africa",1982,44.916,38111756,577.8607471
"512","Ethiopia","Africa",1987,46.684,42999530,573.7413142
"513","Ethiopia","Africa",1992,48.091,52088559,421.3534653
"514","Ethiopia","Africa",1997,49.402,59861301,515.8894013
"515","Ethiopia","Africa",2002,50.725,67946797,530.0535319
"516","Ethiopia","Africa",2007,52.947,76511887,690.8055759
"517","Finland","Europe",1952,66.55,4090500,6424.519071
"518","Finland","Europe",1957,67.49,4324000,7545.415386
"519","Finland","Europe",1962,68.75,4491443,9371.842561
"520","Finland","Europe",1967,69.83,4605744,10921.63626
"521","Finland","Europe",1972,70.87,4639657,14358.8759
"522","Finland","Europe",1977,72.52,4738902,15605.42283
"523","Finland","Europe",1982,74.55,4826933,18533.15761
"524","Finland","Europe",1987,74.83,4931729,21141.01223
"525","Finland","Europe",1992,75.7,5041039,20647.16499
"526","Finland","Europe",1997,77.13,5134406,23723.9502
"527","Finland","Europe",2002,78.37,5193039,28204.59057
"528","Finland","Europe",2007,79.313,5238460,33207.0844
"529","France","Europe",1952,67.41,42459667,7029.809327
"530","France","Europe",1957,68.93,44310863,8662.834898
"531","France","Europe",1962,70.51,47124000,10560.48553
"532","France","Europe",1967,71.55,49569000,12999.91766
"533","France","Europe",1972,72.38,51732000,16107.19171
"534","France","Europe",1977,73.83,53165019,18292.63514
"535","France","Europe",1982,74.89,54433565,20293.89746
"536","France","Europe",1987,76.34,55630100,22066.44214
"537","France","Europe",1992,77.46,57374179,24703.79615
"538","France","Europe",1997,78.64,58623428,25889.78487
"539","France","Europe",2002,79.59,59925035,28926.03234
"540","France","Europe",2007,80.657,61083916,30470.0167
"541","Gabon","Africa",1952,37.003,420702,4293.476475
"542","Gabon","Africa",1957,38.999,434904,4976.198099
"543","Gabon","Africa",1962,40.489,455661,6631.459222
"544","Gabon","Africa",1967,44.598,489004,8358.761987
"545","Gabon","Africa",1972,48.69,537977,11401.94841
"546","Gabon","Africa",1977,52.79,706367,21745.57328
"547","Gabon","Africa",1982,56.564,753874,15113.36194
"548","Gabon","Africa",1987,60.19,880397,11864.40844
"549","Gabon","Africa",1992,61.366,985739,13522.15752
"550","Gabon","Africa",1997,60.461,1126189,14722.84188
"551","Gabon","Africa",2002,56.761,1299304,12521.71392
"552","Gabon","Africa",2007,56.735,1454867,13206.48452
"553","Gambia","Africa",1952,30,284320,485.2306591
"554","Gambia","Africa",1957,32.065,323150,520.9267111
"555","Gambia","Africa",1962,33.896,374020,599.650276
"556","Gambia","Africa",1967,35.857,439593,734.7829124
"557","Gambia","Africa",1972,38.308,517101,756.0868363
"558","Gambia","Africa",1977,41.842,608274,884.7552507
"559","Gambia","Africa",1982,45.58,715523,835.8096108
"560","Gambia","Africa",1987,49.265,848406,611.6588611
"561","Gambia","Africa",1992,52.644,1025384,665.6244126
"562","Gambia","Africa",1997,55.861,1235767,653.7301704
"563","Gambia","Africa",2002,58.041,1457766,660.5855997
"564","Gambia","Africa",2007,59.448,1688359,752.7497265
"565","Germany","Europe",1952,67.5,69145952,7144.114393
"566","Germany","Europe",1957,69.1,71019069,10187.82665
"567","Germany","Europe",1962,70.3,73739117,12902.46291
"568","Germany","Europe",1967,70.8,76368453,14745.62561
"569","Germany","Europe",1972,71,78717088,18016.18027
"570","Germany","Europe",1977,72.5,78160773,20512.92123
"571","Germany","Europe",1982,73.8,78335266,22031.53274
"572","Germany","Europe",1987,74.847,77718298,24639.18566
"573","Germany","Europe",1992,76.07,80597764,26505.30317
"574","Germany","Europe",1997,77.34,82011073,27788.88416
"575","Germany","Europe",2002,78.67,82350671,30035.80198
"576","Germany","Europe",2007,79.406,82400996,32170.37442
"577","Ghana","Africa",1952,43.149,5581001,911.2989371
"578","Ghana","Africa",1957,44.779,6391288,1043.561537
"579","Ghana","Africa",1962,46.452,7355248,1190.041118
"580","Ghana","Africa",1967,48.072,8490213,1125.69716
"581","Ghana","Africa",1972,49.875,9354120,1178.223708
"582","Ghana","Africa",1977,51.756,10538093,993.2239571
"583","Ghana","Africa",1982,53.744,11400338,876.032569
"584","Ghana","Africa",1987,55.729,14168101,847.0061135
"585","Ghana","Africa",1992,57.501,16278738,925.060154
"586","Ghana","Africa",1997,58.556,18418288,1005.245812
"587","Ghana","Africa",2002,58.453,20550751,1111.984578
"588","Ghana","Africa",2007,60.022,22873338,1327.60891
"589","Greece","Europe",1952,65.86,7733250,3530.690067
"590","Greece","Europe",1957,67.86,8096218,4916.299889
"591","Greece","Europe",1962,69.51,8448233,6017.190733
"592","Greece","Europe",1967,71,8716441,8513.097016
"593","Greece","Europe",1972,72.34,8888628,12724.82957
"594","Greece","Europe",1977,73.68,9308479,14195.52428
"595","Greece","Europe",1982,75.24,9786480,15268.42089
"596","Greece","Europe",1987,76.67,9974490,16120.52839
"597","Greece","Europe",1992,77.03,10325429,17541.49634
"598","Greece","Europe",1997,77.869,10502372,18747.69814
"599","Greece","Europe",2002,78.256,10603863,22514.2548
"600","Greece","Europe",2007,79.483,10706290,27538.41188
"601","Guatemala","Americas",1952,42.023,3146381,2428.237769
"602","Guatemala","Americas",1957,44.142,3640876,2617.155967
"603","Guatemala","Americas",1962,46.954,4208858,2750.364446
"604","Guatemala","Americas",1967,50.016,4690773,3242.531147
"605","Guatemala","Americas",1972,53.738,5149581,4031.408271
"606","Guatemala","Americas",1977,56.029,5703430,4879.992748
"607","Guatemala","Americas",1982,58.137,6395630,4820.49479
"608","Guatemala","Americas",1987,60.782,7326406,4246.485974
"609","Guatemala","Americas",1992,63.373,8486949,4439.45084
"610","Guatemala","Americas",1997,66.322,9803875,4684.313807
"611","Guatemala","Americas",2002,68.978,11178650,4858.347495
"612","Guatemala","Americas",2007,70.259,12572928,5186.050003
"613","Guinea","Africa",1952,33.609,2664249,510.1964923
"614","Guinea","Africa",1957,34.558,2876726,576.2670245
"615","Guinea","Africa",1962,35.753,3140003,686.3736739
"616","Guinea","Africa",1967,37.197,3451418,708.7595409
"617","Guinea","Africa",1972,38.842,3811387,741.6662307
"618","Guinea","Africa",1977,40.762,4227026,874.6858643
"619","Guinea","Africa",1982,42.891,4710497,857.2503577
"620","Guinea","Africa",1987,45.552,5650262,805.5724718
"621","Guinea","Africa",1992,48.576,6990574,794.3484384
"622","Guinea","Africa",1997,51.455,8048834,869.4497668
"623","Guinea","Africa",2002,53.676,8807818,945.5835837
"624","Guinea","Africa",2007,56.007,9947814,942.6542111
"625","Guinea-Bissau","Africa",1952,32.5,580653,299.850319
"626","Guinea-Bissau","Africa",1957,33.489,601095,431.7904566
"627","Guinea-Bissau","Africa",1962,34.488,627820,522.0343725
"628","Guinea-Bissau","Africa",1967,35.492,601287,715.5806402
"629","Guinea-Bissau","Africa",1972,36.486,625361,820.2245876
"630","Guinea-Bissau","Africa",1977,37.465,745228,764.7259628
"631","Guinea-Bissau","Africa",1982,39.327,825987,838.1239671
"632","Guinea-Bissau","Africa",1987,41.245,927524,736.4153921
"633","Guinea-Bissau","Africa",1992,43.266,1050938,745.5398706
"634","Guinea-Bissau","Africa",1997,44.873,1193708,796.6644681
"635","Guinea-Bissau","Africa",2002,45.504,1332459,575.7047176
"636","Guinea-Bissau","Africa",2007,46.388,1472041,579.231743
"637","Haiti","Americas",1952,37.579,3201488,1840.366939
"638","Haiti","Americas",1957,40.696,3507701,1726.887882
"639","Haiti","Americas",1962,43.59,3880130,1796.589032
"640","Haiti","Americas",1967,46.243,4318137,1452.057666
"641","Haiti","Americas",1972,48.042,4698301,1654.456946
"642","Haiti","Americas",1977,49.923,4908554,1874.298931
"643","Haiti","Americas",1982,51.461,5198399,2011.159549
"644","Haiti","Americas",1987,53.636,5756203,1823.015995
"645","Haiti","Americas",1992,55.089,6326682,1456.309517
"646","Haiti","Americas",1997,56.671,6913545,1341.726931
"647","Haiti","Americas",2002,58.137,7607651,1270.364932
"648","Haiti","Americas",2007,60.916,8502814,1201.637154
"649","Honduras","Americas",1952,41.912,1517453,2194.926204
"650","Honduras","Americas",1957,44.665,1770390,2220.487682
"651","Honduras","Americas",1962,48.041,2090162,2291.156835
"652","Honduras","Americas",1967,50.924,2500689,2538.269358
"653","Honduras","Americas",1972,53.884,2965146,2529.842345
"654","Honduras","Americas",1977,57.402,3055235,3203.208066
"655","Honduras","Americas",1982,60.909,3669448,3121.760794
"656","Honduras","Americas",1987,64.492,4372203,3023.096699
"657","Honduras","Americas",1992,66.399,5077347,3081.694603
"658","Honduras","Americas",1997,67.659,5867957,3160.454906
"659","Honduras","Americas",2002,68.565,6677328,3099.72866
"660","Honduras","Americas",2007,70.198,7483763,3548.330846
"661","Hong Kong, China","Asia",1952,60.96,2125900,3054.421209
"662","Hong Kong, China","Asia",1957,64.75,2736300,3629.076457
"663","Hong Kong, China","Asia",1962,67.65,3305200,4692.648272
"664","Hong Kong, China","Asia",1967,70,3722800,6197.962814
"665","Hong Kong, China","Asia",1972,72,4115700,8315.928145
"666","Hong Kong, China","Asia",1977,73.6,4583700,11186.14125
"667","Hong Kong, China","Asia",1982,75.45,5264500,14560.53051
"668","Hong Kong, China","Asia",1987,76.2,5584510,20038.47269
"669","Hong Kong, China","Asia",1992,77.601,5829696,24757.60301
"670","Hong Kong, China","Asia",1997,80,6495918,28377.63219
"671","Hong Kong, China","Asia",2002,81.495,6762476,30209.01516
"672","Hong Kong, China","Asia",2007,82.208,6980412,39724.97867
"673","Hungary","Europe",1952,64.03,9504000,5263.673816
"674","Hungary","Europe",1957,66.41,9839000,6040.180011
"675","Hungary","Europe",1962,67.96,10063000,7550.359877
"676","Hungary","Europe",1967,69.5,10223422,9326.64467
"677","Hungary","Europe",1972,69.76,10394091,10168.65611
"678","Hungary","Europe",1977,69.95,10637171,11674.83737
"679","Hungary","Europe",1982,69.39,10705535,12545.99066
"680","Hungary","Europe",1987,69.58,10612740,12986.47998
"681","Hungary","Europe",1992,69.17,10348684,10535.62855
"682","Hungary","Europe",1997,71.04,10244684,11712.7768
"683","Hungary","Europe",2002,72.59,10083313,14843.93556
"684","Hungary","Europe",2007,73.338,9956108,18008.94444
"685","Iceland","Europe",1952,72.49,147962,7267.688428
"686","Iceland","Europe",1957,73.47,165110,9244.001412
"687","Iceland","Europe",1962,73.68,182053,10350.15906
"688","Iceland","Europe",1967,73.73,198676,13319.89568
"689","Iceland","Europe",1972,74.46,209275,15798.06362
"690","Iceland","Europe",1977,76.11,221823,19654.96247
"691","Iceland","Europe",1982,76.99,233997,23269.6075
"692","Iceland","Europe",1987,77.23,244676,26923.20628
"693","Iceland","Europe",1992,78.77,259012,25144.39201
"694","Iceland","Europe",1997,78.95,271192,28061.09966
"695","Iceland","Europe",2002,80.5,288030,31163.20196
"696","Iceland","Europe",2007,81.757,301931,36180.78919
"697","India","Asia",1952,37.373,372000000,546.5657493
"698","India","Asia",1957,40.249,409000000,590.061996
"699","India","Asia",1962,43.605,454000000,658.3471509
"700","India","Asia",1967,47.193,506000000,700.7706107
"701","India","Asia",1972,50.651,567000000,724.032527
"702","India","Asia",1977,54.208,634000000,813.337323
"703","India","Asia",1982,56.596,708000000,855.7235377
"704","India","Asia",1987,58.553,788000000,976.5126756
"705","India","Asia",1992,60.223,872000000,1164.406809
"706","India","Asia",1997,61.765,959000000,1458.817442
"707","India","Asia",2002,62.879,1034172547,1746.769454
"708","India","Asia",2007,64.698,1110396331,2452.210407
"709","Indonesia","Asia",1952,37.468,82052000,749.6816546
"710","Indonesia","Asia",1957,39.918,90124000,858.9002707
"711","Indonesia","Asia",1962,42.518,99028000,849.2897701
"712","Indonesia","Asia",1967,45.964,109343000,762.4317721
"713","Indonesia","Asia",1972,49.203,121282000,1111.107907
"714","Indonesia","Asia",1977,52.702,136725000,1382.702056
"715","Indonesia","Asia",1982,56.159,153343000,1516.872988
"716","Indonesia","Asia",1987,60.137,169276000,1748.356961
"717","Indonesia","Asia",1992,62.681,184816000,2383.140898
"718","Indonesia","Asia",1997,66.041,199278000,3119.335603
"719","Indonesia","Asia",2002,68.588,211060000,2873.91287
"720","Indonesia","Asia",2007,70.65,223547000,3540.651564
"721","Iran","Asia",1952,44.869,17272000,3035.326002
"722","Iran","Asia",1957,47.181,19792000,3290.257643
"723","Iran","Asia",1962,49.325,22874000,4187.329802
"724","Iran","Asia",1967,52.469,26538000,5906.731805
"725","Iran","Asia",1972,55.234,30614000,9613.818607
"726","Iran","Asia",1977,57.702,35480679,11888.59508
"727","Iran","Asia",1982,59.62,43072751,7608.334602
"728","Iran","Asia",1987,63.04,51889696,6642.881371
"729","Iran","Asia",1992,65.742,60397973,7235.653188
"730","Iran","Asia",1997,68.042,63327987,8263.590301
"731","Iran","Asia",2002,69.451,66907826,9240.761975
"732","Iran","Asia",2007,70.964,69453570,11605.71449
"733","Iraq","Asia",1952,45.32,5441766,4129.766056
"734","Iraq","Asia",1957,48.437,6248643,6229.333562
"735","Iraq","Asia",1962,51.457,7240260,8341.737815
"736","Iraq","Asia",1967,54.459,8519282,8931.459811
"737","Iraq","Asia",1972,56.95,10061506,9576.037596
"738","Iraq","Asia",1977,60.413,11882916,14688.23507
"739","Iraq","Asia",1982,62.038,14173318,14517.90711
"740","Iraq","Asia",1987,65.044,16543189,11643.57268
"741","Iraq","Asia",1992,59.461,17861905,3745.640687
"742","Iraq","Asia",1997,58.811,20775703,3076.239795
"743","Iraq","Asia",2002,57.046,24001816,4390.717312
"744","Iraq","Asia",2007,59.545,27499638,4471.061906
"745","Ireland","Europe",1952,66.91,2952156,5210.280328
"746","Ireland","Europe",1957,68.9,2878220,5599.077872
"747","Ireland","Europe",1962,70.29,2830000,6631.597314
"748","Ireland","Europe",1967,71.08,2900100,7655.568963
"749","Ireland","Europe",1972,71.28,3024400,9530.772896
"750","Ireland","Europe",1977,72.03,3271900,11150.98113
"751","Ireland","Europe",1982,73.1,3480000,12618.32141
"752","Ireland","Europe",1987,74.36,3539900,13872.86652
"753","Ireland","Europe",1992,75.467,3557761,17558.81555
"754","Ireland","Europe",1997,76.122,3667233,24521.94713
"755","Ireland","Europe",2002,77.783,3879155,34077.04939
"756","Ireland","Europe",2007,78.885,4109086,40675.99635
"757","Israel","Asia",1952,65.39,1620914,4086.522128
"758","Israel","Asia",1957,67.84,1944401,5385.278451
"759","Israel","Asia",1962,69.39,2310904,7105.630706
"760","Israel","Asia",1967,70.75,2693585,8393.741404
"761","Israel","Asia",1972,71.63,3095893,12786.93223
"762","Israel","Asia",1977,73.06,3495918,13306.61921
"763","Israel","Asia",1982,74.45,3858421,15367.0292
"764","Israel","Asia",1987,75.6,4203148,17122.47986
"765","Israel","Asia",1992,76.93,4936550,18051.52254
"766","Israel","Asia",1997,78.269,5531387,20896.60924
"767","Israel","Asia",2002,79.696,6029529,21905.59514
"768","Israel","Asia",2007,80.745,6426679,25523.2771
"769","Italy","Europe",1952,65.94,47666000,4931.404155
"770","Italy","Europe",1957,67.81,49182000,6248.656232
"771","Italy","Europe",1962,69.24,50843200,8243.58234
"772","Italy","Europe",1967,71.06,52667100,10022.40131
"773","Italy","Europe",1972,72.19,54365564,12269.27378
"774","Italy","Europe",1977,73.48,56059245,14255.98475
"775","Italy","Europe",1982,74.98,56535636,16537.4835
"776","Italy","Europe",1987,76.42,56729703,19207.23482
"777","Italy","Europe",1992,77.44,56840847,22013.64486
"778","Italy","Europe",1997,78.82,57479469,24675.02446
"779","Italy","Europe",2002,80.24,57926999,27968.09817
"780","Italy","Europe",2007,80.546,58147733,28569.7197
"781","Jamaica","Americas",1952,58.53,1426095,2898.530881
"782","Jamaica","Americas",1957,62.61,1535090,4756.525781
"783","Jamaica","Americas",1962,65.61,1665128,5246.107524
"784","Jamaica","Americas",1967,67.51,1861096,6124.703451
"785","Jamaica","Americas",1972,69,1997616,7433.889293
"786","Jamaica","Americas",1977,70.11,2156814,6650.195573
"787","Jamaica","Americas",1982,71.21,2298309,6068.05135
"788","Jamaica","Americas",1987,71.77,2326606,6351.237495
"789","Jamaica","Americas",1992,71.766,2378618,7404.923685
"790","Jamaica","Americas",1997,72.262,2531311,7121.924704
"791","Jamaica","Americas",2002,72.047,2664659,6994.774861
"792","Jamaica","Americas",2007,72.567,2780132,7320.880262
"793","Japan","Asia",1952,63.03,86459025,3216.956347
"794","Japan","Asia",1957,65.5,91563009,4317.694365
"795","Japan","Asia",1962,68.73,95831757,6576.649461
"796","Japan","Asia",1967,71.43,100825279,9847.788607
"797","Japan","Asia",1972,73.42,107188273,14778.78636
"798","Japan","Asia",1977,75.38,113872473,16610.37701
"799","Japan","Asia",1982,77.11,118454974,19384.10571
"800","Japan","Asia",1987,78.67,122091325,22375.94189
"801","Japan","Asia",1992,79.36,124329269,26824.89511
"802","Japan","Asia",1997,80.69,125956499,28816.58499
"803","Japan","Asia",2002,82,127065841,28604.5919
"804","Japan","Asia",2007,82.603,127467972,31656.06806
"805","Jordan","Asia",1952,43.158,607914,1546.907807
"806","Jordan","Asia",1957,45.669,746559,1886.080591
"807","Jordan","Asia",1962,48.126,933559,2348.009158
"808","Jordan","Asia",1967,51.629,1255058,2741.796252
"809","Jordan","Asia",1972,56.528,1613551,2110.856309
"810","Jordan","Asia",1977,61.134,1937652,2852.351568
"811","Jordan","Asia",1982,63.739,2347031,4161.415959
"812","Jordan","Asia",1987,65.869,2820042,4448.679912
"813","Jordan","Asia",1992,68.015,3867409,3431.593647
"814","Jordan","Asia",1997,69.772,4526235,3645.379572
"815","Jordan","Asia",2002,71.263,5307470,3844.917194
"816","Jordan","Asia",2007,72.535,6053193,4519.461171
"817","Kenya","Africa",1952,42.27,6464046,853.540919
"818","Kenya","Africa",1957,44.686,7454779,944.4383152
"819","Kenya","Africa",1962,47.949,8678557,896.9663732
"820","Kenya","Africa",1967,50.654,10191512,1056.736457
"821","Kenya","Africa",1972,53.559,12044785,1222.359968
"822","Kenya","Africa",1977,56.155,14500404,1267.613204
"823","Kenya","Africa",1982,58.766,17661452,1348.225791
"824","Kenya","Africa",1987,59.339,21198082,1361.936856
"825","Kenya","Africa",1992,59.285,25020539,1341.921721
"826","Kenya","Africa",1997,54.407,28263827,1360.485021
"827","Kenya","Africa",2002,50.992,31386842,1287.514732
"828","Kenya","Africa",2007,54.11,35610177,1463.249282
"829","Korea, Dem. Rep.","Asia",1952,50.056,8865488,1088.277758
"830","Korea, Dem. Rep.","Asia",1957,54.081,9411381,1571.134655
"831","Korea, Dem. Rep.","Asia",1962,56.656,10917494,1621.693598
"832","Korea, Dem. Rep.","Asia",1967,59.942,12617009,2143.540609
"833","Korea, Dem. Rep.","Asia",1972,63.983,14781241,3701.621503
"834","Korea, Dem. Rep.","Asia",1977,67.159,16325320,4106.301249
"835","Korea, Dem. Rep.","Asia",1982,69.1,17647518,4106.525293
"836","Korea, Dem. Rep.","Asia",1987,70.647,19067554,4106.492315
"837","Korea, Dem. Rep.","Asia",1992,69.978,20711375,3726.063507
"838","Korea, Dem. Rep.","Asia",1997,67.727,21585105,1690.756814
"839","Korea, Dem. Rep.","Asia",2002,66.662,22215365,1646.758151
"840","Korea, Dem. Rep.","Asia",2007,67.297,23301725,1593.06548
"841","Korea, Rep.","Asia",1952,47.453,20947571,1030.592226
"842","Korea, Rep.","Asia",1957,52.681,22611552,1487.593537
"843","Korea, Rep.","Asia",1962,55.292,26420307,1536.344387
"844","Korea, Rep.","Asia",1967,57.716,30131000,2029.228142
"845","Korea, Rep.","Asia",1972,62.612,33505000,3030.87665
"846","Korea, Rep.","Asia",1977,64.766,36436000,4657.22102
"847","Korea, Rep.","Asia",1982,67.123,39326000,5622.942464
"848","Korea, Rep.","Asia",1987,69.81,41622000,8533.088805
"849","Korea, Rep.","Asia",1992,72.244,43805450,12104.27872
"850","Korea, Rep.","Asia",1997,74.647,46173816,15993.52796
"851","Korea, Rep.","Asia",2002,77.045,47969150,19233.98818
"852","Korea, Rep.","Asia",2007,78.623,49044790,23348.13973
"853","Kuwait","Asia",1952,55.565,160000,108382.3529
"854","Kuwait","Asia",1957,58.033,212846,113523.1329
"855","Kuwait","Asia",1962,60.47,358266,95458.11176
"856","Kuwait","Asia",1967,64.624,575003,80894.88326
"857","Kuwait","Asia",1972,67.712,841934,109347.867
"858","Kuwait","Asia",1977,69.343,1140357,59265.47714
"859","Kuwait","Asia",1982,71.309,1497494,31354.03573
"860","Kuwait","Asia",1987,74.174,1891487,28118.42998
"861","Kuwait","Asia",1992,75.19,1418095,34932.91959
"862","Kuwait","Asia",1997,76.156,1765345,40300.61996
"863","Kuwait","Asia",2002,76.904,2111561,35110.10566
"864","Kuwait","Asia",2007,77.588,2505559,47306.98978
"865","Lebanon","Asia",1952,55.928,1439529,4834.804067
"866","Lebanon","Asia",1957,59.489,1647412,6089.786934
"867","Lebanon","Asia",1962,62.094,1886848,5714.560611
"868","Lebanon","Asia",1967,63.87,2186894,6006.983042
"869","Lebanon","Asia",1972,65.421,2680018,7486.384341
"870","Lebanon","Asia",1977,66.099,3115787,8659.696836
"871","Lebanon","Asia",1982,66.983,3086876,7640.519521
"872","Lebanon","Asia",1987,67.926,3089353,5377.091329
"873","Lebanon","Asia",1992,69.292,3219994,6890.806854
"874","Lebanon","Asia",1997,70.265,3430388,8754.96385
"875","Lebanon","Asia",2002,71.028,3677780,9313.93883
"876","Lebanon","Asia",2007,71.993,3921278,10461.05868
"877","Lesotho","Africa",1952,42.138,748747,298.8462121
"878","Lesotho","Africa",1957,45.047,813338,335.9971151
"879","Lesotho","Africa",1962,47.747,893143,411.8006266
"880","Lesotho","Africa",1967,48.492,996380,498.6390265
"881","Lesotho","Africa",1972,49.767,1116779,496.5815922
"882","Lesotho","Africa",1977,52.208,1251524,745.3695408
"883","Lesotho","Africa",1982,55.078,1411807,797.2631074
"884","Lesotho","Africa",1987,57.18,1599200,773.9932141
"885","Lesotho","Africa",1992,59.685,1803195,977.4862725
"886","Lesotho","Africa",1997,55.558,1982823,1186.147994
"887","Lesotho","Africa",2002,44.593,2046772,1275.184575
"888","Lesotho","Africa",2007,42.592,2012649,1569.331442
"889","Liberia","Africa",1952,38.48,863308,575.5729961
"890","Liberia","Africa",1957,39.486,975950,620.9699901
"891","Liberia","Africa",1962,40.502,1112796,634.1951625
"892","Liberia","Africa",1967,41.536,1279406,713.6036483
"893","Liberia","Africa",1972,42.614,1482628,803.0054535
"894","Liberia","Africa",1977,43.764,1703617,640.3224383
"895","Liberia","Africa",1982,44.852,1956875,572.1995694
"896","Liberia","Africa",1987,46.027,2269414,506.1138573
"897","Liberia","Africa",1992,40.802,1912974,636.6229191
"898","Liberia","Africa",1997,42.221,2200725,609.1739508
"899","Liberia","Africa",2002,43.753,2814651,531.4823679
"900","Liberia","Africa",2007,45.678,3193942,414.5073415
"901","Libya","Africa",1952,42.723,1019729,2387.54806
"902","Libya","Africa",1957,45.289,1201578,3448.284395
"903","Libya","Africa",1962,47.808,1441863,6757.030816
"904","Libya","Africa",1967,50.227,1759224,18772.75169
"905","Libya","Africa",1972,52.773,2183877,21011.49721
"906","Libya","Africa",1977,57.442,2721783,21951.21176
"907","Libya","Africa",1982,62.155,3344074,17364.27538
"908","Libya","Africa",1987,66.234,3799845,11770.5898
"909","Libya","Africa",1992,68.755,4364501,9640.138501
"910","Libya","Africa",1997,71.555,4759670,9467.446056
"911","Libya","Africa",2002,72.737,5368585,9534.677467
"912","Libya","Africa",2007,73.952,6036914,12057.49928
"913","Madagascar","Africa",1952,36.681,4762912,1443.011715
"914","Madagascar","Africa",1957,38.865,5181679,1589.20275
"915","Madagascar","Africa",1962,40.848,5703324,1643.38711
"916","Madagascar","Africa",1967,42.881,6334556,1634.047282
"917","Madagascar","Africa",1972,44.851,7082430,1748.562982
"918","Madagascar","Africa",1977,46.881,8007166,1544.228586
"919","Madagascar","Africa",1982,48.969,9171477,1302.878658
"920","Madagascar","Africa",1987,49.35,10568642,1155.441948
"921","Madagascar","Africa",1992,52.214,12210395,1040.67619
"922","Madagascar","Africa",1997,54.978,14165114,986.2958956
"923","Madagascar","Africa",2002,57.286,16473477,894.6370822
"924","Madagascar","Africa",2007,59.443,19167654,1044.770126
"925","Malawi","Africa",1952,36.256,2917802,369.1650802
"926","Malawi","Africa",1957,37.207,3221238,416.3698064
"927","Malawi","Africa",1962,38.41,3628608,427.9010856
"928","Malawi","Africa",1967,39.487,4147252,495.5147806
"929","Malawi","Africa",1972,41.766,4730997,584.6219709
"930","Malawi","Africa",1977,43.767,5637246,663.2236766
"931","Malawi","Africa",1982,45.642,6502825,632.8039209
"932","Malawi","Africa",1987,47.457,7824747,635.5173634
"933","Malawi","Africa",1992,49.42,10014249,563.2000145
"934","Malawi","Africa",1997,47.495,10419991,692.2758103
"935","Malawi","Africa",2002,45.009,11824495,665.4231186
"936","Malawi","Africa",2007,48.303,13327079,759.3499101
"937","Malaysia","Asia",1952,48.463,6748378,1831.132894
"938","Malaysia","Asia",1957,52.102,7739235,1810.066992
"939","Malaysia","Asia",1962,55.737,8906385,2036.884944
"940","Malaysia","Asia",1967,59.371,10154878,2277.742396
"941","Malaysia","Asia",1972,63.01,11441462,2849.09478
"942","Malaysia","Asia",1977,65.256,12845381,3827.921571
"943","Malaysia","Asia",1982,68,14441916,4920.355951
"944","Malaysia","Asia",1987,69.5,16331785,5249.802653
"945","Malaysia","Asia",1992,70.693,18319502,7277.912802
"946","Malaysia","Asia",1997,71.938,20476091,10132.90964
"947","Malaysia","Asia",2002,73.044,22662365,10206.97794
"948","Malaysia","Asia",2007,74.241,24821286,12451.6558
"949","Mali","Africa",1952,33.685,3838168,452.3369807
"950","Mali","Africa",1957,35.307,4241884,490.3821867
"951","Mali","Africa",1962,36.936,4690372,496.1743428
"952","Mali","Africa",1967,38.487,5212416,545.0098873
"953","Mali","Africa",1972,39.977,5828158,581.3688761
"954","Mali","Africa",1977,41.714,6491649,686.3952693
"955","Mali","Africa",1982,43.916,6998256,618.0140641
"956","Mali","Africa",1987,46.364,7634008,684.1715576
"957","Mali","Africa",1992,48.388,8416215,739.014375
"958","Mali","Africa",1997,49.903,9384984,790.2579846
"959","Mali","Africa",2002,51.818,10580176,951.4097518
"960","Mali","Africa",2007,54.467,12031795,1042.581557
"961","Mauritania","Africa",1952,40.543,1022556,743.1159097
"962","Mauritania","Africa",1957,42.338,1076852,846.1202613
"963","Mauritania","Africa",1962,44.248,1146757,1055.896036
"964","Mauritania","Africa",1967,46.289,1230542,1421.145193
"965","Mauritania","Africa",1972,48.437,1332786,1586.851781
"966","Mauritania","Africa",1977,50.852,1456688,1497.492223
"967","Mauritania","Africa",1982,53.599,1622136,1481.150189
"968","Mauritania","Africa",1987,56.145,1841240,1421.603576
"969","Mauritania","Africa",1992,58.333,2119465,1361.369784
"970","Mauritania","Africa",1997,60.43,2444741,1483.136136
"971","Mauritania","Africa",2002,62.247,2828858,1579.019543
"972","Mauritania","Africa",2007,64.164,3270065,1803.151496
"973","Mauritius","Africa",1952,50.986,516556,1967.955707
"974","Mauritius","Africa",1957,58.089,609816,2034.037981
"975","Mauritius","Africa",1962,60.246,701016,2529.067487
"976","Mauritius","Africa",1967,61.557,789309,2475.387562
"977","Mauritius","Africa",1972,62.944,851334,2575.484158
"978","Mauritius","Africa",1977,64.93,913025,3710.982963
"979","Mauritius","Africa",1982,66.711,992040,3688.037739
"980","Mauritius","Africa",1987,68.74,1042663,4783.586903
