├── AirPassengers.csv ├── Automobile_data.csv ├── AveargeTemp.csv ├── BEML.csv ├── Banking.csv ├── Boston.csv ├── Cars.csv ├── Churn_Modelling.csv ├── Classification.csv ├── Client.csv ├── DailyTemp.csv ├── GLAXO.csv ├── Hamspam.csv ├── Iris.csv ├── Isolation_data.csv ├── Mall_Customers.csv ├── Mall_Data.csv ├── Mobile_price_range.csv ├── Movie.csv ├── NewspaperData.csv ├── Pima.csv ├── Regression.csv ├── Regularization.csv ├── Salaries.csv ├── Social_Network_Ads.csv ├── Supermarket.csv ├── Titanic.csv ├── Universities.xlsx ├── WC_AT.csv ├── Wholesale customers data.csv ├── Wholesale.csv ├── Wine.csv ├── apple.txt ├── aug_train.csv ├── bank_churn.csv ├── cars.csv ├── chi2.csv ├── clustering.csv ├── daily-minimum-temperatures.csv ├── data_clean.csv ├── diabetes.csv ├── fetal_health.csv ├── footfalls.csv ├── glass.csv ├── nba.csv ├── sales.csv ├── sample_chi2.csv ├── sample_data.csv ├── t-sne.csv └── wine-clustering.csv /AirPassengers.csv: -------------------------------------------------------------------------------- 1 | Month,Passengers 2 | 1949-01,112 3 | 1949-02,118 4 | 1949-03,132 5 | 1949-04,129 6 | 1949-05,121 7 | 1949-06,135 8 | 1949-07,148 9 | 1949-08,148 10 | 1949-09,136 11 | 1949-10,119 12 | 1949-11,104 13 | 1949-12,118 14 | 1950-01,115 15 | 1950-02,126 16 | 1950-03,141 17 | 1950-04,135 18 | 1950-05,125 19 | 1950-06,149 20 | 1950-07,170 21 | 1950-08,170 22 | 1950-09,158 23 | 1950-10,133 24 | 1950-11,114 25 | 1950-12,140 26 | 1951-01,145 27 | 1951-02,150 28 | 1951-03,178 29 | 1951-04,163 30 | 1951-05,172 31 | 1951-06,178 32 | 1951-07,199 33 | 1951-08,199 34 | 1951-09,184 35 | 1951-10,162 36 | 1951-11,146 37 | 1951-12,166 38 | 1952-01,171 39 | 1952-02,180 40 | 1952-03,193 41 | 1952-04,181 42 | 1952-05,183 43 | 1952-06,218 44 | 1952-07,230 45 | 1952-08,242 46 | 1952-09,209 47 | 1952-10,191 48 | 1952-11,172 49 | 1952-12,194 50 | 1953-01,196 51 | 1953-02,196 52 | 1953-03,236 53 | 1953-04,235 54 | 1953-05,229 55 | 1953-06,243 56 | 1953-07,264 57 | 1953-08,272 58 | 1953-09,237 59 | 1953-10,211 60 | 1953-11,180 61 | 1953-12,201 62 | 1954-01,204 63 | 1954-02,188 64 | 1954-03,235 65 | 1954-04,227 66 | 1954-05,234 67 | 1954-06,264 68 | 1954-07,302 69 | 1954-08,293 70 | 1954-09,259 71 | 1954-10,229 72 | 1954-11,203 73 | 1954-12,229 74 | 1955-01,242 75 | 1955-02,233 76 | 1955-03,267 77 | 1955-04,269 78 | 1955-05,270 79 | 1955-06,315 80 | 1955-07,364 81 | 1955-08,347 82 | 1955-09,312 83 | 1955-10,274 84 | 1955-11,237 85 | 1955-12,278 86 | 1956-01,284 87 | 1956-02,277 88 | 1956-03,317 89 | 1956-04,313 90 | 1956-05,318 91 | 1956-06,374 92 | 1956-07,413 93 | 1956-08,405 94 | 1956-09,355 95 | 1956-10,306 96 | 1956-11,271 97 | 1956-12,306 98 | 1957-01,315 99 | 1957-02,301 100 | 1957-03,356 101 | 1957-04,348 102 | 1957-05,355 103 | 1957-06,422 104 | 1957-07,465 105 | 1957-08,467 106 | 1957-09,404 107 | 1957-10,347 108 | 1957-11,305 109 | 1957-12,336 110 | 1958-01,340 111 | 1958-02,318 112 | 1958-03,362 113 | 1958-04,348 114 | 1958-05,363 115 | 1958-06,435 116 | 1958-07,491 117 | 1958-08,505 118 | 1958-09,404 119 | 1958-10,359 120 | 1958-11,310 121 | 1958-12,337 122 | 1959-01,360 123 | 1959-02,342 124 | 1959-03,406 125 | 1959-04,396 126 | 1959-05,420 127 | 1959-06,472 128 | 1959-07,548 129 | 1959-08,559 130 | 1959-09,463 131 | 1959-10,407 132 | 1959-11,362 133 | 1959-12,405 134 | 1960-01,417 135 | 1960-02,391 136 | 1960-03,419 137 | 1960-04,461 138 | 1960-05,472 139 | 1960-06,535 140 | 1960-07,622 141 | 1960-08,606 142 | 1960-09,508 143 | 1960-10,461 144 | 1960-11,390 145 | 1960-12,432 146 | -------------------------------------------------------------------------------- /Automobile_data.csv: -------------------------------------------------------------------------------- 1 | symboling,normalized-losses,make,fuel-type,aspiration,num-of-doors,body-style,drive-wheels,engine-location,wheel-base,length,width,height,curb-weight,engine-type,num-of-cylinders,engine-size,fuel-system,bore,stroke,compression-ratio,horsepower,peak-rpm,city-mpg,highway-mpg,price 2 | 3,?,alfa-romero,gas,std,two,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9,111,5000,21,27,13495 3 | 3,?,alfa-romero,gas,std,two,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9,111,5000,21,27,16500 4 | 1,?,alfa-romero,gas,std,two,hatchback,rwd,front,94.5,171.2,65.5,52.4,2823,ohcv,six,152,mpfi,2.68,3.47,9,154,5000,19,26,16500 5 | 2,164,audi,gas,std,four,sedan,fwd,front,99.8,176.6,66.2,54.3,2337,ohc,four,109,mpfi,3.19,3.4,10,102,5500,24,30,13950 6 | 2,164,audi,gas,std,four,sedan,4wd,front,99.4,176.6,66.4,54.3,2824,ohc,five,136,mpfi,3.19,3.4,8,115,5500,18,22,17450 7 | 2,?,audi,gas,std,two,sedan,fwd,front,99.8,177.3,66.3,53.1,2507,ohc,five,136,mpfi,3.19,3.4,8.5,110,5500,19,25,15250 8 | 1,158,audi,gas,std,four,sedan,fwd,front,105.8,192.7,71.4,55.7,2844,ohc,five,136,mpfi,3.19,3.4,8.5,110,5500,19,25,17710 9 | 1,?,audi,gas,std,four,wagon,fwd,front,105.8,192.7,71.4,55.7,2954,ohc,five,136,mpfi,3.19,3.4,8.5,110,5500,19,25,18920 10 | 1,158,audi,gas,turbo,four,sedan,fwd,front,105.8,192.7,71.4,55.9,3086,ohc,five,131,mpfi,3.13,3.4,8.3,140,5500,17,20,23875 11 | 0,?,audi,gas,turbo,two,hatchback,4wd,front,99.5,178.2,67.9,52,3053,ohc,five,131,mpfi,3.13,3.4,7,160,5500,16,22,? 12 | 2,192,bmw,gas,std,two,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,four,108,mpfi,3.5,2.8,8.8,101,5800,23,29,16430 13 | 0,192,bmw,gas,std,four,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,four,108,mpfi,3.5,2.8,8.8,101,5800,23,29,16925 14 | 0,188,bmw,gas,std,two,sedan,rwd,front,101.2,176.8,64.8,54.3,2710,ohc,six,164,mpfi,3.31,3.19,9,121,4250,21,28,20970 15 | 0,188,bmw,gas,std,four,sedan,rwd,front,101.2,176.8,64.8,54.3,2765,ohc,six,164,mpfi,3.31,3.19,9,121,4250,21,28,21105 16 | 1,?,bmw,gas,std,four,sedan,rwd,front,103.5,189,66.9,55.7,3055,ohc,six,164,mpfi,3.31,3.19,9,121,4250,20,25,24565 17 | 0,?,bmw,gas,std,four,sedan,rwd,front,103.5,189,66.9,55.7,3230,ohc,six,209,mpfi,3.62,3.39,8,182,5400,16,22,30760 18 | 0,?,bmw,gas,std,two,sedan,rwd,front,103.5,193.8,67.9,53.7,3380,ohc,six,209,mpfi,3.62,3.39,8,182,5400,16,22,41315 19 | 0,?,bmw,gas,std,four,sedan,rwd,front,110,197,70.9,56.3,3505,ohc,six,209,mpfi,3.62,3.39,8,182,5400,15,20,36880 20 | 2,121,chevrolet,gas,std,two,hatchback,fwd,front,88.4,141.1,60.3,53.2,1488,l,three,61,2bbl,2.91,3.03,9.5,48,5100,47,53,5151 21 | 1,98,chevrolet,gas,std,two,hatchback,fwd,front,94.5,155.9,63.6,52,1874,ohc,four,90,2bbl,3.03,3.11,9.6,70,5400,38,43,6295 22 | 0,81,chevrolet,gas,std,four,sedan,fwd,front,94.5,158.8,63.6,52,1909,ohc,four,90,2bbl,3.03,3.11,9.6,70,5400,38,43,6575 23 | 1,118,dodge,gas,std,two,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,four,90,2bbl,2.97,3.23,9.41,68,5500,37,41,5572 24 | 1,118,dodge,gas,std,two,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,6377 25 | 1,118,dodge,gas,turbo,two,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,four,98,mpfi,3.03,3.39,7.6,102,5500,24,30,7957 26 | 1,148,dodge,gas,std,four,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,6229 27 | 1,148,dodge,gas,std,four,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,6692 28 | 1,148,dodge,gas,std,four,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,7609 29 | 1,148,dodge,gas,turbo,?,sedan,fwd,front,93.7,157.3,63.8,50.6,2191,ohc,four,98,mpfi,3.03,3.39,7.6,102,5500,24,30,8558 30 | -1,110,dodge,gas,std,four,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,four,122,2bbl,3.34,3.46,8.5,88,5000,24,30,8921 31 | 3,145,dodge,gas,turbo,two,hatchback,fwd,front,95.9,173.2,66.3,50.2,2811,ohc,four,156,mfi,3.6,3.9,7,145,5000,19,24,12964 32 | 2,137,honda,gas,std,two,hatchback,fwd,front,86.6,144.6,63.9,50.8,1713,ohc,four,92,1bbl,2.91,3.41,9.6,58,4800,49,54,6479 33 | 2,137,honda,gas,std,two,hatchback,fwd,front,86.6,144.6,63.9,50.8,1819,ohc,four,92,1bbl,2.91,3.41,9.2,76,6000,31,38,6855 34 | 1,101,honda,gas,std,two,hatchback,fwd,front,93.7,150,64,52.6,1837,ohc,four,79,1bbl,2.91,3.07,10.1,60,5500,38,42,5399 35 | 1,101,honda,gas,std,two,hatchback,fwd,front,93.7,150,64,52.6,1940,ohc,four,92,1bbl,2.91,3.41,9.2,76,6000,30,34,6529 36 | 1,101,honda,gas,std,two,hatchback,fwd,front,93.7,150,64,52.6,1956,ohc,four,92,1bbl,2.91,3.41,9.2,76,6000,30,34,7129 37 | 0,110,honda,gas,std,four,sedan,fwd,front,96.5,163.4,64,54.5,2010,ohc,four,92,1bbl,2.91,3.41,9.2,76,6000,30,34,7295 38 | 0,78,honda,gas,std,four,wagon,fwd,front,96.5,157.1,63.9,58.3,2024,ohc,four,92,1bbl,2.92,3.41,9.2,76,6000,30,34,7295 39 | 0,106,honda,gas,std,two,hatchback,fwd,front,96.5,167.5,65.2,53.3,2236,ohc,four,110,1bbl,3.15,3.58,9,86,5800,27,33,7895 40 | 0,106,honda,gas,std,two,hatchback,fwd,front,96.5,167.5,65.2,53.3,2289,ohc,four,110,1bbl,3.15,3.58,9,86,5800,27,33,9095 41 | 0,85,honda,gas,std,four,sedan,fwd,front,96.5,175.4,65.2,54.1,2304,ohc,four,110,1bbl,3.15,3.58,9,86,5800,27,33,8845 42 | 0,85,honda,gas,std,four,sedan,fwd,front,96.5,175.4,62.5,54.1,2372,ohc,four,110,1bbl,3.15,3.58,9,86,5800,27,33,10295 43 | 0,85,honda,gas,std,four,sedan,fwd,front,96.5,175.4,65.2,54.1,2465,ohc,four,110,mpfi,3.15,3.58,9,101,5800,24,28,12945 44 | 1,107,honda,gas,std,two,sedan,fwd,front,96.5,169.1,66,51,2293,ohc,four,110,2bbl,3.15,3.58,9.1,100,5500,25,31,10345 45 | 0,?,isuzu,gas,std,four,sedan,rwd,front,94.3,170.7,61.8,53.5,2337,ohc,four,111,2bbl,3.31,3.23,8.5,78,4800,24,29,6785 46 | 1,?,isuzu,gas,std,two,sedan,fwd,front,94.5,155.9,63.6,52,1874,ohc,four,90,2bbl,3.03,3.11,9.6,70,5400,38,43,? 47 | 0,?,isuzu,gas,std,four,sedan,fwd,front,94.5,155.9,63.6,52,1909,ohc,four,90,2bbl,3.03,3.11,9.6,70,5400,38,43,? 48 | 2,?,isuzu,gas,std,two,hatchback,rwd,front,96,172.6,65.2,51.4,2734,ohc,four,119,spfi,3.43,3.23,9.2,90,5000,24,29,11048 49 | 0,145,jaguar,gas,std,four,sedan,rwd,front,113,199.6,69.6,52.8,4066,dohc,six,258,mpfi,3.63,4.17,8.1,176,4750,15,19,32250 50 | 0,?,jaguar,gas,std,four,sedan,rwd,front,113,199.6,69.6,52.8,4066,dohc,six,258,mpfi,3.63,4.17,8.1,176,4750,15,19,35550 51 | 0,?,jaguar,gas,std,two,sedan,rwd,front,102,191.7,70.6,47.8,3950,ohcv,twelve,326,mpfi,3.54,2.76,11.5,262,5000,13,17,36000 52 | 1,104,mazda,gas,std,two,hatchback,fwd,front,93.1,159.1,64.2,54.1,1890,ohc,four,91,2bbl,3.03,3.15,9,68,5000,30,31,5195 53 | 1,104,mazda,gas,std,two,hatchback,fwd,front,93.1,159.1,64.2,54.1,1900,ohc,four,91,2bbl,3.03,3.15,9,68,5000,31,38,6095 54 | 1,104,mazda,gas,std,two,hatchback,fwd,front,93.1,159.1,64.2,54.1,1905,ohc,four,91,2bbl,3.03,3.15,9,68,5000,31,38,6795 55 | 1,113,mazda,gas,std,four,sedan,fwd,front,93.1,166.8,64.2,54.1,1945,ohc,four,91,2bbl,3.03,3.15,9,68,5000,31,38,6695 56 | 1,113,mazda,gas,std,four,sedan,fwd,front,93.1,166.8,64.2,54.1,1950,ohc,four,91,2bbl,3.08,3.15,9,68,5000,31,38,7395 57 | 3,150,mazda,gas,std,two,hatchback,rwd,front,95.3,169,65.7,49.6,2380,rotor,two,70,4bbl,?,?,9.4,101,6000,17,23,10945 58 | 3,150,mazda,gas,std,two,hatchback,rwd,front,95.3,169,65.7,49.6,2380,rotor,two,70,4bbl,?,?,9.4,101,6000,17,23,11845 59 | 3,150,mazda,gas,std,two,hatchback,rwd,front,95.3,169,65.7,49.6,2385,rotor,two,70,4bbl,?,?,9.4,101,6000,17,23,13645 60 | 3,150,mazda,gas,std,two,hatchback,rwd,front,95.3,169,65.7,49.6,2500,rotor,two,80,mpfi,?,?,9.4,135,6000,16,23,15645 61 | 1,129,mazda,gas,std,two,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,four,122,2bbl,3.39,3.39,8.6,84,4800,26,32,8845 62 | 0,115,mazda,gas,std,four,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,four,122,2bbl,3.39,3.39,8.6,84,4800,26,32,8495 63 | 1,129,mazda,gas,std,two,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,four,122,2bbl,3.39,3.39,8.6,84,4800,26,32,10595 64 | 0,115,mazda,gas,std,four,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,four,122,2bbl,3.39,3.39,8.6,84,4800,26,32,10245 65 | 0,?,mazda,diesel,std,?,sedan,fwd,front,98.8,177.8,66.5,55.5,2443,ohc,four,122,idi,3.39,3.39,22.7,64,4650,36,42,10795 66 | 0,115,mazda,gas,std,four,hatchback,fwd,front,98.8,177.8,66.5,55.5,2425,ohc,four,122,2bbl,3.39,3.39,8.6,84,4800,26,32,11245 67 | 0,118,mazda,gas,std,four,sedan,rwd,front,104.9,175,66.1,54.4,2670,ohc,four,140,mpfi,3.76,3.16,8,120,5000,19,27,18280 68 | 0,?,mazda,diesel,std,four,sedan,rwd,front,104.9,175,66.1,54.4,2700,ohc,four,134,idi,3.43,3.64,22,72,4200,31,39,18344 69 | -1,93,mercedes-benz,diesel,turbo,four,sedan,rwd,front,110,190.9,70.3,56.5,3515,ohc,five,183,idi,3.58,3.64,21.5,123,4350,22,25,25552 70 | -1,93,mercedes-benz,diesel,turbo,four,wagon,rwd,front,110,190.9,70.3,58.7,3750,ohc,five,183,idi,3.58,3.64,21.5,123,4350,22,25,28248 71 | 0,93,mercedes-benz,diesel,turbo,two,hardtop,rwd,front,106.7,187.5,70.3,54.9,3495,ohc,five,183,idi,3.58,3.64,21.5,123,4350,22,25,28176 72 | -1,93,mercedes-benz,diesel,turbo,four,sedan,rwd,front,115.6,202.6,71.7,56.3,3770,ohc,five,183,idi,3.58,3.64,21.5,123,4350,22,25,31600 73 | -1,?,mercedes-benz,gas,std,four,sedan,rwd,front,115.6,202.6,71.7,56.5,3740,ohcv,eight,234,mpfi,3.46,3.1,8.3,155,4750,16,18,34184 74 | 3,142,mercedes-benz,gas,std,two,convertible,rwd,front,96.6,180.3,70.5,50.8,3685,ohcv,eight,234,mpfi,3.46,3.1,8.3,155,4750,16,18,35056 75 | 0,?,mercedes-benz,gas,std,four,sedan,rwd,front,120.9,208.1,71.7,56.7,3900,ohcv,eight,308,mpfi,3.8,3.35,8,184,4500,14,16,40960 76 | 1,?,mercedes-benz,gas,std,two,hardtop,rwd,front,112,199.2,72,55.4,3715,ohcv,eight,304,mpfi,3.8,3.35,8,184,4500,14,16,45400 77 | 1,?,mercury,gas,turbo,two,hatchback,rwd,front,102.7,178.4,68,54.8,2910,ohc,four,140,mpfi,3.78,3.12,8,175,5000,19,24,16503 78 | 2,161,mitsubishi,gas,std,two,hatchback,fwd,front,93.7,157.3,64.4,50.8,1918,ohc,four,92,2bbl,2.97,3.23,9.4,68,5500,37,41,5389 79 | 2,161,mitsubishi,gas,std,two,hatchback,fwd,front,93.7,157.3,64.4,50.8,1944,ohc,four,92,2bbl,2.97,3.23,9.4,68,5500,31,38,6189 80 | 2,161,mitsubishi,gas,std,two,hatchback,fwd,front,93.7,157.3,64.4,50.8,2004,ohc,four,92,2bbl,2.97,3.23,9.4,68,5500,31,38,6669 81 | 1,161,mitsubishi,gas,turbo,two,hatchback,fwd,front,93,157.3,63.8,50.8,2145,ohc,four,98,spdi,3.03,3.39,7.6,102,5500,24,30,7689 82 | 3,153,mitsubishi,gas,turbo,two,hatchback,fwd,front,96.3,173,65.4,49.4,2370,ohc,four,110,spdi,3.17,3.46,7.5,116,5500,23,30,9959 83 | 3,153,mitsubishi,gas,std,two,hatchback,fwd,front,96.3,173,65.4,49.4,2328,ohc,four,122,2bbl,3.35,3.46,8.5,88,5000,25,32,8499 84 | 3,?,mitsubishi,gas,turbo,two,hatchback,fwd,front,95.9,173.2,66.3,50.2,2833,ohc,four,156,spdi,3.58,3.86,7,145,5000,19,24,12629 85 | 3,?,mitsubishi,gas,turbo,two,hatchback,fwd,front,95.9,173.2,66.3,50.2,2921,ohc,four,156,spdi,3.59,3.86,7,145,5000,19,24,14869 86 | 3,?,mitsubishi,gas,turbo,two,hatchback,fwd,front,95.9,173.2,66.3,50.2,2926,ohc,four,156,spdi,3.59,3.86,7,145,5000,19,24,14489 87 | 1,125,mitsubishi,gas,std,four,sedan,fwd,front,96.3,172.4,65.4,51.6,2365,ohc,four,122,2bbl,3.35,3.46,8.5,88,5000,25,32,6989 88 | 1,125,mitsubishi,gas,std,four,sedan,fwd,front,96.3,172.4,65.4,51.6,2405,ohc,four,122,2bbl,3.35,3.46,8.5,88,5000,25,32,8189 89 | 1,125,mitsubishi,gas,turbo,four,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,four,110,spdi,3.17,3.46,7.5,116,5500,23,30,9279 90 | -1,137,mitsubishi,gas,std,four,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,four,110,spdi,3.17,3.46,7.5,116,5500,23,30,9279 91 | 1,128,nissan,gas,std,two,sedan,fwd,front,94.5,165.3,63.8,54.5,1889,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,5499 92 | 1,128,nissan,diesel,std,two,sedan,fwd,front,94.5,165.3,63.8,54.5,2017,ohc,four,103,idi,2.99,3.47,21.9,55,4800,45,50,7099 93 | 1,128,nissan,gas,std,two,sedan,fwd,front,94.5,165.3,63.8,54.5,1918,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,6649 94 | 1,122,nissan,gas,std,four,sedan,fwd,front,94.5,165.3,63.8,54.5,1938,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,6849 95 | 1,103,nissan,gas,std,four,wagon,fwd,front,94.5,170.2,63.8,53.5,2024,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,7349 96 | 1,128,nissan,gas,std,two,sedan,fwd,front,94.5,165.3,63.8,54.5,1951,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,7299 97 | 1,128,nissan,gas,std,two,hatchback,fwd,front,94.5,165.6,63.8,53.3,2028,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,7799 98 | 1,122,nissan,gas,std,four,sedan,fwd,front,94.5,165.3,63.8,54.5,1971,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,7499 99 | 1,103,nissan,gas,std,four,wagon,fwd,front,94.5,170.2,63.8,53.5,2037,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,7999 100 | 2,168,nissan,gas,std,two,hardtop,fwd,front,95.1,162.4,63.8,53.3,2008,ohc,four,97,2bbl,3.15,3.29,9.4,69,5200,31,37,8249 101 | 0,106,nissan,gas,std,four,hatchback,fwd,front,97.2,173.4,65.2,54.7,2324,ohc,four,120,2bbl,3.33,3.47,8.5,97,5200,27,34,8949 102 | 0,106,nissan,gas,std,four,sedan,fwd,front,97.2,173.4,65.2,54.7,2302,ohc,four,120,2bbl,3.33,3.47,8.5,97,5200,27,34,9549 103 | 0,128,nissan,gas,std,four,sedan,fwd,front,100.4,181.7,66.5,55.1,3095,ohcv,six,181,mpfi,3.43,3.27,9,152,5200,17,22,13499 104 | 0,108,nissan,gas,std,four,wagon,fwd,front,100.4,184.6,66.5,56.1,3296,ohcv,six,181,mpfi,3.43,3.27,9,152,5200,17,22,14399 105 | 0,108,nissan,gas,std,four,sedan,fwd,front,100.4,184.6,66.5,55.1,3060,ohcv,six,181,mpfi,3.43,3.27,9,152,5200,19,25,13499 106 | 3,194,nissan,gas,std,two,hatchback,rwd,front,91.3,170.7,67.9,49.7,3071,ohcv,six,181,mpfi,3.43,3.27,9,160,5200,19,25,17199 107 | 3,194,nissan,gas,turbo,two,hatchback,rwd,front,91.3,170.7,67.9,49.7,3139,ohcv,six,181,mpfi,3.43,3.27,7.8,200,5200,17,23,19699 108 | 1,231,nissan,gas,std,two,hatchback,rwd,front,99.2,178.5,67.9,49.7,3139,ohcv,six,181,mpfi,3.43,3.27,9,160,5200,19,25,18399 109 | 0,161,peugot,gas,std,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3020,l,four,120,mpfi,3.46,3.19,8.4,97,5000,19,24,11900 110 | 0,161,peugot,diesel,turbo,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3197,l,four,152,idi,3.7,3.52,21,95,4150,28,33,13200 111 | 0,?,peugot,gas,std,four,wagon,rwd,front,114.2,198.9,68.4,58.7,3230,l,four,120,mpfi,3.46,3.19,8.4,97,5000,19,24,12440 112 | 0,?,peugot,diesel,turbo,four,wagon,rwd,front,114.2,198.9,68.4,58.7,3430,l,four,152,idi,3.7,3.52,21,95,4150,25,25,13860 113 | 0,161,peugot,gas,std,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,four,120,mpfi,3.46,2.19,8.4,95,5000,19,24,15580 114 | 0,161,peugot,diesel,turbo,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,four,152,idi,3.7,3.52,21,95,4150,28,33,16900 115 | 0,?,peugot,gas,std,four,wagon,rwd,front,114.2,198.9,68.4,56.7,3285,l,four,120,mpfi,3.46,2.19,8.4,95,5000,19,24,16695 116 | 0,?,peugot,diesel,turbo,four,wagon,rwd,front,114.2,198.9,68.4,58.7,3485,l,four,152,idi,3.7,3.52,21,95,4150,25,25,17075 117 | 0,161,peugot,gas,std,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,four,120,mpfi,3.46,3.19,8.4,97,5000,19,24,16630 118 | 0,161,peugot,diesel,turbo,four,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,four,152,idi,3.7,3.52,21,95,4150,28,33,17950 119 | 0,161,peugot,gas,turbo,four,sedan,rwd,front,108,186.7,68.3,56,3130,l,four,134,mpfi,3.61,3.21,7,142,5600,18,24,18150 120 | 1,119,plymouth,gas,std,two,hatchback,fwd,front,93.7,157.3,63.8,50.8,1918,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,37,41,5572 121 | 1,119,plymouth,gas,turbo,two,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,four,98,spdi,3.03,3.39,7.6,102,5500,24,30,7957 122 | 1,154,plymouth,gas,std,four,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,6229 123 | 1,154,plymouth,gas,std,four,sedan,fwd,front,93.7,167.3,63.8,50.8,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68,5500,31,38,6692 124 | 1,154,plymouth,gas,std,four,sedan,fwd,front,93.7,167.3,63.8,50.8,2191,ohc,four,98,2bbl,2.97,3.23,9.4,68,5500,31,38,7609 125 | -1,74,plymouth,gas,std,four,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,four,122,2bbl,3.35,3.46,8.5,88,5000,24,30,8921 126 | 3,?,plymouth,gas,turbo,two,hatchback,rwd,front,95.9,173.2,66.3,50.2,2818,ohc,four,156,spdi,3.59,3.86,7,145,5000,19,24,12764 127 | 3,186,porsche,gas,std,two,hatchback,rwd,front,94.5,168.9,68.3,50.2,2778,ohc,four,151,mpfi,3.94,3.11,9.5,143,5500,19,27,22018 128 | 3,?,porsche,gas,std,two,hardtop,rwd,rear,89.5,168.9,65,51.6,2756,ohcf,six,194,mpfi,3.74,2.9,9.5,207,5900,17,25,32528 129 | 3,?,porsche,gas,std,two,hardtop,rwd,rear,89.5,168.9,65,51.6,2756,ohcf,six,194,mpfi,3.74,2.9,9.5,207,5900,17,25,34028 130 | 3,?,porsche,gas,std,two,convertible,rwd,rear,89.5,168.9,65,51.6,2800,ohcf,six,194,mpfi,3.74,2.9,9.5,207,5900,17,25,37028 131 | 1,?,porsche,gas,std,two,hatchback,rwd,front,98.4,175.7,72.3,50.5,3366,dohcv,eight,203,mpfi,3.94,3.11,10,288,5750,17,28,? 