"981","Mauritius","Africa",1992,69.745,1096202,6058.253846
"982","Mauritius","Africa",1997,70.736,1149818,7425.705295
"983","Mauritius","Africa",2002,71.954,1200206,9021.815894
"984","Mauritius","Africa",2007,72.801,1250882,10956.99112
"985","Mexico","Americas",1952,50.789,30144317,3478.125529
"986","Mexico","Americas",1957,55.19,35015548,4131.546641
"987","Mexico","Americas",1962,58.299,41121485,4581.609385
"988","Mexico","Americas",1967,60.11,47995559,5754.733883
"989","Mexico","Americas",1972,62.361,55984294,6809.40669
"990","Mexico","Americas",1977,65.032,63759976,7674.929108
"991","Mexico","Americas",1982,67.405,71640904,9611.147541
"992","Mexico","Americas",1987,69.498,80122492,8688.156003
"993","Mexico","Americas",1992,71.455,88111030,9472.384295
"994","Mexico","Americas",1997,73.67,95895146,9767.29753
"995","Mexico","Americas",2002,74.902,102479927,10742.44053
"996","Mexico","Americas",2007,76.195,108700891,11977.57496
"997","Mongolia","Asia",1952,42.244,800663,786.5668575
"998","Mongolia","Asia",1957,45.248,882134,912.6626085
"999","Mongolia","Asia",1962,48.251,1010280,1056.353958
"1000","Mongolia","Asia",1967,51.253,1149500,1226.04113
"1001","Mongolia","Asia",1972,53.754,1320500,1421.741975
"1002","Mongolia","Asia",1977,55.491,1528000,1647.511665
"1003","Mongolia","Asia",1982,57.489,1756032,2000.603139
"1004","Mongolia","Asia",1987,60.222,2015133,2338.008304
"1005","Mongolia","Asia",1992,61.271,2312802,1785.402016
"1006","Mongolia","Asia",1997,63.625,2494803,1902.2521
"1007","Mongolia","Asia",2002,65.033,2674234,2140.739323
"1008","Mongolia","Asia",2007,66.803,2874127,3095.772271
"1009","Montenegro","Europe",1952,59.164,413834,2647.585601
"1010","Montenegro","Europe",1957,61.448,442829,3682.259903
"1011","Montenegro","Europe",1962,63.728,474528,4649.593785
"1012","Montenegro","Europe",1967,67.178,501035,5907.850937
"1013","Montenegro","Europe",1972,70.636,527678,7778.414017
"1014","Montenegro","Europe",1977,73.066,560073,9595.929905
"1015","Montenegro","Europe",1982,74.101,562548,11222.58762
"1016","Montenegro","Europe",1987,74.865,569473,11732.51017
"1017","Montenegro","Europe",1992,75.435,621621,7003.339037
"1018","Montenegro","Europe",1997,75.445,692651,6465.613349
"1019","Montenegro","Europe",2002,73.981,720230,6557.194282
"1020","Montenegro","Europe",2007,74.543,684736,9253.896111
"1021","Morocco","Africa",1952,42.873,9939217,1688.20357
"1022","Morocco","Africa",1957,45.423,11406350,1642.002314
"1023","Morocco","Africa",1962,47.924,13056604,1566.353493
"1024","Morocco","Africa",1967,50.335,14770296,1711.04477
"1025","Morocco","Africa",1972,52.862,16660670,1930.194975
"1026","Morocco","Africa",1977,55.73,18396941,2370.619976
"1027","Morocco","Africa",1982,59.65,20198730,2702.620356
"1028","Morocco","Africa",1987,62.677,22987397,2755.046991
"1029","Morocco","Africa",1992,65.393,25798239,2948.047252
"1030","Morocco","Africa",1997,67.66,28529501,2982.101858
"1031","Morocco","Africa",2002,69.615,31167783,3258.495584
"1032","Morocco","Africa",2007,71.164,33757175,3820.17523
"1033","Mozambique","Africa",1952,31.286,6446316,468.5260381
"1034","Mozambique","Africa",1957,33.779,7038035,495.5868333
"1035","Mozambique","Africa",1962,36.161,7788944,556.6863539
"1036","Mozambique","Africa",1967,38.113,8680909,566.6691539
"1037","Mozambique","Africa",1972,40.328,9809596,724.9178037
"1038","Mozambique","Africa",1977,42.495,11127868,502.3197334
"1039","Mozambique","Africa",1982,42.795,12587223,462.2114149
"1040","Mozambique","Africa",1987,42.861,12891952,389.8761846
"1041","Mozambique","Africa",1992,44.284,13160731,410.8968239
"1042","Mozambique","Africa",1997,46.344,16603334,472.3460771
"1043","Mozambique","Africa",2002,44.026,18473780,633.6179466
"1044","Mozambique","Africa",2007,42.082,19951656,823.6856205
"1045","Myanmar","Asia",1952,36.319,20092996,331
"1046","Myanmar","Asia",1957,41.905,21731844,350
"1047","Myanmar","Asia",1962,45.108,23634436,388
"1048","Myanmar","Asia",1967,49.379,25870271,349
"1049","Myanmar","Asia",1972,53.07,28466390,357
"1050","Myanmar","Asia",1977,56.059,31528087,371
"1051","Myanmar","Asia",1982,58.056,34680442,424
"1052","Myanmar","Asia",1987,58.339,38028578,385
"1053","Myanmar","Asia",1992,59.32,40546538,347
"1054","Myanmar","Asia",1997,60.328,43247867,415
"1055","Myanmar","Asia",2002,59.908,45598081,611
"1056","Myanmar","Asia",2007,62.069,47761980,944
"1057","Namibia","Africa",1952,41.725,485831,2423.780443
"1058","Namibia","Africa",1957,45.226,548080,2621.448058
"1059","Namibia","Africa",1962,48.386,621392,3173.215595
"1060","Namibia","Africa",1967,51.159,706640,3793.694753
"1061","Namibia","Africa",1972,53.867,821782,3746.080948
"1062","Namibia","Africa",1977,56.437,977026,3876.485958
"1063","Namibia","Africa",1982,58.968,1099010,4191.100511
"1064","Namibia","Africa",1987,60.835,1278184,3693.731337
"1065","Namibia","Africa",1992,61.999,1554253,3804.537999
"1066","Namibia","Africa",1997,58.909,1774766,3899.52426
"1067","Namibia","Africa",2002,51.479,1972153,4072.324751
"1068","Namibia","Africa",2007,52.906,2055080,4811.060429
"1069","Nepal","Asia",1952,36.157,9182536,545.8657229
"1070","Nepal","Asia",1957,37.686,9682338,597.9363558
"1071","Nepal","Asia",1962,39.393,10332057,652.3968593
"1072","Nepal","Asia",1967,41.472,11261690,676.4422254
"1073","Nepal","Asia",1972,43.971,12412593,674.7881296
"1074","Nepal","Asia",1977,46.748,13933198,694.1124398
"1075","Nepal","Asia",1982,49.594,15796314,718.3730947
"1076","Nepal","Asia",1987,52.537,17917180,775.6324501
"1077","Nepal","Asia",1992,55.727,20326209,897.7403604
"1078","Nepal","Asia",1997,59.426,23001113,1010.892138
"1079","Nepal","Asia",2002,61.34,25873917,1057.206311
"1080","Nepal","Asia",2007,63.785,28901790,1091.359778
"1081","Netherlands","Europe",1952,72.13,10381988,8941.571858
"1082","Netherlands","Europe",1957,72.99,11026383,11276.19344
"1083","Netherlands","Europe",1962,73.23,11805689,12790.84956
"1084","Netherlands","Europe",1967,73.82,12596822,15363.25136
"1085","Netherlands","Europe",1972,73.75,13329874,18794.74567
"1086","Netherlands","Europe",1977,75.24,13852989,21209.0592
"1087","Netherlands","Europe",1982,76.05,14310401,21399.46046
"1088","Netherlands","Europe",1987,76.83,14665278,23651.32361
"1089","Netherlands","Europe",1992,77.42,15174244,26790.94961
"1090","Netherlands","Europe",1997,78.03,15604464,30246.13063
"1091","Netherlands","Europe",2002,78.53,16122830,33724.75778
"1092","Netherlands","Europe",2007,79.762,16570613,36797.93332
"1093","New Zealand","Oceania",1952,69.39,1994794,10556.57566
"1094","New Zealand","Oceania",1957,70.26,2229407,12247.39532
"1095","New Zealand","Oceania",1962,71.24,2488550,13175.678
"1096","New Zealand","Oceania",1967,71.52,2728150,14463.91893
"1097","New Zealand","Oceania",1972,71.89,2929100,16046.03728
"1098","New Zealand","Oceania",1977,72.22,3164900,16233.7177
"1099","New Zealand","Oceania",1982,73.84,3210650,17632.4104
"1100","New Zealand","Oceania",1987,74.32,3317166,19007.19129
"1101","New Zealand","Oceania",1992,76.33,3437674,18363.32494
"1102","New Zealand","Oceania",1997,77.55,3676187,21050.41377
"1103","New Zealand","Oceania",2002,79.11,3908037,23189.80135
"1104","New Zealand","Oceania",2007,80.204,4115771,25185.00911
"1105","Nicaragua","Americas",1952,42.314,1165790,3112.363948
"1106","Nicaragua","Americas",1957,45.432,1358828,3457.415947
"1107","Nicaragua","Americas",1962,48.632,1590597,3634.364406
"1108","Nicaragua","Americas",1967,51.884,1865490,4643.393534
"1109","Nicaragua","Americas",1972,55.151,2182908,4688.593267
"1110","Nicaragua","Americas",1977,57.47,2554598,5486.371089
"1111","Nicaragua","Americas",1982,59.298,2979423,3470.338156
"1112","Nicaragua","Americas",1987,62.008,3344353,2955.984375
"1113","Nicaragua","Americas",1992,65.843,4017939,2170.151724
"1114","Nicaragua","Americas",1997,68.426,4609572,2253.023004
"1115","Nicaragua","Americas",2002,70.836,5146848,2474.548819
"1116","Nicaragua","Americas",2007,72.899,5675356,2749.320965
"1117","Niger","Africa",1952,37.444,3379468,761.879376
"1118","Niger","Africa",1957,38.598,3692184,835.5234025
"1119","Niger","Africa",1962,39.487,4076008,997.7661127
"1120","Niger","Africa",1967,40.118,4534062,1054.384891
"1121","Niger","Africa",1972,40.546,5060262,954.2092363
"1122","Niger","Africa",1977,41.291,5682086,808.8970728
"1123","Niger","Africa",1982,42.598,6437188,909.7221354
"1124","Niger","Africa",1987,44.555,7332638,668.3000228
"1125","Niger","Africa",1992,47.391,8392818,581.182725
"1126","Niger","Africa",1997,51.313,9666252,580.3052092
"1127","Niger","Africa",2002,54.496,11140655,601.0745012
"1128","Niger","Africa",2007,56.867,12894865,619.6768924
"1129","Nigeria","Africa",1952,36.324,33119096,1077.281856
"1130","Nigeria","Africa",1957,37.802,37173340,1100.592563
"1131","Nigeria","Africa",1962,39.36,41871351,1150.927478
"1132","Nigeria","Africa",1967,41.04,47287752,1014.514104
"1133","Nigeria","Africa",1972,42.821,53740085,1698.388838
"1134","Nigeria","Africa",1977,44.514,62209173,1981.951806
"1135","Nigeria","Africa",1982,45.826,73039376,1576.97375
"1136","Nigeria","Africa",1987,46.886,81551520,1385.029563
"1137","Nigeria","Africa",1992,47.472,93364244,1619.848217
"1138","Nigeria","Africa",1997,47.464,106207839,1624.941275
"1139","Nigeria","Africa",2002,46.608,119901274,1615.286395
"1140","Nigeria","Africa",2007,46.859,135031164,2013.977305
"1141","Norway","Europe",1952,72.67,3327728,10095.42172
"1142","Norway","Europe",1957,73.44,3491938,11653.97304
"1143","Norway","Europe",1962,73.47,3638919,13450.40151
"1144","Norway","Europe",1967,74.08,3786019,16361.87647
"1145","Norway","Europe",1972,74.34,3933004,18965.05551
"1146","Norway","Europe",1977,75.37,4043205,23311.34939
"1147","Norway","Europe",1982,75.97,4114787,26298.63531
"1148","Norway","Europe",1987,75.89,4186147,31540.9748
"1149","Norway","Europe",1992,77.32,4286357,33965.66115
"1150","Norway","Europe",1997,78.32,4405672,41283.16433
"1151","Norway","Europe",2002,79.05,4535591,44683.97525
"1152","Norway","Europe",2007,80.196,4627926,49357.19017
"1153","Oman","Asia",1952,37.578,507833,1828.230307
"1154","Oman","Asia",1957,40.08,561977,2242.746551
"1155","Oman","Asia",1962,43.165,628164,2924.638113
"1156","Oman","Asia",1967,46.988,714775,4720.942687
"1157","Oman","Asia",1972,52.143,829050,10618.03855
"1158","Oman","Asia",1977,57.367,1004533,11848.34392
"1159","Oman","Asia",1982,62.728,1301048,12954.79101
"1160","Oman","Asia",1987,67.734,1593882,18115.22313
"1161","Oman","Asia",1992,71.197,1915208,18616.70691
"1162","Oman","Asia",1997,72.499,2283635,19702.05581
"1163","Oman","Asia",2002,74.193,2713462,19774.83687
"1164","Oman","Asia",2007,75.64,3204897,22316.19287
"1165","Pakistan","Asia",1952,43.436,41346560,684.5971438
"1166","Pakistan","Asia",1957,45.557,46679944,747.0835292
"1167","Pakistan","Asia",1962,47.67,53100671,803.3427418
"1168","Pakistan","Asia",1967,49.8,60641899,942.4082588
"1169","Pakistan","Asia",1972,51.929,69325921,1049.938981
"1170","Pakistan","Asia",1977,54.043,78152686,1175.921193
"1171","Pakistan","Asia",1982,56.158,91462088,1443.429832
"1172","Pakistan","Asia",1987,58.245,105186881,1704.686583
"1173","Pakistan","Asia",1992,60.838,120065004,1971.829464
"1174","Pakistan","Asia",1997,61.818,135564834,2049.350521
"1175","Pakistan","Asia",2002,63.61,153403524,2092.712441
"1176","Pakistan","Asia",2007,65.483,169270617,2605.94758
"1177","Panama","Americas",1952,55.191,940080,2480.380334
"1178","Panama","Americas",1957,59.201,1063506,2961.800905
"1179","Panama","Americas",1962,61.817,1215725,3536.540301
"1180","Panama","Americas",1967,64.071,1405486,4421.009084
"1181","Panama","Americas",1972,66.216,1616384,5364.249663
"1182","Panama","Americas",1977,68.681,1839782,5351.912144
"1183","Panama","Americas",1982,70.472,2036305,7009.601598
"1184","Panama","Americas",1987,71.523,2253639,7034.779161
"1185","Panama","Americas",1992,72.462,2484997,6618.74305
"1186","Panama","Americas",1997,73.738,2734531,7113.692252
"1187","Panama","Americas",2002,74.712,2990875,7356.031934
"1188","Panama","Americas",2007,75.537,3242173,9809.185636
"1189","Paraguay","Americas",1952,62.649,1555876,1952.308701
"1190","Paraguay","Americas",1957,63.196,1770902,2046.154706
"1191","Paraguay","Americas",1962,64.361,2009813,2148.027146
"1192","Paraguay","Americas",1967,64.951,2287985,2299.376311
"1193","Paraguay","Americas",1972,65.815,2614104,2523.337977
"1194","Paraguay","Americas",1977,66.353,2984494,3248.373311
"1195","Paraguay","Americas",1982,66.874,3366439,4258.503604
"1196","Paraguay","Americas",1987,67.378,3886512,3998.875695
"1197","Paraguay","Americas",1992,68.225,4483945,4196.411078
"1198","Paraguay","Americas",1997,69.4,5154123,4247.400261
"1199","Paraguay","Americas",2002,70.755,5884491,3783.674243
"1200","Paraguay","Americas",2007,71.752,6667147,4172.838464
"1201","Peru","Americas",1952,43.902,8025700,3758.523437
"1202","Peru","Americas",1957,46.263,9146100,4245.256698
"1203","Peru","Americas",1962,49.096,10516500,4957.037982
"1204","Peru","Americas",1967,51.445,12132200,5788.09333
"1205","Peru","Americas",1972,55.448,13954700,5937.827283
"1206","Peru","Americas",1977,58.447,15990099,6281.290855
"1207","Peru","Americas",1982,61.406,18125129,6434.501797
"1208","Peru","Americas",1987,64.134,20195924,6360.943444
"1209","Peru","Americas",1992,66.458,22430449,4446.380924
"1210","Peru","Americas",1997,68.386,24748122,5838.347657
"1211","Peru","Americas",2002,69.906,26769436,5909.020073
"1212","Peru","Americas",2007,71.421,28674757,7408.905561
"1213","Philippines","Asia",1952,47.752,22438691,1272.880995
"1214","Philippines","Asia",1957,51.334,26072194,1547.944844
"1215","Philippines","Asia",1962,54.757,30325264,1649.552153
"1216","Philippines","Asia",1967,56.393,35356600,1814.12743
"1217","Philippines","Asia",1972,58.065,40850141,1989.37407
"1218","Philippines","Asia",1977,60.06,46850962,2373.204287
"1219","Philippines","Asia",1982,62.082,53456774,2603.273765
"1220","Philippines","Asia",1987,64.151,60017788,2189.634995
"1221","Philippines","Asia",1992,66.458,67185766,2279.324017
"1222","Philippines","Asia",1997,68.564,75012988,2536.534925
"1223","Philippines","Asia",2002,70.303,82995088,2650.921068
"1224","Philippines","Asia",2007,71.688,91077287,3190.481016
"1225","Poland","Europe",1952,61.31,25730551,4029.329699
"1226","Poland","Europe",1957,65.77,28235346,4734.253019
"1227","Poland","Europe",1962,67.64,30329617,5338.752143
"1228","Poland","Europe",1967,69.61,31785378,6557.152776
"1229","Poland","Europe",1972,70.85,33039545,8006.506993
"1230","Poland","Europe",1977,70.67,34621254,9508.141454
"1231","Poland","Europe",1982,71.32,36227381,8451.531004
"1232","Poland","Europe",1987,70.98,37740710,9082.351172
"1233","Poland","Europe",1992,70.99,38370697,7738.881247
"1234","Poland","Europe",1997,72.75,38654957,10159.58368
"1235","Poland","Europe",2002,74.67,38625976,12002.23908
"1236","Poland","Europe",2007,75.563,38518241,15389.92468
"1237","Portugal","Europe",1952,59.82,8526050,3068.319867
"1238","Portugal","Europe",1957,61.51,8817650,3774.571743
"1239","Portugal","Europe",1962,64.39,9019800,4727.954889
"1240","Portugal","Europe",1967,66.6,9103000,6361.517993
"1241","Portugal","Europe",1972,69.26,8970450,9022.247417
"1242","Portugal","Europe",1977,70.41,9662600,10172.48572
"1243","Portugal","Europe",1982,72.77,9859650,11753.84291
"1244","Portugal","Europe",1987,74.06,9915289,13039.30876
"1245","Portugal","Europe",1992,74.86,9927680,16207.26663
"1246","Portugal","Europe",1997,75.97,10156415,17641.03156
"1247","Portugal","Europe",2002,77.29,10433867,19970.90787
"1248","Portugal","Europe",2007,78.098,10642836,20509.64777
"1249","Puerto Rico","Americas",1952,64.28,2227000,3081.959785
"1250","Puerto Rico","Americas",1957,68.54,2260000,3907.156189
"1251","Puerto Rico","Americas",1962,69.62,2448046,5108.34463
"1252","Puerto Rico","Americas",1967,71.1,2648961,6929.277714
"1253","Puerto Rico","Americas",1972,72.16,2847132,9123.041742
"1254","Puerto Rico","Americas",1977,73.44,3080828,9770.524921
"1255","Puerto Rico","Americas",1982,73.75,3279001,10330.98915
"1256","Puerto Rico","Americas",1987,74.63,3444468,12281.34191
"1257","Puerto Rico","Americas",1992,73.911,3585176,14641.58711
"1258","Puerto Rico","Americas",1997,74.917,3759430,16999.4333
"1259","Puerto Rico","Americas",2002,77.778,3859606,18855.60618
"1260","Puerto Rico","Americas",2007,78.746,3942491,19328.70901
"1261","Reunion","Africa",1952,52.724,257700,2718.885295
"1262","Reunion","Africa",1957,55.09,308700,2769.451844
"1263","Reunion","Africa",1962,57.666,358900,3173.72334
"1264","Reunion","Africa",1967,60.542,414024,4021.175739
"1265","Reunion","Africa",1972,64.274,461633,5047.658563
"1266","Reunion","Africa",1977,67.064,492095,4319.804067
"1267","Reunion","Africa",1982,69.885,517810,5267.219353
"1268","Reunion","Africa",1987,71.913,562035,5303.377488
"1269","Reunion","Africa",1992,73.615,622191,6101.255823
"1270","Reunion","Africa",1997,74.772,684810,6071.941411
"1271","Reunion","Africa",2002,75.744,743981,6316.1652
"1272","Reunion","Africa",2007,76.442,798094,7670.122558
"1273","Romania","Europe",1952,61.05,16630000,3144.613186
"1274","Romania","Europe",1957,64.1,17829327,3943.370225
"1275","Romania","Europe",1962,66.8,18680721,4734.997586
"1276","Romania","Europe",1967,66.8,19284814,6470.866545
"1277","Romania","Europe",1972,69.21,20662648,8011.414402
"1278","Romania","Europe",1977,69.46,21658597,9356.39724
"1279","Romania","Europe",1982,69.66,22356726,9605.314053
"1280","Romania","Europe",1987,69.53,22686371,9696.273295
"1281","Romania","Europe",1992,69.36,22797027,6598.409903
"1282","Romania","Europe",1997,69.72,22562458,7346.547557
"1283","Romania","Europe",2002,71.322,22404337,7885.360081
"1284","Romania","Europe",2007,72.476,22276056,10808.47561
"1285","Rwanda","Africa",1952,40,2534927,493.3238752
"1286","Rwanda","Africa",1957,41.5,2822082,540.2893983
"1287","Rwanda","Africa",1962,43,3051242,597.4730727
"1288","Rwanda","Africa",1967,44.1,3451079,510.9637142
"1289","Rwanda","Africa",1972,44.6,3992121,590.5806638
"1290","Rwanda","Africa",1977,45,4657072,670.0806011
"1291","Rwanda","Africa",1982,46.218,5507565,881.5706467
"1292","Rwanda","Africa",1987,44.02,6349365,847.991217
"1293","Rwanda","Africa",1992,23.599,7290203,737.0685949
"1294","Rwanda","Africa",1997,36.087,7212583,589.9445051
"1295","Rwanda","Africa",2002,43.413,7852401,785.6537648
"1296","Rwanda","Africa",2007,46.242,8860588,863.0884639
"1297","Sao Tome and Principe","Africa",1952,46.471,60011,879.5835855
"1298","Sao Tome and Principe","Africa",1957,48.945,61325,860.7369026
"1299","Sao Tome and Principe","Africa",1962,51.893,65345,1071.551119
"1300","Sao Tome and Principe","Africa",1967,54.425,70787,1384.840593
"1301","Sao Tome and Principe","Africa",1972,56.48,76595,1532.985254
"1302","Sao Tome and Principe","Africa",1977,58.55,86796,1737.561657
"1303","Sao Tome and Principe","Africa",1982,60.351,98593,1890.218117
"1304","Sao Tome and Principe","Africa",1987,61.728,110812,1516.525457
"1305","Sao Tome and Principe","Africa",1992,62.742,125911,1428.777814
"1306","Sao Tome and Principe","Africa",1997,63.306,145608,1339.076036
"1307","Sao Tome and Principe","Africa",2002,64.337,170372,1353.09239
"1308","Sao Tome and Principe","Africa",2007,65.528,199579,1598.435089
"1309","Saudi Arabia","Asia",1952,39.875,4005677,6459.554823
"1310","Saudi Arabia","Asia",1957,42.868,4419650,8157.591248
"1311","Saudi Arabia","Asia",1962,45.914,4943029,11626.41975
"1312","Saudi Arabia","Asia",1967,49.901,5618198,16903.04886
"1313","Saudi Arabia","Asia",1972,53.886,6472756,24837.42865
"1314","Saudi Arabia","Asia",1977,58.69,8128505,34167.7626
"1315","Saudi Arabia","Asia",1982,63.012,11254672,33693.17525
"1316","Saudi Arabia","Asia",1987,66.295,14619745,21198.26136
"1317","Saudi Arabia","Asia",1992,68.768,16945857,24841.61777
"1318","Saudi Arabia","Asia",1997,70.533,21229759,20586.69019
"1319","Saudi Arabia","Asia",2002,71.626,24501530,19014.54118
"1320","Saudi Arabia","Asia",2007,72.777,27601038,21654.83194
"1321","Senegal","Africa",1952,37.278,2755589,1450.356983
"1322","Senegal","Africa",1957,39.329,3054547,1567.653006
"1323","Senegal","Africa",1962,41.454,3430243,1654.988723
"1324","Senegal","Africa",1967,43.563,3965841,1612.404632
"1325","Senegal","Africa",1972,45.815,4588696,1597.712056
"1326","Senegal","Africa",1977,48.879,5260855,1561.769116
"1327","Senegal","Africa",1982,52.379,6147783,1518.479984
"1328","Senegal","Africa",1987,55.769,7171347,1441.72072
"1329","Senegal","Africa",1992,58.196,8307920,1367.899369
"1330","Senegal","Africa",1997,60.187,9535314,1392.368347
"1331","Senegal","Africa",2002,61.6,10870037,1519.635262
"1332","Senegal","Africa",2007,63.062,12267493,1712.472136
"1333","Serbia","Europe",1952,57.996,6860147,3581.459448
"1334","Serbia","Europe",1957,61.685,7271135,4981.090891
"1335","Serbia","Europe",1962,64.531,7616060,6289.629157
"1336","Serbia","Europe",1967,66.914,7971222,7991.707066
"1337","Serbia","Europe",1972,68.7,8313288,10522.06749
"1338","Serbia","Europe",1977,70.3,8686367,12980.66956
"1339","Serbia","Europe",1982,70.162,9032824,15181.0927
"1340","Serbia","Europe",1987,71.218,9230783,15870.87851
"1341","Serbia","Europe",1992,71.659,9826397,9325.068238
"1342","Serbia","Europe",1997,72.232,10336594,7914.320304
"1343","Serbia","Europe",2002,73.213,10111559,7236.075251
"1344","Serbia","Europe",2007,74.002,10150265,9786.534714
"1345","Sierra Leone","Africa",1952,30.331,2143249,879.7877358
"1346","Sierra Leone","Africa",1957,31.57,2295678,1004.484437
"1347","Sierra Leone","Africa",1962,32.767,2467895,1116.639877
"1348","Sierra Leone","Africa",1967,34.113,2662190,1206.043465
"1349","Sierra Leone","Africa",1972,35.4,2879013,1353.759762
"1350","Sierra Leone","Africa",1977,36.788,3140897,1348.285159
"1351","Sierra Leone","Africa",1982,38.445,3464522,1465.010784
"1352","Sierra Leone","Africa",1987,40.006,3868905,1294.447788
"1353","Sierra Leone","Africa",1992,38.333,4260884,1068.696278
"1354","Sierra Leone","Africa",1997,39.897,4578212,574.6481576
"1355","Sierra Leone","Africa",2002,41.012,5359092,699.489713
"1356","Sierra Leone","Africa",2007,42.568,6144562,862.5407561
"1357","Singapore","Asia",1952,60.396,1127000,2315.138227
"1358","Singapore","Asia",1957,63.179,1445929,2843.104409
"1359","Singapore","Asia",1962,65.798,1750200,3674.735572
"1360","Singapore","Asia",1967,67.946,1977600,4977.41854
"1361","Singapore","Asia",1972,69.521,2152400,8597.756202
"1362","Singapore","Asia",1977,70.795,2325300,11210.08948
"1363","Singapore","Asia",1982,71.76,2651869,15169.16112
"1364","Singapore","Asia",1987,73.56,2794552,18861.53081
"1365","Singapore","Asia",1992,75.788,3235865,24769.8912
"1366","Singapore","Asia",1997,77.158,3802309,33519.4766
"1367","Singapore","Asia",2002,78.77,4197776,36023.1054
"1368","Singapore","Asia",2007,79.972,4553009,47143.17964
"1369","Slovak Republic","Europe",1952,64.36,3558137,5074.659104
"1370","Slovak Republic","Europe",1957,67.45,3844277,6093.26298
"1371","Slovak Republic","Europe",1962,70.33,4237384,7481.107598
"1372","Slovak Republic","Europe",1967,70.98,4442238,8412.902397
"1373","Slovak Republic","Europe",1972,70.35,4593433,9674.167626
"1374","Slovak Republic","Europe",1977,70.45,4827803,10922.66404
"1375","Slovak Republic","Europe",1982,70.8,5048043,11348.54585
"1376","Slovak Republic","Europe",1987,71.08,5199318,12037.26758
"1377","Slovak Republic","Europe",1992,71.38,5302888,9498.467723
"1378","Slovak Republic","Europe",1997,72.71,5383010,12126.23065
"1379","Slovak Republic","Europe",2002,73.8,5410052,13638.77837
"1380","Slovak Republic","Europe",2007,74.663,5447502,18678.31435
"1381","Slovenia","Europe",1952,65.57,1489518,4215.041741
"1382","Slovenia","Europe",1957,67.85,1533070,5862.276629
"1383","Slovenia","Europe",1962,69.15,1582962,7402.303395
"1384","Slovenia","Europe",1967,69.18,1646912,9405.489397
"1385","Slovenia","Europe",1972,69.82,1694510,12383.4862
"1386","Slovenia","Europe",1977,70.97,1746919,15277.03017
"1387","Slovenia","Europe",1982,71.063,1861252,17866.72175
"1388","Slovenia","Europe",1987,72.25,1945870,18678.53492
"1389","Slovenia","Europe",1992,73.64,1999210,14214.71681
"1390","Slovenia","Europe",1997,75.13,2011612,17161.10735
"1391","Slovenia","Europe",2002,76.66,2011497,20660.01936
"1392","Slovenia","Europe",2007,77.926,2009245,25768.25759
"1393","Somalia","Africa",1952,32.978,2526994,1135.749842
"1394","Somalia","Africa",1957,34.977,2780415,1258.147413
"1395","Somalia","Africa",1962,36.981,3080153,1369.488336
"1396","Somalia","Africa",1967,38.977,3428839,1284.73318
"1397","Somalia","Africa",1972,40.973,3840161,1254.576127
"1398","Somalia","Africa",1977,41.974,4353666,1450.992513
"1399","Somalia","Africa",1982,42.955,5828892,1176.807031
"1400","Somalia","Africa",1987,44.501,6921858,1093.244963
"1401","Somalia","Africa",1992,39.658,6099799,926.9602964
"1402","Somalia","Africa",1997,43.795,6633514,930.5964284
"1403","Somalia","Africa",2002,45.936,7753310,882.0818218
"1404","Somalia","Africa",2007,48.159,9118773,926.1410683
"1405","South Africa","Africa",1952,45.009,14264935,4725.295531
"1406","South Africa","Africa",1957,47.985,16151549,5487.104219
"1407","South Africa","Africa",1962,49.951,18356657,5768.729717
"1408","South Africa","Africa",1967,51.927,20997321,7114.477971
"1409","South Africa","Africa",1972,53.696,23935810,7765.962636
"1410","South Africa","Africa",1977,55.527,27129932,8028.651439
"1411","South Africa","Africa",1982,58.161,31140029,8568.266228
"1412","South Africa","Africa",1987,60.834,35933379,7825.823398
"1413","South Africa","Africa",1992,61.888,39964159,7225.069258
"1414","South Africa","Africa",1997,60.236,42835005,7479.188244
"1415","South Africa","Africa",2002,53.365,44433622,7710.946444
"1416","South Africa","Africa",2007,49.339,43997828,9269.657808
"1417","Spain","Europe",1952,64.94,28549870,3834.034742
"1418","Spain","Europe",1957,66.66,29841614,4564.80241
"1419","Spain","Europe",1962,69.69,31158061,5693.843879
"1420","Spain","Europe",1967,71.44,32850275,7993.512294
"1421","Spain","Europe",1972,73.06,34513161,10638.75131
"1422","Spain","Europe",1977,74.39,36439000,13236.92117
"1423","Spain","Europe",1982,76.3,37983310,13926.16997
"1424","Spain","Europe",1987,76.9,38880702,15764.98313
"1425","Spain","Europe",1992,77.57,39549438,18603.06452
"1426","Spain","Europe",1997,78.77,39855442,20445.29896
"1427","Spain","Europe",2002,79.78,40152517,24835.47166
"1428","Spain","Europe",2007,80.941,40448191,28821.0637
"1429","Sri Lanka","Asia",1952,57.593,7982342,1083.53203
"1430","Sri Lanka","Asia",1957,61.456,9128546,1072.546602
"1431","Sri Lanka","Asia",1962,62.192,10421936,1074.47196
"1432","Sri Lanka","Asia",1967,64.266,11737396,1135.514326
"1433","Sri Lanka","Asia",1972,65.042,13016733,1213.39553
"1434","Sri Lanka","Asia",1977,65.949,14116836,1348.775651
"1435","Sri Lanka","Asia",1982,68.757,15410151,1648.079789
"1436","Sri Lanka","Asia",1987,69.011,16495304,1876.766827
"1437","Sri Lanka","Asia",1992,70.379,17587060,2153.739222
"1438","Sri Lanka","Asia",1997,70.457,18698655,2664.477257
"1439","Sri Lanka","Asia",2002,70.815,19576783,3015.378833
"1440","Sri Lanka","Asia",2007,72.396,20378239,3970.095407
"1441","Sudan","Africa",1952,38.635,8504667,1615.991129
"1442","Sudan","Africa",1957,39.624,9753392,1770.337074
"1443","Sudan","Africa",1962,40.87,11183227,1959.593767
"1444","Sudan","Africa",1967,42.858,12716129,1687.997641
"1445","Sudan","Africa",1972,45.083,14597019,1659.652775
"1446","Sudan","Africa",1977,47.8,17104986,2202.988423
"1447","Sudan","Africa",1982,50.338,20367053,1895.544073
"1448","Sudan","Africa",1987,51.744,24725960,1507.819159
"1449","Sudan","Africa",1992,53.556,28227588,1492.197043
"1450","Sudan","Africa",1997,55.373,32160729,1632.210764
"1451","Sudan","Africa",2002,56.369,37090298,1993.398314
"1452","Sudan","Africa",2007,58.556,42292929,2602.394995
"1453","Swaziland","Africa",1952,41.407,290243,1148.376626
"1454","Swaziland","Africa",1957,43.424,326741,1244.708364
"1455","Swaziland","Africa",1962,44.992,370006,1856.182125
"1456","Swaziland","Africa",1967,46.633,420690,2613.101665
"1457","Swaziland","Africa",1972,49.552,480105,3364.836625
"1458","Swaziland","Africa",1977,52.537,551425,3781.410618
"1459","Swaziland","Africa",1982,55.561,649901,3895.384018
"1460","Swaziland","Africa",1987,57.678,779348,3984.839812
"1461","Swaziland","Africa",1992,58.474,962344,3553.0224
"1462","Swaziland","Africa",1997,54.289,1054486,3876.76846
"1463","Swaziland","Africa",2002,43.869,1130269,4128.116943
"1464","Swaziland","Africa",2007,39.613,1133066,4513.480643
"1465","Sweden","Europe",1952,71.86,7124673,8527.844662
"1466","Sweden","Europe",1957,72.49,7363802,9911.878226
"1467","Sweden","Europe",1962,73.37,7561588,12329.44192
"1468","Sweden","Europe",1967,74.16,7867931,15258.29697
"1469","Sweden","Europe",1972,74.72,8122293,17832.02464
"1470","Sweden","Europe",1977,75.44,8251648,18855.72521
"1471","Sweden","Europe",1982,76.42,8325260,20667.38125
"1472","Sweden","Europe",1987,77.19,8421403,23586.92927
"1473","Sweden","Europe",1992,78.16,8718867,23880.01683
"1474","Sweden","Europe",1997,79.39,8897619,25266.59499
"1475","Sweden","Europe",2002,80.04,8954175,29341.63093
"1476","Sweden","Europe",2007,80.884,9031088,33859.74835
"1477","Switzerland","Europe",1952,69.62,4815000,14734.23275
"1478","Switzerland","Europe",1957,70.56,5126000,17909.48973
"1479","Switzerland","Europe",1962,71.32,5666000,20431.0927
"1480","Switzerland","Europe",1967,72.77,6063000,22966.14432
"1481","Switzerland","Europe",1972,73.78,6401400,27195.11304
"1482","Switzerland","Europe",1977,75.39,6316424,26982.29052
"1483","Switzerland","Europe",1982,76.21,6468126,28397.71512
"1484","Switzerland","Europe",1987,77.41,6649942,30281.70459
"1485","Switzerland","Europe",1992,78.03,6995447,31871.5303
"1486","Switzerland","Europe",1997,79.37,7193761,32135.32301
"1487","Switzerland","Europe",2002,80.62,7361757,34480.95771
"1488","Switzerland","Europe",2007,81.701,7554661,37506.41907
"1489","Syria","Asia",1952,45.883,3661549,1643.485354
"1490","Syria","Asia",1957,48.284,4149908,2117.234893
"1491","Syria","Asia",1962,50.305,4834621,2193.037133
"1492","Syria","Asia",1967,53.655,5680812,1881.923632
"1493","Syria","Asia",1972,57.296,6701172,2571.423014
"1494","Syria","Asia",1977,61.195,7932503,3195.484582
"1495","Syria","Asia",1982,64.59,9410494,3761.837715
"1496","Syria","Asia",1987,66.974,11242847,3116.774285
"1497","Syria","Asia",1992,69.249,13219062,3340.542768
"1498","Syria","Asia",1997,71.527,15081016,4014.238972
"1499","Syria","Asia",2002,73.053,17155814,4090.925331
"1500","Syria","Asia",2007,74.143,19314747,4184.548089
"1501","Taiwan","Asia",1952,58.5,8550362,1206.947913
"1502","Taiwan","Asia",1957,62.4,10164215,1507.86129
"1503","Taiwan","Asia",1962,65.2,11918938,1822.879028
"1504","Taiwan","Asia",1967,67.5,13648692,2643.858681
"1505","Taiwan","Asia",1972,69.39,15226039,4062.523897
"1506","Taiwan","Asia",1977,70.59,16785196,5596.519826
"1507","Taiwan","Asia",1982,72.16,18501390,7426.354774
"1508","Taiwan","Asia",1987,73.4,19757799,11054.56175
"1509","Taiwan","Asia",1992,74.26,20686918,15215.6579
"1510","Taiwan","Asia",1997,75.25,21628605,20206.82098
"1511","Taiwan","Asia",2002,76.99,22454239,23235.42329
"1512","Taiwan","Asia",2007,78.4,23174294,28718.27684
"1513","Tanzania","Africa",1952,41.215,8322925,716.6500721
"1514","Tanzania","Africa",1957,42.974,9452826,698.5356073
"1515","Tanzania","Africa",1962,44.246,10863958,722.0038073
"1516","Tanzania","Africa",1967,45.757,12607312,848.2186575
"1517","Tanzania","Africa",1972,47.62,14706593,915.9850592
"1518","Tanzania","Africa",1977,49.919,17129565,962.4922932
"1519","Tanzania","Africa",1982,50.608,19844382,874.2426069
"1520","Tanzania","Africa",1987,51.535,23040630,831.8220794
"1521","Tanzania","Africa",1992,50.44,26605473,825.682454
"1522","Tanzania","Africa",1997,48.466,30686889,789.1862231
"1523","Tanzania","Africa",2002,49.651,34593779,899.0742111
"1524","Tanzania","Africa",2007,52.517,38139640,1107.482182
"1525","Thailand","Asia",1952,50.848,21289402,757.7974177
"1526","Thailand","Asia",1957,53.63,25041917,793.5774148
"1527","Thailand","Asia",1962,56.061,29263397,1002.199172
"1528","Thailand","Asia",1967,58.285,34024249,1295.46066
"1529","Thailand","Asia",1972,60.405,39276153,1524.358936
"1530","Thailand","Asia",1977,62.494,44148285,1961.224635
"1531","Thailand","Asia",1982,64.597,48827160,2393.219781
"1532","Thailand","Asia",1987,66.084,52910342,2982.653773
"1533","Thailand","Asia",1992,67.298,56667095,4616.896545
"1534","Thailand","Asia",1997,67.521,60216677,5852.625497
"1535","Thailand","Asia",2002,68.564,62806748,5913.187529
"1536","Thailand","Asia",2007,70.616,65068149,7458.396327
"1537","Togo","Africa",1952,38.596,1219113,859.8086567
"1538","Togo","Africa",1957,41.208,1357445,925.9083202
"1539","Togo","Africa",1962,43.922,1528098,1067.53481
"1540","Togo","Africa",1967,46.769,1735550,1477.59676
"1541","Togo","Africa",1972,49.759,2056351,1649.660188
"1542","Togo","Africa",1977,52.887,2308582,1532.776998
"1543","Togo","Africa",1982,55.471,2644765,1344.577953
"1544","Togo","Africa",1987,56.941,3154264,1202.201361
"1545","Togo","Africa",1992,58.061,3747553,1034.298904
"1546","Togo","Africa",1997,58.39,4320890,982.2869243
"1547","Togo","Africa",2002,57.561,4977378,886.2205765
"1548","Togo","Africa",2007,58.42,5701579,882.9699438
"1549","Trinidad and Tobago","Americas",1952,59.1,662850,3023.271928
"1550","Trinidad and Tobago","Americas",1957,61.8,764900,4100.3934
"1551","Trinidad and Tobago","Americas",1962,64.9,887498,4997.523971
"1552","Trinidad and Tobago","Americas",1967,65.4,960155,5621.368472
"1553","Trinidad and Tobago","Americas",1972,65.9,975199,6619.551419
"1554","Trinidad and Tobago","Americas",1977,68.3,1039009,7899.554209
"1555","Trinidad and Tobago","Americas",1982,68.832,1116479,9119.528607
"1556","Trinidad and Tobago","Americas",1987,69.582,1191336,7388.597823
"1557","Trinidad and Tobago","Americas",1992,69.862,1183669,7370.990932
"1558","Trinidad and Tobago","Americas",1997,69.465,1138101,8792.573126
"1559","Trinidad and Tobago","Americas",2002,68.976,1101832,11460.60023
"1560","Trinidad and Tobago","Americas",2007,69.819,1056608,18008.50924
"1561","Tunisia","Africa",1952,44.6,3647735,1468.475631
"1562","Tunisia","Africa",1957,47.1,3950849,1395.232468
"1563","Tunisia","Africa",1962,49.579,4286552,1660.30321
"1564","Tunisia","Africa",1967,52.053,4786986,1932.360167
"1565","Tunisia","Africa",1972,55.602,5303507,2753.285994
"1566","Tunisia","Africa",1977,59.837,6005061,3120.876811
"1567","Tunisia","Africa",1982,64.048,6734098,3560.233174
"1568","Tunisia","Africa",1987,66.894,7724976,3810.419296
"1569","Tunisia","Africa",1992,70.001,8523077,4332.720164
"1570","Tunisia","Africa",1997,71.973,9231669,4876.798614
"1571","Tunisia","Africa",2002,73.042,9770575,5722.895655
"1572","Tunisia","Africa",2007,73.923,10276158,7092.923025
"1573","Turkey","Europe",1952,43.585,22235677,1969.10098
"1574","Turkey","Europe",1957,48.079,25670939,2218.754257
"1575","Turkey","Europe",1962,52.098,29788695,2322.869908
"1576","Turkey","Europe",1967,54.336,33411317,2826.356387
"1577","Turkey","Europe",1972,57.005,37492953,3450.69638
"1578","Turkey","Europe",1977,59.507,42404033,4269.122326
"1579","Turkey","Europe",1982,61.036,47328791,4241.356344
"1580","Turkey","Europe",1987,63.108,52881328,5089.043686
"1581","Turkey","Europe",1992,66.146,58179144,5678.348271
"1582","Turkey","Europe",1997,68.835,63047647,6601.429915
"1583","Turkey","Europe",2002,70.845,67308928,6508.085718
"1584","Turkey","Europe",2007,71.777,71158647,8458.276384
"1585","Uganda","Africa",1952,39.978,5824797,734.753484
"1586","Uganda","Africa",1957,42.571,6675501,774.3710692
"1587","Uganda","Africa",1962,45.344,7688797,767.2717398
"1588","Uganda","Africa",1967,48.051,8900294,908.9185217
"1589","Uganda","Africa",1972,51.016,10190285,950.735869
"1590","Uganda","Africa",1977,50.35,11457758,843.7331372
"1591","Uganda","Africa",1982,49.849,12939400,682.2662268
"1592","Uganda","Africa",1987,51.509,15283050,617.7244065
"1593","Uganda","Africa",1992,48.825,18252190,644.1707969
"1594","Uganda","Africa",1997,44.578,21210254,816.559081
"1595","Uganda","Africa",2002,47.813,24739869,927.7210018
"1596","Uganda","Africa",2007,51.542,29170398,1056.380121
"1597","United Kingdom","Europe",1952,69.18,50430000,9979.508487
"1598","United Kingdom","Europe",1957,70.42,51430000,11283.17795
"1599","United Kingdom","Europe",1962,70.76,53292000,12477.17707
"1600","United Kingdom","Europe",1967,71.36,54959000,14142.85089
"1601","United Kingdom","Europe",1972,72.01,56079000,15895.11641
"1602","United Kingdom","Europe",1977,72.76,56179000,17428.74846
"1603","United Kingdom","Europe",1982,74.04,56339704,18232.42452
"1604","United Kingdom","Europe",1987,75.007,56981620,21664.78767
"1605","United Kingdom","Europe",1992,76.42,57866349,22705.09254
"1606","United Kingdom","Europe",1997,77.218,58808266,26074.53136
"1607","United Kingdom","Europe",2002,78.471,59912431,29478.99919
"1608","United Kingdom","Europe",2007,79.425,60776238,33203.26128
"1609","United States","Americas",1952,68.44,157553000,13990.48208
"1610","United States","Americas",1957,69.49,171984000,14847.12712
"1611","United States","Americas",1962,70.21,186538000,16173.14586
"1612","United States","Americas",1967,70.76,198712000,19530.36557
"1613","United States","Americas",1972,71.34,209896000,21806.03594
"1614","United States","Americas",1977,73.38,220239000,24072.63213
"1615","United States","Americas",1982,74.65,232187835,25009.55914
"1616","United States","Americas",1987,75.02,242803533,29884.35041
"1617","United States","Americas",1992,76.09,256894189,32003.93224
"1618","United States","Americas",1997,76.81,272911760,35767.43303
"1619","United States","Americas",2002,77.31,287675526,39097.09955
"1620","United States","Americas",2007,78.242,301139947,42951.65309
"1621","Uruguay","Americas",1952,66.071,2252965,5716.766744
"1622","Uruguay","Americas",1957,67.044,2424959,6150.772969
"1623","Uruguay","Americas",1962,68.253,2598466,5603.357717
"1624","Uruguay","Americas",1967,68.468,2748579,5444.61962
"1625","Uruguay","Americas",1972,68.673,2829526,5703.408898
"1626","Uruguay","Americas",1977,69.481,2873520,6504.339663
"1627","Uruguay","Americas",1982,70.805,2953997,6920.223051
"1628","Uruguay","Americas",1987,71.918,3045153,7452.398969
"1629","Uruguay","Americas",1992,72.752,3149262,8137.004775
"1630","Uruguay","Americas",1997,74.223,3262838,9230.240708
"1631","Uruguay","Americas",2002,75.307,3363085,7727.002004
"1632","Uruguay","Americas",2007,76.384,3447496,10611.46299
"1633","Venezuela","Americas",1952,55.088,5439568,7689.799761
"1634","Venezuela","Americas",1957,57.907,6702668,9802.466526
"1635","Venezuela","Americas",1962,60.77,8143375,8422.974165
"1636","Venezuela","Americas",1967,63.479,9709552,9541.474188
"1637","Venezuela","Americas",1972,65.712,11515649,10505.25966
"1638","Venezuela","Americas",1977,67.456,13503563,13143.95095
"1639","Venezuela","Americas",1982,68.557,15620766,11152.41011
"1640","Venezuela","Americas",1987,70.19,17910182,9883.584648
"1641","Venezuela","Americas",1992,71.15,20265563,10733.92631
"1642","Venezuela","Americas",1997,72.146,22374398,10165.49518
"1643","Venezuela","Americas",2002,72.766,24287670,8605.047831
"1644","Venezuela","Americas",2007,73.747,26084662,11415.80569
"1645","Vietnam","Asia",1952,40.412,26246839,605.0664917
"1646","Vietnam","Asia",1957,42.887,28998543,676.2854478
"1647","Vietnam","Asia",1962,45.363,33796140,772.0491602
"1648","Vietnam","Asia",1967,47.838,39463910,637.1232887
"1649","Vietnam","Asia",1972,50.254,44655014,699.5016441
"1650","Vietnam","Asia",1977,55.764,50533506,713.5371196
"1651","Vietnam","Asia",1982,58.816,56142181,707.2357863
"1652","Vietnam","Asia",1987,62.82,62826491,820.7994449
"1653","Vietnam","Asia",1992,67.662,69940728,989.0231487
"1654","Vietnam","Asia",1997,70.672,76048996,1385.896769
"1655","Vietnam","Asia",2002,73.017,80908147,1764.456677
"1656","Vietnam","Asia",2007,74.249,85262356,2441.576404
"1657","West Bank and Gaza","Asia",1952,43.16,1030585,1515.592329
"1658","West Bank and Gaza","Asia",1957,45.671,1070439,1827.067742
"1659","West Bank and Gaza","Asia",1962,48.127,1133134,2198.956312
"1660","West Bank and Gaza","Asia",1967,51.631,1142636,2649.715007
"1661","West Bank and Gaza","Asia",1972,56.532,1089572,3133.409277
"1662","West Bank and Gaza","Asia",1977,60.765,1261091,3682.831494
"1663","West Bank and Gaza","Asia",1982,64.406,1425876,4336.032082
"1664","West Bank and Gaza","Asia",1987,67.046,1691210,5107.197384
"1665","West Bank and Gaza","Asia",1992,69.718,2104779,6017.654756
"1666","West Bank and Gaza","Asia",1997,71.096,2826046,7110.667619
"1667","West Bank and Gaza","Asia",2002,72.37,3389578,4515.487575
"1668","West Bank and Gaza","Asia",2007,73.422,4018332,3025.349798
"1669","Yemen, Rep.","Asia",1952,32.548,4963829,781.7175761
"1670","Yemen, Rep.","Asia",1957,33.97,5498090,804.8304547
"1671","Yemen, Rep.","Asia",1962,35.18,6120081,825.6232006
"1672","Yemen, Rep.","Asia",1967,36.984,6740785,862.4421463
"1673","Yemen, Rep.","Asia",1972,39.848,7407075,1265.047031
"1674","Yemen, Rep.","Asia",1977,44.175,8403990,1829.765177
"1675","Yemen, Rep.","Asia",1982,49.113,9657618,1977.55701
"1676","Yemen, Rep.","Asia",1987,52.922,11219340,1971.741538
"1677","Yemen, Rep.","Asia",1992,55.599,13367997,1879.496673
"1678","Yemen, Rep.","Asia",1997,58.02,15826497,2117.484526
"1679","Yemen, Rep.","Asia",2002,60.308,18701257,2234.820827
"1680","Yemen, Rep.","Asia",2007,62.698,22211743,2280.769906
"1681","Zambia","Africa",1952,42.038,2672000,1147.388831
"1682","Zambia","Africa",1957,44.077,3016000,1311.956766
"1683","Zambia","Africa",1962,46.023,3421000,1452.725766
"1684","Zambia","Africa",1967,47.768,3900000,1777.077318
"1685","Zambia","Africa",1972,50.107,4506497,1773.498265
"1686","Zambia","Africa",1977,51.386,5216550,1588.688299
"1687","Zambia","Africa",1982,51.821,6100407,1408.678565
"1688","Zambia","Africa",1987,50.821,7272406,1213.315116
"1689","Zambia","Africa",1992,46.1,8381163,1210.884633
"1690","Zambia","Africa",1997,40.238,9417789,1071.353818
"1691","Zambia","Africa",2002,39.193,10595811,1071.613938
"1692","Zambia","Africa",2007,42.384,11746035,1271.211593
"1693","Zimbabwe","Africa",1952,48.451,3080907,406.8841148
"1694","Zimbabwe","Africa",1957,50.469,3646340,518.7642681
"1695","Zimbabwe","Africa",1962,52.358,4277736,527.2721818
"1696","Zimbabwe","Africa",1967,53.995,4995432,569.7950712
"1697","Zimbabwe","Africa",1972,55.635,5861135,799.3621758
"1698","Zimbabwe","Africa",1977,57.674,6642107,685.5876821
"1699","Zimbabwe","Africa",1982,60.363,7636524,788.8550411
"1700","Zimbabwe","Africa",1987,62.351,9216418,706.1573059
"1701","Zimbabwe","Africa",1992,60.377,10704340,693.4207856
"1702","Zimbabwe","Africa",1997,46.809,11404948,792.4499603
"1703","Zimbabwe","Africa",2002,39.989,11926563,672.0386227
"1704","Zimbabwe","Africa",2007,43.487,12311143,469.7092981
Datasets/gtemp_land.csv 0 → 100644
"","x"
"1",-0.62
"2",-0.45
"3",-0.47
"4",-0.62
"5",-0.82
"6",-0.7
"7",-0.7
"8",-0.69
"9",-0.63
"10",-0.32
"11",-0.62
"12",-0.54
"13",-0.5
"14",-0.55
"15",-0.42
"16",-0.39
"17",-0.34
"18",-0.22
"19",-0.36
"20",-0.14
"21",-0.06
"22",-0.03
"23",-0.3
"24",-0.29
"25",-0.43
"26",-0.28
"27",-0.06
"28",-0.52
"29",-0.31
"30",-0.3
"31",-0.25
"32",-0.32
"33",-0.41
"34",-0.25
"35",0.04
"36",0.01
"37",-0.32
"38",-0.57
"39",-0.38
"40",-0.22
"41",-0.22
"42",0.03
"43",-0.16
"44",-0.1
"45",-0.08
"46",0
"47",0.16
"48",-0.06
"49",0.06
"50",-0.35
"51",0.05
"52",0.1
"53",0.09
"54",-0.25
"55",0.07
"56",-0.1
"57",-0.04
"58",0.04
"59",0.23
"60",0.15
"61",0.09
"62",0.12
"63",0.1
"64",0.11
"65",0.22
"66",-0.07
"67",0.05
"68",0.13
"69",0.1
"70",-0.03
"71",-0.29
"72",-0.06
"73",-0.02
"74",0.23
"75",-0.12
"76",-0.07
"77",-0.4
"78",0.01
"79",0.12
"80",0.05
"81",-0.08
"82",0.14
"83",0.08
"84",0.19
"85",-0.27
"86",-0.13
"87",-0.03
"88",0.02
"89",-0.13
"90",-0.1
"91",0.05
"92",-0.05
"93",-0.13
"94",0.3
"95",-0.15
"96",0.12
"97",-0.28
"98",0.21
"99",0.04
"100",0.1
"101",0.35
"102",0.53
"103",0.04
"104",0.42
"105",0.1
"106",0.05
"107",0.24
"108",0.4
"109",0.62
"110",0.38
"111",0.63
"112",0.59
"113",0.24
"114",0.24
"115",0.45
"116",0.74
"117",0.42
"118",0.62
"119",0.95
"120",0.73
"121",0.63
"122",0.81
"123",1
"124",0.9
"125",0.77
"126",1.08
"127",0.91
"128",1.15
"129",0.82
"130",0.91
"131",1.07
"132",0.92
"133",0.92
"134",1.01
"135",1.03
"136",1.26
"137",1.44
"138",1.35
Datasets/gtemp_ocean.csv 0 → 100644
"","x"
"1",-0.05
"2",0.01
"3",0
"4",-0.06
"5",-0.15
"6",-0.21
"7",-0.21
"8",-0.24
"9",-0.05
"10",-0.04
"11",-0.29
"12",-0.13
"13",-0.18
"14",-0.23
"15",-0.26
"16",-0.14
"17",0
"18",-0.05
"19",-0.23
"20",-0.16
"21",-0.07
"22",-0.18
"23",-0.26
"24",-0.41
"25",-0.51
"26",-0.28
"27",-0.26
"28",-0.32
"29",-0.47
"30",-0.52
"31",-0.49
"32",-0.47
"33",-0.31
"34",-0.37
"35",-0.21
"36",-0.14
"37",-0.33
"38",-0.38
"39",-0.22
"40",-0.27
"41",-0.26
"42",-0.24
"43",-0.3
"44",-0.3
"45",-0.3
"46",-0.26
"47",-0.17
"48",-0.23
"49",-0.28
"50",-0.33
"51",-0.19
"52",-0.16
"53",-0.24
"54",-0.29
"55",-0.22
"56",-0.23
"57",-0.19
"58",-0.09
"59",-0.17
"60",-0.09
"61",0.11
"62",0.25
"63",0.05
"64",0.03
"65",0.21
"66",0.19
"67",-0.1
"68",-0.13
"69",-0.17
"70",-0.13
"71",-0.14
"72",-0.05
"73",0.02
"74",0.01
"75",-0.17
"76",-0.19
"77",-0.14
"78",0.05
"79",0.07
"80",0.01
"81",0
"82",0.03
"83",0.02
"84",0.03
"85",-0.13
"86",-0.09
"87",-0.04
"88",-0.06
"89",-0.04
"90",0.14
"91",0.02
"92",-0.12
"93",0.08
"94",0.1
"95",-0.07
"96",-0.09
"97",-0.03
"98",0.14
"99",0.08
"100",0.21
"101",0.23
"102",0.18
"103",0.19
"104",0.26
"105",0.16
"106",0.12
"107",0.16
"108",0.32
"109",0.27
"110",0.22
"111",0.33
"112",0.29
"113",0.22
"114",0.22
"115",0.24
"116",0.28
"117",0.24
"118",0.39
"119",0.44
"120",0.23
"121",0.25
"122",0.38
"123",0.42
"124",0.44
"125",0.43
"126",0.43
"127",0.43
"128",0.34
"129",0.33
"130",0.47
"131",0.47
"132",0.35
"133",0.42
"134",0.46
"135",0.55
"136",0.68
"137",0.7
"138",0.64
Datasets/kyphosis.csv 0 → 100644
"","Kyphosis","Age","Number","Start"
"1","absent",71,3,5
"2","absent",158,3,14
"3","present",128,4,5
"4","absent",2,5,1
"5","absent",1,4,15
"6","absent",1,2,16
"7","absent",61,2,17
"8","absent",37,3,16
"9","absent",113,2,16
"10","present",59,6,12
"11","present",82,5,14
"12","absent",148,3,16
"13","absent",18,5,2
"14","absent",1,4,12
"15","absent",168,3,18
"16","absent",1,3,16
"17","absent",78,6,15
"18","absent",175,5,13
"19","absent",80,5,16
"20","absent",27,4,9
"21","absent",22,2,16
"22","present",105,6,5
"23","present",96,3,12
"24","absent",131,2,3
"25","present",15,7,2
"26","absent",9,5,13
"27","absent",8,3,6
"28","absent",100,3,14
"29","absent",4,3,16
"30","absent",151,2,16
"31","absent",31,3,16
"32","absent",125,2,11
"33","absent",130,5,13
"34","absent",112,3,16
"35","absent",140,5,11
"36","absent",93,3,16
"37","absent",1,3,9
"38","present",52,5,6
"39","absent",20,6,9
"40","present",91,5,12
"41","present",73,5,1
"42","absent",35,3,13
"43","absent",143,9,3
"44","absent",61,4,1
"45","absent",97,3,16
"46","present",139,3,10
"47","absent",136,4,15
"48","absent",131,5,13
"49","present",121,3,3
"50","absent",177,2,14
"51","absent",68,5,10
"52","absent",9,2,17
"53","present",139,10,6
"54","absent",2,2,17
"55","absent",140,4,15
"56","absent",72,5,15
"57","absent",2,3,13
"58","present",120,5,8
"59","absent",51,7,9
"60","absent",102,3,13
"61","present",130,4,1
"62","present",114,7,8
"63","absent",81,4,1
"64","absent",118,3,16
"65","absent",118,4,16
"66","absent",17,4,10
"67","absent",195,2,17
"68","absent",159,4,13
"69","absent",18,4,11
"70","absent",15,5,16
"71","absent",158,5,14
"72","absent",127,4,12
"73","absent",87,4,16
"74","absent",206,4,10
"75","absent",11,3,15
"76","absent",178,4,15
"77","present",157,3,13
"78","absent",26,7,13
"79","absent",120,2,13
"80","present",42,7,6
"81","absent",36,4,13
Datasets/midwest.csv 0 → 100644
"","PID","county","state","area","poptotal","popdensity","popwhite","popblack","popamerindian","popasian","popother","percwhite","percblack","percamerindan","percasian","percother","popadults","perchsd","percollege","percprof","poppovertyknown","percpovertyknown","percbelowpoverty","percchildbelowpovert","percadultpoverty","percelderlypoverty","inmetro","category"
"1",561,"ADAMS","IL",0.052,66090,1270.96154,63917,1702,98,249,124,96.7120593,2.57527614,0.14828264,0.37675897,0.18762294,43298,75.1073953,19.6313918,4.35585939,63628,96.2747768,13.1514428,18.0117169,11.0097759,12.4438118,0,"AAR"
"2",562,"ALEXANDER","IL",0.014,10626,759,7054,3496,19,48,9,66.3843403,32.9004329,0.1788067,0.45172219,0.08469791,6724,59.7263534,11.2433076,2.87031529,10529,99.0871447,32.2442777,45.8265139,27.3856467,25.2289759,0,"LHR"
"3",563,"BOND","IL",0.022,14991,681.409091,14477,429,35,16,34,96.5712761,2.86171703,0.23347342,0.10673071,0.22680275,9669,69.3349881,17.0338194,4.48857172,14235,94.9569742,12.0688444,14.036061,10.85209,12.69741,0,"AAR"
"4",564,"BOONE","IL",0.017,30806,1812.11765,29344,127,46,150,1139,95.2541713,0.41225735,0.14932156,0.48691813,3.69733169,19272,75.4721876,17.2789539,4.19779992,30337,98.4775693,7.20901869,11.1795358,5.53601292,6.21704745,1,"ALU"
"5",565,"BROWN","IL",0.018,5836,324.222222,5264,547,14,5,6,90.1987663,9.37285812,0.23989034,0.08567512,0.10281014,3979,68.861523,14.475999,3.36768032,4815,82.5051405,13.5202492,13.0228887,11.1432109,19.2,0,"AAR"
"6",566,"BUREAU","IL",0.05,35688,713.76,35157,50,65,195,221,98.5121049,0.14010312,0.18213405,0.54640215,0.61925577,23444,76.6294148,18.9046238,3.27589149,35107,98.3720018,10.3996354,14.1588185,8.17928731,11.0085864,0,"AAR"
"7",567,"CALHOUN","IL",0.017,5322,313.058824,5298,1,8,15,0,99.5490417,0.01878993,0.15031943,0.28184893,0,3583,62.8244488,11.9173877,3.20960089,5241,98.4780158,15.1497806,13.7877614,12.9323308,21.0852713,0,"LAR"
"8",568,"CARROLL","IL",0.027,16805,622.407407,16519,111,30,61,84,98.2981256,0.6605177,0.1785183,0.36298721,0.49985123,11323,75.9516029,16.1971209,3.05572728,16455,97.9172865,11.7107262,17.2254616,10.0270366,9.52505219,0,"AAR"
"9",569,"CASS","IL",0.024,13437,559.875,13384,16,8,23,6,99.6055667,0.1190742,0.0595371,0.17116916,0.04465282,8825,72.2719547,14.1076487,3.20679887,13081,97.3505991,13.875086,17.9947841,11.9143432,13.6601796,0,"AAR"
"10",570,"CHAMPAIGN","IL",0.058,173025,2983.18966,146506,16559,331,8033,1596,84.6733131,9.57029331,0.19130183,4.64268169,0.92241006,95971,87.4993488,41.2958081,17.7574476,154934,89.5442855,15.5724373,14.1322336,17.5627276,8.1050169,1,"HAU"
"11",571,"CHRISTIAN","IL",0.042,34418,819.47619,34176,82,51,89,20,99.2968795,0.23824743,0.14817828,0.25858562,0.05810913,22945,73.074744,13.567226,3.08999782,33788,98.1695624,11.7082988,16.3206125,9.56969969,11.4906408,0,"AAR"
"12",572,"CLARK","IL",0.03,15921,530.7,15842,10,26,36,7,99.5038,0.06281012,0.16330632,0.22611645,0.04396709,10734,71.3340786,15.1108627,2.77622508,15615,98.0780102,12.0076849,15.3215475,10.1317752,12.5954198,0,"AAR"
"13",573,"CLAY","IL",0.028,14460,516.428571,14403,4,17,29,7,99.6058091,0.02766252,0.1175657,0.20055325,0.04840941,9647,65.5644242,13.6830103,2.78843164,14248,98.5338866,16.7742841,20.5825776,14.4641142,17.6700783,0,"LAR"
"14",574,"CLINTON","IL",0.029,33944,1170.48276,32688,1021,48,104,83,96.2997879,3.00789536,0.14140938,0.30638699,0.24452039,21563,67.1659788,15.3874693,2.87529565,32190,94.8326656,10.2236719,13.2994025,9.25383422,8.32317604,1,"LAU"
"15",575,"COLES","IL",0.03,51644,1721.46667,50177,925,92,341,109,97.159399,1.79110836,0.17814267,0.66028968,0.21106034,29136,76.105162,25.1750412,8.14456343,45693,88.4768802,16.7487361,16.3419409,18.7929138,10.9936084,0,"AAR"
"16",576,"COOK","IL",0.058,5105067,88018.3966,3204947,1317147,10289,188565,384119,62.7797245,25.8007779,0.20154486,3.69368316,7.52426951,3291995,73.4058223,28.0181167,8.32996405,5023523,98.402685,14.1983027,22.2934971,11.6655424,10.8252688,1,"AAU"
"17",577,"CRAWFORD","IL",0.026,19464,748.615385,19300,63,34,48,19,99.1574188,0.32367448,0.17468146,0.24660912,0.09761611,13317,76.0306375,16.9858076,3.33408425,19123,98.2480477,10.5370496,13.809825,8.87024273,10.8033875,0,"AAR"
"18",578,"CUMBERLAND","IL",0.02,10670,533.5,10627,5,6,26,6,99.5970009,0.04686036,0.05623243,0.24367385,0.05623243,6727,72.2461721,14.5978891,2.69064962,10590,99.2502343,12.0491029,13.6031851,9.8222638,15.2846257,0,"AAR"
"19",579,"DE KALB","IL",0.038,77932,2050.84211,72968,2069,123,1751,1021,93.6303444,2.65487861,0.1578299,2.24683057,1.31011651,41817,83.8797618,32.835928,11.1509673,69127,88.7016887,13.5446352,8.67823765,17.0474188,6.45390792,1,"HAU"
"20",580,"DE WITT","IL",0.023,16516,718.086957,16387,25,37,43,24,99.2189392,0.15136837,0.22402519,0.2603536,0.14531364,10941,74.6458276,16.1959601,3.30865552,16238,98.3167837,10.3153098,13.568426,7.95599305,12.2553448,0,"AAR"
"21",581,"DOUGLAS","IL",0.025,19464,778.56,19280,16,19,41,108,99.054665,0.08220304,0.09761611,0.21064529,0.55487053,12550,74.0318725,16.8685259,3.84063745,19140,98.3353884,9.62904911,13.2935431,7.92479531,8.71436256,0,"AAR"
"22",582,"DU PAGE","IL",0.02,781666,39083.3,714905,15462,962,39634,10703,91.4591398,1.97808271,0.12307047,5.07045209,1.3692549,502321,88.5768264,42.7688669,11.9632665,771641,98.7174829,2.71473392,2.94525227,2.39906403,3.83824912,1,"HLU"