132 | 0,?,renault,gas,std,four,wagon,fwd,front,96.1,181.5,66.5,55.2,2579,ohc,four,132,mpfi,3.46,3.9,8.7,?,?,23,31,9295 133 | 2,?,renault,gas,std,two,hatchback,fwd,front,96.1,176.8,66.6,50.5,2460,ohc,four,132,mpfi,3.46,3.9,8.7,?,?,23,31,9895 134 | 3,150,saab,gas,std,two,hatchback,fwd,front,99.1,186.6,66.5,56.1,2658,ohc,four,121,mpfi,3.54,3.07,9.31,110,5250,21,28,11850 135 | 2,104,saab,gas,std,four,sedan,fwd,front,99.1,186.6,66.5,56.1,2695,ohc,four,121,mpfi,3.54,3.07,9.3,110,5250,21,28,12170 136 | 3,150,saab,gas,std,two,hatchback,fwd,front,99.1,186.6,66.5,56.1,2707,ohc,four,121,mpfi,2.54,2.07,9.3,110,5250,21,28,15040 137 | 2,104,saab,gas,std,four,sedan,fwd,front,99.1,186.6,66.5,56.1,2758,ohc,four,121,mpfi,3.54,3.07,9.3,110,5250,21,28,15510 138 | 3,150,saab,gas,turbo,two,hatchback,fwd,front,99.1,186.6,66.5,56.1,2808,dohc,four,121,mpfi,3.54,3.07,9,160,5500,19,26,18150 139 | 2,104,saab,gas,turbo,four,sedan,fwd,front,99.1,186.6,66.5,56.1,2847,dohc,four,121,mpfi,3.54,3.07,9,160,5500,19,26,18620 140 | 2,83,subaru,gas,std,two,hatchback,fwd,front,93.7,156.9,63.4,53.7,2050,ohcf,four,97,2bbl,3.62,2.36,9,69,4900,31,36,5118 141 | 2,83,subaru,gas,std,two,hatchback,fwd,front,93.7,157.9,63.6,53.7,2120,ohcf,four,108,2bbl,3.62,2.64,8.7,73,4400,26,31,7053 142 | 2,83,subaru,gas,std,two,hatchback,4wd,front,93.3,157.3,63.8,55.7,2240,ohcf,four,108,2bbl,3.62,2.64,8.7,73,4400,26,31,7603 143 | 0,102,subaru,gas,std,four,sedan,fwd,front,97.2,172,65.4,52.5,2145,ohcf,four,108,2bbl,3.62,2.64,9.5,82,4800,32,37,7126 144 | 0,102,subaru,gas,std,four,sedan,fwd,front,97.2,172,65.4,52.5,2190,ohcf,four,108,2bbl,3.62,2.64,9.5,82,4400,28,33,7775 145 | 0,102,subaru,gas,std,four,sedan,fwd,front,97.2,172,65.4,52.5,2340,ohcf,four,108,mpfi,3.62,2.64,9,94,5200,26,32,9960 146 | 0,102,subaru,gas,std,four,sedan,4wd,front,97,172,65.4,54.3,2385,ohcf,four,108,2bbl,3.62,2.64,9,82,4800,24,25,9233 147 | 0,102,subaru,gas,turbo,four,sedan,4wd,front,97,172,65.4,54.3,2510,ohcf,four,108,mpfi,3.62,2.64,7.7,111,4800,24,29,11259 148 | 0,89,subaru,gas,std,four,wagon,fwd,front,97,173.5,65.4,53,2290,ohcf,four,108,2bbl,3.62,2.64,9,82,4800,28,32,7463 149 | 0,89,subaru,gas,std,four,wagon,fwd,front,97,173.5,65.4,53,2455,ohcf,four,108,mpfi,3.62,2.64,9,94,5200,25,31,10198 150 | 0,85,subaru,gas,std,four,wagon,4wd,front,96.9,173.6,65.4,54.9,2420,ohcf,four,108,2bbl,3.62,2.64,9,82,4800,23,29,8013 151 | 0,85,subaru,gas,turbo,four,wagon,4wd,front,96.9,173.6,65.4,54.9,2650,ohcf,four,108,mpfi,3.62,2.64,7.7,111,4800,23,23,11694 152 | 1,87,toyota,gas,std,two,hatchback,fwd,front,95.7,158.7,63.6,54.5,1985,ohc,four,92,2bbl,3.05,3.03,9,62,4800,35,39,5348 153 | 1,87,toyota,gas,std,two,hatchback,fwd,front,95.7,158.7,63.6,54.5,2040,ohc,four,92,2bbl,3.05,3.03,9,62,4800,31,38,6338 154 | 1,74,toyota,gas,std,four,hatchback,fwd,front,95.7,158.7,63.6,54.5,2015,ohc,four,92,2bbl,3.05,3.03,9,62,4800,31,38,6488 155 | 0,77,toyota,gas,std,four,wagon,fwd,front,95.7,169.7,63.6,59.1,2280,ohc,four,92,2bbl,3.05,3.03,9,62,4800,31,37,6918 156 | 0,81,toyota,gas,std,four,wagon,4wd,front,95.7,169.7,63.6,59.1,2290,ohc,four,92,2bbl,3.05,3.03,9,62,4800,27,32,7898 157 | 0,91,toyota,gas,std,four,wagon,4wd,front,95.7,169.7,63.6,59.1,3110,ohc,four,92,2bbl,3.05,3.03,9,62,4800,27,32,8778 158 | 0,91,toyota,gas,std,four,sedan,fwd,front,95.7,166.3,64.4,53,2081,ohc,four,98,2bbl,3.19,3.03,9,70,4800,30,37,6938 159 | 0,91,toyota,gas,std,four,hatchback,fwd,front,95.7,166.3,64.4,52.8,2109,ohc,four,98,2bbl,3.19,3.03,9,70,4800,30,37,7198 160 | 0,91,toyota,diesel,std,four,sedan,fwd,front,95.7,166.3,64.4,53,2275,ohc,four,110,idi,3.27,3.35,22.5,56,4500,34,36,7898 161 | 0,91,toyota,diesel,std,four,hatchback,fwd,front,95.7,166.3,64.4,52.8,2275,ohc,four,110,idi,3.27,3.35,22.5,56,4500,38,47,7788 162 | 0,91,toyota,gas,std,four,sedan,fwd,front,95.7,166.3,64.4,53,2094,ohc,four,98,2bbl,3.19,3.03,9,70,4800,38,47,7738 163 | 0,91,toyota,gas,std,four,hatchback,fwd,front,95.7,166.3,64.4,52.8,2122,ohc,four,98,2bbl,3.19,3.03,9,70,4800,28,34,8358 164 | 0,91,toyota,gas,std,four,sedan,fwd,front,95.7,166.3,64.4,52.8,2140,ohc,four,98,2bbl,3.19,3.03,9,70,4800,28,34,9258 165 | 1,168,toyota,gas,std,two,sedan,rwd,front,94.5,168.7,64,52.6,2169,ohc,four,98,2bbl,3.19,3.03,9,70,4800,29,34,8058 166 | 1,168,toyota,gas,std,two,hatchback,rwd,front,94.5,168.7,64,52.6,2204,ohc,four,98,2bbl,3.19,3.03,9,70,4800,29,34,8238 167 | 1,168,toyota,gas,std,two,sedan,rwd,front,94.5,168.7,64,52.6,2265,dohc,four,98,mpfi,3.24,3.08,9.4,112,6600,26,29,9298 168 | 1,168,toyota,gas,std,two,hatchback,rwd,front,94.5,168.7,64,52.6,2300,dohc,four,98,mpfi,3.24,3.08,9.4,112,6600,26,29,9538 169 | 2,134,toyota,gas,std,two,hardtop,rwd,front,98.4,176.2,65.6,52,2540,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,8449 170 | 2,134,toyota,gas,std,two,hardtop,rwd,front,98.4,176.2,65.6,52,2536,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,9639 171 | 2,134,toyota,gas,std,two,hatchback,rwd,front,98.4,176.2,65.6,52,2551,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,9989 172 | 2,134,toyota,gas,std,two,hardtop,rwd,front,98.4,176.2,65.6,52,2679,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,11199 173 | 2,134,toyota,gas,std,two,hatchback,rwd,front,98.4,176.2,65.6,52,2714,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,11549 174 | 2,134,toyota,gas,std,two,convertible,rwd,front,98.4,176.2,65.6,53,2975,ohc,four,146,mpfi,3.62,3.5,9.3,116,4800,24,30,17669 175 | -1,65,toyota,gas,std,four,sedan,fwd,front,102.4,175.6,66.5,54.9,2326,ohc,four,122,mpfi,3.31,3.54,8.7,92,4200,29,34,8948 176 | -1,65,toyota,diesel,turbo,four,sedan,fwd,front,102.4,175.6,66.5,54.9,2480,ohc,four,110,idi,3.27,3.35,22.5,73,4500,30,33,10698 177 | -1,65,toyota,gas,std,four,hatchback,fwd,front,102.4,175.6,66.5,53.9,2414,ohc,four,122,mpfi,3.31,3.54,8.7,92,4200,27,32,9988 178 | -1,65,toyota,gas,std,four,sedan,fwd,front,102.4,175.6,66.5,54.9,2414,ohc,four,122,mpfi,3.31,3.54,8.7,92,4200,27,32,10898 179 | -1,65,toyota,gas,std,four,hatchback,fwd,front,102.4,175.6,66.5,53.9,2458,ohc,four,122,mpfi,3.31,3.54,8.7,92,4200,27,32,11248 180 | 3,197,toyota,gas,std,two,hatchback,rwd,front,102.9,183.5,67.7,52,2976,dohc,six,171,mpfi,3.27,3.35,9.3,161,5200,20,24,16558 181 | 3,197,toyota,gas,std,two,hatchback,rwd,front,102.9,183.5,67.7,52,3016,dohc,six,171,mpfi,3.27,3.35,9.3,161,5200,19,24,15998 182 | -1,90,toyota,gas,std,four,sedan,rwd,front,104.5,187.8,66.5,54.1,3131,dohc,six,171,mpfi,3.27,3.35,9.2,156,5200,20,24,15690 183 | -1,?,toyota,gas,std,four,wagon,rwd,front,104.5,187.8,66.5,54.1,3151,dohc,six,161,mpfi,3.27,3.35,9.2,156,5200,19,24,15750 184 | 2,122,volkswagen,diesel,std,two,sedan,fwd,front,97.3,171.7,65.5,55.7,2261,ohc,four,97,idi,3.01,3.4,23,52,4800,37,46,7775 185 | 2,122,volkswagen,gas,std,two,sedan,fwd,front,97.3,171.7,65.5,55.7,2209,ohc,four,109,mpfi,3.19,3.4,9,85,5250,27,34,7975 186 | 2,94,volkswagen,diesel,std,four,sedan,fwd,front,97.3,171.7,65.5,55.7,2264,ohc,four,97,idi,3.01,3.4,23,52,4800,37,46,7995 187 | 2,94,volkswagen,gas,std,four,sedan,fwd,front,97.3,171.7,65.5,55.7,2212,ohc,four,109,mpfi,3.19,3.4,9,85,5250,27,34,8195 188 | 2,94,volkswagen,gas,std,four,sedan,fwd,front,97.3,171.7,65.5,55.7,2275,ohc,four,109,mpfi,3.19,3.4,9,85,5250,27,34,8495 189 | 2,94,volkswagen,diesel,turbo,four,sedan,fwd,front,97.3,171.7,65.5,55.7,2319,ohc,four,97,idi,3.01,3.4,23,68,4500,37,42,9495 190 | 2,94,volkswagen,gas,std,four,sedan,fwd,front,97.3,171.7,65.5,55.7,2300,ohc,four,109,mpfi,3.19,3.4,10,100,5500,26,32,9995 191 | 3,?,volkswagen,gas,std,two,convertible,fwd,front,94.5,159.3,64.2,55.6,2254,ohc,four,109,mpfi,3.19,3.4,8.5,90,5500,24,29,11595 192 | 3,256,volkswagen,gas,std,two,hatchback,fwd,front,94.5,165.7,64,51.4,2221,ohc,four,109,mpfi,3.19,3.4,8.5,90,5500,24,29,9980 193 | 0,?,volkswagen,gas,std,four,sedan,fwd,front,100.4,180.2,66.9,55.1,2661,ohc,five,136,mpfi,3.19,3.4,8.5,110,5500,19,24,13295 194 | 0,?,volkswagen,diesel,turbo,four,sedan,fwd,front,100.4,180.2,66.9,55.1,2579,ohc,four,97,idi,3.01,3.4,23,68,4500,33,38,13845 195 | 0,?,volkswagen,gas,std,four,wagon,fwd,front,100.4,183.1,66.9,55.1,2563,ohc,four,109,mpfi,3.19,3.4,9,88,5500,25,31,12290 196 | -2,103,volvo,gas,std,four,sedan,rwd,front,104.3,188.8,67.2,56.2,2912,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,23,28,12940 197 | -1,74,volvo,gas,std,four,wagon,rwd,front,104.3,188.8,67.2,57.5,3034,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,23,28,13415 198 | -2,103,volvo,gas,std,four,sedan,rwd,front,104.3,188.8,67.2,56.2,2935,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,24,28,15985 199 | -1,74,volvo,gas,std,four,wagon,rwd,front,104.3,188.8,67.2,57.5,3042,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,24,28,16515 200 | -2,103,volvo,gas,turbo,four,sedan,rwd,front,104.3,188.8,67.2,56.2,3045,ohc,four,130,mpfi,3.62,3.15,7.5,162,5100,17,22,18420 201 | -1,74,volvo,gas,turbo,four,wagon,rwd,front,104.3,188.8,67.2,57.5,3157,ohc,four,130,mpfi,3.62,3.15,7.5,162,5100,17,22,18950 202 | -1,95,volvo,gas,std,four,sedan,rwd,front,109.1,188.8,68.9,55.5,2952,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,23,28,16845 203 | -1,95,volvo,gas,turbo,four,sedan,rwd,front,109.1,188.8,68.8,55.5,3049,ohc,four,141,mpfi,3.78,3.15,8.7,160,5300,19,25,19045 204 | -1,95,volvo,gas,std,four,sedan,rwd,front,109.1,188.8,68.9,55.5,3012,ohcv,six,173,mpfi,3.58,2.87,8.8,134,5500,18,23,21485 205 | -1,95,volvo,diesel,turbo,four,sedan,rwd,front,109.1,188.8,68.9,55.5,3217,ohc,six,145,idi,3.01,3.4,23,106,4800,26,27,22470 206 | -1,95,volvo,gas,turbo,four,sedan,rwd,front,109.1,188.8,68.9,55.5,3062,ohc,four,141,mpfi,3.78,3.15,9.5,114,5400,19,25,22625 207 | -------------------------------------------------------------------------------- /Cars.csv: -------------------------------------------------------------------------------- 1 | HP,MPG,VOL,SP,WT 2 | 49,53.70068138,89,104.1853528,28.7620589 3 | 55,50.01340115,92,105.4612635,30.46683298 4 | 55,50.01340115,92,105.4612635,30.19359657 5 | 70,45.69632238,92,113.4612635,30.63211391 6 | 53,50.50423183,92,104.4612635,29.88914864 7 | 70,45.69632238,89,113.1853528,29.59176832 8 | 55,50.01340115,92,105.4612635,30.30847957 9 | 62,46.71655428,50,102.5985128,15.84775807 10 | 62,46.71655428,50,102.5985128,16.35948352 11 | 80,42.29907817,94,115.6452041,30.92015417 12 | 73,44.65283424,89,111.1853528,29.36334142 13 | 92,39.3540941,50,117.5985128,15.75353468 14 | 92,39.3540941,99,122.1050553,32.81359241 15 | 73,44.65283424,89,111.1853528,29.3784363 16 | 66,45.73489292,89,108.1853528,29.34727902 17 | 73,44.65283424,89,111.1853528,29.60452658 18 | 78,42.78990885,91,114.3692933,29.5357836 19 | 92,39.3540941,50,117.5985128,16.19412154 20 | 78,42.78990885,91,114.3692933,29.92939368 21 | 90,38.90183397,103,118.4729364,33.51697417 22 | 92,38.4110033,99,119.1050553,32.32464971 23 | 74,42.8284794,107,110.8408174,34.90821127 24 | 95,38.31060597,101,120.2889958,32.6758277 25 | 81,40.47472334,96,113.8291446,31.83712236 26 | 95,38.31060597,89,119.1853528,28.78172789 27 | 92,38.4110033,50,114.5985128,16.04317492 28 | 92,38.4110033,117,120.7605199,38.06282335 29 | 92,38.4110033,99,119.1050553,32.83506939 30 | 52,43.4694339,104,99.56490661,34.4832075 31 | 103,35.40419245,107,121.8408174,35.54935984 32 | 84,39.4312352,114,113.4846092,37.04235003 33 | 84,39.4312352,101,112.2889958,33.23436141 34 | 102,36.28545648,97,119.9211148,31.38004084 35 | 102,36.28545648,113,121.3926389,37.57328965 36 | 81,39.53163253,101,111.2889958,32.701644 37 | 90,37.95874317,98,115.0130851,31.9112234 38 | 90,37.95874317,88,114.0933825,28.75400008 39 | 102,34.07066829,86,116.909442,27.87991549 40 | 102,34.07066829,86,116.909442,28.63050247 41 | 130,31.01413094,92,128.4612635,30.11543403 42 | 95,35.15272697,113,116.3926389,37.39252442 43 | 95,35.15272697,106,115.7488471,35.02717556 44 | 102,34.07066829,92,117.4612635,30.52742698 45 | 95,35.15272697,88,114.0933825,28.34397592 46 | 93,35.64355765,102,114.3809661,33.07863163 47 | 100,34.56149897,99,117.1050553,32.62191589 48 | 100,34.56149897,111,118.2086984,36.49861738 49 | 98,35.05232964,103,116.4729364,33.91005598 50 | 130,31.01413094,86,127.909442,28.07059654 51 | 115,29.62993595,101,118.2889958,33.45847152 52 | 115,29.62993595,101,118.2889958,33.21395395 53 | 115,29.62993595,101,118.2889958,33.43671117 54 | 115,29.62993595,124,120.4043117,40.39816357 55 | 180,24.48736667,113,143.3926389,37.62069475 56 | 160,26.85227868,113,135.3926389,37.25439197 57 | 130,27.85625194,124,126.4043117,40.58906845 58 | 96,31.11358394,92,110.4612635,30.14754329 59 | 115,29.62993595,101,118.2889958,32.73451818 60 | 100,30.13192258,94,112.6452041,30.61528334 61 | 100,28.8602252,115,115.5765794,37.66287367 62 | 145,27.35426531,111,130.2086984,36.88815313 63 | 120,24.60913156,116,117.6685497,37.86041143 64 | 140,23.51591693,131,126.0481035,43.3909885 65 | 140,23.51591693,123,125.3123415,40.72283115 66 | 150,23.60515831,121,128.128401,40.15948186 67 | 165,40.05,50,126.5985128,15.71285853 68 | 165,23.10317168,114,132.4846092,37.97995604 69 | 165,23.10317168,127,133.6802225,41.57397476 70 | 165,23.10317168,123,133.3123415,40.47204238 71 | 245,21.27370792,112,158.3006687,37.14173328 72 | 280,19.67850666,50,164.5985128,15.82306042 73 | 162,23.203569,135,133.4159845,44.01313857 74 | 162,23.203569,132,133.1400738,43.35312292 75 | 140,19.08634055,160,124.7152409,52.99775236 76 | 140,19.08634055,129,121.864163,42.61869847 77 | 175,18.76283667,129,132.864163,42.77821864 78 | 322,36.9,50,169.5985128,16.13294744 79 | 238,19.1978876,115,150.5765794,37.92311321 80 | 263,34,50,151.5985128,15.76962542 81 | 295,19.83373318,119,167.9444604,39.42309899 82 | 236,12.10126289,107,139.8408174,34.94861469 -------------------------------------------------------------------------------- /Hamspam.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aishwaryamate/Datasets/cdb30c38dab848c17f26dd28c16213ec65fe0ba1/Hamspam.csv -------------------------------------------------------------------------------- /Iris.csv: -------------------------------------------------------------------------------- 1 | Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species 2 | 1,5.1,3.5,1.4,0.2,Iris-setosa 3 | 2,4.9,3.0,1.4,0.2,Iris-setosa 4 | 3,4.7,3.2,1.3,0.2,Iris-setosa 5 | 4,4.6,3.1,1.5,0.2,Iris-setosa 6 | 5,5.0,3.6,1.4,0.2,Iris-setosa 7 | 6,5.4,3.9,1.7,0.4,Iris-setosa 8 | 7,4.6,3.4,1.4,0.3,Iris-setosa 9 | 8,5.0,3.4,1.5,0.2,Iris-setosa 10 | 9,4.4,2.9,1.4,0.2,Iris-setosa 11 | 10,4.9,3.1,1.5,0.1,Iris-setosa 12 | 11,5.4,3.7,1.5,0.2,Iris-setosa 13 | 12,4.8,3.4,1.6,0.2,Iris-setosa 14 | 13,4.8,3.0,1.4,0.1,Iris-setosa 15 | 14,4.3,3.0,1.1,0.1,Iris-setosa 16 | 15,5.8,4.0,1.2,0.2,Iris-setosa 17 | 16,5.7,4.4,1.5,0.4,Iris-setosa 18 | 17,5.4,3.9,1.3,0.4,Iris-setosa 19 | 18,5.1,3.5,1.4,0.3,Iris-setosa 20 | 19,5.7,3.8,1.7,0.3,Iris-setosa 21 | 20,5.1,3.8,1.5,0.3,Iris-setosa 22 | 21,5.4,3.4,1.7,0.2,Iris-setosa 23 | 22,5.1,3.7,1.5,0.4,Iris-setosa 24 | 23,4.6,3.6,1.0,0.2,Iris-setosa 25 | 24,5.1,3.3,1.7,0.5,Iris-setosa 26 | 25,4.8,3.4,1.9,0.2,Iris-setosa 27 | 26,5.0,3.0,1.6,0.2,Iris-setosa 28 | 27,5.0,3.4,1.6,0.4,Iris-setosa 29 | 28,5.2,3.5,1.5,0.2,Iris-setosa 30 | 29,5.2,3.4,1.4,0.2,Iris-setosa 31 | 30,4.7,3.2,1.6,0.2,Iris-setosa 32 | 31,4.8,3.1,1.6,0.2,Iris-setosa 33 | 32,5.4,3.4,1.5,0.4,Iris-setosa 34 | 33,5.2,4.1,1.5,0.1,Iris-setosa 35 | 34,5.5,4.2,1.4,0.2,Iris-setosa 36 | 35,4.9,3.1,1.5,0.1,Iris-setosa 37 | 36,5.0,3.2,1.2,0.2,Iris-setosa 38 | 37,5.5,3.5,1.3,0.2,Iris-setosa 39 | 38,4.9,3.1,1.5,0.1,Iris-setosa 40 | 39,4.4,3.0,1.3,0.2,Iris-setosa 41 | 40,5.1,3.4,1.5,0.2,Iris-setosa 42 | 41,5.0,3.5,1.3,0.3,Iris-setosa 43 | 42,4.5,2.3,1.3,0.3,Iris-setosa 44 | 43,4.4,3.2,1.3,0.2,Iris-setosa 45 | 44,5.0,3.5,1.6,0.6,Iris-setosa 46 | 45,5.1,3.8,1.9,0.4,Iris-setosa 47 | 46,4.8,3.0,1.4,0.3,Iris-setosa 48 | 47,5.1,3.8,1.6,0.2,Iris-setosa 49 | 48,4.6,3.2,1.4,0.2,Iris-setosa 50 | 49,5.3,3.7,1.5,0.2,Iris-setosa 51 | 50,5.0,3.3,1.4,0.2,Iris-setosa 52 | 51,7.0,3.2,4.7,1.4,Iris-versicolor 53 | 52,6.4,3.2,4.5,1.5,Iris-versicolor 54 | 53,6.9,3.1,4.9,1.5,Iris-versicolor 55 | 54,5.5,2.3,4.0,1.3,Iris-versicolor 56 | 55,6.5,2.8,4.6,1.5,Iris-versicolor 57 | 56,5.7,2.8,4.5,1.3,Iris-versicolor 58 | 57,6.3,3.3,4.7,1.6,Iris-versicolor 59 | 58,4.9,2.4,3.3,1.0,Iris-versicolor 60 | 59,6.6,2.9,4.6,1.3,Iris-versicolor 61 | 60,5.2,2.7,3.9,1.4,Iris-versicolor 62 | 61,5.0,2.0,3.5,1.0,Iris-versicolor 63 | 62,5.9,3.0,4.2,1.5,Iris-versicolor 64 | 63,6.0,2.2,4.0,1.0,Iris-versicolor 65 | 64,6.1,2.9,4.7,1.4,Iris-versicolor 66 | 65,5.6,2.9,3.6,1.3,Iris-versicolor 67 | 66,6.7,3.1,4.4,1.4,Iris-versicolor 68 | 67,5.6,3.0,4.5,1.5,Iris-versicolor 69 | 68,5.8,2.7,4.1,1.0,Iris-versicolor 70 | 69,6.2,2.2,4.5,1.5,Iris-versicolor 71 | 70,5.6,2.5,3.9,1.1,Iris-versicolor 72 | 71,5.9,3.2,4.8,1.8,Iris-versicolor 73 | 72,6.1,2.8,4.0,1.3,Iris-versicolor 74 | 73,6.3,2.5,4.9,1.5,Iris-versicolor 75 | 74,6.1,2.8,4.7,1.2,Iris-versicolor 76 | 75,6.4,2.9,4.3,1.3,Iris-versicolor 77 | 76,6.6,3.0,4.4,1.4,Iris-versicolor 78 | 77,6.8,2.8,4.8,1.4,Iris-versicolor 79 | 78,6.7,3.0,5.0,1.7,Iris-versicolor 80 | 79,6.0,2.9,4.5,1.5,Iris-versicolor 81 | 80,5.7,2.6,3.5,1.0,Iris-versicolor 82 | 81,5.5,2.4,3.8,1.1,Iris-versicolor 83 | 82,5.5,2.4,3.7,1.0,Iris-versicolor 84 | 83,5.8,2.7,3.9,1.2,Iris-versicolor 85 | 84,6.0,2.7,5.1,1.6,Iris-versicolor 86 | 85,5.4,3.0,4.5,1.5,Iris-versicolor 87 | 86,6.0,3.4,4.5,1.6,Iris-versicolor 88 | 87,6.7,3.1,4.7,1.5,Iris-versicolor 89 | 88,6.3,2.3,4.4,1.3,Iris-versicolor 90 | 89,5.6,3.0,4.1,1.3,Iris-versicolor 91 | 90,5.5,2.5,4.0,1.3,Iris-versicolor 92 | 91,5.5,2.6,4.4,1.2,Iris-versicolor 93 | 92,6.1,3.0,4.6,1.4,Iris-versicolor 94 | 93,5.8,2.6,4.0,1.2,Iris-versicolor 95 | 94,5.0,2.3,3.3,1.0,Iris-versicolor 96 | 95,5.6,2.7,4.2,1.3,Iris-versicolor 97 | 96,5.7,3.0,4.2,1.2,Iris-versicolor 98 | 97,5.7,2.9,4.2,1.3,Iris-versicolor 99 | 98,6.2,2.9,4.3,1.3,Iris-versicolor 100 | 99,5.1,2.5,3.0,1.1,Iris-versicolor 101 | 100,5.7,2.8,4.1,1.3,Iris-versicolor 102 | 101,6.3,3.3,6.0,2.5,Iris-virginica 103 | 102,5.8,2.7,5.1,1.9,Iris-virginica 104 | 103,7.1,3.0,5.9,2.1,Iris-virginica 105 | 104,6.3,2.9,5.6,1.8,Iris-virginica 106 | 105,6.5,3.0,5.8,2.2,Iris-virginica 107 | 106,7.6,3.0,6.6,2.1,Iris-virginica 108 | 107,4.9,2.5,4.5,1.7,Iris-virginica 109 | 108,7.3,2.9,6.3,1.8,Iris-virginica 110 | 109,6.7,2.5,5.8,1.8,Iris-virginica 111 | 110,7.2,3.6,6.1,2.5,Iris-virginica 112 | 111,6.5,3.2,5.1,2.0,Iris-virginica 113 | 112,6.4,2.7,5.3,1.9,Iris-virginica 114 | 113,6.8,3.0,5.5,2.1,Iris-virginica 115 | 114,5.7,2.5,5.0,2.0,Iris-virginica 116 | 115,5.8,2.8,5.1,2.4,Iris-virginica 117 | 116,6.4,3.2,5.3,2.3,Iris-virginica 118 | 117,6.5,3.0,5.5,1.8,Iris-virginica 119 | 118,7.7,3.8,6.7,2.2,Iris-virginica 120 | 119,7.7,2.6,6.9,2.3,Iris-virginica 121 | 120,6.0,2.2,5.0,1.5,Iris-virginica 122 | 121,6.9,3.2,5.7,2.3,Iris-virginica 123 | 122,5.6,2.8,4.9,2.0,Iris-virginica 124 | 123,7.7,2.8,6.7,2.0,Iris-virginica 125 | 124,6.3,2.7,4.9,1.8,Iris-virginica 126 | 125,6.7,3.3,5.7,2.1,Iris-virginica 127 | 126,7.2,3.2,6.0,1.8,Iris-virginica 128 | 127,6.2,2.8,4.8,1.8,Iris-virginica 129 | 128,6.1,3.0,4.9,1.8,Iris-virginica 130 | 129,6.4,2.8,5.6,2.1,Iris-virginica 131 | 130,7.2,3.0,5.8,1.6,Iris-virginica 132 | 131,7.4,2.8,6.1,1.9,Iris-virginica 