"23",583,"EDGAR","IL",0.036,19595,544.305556,19469,68,24,24,10,99.3569788,0.3470273,0.12248022,0.12248022,0.05103343,13082,73.5208684,16.8399327,3.67680783,19258,98.2801735,16.0037387,22.8276281,14.4809567,11.7620137,0,"AAR"
"24",584,"EDWARDS","IL",0.014,7440,531.428571,7401,6,8,19,6,99.4758065,0.08064516,0.10752688,0.25537634,0.08064516,5019,69.6752341,16.9356446,2.45068739,7350,98.7903226,12.2040816,15.1598677,10.9502501,11.8595279,0,"AAR"
"25",585,"EFFINGHAM","IL",0.028,31704,1132.28571,31523,12,45,95,29,99.4290941,0.03785011,0.14193793,0.29964673,0.09147111,19477,74.9550752,20.2751964,3.7839503,31229,98.5017663,8.99484454,11.599832,6.97446574,10.5174981,0,"AAR"
"26",586,"FAYETTE","IL",0.044,20893,474.840909,20148,599,40,35,71,96.4342124,2.86698894,0.19145168,0.16752022,0.33982674,13894,68.7922844,13.6029941,2.98690082,19452,93.1029531,13.618137,16.6276347,12.1341463,13.4358289,0,"AAR"
"27",587,"FORD","IL",0.03,14275,475.833333,14157,43,14,40,21,99.17338,0.30122592,0.09807356,0.28021016,0.14711033,9592,77.1684737,17.8273561,3.89908257,13860,97.0928196,9.26406926,13.5712279,7.32528768,8.78740157,0,"AAR"
"28",588,"FRANKLIN","IL",0.025,40319,1612.76,40068,36,106,84,25,99.3774647,0.08928793,0.26290335,0.2083385,0.06200551,27214,66.6642169,14.7056662,2.43257147,39703,98.4721843,20.764174,31.074742,19.3135372,13.6794859,0,"LHR"
"29",589,"FULTON","IL",0.052,38080,732.307692,37117,668,83,105,107,97.4711134,1.75420168,0.21796218,0.27573529,0.28098739,25592,73.847296,15.5321976,2.99703032,36393,95.5698529,15.494738,22.8122252,13.9965731,11.0196033,0,"AAR"
"30",590,"GALLATIN","IL",0.019,6909,363.631579,6842,42,10,11,4,99.0302504,0.60790274,0.14473875,0.15921262,0.0578955,4680,58.4188034,11.3675214,2.69230769,6737,97.5104936,21.4338726,29.7246558,20.005596,16.2300319,0,"LHR"
"31",591,"GREENE","IL",0.033,15317,464.151515,15231,14,50,17,5,99.4385323,0.09140171,0.32643468,0.11098779,0.03264347,10031,69.0459575,13.0495464,2.71159406,15096,98.5571587,15.5339163,20.0300827,13.444049,14.9431818,0,"AAR"
"32",592,"GRUNDY","IL",0.026,32337,1243.73077,31864,21,45,113,294,98.5372793,0.06494109,0.13915948,0.34944491,0.90917525,20541,78.9640232,18.3778784,3.93846453,31979,98.8929091,6.6168423,6.93047172,5.32733914,10.4620084,1,"ALU"
"33",593,"HAMILTON","IL",0.025,8499,339.96,8462,3,11,21,2,99.5646547,0.03529827,0.12942699,0.24708789,0.02353218,5859,59.9931729,14.0467657,2.61136713,8383,98.6351335,19.8496958,21.9232686,17.0501332,23.1419671,0,"LHR"
"34",594,"HANCOCK","IL",0.047,21373,454.744681,21272,26,25,37,13,99.5274412,0.12164881,0.11697001,0.17311561,0.0608244,14322,77.5380533,20.6605223,3.86119257,20943,97.9881158,11.7843671,14.6202065,9.82946027,12.9152053,0,"AAR"
"35",595,"HARDIN","IL",0.009,5189,576.555556,5062,85,16,13,13,97.5525149,1.63808056,0.30834458,0.25052997,0.25052997,3492,59.7365407,14.3184422,2.60595647,4954,95.4711891,26.7460638,35.1417004,25.1742835,21.1961302,0,"LHR"
"36",596,"HENDERSON","IL",0.023,8096,352,8037,8,29,10,12,99.2712451,0.09881423,0.35820158,0.12351779,0.14822134,5467,73.349186,13.7735504,2.17669654,8030,99.1847826,12.9389788,15.6080748,10.2823529,16.2950257,0,"AAR"
"37",597,"HENRY","IL",0.051,51159,1003.11765,49969,657,63,128,342,97.6739186,1.28423151,0.12314549,0.25020036,0.66850408,33423,77.1953445,18.7236334,4.22164378,50472,98.6571278,10.4790775,15.1772634,8.63526345,9.01154039,1,"AAU"
"38",598,"IROQUOIS","IL",0.067,30787,459.507463,30154,164,43,69,357,97.9439374,0.53269237,0.13966934,0.22412057,1.15958034,20578,73.4376519,15.1666829,3.22674701,30189,98.0576217,9.19871476,11.6762716,7.9592631,9.10027978,0,"AAR"
"39",599,"JACKSON","IL",0.036,61067,1696.30556,51991,6342,109,2178,447,85.1376357,10.3853145,0.17849248,3.56657442,0.7319829,32172,78.767251,36.6436653,14.0898918,54230,88.8041004,28.37175,26.3922105,32.4584833,13.8153008,0,"AHR"
"40",600,"JASPER","IL",0.029,10609,365.827586,10574,1,11,17,6,99.6700914,0.00942596,0.10368555,0.1602413,0.05655575,6835,69.7000732,15.0256035,2.76517922,10511,99.076256,13.1005613,17.4379611,10.0076104,14.5622525,0,"AAR"
"41",601,"JEFFERSON","IL",0.033,37020,1121.81818,34856,1924,56,129,55,94.1545111,5.19719071,0.15126958,0.34846029,0.14856834,24023,69.9038422,18.3698955,3.67980685,36495,98.5818476,16.0569941,21.1134991,13.6358867,15.631524,0,"AAR"
"42",602,"JERSEY","IL",0.023,20539,893,20346,96,43,32,22,99.0603243,0.46740348,0.20935781,0.15580116,0.1071133,12847,71.9156223,14.7583093,3.13691913,19611,95.4817664,9.74453113,11.8255728,8.8343212,9.29971989,1,"AAU"
"43",603,"JO DAVIESS","IL",0.035,21821,623.457143,21732,14,20,29,26,99.592136,0.06415838,0.09165483,0.1328995,0.11915128,14409,74.092581,16.4133528,3.4284128,21610,99.0330416,8.28782971,9.29164459,6.28398253,11.8393235,0,"AAR"
"44",604,"JOHNSON","IL",0.02,11347,567.35,10230,1046,26,14,31,90.1559884,9.21829558,0.22913545,0.12338063,0.27319996,7922,66.1701591,14.3524363,3.43347639,9180,80.9024412,15.5555556,18.5350603,12.2665006,19.8775318,0,"LAR"
"45",605,"KANE","IL",0.029,317471,10947.2759,269675,19006,620,4474,23696,84.9447666,5.98668855,0.19529343,1.40926258,7.46398884,191807,77.7192699,27.5938834,7.01329983,310740,97.8798063,6.84655982,9.59040311,5.55167946,6.31380264,1,"ALU"
"46",606,"KANKAKEE","IL",0.039,96255,2468.07692,80194,14399,150,644,868,83.3141136,14.9592229,0.15583606,0.66905615,0.90177134,59821,73.0863744,17.6409622,3.99023754,92594,96.1965612,13.2967579,19.5983276,10.888062,10.2479647,1,"AAU"
"47",607,"KENDALL","IL",0.018,39413,2189.61111,38019,210,73,224,887,96.4630959,0.53281912,0.18521808,0.5683404,2.25052648,24175,83.6773526,24.8893485,5.25336091,39199,99.4570319,3.38529044,4.42017237,2.35504872,5.87851078,1,"HLU"
"48",608,"KNOX","IL",0.042,56393,1342.69048,52413,2860,85,320,715,92.9423865,5.07155143,0.15072793,0.56744631,1.26788786,37723,76.5660207,19.3436365,4.21228428,53106,94.1712624,13.8684894,19.6733764,12.8831741,9.73871734,0,"AAR"
"49",609,"LAKE","IL",0.028,516418,18443.5,450666,34771,1198,12588,17195,87.2676785,6.73311155,0.23198262,2.43756027,3.32966705,318475,84.7269016,37.8340529,11.4640082,495312,95.9130007,5.15977808,6.76712484,4.19193902,6.16443033,1,"HLU"
"50",610,"LA SALLE","IL",0.068,106913,1572.25,103805,1153,206,523,1226,97.0929634,1.07844696,0.19268003,0.48918279,1.14672678,70357,73.127052,16.8995267,3.43817957,104473,97.7177705,11.1014329,15.2417866,9.21209673,10.6971468,0,"AAR"
"51",611,"LAWRENCE","IL",0.022,15972,726,15759,151,31,21,10,98.6664162,0.94540446,0.19408966,0.13148009,0.06260957,10950,69.2328767,14.5388128,1.94520548,15347,96.0869021,19.8475272,31.1128734,16.7597057,14.8832156,0,"AHR"
"52",612,"LEE","IL",0.043,34392,799.813953,32530,1222,84,181,375,94.5859502,3.5531519,0.24424285,0.52628518,1.09036985,22661,76.2808349,18.476678,4.04218702,32162,93.5159339,8.8240781,10.5378832,7.71542507,9.5268748,0,"AAR"
"53",613,"LIVINGSTON","IL",0.062,39301,633.887097,36551,2115,62,131,442,93.0027226,5.38154245,0.1577568,0.33332485,1.12465332,26084,74.1450698,14.5031437,2.94816746,35431,90.1529223,9.32516723,13.7011589,8.02005013,6.77040677,0,"AAR"
"54",614,"LOGAN","IL",0.036,30798,855.5,29223,1291,37,143,104,94.8860316,4.19183064,0.12013767,0.46431586,0.33768427,20324,75.9004133,17.9492226,3.79846487,28104,91.2526787,10.7813834,12.8258458,9.96479107,10.3613632,0,"AAR"
"55",615,"MCDONOUGH","IL",0.034,35244,1036.58824,32992,1254,65,802,131,93.6102599,3.55805243,0.18442856,2.27556464,0.37169447,18784,80.302385,27.9280239,10.3598807,28821,81.7756214,19.0520801,16.0093168,22.4033816,12.8843841,0,"HHR"
"56",616,"MCHENRY","IL",0.036,183241,5090.02778,178895,310,299,1293,2444,97.6282601,0.16917611,0.16317309,0.70562811,1.33376264,114721,84.5076316,28.0541488,6.41730808,181636,99.1241043,3.49159858,4.06964667,2.87024568,5.0644731,1,"HLU"
"57",617,"MCLEAN","IL",0.068,129180,1899.70588,121057,5563,203,1624,733,93.7118749,4.30639418,0.15714507,1.25716055,0.5674253,72957,84.671793,33.8185507,9.00393382,117663,91.0845332,11.8754409,10.0105088,13.715404,7.2666025,1,"HAU"
"58",618,"MACON","IL",0.035,117206,3348.74286,102197,14135,157,506,211,87.1943416,12.0599628,0.13395219,0.43171851,0.18002491,76297,76.2113845,19.8618556,4.98446859,114042,97.3004795,12.7417969,19.2574786,10.9095835,8.98486907,1,"AAU"
"59",619,"MACOUPIN","IL",0.05,47679,953.58,47077,379,94,88,41,98.7373896,0.79489922,0.19715179,0.18456763,0.08599174,31217,72.8192972,14.0083929,3.2546369,46387,97.2902116,13.2127536,18.5988943,10.8171077,12.460907,0,"AAR"
"60",620,"MADISON","IL",0.045,249238,5538.62222,230217,16136,683,1420,782,92.3683387,6.47413316,0.27403526,0.56973656,0.31375633,161517,75.8143106,19.6994744,4.94932422,245370,98.4480697,11.3387945,16.6709192,9.90305061,8.29181097,1,"AAU"
"61",621,"MARION","IL",0.035,41561,1187.45714,39647,1519,106,232,57,95.394721,3.65486875,0.2550468,0.55821563,0.13714781,27077,70.1259371,16.4493851,3.31277468,40800,98.1689565,16.3676471,22.3493101,13.9285714,14.7224835,0,"AAR"
"62",622,"MARSHALL","IL",0.023,12846,558.521739,12752,17,30,28,19,99.2682547,0.13233691,0.23353573,0.21796668,0.14790596,8600,77.7790698,17.5348837,2.56976744,12563,97.7969796,9.38470111,11.4717933,7.50307503,11.3305613,0,"AAR"
"63",623,"MASON","IL",0.033,16269,493,16180,8,27,38,16,99.4529473,0.04917327,0.1659598,0.23357305,0.09834655,10729,72.5789915,13.5054525,2.8986858,16025,98.5002151,15.5070203,24.1131352,12.8400955,11.6038007,0,"AAR"
"64",624,"MASSAC","IL",0.014,14752,1053.71429,13804,870,37,31,10,93.5737527,5.89750542,0.25081345,0.210141,0.06778742,10068,65.3059197,14.034565,2.93007549,14348,97.2613883,16.7410092,22.9808251,14.9682372,14.3283582,0,"LAR"
"65",625,"MENARD","IL",0.018,11164,620.222222,11101,9,29,14,11,99.4356861,0.08061627,0.25976353,0.12540308,0.09853099,7390,77.3071719,18.511502,3.51826793,10964,98.2085274,9.55855527,12.4503311,7.89163722,10.1449275,1,"AAU"
"66",626,"MERCER","IL",0.033,17290,523.939394,17155,30,33,35,37,99.2192019,0.1735107,0.19086177,0.20242915,0.21399653,11357,77.3531743,16.4744211,3.11702034,17006,98.357432,10.1317182,11.4663727,9.01086957,11.4338123,0,"AAR"
"67",627,"MONROE","IL",0.023,22422,974.869565,22262,13,53,57,37,99.2864151,0.05797877,0.23637499,0.25421461,0.1650165,14613,75.8639568,19.9206186,3.31896257,22071,98.4345732,4.81174392,4.77462437,4.21197857,6.83692471,1,"ALU"
"68",628,"MONTGOMERY","IL",0.041,30728,749.463415,29956,559,49,66,98,97.4876334,1.81918771,0.15946368,0.21478782,0.31892736,20386,72.1917002,11.723732,2.5262435,29003,94.3862275,14.0295831,17.7958446,12.2912264,13.4700076,0,"AAR"
"69",629,"MORGAN","IL",0.033,36397,1102.93939,34561,1510,48,130,148,94.9556282,4.14869357,0.131879,0.35717229,0.40662692,23605,75.9034103,20.7244228,5.65981784,33746,92.7164327,11.1954009,12.3290901,10.1418555,12.6183885,0,"AAR"
"70",630,"MOULTRIE","IL",0.021,13930,663.333333,13884,8,22,13,3,99.6697775,0.05743001,0.15793252,0.09332376,0.02153625,9282,70.2865762,15.7185951,2.99504417,13356,95.879397,11.3432165,15.2669633,9.10269336,11.856585,0,"AAR"
"71",631,"OGLE","IL",0.045,45957,1021.26667,44895,66,87,136,773,97.6891442,0.14361251,0.1893074,0.2959288,1.68200709,29575,77.602705,18.7793745,3.47252747,45229,98.4159105,7.24535143,8.54618474,6.26131745,8.28708375,1,"ALU"
"72",632,"PEORIA","IL",0.038,182827,4811.23684,154298,24892,312,2225,1100,84.3956308,13.6150569,0.17065313,1.21699749,0.60166168,115963,77.9326164,25.838414,6.59003303,176647,96.6197553,14.5278437,21.8711768,12.4275854,10.3180428,1,"AAU"
"73",633,"PERRY","IL",0.026,21412,823.538462,20901,399,26,63,23,97.6134878,1.86344106,0.12142724,0.29422754,0.1074164,13921,67.839954,13.5622441,2.20530134,21090,98.4961704,15.8368895,20.8596713,13.3475898,15.8660508,0,"LAR"
"74",634,"PIATT","IL",0.025,15548,621.92,15508,8,16,11,5,99.7427322,0.05145356,0.10290713,0.07074865,0.03215848,10458,82.950851,22.011857,5.19219736,15315,98.501415,6.13124388,7.06766917,4.61225953,9.16779432,0,"HLR"
"75",635,"PIKE","IL",0.049,17577,358.714286,17499,8,24,32,14,99.5562383,0.04551402,0.13654207,0.1820561,0.07964954,11820,69.856176,12.1742809,2.30964467,17365,98.7938784,17.9326231,23.3325587,15.0834773,18.2773589,0,"AHR"
"76",636,"POPE","IL",0.022,4373,198.772727,4072,266,15,6,14,93.1168534,6.0827807,0.34301395,0.13720558,0.32014635,2821,65.1542006,14.2502659,2.48138958,4160,95.1292019,25.1682692,36.4729459,24.4148692,15.3611394,0,"LHR"
"77",637,"PULASKI","IL",0.011,7523,683.909091,5032,2466,8,7,10,66.8882095,32.7794763,0.10634056,0.09304799,0.13292569,4816,59.7799003,14.3687708,2.20099668,7441,98.9100093,30.184115,40.0374181,23.867741,31.1619718,0,"LHR"
"78",638,"PUTNAM","IL",0.01,5730,573,5616,9,7,7,91,98.0104712,0.15706806,0.12216405,0.12216405,1.58813264,3783,75.8128469,16.5212794,3.43642612,5722,99.8603839,7.54980776,10.4780616,6.22734761,7.15517241,0,"AAR"
"79",639,"RANDOLPH","IL",0.036,34583,960.638889,31532,2852,54,83,62,91.1777463,8.24682648,0.15614608,0.24000231,0.17927884,22847,64.2228739,12.7412789,2.95881297,30685,88.7285661,11.0021183,14.2925089,8.99560578,11.678487,0,"LAR"
"80",640,"RICHLAND","IL",0.022,16545,752.045455,16442,17,24,43,19,99.3774554,0.10275008,0.14505893,0.25989725,0.11483832,10917,73.4908858,21.5077402,3.62737016,16228,98.0840133,13.9758442,18.6600613,12.0681606,12.94943,0,"AAR"
"81",641,"ROCK ISLAND","IL",0.028,148723,5311.53571,133428,10488,354,1017,3436,89.7157803,7.05203634,0.2380264,0.6838216,2.31033532,96715,77.3747609,21.3007289,4.49775112,144662,97.2694203,13.1845267,19.375,11.7520934,9.05748897,1,"AAU"
"82",642,"ST CLAIR","IL",0.04,262852,6571.3,187866,71275,585,2007,1119,71.4721592,27.1160197,0.2225587,0.76354755,0.42571485,162550,72.5868963,21.184251,5.38911104,257438,97.9402858,17.43177,26.7291879,14.2654008,11.8686334,1,"AAU"
"83",643,"SALINE","IL",0.022,26551,1206.86364,25452,931,66,40,62,95.8607962,3.50645927,0.24857821,0.15065346,0.23351286,18020,63.2241953,15.4883463,3.63485017,25545,96.2110655,20.183989,26.6991079,18.6944068,16.8465816,0,"LHR"
"84",644,"SANGAMON","IL",0.051,178386,3497.76471,162013,14364,290,1377,342,90.8215891,8.05220141,0.16256881,0.77192156,0.19171908,117686,81.7709838,28.9881549,8.169196,175796,98.5480923,9.88816583,13.7008576,8.21267648,9.76442912,1,"HAU"
"85",645,"SCHUYLER","IL",0.026,7498,288.384615,7479,2,9,6,2,99.7465991,0.02667378,0.12003201,0.08002134,0.02667378,5090,69.410609,14.6365422,2.75049116,7365,98.2261937,16.496945,21.9134153,13.6461126,16.7800454,0,"AAR"
"86",646,"SCOTT","IL",0.015,5644,376.266667,5634,1,6,3,0,99.8228207,0.01771793,0.10630758,0.05315379,0,3732,73.6066452,13.0760986,2.25080386,5578,98.8306166,11.5274292,14.2564802,9.37067773,13.3606557,0,"AAR"
"87",647,"SHELBY","IL",0.044,22261,505.931818,22190,14,27,27,3,99.6810566,0.06289026,0.12128835,0.12128835,0.01347648,14745,72.7229569,15.9511699,3.78433367,22010,98.8724675,10.0045434,12.0917304,8.6534177,10.629843,0,"AAR"
"88",648,"STARK","IL",0.017,6534,384.352941,6496,8,8,21,1,99.4184267,0.12243649,0.12243649,0.32139578,0.01530456,4396,77.0245678,16.8789809,2.9799818,6404,98.0104071,12.4609619,19.0391459,10.4477612,9.38748336,0,"AAR"
"89",649,"STEPHENSON","IL",0.033,48052,1456.12121,44524,3081,58,304,85,92.6579539,6.41180388,0.12070257,0.63264796,0.1768917,31555,76.691491,19.8795753,3.8821106,47225,98.2789478,9.90788777,13.5032583,8.35417318,9.50578339,0,"AAR"
"90",650,"TAZEWELL","IL",0.039,123692,3171.58974,122639,186,221,432,214,99.1486919,0.15037351,0.1786696,0.3492546,0.17301038,80310,78.5941975,20.0448263,3.92105591,121970,98.6078324,9.13257358,12.8933916,7.91641669,7.28836792,1,"AAU"
"91",651,"UNION","IL",0.024,17619,734.125,17313,122,34,53,97,98.2632385,0.6924343,0.19297349,0.30081162,0.55054203,12092,64.2242805,17.8795898,4.00264638,16823,95.48215,18.1596624,24.9001996,14.6790039,19.010096,0,"LHR"
"92",652,"VERMILION","IL",0.052,88257,1697.25,78956,7841,165,507,788,89.4614591,8.88428113,0.18695401,0.57445868,0.89284703,58087,72.751218,17.0571729,4.06114965,85119,96.4444747,15.2386659,22.5401872,13.0433821,11.4093571,0,"AAR"
"93",653,"WABASH","IL",0.012,13111,1092.58333,12955,40,11,80,25,98.8101594,0.30508733,0.08389902,0.61017466,0.19067958,8520,74.870892,24.7300469,3.92018779,12849,98.001678,12.9426415,17.0275883,11.5272938,11.3899614,0,"AAR"
"94",654,"WARREN","IL",0.033,19181,581.242424,18630,356,20,70,105,97.1273656,1.85600334,0.10426985,0.36494448,0.54741671,12220,76.309329,20.4582651,4.57446809,18323,95.5268234,14.2334771,18.9009662,12.8320964,11.7299162,0,"AAR"
"95",655,"WASHINGTON","IL",0.033,14965,453.484848,14856,46,31,26,6,99.2716338,0.3073839,0.20715002,0.17373872,0.04009355,9906,65.7278417,15.9600242,2.44296386,14620,97.6946208,9.28180575,9.81610982,7.66360123,12.3771499,0,"LAR"
"96",656,"WAYNE","IL",0.042,17241,410.5,17141,9,31,44,16,99.4199872,0.05220115,0.17980396,0.25520561,0.09280204,11613,63.0586412,15.6807027,2.75553259,17054,98.9153761,14.3954497,19.6855936,11.6169183,14.7752126,0,"LAR"
"97",657,"WHITE","IL",0.029,16522,569.724138,16397,41,37,35,12,99.243433,0.24815398,0.22394383,0.21183876,0.07263043,11451,66.2212907,15.9287398,3.24862457,16152,97.7605617,19.0564636,27.0340525,16.4872384,16.7161961,0,"LHR"
"98",658,"WHITESIDE","IL",0.041,60186,1467.95122,57135,417,85,187,2362,94.9307148,0.69285216,0.14122886,0.31070349,3.92450071,39020,73.2880574,16.5530497,3.54177345,58927,97.9081514,10.9610196,14.7232262,9.50370254,9.8152526,0,"AAR"
"99",659,"WILL","IL",0.05,357313,7146.26,303420,38361,692,4774,10066,84.9171455,10.7359654,0.19366774,1.33608349,2.81713792,215823,80.43026,24.7568609,5.88723167,348384,97.5010705,6.03472031,7.46308545,4.79919768,8.5633985,1,"HLU"
"100",660,"WILLIAMSON","IL",0.025,57733,2309.32,56135,1147,112,252,87,97.2320856,1.98673203,0.1939965,0.43649213,0.15069371,38733,71.7811685,21.0595616,4.9802494,56318,97.5490621,15.8013424,22.3945816,13.6188171,13.8197853,0,"AAR"
"101",661,"Winnebago","IL",0.03,252913,8430.43333,222439,23256,651,2986,3581,87.9507973,9.19525687,0.25740077,1.18064315,1.41590191,163047,76.2964053,22.652364,5.1819414,248507,98.257899,10.11722,14.5814097,8.22470776,9.62654586,1,"AAU"
"102",662,"WOODFORD","IL",0.032,32653,1020.40625,32388,64,54,102,45,99.188436,0.19600037,0.16537531,0.31237559,0.13781276,20469,80.0136792,22.8052176,4.97337437,31693,97.0599945,7.18770706,10.0139231,5.62835021,7.15055695,1,"HLU"
"103",663,"ADAMS","IN",0.021,31095,1480.71429,30530,36,42,60,427,98.1829876,0.11577424,0.13506995,0.19295707,1.37321113,18119,74.3970418,16.1156797,4.86229924,30490,98.0543496,11.6366022,17.1945239,9.10188775,8.71402697,1,"AAU"
"104",664,"ALLEN","IN",0.041,300836,7337.46341,264086,30314,892,2644,2900,87.7840418,10.0765866,0.29650707,0.87888418,0.96398037,187856,81.1552466,27.3597862,6.85950941,296184,98.4536425,7.90353294,10.533689,6.7890146,7.30149415,1,"HAU"
"105",665,"BARTHOLOMEW","IN",0.022,63657,2893.5,61774,1005,97,610,171,97.0419593,1.57877374,0.15237916,0.95826068,0.26862717,41218,76.9032947,22.8468145,6.84409724,62784,98.6285876,8.54517074,10.736855,6.99242014,10.8119434,0,"AAR"
"106",666,"BENTON","IN",0.024,9441,393.375,9389,6,16,1,29,99.4492109,0.06355259,0.16947357,0.0105921,0.30717085,6053,77.0857426,13.4643978,4.01453825,9300,98.5065141,8.04301075,8.34921845,6.84232894,10.5022831,0,"AAR"
"107",667,"BLACKFORD","IN",0.01,14067,1406.7,13978,7,44,16,22,99.3673136,0.04976185,0.3127888,0.11374138,0.1563944,9259,72.9884437,12.9819635,4.42812399,13903,98.8341508,9.85398835,12.3237451,8.33224671,10.9375,0,"AAR"
"108",668,"BOONE","IN",0.024,38147,1589.45833,37814,83,90,94,66,99.1270611,0.21757936,0.23592943,0.24641518,0.17301492,24915,82.4683925,27.8306241,8.81396749,37402,98.0470286,6.29645474,8.02175391,5.23959855,7.08942537,1,"HLU"
"109",669,"BROWN","IN",0.019,14080,741.052632,13968,13,47,18,34,99.2045455,0.09232955,0.33380682,0.12784091,0.24147727,9510,76.4353312,19.8002103,6.16193481,13948,99.0625,6.86836822,8.09384164,6.16327041,7.44387554,0,"ALR"
"110",670,"CARROLL","IN",0.022,18809,854.954545,18720,19,22,3,45,99.5268223,0.10101547,0.11696528,0.01594981,0.23924717,12241,76.1702475,15.4562536,3.79870926,18498,98.3465362,7.49270191,9.38326888,5.63980573,10.1830664,0,"AAR"
"111",671,"CASS","IN",0.024,38413,1600.54167,37765,330,138,114,66,98.3130711,0.85908416,0.35925338,0.29677453,0.17181683,25123,75.8906182,13.2149823,4.02420093,37306,97.1181631,10.3468611,13.3524412,9.47268075,8.55725506,0,"AAR"
"112",672,"CLARK","IN",0.022,87777,3989.86364,82289,4703,192,356,237,93.7477927,5.35789558,0.21873612,0.40557321,0.27000239,56970,72.7575917,16.8123574,4.05476567,86270,98.2831493,10.0649125,13.752694,8.18791412,10.9526235,1,"AAU"
"113",673,"CLAY","IN",0.021,24705,1176.42857,24522,113,41,15,14,99.2592593,0.45739729,0.16595831,0.06071645,0.05666869,16197,75.884423,14.1137248,4.29709205,24343,98.5347096,11.8432404,15.1636813,9.70500549,12.9662175,1,"AAU"
"114",674,"CLINTON","IN",0.023,30974,1346.69565,30657,36,51,61,169,98.976561,0.11622651,0.16465423,0.19693937,0.54561891,19875,76.1610063,16.045283,4.5081761,30143,97.3171047,9.4051687,11.7393903,7.80756609,10.5207037,1,"AAU"
"115",675,"CRAWFORD","IN",0.018,9914,550.777778,9868,9,26,11,0,99.5360097,0.09078071,0.2622554,0.11095421,0,6297,59.5680483,8.54375099,2.93790694,9780,98.648376,18.4662577,22.923588,14.3980528,24.0462428,0,"LHR"
"116",676,"DAVIESS","IN",0.026,27533,1058.96154,27372,99,26,20,16,99.4152472,0.35956852,0.09443214,0.0726401,0.05811208,17267,66.2187989,13.2391267,3.35900851,26896,97.6864127,15.5413444,20.7750953,12.3878965,15.9292035,0,"LAR"
"117",677,"DEARBORN","IN",0.019,38835,2043.94737,38440,252,53,75,15,98.9828763,0.64889919,0.13647483,0.19312476,0.03862495,24335,73.4785289,15.5742757,4.24491473,38254,98.5039269,8.48015894,10.7832521,7.1425195,8.94133289,1,"AAU"
"118",678,"DECATUR","IN",0.022,23645,1074.77273,23444,39,19,129,14,99.149926,0.16493973,0.08035525,0.54556989,0.05920914,14625,72.3350427,13.9213675,4.56068376,23245,98.3083104,9.06431491,11.116045,7.66800916,10.0627287,0,"AAR"
"119",679,"DE KALB","IN",0.022,35324,1605.63636,35009,37,91,88,99,99.108255,0.10474465,0.25761522,0.24912241,0.28026271,21801,77.5469015,15.581854,4.45392413,34833,98.6100102,6.45652112,8.76933688,4.93601463,7.47427333,1,"ALU"
"120",680,"DELAWARE","IN",0.023,119659,5202.56522,111232,7167,274,641,345,92.9574875,5.98952022,0.22898403,0.53568892,0.28831931,70609,74.4664278,21.1970145,8.38844906,111645,93.302635,16.7477272,17.661107,17.8898595,11.7679641,1,"AAU"
"121",681,"DUBOIS","IN",0.026,36616,1408.30769,36466,33,30,55,32,99.590343,0.09012454,0.0819314,0.15020756,0.08739349,22921,72.2307055,17.1676628,4.47188168,35883,97.9981429,6.13661065,5.50713154,4.41161892,13.4687333,0,"ALR"
"122",682,"ELKHART","IN",0.027,156198,5785.11111,146505,7106,453,997,1137,93.7944148,4.54935403,0.29001652,0.63829242,0.72792225,96003,72.8060581,18.3723425,5.36649896,152953,97.9225086,7.04203252,9.86358867,5.80470664,6.30558874,1,"ALU"
"123",683,"FAYETTE","IN",0.012,26015,2167.91667,25462,435,37,69,12,97.8743033,1.67211224,0.14222564,0.2652316,0.04612723,16744,63.9094601,11.4249881,3.78643096,25571,98.2932923,10.7856556,14.6890163,8.84701144,10.8691186,0,"LAR"
"124",684,"FLOYD","IN",0.009,64404,7156,61415,2642,92,175,80,95.3589839,4.10222968,0.14284827,0.27172225,0.12421589,41499,73.2234512,20.5498928,6.40015422,63308,98.2982423,11.0080874,16.0648533,8.19145697,12.6123514,1,"AAU"
"125",685,"FOUNTAIN","IN",0.025,17808,712.32,17726,4,25,27,26,99.5395328,0.02246181,0.14038634,0.15161725,0.1460018,11700,72.965812,11.1452991,3.29059829,17573,98.6803684,9.83895749,13.1136951,7.04975016,12.6510878,0,"AAR"
"126",686,"FRANKLIN","IN",0.023,19580,851.304348,19496,10,34,27,13,99.5709908,0.05107252,0.17364658,0.13789581,0.06639428,12029,65.2672708,12.9935988,3.54975476,19375,98.9530133,10.6270968,12.6787252,8.36868492,14.2276423,0,"LAR"
"127",687,"FULTON","IN",0.021,18840,897.142857,18555,151,47,36,51,98.4872611,0.8014862,0.24946921,0.1910828,0.27070064,12405,75.3164047,13.929867,4.15961306,18611,98.7845011,10.3379722,12.8706879,9.1876013,10.0211528,0,"AAR"
"128",688,"GIBSON","IN",0.029,31913,1100.44828,31146,596,38,104,29,97.5965907,1.86757748,0.11907373,0.325886,0.09087206,20949,72.8053845,15.50432,3.50852069,31364,98.2796979,9.63843897,11.1341717,7.94889993,12.2426177,0,"AAR"
"129",689,"GRANT","IN",0.024,74169,3090.375,67817,5047,298,373,634,91.4357751,6.80472974,0.40178511,0.50290553,0.85480457,47541,71.7570097,15.5381671,5.48579121,70618,95.2122855,13.0816506,18.2321973,11.6630942,10.2415235,0,"AAR"
"130",690,"GREENE","IN",0.033,30410,921.515152,30248,10,47,65,40,99.4672805,0.03288392,0.15455442,0.21374548,0.13153568,20124,71.5861658,14.9522958,4.35301133,29957,98.5103584,13.1788897,18.2160478,11.4086437,11.5055672,0,"AAR"
"131",691,"HAMILTON","IN",0.024,108936,4539,106764,676,163,1190,143,98.0061688,0.62054784,0.14962914,1.09238452,0.13126974,69127,88.6961679,42.1311499,12.0893428,107945,99.0902915,3.59164389,4.25498008,2.92675381,5.45073375,1,"HLU"
"132",692,"HANCOCK","IN",0.017,45527,2678.05882,45173,44,59,176,75,99.2224394,0.09664595,0.12959343,0.38658379,0.16473741,29024,80.1095645,20.4899394,6.60832415,44988,98.8160872,4.46341247,5.62774014,3.50094256,6.07751938,1,"HLU"
"133",693,"HARRISON","IN",0.028,29890,1067.5,29641,124,58,36,31,99.1669455,0.41485447,0.19404483,0.12044162,0.10371362,18829,71.1243295,13.1074407,3.83982155,29559,98.8926062,9.83118509,12.58419,7.53536948,12.9673655,1,"AAU"
"134",694,"HENDRICKS","IN",0.024,75717,3154.875,74519,685,157,275,81,98.4177926,0.90468455,0.20735106,0.36319453,0.1069773,48047,84.0656024,24.2200345,7.15965617,73207,96.6850245,3.66904804,4.22803082,2.84384454,6.13503237,1,"HLU"
"135",695,"HENRY","IN",0.024,48139,2005.79167,47446,474,78,78,63,98.5604188,0.98464862,0.16203079,0.16203079,0.13087102,31989,71.374535,13.2576823,4.41714339,47341,98.3423004,12.3508164,17.2683924,10.6034222,11.0881168,0,"AAR"
"136",696,"HOWARD","IN",0.016,80827,5051.6875,75420,4398,226,457,326,93.3104037,5.44125107,0.27960954,0.56540512,0.40333057,52042,78.453941,20.2298144,5.75881019,79738,98.6526779,11.5152123,16.9615277,9.59316926,9.26146753,1,"AAU"
"137",697,"HUNTINGTON","IN",0.023,35427,1540.30435,35012,52,154,133,76,98.8285771,0.1467807,0.4346967,0.37541988,0.21452564,22188,78.5559762,16.9731386,4.84946818,34397,97.092613,6.56452598,7.3208402,5.38424668,9.07244414,1,"ALU"
"138",698,"JACKSON","IN",0.03,37730,1257.66667,37289,138,66,189,48,98.8311688,0.36575669,0.17492711,0.50092764,0.12721972,24151,69.3263219,13.1423129,3.82592853,37228,98.6694938,10.4921027,13.5361596,8.64372075,11.5976685,0,"AAR"
"139",699,"JASPER","IN",0.034,24960,734.117647,24659,111,60,40,90,98.7940705,0.44471154,0.24038462,0.16025641,0.36057692,14984,75.5205553,14.8558462,5.23224773,23850,95.5528846,7.9706499,10.070028,6.37300843,9.37019969,0,"AAR"