133 | 132,7.9,3.8,6.4,2.0,Iris-virginica 134 | 133,6.4,2.8,5.6,2.2,Iris-virginica 135 | 134,6.3,2.8,5.1,1.5,Iris-virginica 136 | 135,6.1,2.6,5.6,1.4,Iris-virginica 137 | 136,7.7,3.0,6.1,2.3,Iris-virginica 138 | 137,6.3,3.4,5.6,2.4,Iris-virginica 139 | 138,6.4,3.1,5.5,1.8,Iris-virginica 140 | 139,6.0,3.0,4.8,1.8,Iris-virginica 141 | 140,6.9,3.1,5.4,2.1,Iris-virginica 142 | 141,6.7,3.1,5.6,2.4,Iris-virginica 143 | 142,6.9,3.1,5.1,2.3,Iris-virginica 144 | 143,5.8,2.7,5.1,1.9,Iris-virginica 145 | 144,6.8,3.2,5.9,2.3,Iris-virginica 146 | 145,6.7,3.3,5.7,2.5,Iris-virginica 147 | 146,6.7,3.0,5.2,2.3,Iris-virginica 148 | 147,6.3,2.5,5.0,1.9,Iris-virginica 149 | 148,6.5,3.0,5.2,2.0,Iris-virginica 150 | 149,6.2,3.4,5.4,2.3,Iris-virginica 151 | 150,5.9,3.0,5.1,1.8,Iris-virginica 152 | -------------------------------------------------------------------------------- /Isolation_data.csv: -------------------------------------------------------------------------------- 1 | Frozen,Delicassen 2 | 214,1338 3 | 1762,1776 4 | 2405,7844 5 | 6404,1788 6 | 3915,5185 7 | 666,1451 8 | 480,545 9 | 1669,2566 10 | 425,750 11 | 1159,2098 12 | 4400,1744 13 | 1420,497 14 | 287,2931 15 | 3095,602 16 | 294,2168 17 | 397,412 18 | 134,1080 19 | 839,4478 20 | 2205,3181 21 | 669,501 22 | 1066,2124 23 | 3383,569 24 | 9408,4334 25 | 5154,16523 26 | 2915,5778 27 | 201,57 28 | 3151,833 29 | 485,518 30 | 1158,5206 31 | 1200,823 32 | 1148,2963 33 | 2088,985 34 | 266,405 35 | 6130,1083 36 | 425,395 37 | 833,436 38 | 1729,4626 39 | 1920,714 40 | 33,433 41 | 10002,2916 42 | 9510,5864 43 | 2033,2802 44 | 188,46 45 | 787,72 46 | 541,65 47 | 1740,4985 48 | 1668,1452 49 | 7782,6465 50 | 584,1476 51 | 1798,1163 52 | 3860,2162 53 | 239,301 54 | 532,1278 55 | 744,224 56 | 2436,1333 57 | 1057,1130 58 | 2616,1340 59 | 38,1282 60 | 596,436 61 | 129,1603 62 | 96,225 63 | 3254,2017 64 | 4154,964 65 | 2896,1295 66 | 3724,1145 67 | 36,1423 68 | 175,27 69 | 1256,834 70 | 5870,3095 71 | 779,144 72 | 10643,1365 73 | 5373,14472 74 | 8872,181 75 | 8132,648 76 | 1285,1780 77 | 4407,975 78 | 7530,894 79 | 869,1009 80 | 2096,167 81 | 868,1653 82 | 430,529 83 | 283,156 84 | 737,2342 85 | 2320,772 86 | 1178,120 87 | 1026,2944 88 | 987,903 89 | 6312,14351 90 | 9735,46 91 | 3443,3178 92 | 3347,360 93 | 8693,1117 94 | 3232,5130 95 | 35009,2698 96 | 206,244 97 | 440,709 98 | 145,217 99 | 774,63 100 | 895,132 101 | 5639,323 102 | 3252,3029 103 | 1593,1838 104 | 2561,1386 105 | 18028,2498 106 | 1336,548 107 | 910,1378 108 | 133,1831 109 | 2471,1438 110 | 247,1236 111 | 673,3 112 | 2276,1647 113 | 805,1519 114 | 8853,2708 115 | 3220,1561 116 | 2555,1266 117 | 2715,610 118 | 1517,222 119 | 1647,1160 120 | 5343,933 121 | 3896,635 122 | 2417,1136 123 | 2395,255 124 | 1991,860 125 | 2194,143 126 | 4787,1621 127 | 16538,918 128 | 8195,483 129 | 880,2749 130 | 142,3 131 | 1718,1819 132 | 6316,911 133 | 346,310 134 | 576,328 135 | 436,396 136 | 720,537 137 | 1170,326 138 | 4575,1542 139 | 661,36 140 | 155,3271 141 | 825,929 142 | 2279,2616 143 | 321,1450 144 | 2995,3 145 | 8425,318 146 | 118,201 147 | 42,4430 148 | 926,520 149 | 1286,526 150 | 4052,434 151 | 800,1440 152 | 853,1067 153 | 531,1774 154 | 3001,184 155 | 779,1627 156 | 75,8 157 | 233,2153 158 | 317,3182 159 | 3378,418 160 | 930,1682 161 | 398,303 162 | 824,2157 163 | 1092,2233 164 | 2665,610 165 | 2367,446 166 | 2540,238 167 | 4425,2379 168 | 993,3637 169 | 405,693 170 | 1393,429 171 | 2399,750 172 | 1116,323 173 | 651,6250 174 | 333,707 175 | 937,716 176 | 2515,1442 177 | 52,1697 178 | 7368,230 179 | 1752,2631 180 | 1152,395 181 | 4477,2165 182 | 402,2794 183 | 16745,8550 184 | 443,156 185 | 36534,47943 186 | 74,11 187 | 2181,247 188 | 3470,727 189 | 6269,3 190 | 2758,404 191 | 275,1856 192 | 7332,64 193 | 890,84 194 | 547,409 195 | 959,666 196 | 806,1142 197 | 7888,1755 198 | 18711,2876 199 | 1127,1468 200 | 3527,697 201 | 520,347 202 | 3941,731 203 | 3549,1681 204 | 5065,6854 205 | 469,18 206 | 1383,1328 207 | 955,710 208 | 878,285 209 | 2946,120 210 | 1859,806 211 | 864,797 212 | 1801,2100 213 | 4736,2870 214 | 1291,1775 215 | 1329,1215 216 | 913,791 217 | 1374,2388 218 | 179,674 219 | 2532,1158 220 | 1285,6372 221 | 2306,130 222 | 1765,749 223 | 91,239 224 | 7496,375 225 | 5612,1360 226 | 784,659 227 | 660,786 228 | 1759,1553 229 | 2286,689 230 | 950,203 231 | 6845,980 232 | 8321,2137 233 | 1439,490 234 | 638,834 235 | 937,7 236 | 4260,2563 237 | 1218,295 238 | 2312,225 239 | 4634,1215 240 | 1112,216 241 | 5243,2253 242 | 11422,2564 243 | 2216,1047 244 | 3752,578 245 | 561,2398 246 | 1183,1970 247 | 230,2784 248 | 1777,610 249 | 2077,659 250 | 559,572 251 | 6340,291 252 | 1730,710 253 | 6746,5121 254 | 7683,1693 255 | 432,1391 256 | 4686,3265 257 | 3242,615 258 | 453,373 259 | 5004,987 260 | 6422,3321 261 | 3012,818 262 | 327,548 263 | 6818,287 264 | 982,655 265 | 4324,411 266 | 61,1265 267 | 10155,3636 268 | 2221,2563 269 | 3975,3628 270 | 1069,698 271 | 2516,204 272 | 5500,56 273 | 1120,1550 274 | 529,1040 275 | 4802,1824 276 | 744,1153 277 | 862,379 278 | 4479,2503 279 | 16919,139 280 | 5845,1409 281 | 1293,1721 282 | 977,1104 283 | 1093,2079 284 | 5970,1404 285 | 10303,1384 286 | 8692,2406 287 | 1042,18 288 | 1619,128 289 | 8366,1027 290 | 848,258 291 | 1388,22 292 | 502,1522 293 | 2507,686 294 | 3838,1060 295 | 902,741 296 | 909,1854 297 | 417,254 298 | 3045,898 299 | 1455,531 300 | 934,1037 301 | 264,259 302 | 824,2005 303 | 1809,172 304 | 364,555 305 | 492,59 306 | 617,2410 307 | 799,211 308 | 1840,1543 309 | 1149,925 310 | 416,656 311 | 1465,806 312 | 12569,1117 313 | 3046,117 314 | 1274,142 315 | 4447,297 316 | 1483,1233 317 | 662,3508 318 | 2679,1059 319 | 978,1637 320 | 2121,51 321 | 1128,1625 322 | 514,834 323 | 2714,1113 324 | 3703,229 325 | 915,573 326 | 2369,1092 327 | 60869,5609 328 | 3498,834 329 | 414,522 330 | 7849,1534 331 | 5127,739 332 | 3570,1043 333 | 1234,1102 334 | 2208,2602 335 | 131,1215 336 | 11559,3486 337 | 1365,2139 338 | 650,778 339 | 8170,868 340 | 15601,550 341 | 9584,1942 342 | 388,1371 343 | 767,2158 344 | 349,1328 345 | 1456,37 346 | 2234,379 347 | 402,303 348 | 2693,1115 349 | 2809,1022 350 | 1341,665 351 | 2005,445 352 | 1796,995 353 | 1741,3137 354 | 830,195 355 | 228,1111 356 | 6386,2341 357 | 245,127 358 | 3157,548 359 | 137,110 360 | 6114,4100 361 | 340,776 362 | 2601,503 363 | 1206,405 364 | 560,712 365 | 191,314 366 | 1103,468 367 | 1619,3105 368 | 1173,447 369 | 1457,342 370 | 2046,558 371 | 1089,296 372 | 1364,2235 373 | 8164,790 374 | 876,4829 375 | 1504,3113 376 | 1492,686 377 | 597,70 378 | 5641,1426 379 | 1034,1242 380 | 282,1114 381 | 130,179 382 | 3881,270 383 | 9927,532 384 | 2540,2893 385 | 4006,361 386 | 3635,5120 387 | 2583,1068 388 | 1945,967 389 | 1960,961 390 | 1677,406 391 | 3019,684 392 | 5502,1000 393 | 907,1827 394 | 659,654 395 | 8620,819 396 | 1398,452 397 | 2921,290 398 | 2644,2213 399 | 6838,743 400 | 5390,247 401 | 1601,375 402 | 3576,1014 403 | 13223,1902 404 | 220,340 405 | 127,288 406 | 4324,715 407 | 2069,378 408 | 9806,960 409 | 2854,553 410 | 1646,344 411 | 2349,5137 412 | 1389,1892 413 | 1535,4365 414 | 98,62 415 | 17866,2435 416 | 5679,290 417 | 1691,1874 418 | 848,993 419 | 364,1063 420 | 133,776 421 | 633,1521 422 | 25,1393 423 | 1031,1784 424 | 830,1218 425 | 1059,668 426 | 874,249 427 | 15348,1886 428 | 3141,1894 429 | 15082,1163 430 | 2198,317 431 | 47,2501 432 | 575,2080 433 | 13486,1498 434 | 269,395 435 | 1541,1449 436 | 688,838 437 | 13135,2204 438 | 4510,2346 439 | 437,1867 440 | 1038,2125 441 | 65,52 442 | -------------------------------------------------------------------------------- /Mall_Customers.csv: -------------------------------------------------------------------------------- 1 | CustomerID,Genre,Age,Annual Income (k$),Spending Score (1-100) 2 | 0001,Male,19,15,39 3 | 0002,Male,21,15,81 4 | 0003,Female,20,16,6 5 | 0004,Female,23,16,77 6 | 0005,Female,31,17,40 7 | 0006,Female,22,17,76 8 | 0007,Female,35,18,6 9 | 0008,Female,23,18,94 10 | 0009,Male,64,19,3 11 | 0010,Female,30,19,72 12 | 0011,Male,67,19,14 13 | 0012,Female,35,19,99 14 | 0013,Female,58,20,15 15 | 0014,Female,24,20,77 16 | 0015,Male,37,20,13 17 | 0016,Male,22,20,79 18 | 0017,Female,35,21,35 19 | 0018,Male,20,21,66 20 | 0019,Male,52,23,29 21 | 0020,Female,35,23,98 22 | 0021,Male,35,24,35 23 | 0022,Male,25,24,73 24 | 0023,Female,46,25,5 25 | 0024,Male,31,25,73 26 | 0025,Female,54,28,14 27 | 0026,Male,29,28,82 28 | 0027,Female,45,28,32 29 | 0028,Male,35,28,61 30 | 0029,Female,40,29,31 31 | 0030,Female,23,29,87 32 | 0031,Male,60,30,4 33 | 0032,Female,21,30,73 34 | 0033,Male,53,33,4 35 | 0034,Male,18,33,92 36 | 0035,Female,49,33,14 37 | 0036,Female,21,33,81 38 | 0037,Female,42,34,17 39 | 0038,Female,30,34,73 40 | 0039,Female,36,37,26 41 | 0040,Female,20,37,75 42 | 0041,Female,65,38,35 43 | 0042,Male,24,38,92 44 | 0043,Male,48,39,36 45 | 0044,Female,31,39,61 46 | 0045,Female,49,39,28 47 | 0046,Female,24,39,65 48 | 0047,Female,50,40,55 49 | 0048,Female,27,40,47 50 | 0049,Female,29,40,42 51 | 0050,Female,31,40,42 52 | 0051,Female,49,42,52 53 | 0052,Male,33,42,60 54 | 0053,Female,31,43,54 55 | 0054,Male,59,43,60 56 | 0055,Female,50,43,45 57 | 0056,Male,47,43,41 58 | 0057,Female,51,44,50 59 | 0058,Male,69,44,46 60 | 0059,Female,27,46,51 61 | 0060,Male,53,46,46 62 | 0061,Male,70,46,56 63 | 0062,Male,19,46,55 64 | 0063,Female,67,47,52 65 | 0064,Female,54,47,59 66 | 0065,Male,63,48,51 67 | 0066,Male,18,48,59 68 | 0067,Female,43,48,50 69 | 0068,Female,68,48,48 70 | 0069,Male,19,48,59 71 | 0070,Female,32,48,47 72 | 0071,Male,70,49,55 73 | 0072,Female,47,49,42 74 | 0073,Female,60,50,49 75 | 0074,Female,60,50,56 76 | 0075,Male,59,54,47 77 | 0076,Male,26,54,54 78 | 0077,Female,45,54,53 79 | 0078,Male,40,54,48 80 | 0079,Female,23,54,52 81 | 0080,Female,49,54,42 82 | 0081,Male,57,54,51 83 | 0082,Male,38,54,55 84 | 0083,Male,67,54,41 85 | 0084,Female,46,54,44 86 | 0085,Female,21,54,57 87 | 0086,Male,48,54,46 88 | 0087,Female,55,57,58 89 | 0088,Female,22,57,55 90 | 0089,Female,34,58,60 91 | 0090,Female,50,58,46 92 | 0091,Female,68,59,55 93 | 0092,Male,18,59,41 94 | 0093,Male,48,60,49 95 | 0094,Female,40,60,40 96 | 0095,Female,32,60,42 97 | 0096,Male,24,60,52 98 | 0097,Female,47,60,47 99 | 0098,Female,27,60,50 100 | 0099,Male,48,61,42 101 | 0100,Male,20,61,49 102 | 0101,Female,23,62,41 103 | 0102,Female,49,62,48 104 | 0103,Male,67,62,59 105 | 0104,Male,26,62,55 106 | 0105,Male,49,62,56 107 | 0106,Female,21,62,42 108 | 0107,Female,66,63,50 109 | 0108,Male,54,63,46 110 | 0109,Male,68,63,43 111 | 0110,Male,66,63,48 112 | 0111,Male,65,63,52 113 | 0112,Female,19,63,54 114 | 0113,Female,38,64,42 115 | 0114,Male,19,64,46 116 | 0115,Female,18,65,48 117 | 0116,Female,19,65,50 118 | 0117,Female,63,65,43 119 | 0118,Female,49,65,59 120 | 0119,Female,51,67,43 121 | 0120,Female,50,67,57 122 | 0121,Male,27,67,56 123 | 0122,Female,38,67,40 124 | 0123,Female,40,69,58 125 | 0124,Male,39,69,91 126 | 0125,Female,23,70,29 127 | 0126,Female,31,70,77 128 | 0127,Male,43,71,35 129 | 0128,Male,40,71,95 130 | 0129,Male,59,71,11 131 | 0130,Male,38,71,75 132 | 0131,Male,47,71,9 133 | 0132,Male,39,71,75 134 | 0133,Female,25,72,34 135 | 0134,Female,31,72,71 136 | 0135,Male,20,73,5 137 | 0136,Female,29,73,88 138 | 0137,Female,44,73,7 139 | 0138,Male,32,73,73 140 | 0139,Male,19,74,10 141 | 0140,Female,35,74,72 142 | 0141,Female,57,75,5 143 | 0142,Male,32,75,93 144 | 0143,Female,28,76,40 145 | 0144,Female,32,76,87 146 | 0145,Male,25,77,12 147 | 0146,Male,28,77,97 148 | 0147,Male,48,77,36 149 | 0148,Female,32,77,74 150 | 0149,Female,34,78,22 151 | 0150,Male,34,78,90 152 | 0151,Male,43,78,17 153 | 0152,Male,39,78,88 154 | 0153,Female,44,78,20 155 | 0154,Female,38,78,76 156 | 0155,Female,47,78,16 157 | 0156,Female,27,78,89 158 | 0157,Male,37,78,1 159 | 0158,Female,30,78,78 160 | 0159,Male,34,78,1 161 | 0160,Female,30,78,73 162 | 0161,Female,56,79,35 163 | 0162,Female,29,79,83 164 | 0163,Male,19,81,5 165 | 0164,Female,31,81,93 166 | 0165,Male,50,85,26 167 | 0166,Female,36,85,75 168 | 0167,Male,42,86,20 169 | 0168,Female,33,86,95 170 | 0169,Female,36,87,27 171 | 0170,Male,32,87,63 172 | 0171,Male,40,87,13 173 | 0172,Male,28,87,75 174 | 0173,Male,36,87,10 175 | 0174,Male,36,87,92 176 | 0175,Female,52,88,13 177 | 0176,Female,30,88,86 178 | 0177,Male,58,88,15 179 | 0178,Male,27,88,69 180 | 0179,Male,59,93,14 181 | 0180,Male,35,93,90 182 | 0181,Female,37,97,32 183 | 0182,Female,32,97,86 184 | 0183,Male,46,98,15 185 | 0184,Female,29,98,88 186 | 0185,Female,41,99,39 187 | 0186,Male,30,99,97 188 | 0187,Female,54,101,24 189 | 0188,Male,28,101,68 190 | 0189,Female,41,103,17 191 | 0190,Female,36,103,85 192 | 0191,Female,34,103,23 193 | 0192,Female,32,103,69 194 | 0193,Male,33,113,8 195 | 0194,Female,38,113,91 196 | 0195,Female,47,120,16 197 | 0196,Female,35,120,79 198 | 0197,Female,45,126,28 199 | 0198,Male,32,126,74 200 | 0199,Male,32,137,18 201 | 0200,Male,30,137,83 -------------------------------------------------------------------------------- /Mall_Data.csv: -------------------------------------------------------------------------------- 1 | CustomerID,Annual Income (k$),Spending Score (1-100) 2 | 1,15,39 3 | 2,15,81 4 | 3,16,6 5 | 4,16,77 6 | 5,17,40 7 | 6,17,76 8 | 7,18,6 9 | 8,18,94 10 | 9,19,3 11 | 10,19,72 12 | 11,19,14 13 | 12,19,99 14 | 13,20,15 15 | 14,20,77 16 | 15,20,13 17 | 16,20,79 18 | 17,21,35 19 | 18,21,66 20 | 19,23,29 21 | 20,23,98 22 | 21,24,35 23 | 22,24,73 24 | 23,25,5 25 | 24,25,73 26 | 25,28,14 27 | 26,28,82 28 | 27,28,32 29 | 28,28,61 30 | 29,29,31 31 | 30,29,87 32 | 31,30,4 33 | 32,30,73 34 | 33,33,4 35 | 34,33,92 36 | 35,33,14 37 | 36,33,81 38 | 37,34,17 39 | 38,34,73 40 | 39,37,26 41 | 40,37,75 42 | 41,38,35 43 | 42,38,92 44 | 43,39,36 45 | 44,39,61 46 | 45,39,28 47 | 46,39,65 48 | 47,40,55 49 | 48,40,47 50 | 49,40,42 51 | 50,40,42 52 | 51,42,52 53 | 52,42,60 54 | 53,43,54 55 | 54,43,60 56 | 55,43,45 57 | 56,43,41 58 | 57,44,50 59 | 58,44,46 60 | 59,46,51 61 | 60,46,46 62 | 61,46,56 63 | 62,46,55 64 | 63,47,52 65 | 64,47,59 66 | 65,48,51 67 | 66,48,59 68 | 67,48,50 69 | 68,48,48 70 | 69,48,59 71 | 70,48,47 72 | 71,49,55 73 | 72,49,42 74 | 73,50,49 75 | 74,50,56 76 | 75,54,47 77 | 76,54,54 78 | 77,54,53 79 | 78,54,48 80 | 79,54,52 81 | 80,54,42 82 | 81,54,51 83 | 82,54,55 84 | 83,54,41 85 | 84,54,44 86 | 85,54,57 87 | 86,54,46 88 | 87,57,58 89 | 88,57,55 90 | 89,58,60 91 | 90,58,46 92 | 91,59,55 93 | 92,59,41 94 | 93,60,49 95 | 94,60,40 96 | 95,60,42 97 | 96,60,52 98 | 97,60,47 99 | 98,60,50 100 | 99,61,42 101 | 100,61,49 102 | 101,62,41 103 | 102,62,48 104 | 103,62,59 105 | 104,62,55 106 | 105,62,56 107 | 106,62,42 108 | 107,63,50 109 | 108,63,46 110 | 109,63,43 111 | 110,63,48 112 | 111,63,52 113 | 112,63,54 114 | 113,64,42 115 | 114,64,46 116 | 115,65,48 117 | 116,65,50 118 | 117,65,43 119 | 118,65,59 120 | 119,67,43 121 | 120,67,57 122 | 121,67,56 123 | 122,67,40 124 | 123,69,58 125 | 124,69,91 126 | 125,70,29 127 | 126,70,77 128 | 127,71,35 129 | 128,71,95 130 | 129,71,11 131 | 130,71,75 132 | 131,71,9 133 | 132,71,75 134 | 133,72,34 135 | 134,72,71 136 | 135,73,5 137 | 136,73,88 138 | 137,73,7 139 | 138,73,73 140 | 139,74,10 141 | 140,74,72 142 | 141,75,5 143 | 142,75,93 144 | 143,76,40 145 | 144,76,87 146 | 145,77,12 147 | 146,77,97 148 | 147,77,36 149 | 148,77,74 150 | 149,78,22 151 | 150,78,90 152 | 151,78,17 153 | 152,78,88 154 | 153,78,20 155 | 154,78,76 156 | 155,78,16 157 | 156,78,89 158 | 157,78,1 159 | 158,78,78 160 | 159,78,1 161 | 160,78,73 162 | 161,79,35 163 | 162,79,83 164 | 163,81,5 165 | 164,81,93 166 | 165,85,26 167 | 166,85,75 168 | 167,86,20 169 | 168,86,95 170 | 169,87,27 171 | 170,87,63 172 | 171,87,13 173 | 172,87,75 174 | 173,87,10 175 | 174,87,92 176 | 175,88,13 177 | 176,88,86 178 | 177,88,15 179 | 178,88,69 180 | 179,93,14 181 | 180,93,90 182 | 181,97,32 183 | 182,97,86 184 | 183,98,15 185 | 184,98,88 186 | 185,99,39 187 | 186,99,97 188 | 187,101,24 189 | 188,101,68 190 | 189,103,17 191 | 190,103,85 192 | 191,103,23 193 | 192,103,69 194 | 193,113,8 195 | 194,113,91 196 | 195,120,16 197 | 196,120,79 198 | 197,126,28 199 | 198,126,74 200 | 199,137,18 201 | 200,137,83 202 | -------------------------------------------------------------------------------- /NewspaperData.csv: -------------------------------------------------------------------------------- 1 | Newspaper,daily,sunday 2 | Baltimore Sun,391.952,488.506 3 | Boston Globe,516.981,798.298 4 | Boston Herald,355.628,235.084 5 | Charlotte Observer,238.555,299.451 6 | Chicago Sun Times,537.78,559.093 7 | Chicago Tribune,733.775,1133.249 8 | Cincinnati Enquirer,198.832,348.744 9 | Denver Post,252.624,417.779 10 | Des Moines Register,206.204,344.522 11 | Hartford Courant,231.177,323.084 12 | Houston Chronicle,449.755,620.752 13 | Kansas City Star,288.571,423.305 14 | Los Angeles Daily News,185.736,202.614 15 | Los Angeles Times,1164.388,1531.527 16 | Miami Herald,444.581,553.479 17 | Minneapolis Star Tribune,412.871,685.975 18 | New Orleans Times-Picayune,272.28,324.241 19 | New York Daily News,781.796,983.24 20 | New York Times,1209.225,1762.015 21 | Newsday,825.512,960.308 22 | Omaha World Herald,223.748,284.611 23 | Orange County Register,354.843,407.76 24 | Philadelphia Inquirer,515.523,982.663 25 | Pittsburgh Press,220.465,557 26 | Portland Oregonian,337.672,440.923 27 | Providence Journal-Bulletin,197.12,268.06 28 | Rochester Democrat & Chronicle,133.239,262.048 29 | Rocky Mountain News,374.009,432.502 30 | Sacramento Bee,273.844,338.355 31 | San Francisco Chronicle,570.364,704.322 32 | St. Louis Post-Dispatch,391.286,585.681 33 | St. Paul Pioneer Press,201.86,267.781 34 | Tampa Tribune,321.626,408.343 35 | Washington Post,838.902,1165.567 36 | -------------------------------------------------------------------------------- /Regularization.csv: -------------------------------------------------------------------------------- 1 | ,symboling,normalized-losses,make,fuel-type,body-style,drive-wheels,engine-location,width,height,engine-type,engine-size,horsepower,city-mpg,highway-mpg,price 2 | 0,3,115,alfa-romero,gas,convertible,rwd,front,64.1,48.8,dohc,130,111,21,27,13495 3 | 1,3,115,alfa-romero,gas,convertible,rwd,front,64.1,48.8,dohc,130,111,21,27,16500 4 | 2,1,115,alfa-romero,gas,hatchback,rwd,front,65.5,52.4,ohcv,152,154,19,26,16500 5 | 3,2,164,audi,gas,sedan,fwd,front,66.2,54.3,ohc,109,102,24,30,13950 6 | 4,2,164,audi,gas,sedan,4wd,front,66.4,54.3,ohc,136,115,18,22,17450 7 | 5,2,115,audi,gas,sedan,fwd,front,66.3,53.1,ohc,136,110,19,25,15250 8 | 6,1,158,audi,gas,sedan,fwd,front,71.4,55.7,ohc,136,110,19,25,17710 9 | 7,1,115,audi,gas,wagon,fwd,front,71.4,55.7,ohc,136,110,19,25,18920 10 | 8,1,158,audi,gas,sedan,fwd,front,71.4,55.9,ohc,131,140,17,20,23875 11 | 9,0,115,audi,gas,hatchback,4wd,front,67.9,52.0,ohc,131,160,16,22,12000 12 | 10,2,192,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,108,101,23,29,16430 13 | 11,0,192,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,108,101,23,29,16925 14 | 12,0,188,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,164,121,21,28,20970 15 | 13,0,188,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,164,121,21,28,21105 16 | 14,1,115,bmw,gas,sedan,rwd,front,66.9,55.7,ohc,164,121,20,25,24565 17 | 15,0,115,bmw,gas,sedan,rwd,front,66.9,55.7,ohc,209,182,16,22,30760 18 | 16,0,115,bmw,gas,sedan,rwd,front,67.9,53.7,ohc,209,182,16,22,41315 19 | 17,0,115,bmw,gas,sedan,rwd,front,70.9,56.3,ohc,209,182,15,20,36880 20 | 18,2,121,chevrolet,gas,hatchback,fwd,front,60.3,53.2,l,61,48,47,53,5151 21 | 19,1,98,chevrolet,gas,hatchback,fwd,front,63.6,52.0,ohc,90,70,38,43,6295 22 | 20,0,81,chevrolet,gas,sedan,fwd,front,63.6,52.0,ohc,90,70,38,43,6575 23 | 