"140",700,"JAY","IN",0.022,21512,977.818182,21313,30,32,67,70,99.0749349,0.13945705,0.14875418,0.31145407,0.32539978,13843,68.8795781,12.771798,4.43545474,21179,98.4520268,9.74078096,11.8595994,8.39788732,10.5313547,0,"AAR"
"141",701,"JEFFERSON","IN",0.021,29797,1418.90476,29181,363,58,122,73,97.9326778,1.21824345,0.19465047,0.40943719,0.24499111,18876,70.285018,17.5460903,5.50434414,27849,93.4624291,11.63417,15.6190216,9.61010784,12.1604938,0,"AAR"
"142",702,"JENNINGS","IN",0.021,23661,1126.71429,23347,209,31,51,23,98.6729217,0.88331009,0.13101729,0.21554457,0.09720637,14942,64.0811136,10.1458975,3.38642752,22854,96.5893242,12.8030104,16.947001,10.3086514,14.7733961,0,"LAR"
"143",703,"JOHNSON","IN",0.018,88109,4894.94444,86455,845,139,534,136,98.1227797,0.95903937,0.15775914,0.60606748,0.15435427,55137,80.4069862,22.308069,6.24988665,85547,97.092238,6.90263832,8.75542692,5.76260508,8.17939609,1,"HLU"
"144",704,"KNOX","IN",0.031,39884,1286.58065,39107,486,69,178,44,98.0518504,1.21853375,0.1730017,0.44629425,0.11031993,24740,74.5028294,19.9757478,5.29506871,37005,92.7815665,15.6978787,19.8819543,14.454248,13.9807342,0,"AAR"
"145",705,"KOSCIUSKO","IN",0.032,65294,2040.4375,64058,309,118,322,487,98.1070236,0.4732441,0.18072105,0.49315404,0.7458572,40321,77.475757,19.2629151,5.91751197,64110,98.1866634,6.64170956,8.2147651,5.32189084,8.34152093,0,"ALR"
"146",706,"LAGRANGE","IN",0.022,29477,1339.86364,29156,44,59,92,126,98.9110154,0.14926892,0.20015605,0.31210775,0.42745191,16100,56.6521739,11.1118012,3.46583851,28954,98.2257353,11.5079091,15.9615575,7.96751242,13.4746404,0,"LAR"
"147",707,"LAKE","IN",0.03,475594,15853.1333,334203,116688,865,2772,21066,70.270651,24.5352128,0.18187782,0.58285008,4.42940828,298552,73.478322,17.6686138,4.93917308,469774,98.7762672,13.8051489,21.5110371,11.0934323,9.95578032,1,"AAU"
"148",708,"LA PORTE","IN",0.036,107066,2974.05556,96286,9580,259,431,510,89.9314442,8.94775185,0.24190686,0.40255543,0.4763417,70102,73.9080197,17.1792531,4.87860546,100574,93.9364504,10.0542884,14.6622858,8.53452003,7.91819325,0,"AAR"
"149",709,"LAWRENCE","IN",0.027,42836,1586.51852,42536,109,88,77,26,99.2996545,0.25445887,0.20543468,0.17975535,0.06069661,28005,69.7089805,13.1476522,3.84931262,42152,98.4032123,9.72195863,12.5923191,7.86502438,11.2748803,0,"AAR"
"150",710,"MADISON","IN",0.026,130669,5025.73077,119734,9870,299,415,351,91.631527,7.55343655,0.22882244,0.31759637,0.26861765,84886,73.4502745,16.401998,5.07268572,125156,95.7809427,12.7249193,19.8256124,10.5838631,9.4521245,1,"AAU"
"151",711,"MARION","IN",0.023,797159,34659.087,615039,169654,1698,7579,3189,77.1538677,21.2823289,0.21300644,0.95075136,0.40004566,511309,76.8046328,26.7446886,7.68654571,780649,97.928895,12.058044,18.1554118,9.76327509,10.7259641,1,"AAU"
"152",712,"MARSHALL","IN",0.026,42182,1622.38462,41508,76,72,151,375,98.4021621,0.18017164,0.17068892,0.35797259,0.88900479,26511,73.9692958,17.7775263,5.35249519,41497,98.3760846,7.54512374,9.9233426,5.89902569,8.81351121,0,"AAR"
"153",713,"MARTIN","IN",0.021,10369,493.761905,10321,12,14,14,8,99.5370817,0.11572958,0.13501784,0.13501784,0.07715305,6625,64.4075472,13.5396226,3.38113208,10211,98.4762272,13.8478112,17.9383712,11.3361763,15.455035,0,"LAR"
"154",714,"MIAMI","IN",0.024,36897,1537.375,34784,1115,571,224,203,94.2732471,3.0219259,1.54755129,0.60709543,0.55018023,22509,76.4272069,14.4075703,3.88733396,35971,97.4903109,10.9393678,15.2701644,9.26941094,9.05255757,0,"AAR"
"155",715,"MONROE","IN",0.024,108978,4540.75,102752,2835,216,2713,462,94.2869203,2.60144249,0.19820514,2.48949329,0.42393878,57368,82.1032631,37.7422954,17.2012272,93693,85.9742333,19.4390189,14.3463367,22.9989983,9.5751634,1,"HHU"
"156",716,"MONTGOMERY","IN",0.03,34436,1147.86667,33971,201,68,138,58,98.649669,0.58369149,0.19746777,0.40074341,0.16842839,22174,80.0487057,16.9252277,5.80860467,33157,96.2858636,9.39771391,11.8232951,7.65231519,11.2698928,0,"HAR"
"157",717,"MORGAN","IN",0.024,55920,2330,55635,9,137,91,48,99.4903433,0.01609442,0.24499285,0.16273247,0.08583691,35089,73.5786144,14.6798142,4.43443814,55262,98.823319,6.67728276,8.36697487,5.18163722,9.53302374,1,"ALU"
"158",718,"NEWTON","IN",0.024,13551,564.625,13436,9,39,24,43,99.1513541,0.06641576,0.28780164,0.1771087,0.31731975,8567,72.4407611,12.1746236,3.18664643,13310,98.2215335,8.8580015,12.6107348,7.11798301,8.02442215,0,"AAR"
"159",719,"NOBLE","IN",0.025,37877,1515.08,37456,58,83,98,182,98.8885075,0.15312723,0.21913034,0.25873221,0.48050268,23151,72.0832793,12.6387629,3.5592415,37198,98.2073554,8.04881983,11.6240876,6.00627082,8.47923103,0,"AAR"
"160",720,"OHIO","IN",0.005,5315,1063,5255,41,8,9,2,98.8711195,0.77140169,0.1505174,0.16933208,0.03762935,3457,67.7176743,10.7029216,1.79346254,5271,99.1721543,9.88427243,8.62688713,8.58398107,15.9609121,1,"LAU"
"161",721,"ORANGE","IN",0.023,18409,800.391304,18213,127,40,21,8,98.9353034,0.68987995,0.21728502,0.11407464,0.043457,11902,64.9302638,9.78827088,2.83985885,18103,98.3377696,15.3455228,19.423275,12.7880658,16.7800454,0,"LAR"
"162",722,"OWEN","IN",0.023,17281,751.347826,17167,44,46,18,6,99.340316,0.25461489,0.2661883,0.10416064,0.03472021,11151,66.2720832,11.1649179,3.25531342,17046,98.640125,13.5515663,17.9775281,11.1626436,14.4039735,0,"LAR"
"163",723,"PARKE","IN",0.027,15410,570.740741,15222,118,42,16,12,98.780013,0.76573653,0.27255029,0.10382868,0.07787151,10217,76.7348537,14.6129001,4.31633552,14849,96.3595068,12.1961075,13.0620985,10.3266992,15.9411012,0,"AAR"
"164",724,"PERRY","IN",0.022,19107,868.5,18819,210,32,32,14,98.492699,1.09907364,0.16747789,0.16747789,0.07327158,12271,65.3573466,11.0422948,2.90929835,18163,95.0594023,11.6225293,14.1656417,9.28652322,14.5016797,0,"LAR"
"165",725,"PIKE","IN",0.02,12509,625.45,12469,3,16,19,2,99.6802302,0.02398273,0.12790791,0.15189064,0.01598849,8387,65.482294,13.842852,3.89889114,12357,98.7848749,13.2637372,19.8807157,10.5921723,12.6115166,0,"LAR"
"166",726,"PORTER","IN",0.026,128932,4958.92308,126329,454,243,944,962,97.9811063,0.3521236,0.18847144,0.7321689,0.74612974,79625,82.4075353,24.455887,7.83924647,125118,97.0418515,6.11662591,7.48438387,5.48997025,5.97111701,1,"HLU"
"167",727,"POSEY","IN",0.025,25968,1038.72,25588,283,38,34,25,98.5366605,1.08980283,0.14633395,0.13093038,0.09627234,16513,76.2974626,17.2106825,4.59032278,25679,98.8870918,7.62490751,8.9456869,5.92997509,11.3455809,1,"AAU"
"168",728,"PULASKI","IN",0.026,12643,486.269231,12509,65,21,20,28,98.940125,0.51411848,0.16609982,0.1581903,0.22146642,7974,71.8961625,14.1710559,3.51141209,12467,98.6079253,10.8285875,13.6955919,8.91951838,11.4992151,0,"AAR"
"169",729,"PUTNAM","IN",0.029,30315,1045.34483,29196,826,77,154,62,96.308758,2.72472373,0.25399967,0.50799934,0.20451921,18437,76.0535879,15.734664,5.5811683,26072,86.0036286,8.27324333,10.7356154,6.72192811,9.37950938,0,"AAR"
"170",730,"RANDOLPH","IN",0.026,27148,1044.15385,26947,56,49,37,59,99.259614,0.20627671,0.18049212,0.13628997,0.21732724,17694,71.8548661,12.6200972,4.53826156,26789,98.677619,11.3516742,15.7303371,9.68322036,10.1874188,0,"AAR"
"171",731,"RIPLEY","IN",0.025,24616,984.64,24501,16,44,38,17,99.5328242,0.06499838,0.17874553,0.15437114,0.06906077,15331,68.8148196,13.5281456,3.99191181,24262,98.561911,10.547358,12.9624319,8.24702723,13.6374324,0,"AAR"
"172",732,"RUSH","IN",0.023,18129,788.217391,17901,142,15,60,11,98.7423465,0.78327542,0.08274036,0.33096144,0.06067626,11404,73.5882147,12.8463697,3.89337075,17589,97.021347,11.1774404,13.4143785,9.50972105,12.7012522,0,"AAR"
"173",733,"ST JOSEPH","IN",0.028,247052,8823.28571,216984,24190,846,2507,2525,87.8292829,9.79146091,0.34243803,1.01476612,1.02205204,154443,76.0630135,24.611669,8.10007576,234575,94.9496462,9.65490781,13.8132517,8.19188249,8.14209511,1,"AAU"
"174",734,"SCOTT","IN",0.011,20991,1908.27273,20850,16,25,50,50,99.3282836,0.07622314,0.11909866,0.23819732,0.23819732,13060,59.992343,10.5895865,3.27718224,20636,98.308799,18.9813917,26.8822813,15.8872136,16.0839161,1,"LHU"
"175",735,"SHELBY","IN",0.024,40307,1679.45833,39743,330,67,142,25,98.6007393,0.81871635,0.16622423,0.35229613,0.06202397,25585,74.1254641,14.7000195,3.70529607,39745,98.6057012,7.23109825,9.41501612,5.43236263,9.82587065,1,"ALU"
"176",736,"SPENCER","IN",0.024,19490,812.083333,19295,111,37,33,14,98.9994869,0.56952283,0.18984094,0.1693176,0.07183171,12509,71.9242146,14.1338236,4.44479974,19102,98.0092355,9.85760653,10.7415902,8.0898243,14.2547258,0,"AAR"
"177",737,"STARKE","IN",0.019,22747,1197.21053,22446,73,86,48,94,98.6767486,0.32092144,0.37807183,0.21101684,0.41324131,14260,59.9158485,10.0140252,3.00841515,22293,98.0041324,13.425739,18.5185185,11.8391095,10.2341299,0,"LAR"
"178",738,"STEUBEN","IN",0.021,27446,1306.95238,27146,51,64,132,53,98.9069445,0.18581943,0.23318516,0.4809444,0.19310646,17256,78.9986092,18.6080204,5.44738062,26541,96.702616,5.63279454,5.03225806,5.17698213,7.88116361,0,"ALR"
"179",739,"SULLIVAN","IN",0.027,18993,703.444444,18905,15,39,15,19,99.5366714,0.07897647,0.20533881,0.07897647,0.10003686,12602,74.0676083,15.4816696,4.12632915,18678,98.3414942,12.5120463,15.4133002,9.67541222,15.6844106,0,"AAR"
"180",740,"SWITZERLAND","IN",0.013,7738,595.230769,7695,15,16,10,2,99.4443009,0.19384854,0.20677178,0.12923236,0.02584647,5015,65.8025922,9.47158524,3.17048853,7589,98.0744378,15.2193965,20.3518783,11.365332,18.4300341,0,"LAR"
"181",741,"TIPPECANOE","IN",0.03,130598,4353.26667,122013,2660,320,4821,784,93.4263924,2.03678464,0.24502672,3.69148073,0.60031547,69148,85.1781686,36.2454446,15.2571296,114062,87.3382441,14.3816521,10.5675147,17.1884131,7.86494538,1,"HAU"
"182",742,"TIPTON","IN",0.016,16119,1007.4375,15990,10,20,51,48,99.1997022,0.06203859,0.12407718,0.3163968,0.29778522,10511,77.0335839,15.4219389,4.87108743,15933,98.8460823,6.43946526,8.11649558,5.04670768,8.19285233,1,"ALU"
"183",743,"UNION","IN",0.01,6976,697.6,6915,20,15,21,5,99.1255734,0.28669725,0.21502294,0.30103211,0.07167431,4397,71.2531271,12.6449852,3.91175802,6836,97.9931193,9.47922762,11.5527292,7.66578249,11.9592875,0,"AAR"
"184",744,"VANDERBURGH","IN",0.013,165058,12696.7692,151216,12410,284,917,231,91.6138569,7.51856923,0.17206073,0.55556229,0.13995081,109217,75.2044096,21.7585174,6.47426683,160427,97.1943196,12.4767028,17.096145,10.8453217,11.4168894,1,"AAU"
"185",745,"VERMILLION","IN",0.016,16773,1048.3125,16690,15,32,28,8,99.5051571,0.08942944,0.19078281,0.16693495,0.0476957,11163,72.0594822,12.2726866,3.52951715,16494,98.3366124,11.6709106,14.7683398,9.87012987,12.5608011,1,"AAU"
"186",746,"VIGO","IN",0.024,106107,4421.125,98411,5916,297,1161,322,92.7469441,5.57550397,0.27990613,1.09417852,0.30346725,66140,75.9842758,22.7230118,8.7526459,97228,91.6320318,14.6943267,18.5088374,13.7729456,12.5077272,1,"AAU"
"187",747,"WABASH","IN",0.023,35069,1524.73913,34462,138,259,123,87,98.2691266,0.39350994,0.73854401,0.35073712,0.24808235,22008,74.3865867,16.0805162,4.98455107,33017,94.1486783,9.1922343,10.4414545,8.93758669,8.08468078,0,"AAR"
"188",748,"WARREN","IN",0.021,8176,389.333333,8140,1,17,15,3,99.5596869,0.01223092,0.20792564,0.1834638,0.03669276,5403,71.6083657,13.399963,3.03535073,8075,98.7646771,9.16408669,11.1265647,7.32876712,11.6384915,0,"AAR"
"189",749,"WARRICK","IN",0.023,44920,1953.04348,44274,371,83,157,35,98.5618878,0.82591273,0.18477293,0.34951024,0.0779163,28368,80.1254935,23.8155668,5.85166385,44151,98.2880677,6.58195737,8.66166853,5.20934196,8.198136,1,"HLU"
"190",750,"WASHINGTON","IN",0.03,23717,790.566667,23625,23,28,18,23,99.6120926,0.09697685,0.11805878,0.07589493,0.09697685,14989,66.1685236,10.8145974,2.88211355,23390,98.6212421,14.296708,18.0585852,11.5780578,17.1385238,0,"LAR"
"191",751,"WAYNE","IN",0.024,71951,2997.95833,67532,3795,153,296,175,93.8583202,5.27442287,0.21264472,0.41139109,0.24322108,46603,71.2443405,15.5891252,5.13486256,69370,96.4128365,14.8926049,20.8136394,13.2868788,11.6376769,0,"AAR"
"192",752,"WELLS","IN",0.021,25948,1235.61905,25758,10,40,41,99,99.2677663,0.03853862,0.15415446,0.15800832,0.3815323,16396,79.0009758,18.5655038,5.58672847,25464,98.134731,5.57257304,6.61065969,4.43388757,7.49419954,1,"ALU"
"193",753,"WHITE","IN",0.03,23265,775.5,23127,2,50,41,45,99.4068343,0.0085966,0.21491511,0.17623039,0.1934236,15292,77.8773215,16.5838347,5.16609992,22974,98.7491941,7.70436145,8.13656669,6.16872291,11.0403397,0,"AAR"
"194",754,"WHITLEY","IN",0.02,27651,1382.55,27473,29,73,37,39,99.356262,0.10487867,0.26400492,0.13381071,0.14104372,17369,78.8761587,15.809776,4.22016236,27251,98.5533977,5.22549631,6.12323492,3.90956194,7.95652174,1,"ALU"
"195",1197,"ALCONA","MI",0.041,10145,247.439024,10026,27,56,26,10,98.8270084,0.26614096,0.55199606,0.25628388,0.09857072,7368,68.553203,14.1150923,3.24375679,10040,98.9650074,17.250996,27.2045028,16.6173986,11.5069357,0,"AAR"
"196",1198,"ALGER","MI",0.051,8972,175.921569,8422,213,304,24,9,93.8698172,2.37405261,3.38831922,0.26749889,0.10031208,6009,73.0237976,16.2755866,3.82759195,8452,94.2041908,14.4817795,19.2080109,12.3091161,13.9679255,0,"AAR"
"197",1199,"ALLEGAN","MI",0.049,90509,1847.12245,86760,1448,543,411,1347,95.8578705,1.5998409,0.59994034,0.45409849,1.48824979,55740,74.4384643,18.0660208,4.03659849,88882,98.2023887,9.49798609,11.8957846,7.93385737,10.4949449,1,"AAU"
"198",1200,"ALPENA","MI",0.034,30605,900.147059,30372,35,93,85,20,99.2386865,0.1143604,0.30387192,0.2777324,0.0653488,20165,73.597818,18.9337962,4.23010166,30329,99.0981866,13.4755515,17.0423241,12.1669518,12.2930256,0,"AAR"
"199",1201,"ANTRIM","MI",0.031,18185,586.612903,17895,23,211,24,32,98.4052791,0.12647787,1.16029695,0.1319769,0.17596921,12185,76.3807961,19.039803,5.01436192,17942,98.6637338,13.2148033,18.7581416,12.0375423,9.68128445,0,"AAR"
"200",1202,"ARENAC","MI",0.021,14931,711,14695,10,139,38,49,98.4193959,0.06697475,0.93094903,0.25450405,0.32817628,9782,65.3956246,11.8278471,2.58638315,14664,98.2117742,20.6492089,28.9513678,18.2323366,16.0544649,0,"LHR"
"201",1203,"BARAGA","MI",0.054,7954,147.296296,6971,49,918,10,6,87.6414383,0.61604224,11.5413628,0.12572291,0.07543374,5166,70.4800619,14.5760743,3.36817654,7700,96.8066382,16.8181818,22.3873442,14.2559291,15.8131683,0,"AAR"
"202",1204,"BARRY","MI",0.034,50057,1472.26471,49429,104,188,144,192,98.7454302,0.20776315,0.37557185,0.28767205,0.38356274,31892,78.2641415,17.2519754,3.86303775,49091,98.0702,9.07498319,11.6531558,8.00437796,8.27717737,0,"AAR"
"203",1205,"BAY","MI",0.026,111723,4297.03846,107747,1242,726,428,1580,96.4411983,1.11167799,0.64982143,0.38309032,1.41421193,71684,73.9872217,18.2258245,3.66190503,110453,98.86326,12.5302165,17.5860997,10.9708597,9.98930263,1,"AAU"
"204",1206,"BENZIE","MI",0.02,12200,610,11863,30,237,35,35,97.2377049,0.24590164,1.94262295,0.28688525,0.28688525,8333,76.6470659,21.4208568,4.68018721,12077,98.9918033,12.8591538,18.6411745,11.3047574,10.3274559,0,"AAR"
"205",1207,"BERRIEN","MI",0.033,161378,4890.24242,133259,24872,685,1487,1075,82.5756919,15.4122619,0.42446926,0.92143911,0.66613789,102485,74.7270332,23.742011,6.30140996,158312,98.1001128,14.7057709,22.975087,11.852965,10.9998965,1,"AAU"
"206",1208,"BRANCH","MI",0.029,41502,1431.10345,40278,705,221,156,142,97.0507445,1.69871332,0.53250446,0.3758855,0.34215219,26446,73.7880965,16.066702,3.51281857,39759,95.8002024,14.0848613,20.8565121,11.6031599,10.717385,0,"AAR"
"207",1209,"CALHOUN","MI",0.042,135982,3237.66667,118737,14383,696,1068,1098,87.3181745,10.5771352,0.51183245,0.78539807,0.80745981,86623,76.8387149,21.4885192,4.76778685,131766,96.8995897,14.2920025,21.3346103,12.370767,9.57053103,1,"AAU"
"208",1210,"CASS","MI",0.03,49477,1649.23333,44827,3725,469,191,265,90.6016937,7.52875073,0.94791519,0.38603796,0.5356024,31841,72.2778807,15.8443516,3.42639992,48946,98.9267741,11.8824827,17.7992278,9.57841732,10.2969621,0,"AAR"
"209",1211,"CHARLEVOIX","MI",0.022,21468,975.818182,20993,17,378,41,39,97.7874045,0.07918763,1.7607602,0.19098193,0.18166574,13963,79.6963403,22.6527251,5.06338179,21250,98.9845351,10.3952941,13.8431922,8.11281337,12.0059289,0,"AAR"
"210",1212,"CHEBOYGAN","MI",0.048,21398,445.791667,20837,15,478,57,11,97.3782597,0.07010001,2.23385363,0.26638004,0.05140667,14207,73.5412121,14.6477089,3.01259942,21097,98.5933265,15.5614542,21.159054,13.3028806,14.1585593,0,"AAR"
"211",1213,"CHIPPEWA","MI",0.078,34604,443.641026,28353,2184,3820,152,95,81.9356144,6.31140909,11.0391862,0.43925558,0.27453474,21848,73.5948371,16.9397657,3.80812889,29486,85.2098023,17.0759004,20.9559748,16.1035046,14.3391521,0,"AAR"
"212",1214,"CLARE","MI",0.034,24952,733.882353,24665,40,160,53,34,98.8497916,0.16030779,0.64123116,0.21240782,0.13626162,16401,66.9105542,12.0419487,2.76812389,24522,98.2766912,23.7134002,35.978586,22.1719457,13.5634167,0,"LHR"
"213",1215,"CLINTON","MI",0.034,57883,1702.44118,56639,218,276,199,551,97.850837,0.37662181,0.47682394,0.34379697,0.95192025,35745,83.6844314,22.8647363,4.94614631,57463,99.2743984,6.01778536,7.36650485,4.98168716,7.71621622,1,"HLU"
"214",1216,"CRAWFORD","MI",0.034,12260,360.588235,11802,264,145,42,7,96.2642741,2.15334421,1.18270799,0.34257749,0.05709625,8057,73.2034256,18.7787018,4.98945017,11569,94.3637847,14.5907166,20.8293153,12.8239203,10.9926169,0,"AAR"
"215",1217,"DELTA","MI",0.069,37780,547.536232,36819,16,809,99,37,97.4563261,0.04235045,2.14134463,0.26204341,0.09793542,24476,76.8875633,18.912404,3.52590293,37242,98.5759661,14.6125342,18.591133,13.127551,13.1073145,0,"AAR"
"216",1218,"DICKINSON","MI",0.046,26831,583.282609,26532,23,135,106,35,98.8856174,0.08572174,0.50314934,0.39506541,0.13044613,17972,78.5221456,20.4206544,3.80035611,26455,98.5986359,9.8998299,12.2511263,7.1444387,13.4107884,0,"AAR"
"217",1219,"EATON","MI",0.034,92879,2731.73529,87549,3310,438,559,1023,94.2613508,3.56377653,0.4715813,0.60185833,1.10143305,58205,85.5304527,26.9787819,6.14723821,91580,98.6014061,6.81371478,8.91257154,5.70213714,7.35389086,1,"HLU"
"218",1220,"EMMET","MI",0.027,25040,927.407407,24122,133,683,69,33,96.3338658,0.53115016,2.72763578,0.27555911,0.13178914,16448,81.535749,26.8725681,6.49319066,24581,98.1669329,8.51470648,10.2641509,7.11646468,10.1717902,0,"HAR"
"219",1221,"GENESEE","MI",0.037,430459,11634.027,336651,84257,3132,2902,3517,78.2074483,19.5737573,0.72759543,0.67416409,0.81703484,265430,76.7660023,20.1454244,4.80201936,425331,98.8087135,16.4631781,25.2357066,13.84395,9.70689451,1,"AAU"
"220",1222,"GLADWIN","MI",0.031,21896,706.322581,21694,19,114,40,29,99.0774571,0.08677384,0.52064304,0.18268177,0.13244428,14388,64.8040033,11.4331387,2.20322491,21641,98.8354037,22.3233677,33.1810193,20.1047987,14.9024246,0,"LHR"
"221",1223,"GOGEBIC","MI",0.068,18052,265.470588,17486,243,283,26,14,96.8646133,1.34611123,1.56769333,0.14402836,0.07755373,12497,76.2743058,21.1730815,3.35280467,17385,96.3051185,14.8806442,19.5447798,13.5987339,13.257945,0,"AAR"
"222",1224,"GRAND TRAVERSE","MI",0.03,64273,2142.43333,63019,259,555,318,122,98.0489475,0.40296859,0.86350412,0.49476452,0.18981532,41094,84.861537,30.9753249,7.0253565,62872,97.8202356,8.54911566,11.2048541,7.49803127,7.69153931,0,"HAR"
"223",1225,"GRATIOT","MI",0.033,38982,1181.27273,37827,328,144,98,585,97.037094,0.84141399,0.36940126,0.25139808,1.50069263,23966,77.0675123,16.4441292,4.20595844,36654,94.0280129,14.0803187,19.1593729,12.4962511,10.7022876,0,"AAR"
"224",1226,"HILLSDALE","MI",0.034,43431,1277.38235,42919,113,143,112,144,98.8211186,0.26018282,0.3292579,0.25788032,0.33156041,26657,75.211014,16.4684698,4.14900401,42138,97.0228639,12.8031705,16.4067013,11.2972735,11.509408,0,"AAR"
"225",1227,"HOUGHTON","MI",0.06,35446,590.766667,34469,158,153,610,56,97.2436946,0.44574846,0.4316425,1.72092761,0.1579868,20646,73.9416836,24.7650877,7.32829604,32448,91.542064,21.0367357,21.1989796,23.6971485,14.5784943,0,"AHR"
"226",1228,"HURON","MI",0.05,34951,699.02,34627,22,89,60,153,99.0729879,0.06294527,0.25464221,0.17166891,0.43775572,22798,67.9928064,14.3082727,3.08799017,34484,98.6638437,15.0098596,17.9445876,13.4359815,14.9548881,0,"LAR"
"227",1229,"INGHAM","MI",0.034,281912,8291.52941,237183,27837,1941,7562,7389,84.1337013,9.87435796,0.68851273,2.68239734,2.62103068,158966,83.8676195,36.7600619,12.8599826,261491,92.7562502,16.6181628,18.9472436,17.0660584,9.3982718,1,"HAU"
"228",1230,"IONIA","MI",0.034,57024,1677.17647,53141,3003,221,120,539,93.1905864,5.2662037,0.38755612,0.21043771,0.94521605,33466,77.2156816,15.116835,3.40046614,51695,90.654812,11.3299159,14.9650878,9.34628975,11.1096292,0,"AAR"
"229",1231,"IOSCO","MI",0.033,30209,915.424242,28966,632,228,269,114,95.8853322,2.09209176,0.75474196,0.89046311,0.37737098,19194,76.3155153,16.2342399,3.63134313,29106,96.3487702,14.1585927,18.5825964,12.2557611,13.2756867,0,"AAR"
"230",1232,"IRON","MI",0.07,13175,188.214286,13028,4,102,32,9,98.8842505,0.03036053,0.77419355,0.24288425,0.0683112,9594,72.9726913,15.4575777,3.28330206,12886,97.8064516,17.1193543,23.3241189,14.4561646,16.5122357,0,"AAR"
"231",1233,"ISABELLA","MI",0.034,54624,1606.58824,52212,635,1020,456,301,95.5843585,1.16249268,1.86731107,0.83479789,0.55103984,26492,79.7448286,27.2497358,10.0030198,48498,88.7851494,24.8546332,21.2696866,28.4791467,13.966294,0,"AHR"
"232",1234,"JACKSON","MI",0.043,149756,3482.69767,135557,11983,655,653,908,90.5185769,8.00168274,0.43737814,0.43604263,0.60631961,97049,77.6916815,21.2057826,4.08144339,140520,93.8326344,12.0132365,17.1500264,10.1758057,9.9349205,1,"AAU"
"233",1235,"KALAMAZOO","MI",0.033,223411,6770.0303,197427,19879,1017,3168,1920,88.3694178,8.89795041,0.45521483,1.41801433,0.85940263,134684,83.4241632,34.5571857,10.8520685,212670,95.192269,13.4748672,16.1371424,13.5013362,8.63585267,1,"HAU"
"234",1236,"KALKASKA","MI",0.033,13497,409,13321,10,114,23,29,98.6960065,0.07409054,0.84463214,0.17040824,0.21486256,8485,69.6169711,11.4555097,2.38067177,13321,98.6960065,14.2256587,17.2608361,12.5250501,14.2446634,0,"AAR"
"235",1237,"KENT","MI",0.05,500631,10012.62,444112,40314,2756,5380,8069,88.7104474,8.05263757,0.55050526,1.0746438,1.61176595,305356,80.2882537,28.6383762,6.46131073,489425,97.7616248,9.15135108,12.4240562,7.78036993,8.09425626,1,"HAU"
"236",1238,"KEWEENAW","MI",0.02,1701,85.05,1688,1,4,6,2,99.2357437,0.05878895,0.23515579,0.35273369,0.1175779,1287,64.3356643,14.4522145,3.57420357,1696,99.7060553,20.5778302,21.8844985,21.2765957,19.0243902,0,"LHR"
"237",1239,"LAKE","MI",0.035,8583,245.228571,7337,1146,81,9,10,85.4829314,13.3519748,0.94372597,0.10485844,0.11650938,5931,61.288147,11.3134379,2.00640701,8387,97.7164162,26.4099201,37.6986038,25.0707123,18.8764973,0,"LHR"
"238",1240,"LAPEER","MI",0.038,74768,1967.57895,73049,483,319,282,635,97.7008881,0.64599829,0.42665311,0.3771667,0.84929382,45437,77.6019544,16.1542355,3.2572573,73344,98.0954419,8.19289921,10.8173406,6.89849757,7.908968,1,"AAU"
"239",1241,"LEELANAU","MI",0.021,16527,787,15958,16,451,45,57,96.5571489,0.09681128,2.72886791,0.27228172,0.34489018,11127,85.099308,32.5963872,8.25918936,16422,99.364676,9.00621118,12.8336041,7.04916163,9.20502092,0,"HAR"
"240",1242,"LENAWEE","MI",0.043,91476,2127.34884,86323,1431,303,486,2933,94.3668285,1.56434475,0.33123442,0.53128689,3.20630548,56323,76.3258349,18.7880617,4.58604833,87535,95.6917661,10.4015537,13.9918186,8.62787596,10.0333983,1,"AAU"
"241",1243,"LIVINGSTON","MI",0.034,115645,3401.32353,113566,673,705,480,221,98.2022569,0.58195339,0.60962428,0.41506334,0.19110208,72343,85.5687489,27.5866359,6.47747536,114160,98.7158978,4.13104415,5.29198774,3.22646163,6.05403732,1,"HLU"
"242",1244,"LUCE","MI",0.055,5763,104.781818,5418,2,331,6,6,94.0135346,0.03470415,5.74353635,0.10411244,0.10411244,3811,69.5880346,14.4056678,3.33245867,5566,96.5816415,17.6787639,22.9434447,16.8765743,12.8350934,0,"AHR"
"243",1245,"MACKINAC","MI",0.059,10674,180.915254,8955,5,1691,11,12,83.8954469,0.0468428,15.8422335,0.10305415,0.11242271,7156,71.3806596,15.2878703,2.78088317,10570,99.0256699,16.4049196,22.2423146,14.9934567,12.9071661,0,"AAR"
"244",1246,"MACOMB","MI",0.028,717400,25621.4286,693686,10400,2639,9112,1563,96.6944522,1.4496794,0.36785615,1.27014218,0.21787009,472323,76.9287119,20.6866911,4.43001929,710217,98.9987455,5.19306071,7.35610433,4.10136736,5.95219197,1,"ALU"
"245",1247,"MANISTEE","MI",0.032,21265,664.53125,20851,54,189,54,117,98.053139,0.2539384,0.88878439,0.2539384,0.55019986,14619,73.295027,16.2528217,3.39284493,21000,98.7538208,17.6238095,25.9354583,15.3846154,14.1412138,0,"AAR"
"246",1248,"MARQUETTE","MI",0.11,70887,644.427273,68027,1170,943,538,209,95.9654097,1.6505142,1.33028623,0.75895439,0.29483544,42386,81.7722833,26.763554,6.7994149,66398,93.6673861,12.6088135,14.2621599,11.84465,12.523891,0,"HAR"
"247",1249,"MASON","MI",0.029,25537,880.586207,24957,155,188,75,162,97.7287857,0.60696245,0.73618671,0.29369151,0.63437365,16796,76.1252679,18.5401286,4.06644439,25147,98.4728042,14.0613194,20.0209958,12.4061605,10.7592659,0,"AAR"
"248",1250,"MECOSTA","MI",0.034,37308,1097.29412,35739,978,258,187,146,95.7944677,2.62142168,0.69154069,0.50123298,0.39133698,19005,77.7426993,25.0460405,7.84530387,32627,87.4530932,25.0681951,25.5436141,28.2299641,13.1685725,0,"AHR"
"249",1251,"MENOMINEE","MI",0.064,24920,389.375,24464,7,382,60,7,98.1701445,0.02808989,1.5329053,0.24077047,0.02808989,16514,74.282427,15.084171,2.65229502,24562,98.5634029,12.7514046,14.0686721,11.3086771,14.551258,0,"AAR"
"250",1252,"MIDLAND","MI",0.031,75651,2440.35484,73466,719,334,804,328,97.1117368,0.95041705,0.4415011,1.06277511,0.43356995,47213,83.2440218,35.6088365,11.1854786,74135,97.9960609,11.0851824,14.5056449,10.1340285,8.30024213,1,"HAU"
"251",1253,"MISSAUKEE","MI",0.033,12147,368.090909,12015,3,74,25,30,98.9133119,0.02469746,0.60920392,0.20581213,0.24697456,7628,69.3890928,13.280021,2.39905611,11973,98.5675475,17.2889,23.7570621,15.07431,13.2467532,0,"AAR"
"252",1254,"MONROE","MI",0.033,133600,4048.48485,129421,2339,481,574,785,96.872006,1.7507485,0.36002994,0.42964072,0.58757485,82291,74.0882964,17.4296096,4.00529827,132283,99.0142216,8.6398101,11.9992591,6.77596351,9.38262438,1,"AAU"
"253",1255,"MONTCALM","MI",0.042,53059,1263.30952,51216,960,384,157,342,96.5265082,1.80930662,0.72372265,0.29589702,0.64456548,32959,73.3851148,14.160017,2.93698231,50918,95.9648693,15.3187478,19.1582873,13.6934028,13.7735631,0,"AAR"
"254",1256,"MONTMORENCY","MI",0.033,8936,270.787879,8861,1,48,10,16,99.1606983,0.01119069,0.53715309,0.11190689,0.17905103,6279,67.5903806,13.4575569,2.7552158,8803,98.5116383,17.5167557,26.8328446,16.2082515,12.4022346,0,"LAR"
"255",1257,"MUSKEGON","MI",0.028,158983,5677.96429,133931,21617,1338,555,1542,84.2423404,13.5970513,0.84159942,0.34909393,0.96991502,99720,74.2468913,19.0433213,3.44965905,154086,96.9197965,15.2551173,23.0023063,12.7038182,10.3740797,1,"AAU"