21,1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,37,41,5572 24 | 22,1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,31,38,6377 25 | 23,1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7957 26 | 24,1,148,dodge,gas,hatchback,fwd,front,63.8,50.6,ohc,90,68,31,38,6229 27 | 25,1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,90,68,31,38,6692 28 | 26,1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,90,68,31,38,7609 29 | 27,1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,98,102,24,30,8558 30 | 28,-1,110,dodge,gas,wagon,fwd,front,64.6,59.8,ohc,122,88,24,30,8921 31 | 29,3,145,dodge,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,12964 32 | 30,2,137,honda,gas,hatchback,fwd,front,63.9,50.8,ohc,92,58,49,54,6479 33 | 31,2,137,honda,gas,hatchback,fwd,front,63.9,50.8,ohc,92,76,31,38,6855 34 | 32,1,101,honda,gas,hatchback,fwd,front,64.0,52.6,ohc,79,60,38,42,5399 35 | 33,1,101,honda,gas,hatchback,fwd,front,64.0,52.6,ohc,92,76,30,34,6529 36 | 34,1,101,honda,gas,hatchback,fwd,front,64.0,52.6,ohc,92,76,30,34,7129 37 | 35,0,110,honda,gas,sedan,fwd,front,64.0,54.5,ohc,92,76,30,34,7295 38 | 36,0,78,honda,gas,wagon,fwd,front,63.9,58.3,ohc,92,76,30,34,7295 39 | 37,0,106,honda,gas,hatchback,fwd,front,65.2,53.3,ohc,110,86,27,33,7895 40 | 38,0,106,honda,gas,hatchback,fwd,front,65.2,53.3,ohc,110,86,27,33,9095 41 | 39,0,85,honda,gas,sedan,fwd,front,65.2,54.1,ohc,110,86,27,33,8845 42 | 40,0,85,honda,gas,sedan,fwd,front,62.5,54.1,ohc,110,86,27,33,10295 43 | 41,0,85,honda,gas,sedan,fwd,front,65.2,54.1,ohc,110,101,24,28,12945 44 | 42,1,107,honda,gas,sedan,fwd,front,66.0,51.0,ohc,110,100,25,31,10345 45 | 43,0,115,isuzu,gas,sedan,rwd,front,61.8,53.5,ohc,111,78,24,29,6785 46 | 44,1,115,isuzu,gas,sedan,fwd,front,63.6,52.0,ohc,90,70,38,43,10000 47 | 45,0,115,isuzu,gas,sedan,fwd,front,63.6,52.0,ohc,90,70,38,43,23000 48 | 46,2,115,isuzu,gas,hatchback,rwd,front,65.2,51.4,ohc,119,90,24,29,11048 49 | 47,0,145,jaguar,gas,sedan,rwd,front,69.6,52.8,dohc,258,176,15,19,32250 50 | 48,0,115,jaguar,gas,sedan,rwd,front,69.6,52.8,dohc,258,176,15,19,35550 51 | 49,0,115,jaguar,gas,sedan,rwd,front,70.6,47.8,ohcv,326,262,13,17,36000 52 | 50,1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,30,31,5195 53 | 51,1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,31,38,6095 54 | 52,1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,31,38,6795 55 | 53,1,113,mazda,gas,sedan,fwd,front,64.2,54.1,ohc,91,68,31,38,6695 56 | 54,1,113,mazda,gas,sedan,fwd,front,64.2,54.1,ohc,91,68,31,38,7395 57 | 55,3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,10945 58 | 56,3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,11845 59 | 57,3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,13645 60 | 58,3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,80,135,16,23,15645 61 | 59,1,129,mazda,gas,hatchback,fwd,front,66.5,53.7,ohc,122,84,26,32,8845 62 | 60,0,115,mazda,gas,sedan,fwd,front,66.5,55.5,ohc,122,84,26,32,8495 63 | 61,1,129,mazda,gas,hatchback,fwd,front,66.5,53.7,ohc,122,84,26,32,10595 64 | 62,0,115,mazda,gas,sedan,fwd,front,66.5,55.5,ohc,122,84,26,32,10245 65 | 63,0,115,mazda,diesel,sedan,fwd,front,66.5,55.5,ohc,122,64,36,42,10795 66 | 64,0,115,mazda,gas,hatchback,fwd,front,66.5,55.5,ohc,122,84,26,32,11245 67 | 65,0,118,mazda,gas,sedan,rwd,front,66.1,54.4,ohc,140,120,19,27,18280 68 | 66,0,115,mazda,diesel,sedan,rwd,front,66.1,54.4,ohc,134,72,31,39,18344 69 | 67,-1,93,mercedes-benz,diesel,sedan,rwd,front,70.3,56.5,ohc,183,123,22,25,25552 70 | 68,-1,93,mercedes-benz,diesel,wagon,rwd,front,70.3,58.7,ohc,183,123,22,25,28248 71 | 69,0,93,mercedes-benz,diesel,hardtop,rwd,front,70.3,54.9,ohc,183,123,22,25,28176 72 | 70,-1,93,mercedes-benz,diesel,sedan,rwd,front,71.7,56.3,ohc,183,123,22,25,31600 73 | 71,-1,115,mercedes-benz,gas,sedan,rwd,front,71.7,56.5,ohcv,234,155,16,18,34184 74 | 72,3,142,mercedes-benz,gas,convertible,rwd,front,70.5,50.8,ohcv,234,155,16,18,35056 75 | 73,0,115,mercedes-benz,gas,sedan,rwd,front,71.7,56.7,ohcv,308,184,14,16,40960 76 | 74,1,115,mercedes-benz,gas,hardtop,rwd,front,72.0,55.4,ohcv,304,184,14,16,45400 77 | 75,1,115,mercury,gas,hatchback,rwd,front,68.0,54.8,ohc,140,175,19,24,16503 78 | 76,2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,37,41,5389 79 | 77,2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,31,38,6189 80 | 78,2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,31,38,6669 81 | 79,1,161,mitsubishi,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7689 82 | 80,3,153,mitsubishi,gas,hatchback,fwd,front,65.4,49.4,ohc,110,116,23,30,9959 83 | 81,3,153,mitsubishi,gas,hatchback,fwd,front,65.4,49.4,ohc,122,88,25,32,8499 84 | 82,3,115,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,12629 85 | 83,3,115,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,14869 86 | 84,3,115,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,14489 87 | 85,1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,122,88,25,32,6989 88 | 86,1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,122,88,25,32,8189 89 | 87,1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,110,116,23,30,9279 90 | 88,-1,137,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,110,116,23,30,9279 91 | 89,1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,5499 92 | 90,1,128,nissan,diesel,sedan,fwd,front,63.8,54.5,ohc,103,55,45,50,7099 93 | 91,1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,6649 94 | 92,1,122,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,6849 95 | 93,1,103,nissan,gas,wagon,fwd,front,63.8,53.5,ohc,97,69,31,37,7349 96 | 94,1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,7299 97 | 95,1,128,nissan,gas,hatchback,fwd,front,63.8,53.3,ohc,97,69,31,37,7799 98 | 96,1,122,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,7499 99 | 97,1,103,nissan,gas,wagon,fwd,front,63.8,53.5,ohc,97,69,31,37,7999 100 | 98,2,168,nissan,gas,hardtop,fwd,front,63.8,53.3,ohc,97,69,31,37,8249 101 | 99,0,106,nissan,gas,hatchback,fwd,front,65.2,54.7,ohc,120,97,27,34,8949 102 | 100,0,106,nissan,gas,sedan,fwd,front,65.2,54.7,ohc,120,97,27,34,9549 103 | 101,0,128,nissan,gas,sedan,fwd,front,66.5,55.1,ohcv,181,152,17,22,13499 104 | 102,0,108,nissan,gas,wagon,fwd,front,66.5,56.1,ohcv,181,152,17,22,14399 105 | 103,0,108,nissan,gas,sedan,fwd,front,66.5,55.1,ohcv,181,152,19,25,13499 106 | 104,3,194,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,160,19,25,17199 107 | 105,3,194,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,200,17,23,19699 108 | 106,1,231,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,160,19,25,18399 109 | 107,0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,97,19,24,11900 110 | 108,0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,13200 111 | 109,0,115,peugot,gas,wagon,rwd,front,68.4,58.7,l,120,97,19,24,12440 112 | 110,0,115,peugot,diesel,wagon,rwd,front,68.4,58.7,l,152,95,25,25,13860 113 | 111,0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,95,19,24,15580 114 | 112,0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,16900 115 | 113,0,115,peugot,gas,wagon,rwd,front,68.4,56.7,l,120,95,19,24,16695 116 | 114,0,115,peugot,diesel,wagon,rwd,front,68.4,58.7,l,152,95,25,25,17075 117 | 115,0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,97,19,24,16630 118 | 116,0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,17950 119 | 117,0,161,peugot,gas,sedan,rwd,front,68.3,56.0,l,134,142,18,24,18150 120 | 118,1,119,plymouth,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,37,41,5572 121 | 119,1,119,plymouth,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7957 122 | 120,1,154,plymouth,gas,hatchback,fwd,front,63.8,50.6,ohc,90,68,31,38,6229 123 | 121,1,154,plymouth,gas,sedan,fwd,front,63.8,50.8,ohc,90,68,31,38,6692 124 | 122,1,154,plymouth,gas,sedan,fwd,front,63.8,50.8,ohc,98,68,31,38,7609 125 | 123,-1,74,plymouth,gas,wagon,fwd,front,64.6,59.8,ohc,122,88,24,30,8921 126 | 124,3,115,plymouth,gas,hatchback,rwd,front,66.3,50.2,ohc,156,145,19,24,12764 127 | 125,3,186,porsche,gas,hatchback,rwd,front,68.3,50.2,ohc,151,143,19,27,22018 128 | 126,3,115,porsche,gas,hardtop,rwd,rear,65.0,51.6,ohcf,194,207,17,25,32528 129 | 127,3,115,porsche,gas,hardtop,rwd,rear,65.0,51.6,ohcf,194,207,17,25,34028 130 | 128,3,115,porsche,gas,convertible,rwd,rear,65.0,51.6,ohcf,194,207,17,25,37028 131 | 129,1,115,porsche,gas,hatchback,rwd,front,72.3,50.5,dohcv,203,288,17,28,12000 132 | 130,0,115,renault,gas,wagon,fwd,front,66.5,55.2,ohc,132,95,23,31,9295 133 | 131,2,115,renault,gas,hatchback,fwd,front,66.6,50.5,ohc,132,95,23,31,9895 134 | 132,3,150,saab,gas,hatchback,fwd,front,66.5,56.1,ohc,121,110,21,28,11850 135 | 133,2,104,saab,gas,sedan,fwd,front,66.5,56.1,ohc,121,110,21,28,12170 136 | 134,3,150,saab,gas,hatchback,fwd,front,66.5,56.1,ohc,121,110,21,28,15040 137 | 135,2,104,saab,gas,sedan,fwd,front,66.5,56.1,ohc,121,110,21,28,15510 138 | 136,3,150,saab,gas,hatchback,fwd,front,66.5,56.1,dohc,121,160,19,26,18150 139 | 137,2,104,saab,gas,sedan,fwd,front,66.5,56.1,dohc,121,160,19,26,18620 140 | 138,2,83,subaru,gas,hatchback,fwd,front,63.4,53.7,ohcf,97,69,31,36,5118 141 | 139,2,83,subaru,gas,hatchback,fwd,front,63.6,53.7,ohcf,108,73,26,31,7053 142 | 140,2,83,subaru,gas,hatchback,4wd,front,63.8,55.7,ohcf,108,73,26,31,7603 143 | 141,0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,82,32,37,7126 144 | 142,0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,82,28,33,7775 145 | 143,0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,94,26,32,9960 146 | 144,0,102,subaru,gas,sedan,4wd,front,65.4,54.3,ohcf,108,82,24,25,9233 147 | 145,0,102,subaru,gas,sedan,4wd,front,65.4,54.3,ohcf,108,111,24,29,11259 148 | 146,0,89,subaru,gas,wagon,fwd,front,65.4,53.0,ohcf,108,82,28,32,7463 149 | 147,0,89,subaru,gas,wagon,fwd,front,65.4,53.0,ohcf,108,94,25,31,10198 150 | 148,0,85,subaru,gas,wagon,4wd,front,65.4,54.9,ohcf,108,82,23,29,8013 151 | 149,0,85,subaru,gas,wagon,4wd,front,65.4,54.9,ohcf,108,111,23,23,11694 152 | 150,1,87,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,35,39,5348 153 | 151,1,87,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,31,38,6338 154 | 152,1,74,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,31,38,6488 155 | 153,0,77,toyota,gas,wagon,fwd,front,63.6,59.1,ohc,92,62,31,37,6918 156 | 154,0,81,toyota,gas,wagon,4wd,front,63.6,59.1,ohc,92,62,27,32,7898 157 | 155,0,91,toyota,gas,wagon,4wd,front,63.6,59.1,ohc,92,62,27,32,8778 158 | 156,0,91,toyota,gas,sedan,fwd,front,64.4,53.0,ohc,98,70,30,37,6938 159 | 157,0,91,toyota,gas,hatchback,fwd,front,64.4,52.8,ohc,98,70,30,37,7198 160 | 158,0,91,toyota,diesel,sedan,fwd,front,64.4,53.0,ohc,110,56,34,36,7898 161 | 159,0,91,toyota,diesel,hatchback,fwd,front,64.4,52.8,ohc,110,56,38,47,7788 162 | 160,0,91,toyota,gas,sedan,fwd,front,64.4,53.0,ohc,98,70,38,47,7738 163 | 161,0,91,toyota,gas,hatchback,fwd,front,64.4,52.8,ohc,98,70,28,34,8358 164 | 162,0,91,toyota,gas,sedan,fwd,front,64.4,52.8,ohc,98,70,28,34,9258 165 | 163,1,168,toyota,gas,sedan,rwd,front,64.0,52.6,ohc,98,70,29,34,8058 166 | 164,1,168,toyota,gas,hatchback,rwd,front,64.0,52.6,ohc,98,70,29,34,8238 167 | 165,1,168,toyota,gas,sedan,rwd,front,64.0,52.6,dohc,98,112,26,29,9298 168 | 166,1,168,toyota,gas,hatchback,rwd,front,64.0,52.6,dohc,98,112,26,29,9538 169 | 167,2,134,toyota,gas,hardtop,rwd,front,65.6,52.0,ohc,146,116,24,30,8449 170 | 168,2,134,toyota,gas,hardtop,rwd,front,65.6,52.0,ohc,146,116,24,30,9639 171 | 169,2,134,toyota,gas,hatchback,rwd,front,65.6,52.0,ohc,146,116,24,30,9989 172 | 170,2,134,toyota,gas,hardtop,rwd,front,65.6,52.0,ohc,146,116,24,30,11199 173 | 171,2,134,toyota,gas,hatchback,rwd,front,65.6,52.0,ohc,146,116,24,30,11549 174 | 172,2,134,toyota,gas,convertible,rwd,front,65.6,53.0,ohc,146,116,24,30,17669 175 | 173,-1,65,toyota,gas,sedan,fwd,front,66.5,54.9,ohc,122,92,29,34,8948 176 | 174,-1,65,toyota,diesel,sedan,fwd,front,66.5,54.9,ohc,110,73,30,33,10698 177 | 175,-1,65,toyota,gas,hatchback,fwd,front,66.5,53.9,ohc,122,92,27,32,9988 178 | 176,-1,65,toyota,gas,sedan,fwd,front,66.5,54.9,ohc,122,92,27,32,10898 179 | 177,-1,65,toyota,gas,hatchback,fwd,front,66.5,53.9,ohc,122,92,27,32,11248 180 | 178,3,197,toyota,gas,hatchback,rwd,front,67.7,52.0,dohc,171,161,20,24,16558 181 | 179,3,197,toyota,gas,hatchback,rwd,front,67.7,52.0,dohc,171,161,19,24,15998 182 | 180,-1,90,toyota,gas,sedan,rwd,front,66.5,54.1,dohc,171,156,20,24,15690 183 | 181,-1,115,toyota,gas,wagon,rwd,front,66.5,54.1,dohc,161,156,19,24,15750 184 | 182,2,122,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,52,37,46,7775 185 | 183,2,122,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,7975 186 | 184,2,94,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,52,37,46,7995 187 | 185,2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,8195 188 | 186,2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,8495 189 | 187,2,94,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,68,37,42,9495 190 | 188,2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,100,26,32,9995 191 | 189,3,115,volkswagen,gas,convertible,fwd,front,64.2,55.6,ohc,109,90,24,29,11595 192 | 190,3,256,volkswagen,gas,hatchback,fwd,front,64.0,51.4,ohc,109,90,24,29,9980 193 | 191,0,115,volkswagen,gas,sedan,fwd,front,66.9,55.1,ohc,136,110,19,24,13295 194 | 192,0,115,volkswagen,diesel,sedan,fwd,front,66.9,55.1,ohc,97,68,33,38,13845 195 | 193,0,115,volkswagen,gas,wagon,fwd,front,66.9,55.1,ohc,109,88,25,31,12290 196 | 194,-2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,141,114,23,28,12940 197 | 195,-1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,141,114,23,28,13415 198 | 196,-2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,141,114,24,28,15985 199 | 197,-1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,141,114,24,28,16515 200 | 198,-2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,130,162,17,22,18420 201 | 199,-1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,130,162,17,22,18950 202 | 200,-1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohc,141,114,23,28,16845 203 | 201,-1,95,volvo,gas,sedan,rwd,front,68.8,55.5,ohc,141,160,19,25,19045 204 | 202,-1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohcv,173,134,18,23,21485 205 | 203,-1,95,volvo,diesel,sedan,rwd,front,68.9,55.5,ohc,145,106,26,27,22470 206 | 204,-1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohc,141,114,19,25,22625 207 | -------------------------------------------------------------------------------- /Salaries.csv: -------------------------------------------------------------------------------- 1 | rank,discipline,phd,service,gender,salary 2 | Prof,B,56,49,Male,186960 3 | Prof,A,12,6,Male,93000 4 | Prof,A,23,20,Male,110515 5 | Prof,A,40,31,Male,131205 6 | Prof,B,20,18,Male,104800 7 | Prof,A,20,20,Male,122400 8 | AssocProf,A,20,17,Male,81285 9 | Prof,A,18,18,Male,126300 10 | Prof,A,29,19,Male,94350 11 | Prof,A,51,51,Male,57800 12 | Prof,B,39,33,Male,128250 13 | Prof,B,23,23,Male,134778 14 | AsstProf,B,1,0,Male,88000 15 | Prof,B,35,33,Male,162200 16 | Prof,B,25,19,Male,153750 17 | Prof,B,17,3,Male,150480 18 | AsstProf,B,8,3,Male,75044 19 | AsstProf,B,4,0,Male,92000 20 | Prof,A,19,7,Male,107300 21 | Prof,A,29,27,Male,150500 22 | AsstProf,B,4,4,Male,92000 23 | Prof,A,33,30,Male,103106 24 | AsstProf,A,4,2,Male,73000 25 | AsstProf,A,2,0,Male,85000 26 | Prof,A,30,23,Male,91100 27 | Prof,B,35,31,Male,99418 28 | Prof,A,38,19,Male,148750 29 | Prof,A,45,43,Male,155865 30 | AsstProf,B,7,2,Male,91300 31 | Prof,B,21,20,Male,123683 32 | AssocProf,B,9,7,Male,107008 33 | Prof,B,22,21,Male,155750 34 | Prof,A,27,19,Male,103275 35 | Prof,B,18,18,Male,120000 36 | AssocProf,B,12,8,Male,119800 37 | Prof,B,28,23,Male,126933 38 | Prof,B,45,45,Male,146856 39 | Prof,A,20,8,Male,102000 40 | AsstProf,B,4,3,Male,91000 41 | Prof,B,18,18,Female,129000 42 | Prof,A,39,36,Female,137000 43 | AssocProf,A,13,8,Female,74830 44 | AsstProf,B,4,2,Female,80225 45 | AsstProf,B,5,0,Female,77000 46 | Prof,B,23,19,Female,151768 47 | Prof,B,25,25,Female,140096 48 | AsstProf,B,11,3,Female,74692 49 | AssocProf,B,11,11,Female,103613 50 | Prof,B,17,17,Female,111512 51 | Prof,B,17,18,Female,122960 52 | AsstProf,B,10,5,Female,97032 53 | Prof,B,20,14,Female,127512 54 | Prof,A,12,0,Female,105000 55 | AsstProf,A,5,3,Female,73500 56 | AssocProf,A,25,22,Female,62884 57 | AsstProf,A,2,0,Female,72500 58 | AssocProf,A,10,8,Female,77500 59 | AsstProf,A,3,1,Female,72500 60 | Prof,B,36,26,Female,144651 61 | AssocProf,B,12,10,Female,103994 62 | AsstProf,B,3,3,Female,92000 63 | AssocProf,B,13,10,Female,103750 64 | AssocProf,B,14,7,Female,109650 65 | Prof,A,29,27,Female,91000 66 | AssocProf,A,26,24,Female,73300 67 | Prof,A,36,19,Female,117555 68 | AsstProf,A,7,6,Female,63100 69 | Prof,A,17,11,Female,90450 70 | AsstProf,A,4,2,Female,77500 71 | Prof,A,28,7,Female,116450 72 | AsstProf,A,8,3,Female,78500 73 | AssocProf,B,12,9,Female,71065 74 | Prof,B,24,15,Female,161101 75 | Prof,B,18,10,Female,105450 76 | AssocProf,B,19,6,Female,104542 77 | Prof,B,17,17,Female,124312 78 | Prof,A,28,14,Female,109954 79 | Prof,A,23,15,Female,109646 80 | -------------------------------------------------------------------------------- /Social_Network_Ads.csv: -------------------------------------------------------------------------------- 1 | User ID,Gender,Age,EstimatedSalary,Purchased 2 | 15624510,Male,19,19000,0 3 | 15810944,Male,35,20000,0 4 | 15668575,Female,26,43000,0 5 | 15603246,Female,27,57000,0 6 | 15804002,Male,19,76000,0 7 | 15728773,Male,27,58000,0 8 | 15598044,Female,27,84000,0 9 | 15694829,Female,32,150000,1 10 | 15600575,Male,25,33000,0 11 | 15727311,Female,35,65000,0 12 | 15570769,Female,26,80000,0 13 | 15606274,Female,26,52000,0 14 | 15746139,Male,20,86000,0 15 | 15704987,Male,32,18000,0 16 | 15628972,Male,18,82000,0 17 | 15697686,Male,29,80000,0 18 | 15733883,Male,47,25000,1 19 | 15617482,Male,45,26000,1 20 | 15704583,Male,46,28000,1 21 | 15621083,Female,48,29000,1 22 | 15649487,Male,45,22000,1 23 | 15736760,Female,47,49000,1 24 | 15714658,Male,48,41000,1 25 | 15599081,Female,45,22000,1 26 | 15705113,Male,46,23000,1 27 | 15631159,Male,47,20000,1 28 | 15792818,Male,49,28000,1 29 | 15633531,Female,47,30000,1 30 | 15744529,Male,29,43000,0 31 | 15669656,Male,31,18000,0 32 | 15581198,Male,31,74000,0 33 | 15729054,Female,27,137000,1 34 | 15573452,Female,21,16000,0 35 | 15776733,Female,28,44000,0 36 | 15724858,Male,27,90000,0 37 | 15713144,Male,35,27000,0 38 | 15690188,Female,33,28000,0 39 | 15689425,Male,30,49000,0 40 | 15671766,Female,26,72000,0 41 | 15782806,Female,27,31000,0 42 | 15764419,Female,27,17000,0 43 | 15591915,Female,33,51000,0 44 | 15772798,Male,35,108000,0 45 | 15792008,Male,30,15000,0 46 | 15715541,Female,28,84000,0 47 | 15639277,Male,23,20000,0 48 | 15798850,Male,25,79000,0 49 | 15776348,Female,27,54000,0 50 | 15727696,Male,30,135000,1 51 | 15793813,Female,31,89000,0 52 | 15694395,Female,24,32000,0 53 | 15764195,Female,18,44000,0 54 | 15744919,Female,29,83000,0 55 | 15671655,Female,35,23000,0 56 | 15654901,Female,27,58000,0 57 | 15649136,Female,24,55000,0 58 | 15775562,Female,23,48000,0 59 | 15807481,Male,28,79000,0 60 | 15642885,Male,22,18000,0 61 | 15789109,Female,32,117000,0 62 | 15814004,Male,27,20000,0 63 | 15673619,Male,25,87000,0 64 | 15595135,Female,23,66000,0 65 | 15583681,Male,32,120000,1 66 | 15605000,Female,59,83000,0 67 | 15718071,Male,24,58000,0 68 | 15679760,Male,24,19000,0 69 | 15654574,Female,23,82000,0 70 | 15577178,Female,22,63000,0 71 | 15595324,Female,31,68000,0 72 | 15756932,Male,25,80000,0 73 | 15726358,Female,24,27000,0 74 | 15595228,Female,20,23000,0 75 | 15782530,Female,33,113000,0 76 | 15592877,Male,32,18000,0 77 | 15651983,Male,34,112000,1 78 | 15746737,Male,18,52000,0 79 | 15774179,Female,22,27000,0 80 | 15667265,Female,28,87000,0 81 | 