"256",1258,"NEWAYGO","MI",0.051,38202,749.058824,36758,468,248,103,625,96.2200932,1.22506675,0.64918067,0.26961939,1.63604,23989,71.0742424,15.6946934,3.84759682,37725,98.7513743,15.8807157,21.3676748,13.1306466,14.869186,0,"AAR"
"257",1259,"OAKLAND","MI",0.055,1083592,19701.6727,970674,77488,3948,25103,6379,89.5792881,7.15103102,0.36434378,2.31664686,0.58869021,717210,84.6344864,36.9635114,11.220563,1070844,98.8235424,6.04364408,8.45200666,4.94988864,6.47730339,1,"HLU"
"258",1260,"OCEANA","MI",0.03,22454,748.466667,21211,58,242,50,893,94.464238,0.25830587,1.07775897,0.22267747,3.97701968,14069,73.3172223,16.9024096,3.91641197,22156,98.6728423,17.8868027,24.6226559,15.3972083,14.0566274,0,"AHR"
"259",1261,"OGEMAW","MI",0.032,18681,583.78125,18489,18,140,19,15,98.9722178,0.09635458,0.74942455,0.10170762,0.08029549,12379,63.0341708,11.6568382,2.73850876,18364,98.3030887,21.7545197,30.5464927,19.9889197,15.6257046,0,"LHR"
"260",1262,"ONTONAGON","MI",0.078,8854,113.512821,8723,4,109,15,3,98.5204427,0.04517732,1.231082,0.16941495,0.03388299,6198,74.5724427,15.9567602,2.66214908,8712,98.3962051,13.1887052,16.516374,11.8080357,12.8,0,"AAR"
"261",1263,"OSCEOLA","MI",0.034,20146,592.529412,19899,57,117,43,30,98.7739502,0.28293458,0.58076045,0.21344187,0.14891294,12491,72.0598831,13.6658394,2.64190217,19853,98.545617,18.5463154,24.083319,16.2693393,16.2198036,0,"AHR"
"262",1264,"OSCODA","MI",0.033,7842,237.636364,7781,2,41,5,13,99.2221372,0.0255037,0.52282581,0.06375925,0.16577404,5433,66.5746365,12.9210381,2.68728143,7718,98.4187707,17.8025395,24.3506494,17.0002669,13.5186057,0,"LHR"
"263",1265,"OTSEGO","MI",0.031,17957,579.258065,17737,18,103,82,17,98.774851,0.10023946,0.57359247,0.45664643,0.0946706,11358,79.4506075,20.0211305,4.43740095,17682,98.4685638,9.46725484,11.4552313,7.837492,11.080502,0,"AAR"
"264",1266,"OTTAWA","MI",0.033,187768,5689.93939,179675,997,638,2451,4007,95.6898939,0.53097439,0.33978101,1.30533424,2.13401645,110737,79.7709889,26.9656935,6.15963951,181937,96.894572,5.9866877,6.29788172,5.89117375,5.68246591,1,"ALU"
"265",1267,"PRESQUE ISLE","MI",0.042,13743,327.214286,13648,11,43,30,11,99.308739,0.08004075,0.31288656,0.21829295,0.08004075,9285,65.6758212,13.8933764,3.27409801,13627,99.1559339,14.6987598,16.6811468,12.5114434,16.7679558,0,"LAR"
"266",1268,"ROSCOMMON","MI",0.034,19776,581.647059,19597,37,101,23,18,99.0948625,0.18709547,0.51072006,0.11630259,0.09101942,14435,69.3869068,13.363353,2.81260824,19602,99.1201456,18.0542802,26.0370913,17.9957969,13.0744236,0,"AHR"
"267",1269,"SAGINAW","MI",0.048,211946,4415.54167,165430,36849,915,1272,7480,78.0529003,17.3860323,0.43171374,0.60015287,3.52920083,131154,74.8128155,19.7081294,4.48709151,208790,98.5109415,17.2489104,26.2936776,14.5334371,10.8787742,1,"AAU"
"268",1270,"ST CLAIR","MI",0.04,145607,3640.175,140294,2987,745,475,1106,96.351137,2.05141236,0.51165123,0.32622058,0.75957887,91241,74.8008023,17.641192,4.07711446,144101,98.9657091,10.9326098,15.0850124,9.30644722,9.42984334,1,"AAU"
"269",1271,"ST JOSEPH","MI",0.029,58913,2031.48276,56661,1600,226,258,168,96.1774142,2.71586916,0.38361652,0.4379339,0.28516626,36757,73.7601001,17.0117257,3.81423946,58033,98.506272,11.4917375,16.6746699,9.77610991,8.22842179,0,"AAR"
"270",1272,"SANILAC","MI",0.056,39928,713,39232,39,195,71,391,98.2568624,0.09767582,0.48837908,0.17782008,0.97926267,25404,72.1461187,13.7970398,3.11368288,39486,98.8930074,14.2962063,18.7488829,11.9235869,14.1056347,0,"AAR"
"271",1273,"SCHOOLCRAFT","MI",0.075,8302,110.693333,7755,7,519,13,8,93.4112262,0.08431703,6.25150566,0.15658877,0.09636232,5643,71.5931242,14.5667198,2.76448698,8218,98.9881956,16.6098807,20.7288216,15.3212121,14.8989899,0,"AAR"
"272",1274,"SHIAWASSEE","MI",0.031,69770,2250.64516,68686,93,397,223,371,98.4463236,0.13329511,0.56901247,0.31962161,0.53174717,43097,78.7456203,17.2912268,3.4712393,69020,98.9250394,10.5882353,14.5300886,9.05735814,8.88030888,0,"AAR"
"273",1275,"TUSCOLA","MI",0.048,55498,1156.20833,54051,478,345,206,418,97.3926988,0.8612923,0.62164402,0.37118455,0.75318029,34607,72.9505591,14.1243101,2.5572861,54175,97.6161303,12.8583295,17.2158102,11.4048489,10.0748013,0,"AAR"
"274",1276,"VAN BUREN","MI",0.037,70060,1893.51351,63189,4690,646,217,1318,90.192692,6.69426206,0.9220668,0.30973451,1.88124465,43758,71.8405777,17.8047443,4.48146625,69093,98.6197545,15.1332262,21.0408367,12.4853114,13.4497364,1,"AAU"
"275",1277,"WASHTENAW","MI",0.041,282937,6900.90244,236390,31720,1076,11724,2027,83.5486345,11.2109763,0.38029667,4.14367863,0.7164139,167214,87.209803,48.0785102,20.7913213,261261,92.3389306,12.1629329,10.7978164,13.4554559,7.17477744,1,"HAU"
"276",1278,"WAYNE","MI",0.035,2111687,60333.9143,1212007,849109,8048,21704,20819,57.3952011,40.2099838,0.38111709,1.02780384,0.98589422,1324635,69.9515716,19.4104036,4.98575079,2084529,98.7139193,20.0653001,30.56427,17.0662258,13.2473501,1,"AHU"
"277",1279,"WEXFORD","MI",0.034,26360,775.294118,26040,34,178,87,21,98.7860395,0.12898331,0.67526555,0.33004552,0.07966616,16597,74.6158944,18.2322106,3.59703561,26038,98.7784522,14.6401413,20.1308237,12.4565469,12.323275,0,"AAR"
"278",2009,"ADAMS","OH",0.035,25371,724.885714,25212,47,67,30,15,99.3733002,0.18525088,0.26408104,0.11824524,0.05912262,15569,58.3852527,8.74173036,2.15813475,25028,98.6480627,28.5280486,35.0246846,25.7522586,26.1800599,0,"LHR"
"279",2010,"ALLEN","OH",0.024,109755,4573.125,96177,12313,202,572,491,87.6288096,11.2186233,0.18404628,0.52116077,0.44736003,68893,76.1499717,17.3660604,3.47930849,104543,95.2512414,12.6665583,17.8579862,10.5679214,10.7444235,1,"AAU"
"280",2011,"ASHLAND","OH",0.025,47507,1900.28,46686,460,49,271,41,98.2718336,0.96827836,0.10314269,0.57044225,0.08630307,29403,76.0024487,17.2669455,4.15943951,45486,95.7458901,11.3441498,17.2289909,9.15943446,8.67428431,0,"AAR"
"281",2012,"ASHTABULA","OH",0.041,99821,2434.65854,95465,3138,196,350,672,95.6361888,3.14362709,0.19635147,0.35062762,0.67320504,63850,72.3790133,13.2435395,2.88332028,97541,97.7159115,16.117325,23.8186247,13.6699531,11.9077683,1,"AAU"
"282",2013,"ATHENS","OH",0.03,59549,1984.96667,56163,1678,167,1374,167,94.3139263,2.81784749,0.28044132,2.30734353,0.28044132,30179,74.6114848,29.1494085,12.0447994,51002,85.6471141,28.6733854,29.2581157,31.7442813,14.3249554,0,"AHR"
"283",2014,"AUGLAIZE","OH",0.024,44585,1857.70833,44225,66,50,177,67,99.1925535,0.14803185,0.11214534,0.3969945,0.15027476,27676,76.4561353,16.1764706,3.24468854,43911,98.4882808,6.26949967,8.14294535,5.28379951,6.08875129,1,"ALU"
"284",2015,"BELMONT","OH",0.031,71074,2292.70968,69520,1308,81,129,36,97.8135464,1.84033543,0.11396573,0.18150097,0.05065143,48645,72.3424812,14.1576729,3.22746428,69952,98.4213636,17.4190874,25.849973,15.7629051,12.5753241,1,"AAU"
"285",2016,"BROWN","OH",0.028,34966,1248.78571,34487,406,28,30,15,98.6300978,1.16112795,0.08007779,0.08579763,0.04289882,21769,64.9088153,11.4336901,3.1742386,34439,98.4928216,14.1554633,18.6900797,11.1457233,16.3148479,1,"LAU"
"286",2017,"BUTLER","OH",0.028,291479,10409.9643,274892,13134,379,2659,415,94.3093671,4.50598499,0.13002652,0.91224411,0.14237732,176989,75.9736481,24.2252343,6.75917712,279692,95.9561409,10.6499292,13.1730731,10.0032732,8.52227905,1,"AAU"
"287",2018,"CARROLL","OH",0.024,26521,1105.04167,26254,135,65,29,38,98.9932506,0.50903058,0.2450888,0.10934731,0.14328268,17124,71.5253445,11.323289,3.07171222,26075,98.3183138,11.746884,14.6183522,10.9407318,9.75813178,1,"AAU"
"288",2019,"CHAMPAIGN","OH",0.026,36019,1385.34615,34698,992,68,113,148,96.3324912,2.754102,0.18878925,0.31372331,0.41089425,23023,75.3898276,13.9121748,2.8971029,35404,98.2925678,8.82668625,12.3796568,6.82405567,9.93365922,0,"AAR"
"289",2020,"CLARK","OH",0.024,147548,6147.83333,133242,13031,294,653,328,90.3041722,8.83170223,0.19925719,0.44256784,0.22230054,93950,73.360298,17.784992,4.60883449,143046,96.9487895,13.4166632,20.4814416,11.095735,10.4346131,1,"AAU"
"290",2021,"CLERMONT","OH",0.026,150187,5776.42308,148084,1291,218,453,141,98.5997457,0.85959504,0.14515238,0.30162398,0.09388296,91613,72.7833386,19.6893454,4.5528473,148417,98.8214692,8.69374802,11.9078721,7.0066905,9.0945467,1,"AAU"
"291",2022,"CLINTON","OH",0.024,35415,1475.625,34471,716,59,138,31,97.3344628,2.0217422,0.16659608,0.3896654,0.08753353,21969,74.3320133,15.7631208,3.77349902,34521,97.4756459,12.2505142,14.7371682,10.6142298,13.4121622,0,"AAR"
"292",2023,"COLUMBIANA","OH",0.031,108276,3492.77419,106369,1409,174,219,105,98.2387602,1.30130407,0.16070043,0.20226089,0.0969744,70249,71.8003103,13.0905778,2.8797563,106943,98.7688869,15.8916432,23.2200959,13.6442561,12.0377504,1,"AAU"
"293",2024,"COSHOCTON","OH",0.034,35427,1041.97059,34819,415,68,112,13,98.2837948,1.17142293,0.191944,0.31614305,0.03669518,22878,71.3305359,11.6793426,2.42154034,34833,98.3233127,13.188643,17.751112,11.1867496,12.1505376,0,"AAR"
"294",2025,"CRAWFORD","OH",0.023,47870,2081.30435,47361,253,67,116,73,98.9367036,0.52851473,0.1399624,0.24232296,0.15249634,30958,73.8193682,14.258027,2.9717682,47189,98.5773971,11.5916845,15.418153,10.1218333,10.4140383,1,"AAU"
"295",2026,"CUYAHOGA","OH",0.026,1412140,54313.0769,1025756,350185,2533,18085,15581,72.638407,24.7981787,0.17937315,1.28068039,1.10336086,943924,74.0130561,25.0853882,7.35673635,1388547,98.3292733,13.7661167,21.5809764,11.6755057,10.213391,1,"AAU"
"296",2027,"DARKE","OH",0.036,53619,1489.41667,53067,184,96,114,158,98.9705142,0.34316194,0.17904101,0.2126112,0.29467166,34048,73.4580592,13.475094,3.21898496,52557,98.0193588,8.98643378,12.1345723,7.14033102,9.59320612,0,"AAR"
"297",2028,"DEFIANCE","OH",0.023,39350,1710.86957,36962,493,80,121,1694,93.931385,1.25285896,0.20330368,0.30749682,4.30495553,24362,76.7670963,18.1881619,3.44388802,38386,97.5501906,8.7584015,11.4322065,7.11092484,9.76641842,0,"AAR"
"298",2029,"DELAWARE","OH",0.027,66929,2478.85185,64888,1424,104,385,128,96.9504998,2.12762778,0.15538855,0.57523644,0.19124744,41799,84.3728319,31.5940573,9.34232876,63986,95.602803,5.67311599,6.5723747,4.52441077,9.06414817,1,"HLU"
"299",2030,"ERIE","OH",0.014,76779,5484.21429,69613,6312,150,265,439,90.6667188,8.22099793,0.19536592,0.34514646,0.57177093,50112,76.2392241,18.7380268,4.63761175,75406,98.2117506,8.98602233,12.6682741,7.13811263,9.33003597,0,"AAR"
"300",2031,"FAIRFIELD","OH",0.029,103461,3567.62069,101610,1153,193,378,127,98.2109201,1.11442959,0.18654372,0.36535506,0.12275157,65269,78.751015,21.0773874,4.84763058,100916,97.5401359,8.77759721,11.6821249,6.9252938,10.5373526,1,"AAU"
"301",2032,"FAYETTE","OH",0.024,27466,1144.41667,26593,662,50,102,59,96.8215248,2.41025268,0.18204325,0.37136824,0.21481104,17854,65.2850902,11.8740898,2.14517755,26886,97.8882983,16.2203377,21.9505379,13.5346455,15.9820151,0,"LAR"
"302",2033,"FRANKLIN","OH",0.034,961437,28277.5588,783714,152840,2056,19437,3390,81.5148574,15.8970375,0.21384657,2.02166133,0.35259721,597303,80.9987561,32.204593,9.14092178,935142,97.2650314,12.9900058,17.6378685,11.8183828,9.74934856,1,"HAU"
"303",2034,"FULTON","OH",0.025,38498,1539.92,37097,93,62,137,1109,96.3608499,0.24157099,0.16104733,0.35586264,2.88066913,23846,78.2563113,16.4765579,3.3296989,37995,98.6934386,6.22976707,7.58154831,4.93982309,8.1255161,1,"ALU"
"304",2035,"GALLIA","OH",0.026,30954,1190.53846,29831,871,79,136,37,96.3720359,2.81385281,0.25521742,0.43936163,0.11953221,19586,64.1784948,14.9341366,4.32451751,29824,96.3494217,22.4885998,28.4607819,19.7789588,21.7653936,0,"LHR"
"305",2036,"GEAUGA","OH",0.024,81129,3380.375,79629,1056,83,312,49,98.1510927,1.30163074,0.1023062,0.38457272,0.06039764,51290,82.0413336,31.6279977,9.12263599,80419,99.1248505,5.55217051,8.49137931,4.10188194,5.40397817,1,"HLU"
"306",2037,"GREENE","OH",0.025,136731,5469.24,124081,9611,398,2133,508,90.7482575,7.02913019,0.29108249,1.55999737,0.37153242,83757,82.3740105,31.956732,11.061762,130134,95.175198,9.49098621,12.0735213,8.7175598,7.88356241,1,"HAU"
"307",2038,"GUERNSEY","OH",0.032,39024,1219.5,38166,616,70,141,31,97.801353,1.57851579,0.17937679,0.36131611,0.07943829,25188,71.3593775,13.5143719,2.57265364,38112,97.6629766,17.4721872,24.3214731,15.0734936,14.3717608,0,"AAR"
"308",2039,"HAMILTON","OH",0.025,866228,34649.12,672972,181145,1204,9198,1709,77.6899384,20.9119308,0.13899343,1.06184515,0.19729217,551233,75.6496799,29.7883109,8.6172272,846909,97.7697558,13.2924553,19.570569,11.169832,10.6960613,1,"AAU"
"309",2040,"HANCOCK","OH",0.031,65536,2114.06452,63572,591,91,401,881,97.0031738,0.90179443,0.13885498,0.61187744,1.34429932,41492,82.919599,24.4504965,5.54564735,64198,97.958374,7.27748528,8.45006003,6.51807196,7.93665845,0,"HLR"
"310",2041,"HARDIN","OH",0.028,31111,1111.10714,30661,236,66,115,33,98.5535663,0.75857414,0.21214361,0.36964418,0.10607181,18589,73.9523374,16.0309861,4.32513852,29111,93.5714056,16.3821236,21.816574,14.9368203,12.5945537,0,"AAR"
"311",2042,"HARRISON","OH",0.025,16085,643.4,15645,393,22,15,10,97.2645322,2.44327013,0.13677339,0.09325459,0.06216972,10726,69.7557337,10.5537945,1.96718255,15808,98.2778987,19.6988866,29.3435341,18.2995358,11.9607843,0,"AHR"
"312",2043,"HENRY","OH",0.025,29108,1164.32,27951,147,53,95,862,96.0251477,0.5050158,0.18208053,0.32637076,2.96138519,18245,75.4343656,15.2589751,2.65826254,28491,97.8803078,6.96360254,8.67297428,5.1076843,9.92209922,0,"ALR"
"313",2044,"HIGHLAND","OH",0.034,35728,1050.82353,34876,692,73,71,16,97.6153157,1.93685625,0.20432154,0.19872369,0.0447828,22784,66.4808638,12.3112711,2.49297753,35314,98.841245,16.4835476,19.4384226,14.3413749,18.1541141,0,"LAR"
"314",2045,"HOCKING","OH",0.024,25533,1063.875,25199,234,55,25,20,98.6918889,0.91646105,0.21540751,0.09791251,0.07833,16368,67.8457967,12.85435,2.71260997,24857,97.3524459,15.7098604,20.7745956,13.4820216,14.9915234,0,"LAR"
"315",2046,"HOLMES","OH",0.025,32849,1313.96,32706,52,24,43,24,99.5646747,0.1583001,0.07306158,0.13090201,0.07306158,17780,46.912261,9.33070866,1.72665917,31830,96.8979269,17.2447377,24.5171128,12.3522422,15.3579391,0,"LAR"
"316",2047,"HURON","OH",0.03,56240,1874.66667,54982,597,85,153,423,97.7631579,1.06152205,0.15113798,0.27204836,0.75213371,34521,74.131688,13.4497842,2.95472321,55535,98.7464438,9.50391645,13.0375596,8.02076192,8.16840178,0,"AAR"
"317",2048,"JACKSON","OH",0.024,30230,1259.58333,29895,218,53,39,25,98.8918293,0.72113794,0.17532253,0.12901092,0.08269931,19136,60.8800167,10.9845318,2.95255017,29874,98.8223619,24.1882573,30.1736614,21.0996006,24.1633681,0,"LHR"
"318",2049,"JEFFERSON","OH",0.022,80298,3649.90909,75270,4488,167,266,107,93.7383247,5.5891803,0.20797529,0.33126603,0.13325363,54294,71.879029,13.8431503,2.81799094,78510,97.7732945,17.1494077,26.2505981,15.7419355,10.8577511,1,"AAU"
"319",2050,"KNOX","OH",0.03,47473,1582.43333,46747,381,93,195,57,98.4707097,0.80256146,0.19590083,0.4107598,0.12006825,29992,75.2000533,16.771139,4.2011203,44269,93.2509005,12.4511509,18.1717025,10.5853414,9.88372093,0,"AAR"
"320",2051,"LAKE","OH",0.013,215499,16576.8462,209879,3528,250,1447,395,97.3920993,1.63713057,0.11600982,0.67146483,0.18329551,142348,81.0520696,23.6828055,5.20274257,213036,98.8570713,4.89729435,7.14098582,3.93348514,4.90623387,1,"HLU"
"321",2052,"LAWRENCE","OH",0.026,61834,2378.23077,60115,1559,57,75,28,97.2199761,2.52126662,0.09218229,0.12129249,0.04528253,39219,65.8787832,12.2083684,3.14643413,61007,98.6625481,23.5399216,33.2300024,21.1064359,16.3875266,1,"LHU"
"322",2053,"LICKING","OH",0.04,128300,3207.5,125181,2217,247,475,180,97.568979,1.72798129,0.19251754,0.37022603,0.14029618,81642,76.4251243,18.1793685,4.53565567,124678,97.1769291,10.4998476,14.7950733,8.84336678,9.29430267,1,"AAU"
"323",2054,"LOGAN","OH",0.027,42310,1567.03704,41156,804,58,240,52,97.2725124,1.90025999,0.13708343,0.56724179,0.12290239,26780,74.4884242,13.3233757,3.33457804,41566,98.2415505,10.4676899,13.5485,9.22106393,9.52197379,0,"AAR"
"324",2055,"LORAIN","OH",0.029,271126,9349.17241,241549,21230,738,1479,6130,89.0910499,7.83030768,0.27219817,0.54550283,2.26094141,169492,75.2820192,18.8616572,4.283978,265062,97.7634015,11.4912737,17.386122,9.42837411,8.42662074,1,"AAU"
"325",2056,"LUCAS","OH",0.021,462361,22017.1905,380155,68456,1164,4981,7605,82.2203862,14.805747,0.25175134,1.07729674,1.64481866,289965,76.2340282,23.5504285,6.00589726,454351,98.2675874,15.268812,21.4916528,13.4944573,11.4228016,1,"AAU"
"326",2057,"MADISON","OH",0.028,37068,1323.85714,33947,2764,96,157,104,91.5803388,7.45656631,0.25898349,0.42354592,0.28056545,23896,69.4928021,13.3788082,2.67408771,32904,88.7665911,8.4275468,11.2765492,7.12069334,8.11343048,1,"AAU"
"327",2058,"MAHONING","OH",0.024,264806,11033.5833,221109,39681,444,985,2587,83.4984857,14.9849324,0.16766992,0.37197042,0.97694161,176658,74.6006408,18.1757973,4.52342945,260264,98.2847821,15.9196047,25.0271849,13.8501553,10.7028532,1,"AAU"
"328",2059,"MARION","OH",0.024,64274,2678.08333,60948,2707,148,285,186,94.8252793,4.21165635,0.23026418,0.44341413,0.28938607,41239,73.7578506,15.0270375,3.04323577,61526,95.7245543,12.7133244,18.2830355,10.7493876,10.0189036,0,"AAR"
"329",2060,"MEDINA","OH",0.025,122354,4894.16,120504,850,172,684,144,98.4879939,0.69470553,0.14057571,0.55903362,0.11769129,76962,82.3978067,23.7026065,4.88552792,121055,98.9383265,5.52063112,7.85156137,4.21102969,6.32405892,1,"HLU"
"330",2061,"MEIGS","OH",0.025,22987,919.48,22734,177,44,20,12,98.8993779,0.77000044,0.19141254,0.0870057,0.05220342,14772,64.0265367,11.677498,2.38288654,22665,98.5992082,26.0092654,34.9729464,23.6672906,19.9579341,0,"LHR"
"331",2062,"MERCER","OH",0.028,39443,1408.67857,39131,14,85,100,113,99.2089851,0.03549426,0.21550085,0.25353041,0.28648936,23780,75.4793944,14.1000841,3.32632464,38961,98.7779834,6.70414004,7.62704884,5.68931069,8.04411765,0,"ALR"
"332",2063,"MIAMI","OH",0.024,93182,3882.58333,90519,1779,158,606,120,97.1421519,1.90916701,0.16956064,0.65034019,0.12878024,59893,76.5665437,19.2777119,4.43457499,92127,98.8678071,8.35151476,12.3240006,6.30440618,8.91394114,1,"AAU"
"333",2064,"MONROE","OH",0.026,15497,596.038462,15437,19,26,12,3,99.6128283,0.12260438,0.16777441,0.07743434,0.01935859,10196,69.4488035,10.513927,2.59905845,15276,98.5739175,21.4912281,28.809219,18.6889987,19.7591146,0,"AHR"
"334",2065,"MONTGOMERY","OH",0.027,573809,21252.1852,463551,101817,1065,5886,1490,80.7848953,17.7440577,0.18560183,1.02577687,0.25966829,371530,77.7571125,26.5504804,7.0042796,561952,97.933633,12.6286587,19.4520723,10.6043371,9.44086822,1,"AAU"
"335",2066,"MORGAN","OH",0.025,14194,567.76,13524,570,64,12,24,95.2796956,4.01578132,0.45089474,0.08454276,0.16908553,8980,71.5812918,11.3808463,2.31625835,13924,98.0977878,21.2079862,31.325,17.9487179,14.8148148,0,"AHR"
"336",2067,"MORROW","OH",0.024,27749,1156.20833,27579,64,49,38,19,99.3873653,0.23063894,0.17658294,0.13694187,0.06847094,17158,71.3253293,12.1051405,2.54691689,27440,98.8864464,11.0750729,17.3749057,8.39833593,8.89809849,0,"AAR"
"337",2068,"MUSKINGUM","OH",0.041,82068,2001.65854,78125,3468,214,152,109,95.1954477,4.225764,0.26075937,0.18521226,0.13281669,51692,71.140602,15.3234543,3.57308674,80009,97.4911049,14.7208439,21.3569812,12.6231667,11.137507,0,"AAR"
"338",2069,"NOBLE","OH",0.024,11336,472.333333,11301,7,15,9,4,99.6912491,0.06175018,0.13232181,0.07939308,0.03528582,7235,69.8548721,8.84588804,1.57567381,11176,98.5885674,16.3743737,22.7357901,12.8071997,16.4845173,0,"AAR"
"339",2070,"OTTAWA","OH",0.016,40029,2501.8125,39029,265,51,94,590,97.5018112,0.66202004,0.12740763,0.23482975,1.4739314,26931,75.8568193,19.338309,4.21447403,39392,98.4086537,6.61301787,9.54335557,5.25392428,6.72342557,0,"ALR"
"340",2071,"PAULDING","OH",0.025,20488,819.52,19920,236,54,20,258,97.2276455,1.15189379,0.26356892,0.09761812,1.25927372,12456,72.2302505,11.4884393,2.82594733,20298,99.0726279,9.78914179,11.9703215,8.16975645,11.2109012,0,"AAR"
"341",2072,"PERRY","OH",0.023,31557,1372.04348,31408,57,46,21,25,99.5278385,0.18062553,0.14576798,0.06654625,0.07922173,19411,68.5539127,10.1076709,2.18432847,31255,99.0430016,19.0657495,25.3889985,16.3782957,16.7218221,0,"AHR"
"342",2073,"PICKAWAY","OH",0.03,48255,1608.5,44867,3036,127,95,130,92.9789659,6.291576,0.26318516,0.19687079,0.26940213,31380,69.7100064,13.0943276,2.93499044,42392,87.8499637,12.0777505,16.3463189,9.94214435,12.4391393,1,"AAU"
"343",2074,"PIKE","OH",0.026,24249,932.653846,23807,327,72,41,2,98.1772444,1.34850922,0.29691946,0.16907914,0.00824776,15099,60.7722366,12.4445328,3.23862507,23830,98.2720937,26.5757449,36.915078,22.2239587,22.7062546,0,"LHR"
"344",2075,"PORTAGE","OH",0.03,142585,4752.83333,136998,3906,292,1191,198,96.0816355,2.73941859,0.20479013,0.83529123,0.13886454,82726,79.3100114,21.8818751,6.58680463,133447,93.5911912,11.9088477,13.3814451,12.1537341,7.97863462,1,"AAU"
"345",2076,"PREBLE","OH",0.025,40113,1604.52,39819,147,53,65,29,99.2670705,0.36646474,0.13212674,0.16204223,0.07229576,25469,72.4606384,11.233264,2.39899486,39614,98.7560143,10.1883173,15.565561,8.12505639,8.24067022,0,"AAR"
"346",2077,"PUTNAM","OH",0.029,33819,1166.17241,33197,26,44,25,527,98.1607972,0.07687986,0.13010438,0.07392294,1.55829563,20028,77.5064909,15.7080088,2.8060715,33390,98.7314823,5.75621444,7.14017991,4.23869967,7.95176182,0,"ALR"
"347",2078,"RICHLAND","OH",0.029,126137,4349.55172,115078,9981,223,578,277,91.2325487,7.91282494,0.1767919,0.45823192,0.2196025,81363,73.5321952,16.7975615,3.42170274,122328,96.9802675,11.2517167,16.4937951,8.9708687,10.6330901,1,"AAU"
"348",2079,"ROSS","OH",0.041,69330,1690.97561,64362,4467,155,266,80,92.8342709,6.44309823,0.22356844,0.38367229,0.11539016,45531,67.5803299,14.1156575,2.99795744,63449,91.5173806,17.7496887,24.8676325,15.0094603,15.4179338,0,"LHR"
"349",2080,"SANDUSKY","OH",0.024,61963,2581.79167,58282,1553,94,142,1892,94.059358,2.50633443,0.15170344,0.22916902,3.05343511,38993,76.6163157,16.2824097,3.40061037,60811,98.140826,8.99672757,12.030513,7.50127931,8.76451954,0,"AAR"
"350",2081,"SCIOTO","OH",0.035,80327,2295.05714,77253,2458,409,126,81,96.1731423,3.05999228,0.50916877,0.15685884,0.10083783,51585,63.7569061,13.7772608,3.17534167,76736,95.5295231,25.7923269,37.6523745,23.5231677,15.1068091,0,"LHR"
"351",2082,"SENECA","OH",0.033,59733,1810.09091,57474,1172,90,234,763,96.2181709,1.96206452,0.15067048,0.39174326,1.27735088,36666,75.2604593,15.6221022,3.03005509,57655,96.5211859,10.7518862,14.3172859,9.29836624,9.27675988,0,"AAR"
"352",2083,"SHELBY","OH",0.025,44915,1796.6,43789,615,49,393,69,97.4930424,1.36925303,0.10909496,0.87498608,0.15362351,27365,72.943541,17.3762105,3.66892015,44127,98.245575,7.74582455,10.54634,5.95581568,8.73122118,0,"AAR"
"353",2084,"STARK","OH",0.034,367585,10811.3235,339421,25052,950,1529,633,92.3380987,6.81529442,0.25844363,0.41595821,0.17220507,241153,76.0090067,18.9896041,4.62030329,359231,97.7273284,11.0605711,16.399197,9.51066888,8.45844662,1,"AAU"
"354",2085,"SUMMIT","OH",0.024,514990,21457.9167,446902,61185,1065,4989,849,86.7787724,11.8808132,0.20680013,0.96875667,0.16485757,337442,78.3393887,24.7331393,6.25529721,506100,98.2737529,12.1499704,18.0813265,10.8654209,8.22432118,1,"AAU"
"355",2086,"TRUMBULL","OH",0.037,227813,6157.10811,210915,15221,341,973,363,92.5825129,6.68135708,0.14968417,0.42710469,0.15934121,149822,75.2492958,15.5998451,3.78849568,225230,98.8661753,11.4047862,16.9653149,9.38910671,9.85596375,1,"AAU"
"356",2087,"TUSCARAWAS","OH",0.034,84090,2473.23529,83107,623,138,187,35,98.8310144,0.74087287,0.16410988,0.22238078,0.04162207,55192,71.9180316,13.0834179,3.02036527,82852,98.5277679,11.1222421,14.39584,9.78198126,10.4047334,1,"AAU"
"357",2088,"UNION","OH",0.026,31969,1229.57692,30563,1168,57,132,49,95.6019894,3.65353937,0.17829773,0.4129,0.15327348,20527,76.1631023,16.9825108,3.84858966,30117,94.2068879,7.43101903,9.46814728,5.77602449,9.76408912,0,"AAR"
"358",2089,"VAN WERT","OH",0.024,30464,1269.33333,29900,193,31,78,262,98.1486345,0.63353466,0.10175945,0.25603992,0.86003151,19497,79.2327025,15.1100169,3.1902344,30007,98.4998687,7.09167861,7.60100707,6.06022585,9.22109675,0,"ALR"
"359",2090,"VINTON","OH",0.024,11098,462.416667,11071,4,16,3,4,99.7567129,0.03604253,0.14417012,0.0270319,0.03604253,6963,58.6959644,7.91325578,1.56541721,10937,98.5492882,23.6079364,31.7708333,22.2259753,14.9176955,0,"LHR"
"360",2091,"WARREN","OH",0.023,113909,4952.56522,110526,2415,231,627,110,97.0300854,2.12011342,0.20279346,0.55043939,0.09656831,73151,75.4671843,24.4193518,5.90832661,109393,96.0354318,6.35232602,8.71549016,5.07858441,7.22380639,1,"ALU"
"361",2092,"WASHINGTON","OH",0.038,62254,1638.26316,61129,774,111,185,55,98.1928872,1.2432936,0.1783018,0.29716966,0.08834774,40411,77.5061246,19.0096756,4.35524981,60627,97.3865133,13.6737757,17.9894516,12.0116635,12.6052655,1,"AAU"
"362",2093,"WAYNE","OH",0.033,101461,3074.57576,99131,1557,130,535,108,97.7035511,1.53457979,0.12812805,0.5272962,0.10644484,62178,73.5967706,18.4454309,4.79590852,98285,96.8697332,11.6558987,17.2130572,9.51515592,8.91176271,0,"AAR"
"363",2094,"WILLIAMS","OH",0.025,36956,1478.24,36366,23,46,127,394,98.4035069,0.06223617,0.12447235,0.34365191,1.0661327,23340,76.092545,14.4987147,2.70779777,36499,98.7633943,7.55363161,10.6865843,5.92573754,7.44215134,0,"AAR"
"364",2095,"WOOD","OH",0.037,113269,3061.32432,109303,1168,197,1028,1573,96.4986007,1.03117358,0.17392226,0.90757401,1.38872948,64052,83.7616312,29.0951102,8.33541498,104553,92.3050437,10.5726282,8.76044005,12.2235902,6.93142742,1,"HAU"
"365",2096,"WYANDOT","OH",0.024,22254,927.25,22087,20,20,65,62,99.2495731,0.08987148,0.08987148,0.29208232,0.2786016,14361,76.4709978,13.7107444,2.54856904,21743,97.7037836,8.49468795,9.99170124,7.31604292,9.76552435,0,"AAR"
"366",2981,"ADAMS","WI",0.041,15682,382.487805,15001,375,125,56,125,95.6574417,2.39127662,0.79709221,0.35709731,0.79709221,11378,66.9801371,12.4274917,2.39057831,14534,92.6795052,14.4351177,22.3008305,13.3100559,10.1867572,0,"LAR"
"367",2982,"ASHLAND","WI",0.054,16307,301.981481,14749,17,1478,46,17,90.4458208,0.10424971,9.06359232,0.28208745,0.10424971,10262,75.3069577,18.3200156,4.36562074,15573,95.4988655,16.2203814,20.3220685,15.1600512,13.2975552,0,"AAR"
"368",2983,"BARRON","WI",0.053,40750,768.867925,40346,40,209,95,60,99.008589,0.09815951,0.51288344,0.23312883,0.14723926,26198,72.9750363,19.425147,3.24452248,39931,97.990184,11.5524279,14.4092998,9.94820158,11.7280176,0,"AAR"
"369",2984,"BAYFIELD","WI",0.089,14008,157.393258,12707,29,1240,24,8,90.71245,0.20702456,8.85208452,0.17133067,0.05711022,9418,78.5410915,25.8228923,5.83988108,13833,98.7507139,16.5835321,23.4879306,14.4289143,13.2549788,0,"AAR"
"370",2985,"BROWN","WI",0.032,194594,6081.0625,186621,1012,3869,2522,570,95.9027514,0.52005714,1.98824219,1.29603174,0.29291756,120575,82.6439975,26.2931785,4.62450757,189369,97.3149224,9.16570294,12.0873618,8.08561665,7.96336775,1,"HAU"