15655123,Female,26,17000,0 82 | 15595917,Male,30,80000,0 83 | 15668385,Male,39,42000,0 84 | 15709476,Male,20,49000,0 85 | 15711218,Male,35,88000,0 86 | 15798659,Female,30,62000,0 87 | 15663939,Female,31,118000,1 88 | 15694946,Male,24,55000,0 89 | 15631912,Female,28,85000,0 90 | 15768816,Male,26,81000,0 91 | 15682268,Male,35,50000,0 92 | 15684801,Male,22,81000,0 93 | 15636428,Female,30,116000,0 94 | 15809823,Male,26,15000,0 95 | 15699284,Female,29,28000,0 96 | 15786993,Female,29,83000,0 97 | 15709441,Female,35,44000,0 98 | 15710257,Female,35,25000,0 99 | 15582492,Male,28,123000,1 100 | 15575694,Male,35,73000,0 101 | 15756820,Female,28,37000,0 102 | 15766289,Male,27,88000,0 103 | 15593014,Male,28,59000,0 104 | 15584545,Female,32,86000,0 105 | 15675949,Female,33,149000,1 106 | 15672091,Female,19,21000,0 107 | 15801658,Male,21,72000,0 108 | 15706185,Female,26,35000,0 109 | 15789863,Male,27,89000,0 110 | 15720943,Male,26,86000,0 111 | 15697997,Female,38,80000,0 112 | 15665416,Female,39,71000,0 113 | 15660200,Female,37,71000,0 114 | 15619653,Male,38,61000,0 115 | 15773447,Male,37,55000,0 116 | 15739160,Male,42,80000,0 117 | 15689237,Male,40,57000,0 118 | 15679297,Male,35,75000,0 119 | 15591433,Male,36,52000,0 120 | 15642725,Male,40,59000,0 121 | 15701962,Male,41,59000,0 122 | 15811613,Female,36,75000,0 123 | 15741049,Male,37,72000,0 124 | 15724423,Female,40,75000,0 125 | 15574305,Male,35,53000,0 126 | 15678168,Female,41,51000,0 127 | 15697020,Female,39,61000,0 128 | 15610801,Male,42,65000,0 129 | 15745232,Male,26,32000,0 130 | 15722758,Male,30,17000,0 131 | 15792102,Female,26,84000,0 132 | 15675185,Male,31,58000,0 133 | 15801247,Male,33,31000,0 134 | 15725660,Male,30,87000,0 135 | 15638963,Female,21,68000,0 136 | 15800061,Female,28,55000,0 137 | 15578006,Male,23,63000,0 138 | 15668504,Female,20,82000,0 139 | 15687491,Male,30,107000,1 140 | 15610403,Female,28,59000,0 141 | 15741094,Male,19,25000,0 142 | 15807909,Male,19,85000,0 143 | 15666141,Female,18,68000,0 144 | 15617134,Male,35,59000,0 145 | 15783029,Male,30,89000,0 146 | 15622833,Female,34,25000,0 147 | 15746422,Female,24,89000,0 148 | 15750839,Female,27,96000,1 149 | 15749130,Female,41,30000,0 150 | 15779862,Male,29,61000,0 151 | 15767871,Male,20,74000,0 152 | 15679651,Female,26,15000,0 153 | 15576219,Male,41,45000,0 154 | 15699247,Male,31,76000,0 155 | 15619087,Female,36,50000,0 156 | 15605327,Male,40,47000,0 157 | 15610140,Female,31,15000,0 158 | 15791174,Male,46,59000,0 159 | 15602373,Male,29,75000,0 160 | 15762605,Male,26,30000,0 161 | 15598840,Female,32,135000,1 162 | 15744279,Male,32,100000,1 163 | 15670619,Male,25,90000,0 164 | 15599533,Female,37,33000,0 165 | 15757837,Male,35,38000,0 166 | 15697574,Female,33,69000,0 167 | 15578738,Female,18,86000,0 168 | 15762228,Female,22,55000,0 169 | 15614827,Female,35,71000,0 170 | 15789815,Male,29,148000,1 171 | 15579781,Female,29,47000,0 172 | 15587013,Male,21,88000,0 173 | 15570932,Male,34,115000,0 174 | 15794661,Female,26,118000,0 175 | 15581654,Female,34,43000,0 176 | 15644296,Female,34,72000,0 177 | 15614420,Female,23,28000,0 178 | 15609653,Female,35,47000,0 179 | 15594577,Male,25,22000,0 180 | 15584114,Male,24,23000,0 181 | 15673367,Female,31,34000,0 182 | 15685576,Male,26,16000,0 183 | 15774727,Female,31,71000,0 184 | 15694288,Female,32,117000,1 185 | 15603319,Male,33,43000,0 186 | 15759066,Female,33,60000,0 187 | 15814816,Male,31,66000,0 188 | 15724402,Female,20,82000,0 189 | 15571059,Female,33,41000,0 190 | 15674206,Male,35,72000,0 191 | 15715160,Male,28,32000,0 192 | 15730448,Male,24,84000,0 193 | 15662067,Female,19,26000,0 194 | 15779581,Male,29,43000,0 195 | 15662901,Male,19,70000,0 196 | 15689751,Male,28,89000,0 197 | 15667742,Male,34,43000,0 198 | 15738448,Female,30,79000,0 199 | 15680243,Female,20,36000,0 200 | 15745083,Male,26,80000,0 201 | 15708228,Male,35,22000,0 202 | 15628523,Male,35,39000,0 203 | 15708196,Male,49,74000,0 204 | 15735549,Female,39,134000,1 205 | 15809347,Female,41,71000,0 206 | 15660866,Female,58,101000,1 207 | 15766609,Female,47,47000,0 208 | 15654230,Female,55,130000,1 209 | 15794566,Female,52,114000,0 210 | 15800890,Female,40,142000,1 211 | 15697424,Female,46,22000,0 212 | 15724536,Female,48,96000,1 213 | 15735878,Male,52,150000,1 214 | 15707596,Female,59,42000,0 215 | 15657163,Male,35,58000,0 216 | 15622478,Male,47,43000,0 217 | 15779529,Female,60,108000,1 218 | 15636023,Male,49,65000,0 219 | 15582066,Male,40,78000,0 220 | 15666675,Female,46,96000,0 221 | 15732987,Male,59,143000,1 222 | 15789432,Female,41,80000,0 223 | 15663161,Male,35,91000,1 224 | 15694879,Male,37,144000,1 225 | 15593715,Male,60,102000,1 226 | 15575002,Female,35,60000,0 227 | 15622171,Male,37,53000,0 228 | 15795224,Female,36,126000,1 229 | 15685346,Male,56,133000,1 230 | 15691808,Female,40,72000,0 231 | 15721007,Female,42,80000,1 232 | 15794253,Female,35,147000,1 233 | 15694453,Male,39,42000,0 234 | 15813113,Male,40,107000,1 235 | 15614187,Male,49,86000,1 236 | 15619407,Female,38,112000,0 237 | 15646227,Male,46,79000,1 238 | 15660541,Male,40,57000,0 239 | 15753874,Female,37,80000,0 240 | 15617877,Female,46,82000,0 241 | 15772073,Female,53,143000,1 242 | 15701537,Male,42,149000,1 243 | 15736228,Male,38,59000,0 244 | 15780572,Female,50,88000,1 245 | 15769596,Female,56,104000,1 246 | 15586996,Female,41,72000,0 247 | 15722061,Female,51,146000,1 248 | 15638003,Female,35,50000,0 249 | 15775590,Female,57,122000,1 250 | 15730688,Male,41,52000,0 251 | 15753102,Female,35,97000,1 252 | 15810075,Female,44,39000,0 253 | 15723373,Male,37,52000,0 254 | 15795298,Female,48,134000,1 255 | 15584320,Female,37,146000,1 256 | 15724161,Female,50,44000,0 257 | 15750056,Female,52,90000,1 258 | 15609637,Female,41,72000,0 259 | 15794493,Male,40,57000,0 260 | 15569641,Female,58,95000,1 261 | 15815236,Female,45,131000,1 262 | 15811177,Female,35,77000,0 263 | 15680587,Male,36,144000,1 264 | 15672821,Female,55,125000,1 265 | 15767681,Female,35,72000,0 266 | 15600379,Male,48,90000,1 267 | 15801336,Female,42,108000,1 268 | 15721592,Male,40,75000,0 269 | 15581282,Male,37,74000,0 270 | 15746203,Female,47,144000,1 271 | 15583137,Male,40,61000,0 272 | 15680752,Female,43,133000,0 273 | 15688172,Female,59,76000,1 274 | 15791373,Male,60,42000,1 275 | 15589449,Male,39,106000,1 276 | 15692819,Female,57,26000,1 277 | 15727467,Male,57,74000,1 278 | 15734312,Male,38,71000,0 279 | 15764604,Male,49,88000,1 280 | 15613014,Female,52,38000,1 281 | 15759684,Female,50,36000,1 282 | 15609669,Female,59,88000,1 283 | 15685536,Male,35,61000,0 284 | 15750447,Male,37,70000,1 285 | 15663249,Female,52,21000,1 286 | 15638646,Male,48,141000,0 287 | 15734161,Female,37,93000,1 288 | 15631070,Female,37,62000,0 289 | 15761950,Female,48,138000,1 290 | 15649668,Male,41,79000,0 291 | 15713912,Female,37,78000,1 292 | 15586757,Male,39,134000,1 293 | 15596522,Male,49,89000,1 294 | 15625395,Male,55,39000,1 295 | 15760570,Male,37,77000,0 296 | 15566689,Female,35,57000,0 297 | 15725794,Female,36,63000,0 298 | 15673539,Male,42,73000,1 299 | 15705298,Female,43,112000,1 300 | 15675791,Male,45,79000,0 301 | 15747043,Male,46,117000,1 302 | 15736397,Female,58,38000,1 303 | 15678201,Male,48,74000,1 304 | 15720745,Female,37,137000,1 305 | 15637593,Male,37,79000,1 306 | 15598070,Female,40,60000,0 307 | 15787550,Male,42,54000,0 308 | 15603942,Female,51,134000,0 309 | 15733973,Female,47,113000,1 310 | 15596761,Male,36,125000,1 311 | 15652400,Female,38,50000,0 312 | 15717893,Female,42,70000,0 313 | 15622585,Male,39,96000,1 314 | 15733964,Female,38,50000,0 315 | 15753861,Female,49,141000,1 316 | 15747097,Female,39,79000,0 317 | 15594762,Female,39,75000,1 318 | 15667417,Female,54,104000,1 319 | 15684861,Male,35,55000,0 320 | 15742204,Male,45,32000,1 321 | 15623502,Male,36,60000,0 322 | 15774872,Female,52,138000,1 323 | 15611191,Female,53,82000,1 324 | 15674331,Male,41,52000,0 325 | 15619465,Female,48,30000,1 326 | 15575247,Female,48,131000,1 327 | 15695679,Female,41,60000,0 328 | 15713463,Male,41,72000,0 329 | 15785170,Female,42,75000,0 330 | 15796351,Male,36,118000,1 331 | 15639576,Female,47,107000,1 332 | 15693264,Male,38,51000,0 333 | 15589715,Female,48,119000,1 334 | 15769902,Male,42,65000,0 335 | 15587177,Male,40,65000,0 336 | 15814553,Male,57,60000,1 337 | 15601550,Female,36,54000,0 338 | 15664907,Male,58,144000,1 339 | 15612465,Male,35,79000,0 340 | 15810800,Female,38,55000,0 341 | 15665760,Male,39,122000,1 342 | 15588080,Female,53,104000,1 343 | 15776844,Male,35,75000,0 344 | 15717560,Female,38,65000,0 345 | 15629739,Female,47,51000,1 346 | 15729908,Male,47,105000,1 347 | 15716781,Female,41,63000,0 348 | 15646936,Male,53,72000,1 349 | 15768151,Female,54,108000,1 350 | 15579212,Male,39,77000,0 351 | 15721835,Male,38,61000,0 352 | 15800515,Female,38,113000,1 353 | 15591279,Male,37,75000,0 354 | 15587419,Female,42,90000,1 355 | 15750335,Female,37,57000,0 356 | 15699619,Male,36,99000,1 357 | 15606472,Male,60,34000,1 358 | 15778368,Male,54,70000,1 359 | 15671387,Female,41,72000,0 360 | 15573926,Male,40,71000,1 361 | 15709183,Male,42,54000,0 362 | 15577514,Male,43,129000,1 363 | 15778830,Female,53,34000,1 364 | 15768072,Female,47,50000,1 365 | 15768293,Female,42,79000,0 366 | 15654456,Male,42,104000,1 367 | 15807525,Female,59,29000,1 368 | 15574372,Female,58,47000,1 369 | 15671249,Male,46,88000,1 370 | 15779744,Male,38,71000,0 371 | 15624755,Female,54,26000,1 372 | 15611430,Female,60,46000,1 373 | 15774744,Male,60,83000,1 374 | 15629885,Female,39,73000,0 375 | 15708791,Male,59,130000,1 376 | 15793890,Female,37,80000,0 377 | 15646091,Female,46,32000,1 378 | 15596984,Female,46,74000,0 379 | 15800215,Female,42,53000,0 380 | 15577806,Male,41,87000,1 381 | 15749381,Female,58,23000,1 382 | 15683758,Male,42,64000,0 383 | 15670615,Male,48,33000,1 384 | 15715622,Female,44,139000,1 385 | 15707634,Male,49,28000,1 386 | 15806901,Female,57,33000,1 387 | 15775335,Male,56,60000,1 388 | 15724150,Female,49,39000,1 389 | 15627220,Male,39,71000,0 390 | 15672330,Male,47,34000,1 391 | 15668521,Female,48,35000,1 392 | 15807837,Male,48,33000,1 393 | 15592570,Male,47,23000,1 394 | 15748589,Female,45,45000,1 395 | 15635893,Male,60,42000,1 396 | 15757632,Female,39,59000,0 397 | 15691863,Female,46,41000,1 398 | 15706071,Male,51,23000,1 399 | 15654296,Female,50,20000,1 400 | 15755018,Male,36,33000,0 401 | 15594041,Female,49,36000,1 -------------------------------------------------------------------------------- /Supermarket.csv: -------------------------------------------------------------------------------- 1 | ID,Products 2 | 1,"Milk,Bread,sauce" 3 | 2,"Milk,Tea powder,Bread" 4 | 3,"Bread,Jam,Butter" 5 | 4,"Bread,Butter" 6 | 5,"Maggie,Sauce" 7 | 6,"Maggie,Cheese,Sauce" 8 | 7,"Maggie,Cheese,Sauce" 9 | 8,"Peanut butter,Bread" 10 | 9,"Coffee,Sugar,Milk" 11 | 10,"Coffee,Milk" 12 | 11,"Maggie,Cheese,Sauce" 13 | 12,"Bread,Jam,Butter" 14 | 13,"Butter,Cheese" 15 | 14,"Maggie,Cheese,Sauce" 16 | 15,"Maggie,Bread" 17 | 16,"Bread,Torch,Jam" 18 | 17,"Bread,Jam,Butter" 19 | 18,"Jam,Butter,Torch" 20 | 19,"Bread,Jam,Butter" 21 | 20,"CornFlakes,Milk,Bread" 22 | -------------------------------------------------------------------------------- /Universities.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aishwaryamate/Datasets/cdb30c38dab848c17f26dd28c16213ec65fe0ba1/Universities.xlsx -------------------------------------------------------------------------------- /WC_AT.csv: -------------------------------------------------------------------------------- 1 | Waist,AT 2 | 74.75,25.72 3 | 72.6,25.89 4 | 81.8,42.6 5 | 83.95,42.8 6 | 74.65,29.84 7 | 71.85,21.68 8 | 80.9,29.08 9 | 83.4,32.98 10 | 63.5,11.44 11 | 73.2,32.22 12 | 71.9,28.32 13 | 75,43.86 14 | 73.1,38.21 15 | 79,42.48 16 | 77,30.96 17 | 68.85,55.78 18 | 75.95,43.78 19 | 74.15,33.41 20 | 73.8,43.35 21 | 75.9,29.31 22 | 76.85,36.6 23 | 80.9,40.25 24 | 79.9,35.43 25 | 89.2,60.09 26 | 82,45.84 27 | 92,70.4 28 | 86.6,83.45 29 | 80.5,84.3 30 | 86,78.89 31 | 82.5,64.75 32 | 83.5,72.56 33 | 88.1,89.31 34 | 90.8,78.94 35 | 89.4,83.55 36 | 102,127 37 | 94.5,121 38 | 91,107 39 | 103,129 40 | 80,74.02 41 | 79,55.48 42 | 83.5,73.13 43 | 76,50.5 44 | 80.5,50.88 45 | 86.5,140 46 | 83,96.54 47 | 107.1,118 48 | 94.3,107 49 | 94.5,123 50 | 79.7,65.92 51 | 79.3,81.29 52 | 89.8,111 53 | 83.8,90.73 54 | 85.2,133 55 | 75.5,41.9 56 | 78.4,41.71 57 | 78.6,58.16 58 | 87.8,88.85 59 | 86.3,155 60 | 85.5,70.77 61 | 83.7,75.08 62 | 77.6,57.05 63 | 84.9,99.73 64 | 79.8,27.96 65 | 108.3,123 66 | 119.6,90.41 67 | 119.9,106 68 | 96.5,144 69 | 105.5,121 70 | 105,97.13 71 | 107,166 72 | 107,87.99 73 | 101,154 74 | 97,100 75 | 100,123 76 | 108,217 77 | 100,140 78 | 103,109 79 | 104,127 80 | 106,112 81 | 109,192 82 | 103.5,132 83 | 110,126 84 | 110,153 85 | 112,158 86 | 108.5,183 87 | 104,184 88 | 111,121 89 | 108.5,159 90 | 121,245 91 | 109,137 92 | 97.5,165 93 | 105.5,152 94 | 98,181 95 | 94.5,80.95 96 | 97,137 97 | 105,125 98 | 106,241 99 | 99,134 100 | 91,150 101 | 102.5,198 102 | 106,151 103 | 109.1,229 104 | 115,253 105 | 101,188 106 | 100.1,124 107 | 93.3,62.2 108 | 101.8,133 109 | 107.9,208 110 | 108.5,208 -------------------------------------------------------------------------------- /Wholesale customers data.csv: -------------------------------------------------------------------------------- 1 | Channel,Region,Fresh,Milk,Grocery,Frozen,Detergents_Paper,Delicassen 2 | 2,3,12669,9656,7561,214,2674,1338 3 | 2,3,7057,9810,9568,1762,3293,1776 4 | 2,3,6353,8808,7684,2405,3516,7844 5 | 1,3,13265,1196,4221,6404,507,1788 6 | 2,3,22615,5410,7198,3915,1777,5185 7 | 2,3,9413,8259,5126,666,1795,1451 8 | 2,3,12126,3199,6975,480,3140,545 9 | 2,3,7579,4956,9426,1669,3321,2566 10 | 1,3,5963,3648,6192,425,1716,750 11 | 2,3,6006,11093,18881,1159,7425,2098 12 | 2,3,3366,5403,12974,4400,5977,1744 13 | 2,3,13146,1124,4523,1420,549,497 14 | 2,3,31714,12319,11757,287,3881,2931 15 | 2,3,21217,6208,14982,3095,6707,602 16 | 2,3,24653,9465,12091,294,5058,2168 17 | 1,3,10253,1114,3821,397,964,412 18 | 2,3,1020,8816,12121,134,4508,1080 19 | 1,3,5876,6157,2933,839,370,4478 20 | 2,3,18601,6327,10099,2205,2767,3181 21 | 1,3,7780,2495,9464,669,2518,501 22 | 2,3,17546,4519,4602,1066,2259,2124 23 | 1,3,5567,871,2010,3383,375,569 24 | 1,3,31276,1917,4469,9408,2381,4334 25 | 2,3,26373,36423,22019,5154,4337,16523 26 | 2,3,22647,9776,13792,2915,4482,5778 27 | 2,3,16165,4230,7595,201,4003,57 28 | 1,3,9898,961,2861,3151,242,833 29 | 1,3,14276,803,3045,485,100,518 30 | 2,3,4113,20484,25957,1158,8604,5206 31 | 1,3,43088,2100,2609,1200,1107,823 32 | 1,3,18815,3610,11107,1148,2134,2963 33 | 1,3,2612,4339,3133,2088,820,985 34 | 1,3,21632,1318,2886,266,918,405 35 | 1,3,29729,4786,7326,6130,361,1083 36 | 1,3,1502,1979,2262,425,483,395 37 | 2,3,688,5491,11091,833,4239,436 38 | 1,3,29955,4362,5428,1729,862,4626 39 | 2,3,15168,10556,12477,1920,6506,714 40 | 2,3,4591,15729,16709,33,6956,433 41 | 1,3,56159,555,902,10002,212,2916 42 | 1,3,24025,4332,4757,9510,1145,5864 43 | 1,3,19176,3065,5956,2033,2575,2802 44 | 2,3,10850,7555,14961,188,6899,46 45 | 2,3,630,11095,23998,787,9529,72 46 | 2,3,9670,7027,10471,541,4618,65 47 | 2,3,5181,22044,21531,1740,7353,4985 48 | 2,3,3103,14069,21955,1668,6792,1452 49 | 2,3,44466,54259,55571,7782,24171,6465 50 | 2,3,11519,6152,10868,584,5121,1476 51 | 2,3,4967,21412,28921,1798,13583,1163 52 | 1,3,6269,1095,1980,3860,609,2162 53 | 1,3,3347,4051,6996,239,1538,301 54 | 2,3,40721,3916,5876,532,2587,1278 55 | 2,3,491,10473,11532,744,5611,224 56 | 1,3,27329,1449,1947,2436,204,1333 57 | 1,3,5264,3683,5005,1057,2024,1130 58 | 2,3,4098,29892,26866,2616,17740,1340 59 | 2,3,5417,9933,10487,38,7572,1282 60 | 1,3,13779,1970,1648,596,227,436 61 | 1,3,6137,5360,8040,129,3084,1603 62 | 2,3,8590,3045,7854,96,4095,225 63 | 2,3,35942,38369,59598,3254,26701,2017 64 | 2,3,7823,6245,6544,4154,4074,964 65 | 2,3,9396,11601,15775,2896,7677,1295 66 | 1,3,4760,1227,3250,3724,1247,1145 67 | 2,3,85,20959,45828,36,24231,1423 68 | 1,3,9,1534,7417,175,3468,27 69 | 2,3,19913,6759,13462,1256,5141,834 70 | 1,3,2446,7260,3993,5870,788,3095 71 | 1,3,8352,2820,1293,779,656,144 72 | 1,3,16705,2037,3202,10643,116,1365 73 | 1,3,18291,1266,21042,5373,4173,14472 74 | 1,3,4420,5139,2661,8872,1321,181 75 | 2,3,19899,5332,8713,8132,764,648 76 | 2,3,8190,6343,9794,1285,1901,1780 77 | 1,3,20398,1137,3,4407,3,975 78 | 1,3,717,3587,6532,7530,529,894 79 | 2,3,12205,12697,28540,869,12034,1009 80 | 1,3,10766,1175,2067,2096,301,167 81 | 1,3,1640,3259,3655,868,1202,1653 82 | 1,3,7005,829,3009,430,610,529 83 | 2,3,219,9540,14403,283,7818,156 84 | 2,3,10362,9232,11009,737,3537,2342 85 | 1,3,20874,1563,1783,2320,550,772 86 | 2,3,11867,3327,4814,1178,3837,120 87 | 2,3,16117,46197,92780,1026,40827,2944 88 | 2,3,22925,73498,32114,987,20070,903 89 | 1,3,43265,5025,8117,6312,1579,14351 90 | 1,3,7864,542,4042,9735,165,46 91 | 1,3,24904,3836,5330,3443,454,3178 92 | 1,3,11405,596,1638,3347,69,360 93 | 1,3,12754,2762,2530,8693,627,1117 94 | 2,3,9198,27472,32034,3232,18906,5130 95 | 1,3,11314,3090,2062,35009,71,2698 96 | 2,3,5626,12220,11323,206,5038,244 97 | 1,3,3,2920,6252,440,223,709 98 | 2,3,23,2616,8118,145,3874,217 99 | 1,3,403,254,610,774,54,63 100 | 1,3,503,112,778,895,56,132 101 | 1,3,9658,2182,1909,5639,215,323 102 | 2,3,11594,7779,12144,3252,8035,3029 103 | 2,3,1420,10810,16267,1593,6766,1838 104 | 2,3,2932,6459,7677,2561,4573,1386 105 | 1,3,56082,3504,8906,18028,1480,2498 106 | 1,3,14100,2132,3445,1336,1491,548 107 | 1,3,15587,1014,3970,910,139,1378 108 | 2,3,1454,6337,10704,133,6830,1831 109 | 2,3,8797,10646,14886,2471,8969,1438 110 | 2,3,1531,8397,6981,247,2505,1236 111 | 2,3,1406,16729,28986,673,836,3 112 | 1,3,11818,1648,1694,2276,169,1647 113 | 2,3,12579,11114,17569,805,6457,1519 114 | 1,3,19046,2770,2469,8853,483,2708 115 | 1,3,14438,2295,1733,3220,585,1561 116 | 1,3,18044,1080,2000,2555,118,1266 117 | 1,3,11134,793,2988,2715,276,610 118 | 1,3,11173,2521,3355,1517,310,222 119 | 1,3,6990,3880,5380,1647,319,1160 120 | 1,3,20049,1891,2362,5343,411,933 121 | 1,3,8258,2344,2147,3896,266,635 122 | 1,3,17160,1200,3412,2417,174,1136 123 | 1,3,4020,3234,1498,2395,264,255 124 | 1,3,12212,201,245,1991,25,860 125 | 2,3,11170,10769,8814,2194,1976,143 126 | 1,3,36050,1642,2961,4787,500,1621 127 | 1,3,76237,3473,7102,16538,778,918 128 | 1,3,19219,1840,1658,8195,349,483 129 | 2,3,21465,7243,10685,880,2386,2749 130 | 1,3,140,8847,3823,142,1062,3 131 | 1,3,42312,926,1510,1718,410,1819 132 | 1,3,7149,2428,699,6316,395,911 133 | 1,3,2101,589,314,346,70,310 134 | 1,3,14903,2032,2479,576,955,328 135 | 1,3,9434,1042,1235,436,256,396 136 | 1,3,7388,1882,2174,720,47,537 137 | 1,3,6300,1289,2591,1170,199,326 138 | 1,3,4625,8579,7030,4575,2447,1542 139 | 1,3,3087,8080,8282,661,721,36 140 | 1,3,13537,4257,5034,155,249,3271 141 | 1,3,5387,4979,3343,825,637,929 142 | 1,3,17623,4280,7305,2279,960,2616 143 | 1,3,30379,13252,5189,321,51,1450 144 | 1,3,37036,7152,8253,2995,20,3 145 | 1,3,10405,1596,1096,8425,399,318 146 | 1,3,18827,3677,1988,118,516,201 147 | 2,3,22039,8384,34792,42,12591,4430 148 | 1,3,7769,1936,2177,926,73,520 149 | 1,3,9203,3373,2707,1286,1082,526 150 | 1,3,5924,584,542,4052,283,434 151 | 1,3,31812,1433,1651,800,113,1440 152 | 1,3,16225,1825,1765,853,170,1067 153 | 1,3,1289,3328,2022,531,255,1774 154 | 1,3,18840,1371,3135,3001,352,184 155 | 1,3,3463,9250,2368,779,302,1627 156 | 1,3,622,55,137,75,7,8 157 | 2,3,1989,10690,19460,233,11577,2153 158 | 2,3,3830,5291,14855,317,6694,3182 159 | 1,3,17773,1366,2474,3378,811,418 160 | 2,3,2861,6570,9618,930,4004,1682 161 | 2,3,355,7704,14682,398,8077,303 162 | 2,3,1725,3651,12822,824,4424,2157 163 | 1,3,12434,540,283,1092,3,2233 164 | 1,3,15177,2024,3810,2665,232,610 165 | 2,3,5531,15726,26870,2367,13726,446 166 | 2,3,5224,7603,8584,2540,3674,238 