"371",2986,"BUFFALO","WI",0.04,13584,339.6,13521,5,22,29,7,99.5362191,0.03680801,0.16195524,0.21348645,0.05153121,8918,72.6059655,17.9412424,3.13971743,13337,98.1816843,11.9067257,15.2720243,9.63907813,13.1345403,0,"AAR"
"372",2987,"BURNETT","WI",0.053,13084,246.867925,12497,22,532,24,9,95.5136044,0.1681443,4.06603485,0.18343014,0.0687863,9045,72.2830293,13.6760641,2.99613046,12816,97.9516967,15.4884519,21.0293653,13.9379475,13.1688466,0,"AAR"
"373",2988,"CALUMET","WI",0.023,34291,1490.91304,33910,29,146,173,33,98.8889213,0.0845703,0.42576769,0.50450556,0.09623516,20940,79.6561605,19.7803247,3.01337154,33952,99.0114024,4.87158341,6.22784325,3.72723875,6.39097744,1,"ALU"
"374",2989,"CHIPPEWA","WI",0.063,52360,831.111111,51854,31,150,276,49,99.0336134,0.0592055,0.28647823,0.52711994,0.09358289,33195,74.9269468,18.1533363,2.78957674,50983,97.3701299,10.476041,13.9566861,8.59508956,10.579373,1,"AAU"
"375",2990,"CLARK","WI",0.072,31647,439.541667,31437,29,91,38,52,99.33643,0.09163586,0.287547,0.12007457,0.16431257,19702,67.5362907,13.84631,2.50228403,30947,97.7881,13.7719327,18.0444728,11.4184117,13.0776485,0,"LAR"
"376",2991,"COLUMBIA","WI",0.046,45088,980.173913,44469,243,136,136,104,98.6271292,0.53894606,0.30163236,0.30163236,0.23066004,29637,78.2535344,20.852313,3.54624287,43744,97.0191625,7.49359912,9.98292058,5.91446379,8.3589919,0,"AAR"
"377",2992,"CRAWFORD","WI",0.035,15940,455.428571,15791,50,26,56,17,99.0652447,0.31367629,0.16311167,0.35131744,0.10664994,10169,72.3964992,16.599469,2.92064116,15562,97.6286073,14.6382213,19.4600675,12.3815621,13.4865437,0,"AAR"
"378",2993,"DANE","WI",0.073,367085,5028.56164,344617,10511,1201,8666,2090,93.8793467,2.86336952,0.32717218,2.36076113,0.56935042,225973,88.8986737,43.6264509,13.4715209,351558,95.7701895,10.4930054,8.76778118,12.1680107,4.97435064,1,"HAU"
"379",2994,"DODGE","WI",0.054,76559,1417.75926,74700,1142,215,197,305,97.5718074,1.49166003,0.28082916,0.25731789,0.39838556,49694,72.2783435,15.9254638,2.82327846,72840,95.1423085,6.64470071,8.39387394,5.17740489,8.25578798,0,"ALR"
"380",2995,"DOOR","WI",0.028,25690,917.5,25387,29,178,47,49,98.8205527,0.11288439,0.69287661,0.18295056,0.19073569,17369,79.5670447,22.4883413,4.42167079,25318,98.5519657,9.82305079,13.938754,8.2382666,8.65316276,0,"AAR"
"381",2996,"DOUGLAS","WI",0.078,41758,535.358974,40454,170,805,266,63,96.8772451,0.40710762,1.92777432,0.63700369,0.15086929,27060,77.2172949,20.9940872,4.97782705,40426,96.8101921,14.9210904,22.9435598,13.1049683,9.24704418,1,"AAU"
"382",2997,"DUNN","WI",0.052,35909,690.557692,34929,172,95,633,80,97.2708792,0.47898855,0.26455763,1.76278927,0.22278537,19755,77.6613516,26.2870159,7.50696026,32837,91.4450416,16.6336754,15.1954674,18.6613878,11.8962601,0,"AAR"
"383",2998,"EAU CLAIRE","WI",0.038,85183,2241.65789,82202,238,467,2124,152,96.5004754,0.27939847,0.54823145,2.49345527,0.17843936,49336,82.7894438,29.8544673,7.55634831,80458,94.4531186,15.9437222,18.7430181,16.7685011,8.57514739,1,"HAU"
"384",2999,"FLORENCE","WI",0.03,4590,153,4562,4,14,4,6,99.3899782,0.08714597,0.30501089,0.08714597,0.13071895,3057,75.171737,15.6035329,2.78050376,4513,98.3224401,13.1398183,18.8417618,10.3640257,12.605042,0,"AAR"
"385",3000,"FOND DU LAC","WI",0.044,90083,2047.34091,88760,257,297,448,321,98.5313544,0.28529245,0.32969595,0.49731914,0.35633804,56764,77.5068706,20.8318653,3.66253259,87203,96.8029484,7.64423242,10.1088839,6.25657867,8.04270463,0,"AAR"
"386",3001,"FOREST","WI",0.06,8776,146.266667,7842,127,780,14,13,89.3573382,1.44712853,8.88787603,0.15952598,0.14813127,5608,64.1226819,13.5699001,2.2467903,8581,97.778031,21.7806782,31.751365,19.6937066,14.349332,0,"LHR"
"387",3002,"GRANT","WI",0.069,49264,713.971014,48838,76,76,234,40,99.1352712,0.15427087,0.15427087,0.47499188,0.08119519,29160,77.8806584,21.6803841,5.24348422,46314,94.0118545,13.7150754,15.1552225,12.9747224,13.6286394,0,"AAR"
"388",3003,"GREEN","WI",0.034,30339,892.323529,30173,23,51,66,26,99.4528495,0.07581001,0.16810046,0.21754178,0.08569828,19708,76.7759286,19.8751776,3.34381977,29821,98.2926267,7.83675933,10.2412605,6.84171136,7.20466184,0,"AAR"
"389",3004,"GREEN LAKE","WI",0.022,18651,847.772727,18386,21,42,103,99,98.5791647,0.1125945,0.225189,0.55224921,0.53080264,12453,74.5523167,17.3050671,3.33253031,18351,98.3915072,9.9722086,13.5313531,8.35054909,9.42870413,0,"AAR"
"390",3005,"IOWA","WI",0.046,20150,438.043478,20093,7,21,19,10,99.7171216,0.03473945,0.10421836,0.0942928,0.04962779,12747,80.5993567,20.483251,3.94602652,19890,98.7096774,9.99497235,12.4825175,8.10377358,11.6246499,0,"HAR"
"391",3006,"IRON","WI",0.047,6153,130.914894,6121,1,25,2,4,99.4799285,0.01625223,0.40630587,0.03250447,0.06500894,4447,74.7020463,18.7317293,2.67596132,6021,97.854705,13.0709185,15.6467854,12.1790423,12.6623377,0,"AAR"
"392",3007,"JACKSON","WI",0.06,16588,276.466667,15814,47,674,30,23,95.3339764,0.28333735,4.0631782,0.18085363,0.13865445,10800,68.8240741,15.3240741,2.43518519,16244,97.9262117,14.6577198,20.6008584,12.3831216,12.5467626,0,"AAR"
"393",3008,"JEFFERSON","WI",0.035,67783,1936.65714,66702,189,176,287,429,98.4052048,0.27883098,0.25965213,0.42341,0.63290206,42214,76.9649879,22.1656323,4.73302696,64692,95.4398596,7.1956347,7.99721432,6.72824313,7.46902655,0,"ALR"
"394",3009,"JUNEAU","WI",0.047,21650,460.638298,21307,31,166,78,68,98.4157044,0.14318707,0.76674365,0.36027714,0.31408776,14210,70.5840957,14.3912738,2.47712878,21340,98.5681293,12.7835052,14.7692308,11.1914696,13.9638682,0,"AAR"
"395",3010,"KENOSHA","WI",0.016,128181,8011.3125,119187,5295,472,669,2558,92.9833595,4.13087743,0.3682293,0.52191823,1.99561557,80794,75.087259,20.3282422,4.06094512,125494,97.9037455,10.2140341,15.6521483,8.56810674,6.94973343,1,"AAU"
"396",3011,"KEWAUNEE","WI",0.02,18878,943.9,18766,24,52,23,13,99.4067168,0.12713211,0.27545291,0.12183494,0.06886323,11945,73.5454165,14.3909586,2.15989954,18662,98.855811,8.21991212,9.8546347,6.05500821,11.6542392,0,"AAR"
"397",3012,"LA CROSSE","WI",0.028,97904,3496.57143,94319,438,340,2667,140,96.3382497,0.44737702,0.34727897,2.72409707,0.14299722,58586,82.5760421,30.4885126,7.34475813,93254,95.2504494,13.4085401,14.452894,14.0575375,9.52813067,1,"HAU"
"398",3013,"LAFAYETTE","WI",0.037,16076,434.486486,16009,14,21,19,13,99.5832297,0.08708634,0.13062951,0.1181886,0.08086589,10181,77.0356547,16.4620371,2.60288773,15911,98.9736253,11.02382,13.3161512,9.61466981,11.2437186,0,"AAR"
"399",3014,"LANGLADE","WI",0.052,19505,375.096154,19291,13,137,22,42,98.9028454,0.06664958,0.702384,0.11279159,0.2153294,12933,71.4992654,13.6317946,2.89955927,19234,98.6106127,14.625143,21.9306834,11.5954206,12.7876683,0,"AAR"
"400",3015,"LINCOLN","WI",0.053,26993,509.301887,26712,84,96,78,23,98.9589894,0.31119179,0.35564776,0.28896381,0.08520728,17567,71.0593727,17.4417943,3.44395742,26273,97.3326418,10.4175389,13.7597459,8.59200576,10.8202124,0,"AAR"
"401",3016,"MANITOWOC","WI",0.036,80421,2233.91667,78730,115,318,1071,187,97.8973154,0.14299748,0.39541911,1.33174171,0.23252633,52215,75.40745,19.0711481,2.88805899,79142,98.4096194,8.33564984,11.7911918,6.97293058,7.29801829,0,"AAR"
"402",3017,"MARATHON","WI",0.094,115400,1227.65957,112189,89,490,2499,133,97.2175043,0.07712305,0.42461005,2.16551127,0.1152513,72367,75.9448367,21.877375,4.05709785,114112,98.8838821,7.91853617,10.3436458,6.21167941,9.55842757,1,"AAU"
"403",3018,"MARINETTE","WI",0.082,40548,494.487805,40280,8,150,63,47,99.3390549,0.0197297,0.36993193,0.15537141,0.11591201,26699,73.6094985,15.4275441,2.30720252,39419,97.2156457,11.6593521,15.1330585,9.60642411,12.1661029,0,"AAR"
"404",3019,"MARQUETTE","WI",0.027,12321,456.333333,12174,31,49,18,49,98.806915,0.25160295,0.39769499,0.14609204,0.39769499,8499,69.714084,14.0016473,2.57677374,12182,98.8718448,11.6072894,15.6430268,9.678511,11.4586466,0,"AAR"
"405",3020,"MENOMINEE","WI",0.021,3890,185.238095,416,0,3469,0,5,10.6940874,0,89.1773779,0,0.1285347,1922,62.6951093,7.33610822,0.52029136,3820,98.2005141,48.6910995,64.3084767,43.3124644,18.2186235,0,"LHR"
"406",3021,"MILWAUKEE","WI",0.015,959275,63951.6667,718918,195470,6994,15308,22585,74.9438899,20.3768471,0.72909228,1.59578849,2.35438222,610538,76.2604457,25.3558337,6.20125201,933532,97.3164108,15.8734784,27.7980262,12.8895894,7.81374777,1,"AAU"
"407",3022,"MONROE","WI",0.054,36633,678.388889,35983,141,301,143,65,98.2256435,0.38489886,0.82166353,0.39035842,0.17743565,23025,75.7263844,17.3724213,2.84473398,35485,96.8662135,13.0026772,18.0921979,10.5513257,11.6072842,0,"AAR"
"408",3023,"OCONTO","WI",0.06,30226,503.766667,29926,18,212,36,34,99.007477,0.05955138,0.70138292,0.11910276,0.11248594,19760,69.4078947,13.4311741,2.37854251,29750,98.4251969,12.0941176,14.1166317,9.63442252,15.5886158,0,"AAR"
"409",3024,"ONEIDA","WI",0.071,31679,446.183099,31320,58,223,56,22,98.8667572,0.18308659,0.70393636,0.17677326,0.06944664,22153,77.5967138,21.9338239,4.97449555,30890,97.5093911,9.61799935,13.9667073,8.10961622,8.559414,0,"AAR"
"410",3025,"OUTAGAMIE","WI",0.037,140510,3797.56757,136043,206,1965,1904,392,96.8208668,0.14660878,1.39847698,1.3550637,0.2789837,86689,81.5328358,24.8578251,4.36272191,137496,97.8549569,6.20236225,8.20300676,5.02296542,6.85592403,1,"HLU"
"411",3026,"OZAUKEE","WI",0.015,72831,4855.4,71676,492,127,438,98,98.4141368,0.67553652,0.1743763,0.60139226,0.13455809,47058,86.8991457,37.4197798,9.36503889,71600,98.3097857,2.1801676,1.91895478,1.9385043,3.54706685,1,"HLU"
"412",3027,"PEPIN","WI",0.014,7107,507.642857,7070,2,18,9,8,99.4793865,0.02814127,0.25327142,0.12663571,0.11256508,4578,71.0353866,15.7492355,2.81782438,6944,97.7064866,12.6152074,14.8821218,10.1239669,15.1315789,0,"AAR"
"413",3028,"PIERCE","WI",0.034,32765,963.676471,32366,82,87,172,58,98.7822371,0.25026705,0.26552724,0.5249504,0.17701816,18623,81.0717929,24.464372,5.42340117,30557,93.2611018,10.4165985,11.0331339,10.3370278,9.47141832,1,"HAU"
"414",3029,"POLK","WI",0.055,34773,632.236364,34348,23,321,50,31,98.7777874,0.06614327,0.92313001,0.14378972,0.08914963,22515,77.9835665,18.5920497,3.39329336,34105,98.0789693,11.8223134,16.0155849,9.75664969,11.1643221,0,"AAR"
"415",3030,"PORTAGE","WI",0.048,61405,1279.27083,59972,161,255,786,231,97.6663138,0.26219363,0.41527563,1.28002606,0.37619086,35004,79.7337447,24.6343275,6.01931208,57805,94.1372852,12.8950783,13.5589979,13.1821824,10.5094407,0,"AAR"
"416",3031,"PRICE","WI",0.075,15600,208,15479,7,77,27,10,99.224359,0.04487179,0.49358974,0.17307692,0.06410256,10414,73.324371,15.527175,2.81352026,15271,97.8910256,10.8899221,12.5549585,8.14521452,14.7695725,0,"AAR"
"417",3032,"RACINE","WI",0.02,175034,8751.7,152098,16999,521,1004,4412,86.8962602,9.71182742,0.29765646,0.57360284,2.52065313,110593,76.3809644,22.9065131,4.93611711,172392,98.490579,10.1512831,15.556437,8.42926105,6.81166261,1,"AAU"
"418",3033,"RICHLAND","WI",0.034,17521,515.323529,17411,12,34,38,26,99.372182,0.06848924,0.19405285,0.2168826,0.14839336,11309,73.720046,17.4993368,3.14793527,17254,98.4761144,13.4403617,15.7928118,12.6371115,12.3541888,0,"AAR"
"419",3034,"ROCK","WI",0.042,139510,3321.66667,130803,6638,369,985,715,93.7588703,4.75808186,0.26449717,0.70604258,0.51250806,88072,78.1814879,19.9064402,4.37028795,135919,97.425991,9.87720628,15.2857608,8.14384062,6.8982497,1,"AAU"
"420",3035,"RUSK","WI",0.055,15079,274.163636,14821,31,82,114,31,98.2890112,0.20558392,0.54380264,0.7560183,0.20558392,9704,70.3112119,16.7559769,3.01937345,14748,97.8048942,16.5785191,20.7524272,15.806851,13.1289074,0,"AAR"
"421",3036,"ST CROIX","WI",0.044,50251,1142.06818,49895,44,121,148,43,99.2915564,0.08756045,0.24079123,0.2945215,0.08557044,30873,84.4232825,28.5880867,5.38010559,49388,98.2826212,6.40236495,7.89210789,4.97251286,9.30721916,1,"HLU"
"422",3037,"SAUK","WI",0.05,46975,939.5,46459,54,288,79,95,98.9015434,0.11495476,0.61309207,0.16817456,0.20223523,30347,74.6597687,19.833921,3.97073846,46193,98.3352847,9.69194467,13.1041039,8.14808827,9.14033299,0,"AAR"
"423",3038,"SAWYER","WI",0.079,14181,179.506329,11962,18,2167,15,19,84.3523024,0.1269304,15.2810098,0.10577533,0.13398209,9600,73.7395833,17.9479167,4.04166667,13897,97.9973204,20.5440023,29.0735695,19.1953682,14.1793182,0,"AHR"
"424",3039,"SHAWANO","WI",0.054,37157,688.092593,35251,42,1762,70,32,94.8704147,0.11303388,4.74204053,0.18838981,0.08612105,24271,69.453257,14.8077953,2.45560546,36389,97.9330947,11.2973701,14.932266,9.10511287,11.9495299,0,"AAR"
"425",3040,"SHEBOYGAN","WI",0.032,103877,3246.15625,100389,430,357,2061,640,96.6421826,0.41395112,0.34367569,1.98407732,0.61611329,66938,77.4298605,20.8371926,3.83638591,101088,97.3150938,6.48642767,8.67791176,5.14637904,7.23178521,1,"ALU"
"426",3041,"TAYLOR","WI",0.057,18901,331.596491,18807,2,39,44,9,99.5026718,0.01058145,0.20633829,0.23279192,0.04761653,11676,68.8078109,15.0650908,3.0061665,18603,98.4233638,12.664624,15.9650375,10.265319,13.8896828,0,"AAR"
"427",3042,"TREMPEALEAU","WI",0.043,25263,587.511628,25160,12,32,46,13,99.5922891,0.0475003,0.12666746,0.18208447,0.05145865,16648,71.6842864,17.5516579,2.87121576,24533,97.1103986,10.6754168,12.9199756,7.8841449,14.5652992,0,"AAR"
"428",3043,"VERNON","WI",0.048,25617,533.6875,25509,12,36,42,18,99.578405,0.04684389,0.14053168,0.16395362,0.07026584,16883,69.211633,18.9421311,3.62494817,25087,97.9310614,15.8249292,21.2011051,13.4496431,14.5714286,0,"AAR"
"429",3044,"VILAS","WI",0.06,17707,295.116667,16116,9,1534,38,10,91.0148529,0.05082736,8.66324053,0.21460439,0.05647484,12815,76.1451424,19.2118611,4.31525556,17446,98.5260067,14.7369024,23.0433667,14.2519778,9.17322835,0,"AAR"
"430",3045,"WALWORTH","WI",0.032,75000,2343.75,72747,454,201,494,1104,96.996,0.60533333,0.268,0.65866667,1.472,46742,79.0210089,23.1569039,6.08232425,71553,95.404,9.64180398,8.69961284,10.9266098,6.89418232,0,"AAR"
"431",3046,"WASHBURN","WI",0.05,13772,275.44,13585,25,122,33,7,98.6421725,0.18152774,0.88585536,0.23961661,0.05082777,9297,74.8521028,19.0168872,4.02280305,13532,98.2573337,15.8660952,21.4185982,13.6424832,14.329455,0,"AAR"
"432",3047,"WASHINGTON","WI",0.025,95328,3813.12,94465,125,208,337,193,99.0947046,0.13112622,0.21819402,0.35351628,0.20245888,59583,81.3403152,23.3909001,4.01456791,94143,98.7569235,3.23762786,4.06985404,2.58450033,4.28088917,1,"HLU"
"433",3048,"WAUKESHA","WI",0.034,304715,8962.20588,298313,1096,672,2699,1935,97.8990204,0.35968036,0.22053394,0.8857457,0.63501961,195837,87.9889908,35.3967841,7.66709049,299802,98.3876737,3.1210599,3.78581963,2.59006144,4.08547929,1,"HLU"
"434",3049,"WAUPACA","WI",0.045,46104,1024.53333,45695,22,125,92,170,99.1128752,0.0477182,0.27112615,0.19954885,0.36873156,30109,72.137899,16.5498688,3.13859643,44412,96.3300364,8.48869675,10.071411,6.95379864,10.338641,0,"AAR"
"435",3050,"WAUSHARA","WI",0.037,19385,523.918919,19094,29,70,43,149,98.4988393,0.14960021,0.36110395,0.221821,0.76863554,13316,70.0060078,15.064584,2.62090718,19163,98.8547846,13.7869853,20.0507078,11.6957841,11.8045576,0,"AAR"
"436",3051,"WINNEBAGO","WI",0.035,140320,4009.14286,136822,697,685,1728,388,97.5071266,0.49672178,0.4881699,1.23147092,0.27651083,88960,80.6193795,24.9955036,5.65984712,133950,95.4603763,8.80403135,10.5920306,8.66058681,6.66109376,1,"HAU"
"437",3052,"WOOD","WI",0.048,73605,1533.4375,72157,90,481,722,155,98.0327423,0.1222743,0.65348821,0.98091162,0.21058352,46796,78.2951534,21.6663817,4.5837251,72685,98.7500849,8.52583064,11.1629965,7.37565628,7.88291776,0,"AAR"
Datasets/mtcars.csv 0 → 100644
"","mpg","cyl","disp","hp","drat","wt","qsec","vs","am","gear","carb"
"Mazda RX4",21,6,160,110,3.9,2.62,16.46,0,1,4,4
"Mazda RX4 Wag",21,6,160,110,3.9,2.875,17.02,0,1,4,4
"Datsun 710",22.8,4,108,93,3.85,2.32,18.61,1,1,4,1
"Hornet 4 Drive",21.4,6,258,110,3.08,3.215,19.44,1,0,3,1
"Hornet Sportabout",18.7,8,360,175,3.15,3.44,17.02,0,0,3,2
"Valiant",18.1,6,225,105,2.76,3.46,20.22,1,0,3,1
"Duster 360",14.3,8,360,245,3.21,3.57,15.84,0,0,3,4
"Merc 240D",24.4,4,146.7,62,3.69,3.19,20,1,0,4,2
"Merc 230",22.8,4,140.8,95,3.92,3.15,22.9,1,0,4,2
"Merc 280",19.2,6,167.6,123,3.92,3.44,18.3,1,0,4,4
"Merc 280C",17.8,6,167.6,123,3.92,3.44,18.9,1,0,4,4
"Merc 450SE",16.4,8,275.8,180,3.07,4.07,17.4,0,0,3,3
"Merc 450SL",17.3,8,275.8,180,3.07,3.73,17.6,0,0,3,3
"Merc 450SLC",15.2,8,275.8,180,3.07,3.78,18,0,0,3,3
"Cadillac Fleetwood",10.4,8,472,205,2.93,5.25,17.98,0,0,3,4
"Lincoln Continental",10.4,8,460,215,3,5.424,17.82,0,0,3,4
"Chrysler Imperial",14.7,8,440,230,3.23,5.345,17.42,0,0,3,4
"Fiat 128",32.4,4,78.7,66,4.08,2.2,19.47,1,1,4,1
"Honda Civic",30.4,4,75.7,52,4.93,1.615,18.52,1,1,4,2
"Toyota Corolla",33.9,4,71.1,65,4.22,1.835,19.9,1,1,4,1
"Toyota Corona",21.5,4,120.1,97,3.7,2.465,20.01,1,0,3,1
"Dodge Challenger",15.5,8,318,150,2.76,3.52,16.87,0,0,3,2
"AMC Javelin",15.2,8,304,150,3.15,3.435,17.3,0,0,3,2
"Camaro Z28",13.3,8,350,245,3.73,3.84,15.41,0,0,3,4
"Pontiac Firebird",19.2,8,400,175,3.08,3.845,17.05,0,0,3,2
"Fiat X1-9",27.3,4,79,66,4.08,1.935,18.9,1,1,4,1
"Porsche 914-2",26,4,120.3,91,4.43,2.14,16.7,0,1,5,2
"Lotus Europa",30.4,4,95.1,113,3.77,1.513,16.9,1,1,5,2
"Ford Pantera L",15.8,8,351,264,4.22,3.17,14.5,0,1,5,4
"Ferrari Dino",19.7,6,145,175,3.62,2.77,15.5,0,1,5,6
"Maserati Bora",15,8,301,335,3.54,3.57,14.6,0,1,5,8
"Volvo 142E",21.4,4,121,109,4.11,2.78,18.6,1,1,4,2
Datasets/multiTimeline.csv 0 → 100644
Category: All categories
Month,diet: (Worldwide),gym: (Worldwide),finance: (Worldwide)
2004-01,100,31,48
2004-02,75,26,49
2004-03,67,24,47
2004-04,70,22,48
2004-05,72,22,43
2004-06,64,24,45
2004-07,60,23,44
2004-08,59,28,44
2004-09,53,25,44
2004-10,52,24,45
2004-11,50,23,43
2004-12,42,24,41
2005-01,64,32,44
2005-02,54,28,48
2005-03,56,27,46
2005-04,56,25,44
2005-05,59,24,42
2005-06,53,25,44
2005-07,53,25,44
2005-08,51,28,44
2005-09,47,28,44
2005-10,46,27,43
2005-11,44,25,42
2005-12,40,24,38
2006-01,64,34,44
2006-02,51,29,44
2006-03,51,28,46
2006-04,50,27,47
2006-05,50,26,45
2006-06,52,25,44
2006-07,51,27,42
2006-08,51,30,44
2006-09,45,30,46
2006-10,42,27,45
2006-11,43,26,45
2006-12,37,26,41
2007-01,57,35,46
2007-02,49,33,47
2007-03,51,32,48
2007-04,51,32,48
2007-05,49,32,47
2007-06,47,31,46
2007-07,49,30,50
2007-08,44,31,54
2007-09,46,32,52
2007-10,43,28,52
2007-11,40,27,50
2007-12,34,26,43
2008-01,52,35,53
2008-02,47,30,50
2008-03,46,29,53
2008-04,47,28,52
2008-05,45,27,48
2008-06,43,27,49
2008-07,44,28,52
2008-08,43,31,48
2008-09,42,33,61
2008-10,43,28,73
2008-11,39,28,58
2008-12,38,27,50
2009-01,52,35,54
2009-02,46,30,58
2009-03,48,28,58
2009-04,49,29,57
2009-05,48,28,53
2009-06,47,28,55
2009-07,47,28,57
2009-08,48,30,57
2009-09,44,31,60
2009-10,44,28,57
2009-11,41,27,52
2009-12,39,27,47
2010-01,57,35,51
2010-02,50,31,53
2010-03,51,30,53
2010-04,51,29,56
2010-05,49,28,55
2010-06,47,28,52
2010-07,48,29,50
2010-08,48,31,51
2010-09,48,32,54
2010-10,45,30,51
2010-11,43,28,49
2010-12,39,28,46
2011-01,61,39,51
2011-02,53,34,50
2011-03,54,33,51
2011-04,59,31,49
2011-05,57,31,50
2011-06,52,32,48
2011-07,52,30,48
2011-08,52,34,56
2011-09,50,36,52
2011-10,48,33,50
2011-11,49,33,47
2011-12,44,32,42
2012-01,64,42,44
2012-02,57,37,47
2012-03,57,35,47
2012-04,56,34,45
2012-05,55,33,47
2012-06,52,35,43
2012-07,55,37,44
2012-08,55,37,45
2012-09,51,39,46
2012-10,46,33,45
2012-11,44,32,42
2012-12,42,32,38
2013-01,65,43,46
2013-02,58,37,46
2013-03,59,37,46
2013-04,58,37,47
2013-05,55,36,46
2013-06,55,37,43
2013-07,55,37,46
2013-08,51,39,46
2013-09,52,41,47
2013-10,46,38,47
2013-11,46,37,44
2013-12,42,36,40
2014-01,61,47,46
2014-02,53,44,47
2014-03,54,43,47
2014-04,53,40,46
2014-05,50,39,44
2014-06,49,39,44
2014-07,48,41,45
2014-08,47,40,44
2014-09,46,40,48
2014-10,43,38,47
2014-11,42,37,42
2014-12,38,38,42
2015-01,54,48,46
2015-02,48,43,47
2015-03,51,43,46
2015-04,49,42,46
2015-05,48,41,44
2015-06,48,42,45
2015-07,47,42,46
2015-08,46,43,48
2015-09,43,45,48
2015-10,42,41,46
2015-11,39,42,42
2015-12,38,42,40
2016-01,51,52,44
2016-02,48,46,46
2016-03,48,47,44
2016-04,48,44,43
2016-05,47,46,42
2016-06,44,46,45
2016-07,43,58,41
2016-08,45,53,41
2016-09,43,51,44
2016-10,40,45,41
2016-11,39,44,43
2016-12,36,44,39
2017-01,55,56,43
2017-02,56,51,44
2017-03,50,51,44
2017-04,49,48,42
2017-05,48,48,43
2017-06,48,49,41
2017-07,52,52,43
2017-08,46,52,43
2017-09,44,50,47
2017-10,44,47,45
2017-11,41,47,47
2017-12,39,45,56
Datasets/ozone.csv 0 → 100644
"","O3","vh","wind","humidity","temp","ibh","dpg","ibt","vis","doy"
"1",3,5710,4,28,40,2693,-25,87,250,33
"2",5,5700,3,37,45,590,-24,128,100,34
"3",5,5760,3,51,54,1450,25,139,60,35
"4",6,5720,4,69,35,1568,15,121,60,36
"5",4,5790,6,19,45,2631,-33,123,100,37
"6",4,5790,3,25,55,554,-28,182,250,38
"7",6,5700,3,73,41,2083,23,114,120,39
"8",7,5700,3,59,44,2654,-2,91,120,40
"9",4,5770,8,27,54,5000,-19,92,120,41
"10",6,5720,3,44,51,111,9,173,150,42
"11",5,5760,6,33,51,492,-44,181,40,43
"12",4,5780,6,19,54,5000,-44,135,200,44
"13",4,5830,3,19,58,1249,-53,243,250,45
"14",7,5870,2,19,61,5000,-67,186,200,46
"15",5,5840,5,19,64,5000,-40,174,200,47
"16",9,5780,4,59,67,639,1,189,150,48
"17",4,5680,5,73,52,393,-68,210,10,49
"18",3,5720,4,19,54,5000,-66,126,140,50
"19",4,5760,3,19,54,5000,-58,111,250,51
"20",4,5730,4,26,58,5000,-26,111,200,52
"21",5,5700,5,59,69,3044,18,116,150,53
"22",6,5650,5,70,51,3641,23,87,140,54
"23",9,5680,3,64,53,111,-10,153,50,55
"24",6,5820,5,19,59,597,-52,214,70,57
"25",6,5810,5,19,64,1791,-15,182,150,59
"26",11,5790,3,28,63,793,-15,188,120,60
"27",10,5800,2,32,63,531,-38,244,40,61
"28",7,5820,5,19,62,419,-29,243,120,61
"29",12,5770,8,76,63,816,-7,190,6,62
"30",9,5670,3,69,54,3651,62,95,30,63
"31",2,5590,3,76,36,5000,70,33,100,64
"32",3,5410,6,64,31,5000,28,2,200,65
"33",3,5350,7,62,30,1341,18,77,60,66
"34",2,5480,9,72,36,5000,0,37,350,67
"35",3,5600,7,76,42,3799,-18,77,250,68
"36",3,5490,11,72,37,5000,32,34,350,69
"37",4,5560,10,72,41,5000,-1,31,300,70
"38",6,5700,3,32,46,5000,-30,77,300,71
"39",8,5680,5,50,51,5000,-8,75,300,72
"40",6,5700,4,86,55,2398,21,121,200,73
"41",4,5650,5,61,41,5000,51,24,100,74
"42",3,5610,5,62,41,4281,42,52,250,75
"43",7,5730,5,66,49,1161,27,116,200,76
"44",11,5770,5,68,45,2778,2,132,200,77
"45",13,5770,3,82,55,442,26,146,40,78
"46",6,5690,8,21,41,5000,-30,57,300,80
"47",5,5700,3,19,45,5000,-53,66,300,81
"48",4,5730,11,19,51,5000,-43,95,300,82
"49",4,5690,7,19,53,5000,7,95,300,83
"50",6,5640,5,68,50,5000,24,56,300,84
"51",10,5720,6,63,60,1341,19,151,150,85
"52",15,5740,3,54,54,1318,2,181,150,86
"53",23,5740,3,47,53,885,-4,195,80,87
"54",17,5740,3,56,53,360,3,195,40,88
"55",7,5670,7,61,44,3497,73,97,40,89
"56",2,5550,10,74,40,5000,73,45,80,91
"57",3,5470,7,46,30,5000,44,-15,300,92
"58",3,5320,11,45,25,5000,39,-25,200,93
"59",4,5530,3,43,40,5000,-12,9,140,95
"60",6,5600,3,21,45,5000,-2,39,140,96
"61",7,5660,7,57,51,5000,30,56,140,97
"62",7,5580,5,42,48,3608,24,41,100,98
"63",6,5510,5,50,45,5000,38,5,140,99
"64",3,5530,5,61,47,5000,56,20,200,100
"65",2,5620,9,61,43,5000,66,13,120,101
"66",8,5690,0,60,49,613,-27,154,300,102
"67",12,5760,4,31,56,334,-9,180,300,103
"68",12,5740,3,66,53,567,13,166,150,104
"69",16,5780,5,53,61,488,-20,183,2,105
"70",9,5790,2,42,63,531,-15,217,50,106
"71",24,5760,3,60,70,508,7,192,70,107
"72",13,5700,4,82,57,1571,68,135,17,108
"73",8,5680,4,57,35,721,28,130,140,109
"74",10,5720,5,21,52,505,-49,196,140,110
"75",8,5720,5,19,59,377,-27,229,300,111
"76",9,5730,4,32,67,442,-9,243,200,112
"77",10,5710,5,77,57,902,54,158,250,113
"78",14,5720,4,71,42,1381,4,135,60,115
"79",9,5710,3,19,55,5000,-16,100,100,116
"80",11,5600,6,45,40,5000,38,83,150,117
"81",7,5630,4,44,39,1302,40,115,150,118
"82",9,5690,7,70,57,1292,-5,120,200,119
"83",12,5730,6,45,58,5000,-14,115,100,120
"84",12,5710,3,46,62,472,34,172,300,121
"85",8,5610,6,50,51,1404,42,125,120,121
"86",9,5680,5,69,61,944,35,132,100,122
"87",5,5620,6,67,34,5000,75,18,200,123
"88",4,5420,7,69,35,5000,41,-6,200,124
"89",4,5540,5,54,35,5000,62,8,200,125
"90",9,5590,6,51,48,5000,44,56,300,126
"91",13,5690,6,63,59,2014,31,119,300,127
"92",5,5550,7,63,41,5000,56,29,250,128
"93",10,5620,7,57,58,5000,27,87,120,129
"94",10,5630,6,61,51,524,57,126,140,130
"95",7,5580,7,78,46,5000,55,36,200,131
"96",5,5560,4,65,40,5000,59,18,140,132
"97",4,5440,5,44,35,5000,24,3,80,133
"98",7,5480,7,51,46,2490,29,86,300,134
"99",3,5620,5,73,39,5000,107,-4,100,135
"100",4,5450,11,35,32,5000,36,8,300,136
"101",7,5660,6,35,47,5000,28,41,200,137
"102",11,5680,6,61,50,1144,30,120,120,138
"103",15,5760,4,50,65,547,1,194,100,139
"104",22,5790,4,57,66,413,10,209,120,140
"105",17,5720,5,68,69,610,46,176,60,141
"106",7,5660,6,58,59,3638,81,107,120,142
"107",10,5710,5,65,64,3848,45,138,100,143
"108",19,5780,7,78,68,1479,40,200,100,144
"109",18,5750,7,73,49,1108,55,186,27,145
"110",12,5700,5,41,52,869,0,145,40,146
"111",6,5620,9,47,56,5000,43,35,140,147
"112",9,5650,6,46,55,5000,49,33,150,148
"113",19,5730,5,61,66,1148,31,160,100,149
"114",21,5810,4,55,74,856,4,241,100,150
"115",29,5790,4,60,76,807,16,228,120,151
"116",16,5740,8,78,70,2040,46,175,150,152
"117",11,5690,4,71,67,314,60,150,120,154
"118",2,5680,6,77,41,5000,75,49,120,156
"119",12,5650,8,66,61,1410,20,129,140,157
"120",16,5730,6,74,68,360,23,169,120,158
"121",22,5730,3,78,69,1568,32,198,70,159
"122",20,5760,7,78,74,1184,40,204,80,160
"123",27,5830,6,75,74,898,24,230,70,161
"124",33,5880,3,80,80,436,0,302,40,162
"125",25,5890,6,88,84,774,6,300,20,163
"126",31,5850,4,76,78,1181,50,266,17,164
"127",18,5820,6,63,80,1991,47,209,40,165
"128",24,5800,7,78,76,1597,56,200,50,167
"129",16,5740,3,74,74,1184,52,208,70,168
"130",12,5710,7,63,66,3005,58,151,80,169
"131",9,5720,8,62,66,2880,53,141,120,170
"132",16,5740,5,53,69,2125,64,150,100,172
"133",8,5690,9,62,62,3720,74,105,120,174
"134",9,5730,5,71,67,4337,66,152,200,175
"135",29,5780,3,68,80,2053,31,227,120,176
"136",20,5790,7,79,76,1958,70,214,40,177
"137",5,5750,3,76,65,3644,86,152,70,178
"138",5,5680,6,71,65,1368,75,147,100,179
"139",11,5720,3,66,63,3539,73,120,120,180
"140",12,5770,4,81,62,2785,49,174,100,181
"141",19,5800,4,72,68,984,26,207,120,181
"142",17,5780,8,92,68,1804,56,200,70,182
"143",19,5740,6,71,69,3234,77,171,80,183
"144",16,5730,6,64,66,3441,67,161,100,184
"145",14,5760,6,68,70,1578,61,160,100,185
"146",10,5770,7,59,70,1850,76,160,120,186
"147",9,5690,8,67,64,2962,80,152,120,187
"148",7,5650,6,66,61,2670,54,130,120,188
"149",5,5610,3,61,52,5000,76,56,150,189
"150",2,5570,9,81,48,5000,57,49,140,190
"151",12,5690,5,63,59,5000,46,107,140,191
"152",22,5760,3,58,67,987,28,177,140,192
"153",17,5810,5,68,66,1148,43,194,140,193
"154",26,5830,4,71,74,898,-24,255,60,194
"155",27,5880,6,67,83,777,-1,281,30,195
"156",14,5860,3,64,78,1279,75,220,17,196
"157",11,5830,6,64,75,1046,69,204,80,197
"158",23,5870,4,69,84,1167,50,235,60,198