167 | 2,3,15615,12653,19858,4425,7108,2379 168 | 2,3,4822,6721,9170,993,4973,3637 169 | 1,3,2926,3195,3268,405,1680,693 170 | 1,3,5809,735,803,1393,79,429 171 | 1,3,5414,717,2155,2399,69,750 172 | 2,3,260,8675,13430,1116,7015,323 173 | 2,3,200,25862,19816,651,8773,6250 174 | 1,3,955,5479,6536,333,2840,707 175 | 2,3,514,7677,19805,937,9836,716 176 | 1,3,286,1208,5241,2515,153,1442 177 | 2,3,2343,7845,11874,52,4196,1697 178 | 1,3,45640,6958,6536,7368,1532,230 179 | 1,3,12759,7330,4533,1752,20,2631 180 | 1,3,11002,7075,4945,1152,120,395 181 | 1,3,3157,4888,2500,4477,273,2165 182 | 1,3,12356,6036,8887,402,1382,2794 183 | 1,3,112151,29627,18148,16745,4948,8550 184 | 1,3,694,8533,10518,443,6907,156 185 | 1,3,36847,43950,20170,36534,239,47943 186 | 1,3,327,918,4710,74,334,11 187 | 1,3,8170,6448,1139,2181,58,247 188 | 1,3,3009,521,854,3470,949,727 189 | 1,3,2438,8002,9819,6269,3459,3 190 | 2,3,8040,7639,11687,2758,6839,404 191 | 2,3,834,11577,11522,275,4027,1856 192 | 1,3,16936,6250,1981,7332,118,64 193 | 1,3,13624,295,1381,890,43,84 194 | 1,3,5509,1461,2251,547,187,409 195 | 2,3,180,3485,20292,959,5618,666 196 | 1,3,7107,1012,2974,806,355,1142 197 | 1,3,17023,5139,5230,7888,330,1755 198 | 1,1,30624,7209,4897,18711,763,2876 199 | 2,1,2427,7097,10391,1127,4314,1468 200 | 1,1,11686,2154,6824,3527,592,697 201 | 1,1,9670,2280,2112,520,402,347 202 | 2,1,3067,13240,23127,3941,9959,731 203 | 2,1,4484,14399,24708,3549,14235,1681 204 | 1,1,25203,11487,9490,5065,284,6854 205 | 1,1,583,685,2216,469,954,18 206 | 1,1,1956,891,5226,1383,5,1328 207 | 2,1,1107,11711,23596,955,9265,710 208 | 1,1,6373,780,950,878,288,285 209 | 2,1,2541,4737,6089,2946,5316,120 210 | 1,1,1537,3748,5838,1859,3381,806 211 | 2,1,5550,12729,16767,864,12420,797 212 | 1,1,18567,1895,1393,1801,244,2100 213 | 2,1,12119,28326,39694,4736,19410,2870 214 | 1,1,7291,1012,2062,1291,240,1775 215 | 1,1,3317,6602,6861,1329,3961,1215 216 | 2,1,2362,6551,11364,913,5957,791 217 | 1,1,2806,10765,15538,1374,5828,2388 218 | 2,1,2532,16599,36486,179,13308,674 219 | 1,1,18044,1475,2046,2532,130,1158 220 | 2,1,18,7504,15205,1285,4797,6372 221 | 1,1,4155,367,1390,2306,86,130 222 | 1,1,14755,899,1382,1765,56,749 223 | 1,1,5396,7503,10646,91,4167,239 224 | 1,1,5041,1115,2856,7496,256,375 225 | 2,1,2790,2527,5265,5612,788,1360 226 | 1,1,7274,659,1499,784,70,659 227 | 1,1,12680,3243,4157,660,761,786 228 | 2,1,20782,5921,9212,1759,2568,1553 229 | 1,1,4042,2204,1563,2286,263,689 230 | 1,1,1869,577,572,950,4762,203 231 | 1,1,8656,2746,2501,6845,694,980 232 | 2,1,11072,5989,5615,8321,955,2137 233 | 1,1,2344,10678,3828,1439,1566,490 234 | 1,1,25962,1780,3838,638,284,834 235 | 1,1,964,4984,3316,937,409,7 236 | 1,1,15603,2703,3833,4260,325,2563 237 | 1,1,1838,6380,2824,1218,1216,295 238 | 1,1,8635,820,3047,2312,415,225 239 | 1,1,18692,3838,593,4634,28,1215 240 | 1,1,7363,475,585,1112,72,216 241 | 1,1,47493,2567,3779,5243,828,2253 242 | 1,1,22096,3575,7041,11422,343,2564 243 | 1,1,24929,1801,2475,2216,412,1047 244 | 1,1,18226,659,2914,3752,586,578 245 | 1,1,11210,3576,5119,561,1682,2398 246 | 1,1,6202,7775,10817,1183,3143,1970 247 | 2,1,3062,6154,13916,230,8933,2784 248 | 1,1,8885,2428,1777,1777,430,610 249 | 1,1,13569,346,489,2077,44,659 250 | 1,1,15671,5279,2406,559,562,572 251 | 1,1,8040,3795,2070,6340,918,291 252 | 1,1,3191,1993,1799,1730,234,710 253 | 2,1,6134,23133,33586,6746,18594,5121 254 | 1,1,6623,1860,4740,7683,205,1693 255 | 1,1,29526,7961,16966,432,363,1391 256 | 1,1,10379,17972,4748,4686,1547,3265 257 | 1,1,31614,489,1495,3242,111,615 258 | 1,1,11092,5008,5249,453,392,373 259 | 1,1,8475,1931,1883,5004,3593,987 260 | 1,1,56083,4563,2124,6422,730,3321 261 | 1,1,53205,4959,7336,3012,967,818 262 | 1,1,9193,4885,2157,327,780,548 263 | 1,1,7858,1110,1094,6818,49,287 264 | 1,1,23257,1372,1677,982,429,655 265 | 1,1,2153,1115,6684,4324,2894,411 266 | 2,1,1073,9679,15445,61,5980,1265 267 | 1,1,5909,23527,13699,10155,830,3636 268 | 2,1,572,9763,22182,2221,4882,2563 269 | 1,1,20893,1222,2576,3975,737,3628 270 | 2,1,11908,8053,19847,1069,6374,698 271 | 1,1,15218,258,1138,2516,333,204 272 | 1,1,4720,1032,975,5500,197,56 273 | 1,1,2083,5007,1563,1120,147,1550 274 | 1,1,514,8323,6869,529,93,1040 275 | 1,3,36817,3045,1493,4802,210,1824 276 | 1,3,894,1703,1841,744,759,1153 277 | 1,3,680,1610,223,862,96,379 278 | 1,3,27901,3749,6964,4479,603,2503 279 | 1,3,9061,829,683,16919,621,139 280 | 1,3,11693,2317,2543,5845,274,1409 281 | 2,3,17360,6200,9694,1293,3620,1721 282 | 1,3,3366,2884,2431,977,167,1104 283 | 2,3,12238,7108,6235,1093,2328,2079 284 | 1,3,49063,3965,4252,5970,1041,1404 285 | 1,3,25767,3613,2013,10303,314,1384 286 | 1,3,68951,4411,12609,8692,751,2406 287 | 1,3,40254,640,3600,1042,436,18 288 | 1,3,7149,2247,1242,1619,1226,128 289 | 1,3,15354,2102,2828,8366,386,1027 290 | 1,3,16260,594,1296,848,445,258 291 | 1,3,42786,286,471,1388,32,22 292 | 1,3,2708,2160,2642,502,965,1522 293 | 1,3,6022,3354,3261,2507,212,686 294 | 1,3,2838,3086,4329,3838,825,1060 295 | 2,2,3996,11103,12469,902,5952,741 296 | 1,2,21273,2013,6550,909,811,1854 297 | 2,2,7588,1897,5234,417,2208,254 298 | 1,2,19087,1304,3643,3045,710,898 299 | 2,2,8090,3199,6986,1455,3712,531 300 | 2,2,6758,4560,9965,934,4538,1037 301 | 1,2,444,879,2060,264,290,259 302 | 2,2,16448,6243,6360,824,2662,2005 303 | 2,2,5283,13316,20399,1809,8752,172 304 | 2,2,2886,5302,9785,364,6236,555 305 | 2,2,2599,3688,13829,492,10069,59 306 | 2,2,161,7460,24773,617,11783,2410 307 | 2,2,243,12939,8852,799,3909,211 308 | 2,2,6468,12867,21570,1840,7558,1543 309 | 1,2,17327,2374,2842,1149,351,925 310 | 1,2,6987,1020,3007,416,257,656 311 | 2,2,918,20655,13567,1465,6846,806 312 | 1,2,7034,1492,2405,12569,299,1117 313 | 1,2,29635,2335,8280,3046,371,117 314 | 2,2,2137,3737,19172,1274,17120,142 315 | 1,2,9784,925,2405,4447,183,297 316 | 1,2,10617,1795,7647,1483,857,1233 317 | 2,2,1479,14982,11924,662,3891,3508 318 | 1,2,7127,1375,2201,2679,83,1059 319 | 1,2,1182,3088,6114,978,821,1637 320 | 1,2,11800,2713,3558,2121,706,51 321 | 2,2,9759,25071,17645,1128,12408,1625 322 | 1,2,1774,3696,2280,514,275,834 323 | 1,2,9155,1897,5167,2714,228,1113 324 | 1,2,15881,713,3315,3703,1470,229 325 | 1,2,13360,944,11593,915,1679,573 326 | 1,2,25977,3587,2464,2369,140,1092 327 | 1,2,32717,16784,13626,60869,1272,5609 328 | 1,2,4414,1610,1431,3498,387,834 329 | 1,2,542,899,1664,414,88,522 330 | 1,2,16933,2209,3389,7849,210,1534 331 | 1,2,5113,1486,4583,5127,492,739 332 | 1,2,9790,1786,5109,3570,182,1043 333 | 2,2,11223,14881,26839,1234,9606,1102 334 | 1,2,22321,3216,1447,2208,178,2602 335 | 2,2,8565,4980,67298,131,38102,1215 336 | 2,2,16823,928,2743,11559,332,3486 337 | 2,2,27082,6817,10790,1365,4111,2139 338 | 1,2,13970,1511,1330,650,146,778 339 | 1,2,9351,1347,2611,8170,442,868 340 | 1,2,3,333,7021,15601,15,550 341 | 1,2,2617,1188,5332,9584,573,1942 342 | 2,3,381,4025,9670,388,7271,1371 343 | 2,3,2320,5763,11238,767,5162,2158 344 | 1,3,255,5758,5923,349,4595,1328 345 | 2,3,1689,6964,26316,1456,15469,37 346 | 1,3,3043,1172,1763,2234,217,379 347 | 1,3,1198,2602,8335,402,3843,303 348 | 2,3,2771,6939,15541,2693,6600,1115 349 | 2,3,27380,7184,12311,2809,4621,1022 350 | 1,3,3428,2380,2028,1341,1184,665 351 | 2,3,5981,14641,20521,2005,12218,445 352 | 1,3,3521,1099,1997,1796,173,995 353 | 2,3,1210,10044,22294,1741,12638,3137 354 | 1,3,608,1106,1533,830,90,195 355 | 2,3,117,6264,21203,228,8682,1111 356 | 1,3,14039,7393,2548,6386,1333,2341 357 | 1,3,190,727,2012,245,184,127 358 | 1,3,22686,134,218,3157,9,548 359 | 2,3,37,1275,22272,137,6747,110 360 | 1,3,759,18664,1660,6114,536,4100 361 | 1,3,796,5878,2109,340,232,776 362 | 1,3,19746,2872,2006,2601,468,503 363 | 1,3,4734,607,864,1206,159,405 364 | 1,3,2121,1601,2453,560,179,712 365 | 1,3,4627,997,4438,191,1335,314 366 | 1,3,2615,873,1524,1103,514,468 367 | 2,3,4692,6128,8025,1619,4515,3105 368 | 1,3,9561,2217,1664,1173,222,447 369 | 1,3,3477,894,534,1457,252,342 370 | 1,3,22335,1196,2406,2046,101,558 371 | 1,3,6211,337,683,1089,41,296 372 | 2,3,39679,3944,4955,1364,523,2235 373 | 1,3,20105,1887,1939,8164,716,790 374 | 1,3,3884,3801,1641,876,397,4829 375 | 2,3,15076,6257,7398,1504,1916,3113 376 | 1,3,6338,2256,1668,1492,311,686 377 | 1,3,5841,1450,1162,597,476,70 378 | 2,3,3136,8630,13586,5641,4666,1426 379 | 1,3,38793,3154,2648,1034,96,1242 380 | 1,3,3225,3294,1902,282,68,1114 381 | 2,3,4048,5164,10391,130,813,179 382 | 1,3,28257,944,2146,3881,600,270 383 | 1,3,17770,4591,1617,9927,246,532 384 | 1,3,34454,7435,8469,2540,1711,2893 385 | 1,3,1821,1364,3450,4006,397,361 386 | 1,3,10683,21858,15400,3635,282,5120 387 | 1,3,11635,922,1614,2583,192,1068 388 | 1,3,1206,3620,2857,1945,353,967 389 | 1,3,20918,1916,1573,1960,231,961 390 | 1,3,9785,848,1172,1677,200,406 391 | 1,3,9385,1530,1422,3019,227,684 392 | 1,3,3352,1181,1328,5502,311,1000 393 | 1,3,2647,2761,2313,907,95,1827 394 | 1,3,518,4180,3600,659,122,654 395 | 1,3,23632,6730,3842,8620,385,819 396 | 1,3,12377,865,3204,1398,149,452 397 | 1,3,9602,1316,1263,2921,841,290 398 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306,6468,12867,21570,1840,7558,1543 309 | 307,17327,2374,2842,1149,351,925 310 | 308,6987,1020,3007,416,257,656 311 | 309,918,20655,13567,1465,6846,806 312 | 310,7034,1492,2405,12569,299,1117 313 | 311,29635,2335,8280,3046,371,117 314 | 312,2137,3737,19172,1274,17120,142 315 | 313,9784,925,2405,4447,183,297 316 | 314,10617,1795,7647,1483,857,1233 317 | 315,1479,14982,11924,662,3891,3508 318 | 316,7127,1375,2201,2679,83,1059 319 | 317,1182,3088,6114,978,821,1637 320 | 318,11800,2713,3558,2121,706,51 321 | 319,9759,25071,17645,1128,12408,1625 322 | 320,1774,3696,2280,514,275,834 323 | 321,9155,1897,5167,2714,228,1113 324 | 322,15881,713,3315,3703,1470,229 325 | 323,13360,944,11593,915,1679,573 326 | 324,25977,3587,2464,2369,140,1092 327 | 325,32717,16784,13626,60869,1272,5609 328 | 326,4414,1610,1431,3498,387,834 329 | 327,542,899,1664,414,88,522 330 | 328,16933,2209,3389,7849,210,1534 331 | 329,5113,1486,4583,5127,492,739 332 | 330,9790,1786,5109,3570,182,1043 333 | 331,11223,14881,26839,1234,9606,1102 334 | 332,22321,3216,1447,2208,178,2602 335 | 333,8565,4980,67298,131,38102,1215 336 | 334,16823,928,2743,11559,332,3486 337 | 335,27082,6817,10790,1365,4111,2139 338 | 336,13970,1511,1330,650,146,778 339 | 337,9351,1347,2611,8170,442,868 340 | 338,3,333,7021,15601,15,550 341 | 339,2617,1188,5332,9584,573,1942 342 | 340,381,4025,9670,388,7271,1371 343 | 341,2320,5763,11238,767,5162,2158 344 | 342,255,5758,5923,349,4595,1328 345 | 343,1689,6964,26316,1456,15469,37 346 | 344,3043,1172,1763,2234,217,379 347 | 345,1198,2602,8335,402,3843,303 348 | 346,2771,6939,15541,2693,6600,1115 349 | 347,27380,7184,12311,2809,4621,1022 350 | 348,3428,2380,2028,1341,1184,665 351 | 349,5981,14641,20521,2005,12218,445 352 | 350,3521,1099,1997,1796,173,995 353 | 351,1210,10044,22294,1741,12638,3137 354 | 352,608,1106,1533,830,90,195 355 | 353,117,6264,21203,228,8682,1111 356 | 354,14039,7393,2548,6386,1333,2341 357 | 355,190,727,2012,245,184,127 358 | 356,22686,134,218,3157,9,548 359 | 357,37,1275,22272,137,6747,110 360 | 358,759,18664,1660,6114,536,4100 361 | 359,796,5878,2109,340,232,776 362 | 360,19746,2872,2006,2601,468,503 363 | 361,4734,607,864,1206,159,405 364 | 362,2121,1601,2453,560,179,712 365 | 363,4627,997,4438,191,1335,314 366 | 364,2615,873,1524,1103,514,468 367 | 365,4692,6128,8025,1619,4515,3105 368 | 366,9561,2217,1664,1173,222,447 369 | 367,3477,894,534,1457,252,342 370 | 368,22335,1196,2406,2046,101,558 371 | 369,6211,337,683,1089,41,296 372 | 370,39679,3944,4955,1364,523,2235 373 | 371,20105,1887,1939,8164,716,790 374 | 372,3884,3801,1641,876,397,4829 375 | 373,15076,6257,7398,1504,1916,3113 376 | 374,6338,2256,1668,1492,311,686 377 | 375,5841,1450,1162,597,476,70 378 | 376,3136,8630,13586,5641,4666,1426 379 | 377,38793,3154,2648,1034,96,1242 380 | 378,3225,3294,1902,282,68,1114 381 | 379,4048,5164,10391,130,813,179 382 | 380,28257,944,2146,3881,600,270 383 | 381,17770,4591,1617,9927,246,532 384 | 382,34454,7435,8469,2540,1711,2893 385 | 383,1821,1364,3450,4006,397,361 386 | 384,10683,21858,15400,3635,282,5120 387 | 385,11635,922,1614,2583,192,1068 388 | 386,1206,3620,2857,1945,353,967 389 | 387,20918,1916,1573,1960,231,961 390 | 388,9785,848,1172,1677,200,406 391 | 389,9385,1530,1422,3019,227,684 392 | 390,3352,1181,1328,5502,311,1000 393 | 391,2647,2761,2313,907,95,1827 394 | 392,518,4180,3600,659,122,654 395 | 393,23632,6730,3842,8620,385,819 396 | 394,12377,865,3204,1398,149,452 397 | 395,9602,1316,1263,2921,841,290 398 | 396,4515,11991,9345,2644,3378,2213 399 | 397,11535,1666,1428,6838,64,743 400 | 398,11442,1032,582,5390,74,247 401 | 399,9612,577,935,1601,469,375 402 | 400,4446,906,1238,3576,153,1014 403 | 401,27167,2801,2128,13223,92,1902 404 | 402,26539,4753,5091,220,10,340 405 | 403,25606,11006,4604,127,632,288 406 | 404,18073,4613,3444,4324,914,715 407 | 405,6884,1046,1167,2069,593,378 408 | 406,25066,5010,5026,9806,1092,960 409 | 407,7362,12844,18683,2854,7883,553 410 | 408,8257,3880,6407,1646,2730,344 411 | 409,8708,3634,6100,2349,2123,5137 412 | 410,6633,2096,4563,1389,1860,1892 413 | 411,2126,3289,3281,1535,235,4365 414 | 412,97,3605,12400,98,2970,62 415 | 413,4983,4859,6633,17866,912,2435 416 | 414,5969,1990,3417,5679,1135,290 417 | 415,7842,6046,8552,1691,3540,1874 418 | 416,4389,10940,10908,848,6728,993 419 | 417,5065,5499,11055,364,3485,1063 420 | 418,660,8494,18622,133,6740,776 421 | 419,8861,3783,2223,633,1580,1521 422 | 420,4456,5266,13227,25,6818,1393 423 | 421,17063,4847,9053,1031,3415,1784 424 | 422,26400,1377,4172,830,948,1218 425 | 423,17565,3686,4657,1059,1803,668 426 | 424,16980,2884,12232,874,3213,249 427 | 425,11243,2408,2593,15348,108,1886 428 | 426,13134,9347,14316,3141,5079,1894 429 | 427,31012,16687,5429,15082,439,1163 430 | 428,3047,5970,4910,2198,850,317 431 | 429,8607,1750,3580,47,84,2501 432 | 430,3097,4230,16483,575,241,2080 433 | 431,8533,5506,5160,13486,1377,1498 434 | 432,21117,1162,4754,269,1328,395 435 | 433,1982,3218,1493,1541,356,1449 436 | 434,16731,3922,7994,688,2371,838 437 | 435,29703,12051,16027,13135,182,2204 438 | 436,39228,1431,764,4510,93,2346 439 | 437,14531,15488,30243,437,14841,1867 440 | 438,10290,1981,2232,1038,168,2125 441 | 439,2787,1698,2510,65,477,52 442 | -------------------------------------------------------------------------------- /Wine.csv: -------------------------------------------------------------------------------- 1 | Alcohol,Malic_Acid,Ash,Ash_Alcanity,Magnesium,Total_Phenols,Flavanoids,Nonflavanoid_Phenols,Proanthocyanins,Color_Intensity,Hue,OD280,Proline,Customer_Segment 2 | 14.23,1.71,2.43,15.6,127,2.8,3.06,0.28,2.29,5.64,1.04,3.92,1065,1 3 | 13.2,1.78,2.14,11.2,100,2.65,2.76,0.26,1.28,4.38,1.05,3.4,1050,1 4 | 13.16,2.36,2.67,18.6,101,2.8,3.24,0.3,2.81,5.68,1.03,3.17,1185,1 5 | 14.37,1.95,2.5,16.8,113,3.85,3.49,0.24,2.18,7.8,0.86,3.45,1480,1 6 | 13.24,2.59,2.87,21,118,2.8,2.69,0.39,1.82,4.32,1.04,2.93,735,1 7 | 14.2,1.76,2.45,15.2,112,3.27,3.39,0.34,1.97,6.75,1.05,2.85,1450,1 8 | 14.39,1.87,2.45,14.6,96,2.5,2.52,0.3,1.98,5.25,1.02,3.58,1290,1 9 | 14.06,2.15,2.61,17.6,121,2.6,2.51,0.31,1.25,5.05,1.06,3.58,1295,1 10 | 14.83,1.64,2.17,14,97,2.8,2.98,0.29,1.98,5.2,1.08,2.85,1045,1 11 | 13.86,1.35,2.27,16,98,2.98,3.15,0.22,1.85,7.22,1.01,3.55,1045,1 12 | 14.1,2.16,2.3,18,105,2.95,3.32,0.22,2.38,5.75,1.25,3.17,1510,1 13 | 14.12,1.48,2.32,16.8,95,2.2,2.43,0.26,1.57,5,1.17,2.82,1280,1 14 | 13.75,1.73,2.41,16,89,2.6,2.76,0.29,1.81,5.6,1.15,2.9,1320,1 15 | 14.75,1.73,2.39,11.4,91,3.1,3.69,0.43,2.81,5.4,1.25,2.73,1150,1 16 | 14.38,1.87,2.38,12,102,3.3,3.64,0.29,2.96,7.5,1.2,3,1547,1 17 | 13.63,1.81,2.7,17.2,112,2.85,2.91,0.3,1.46,7.3,1.28,2.88,1310,1 18 | 14.3,1.92,2.72,20,120,2.8,3.14,0.33,1.97,6.2,1.07,2.65,1280,1 19 | 13.83,1.57,2.62,20,115,2.95,3.4,0.4,1.72,6.6,1.13,2.57,1130,1 20 | 14.19,1.59,2.48,16.5,108,3.3,3.93,0.32,1.86,8.7,1.23,2.82,1680,1 21 | 13.64,3.1,2.56,15.2,116,2.7,3.03,0.17,1.66,5.1,0.96,3.36,845,1 22 | 14.06,1.63,2.28,16,126,3,3.17,0.24,2.1,5.65,1.09,3.71,780,1 23 | 12.93,3.8,2.65,18.6,102,2.41,2.41,0.25,1.98,4.5,1.03,3.52,770,1 24 | 13.71,1.86,2.36,16.6,101,2.61,2.88,0.27,1.69,3.8,1.11,4,1035,1 25 | 12.85,1.6,2.52,17.8,95,2.48,2.37,0.26,1.46,3.93,1.09,3.63,1015,1 26 | 13.5,1.81,2.61,20,96,2.53,2.61,0.28,1.66,3.52,1.12,3.82,845,1 27 | 13.05,2.05,3.22,25,124,2.63,2.68,0.47,1.92,3.58,1.13,3.2,830,1 28 | 13.39,1.77,2.62,16.1,93,2.85,2.94,0.34,1.45,4.8,0.92,3.22,1195,1 29 | 13.3,1.72,2.14,17,94,2.4,2.19,0.27,1.35,3.95,1.02,2.77,1285,1 30 | 13.87,1.9,2.8,19.4,107,2.95,2.97,0.37,1.76,4.5,1.25,3.4,915,1 31 | 14.02,1.68,2.21,16,96,2.65,2.33,0.26,1.98,4.7,1.04,3.59,1035,1 32 | 13.73,1.5,2.7,22.5,101,3,3.25,0.29,2.38,5.7,1.19,2.71,1285,1 33 | 13.58,1.66,2.36,19.1,106,2.86,3.19,0.22,1.95,6.9,1.09,2.88,1515,1 34 | 13.68,1.83,2.36,17.2,104,2.42,2.69,0.42,1.97,3.84,1.23,2.87,990,1 35 | 13.76,1.53,2.7,19.5,132,2.95,2.74,0.5,1.35,5.4,1.25,3,1235,1 36 | 13.51,1.8,2.65,19,110,2.35,2.53,0.29,1.54,4.2,1.1,2.87,1095,1 37 | 13.48,1.81,2.41,20.5,100,2.7,2.98,0.26,1.86,5.1,1.04,3.47,920,1 38 | 13.28,1.64,2.84,15.5,110,2.6,2.68,0.34,1.36,4.6,1.09,2.78,880,1 39 | 13.05,1.65,2.55,18,98,2.45,2.43,0.29,1.44,4.25,1.12,2.51,1105,1 40 | 13.07,1.5,2.1,15.5,98,2.4,2.64,0.28,1.37,3.7,1.18,2.69,1020,1 41 | 14.22,3.99,2.51,13.2,128,3,3.04,0.2,2.08,5.1,0.89,3.53,760,1 42 | 13.56,1.71,2.31,16.2,117,3.15,3.29,0.34,2.34,6.13,0.95,3.38,795,1 43 | 13.41,3.84,2.12,18.8,90,2.45,2.68,0.27,1.48,4.28,0.91,3,1035,1 44 | 13.88,1.89,2.59,15,101,3.25,3.56,0.17,1.7,5.43,0.88,3.56,1095,1 45 | 13.24,3.98,2.29,17.5,103,2.64,2.63,0.32,1.66,4.36,0.82,3,680,1 46 | 13.05,1.77,2.1,17,107,3,3,0.28,2.03,5.04,0.88,3.35,885,1 47 | 14.21,4.04,2.44,18.9,111,2.85,2.65,0.3,1.25,5.24,0.87,3.33,1080,1 48 | 14.38,3.59,2.28,16,102,3.25,3.17,0.27,2.19,4.9,1.04,3.44,1065,1 49 | 13.9,1.68,2.12,16,101,3.1,3.39,0.21,2.14,6.1,0.91,3.33,985,1 50 | 14.1,2.02,2.4,18.8,103,2.75,2.92,0.32,2.38,6.2,1.07,2.75,1060,1 51 | 13.94,1.73,2.27,17.4,108,2.88,3.54,0.32,2.08,8.9,1.12,3.1,1260,1 52 | 13.05,1.73,2.04,12.4,92,2.72,3.27,0.17,2.91,7.2,1.12,2.91,1150,1 53 | 13.83,1.65,2.6,17.2,94,2.45,2.99,0.22,2.29,5.6,1.24,3.37,1265,1 54 | 13.82,1.75,2.42,14,111,3.88,3.74,0.32,1.87,7.05,1.01,3.26,1190,1 55 | 13.77,1.9,2.68,17.1,115,3,2.79,0.39,1.68,6.3,1.13,2.93,1375,1 56 | 13.74,1.67,2.25,16.4,118,2.6,2.9,0.21,1.62,5.85,0.92,3.2,1060,1 57 | 13.56,1.73,2.46,20.5,116,2.96,2.78,0.2,2.45,6.25,0.98,3.03,1120,1 58 | 14.22,1.7,2.3,16.3,118,3.2,3,0.26,2.03,6.38,0.94,3.31,970,1 59 | 13.29,1.97,2.68,16.8,102,3,3.23,0.31,1.66,6,1.07,2.84,1270,1 60 | 13.72,1.43,2.5,16.7,108,3.4,3.67,0.19,2.04,6.8,0.89,2.87,1285,1 61 | 12.37,0.94,1.36,10.6,88,1.98,0.57,0.28,0.42,1.95,1.05,1.82,520,2 62 | 12.33,1.1,2.28,16,101,2.05,1.09,0.63,0.41,3.27,1.25,1.67,680,2 63 | 12.64,1.36,2.02,16.8,100,2.02,1.41,0.53,0.62,5.75,0.98,1.59,450,2 64 | 13.67,1.25,1.92,18,94,2.1,1.79,0.32,0.73,3.8,1.23,2.46,630,2 65 | 12.37,1.13,2.16,19,87,3.5,3.1,0.19,1.87,4.45,1.22,2.87,420,2 66 | 12.17,1.45,2.53,19,104,1.89,1.75,0.45,1.03,2.95,1.45,2.23,355,2 67 | 12.37,1.21,2.56,18.1,98,2.42,2.65,0.37,2.08,4.6,1.19,2.3,678,2 68 | 13.11,1.01,1.7,15,78,2.98,3.18,0.26,2.28,5.3,1.12,3.18,502,2 69 | 12.37,1.17,1.92,19.6,78,2.11,2,0.27,1.04,4.68,1.12,3.48,510,2 70 | 13.34,0.94,2.36,17,110,2.53,1.3,0.55,0.42,3.17,1.02,1.93,750,2 71 | 12.21,1.19,1.75,16.8,151,1.85,1.28,0.14,2.5,2.85,1.28,3.07,718,2 72 | 12.29,1.61,2.21,20.4,103,1.1,1.02,0.37,1.46,3.05,0.906,1.82,870,2 73 | 13.86,1.51,2.67,25,86,2.95,2.86,0.21,1.87,3.38,1.36,3.16,410,2 74 | 13.49,1.66,2.24,24,87,1.88,1.84,0.27,1.03,3.74,0.98,2.78,472,2 75 | 12.99,1.67,2.6,30,139,3.3,2.89,0.21,1.96,3.35,1.31,3.5,985,2 76 | 11.96,1.09,2.3,21,101,3.38,2.14,0.13,1.65,3.21,0.99,3.13,886,2 