"159",26,5860,3,77,81,987,45,243,100,199
"160",21,5800,3,61,79,1144,57,218,120,200
"161",15,5800,4,69,79,977,60,215,150,201
"162",20,5770,5,64,65,770,26,242,120,202
"163",15,5860,4,33,81,629,-11,302,140,203
"164",18,5870,7,38,84,337,-14,321,140,204
"165",26,5870,4,54,83,590,26,295,120,205
"166",19,5860,6,39,90,400,19,285,120,206
"167",13,5880,5,43,90,580,9,307,80,207
"168",30,5870,7,55,93,646,25,318,140,208
"169",26,5860,4,77,88,826,41,291,140,209
"170",15,5830,5,63,72,823,52,236,150,210
"171",16,5820,5,65,72,2116,47,213,120,211
"172",16,5820,8,64,70,2972,52,180,120,212
"173",19,5860,6,68,78,2752,41,211,140,213
"174",23,5870,3,76,87,1377,37,258,100,214
"175",28,5890,6,71,91,1486,33,266,50,215
"176",34,5900,6,86,87,990,22,295,40,216
"177",33,5890,5,65,91,508,29,296,100,217
"178",24,5910,4,73,88,1204,56,266,100,219
"179",17,5900,5,69,83,2414,63,247,60,220
"180",10,5860,3,64,78,2385,67,213,50,221
"181",14,5830,3,63,79,2326,64,218,70,222
"182",13,5850,9,72,77,3389,56,204,80,223
"183",17,5830,6,82,81,2818,58,221,80,224
"184",22,5810,8,69,76,2394,54,209,90,226
"185",19,5830,4,74,78,2746,61,208,120,227
"186",20,5830,5,69,75,2493,55,225,120,228
"187",25,5840,7,72,82,1528,42,233,100,229
"188",28,5870,6,73,84,111,40,256,60,230
"189",29,5870,4,90,86,1899,45,247,40,231
"190",23,5860,3,80,80,1289,32,240,40,233
"191",26,5900,3,73,80,984,35,260,70,234
"192",14,5890,4,71,84,836,28,275,80,235
"193",13,5880,4,78,84,826,27,263,80,236
"194",26,5890,6,80,81,1105,39,234,80,237
"195",22,5870,8,74,85,1023,46,251,80,238
"196",14,5820,6,63,73,2956,46,196,120,241
"197",13,5780,6,57,72,2988,56,187,150,241
"198",9,5770,3,55,68,4291,60,168,200,242
"199",12,5790,4,65,65,3330,59,148,150,243
"200",14,5840,7,65,79,1233,30,214,100,249
"201",24,5910,5,72,81,1069,28,235,80,251
"202",19,5890,5,79,80,984,57,230,70,252
"203",16,5870,6,62,76,1653,71,204,60,253
"204",7,5780,7,65,59,3930,68,151,150,254
"205",2,5730,5,77,55,5000,73,109,200,255
"206",4,5780,7,70,66,5000,45,107,200,256
"207",6,5750,7,58,64,4212,46,138,200,257
"208",12,5760,5,58,62,5000,52,99,250,258
"209",9,5730,7,72,67,5000,31,141,300,259
"210",15,5730,5,77,74,1545,43,187,70,260
"211",17,5790,4,57,74,994,44,209,300,261
"212",13,5750,3,67,70,1125,55,200,150,262
"213",20,5880,3,73,77,636,16,233,300,263
"214",22,5890,7,70,83,748,32,250,30,264
"215",24,5880,4,73,81,692,44,254,100,265
"216",26,5870,7,73,73,807,39,260,100,266
"217",32,5900,6,71,87,869,19,261,17,267
"218",33,5920,4,77,89,800,24,298,20,268
"219",27,5930,3,68,92,393,6,332,4,269
"220",38,5950,5,62,92,557,0,326,70,270
"221",23,5950,8,61,93,620,27,298,30,271
"222",19,5900,5,71,93,1404,33,293,70,271
"223",19,5890,8,77,86,898,21,270,60,272
"224",15,5860,7,71,76,377,-2,285,40,273
"225",28,5840,5,67,81,528,17,260,50,274
"226",10,5800,6,74,78,2818,26,226,70,275
"227",14,5760,7,65,73,3247,10,196,140,276
"228",26,5810,6,82,80,895,0,256,100,277
"229",17,5850,4,67,81,721,0,268,120,278
"230",3,5760,7,87,52,5000,39,110,150,281
"231",14,5860,4,71,63,1965,13,161,50,282
"232",29,5830,5,77,72,1853,10,216,70,283
"233",18,5840,5,78,75,2342,7,219,40,284
"234",3,5800,7,72,55,5000,56,109,70,285
"235",9,5790,3,71,61,4028,35,128,140,287
"236",19,5830,5,71,71,2716,26,176,140,288
"237",8,5810,5,76,71,3671,31,188,100,289
"238",23,5780,6,76,72,3795,31,194,70,291
"239",13,5800,6,73,75,3120,35,194,40,292
"240",7,5800,5,80,65,2667,17,175,100,294
"241",3,5780,9,73,61,5000,39,115,120,295
"242",5,5790,8,80,60,5000,36,94,120,296
"243",11,5770,5,75,64,308,25,204,140,297
"244",12,5750,4,68,61,2982,18,155,120,298
"245",5,5640,5,93,63,5000,30,115,70,299
"246",4,5640,7,57,62,5000,25,107,150,300
"247",5,5650,3,70,59,5000,38,87,200,301
"248",4,5710,6,65,56,5000,35,88,200,302
"249",10,5760,6,66,59,3070,13,156,200,303
"250",17,5840,4,73,72,830,0,223,70,304
"251",26,5880,3,77,71,711,-9,242,40,305
"252",30,5890,5,80,75,1049,-10,261,50,306
"253",18,5890,4,73,71,511,-39,288,17,307
"254",12,5890,5,19,71,5000,-40,198,80,308
"255",7,5890,6,19,73,5000,-34,208,250,309
"256",15,5850,3,73,78,377,-3,260,200,310
"257",12,5830,5,76,73,862,27,231,2,311
"258",7,5830,8,77,71,337,-17,273,20,312
"259",28,5860,5,86,73,492,-2,279,7,313
"260",22,5830,5,76,71,1394,13,239,30,314
"261",18,5800,7,66,66,3146,27,178,50,315
"262",14,5830,4,74,69,2234,11,193,70,316
"263",24,5790,5,71,69,2109,21,209,17,317
"264",10,5730,4,84,64,5000,23,125,80,318
"265",14,5780,5,74,65,2270,-7,205,50,319
"266",9,5740,7,48,54,2191,-13,204,60,320
"267",12,5710,8,75,62,3448,12,148,60,321
"268",7,5690,6,74,56,5000,13,94,80,322
"269",7,5670,4,67,55,5000,11,97,50,323
"270",6,5760,4,75,58,2719,25,138,50,324
"271",13,5820,5,71,48,1899,21,167,40,325
"272",5,5790,3,35,54,5000,-41,114,40,326
"273",3,5760,5,23,57,5000,-21,105,300,327
"274",7,5800,6,19,60,5000,-19,124,200,328
"275",8,5810,7,59,61,2385,10,158,150,329
"276",10,5750,4,60,63,1938,0,170,100,330
"277",12,5840,0,38,65,590,-11,211,100,331
"278",6,5920,3,22,71,328,-40,270,150,333
"279",5,5860,7,19,70,5000,-29,165,300,335
"280",20,5840,0,45,68,597,-22,231,30,337
"281",14,5810,2,47,69,469,-4,221,50,339
"282",16,5770,2,73,59,1541,18,173,20,340
"283",5,5710,4,67,49,5000,24,55,200,341
"284",3,5500,9,56,39,5000,15,54,120,342
"285",5,5660,3,54,50,5000,27,70,300,343
"286",1,5700,3,71,46,5000,54,60,200,344
"287",5,5810,5,59,54,5000,-28,120,70,345
"288",4,5860,0,25,60,5000,-38,175,140,346
"289",11,5900,0,24,62,5000,-36,156,150,347
"290",6,5850,5,41,65,2014,-20,211,200,348
"291",8,5780,3,50,66,436,1,213,4,349
"292",14,5790,0,76,66,830,3,189,40,350
"293",18,5780,2,82,63,1112,-8,191,30,351
"294",12,5770,2,81,62,1210,-17,199,30,352
"295",9,5750,2,85,60,501,-22,216,2,353
"296",7,5780,5,76,63,875,-15,205,0,354
"297",14,5790,5,66,60,1601,7,167,30,355
"298",4,5750,6,58,58,5000,59,55,60,356
"299",3,5670,8,19,34,5000,-63,28,150,357
"300",3,5760,0,19,36,5000,-52,50,100,358
"301",3,5770,4,19,44,2280,-54,132,250,359
"302",3,5810,2,19,53,2047,-43,175,150,360
"303",3,5810,2,19,52,5000,-69,136,200,361
"304",3,5870,3,19,53,3720,-50,163,200,362
"305",3,5830,2,27,58,311,-24,211,200,363
"306",6,5760,0,64,55,2536,28,136,80,364
"307",6,5680,0,52,50,1154,-22,164,60,365
"308",5,5780,4,19,48,2933,-40,155,300,366
"309",3,5810,3,19,51,3064,-33,171,200,367
"310",4,5760,0,32,62,826,-16,182,300,368
"311",7,5680,0,58,40,5000,2,61,50,369
"312",5,5750,0,26,44,111,-52,201,40,370
"313",5,5790,5,19,49,5000,-48,126,70,371
"314",4,5770,3,19,53,5000,-37,131,150,372
"315",3,5750,0,19,53,5000,-26,106,150,373
"316",2,5720,0,19,53,5000,-31,108,70,374
"317",5,5760,3,19,55,948,-48,215,200,375
"318",3,5780,0,19,51,5000,-50,105,120,376
"319",4,5660,4,19,54,5000,-22,92,150,377
"320",4,5610,2,58,48,3687,-10,83,150,378
"321",6,5640,0,51,53,5000,0,68,60,379
"322",6,5680,3,52,49,5000,-19,76,70,380
"323",3,5650,5,19,48,5000,-28,74,150,381
"324",4,5710,4,19,51,5000,-25,91,300,382
"325",3,5680,4,57,47,508,-10,148,100,383
"326",8,5630,4,50,50,2851,-5,100,70,384
"327",2,5730,3,53,51,111,-14,225,200,387
"328",3,5690,3,23,51,5000,-36,107,70,388
"329",5,5650,3,61,50,3704,18,83,40,389
"330",1,5550,4,85,39,5000,8,44,100,390
Datasets/ozone.data 0 → 100644
ozone radiation temperature wind
41 190 67 7.4
36 118 72 8
12 149 74 12.6
18 313 62 11.5
23 299 65 8.6
19 99 59 13.8
8 19 61 20.1
16 256 69 9.7
11 290 66 9.2
14 274 68 10.9
18 65 58 13.2
14 334 64 11.5
34 307 66 12
6 78 57 18.4
30 322 68 11.5
11 44 62 9.7
1 8 59 9.7
11 320 73 16.6
4 25 61 9.7
32 92 61 12
23 13 67 12
45 252 81 14.9
115 223 79 5.7
37 279 76 7.4
29 127 82 9.7
71 291 90 13.8
39 323 87 11.5
23 148 82 8
21 191 77 14.9
37 284 72 20.7
20 37 65 9.2
12 120 73 11.5
13 137 76 10.3
135 269 84 4
49 248 85 9.2
32 236 81 9.2
64 175 83 4.6
40 314 83 10.9
77 276 88 5.1
97 267 92 6.3
97 272 92 5.7
85 175 89 7.4
10 264 73 14.3
27 175 81 14.9
7 48 80 14.3
48 260 81 6.9
35 274 82 10.3
61 285 84 6.3
79 187 87 5.1
63 220 85 11.5
16 7 74 6.9
80 294 86 8.6
108 223 85 8
20 81 82 8.6
52 82 86 12
82 213 88 7.4
50 275 86 7.4
64 253 83 7.4
59 254 81 9.2
39 83 81 6.9
9 24 81 13.8
16 77 82 7.4
122 255 89 4
89 229 90 10.3
110 207 90 8
44 192 86 11.5
28 273 82 11.5
65 157 80 9.7
22 71 77 10.3
59 51 79 6.3
23 115 76 7.4
31 244 78 10.9
44 190 78 10.3
21 259 77 15.5
9 36 72 14.3
45 212 79 9.7
168 238 81 3.4
73 215 86 8
76 203 97 9.7
118 225 94 2.3
84 237 96 6.3
85 188 94 6.3
95.9999999999999 167 91 6.9
78 197 92 5.1
73 183 93 2.8
91 189 93 4.6
47 95 87 7.4
32 92 84 15.5
20 252 80 10.9
23 220 78 10.3
21 230 75 10.9
24 259 73 9.7
44 236 81 14.9
21 259 76 15.5
28 238 77 6.3
9 24 71 10.9
13 112 71 11.5
46 237 78 6.9
18 224 67 13.8
13 27 76 10.3
24 238 68 10.3
16 201 82 8
13 238 64 12.6
23 14 71 9.2
36 139 81 10.3
7 49 69 10.3
14 20 63 16.6
30 193 70 6.9
14 191 75 14.3
18 131 76 8
20 223 68 11.5
Datasets/rmarkdownd_template.Rmd deleted 100644 → 0
---
title: "Work and fun in Data Science Dojo"
author: your name
date:
output:
pdf_document:
toc: true
---
[linked phrase](http://datasciencedojo.com/)
# My story of Titanic tragedy
## Obtain the data
<!-- You may want to load data here -->
## Overview of the data
<!-- You may want to do the preliminary exploration of the data, using str(), summary(), head(), class(), etc. -->
<!-- Also write down your feelings of the data -->
## Modification of the original data
<!-- You can revise the data you got. -->
<!-- For example: if you feel the feature Survived should better to be a factor, you can do something like: titanic$Survived = factor(titanic$Survived, labels=c("died", "survived")) -->
## First plot of Titanic data
<!-- Make your first plot of Titanic data, and write down what you see from the plot. -->
<!-- Feel free to revise the headers to make this storybook nicer. -->
## Second plot of Titanic data
<!-- Make the 2nd, 3rd, 4th plots from here. Doesn't need to be a lot, but try to make every single one telling. -->
## Your summary of the Titanic data (story of Titanic tragedy)
* First...
* Second...
* Third...
* Fourth...
# Another course in Data Science Dojo
<!-- Keep adding your note, code and thoughts during the bootcamp! -->
# Another course in Data Science Dojo
# Important contacts in DSD bootcamp
* Raja Iqbal (Instructor)
[email protected]
* Jasmine Wilkerson (Instructor)
[email protected]
* Phuc Duong (Instructor)
[email protected]
* Yuhui Zhang (Instructor)
[email protected]
* Lisa Nicholson
[email protected]
Datasets/slideSourceFile.Rmd deleted 100644 → 0
---
title: "Data Exploration, Visualization, and Feature Engineering using R"
author: "Yuhui Zhang, and Raja Iqbal"
mode: standalone
output: pdf_document
framework: flowtime
url:
lib: /home/yuhui/Copy/YDSDojo/bootcamp/slidify/slidifyExamples/libraries
---
<!-- no space between code and its results -->
```{r, echo=FALSE}
library(knitr)
hook1 <- function(x){ gsub("```\n*```r*\n*", "", x) }
hook2 <- function(x){ gsub("```\n+```\n", "", x) }
## knit_hooks$set(document = hook2)
```
# Basic plotting systems
1. Base graphics: constructed piecemeal. Conceptually simpler and allows plotting to mirror the thought process.
2. Lattice graphics: entire plots created in a simple function call.
3. ggplot2 graphics: an implementation of the Grammar of Graphics by Leland Wikinson. Combines concepts from both base and lattice graphics. (Need to install ggplot2 library)
4. Fancier and more telling ones.
A list of interactive visualization in R can be found at: http://ouzor.github.io/blog/2014/11/21/interactive-visualizations.html
---
## Base plotting system
```{r, fig.width=6, fig.height=5}
library(datasets)
## scatter plot
plot(x = airquality$Temp, y = airquality$Ozone)
```
***
## Base plotting system
```{r, fig.width=15, fig.height=4.5}
## par() function is used to specify global graphics parameters that affect all plots in an R session.
## Type ?par to see all parameters
par(mfrow = c(1, 2), mar = c(4, 4, 2, 1), oma = c(0, 0, 2, 0))
with(airquality, {
plot(Wind, Ozone, main="Ozone and Wind")
plot(Temp, Ozone, main="Ozone and Temperature")
mtext("Ozone and Weather in New York City", outer=TRUE)})
```
***
## Plotting functions (high level)
<img src="drawDraft.jpg", style="float:right;width:300px;height:190px"">
**PHASE ONE: Mount a canvas panel on the easel, and draw the draft.** (Initialize a plot.)
* plot(): one of the most frequently used plotting functions in R.
* boxplot(): a boxplot show the distribution of a vector. It is very useful to example the distribution of different variables.
* barplot(): create a bar plot with vertical or horizontal bars.
* hist(): compute a histogram of the given data values.
* pie(): draw a pie chart.
Remember to use ?plot or str(plot), etc. to check the arguments when you want to make more personalized plots. A tutorial of base plotting system with more details: http://bcb.dfci.harvard.edu/~aedin/courses/BiocDec2011/2.Plotting.pdf
***
## Plotting functions (low level)
<img src="drawDetails.png", style="float:right;width:300px;height:220px"">
**PHASE TWO: Add more details on your canvas, and make an artwork.** (Add more on an existing plot.)
* lines: adds liens to a plot, given a vector of x values and corresponding vector of y values
* points: adds a point to the plot
* text: add text labels to a plot using specified x,y coordinates
* title: add annotations to x,y axis labels, title, subtitles, outer margin
* mtext: add arbitrary text to margins (inner or outer) of plot
* axis: specify axis ticks
***
## Save your artwork
<img src="saveArtwork.jpg", style="float:right;width:300px;height:220px"">
R can generate graphics (of varying levels of quality) on almost any type of display or printing device. Like:
* postscript(): for printing on PostScript printers, or creating PostScript graphics files.
* pdf(): produces a PDF file, which can also be included into PDF files.
* jpeg(): produces a bitmap JPEG file, best used for image plots.
help(Devices) for a list of them all. Simple example:
```{r}
## png(filename = 'plot1.png', width = 480, height = 480, units = 'px')
## plot(x, y)
## dev.off()
```
***
## Example: boxplot and hitogram
<img src="quantile.gif", style="width:350px;height:175px;float:right">
```{r, fig.width=8, fig.height=4.5}
## the layout
par(mfrow = c(2, 1), mar = c(2, 0, 2, 0), oma = c(0, 0, 0, 0))
## histogram at the top
hist(airquality$Ozone, breaks=12, main = "Histogram of Ozone")
## box plot below for comparison
boxplot(airquality$Ozone, horizontal=TRUE, main = "Box plot of Ozone")
```
---
## Lattice plotting system
```{r, fig.width=15, fig.height=4.5}
library(lattice) # need to load the lattice library
set.seed(10) # set the seed so our plots are the same
x <- rnorm(100)
f <- rep(1:4, each = 25) # first 25 elements are 1, second 25 elements are 2, ...
y <- x + f - f * x+ rnorm(100, sd = 0.5)
f <- factor(f, labels = c("Group 1", "Group 2", "Group 3", "Group 4"))
# first 25 elements are in Group 1, second 25 elements are in Group 2, ...
xyplot(y ~ x | f)
```
***
## Lattice plotting system
Want more on the plot? Customize the panel funciton:
```{r, fig.keep = 'none'}
xyplot(y ~ x | f, panel = function(x, y, ...) {
# call the default panel function for xyplot
panel.xyplot(x, y, ...)
# adds a horizontal line at the median
panel.abline(h = median(y), lty = 2)
# overlays a simple linear regression line
panel.lmline(x, y, col = 2)
})
```
***
## Lattice plotting system
```{r, echo=FALSE}
xyplot(y ~ x | f, panel = function(x, y, ...) {
# call the default panel function for xyplot
panel.xyplot(x, y, ...)
# adds a horizontal line at the median
panel.abline(h = median(y), lty = 2)
# overlays a simple linear regression line
panel.lmline(x, y, col = 2)
})
```
***
## Lattice plotting system
Plotting functions
* xyplot(): main function for creating scatterplots
* bwplot(): box and whiskers plots (box plots)
* histogram(): histograms
* stripplot(): box plot with actual points
* dotplot(): plot dots on "violin strings"
* splom(): scatterplot matrix (like pairs() in base plotting system)
* levelplot()/contourplot(): plotting image data
***
## Very useful when we want a lot...
```{r}
pairs(iris) ## iris is a data set in R
```
---
## ggplot2
* An implementation of the Grammar of Graphics by Leland Wikinson
* Written by Hadley Wickham (while he was a graduate student as lowa State)
* A "third" graphics system for R (along with base and lattice)
Available from CRAN via install.packages()
web site: http://ggplot2.org (better documentation)
* Grammar of graphics represents the abstraction of graphics ideas/objects
Think "verb", "noun", "adjective" for graphics
"Shorten" the distance from mind to page
* Two main functions:
**qplot()** hides what goes on underneath, which is okay for most operations
**ggplot()** is the core function and very flexible for doing this qplot() cannot do
***
## qplot function
The qplot() function is the analog to plot() but with many build-in features
Syntax somewhere in between base/lattice
Difficult to be customized (don't bother, use full ggplot2 power in that case)
```{r, fig.width=8, fig.height=3}
library(ggplot2) ## need to install and load this library
qplot(displ, hwy, data = mpg, facets = .~drv)
```
***
## ggplot function
When building plots in ggplot2 (ggplot, rather than using qplot)
The "artist's palette" model may be the closest analogy
Plots are built up in layers
* Step I: Input the data
**noun**: the data
```{r}
library(ggplot2) ## need to install and load this library
g <- ggplot(iris, aes(Sepal.Length, Sepal.Width)) ## this would not show you add plot
```
***
## ggplot function
* Step II: Add layers
**adjective**: describe the type of plot you will produce.
```{r, fig.width=12, fig.height=4.5}
g + geom_point() + geom_smooth(method = "lm") + facet_grid(. ~ Species)
```
***
## ggplot function
* Step III: Add metadata and annotation
**adjective**: control the mapping between data and aesthetics.
```{r, fig.width=12, fig.height=4.5}
g <- g + geom_point() + geom_smooth(method = "lm") + facet_grid(. ~ Species)
g + ggtitle("Sepal length vs. width for different species") + theme_bw() ## verb
```
***
## Great documentation
Great **documentation** of ggplot with all functions in **step II** and **III** and demos:
http://docs.ggplot2.org/current/
---
# Titanic tragedy data
<img src="Titanic.jpg", style="width:791px;height:509px"">
---
## Reading RAW training data
* Download the data set "Titanic_train.csv" from
https://raw.githubusercontent.com/datasciencedojo/datasets/master/Titanic_train.csv
* Set working directory of R to the directory of the file using setwd()
```{r}
titanic = read.csv('Titanic_train.csv')
```
***
## Look at the first few rows
What would be some good features to consider here?
```{r}
options(width = 110)
head(titanic)
```
***
## What is the data type of each column?
```{r}
sapply(titanic,class)
```
***
## Converting class label to a factor
```{r}
titanic$Survived = factor(titanic$Survived, labels=c("died", "survived"))
titanic$Embarked = factor(titanic$Embarked, labels=c("unkown", "Cherbourg", "Queenstown", "Southampton"))
sapply(titanic,class)
str(titanic$Survived)
str(titanic$Sex)
```
---
## Class distribution - PIE Charts
```{r, fig.width=3, fig.height=3}
survivedTable = table(titanic$Survived)
survivedTable
par(mar = c(0, 0, 0, 0), oma = c(0, 0, 0, 0))
pie(survivedTable,labels=c("Died","Survived"))
```
***
## Is Sex a good predictor?
<!-- plotting area: http://research.stowers-institute.org/mcm/efg/R/Graphics/Basics/mar-oma/index.htm -->
```{r, fig.width=14, fig.height=4.5}
male = titanic[titanic$Sex=="male",]
female = titanic[titanic$Sex=="female",]
par(mfrow = c(1, 2), mar = c(0, 0, 2, 0), oma = c(0, 1, 0, 1))
pie(table(male$Survived),labels=c("Dead","Survived"), main="Survival Portion Among Men")
pie(table(female$Survived),labels=c("Dead","Survived"), main="Survival Portion Among Women")
```
---
## Is Age a good predictor?
```{r}
Age <- titanic$Age; summary(Age)
```
How about summary segmented by **survival**
```{r}
summary(titanic[titanic$Survived=="died",]$Age)
summary(titanic[titanic$Survived=="survived",]$Age)
```
***
## Age distribution by Survival and Sex
```{r, fig.width=14, fig.height=6}
par(mfrow = c(1, 2), mar = c(4, 4, 2, 2), oma = c(1, 1, 1, 1))
boxplot(titanic$Age~titanic$Sex, main="Age Distribution By Gender",col=c("red","green"))
boxplot(titanic$Age~titanic$Survived, main="Age Distribution By Survival",col=c("red","green"),
xlab="0:Died 1:Survived",ylab="Age")
```
***
## Histogram of Age
```{r, fig.width=6, fig.height=6}
hist(Age, col="blue", xlab="Age", ylab="Frequency",
main = "Distribution of Passenger Ages on Titanic")
```
***
## Kernel density plot of age
```{r, fig.width=6, fig.height=5.5}
d = density(na.omit(Age)) # density(Age) won't work, need to omit all NAs
plot(d, main = "kernel density of Ages of Titanic Passengers")
polygon(d, col="red", border="blue")
```
***
## Comparison of density plots of Age with different Sex
```{r, echo=FALSE}
titanic_na_removed = na.omit(titanic)
library(sm) # reference package, may need you to install sm library first
sm.density.compare(titanic_na_removed$Age, titanic_na_removed$Sex,xlab="Age of Passenger")
title(main="Kernel Density Plot of Ages By Sex")
colfill<-c(2:(2+ length(levels(titanic_na_removed$Sex))))
legend("topright", legend=levels(titanic_na_removed$Sex), fill=colfill)
```
***
## Did Age have an impact on survival?
```{r, echo=FALSE, fig.width=23, fig.height=8}
library(sm) # reference package, may need you to install sm library first
par(mfrow = c(1, 3), mar = c(4, 4, 5, 2), oma = c(1, 1, 2, 1))
plot(d, main = "kernel density of Ages of Titanic Passengers", cex.main=3)
polygon(d, col="red", border="blue")
sm.density.compare(titanic_na_removed$Age, titanic_na_removed$Sex,xlab="Age of Passenger")
title(main="Kernel Density Plot of Ages By Sex", cex.main=3)
colfill<-c(2:(2+ length(levels(titanic_na_removed$Sex))))
legend("topright", legend=levels(titanic_na_removed$Sex), fill=colfill)
sm.density.compare(titanic_na_removed$Age, titanic_na_removed$Survived,xlab="Age of Passenger")
title(main="Kernel Density Plot of Ages By Survival", cex.main=3)
colfill<-c(2:(2+ length(levels(titanic_na_removed$Survived))))
legend("topright", legend=levels(titanic_na_removed$Survived), fill=colfill)
```
***
## Create categorical groupings: Adult vs Child
An example of **feature engineering**!
```{r}
## Multi dimensional comparison
Child <- titanic$Age # Isolating age.
## Now we need to create categories: NA = Unknown, 1 = Child, 2 = Adult
## Every age below 13 (exclusive) is classified into age group 1
Child[Child<13] <- 1
## Every child 13 or above is classified into age group 2
Child[Child>=13] <- 2
```
```{r}
# Use labels instead of 0's and 1's
Child[Child==1] <- "Child"
Child[Child==2] <- "Adult"
# Appends the new column to the titanic dataset
titanic_with_child_column <- cbind(titanic, Child)
# Removes rows where age is NA
titanic_with_child_column <- titanic_with_child_column[!is.na(titanic_with_child_column$Child),]
```
---
## Fare matters?
```{r, echo=FALSE, fig.width=8, fig.height=6.5}
library(ggplot2)
ggplot(titanic_with_child_column, aes(y=Fare, x=Survived)) + geom_boxplot() + facet_grid(Sex~Child)
## Plot may differ depending # on your definition of a child
```
***
## How about fare, ship class, port embarkation?
```{r, echo=FALSE, fig.width=17, fig.height=5}
library(ggplot2)
titanic$Pclass = as.factor(titanic$Pclass)
ggplot(titanic, aes(y=Fare, x=Pclass)) + geom_boxplot() + facet_grid(~Embarked)
```
---
# Diamond data
<img src="Diamond.jpg", style="width:791px;height:509px"">
---
## Overview of the diamond data
```{r}
data(diamonds) # loading diamonds data set
head(diamonds, 16) # first few rows of diamond data set
```
***
## Histogram of carat
```{r, fig.width=8, fig.height=5}
library(ggplot2)
ggplot(data=diamonds) + geom_histogram(aes(x=carat))
```
***
## Density plot of carat
```{r, fig.width=8, fig.height=5}
ggplot(data=diamonds) +
geom_density(aes(x=carat),fill="gray50")
```
***
## Scatter plots (carat vs. price)
```{r, fig.width=9, fig.height=6}
ggplot(diamonds, aes(x=carat,y=price)) + geom_point()
```
***
## Carat with colors
```{r, fig.width=9, fig.height=6}
g = ggplot(diamonds, aes(x=carat, y=price)) # saving first layer as variable
g + geom_point(aes(color=color)) # rendering first layer and adding another layer
```
***
## Carat with colors (more details)
```{r, fig.width=10, fig.height=7}
g + geom_point(aes(color=color)) + facet_wrap(~color)
```
***
## Let's consider cut and clarity
```{r, fig.width=15, fig.height=8, echo=FALSE}
g + geom_point(aes(color=color)) + facet_grid(cut~clarity)
```
***
## Your trun!
What is your knowledge of diamond's price after exploring this data?
<img src="DiamondExport.jpg", style="width:568px;height:392px"">
---
# Interactive visualization in R - rCharts
* What is rCharts?
Is an R package to create, customize and publish interactive javascript visualizations from R using a familiar lattice style plotting interface.
* What rCharts can make and how?
Quick start at: http://ramnathv.github.io/rCharts/
* A list of interactive visualization in R can be found at:
http://ouzor.github.io/blog/2014/11/21/interactive-visualizations.html
---
# Tell your story - R Markdown
* R Markdown is an authoring format that enables easy creation of dynamic documents, presentations, and reports from R.
* It combines the core syntax of markdown (an easy-to-write plain text format) with embedded R code chunks that are run so their output can be included in the final document.
* Many available output formats including HTML, PDF, and MS Word
* **Installation**
Use RStudio: already installed
Outside of RStudio: install.packages("rmarkdown"). A recent version of pandoc (>= 1.12.3) is also required. See https://github.com/rstudio/rmarkdown/blob/master/PANDOC.MD to install it.
***
## Check out Markdown first
> Markdown is a markup language with plain text formatting syntax designed so that it can be converted to HTML and many other formats using a tool by the same name.
One minute you get the point, and always check the cheat sheets
https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet#lists
***
## Then, R Markdown sample code
Download the template:
https://github.com/datasciencedojo/datasets/blob/master/rmarkdownd_template.Rmd
## R Markdown
* YAML header
* Edit Markdown, and R chunks
* Run!
RStudio: knitr button
Command line: render("file.Rmd")
Cheat sheet of rmarkdown:
http://www.rstudio.com/wp-content/uploads/2015/02/rmarkdown-cheatsheet.pdf
---
# Present your story of Titanic!
Use
* Titanic data
* Plotting functions in R
* R Markdown template
* **The heart of data explorer**
to write your story of Titanic...
***
## Hope this is inspiring :)
[Titanic](https://vimeo.com/21941048)
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