77 | 11.66,1.88,1.92,16,97,1.61,1.57,0.34,1.15,3.8,1.23,2.14,428,2 78 | 13.03,0.9,1.71,16,86,1.95,2.03,0.24,1.46,4.6,1.19,2.48,392,2 79 | 11.84,2.89,2.23,18,112,1.72,1.32,0.43,0.95,2.65,0.96,2.52,500,2 80 | 12.33,0.99,1.95,14.8,136,1.9,1.85,0.35,2.76,3.4,1.06,2.31,750,2 81 | 12.7,3.87,2.4,23,101,2.83,2.55,0.43,1.95,2.57,1.19,3.13,463,2 82 | 12,0.92,2,19,86,2.42,2.26,0.3,1.43,2.5,1.38,3.12,278,2 83 | 12.72,1.81,2.2,18.8,86,2.2,2.53,0.26,1.77,3.9,1.16,3.14,714,2 84 | 12.08,1.13,2.51,24,78,2,1.58,0.4,1.4,2.2,1.31,2.72,630,2 85 | 13.05,3.86,2.32,22.5,85,1.65,1.59,0.61,1.62,4.8,0.84,2.01,515,2 86 | 11.84,0.89,2.58,18,94,2.2,2.21,0.22,2.35,3.05,0.79,3.08,520,2 87 | 12.67,0.98,2.24,18,99,2.2,1.94,0.3,1.46,2.62,1.23,3.16,450,2 88 | 12.16,1.61,2.31,22.8,90,1.78,1.69,0.43,1.56,2.45,1.33,2.26,495,2 89 | 11.65,1.67,2.62,26,88,1.92,1.61,0.4,1.34,2.6,1.36,3.21,562,2 90 | 11.64,2.06,2.46,21.6,84,1.95,1.69,0.48,1.35,2.8,1,2.75,680,2 91 | 12.08,1.33,2.3,23.6,70,2.2,1.59,0.42,1.38,1.74,1.07,3.21,625,2 92 | 12.08,1.83,2.32,18.5,81,1.6,1.5,0.52,1.64,2.4,1.08,2.27,480,2 93 | 12,1.51,2.42,22,86,1.45,1.25,0.5,1.63,3.6,1.05,2.65,450,2 94 | 12.69,1.53,2.26,20.7,80,1.38,1.46,0.58,1.62,3.05,0.96,2.06,495,2 95 | 12.29,2.83,2.22,18,88,2.45,2.25,0.25,1.99,2.15,1.15,3.3,290,2 96 | 11.62,1.99,2.28,18,98,3.02,2.26,0.17,1.35,3.25,1.16,2.96,345,2 97 | 12.47,1.52,2.2,19,162,2.5,2.27,0.32,3.28,2.6,1.16,2.63,937,2 98 | 11.81,2.12,2.74,21.5,134,1.6,0.99,0.14,1.56,2.5,0.95,2.26,625,2 99 | 12.29,1.41,1.98,16,85,2.55,2.5,0.29,1.77,2.9,1.23,2.74,428,2 100 | 12.37,1.07,2.1,18.5,88,3.52,3.75,0.24,1.95,4.5,1.04,2.77,660,2 101 | 12.29,3.17,2.21,18,88,2.85,2.99,0.45,2.81,2.3,1.42,2.83,406,2 102 | 12.08,2.08,1.7,17.5,97,2.23,2.17,0.26,1.4,3.3,1.27,2.96,710,2 103 | 12.6,1.34,1.9,18.5,88,1.45,1.36,0.29,1.35,2.45,1.04,2.77,562,2 104 | 12.34,2.45,2.46,21,98,2.56,2.11,0.34,1.31,2.8,0.8,3.38,438,2 105 | 11.82,1.72,1.88,19.5,86,2.5,1.64,0.37,1.42,2.06,0.94,2.44,415,2 106 | 12.51,1.73,1.98,20.5,85,2.2,1.92,0.32,1.48,2.94,1.04,3.57,672,2 107 | 12.42,2.55,2.27,22,90,1.68,1.84,0.66,1.42,2.7,0.86,3.3,315,2 108 | 12.25,1.73,2.12,19,80,1.65,2.03,0.37,1.63,3.4,1,3.17,510,2 109 | 12.72,1.75,2.28,22.5,84,1.38,1.76,0.48,1.63,3.3,0.88,2.42,488,2 110 | 12.22,1.29,1.94,19,92,2.36,2.04,0.39,2.08,2.7,0.86,3.02,312,2 111 | 11.61,1.35,2.7,20,94,2.74,2.92,0.29,2.49,2.65,0.96,3.26,680,2 112 | 11.46,3.74,1.82,19.5,107,3.18,2.58,0.24,3.58,2.9,0.75,2.81,562,2 113 | 12.52,2.43,2.17,21,88,2.55,2.27,0.26,1.22,2,0.9,2.78,325,2 114 | 11.76,2.68,2.92,20,103,1.75,2.03,0.6,1.05,3.8,1.23,2.5,607,2 115 | 11.41,0.74,2.5,21,88,2.48,2.01,0.42,1.44,3.08,1.1,2.31,434,2 116 | 12.08,1.39,2.5,22.5,84,2.56,2.29,0.43,1.04,2.9,0.93,3.19,385,2 117 | 11.03,1.51,2.2,21.5,85,2.46,2.17,0.52,2.01,1.9,1.71,2.87,407,2 118 | 11.82,1.47,1.99,20.8,86,1.98,1.6,0.3,1.53,1.95,0.95,3.33,495,2 119 | 12.42,1.61,2.19,22.5,108,2,2.09,0.34,1.61,2.06,1.06,2.96,345,2 120 | 12.77,3.43,1.98,16,80,1.63,1.25,0.43,0.83,3.4,0.7,2.12,372,2 121 | 12,3.43,2,19,87,2,1.64,0.37,1.87,1.28,0.93,3.05,564,2 122 | 11.45,2.4,2.42,20,96,2.9,2.79,0.32,1.83,3.25,0.8,3.39,625,2 123 | 11.56,2.05,3.23,28.5,119,3.18,5.08,0.47,1.87,6,0.93,3.69,465,2 124 | 12.42,4.43,2.73,26.5,102,2.2,2.13,0.43,1.71,2.08,0.92,3.12,365,2 125 | 13.05,5.8,2.13,21.5,86,2.62,2.65,0.3,2.01,2.6,0.73,3.1,380,2 126 | 11.87,4.31,2.39,21,82,2.86,3.03,0.21,2.91,2.8,0.75,3.64,380,2 127 | 12.07,2.16,2.17,21,85,2.6,2.65,0.37,1.35,2.76,0.86,3.28,378,2 128 | 12.43,1.53,2.29,21.5,86,2.74,3.15,0.39,1.77,3.94,0.69,2.84,352,2 129 | 11.79,2.13,2.78,28.5,92,2.13,2.24,0.58,1.76,3,0.97,2.44,466,2 130 | 12.37,1.63,2.3,24.5,88,2.22,2.45,0.4,1.9,2.12,0.89,2.78,342,2 131 | 12.04,4.3,2.38,22,80,2.1,1.75,0.42,1.35,2.6,0.79,2.57,580,2 132 | 12.86,1.35,2.32,18,122,1.51,1.25,0.21,0.94,4.1,0.76,1.29,630,3 133 | 12.88,2.99,2.4,20,104,1.3,1.22,0.24,0.83,5.4,0.74,1.42,530,3 134 | 12.81,2.31,2.4,24,98,1.15,1.09,0.27,0.83,5.7,0.66,1.36,560,3 135 | 12.7,3.55,2.36,21.5,106,1.7,1.2,0.17,0.84,5,0.78,1.29,600,3 136 | 12.51,1.24,2.25,17.5,85,2,0.58,0.6,1.25,5.45,0.75,1.51,650,3 137 | 12.6,2.46,2.2,18.5,94,1.62,0.66,0.63,0.94,7.1,0.73,1.58,695,3 138 | 12.25,4.72,2.54,21,89,1.38,0.47,0.53,0.8,3.85,0.75,1.27,720,3 139 | 12.53,5.51,2.64,25,96,1.79,0.6,0.63,1.1,5,0.82,1.69,515,3 140 | 13.49,3.59,2.19,19.5,88,1.62,0.48,0.58,0.88,5.7,0.81,1.82,580,3 141 | 12.84,2.96,2.61,24,101,2.32,0.6,0.53,0.81,4.92,0.89,2.15,590,3 142 | 12.93,2.81,2.7,21,96,1.54,0.5,0.53,0.75,4.6,0.77,2.31,600,3 143 | 13.36,2.56,2.35,20,89,1.4,0.5,0.37,0.64,5.6,0.7,2.47,780,3 144 | 13.52,3.17,2.72,23.5,97,1.55,0.52,0.5,0.55,4.35,0.89,2.06,520,3 145 | 13.62,4.95,2.35,20,92,2,0.8,0.47,1.02,4.4,0.91,2.05,550,3 146 | 12.25,3.88,2.2,18.5,112,1.38,0.78,0.29,1.14,8.21,0.65,2,855,3 147 | 13.16,3.57,2.15,21,102,1.5,0.55,0.43,1.3,4,0.6,1.68,830,3 148 | 13.88,5.04,2.23,20,80,0.98,0.34,0.4,0.68,4.9,0.58,1.33,415,3 149 | 12.87,4.61,2.48,21.5,86,1.7,0.65,0.47,0.86,7.65,0.54,1.86,625,3 150 | 13.32,3.24,2.38,21.5,92,1.93,0.76,0.45,1.25,8.42,0.55,1.62,650,3 151 | 13.08,3.9,2.36,21.5,113,1.41,1.39,0.34,1.14,9.4,0.57,1.33,550,3 152 | 13.5,3.12,2.62,24,123,1.4,1.57,0.22,1.25,8.6,0.59,1.3,500,3 153 | 12.79,2.67,2.48,22,112,1.48,1.36,0.24,1.26,10.8,0.48,1.47,480,3 154 | 13.11,1.9,2.75,25.5,116,2.2,1.28,0.26,1.56,7.1,0.61,1.33,425,3 155 | 13.23,3.3,2.28,18.5,98,1.8,0.83,0.61,1.87,10.52,0.56,1.51,675,3 156 | 12.58,1.29,2.1,20,103,1.48,0.58,0.53,1.4,7.6,0.58,1.55,640,3 157 | 13.17,5.19,2.32,22,93,1.74,0.63,0.61,1.55,7.9,0.6,1.48,725,3 158 | 13.84,4.12,2.38,19.5,89,1.8,0.83,0.48,1.56,9.01,0.57,1.64,480,3 159 | 12.45,3.03,2.64,27,97,1.9,0.58,0.63,1.14,7.5,0.67,1.73,880,3 160 | 14.34,1.68,2.7,25,98,2.8,1.31,0.53,2.7,13,0.57,1.96,660,3 161 | 13.48,1.67,2.64,22.5,89,2.6,1.1,0.52,2.29,11.75,0.57,1.78,620,3 162 | 12.36,3.83,2.38,21,88,2.3,0.92,0.5,1.04,7.65,0.56,1.58,520,3 163 | 13.69,3.26,2.54,20,107,1.83,0.56,0.5,0.8,5.88,0.96,1.82,680,3 164 | 12.85,3.27,2.58,22,106,1.65,0.6,0.6,0.96,5.58,0.87,2.11,570,3 165 | 12.96,3.45,2.35,18.5,106,1.39,0.7,0.4,0.94,5.28,0.68,1.75,675,3 166 | 13.78,2.76,2.3,22,90,1.35,0.68,0.41,1.03,9.58,0.7,1.68,615,3 167 | 13.73,4.36,2.26,22.5,88,1.28,0.47,0.52,1.15,6.62,0.78,1.75,520,3 168 | 13.45,3.7,2.6,23,111,1.7,0.92,0.43,1.46,10.68,0.85,1.56,695,3 169 | 12.82,3.37,2.3,19.5,88,1.48,0.66,0.4,0.97,10.26,0.72,1.75,685,3 170 | 13.58,2.58,2.69,24.5,105,1.55,0.84,0.39,1.54,8.66,0.74,1.8,750,3 171 | 13.4,4.6,2.86,25,112,1.98,0.96,0.27,1.11,8.5,0.67,1.92,630,3 172 | 12.2,3.03,2.32,19,96,1.25,0.49,0.4,0.73,5.5,0.66,1.83,510,3 173 | 12.77,2.39,2.28,19.5,86,1.39,0.51,0.48,0.64,9.899999,0.57,1.63,470,3 174 | 14.16,2.51,2.48,20,91,1.68,0.7,0.44,1.24,9.7,0.62,1.71,660,3 175 | 13.71,5.65,2.45,20.5,95,1.68,0.61,0.52,1.06,7.7,0.64,1.74,740,3 176 | 13.4,3.91,2.48,23,102,1.8,0.75,0.43,1.41,7.3,0.7,1.56,750,3 177 | 13.27,4.28,2.26,20,120,1.59,0.69,0.43,1.35,10.2,0.59,1.56,835,3 178 | 13.17,2.59,2.37,20,120,1.65,0.68,0.53,1.46,9.3,0.6,1.62,840,3 179 | 14.13,4.1,2.74,24.5,96,2.05,0.76,0.56,1.35,9.2,0.61,1.6,560,3 -------------------------------------------------------------------------------- /apple.txt: -------------------------------------------------------------------------------- 1 | "x" 2 | "It's amazing..... battery last around 10 -12 hrs.....best laptop for students and coders 3 | " 4 | "Finally a MacBook possession. Got it in 50k in Diwali sale. Technically good laptop.Good News.luxury product, niche technology, good battery life, reliable machine (other laptops crash and become defunct in 6-10 years), no anti-virus required, security of data and transactions much better. Terrific sense of possession & pride.Bad News. Problems will be there if you are switching from windows based system - very less space in hard disk, no CD drive, inability to transfer data from Mac to your existing external hard disc unless you format it, apps are mostly paid and re unreasonably expensive (no free apps which are available otherwise on google play store, even the angry bird costs Rs 400 !!), all printers are not compatible (e.g. the most economical MFD laser printer RICOH SP 111 can't be used), huge compatibility issues with Pages (MS Word) and Keynote (powerpoint) unless you master it by working on these (still mostly the document and slides either do not open in windows environment or have distortion issues). you need to spend extra for an external CD writer and tp buy a carry bag. Mac con not be connected to most of the projectors unless you buy some connectors, which are expensive and theres no clarity which one to buy and from where. you can't connect it to your TV, the ports are different and again theres no clarity - customer support, manuals or help section are silent ! Marketing strategy for Indian market, if at all has been planned, has been very bad. If these critical issues (and a few more not mentioned here) are handled properly, the Mac can sweep away other laptops in India. Presently, it doesn't seem to be happening.Overall Verdict.If compatibility issues mentioned above do not bother you, go for it. Else, think hard. If its an emotional issue to own a long cherished Mac, then its a different thing. Go ahead and gradually you would figure out most (but not all) of the above problems, like I did. 5 | " 6 | "Best Laptop under 60k. If you don't want any accounting softwares like tally or busy then go for it, better than windows in every term. I just love it's battery life with sleek look 😍Now talking about MS officeIt's available on app store, free for 1 monthAfter that you will have to pay.You cannot install pirated version but if you install Windows 7 or any other version then u can use Ms office for freeBut in MacBook there are other apps which are good substitute for Ms office appsNumbers for ExcelPages for wordKeynote for PowerPointAnd you can convert your numbers file to Excel file or csv fileSame for the pages & keynoteSo no need of Ms office for me.Cons1. U cannot play games, your laptop will just heat up, battery will drain* U cannot play pubg mobile on emulator if you are pubg lover😁2. Storage 128gb, it will work fine but if you want to store movies or TV shows u can't, u have to buy external hard disk 7 | " 8 | "Pros:1. Light weight and super fast response time2. Highly optimize which avoids any kind of process lag.3. Beautiful looks and feels like a prime product.4. Long battery life and awesome sound clarity5. Purchased during Amazon sale cost around 52k.Cons:1. Not enough memory2. Limited softwares available3. Operating system is not that user-friendlyProbably one of the best option for 50k+ laptops 9 | " 10 | "I have been a Macbook pro user for last 2 years. I came across the new Macbook air and got a chance to put hands on it. So here is a brief review on my first impressions. Basically i will be comparing this with a regular laptop of similar price range and Macbook PROAir benefits compared to Non Apple laptop:# Slim and light weight for daily travel# 10-11 hours battery backup on normal usage# Apple touch pads are awesome, smooth and responsive compared to any premium laptop# Audio quality on speakers is good, but not as loud as my Macbook Pro 13# Apple front camera works the best in low light, best for low light skype calls# SSD - Apps launch very fast despite the low power processor# Metal body construction# Mag safe charger- If you are really careless this helps very much.# Ambient light sensor that adjusts brightness automatically ( Many people are not aware of this feature)# Keep your Air closed or leave somewhere idle and check back after 2 or 3 days, you will see battery has dropped less than 3 or 4 %# The best part - Mac OS, contains all that you need, a neat calendar, Todos app, notes, Quicktime, Mail app etc. Hassle free OSAir demerits compared to Non Apple laptop:# Performance is on lower side# Good for basic usage only, internet, movies, video calls, spreadsheets, mail# You will get better display(Full HD) if you buy a 999$ Ultrabook from US (In India they come at premium)Should you consider Macbook PRO? - PRO advantagesI know a lot of people might be confused whether to go with PRO for some additional bucks. So listing benefits of pro from my experience# Force touch - More comfortable touch pad, less finger pain compared to buttons on Air, Adjustable pressure# Retina display - More pixels, Better viewing angle. Air is 1440x900 while PRO is 2560x1600 pixels# Better performance - Pro CPU is actually about 50% faster than AIR, but in real world tests, apps launch at similar speed in both PRO and Air. The difference is notable only when you run CPU intensive tasks like Programming, Video encoding, Photo editing, Raw conversion etc. Those who are not into this can go with Air and save some money.# Newer CPU - Macbook air has not evolved much compared to PRO. The 2017 Air uses the same fifth generation CPU as the previous version (2015). But with a little upgrade in CPU speed. ie 1.6 GHz to 1.8 GHz. The newer PROs come with 7th generation Intel processors. The difference is mainly with the energy consumption.# HDMI port - You don't need display port adaptor# New keyboard - The 2016 PRO has the same keyboard as the \"Macbook\". Keys are less deeper and more wider. This makes it little more comfortable to type. Air comes with the same old keyboard as 2015 PRO# Wider touch pad - Not a big deal. But if someone loves that, its a bonus# Color options - Yes, Air is only available in Silver, PRO comes in 3 color optionsIf you think, all the above justifies the price difference between the PRO and Air, go for the PRO. The only benefit that Air offers is battery life. PRO offers 8-9 hours only, while Air offers, 11-12 hours battery.Whom Air is for?Macbook air is not a gaming machine or for hard core users. Its for people who love to watch lot of movies, work on documents, browse and some basic programming. When i say programming, Xcode works fine on Macbook air. But Software like Android studio, Photoshop seems to struggle a little on Air. But if you are once in a while user of intensive apps, you can ignore this.I will update my review with more details after a few weeks of hands on testing and usage. If you have any queries leave a comment below. I will try to answer in a day or two.Thanks for reading! Hope this helps.Also, Get 10% Cashback by Ordering through vqr .in/24 11 | " 12 | "I am very upset about the product as I checked my MacBook 15 days back in December, it didn’t start. It was luckily in warranty . I took it to the service centre and they informed me the mother board and battery collapsed. If it was not in warranty I had to pay 47000/. I asked for replacement of the product and I was refused. They got it fixed for me. I don’t know why should I pay 57000/ for Mac quality. If this is the quality and the service, then I have to go to other product. In January my product expiry was due. They have give an extension of 3 months warranty when I had asked for 1 year. Very disappointed. 13 | " 14 | "Reason for 1 star is I ot an defective piece. The sound quality was not good . My laptop started giving issues with power button from 4 months. The screen would flicker and it would shutdown automatically after sometime. Took the mac to service centre. They replaced the motherboard free of cost as it was in warranty. Now my mac is perfectly fine : 15 | " 16 | "Got the Apple Macbook air on amazon discount sale.1) The OS is smooth and is a breeze to work with. Ships with macOS sierra but update is available to macOS mojave2) The design and build quality, as you can expect from an apple product is top notch.3) Excellen sound quality, keyboard.Cons:1) 128GB may be low incase you want to have movies and media in your laptop.You need to carry around a hard disk that kind of nullifies the advantage of having a light weight laptop.2) Display resolution is not exactly upto the mark 17 | " 18 | "White line coming on screen in just three months of purchase from amazon. Doubting the quality of the products sold on amazon 19 | " 20 | "Bought this product recently on 5 April, was working perfectly fine for few days and on 16 April the Mac working charge or turn on. Apple service centre says they can’t fix the product under warranty and amazon in try to come up with a solution ever since , no solid answer . I m stuck with a dead mac after using it for 10days. Request seller , Amazon or apple to take full responsibility. 21 | " 22 | "Hi, Think thousand time before buying. One calm night i was cuddling in jaipuri blanket while enjoying youtube on this expensive machine. Cold night and little excitement created electrostatic charge which spike though spaceBar button. that's how it went to deep sleep forever. Nothing can bring it back and i am in no mood in spending another fortune on this machine. Apple, of you (i)care, this is the least of security feature included in all electronic devices. And the best part, it was a week after Warranty expiration date. 23 | " 24 | "We buy macbook's expecting that it will lasts at least 3 years, not in my case they are saying it will costs 46000rs to repair.. i bought this in 58000rs.. if i don't want to repair it still I've to pay 2500rs as diagnostic cost.. not recommended.. 25 | " 26 | "I use this for music production and it works awesome..however the display is not so good as it should have been in a 63k laptop 27 | " 28 | "Never purchase any Apple products. I bought 3 and start giving problems just after 6 months. I need to visit 4 times service station which is far 12 km. Again MacBook start acting dead after 6 more months. Mean a top priced laptop giving problems in every 6 months.I have good experiences with other brands of laptops. I hope this comment can help to save somebody’s money. 29 | " 30 | "Good purchase of mineBest for programming...Only some heating issues...but can be ignored!! 31 | " 32 | "I bought MacBook air in 2017, it was working fine till last month. It suddenly stopped charging I took it apple care and was shocked to hear the feedback. They told me that the motherboard is dead and i have to buy a new motherboard. The cost was 50k ( i bought at 53k in 2017). We buy Apple products because they are meant to be long-lasting. I am really disappointed and would prefer other companies next time. They earn extra money from selling an extended warranty. 33 | " 34 | "Bought it on 9th July, stopped working / not turning power on by 4th Nov. Adding to this disappointment is - Apple's refusal to repair it under warranty stating that there is corrosion in Logic Board. Amazon also did not help. The seller - Appario - does not like to be bothered with it. Sometimes I wonder if buying electronics online is a good idea! 35 | " 36 | "I bought it last year from Amazon during Sale. It worked well for on year and then suddenly stopped working. I am unable to switch it on. I took it to service centre and they told that the logic board has to be replaced. The cost is around 45000. I am helpless. I dont want to invest more into that. I used the laptop very carefully but I think Amazon sent a defected piece on sale. 37 | " 38 | "All are Gud.. For now.. 39 | " 40 | "Apple,apple,apple, thats the first thing that must have flashed in you mind when you saw this product, so here i have a total breif review on the laptop...***Pros***4k Video Editing with Final Cut Pro X on this thing works like butter, there is heating issue that i am going to go to apple service center to get it checkedEveryday works like checking mail and is just gr8The Battery is just OVERPOWERED, works for around 11-12 hours on continuous work and 8-9 hours when editingThe graphics card scores 30 fps in cinebench which is not that badThe performance is also fine, 280 cb processor score on cinebenchSpeakers are really good with perfect bassDisplay brightness is 300 nits, which is fineThe Wi-Fi is extremely good, can get a network even from the living room while the router is in the bedroomVery thin and lightweightMacOS is good for School work if you know all the office applications for mac, for eg.Pages is WordMagSafe 2 is the best partGood Trackpad and Keyboard with backlightThe Storage is fast!, thanks to the M.2 based SSD!***Cons***Display, though the resolution is fairly good for a 13.3 inch display, the viewing angle is not appropriate for a 84k laptopGets heated up (Going to get it checked by apple support). Cooling not appropriate for this cpu, need a better thermal paste and fanRam management on MacOS Mojave is not good, 8 GBs of memory is not well distributed among all tasks running in backgroundMacOS is not made for gaming, you need to boot camp on this mac with Windows if you are really a hard-core gamerIntel HD integrated graphics at the price???, god damn it apple (Though its not bad, have seen GeForce 940MX at the same price)No Force trackpadBezels are way too thick in today's standardsNo thunderbolt 3 or Usb CCan't detect Android Devices until Android Device Explorer is installedThe Storage is less! (128 GB, will upgrade to 256 GB in a few years)***My Verdict***This devices is for them who want Battery and Power, and people who want to do Video Editing on Final Cut Pro X, if anyone has a heat up issue than you should Call apple Support and visit one service center immediately to get your laptop checked! Though the graphics is OK from my view, apple could have given better graphics like the radeon vega 8 graphics or Intel Iris Plus or Pro for a laptop that is so expensive! Everything else is Great! And MacOS is not that hard, i easily use both my Lenovo Gaming PC and my apple macbook air easily! Go for it if you are in the criteria I explained above! For hard-core video editing I would recommend atleast an iMac 4k or MacBook Pro Base Model because of its cooling Fan structure, Better Graphics and CPU! This Air is enough to edit 4k60fps videos but will slow down a bit in 5k60fps! While exporting the 4k60fps video the CPU and GPU went up to 104 degrees, this is the reason i am going to apple support! Thank You if you read the whole review because I spent a lot of time writing this!*Update on 8 Oct, 2019*Apple service did nothing, so I thought of doing my own service! Yes, I changed the thermal paste and dusted the fan, now, everything is running even better than ever, even the heating issua is solved! Now while exporting a 4k 60 fps video, it's just around 80 degrees, hence no thermal throttling, Yay! 41 | " 42 | "After using Windows Operating system for the past 10+ years, I switched to Mac. The switch was inspired by the awesome reviews I got from my friends. I must say that they were all real and that the device and the tech is so very impressive. Be it the design, be it the processing speed, be it the battery life......all are way ahead than that of a Windows device. I am satisfied to get the marvel of a tech in my hands. It is saving my time every now and then as I am stricken with an idea to pen a couplet, short story or poem.....I simply open the lid, note the idea and then simply close it....no need of shutting the OS down everytime. Working perfectly. 43 | " 44 | "MacBook Air is excellent. The build is super strong, the operating systems runs smooth. The trackpad and keyboard are great. The only thing that can be improved is its screen (the visuals). Not as good as expected. The hard disk is too small but if you carry an external hard disk you can solve that problem. Got it at the price of a Dell Windows laptop during Amazon sale. A great deal. 45 | " 46 | "Very handy laptop, light weight and portable. Mac OS is super cool. Battery backup was good. Defective product recieved,within 2 months of use, laptop gets switched off suddenly while on battery. Requires power input to restart again.Contacted service centre, they told its motherboard problem and replaced motherboard under warranty, but problem still persisting. Laptop still at service center. Earlier i was using toshiba laptop, satellite 340,lasted 8 yrs without any problem. Paid a premium for macbook air very dissapointed with apple quality of products. And to repair it outside warranty, parts cost as much as the laptop itself🙄 47 | " 48 | "I was apprehensive of buying Apple product from Amazon as some reviews suggested that imported items are being sold. However what I got was fresh and genuine product, I checked warranty on Apple site with serial no. All serial no - on bill, box, inner box and in macOS itself were consistent. Display is too good and it feels like butter operating the device. Only thing is that price difference between this and 256GB version is too much. 49 | " 50 | "I brought this mac air on sep 2017. From past 1 week I am not able to turn on my mac, went to apple store and after troubleshooting they said it is having motherboard problem and need to replace which cost 50k, I was shocked and said how come in less than 2 year mac will have this issue. So kindly please beawre on this big bug mac air. 51 | " 52 | "Don't want to mention anything for apple MAC book :)Super product 53 | " 54 | "I have my worst nightmare with the macbook air I bought. I bought it on theOctober 2018, it got into teouble in the month april 2019. It would turn was trying to restart automatically. I then reoaired it from apple care. It again got dead and woulnt turn onn. I put all the money into water. I dont know what to do with this. 55 | " 56 | "Everything about this product seems to be fine as of now. Got an option to upgrade to higher OS and install tools required for my work. Except for not so good sound quality while watching movies through itunes stores, other aspect seems to be fine. Higher storage options (256 GB) may be required for power users who may want to app development on this system. Current configuration suits light - medium heavy user(I belong to this category)- (need xcode debugging feature for my projects ). 57 | " 58 | "I was looking for an affordable long lasting light laptop and my search led me to this. I know Apple has launch a new Air but this is still a good performer and with the recent price cut this laptop makes so much sense. I was using MacBook Pro for last 8 years, and after it retired this replaced the Pro and is not doing a bad job at it at all. 59 | " 60 | "This is the worst apple product I have ever seen ...6 month After purchase of this fake book ...some of its keys of keyboard stopped working ...So the service center replace my keyboard with the new one ...But after some months with the new replaced keyboard some of its key again stopped working .All these things happen in one year and 3 month timeline which is roughly 1.5 years of original purchase date ... ...When I spoke to the service center they told me that the warranty is over you need to pay 12000 rs ...So I don't have any option. The cost is too high. ..So now I m working with the external keyboard which cost me merely 200 rs ... My friend bought the same macbook from the showroom and i must say its really working good and it doesnt show any fault at all .Till now .i wish i also bought this macbook from the showroom .... 61 | " 62 | "Amazing product..it has quality written all over it..great battery, easy to adapt if you are moving from windows..the trackpad, gestures, everything is so damm goodHad read many reviews about the display being bad...it is..if you are trying to look at atomic level details..its a fantastic screen with great audio output..Everything g screams quality and premium about the macbook..love it. 63 | " 64 | "From the very beginning the battery life was horrible . hardly 2 hours. And after using it for just a year it just stopped working . and i cannot even charge it. Terrible product sold by Amazon 65 | " 66 | "The rating isn't for Apple's performance. I exchanged my old MacBook Air 11' (2013) for MacBook Air 13.3' (2017): and I haven't been disappointed. They both are fantastic machines, there isn't a bit of change except the screen - it is slightly bigger and better...The rating for the seller - I would give 5 star for delivery and 4 star for packaging. However, the product came with multiple scratches. I am unable to conclude whose fault it is- Apple or the reseller (in this case - Cloudtail India Pvt Ltd).I have restored my previous backup and will observe the performance over the week. If it under performs- I will report it to the authorities. If it performs well, the scratches may have been anyone's fault but can be ignored...I shall update this review in a week's time... 67 | " 68 | "I preferred this over other good spec windows laptop, just for reason mac. 128 gb ssd was only concern as it may not be sufficient however adding external hd or flash drive will do the job for u. Overall even the screen is not full hd i did not find it much of the issue, however If u r concern about good display must for consider this as option. Additionaly over 13000 discount in last sale made this perfect deal. 69 | " 70 | "When i received, within 15 days i realised the hinges were loose. Then after less than 2 months very rare use i got a line on the display. The replacement window was only 10 days. Now i have given it for service and even apple doesn't have a replacement policy. So i have to use a repaired device inspite of buying new. Very disappointing. 71 | " 72 | "Be careful while buying electronic products through Amazon.I bought this macbook for 56k on March 2018. After 1.5 years of usage, the display stopped working for no reason. The device never had any accidental drop or shock while I was using it through these years. The service center guy told me it would cost around 41k for screen replacement. Now I'm left with no option.If you are buying, I suggest you to buy it along with a protection plan or any extended warranty. 73 | " 74 | "MERITS..IT IS BEST IN ITS PERFORMANCE..SOUND QUALITY IS AMAZING..NICE PICTURE QUALITY...GREAT STABILIZATION..BEST UI(USER INTERFACE)..BEST LAPTOP FOR NORMAL HUMANS🤣 >50KDEMERITSCANNOT BE USED FOR GAMINGbut If You areNot a Productive person Then only You Play games..And...THERE's nothing much bad about 75 | " 76 | "3 years and still running! great product 77 | " 78 | "The elegant work of apple can be seen in this product. The design, the user friendliness, the compactness can be easily seen in this laptop. Coming to the performance, the speed of this is remarkable, and you can get to know the power of Mac os when you have another apple product. You can get one of the best movie experiences on this . Overall I would it a 4.5/5. 79 | " 80 | "I got a great deal on this laptop, which I have been using for almost a year now. I got it not only on discount but also was able to exchange my old laptop with this! Laptop works really well, it was a good purchase! 81 | " 82 | -------------------------------------------------------------------------------- /cars.csv: -------------------------------------------------------------------------------- 1 | symboling,normalized-losses,make,fuel-type,body-style,drive-wheels,engine-location,width,height,engine-type,engine-size,horsepower,city-mpg,highway-mpg,price 2 | 3,?,alfa-romero,gas,convertible,rwd,front,64.1,48.8,dohc,130,111,21,27,13495 3 | 3,?,alfa-romero,gas,convertible,rwd,front,64.1,48.8,dohc,130,111,21,27,16500 4 | 1,?,alfa-romero,gas,hatchback,rwd,front,65.5,52.4,ohcv,152,154,19,26,16500 5 | 2,164,audi,gas,sedan,fwd,front,66.2,54.3,ohc,109,102,24,30,13950 6 | 2,164,audi,gas,sedan,4wd,front,66.4,54.3,ohc,136,115,18,22,17450 7 | 2,?,audi,gas,sedan,fwd,front,66.3,53.1,ohc,136,110,19,25,15250 8 | 1,158,audi,gas,sedan,fwd,front,71.4,55.7,ohc,136,110,19,25,17710 9 | 1,?,audi,gas,wagon,fwd,front,71.4,55.7,ohc,136,110,19,25,18920 10 | 1,158,audi,gas,sedan,fwd,front,71.4,55.9,ohc,131,140,17,20,23875 11 | 0,?,audi,gas,hatchback,4wd,front,67.9,52,ohc,131,160,16,22,12000 12 | 2,192,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,108,101,23,29,16430 13 | 0,192,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,108,101,23,29,16925 14 | 0,188,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,164,121,21,28,20970 15 | 0,188,bmw,gas,sedan,rwd,front,64.8,54.3,ohc,164,121,21,28,21105 16 | 1,?,bmw,gas,sedan,rwd,front,66.9,55.7,ohc,164,121,20,25,24565 17 | 0,?,bmw,gas,sedan,rwd,front,66.9,55.7,ohc,209,182,16,22,30760 18 | 0,?,bmw,gas,sedan,rwd,front,67.9,53.7,ohc,209,182,16,22,41315 19 | 0,?,bmw,gas,sedan,rwd,front,70.9,56.3,ohc,209,182,15,20,36880 20 | 2,121,chevrolet,gas,hatchback,fwd,front,60.3,53.2,l,61,48,47,53,5151 21 | 1,98,chevrolet,gas,hatchback,fwd,front,63.6,52,ohc,90,70,38,43,6295 22 | 0,81,chevrolet,gas,sedan,fwd,front,63.6,52,ohc,90,70,38,43,6575 23 | 1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,37,41,5572 24 | 1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,31,38,6377 25 | 1,118,dodge,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7957 26 | 1,148,dodge,gas,hatchback,fwd,front,63.8,50.6,ohc,90,68,31,38,6229 27 | 1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,90,68,31,38,6692 28 | 1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,90,68,31,38,7609 29 | 1,148,dodge,gas,sedan,fwd,front,63.8,50.6,ohc,98,102,24,30,8558 30 | -1,110,dodge,gas,wagon,fwd,front,64.6,59.8,ohc,122,88,24,30,8921 31 | 3,145,dodge,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,12964 32 | 2,137,honda,gas,hatchback,fwd,front,63.9,50.8,ohc,92,58,49,54,6479 33 | 2,137,honda,gas,hatchback,fwd,front,63.9,50.8,ohc,92,76,31,38,6855 34 | 1,101,honda,gas,hatchback,fwd,front,64,52.6,ohc,79,60,38,42,5399 35 | 1,101,honda,gas,hatchback,fwd,front,64,52.6,ohc,92,76,30,34,6529 36 | 1,101,honda,gas,hatchback,fwd,front,64,52.6,ohc,92,76,30,34,7129 37 | 0,110,honda,gas,sedan,fwd,front,64,54.5,ohc,92,76,30,34,7295 38 | 0,78,honda,gas,wagon,fwd,front,63.9,58.3,ohc,92,76,30,34,7295 39 | 0,106,honda,gas,hatchback,fwd,front,65.2,53.3,ohc,110,86,27,33,7895 40 | 0,106,honda,gas,hatchback,fwd,front,65.2,53.3,ohc,110,86,27,33,9095 41 | 0,85,honda,gas,sedan,fwd,front,65.2,54.1,ohc,110,86,27,33,8845 42 | 0,85,honda,gas,sedan,fwd,front,62.5,54.1,ohc,110,86,27,33,10295 43 | 0,85,honda,gas,sedan,fwd,front,65.2,54.1,ohc,110,101,24,28,12945 44 | 1,107,honda,gas,sedan,fwd,front,66,51,ohc,110,100,25,31,10345 45 | 0,?,isuzu,gas,sedan,rwd,front,61.8,53.5,ohc,111,78,24,29,6785 46 | 1,?,isuzu,gas,sedan,fwd,front,63.6,52,ohc,90,70,38,43,10000 47 | 0,?,isuzu,gas,sedan,fwd,front,63.6,52,ohc,90,70,38,43,23000 48 | 2,?,isuzu,gas,hatchback,rwd,front,65.2,51.4,ohc,119,90,24,29,11048 49 | 0,145,jaguar,gas,sedan,rwd,front,69.6,52.8,dohc,258,176,15,19,32250 50 | 0,?,jaguar,gas,sedan,rwd,front,69.6,52.8,dohc,258,176,15,19,35550 51 | 0,?,jaguar,gas,sedan,rwd,front,70.6,47.8,ohcv,326,262,13,17,36000 52 | 1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,30,31,5195 53 | 1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,31,38,6095 54 | 1,104,mazda,gas,hatchback,fwd,front,64.2,54.1,ohc,91,68,31,38,6795 55 | 1,113,mazda,gas,sedan,fwd,front,64.2,54.1,ohc,91,68,31,38,6695 56 | 1,113,mazda,gas,sedan,fwd,front,64.2,54.1,ohc,91,68,31,38,7395 57 | 3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,10945 58 | 3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,11845 59 | 3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,70,101,17,23,13645 60 | 3,150,mazda,gas,hatchback,rwd,front,65.7,49.6,rotor,80,135,16,23,15645 61 | 1,129,mazda,gas,hatchback,fwd,front,66.5,53.7,ohc,122,84,26,32,8845 62 | 0,115,mazda,gas,sedan,fwd,front,66.5,55.5,ohc,122,84,26,32,8495 63 | 1,129,mazda,gas,hatchback,fwd,front,66.5,53.7,ohc,122,84,26,32,10595 64 | 0,115,mazda,gas,sedan,fwd,front,66.5,55.5,ohc,122,84,26,32,10245 65 | 0,?,mazda,diesel,sedan,fwd,front,66.5,55.5,ohc,122,64,36,42,10795 66 | 0,115,mazda,gas,hatchback,fwd,front,66.5,55.5,ohc,122,84,26,32,11245 67 | 0,118,mazda,gas,sedan,rwd,front,66.1,54.4,ohc,140,120,19,27,18280 68 | 0,?,mazda,diesel,sedan,rwd,front,66.1,54.4,ohc,134,72,31,39,18344 69 | -1,93,mercedes-benz,diesel,sedan,rwd,front,70.3,56.5,ohc,183,123,22,25,25552 70 | -1,93,mercedes-benz,diesel,wagon,rwd,front,70.3,58.7,ohc,183,123,22,25,28248 71 | 0,93,mercedes-benz,diesel,hardtop,rwd,front,70.3,54.9,ohc,183,123,22,25,28176 72 | -1,93,mercedes-benz,diesel,sedan,rwd,front,71.7,56.3,ohc,183,123,22,25,31600 73 | -1,?,mercedes-benz,gas,sedan,rwd,front,71.7,56.5,ohcv,234,155,16,18,34184 74 | 3,142,mercedes-benz,gas,convertible,rwd,front,70.5,50.8,ohcv,234,155,16,18,35056 75 | 0,?,mercedes-benz,gas,sedan,rwd,front,71.7,56.7,ohcv,308,184,14,16,40960 76 | 1,?,mercedes-benz,gas,hardtop,rwd,front,72,55.4,ohcv,304,184,14,16,45400 77 | 1,?,mercury,gas,hatchback,rwd,front,68,54.8,ohc,140,175,19,24,16503 78 | 2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,37,41,5389 79 | 2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,31,38,6189 80 | 2,161,mitsubishi,gas,hatchback,fwd,front,64.4,50.8,ohc,92,68,31,38,6669 81 | 1,161,mitsubishi,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7689 82 | 3,153,mitsubishi,gas,hatchback,fwd,front,65.4,49.4,ohc,110,116,23,30,9959 83 | 3,153,mitsubishi,gas,hatchback,fwd,front,65.4,49.4,ohc,122,88,25,32,8499 84 | 3,?,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,12629 85 | 3,?,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,14869 86 | 3,?,mitsubishi,gas,hatchback,fwd,front,66.3,50.2,ohc,156,145,19,24,14489 87 | 1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,122,88,25,32,6989 88 | 1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,122,88,25,32,8189 89 | 1,125,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,110,116,23,30,9279 90 | -1,137,mitsubishi,gas,sedan,fwd,front,65.4,51.6,ohc,110,116,23,30,9279 91 | 1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,5499 92 | 1,128,nissan,diesel,sedan,fwd,front,63.8,54.5,ohc,103,55,45,50,7099 93 | 1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,6649 94 | 1,122,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,6849 95 | 1,103,nissan,gas,wagon,fwd,front,63.8,53.5,ohc,97,69,31,37,7349 96 | 1,128,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,7299 97 | 1,128,nissan,gas,hatchback,fwd,front,63.8,53.3,ohc,97,69,31,37,7799 98 | 1,122,nissan,gas,sedan,fwd,front,63.8,54.5,ohc,97,69,31,37,7499 99 | 1,103,nissan,gas,wagon,fwd,front,63.8,53.5,ohc,97,69,31,37,7999 100 | 2,168,nissan,gas,hardtop,fwd,front,63.8,53.3,ohc,97,69,31,37,8249 101 | 0,106,nissan,gas,hatchback,fwd,front,65.2,54.7,ohc,120,97,27,34,8949 102 | 0,106,nissan,gas,sedan,fwd,front,65.2,54.7,ohc,120,97,27,34,9549 103 | 0,128,nissan,gas,sedan,fwd,front,66.5,55.1,ohcv,181,152,17,22,13499 104 | 0,108,nissan,gas,wagon,fwd,front,66.5,56.1,ohcv,181,152,17,22,14399 105 | 0,108,nissan,gas,sedan,fwd,front,66.5,55.1,ohcv,181,152,19,25,13499 106 | 3,194,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,160,19,25,17199 107 | 3,194,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,200,17,23,19699 108 | 1,231,nissan,gas,hatchback,rwd,front,67.9,49.7,ohcv,181,160,19,25,18399 109 | 0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,97,19,24,11900 110 | 0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,13200 111 | 0,?,peugot,gas,wagon,rwd,front,68.4,58.7,l,120,97,19,24,12440 112 | 0,?,peugot,diesel,wagon,rwd,front,68.4,58.7,l,152,95,25,25,13860 113 | 0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,95,19,24,15580 114 | 0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,16900 115 | 0,?,peugot,gas,wagon,rwd,front,68.4,56.7,l,120,95,19,24,16695 116 | 0,?,peugot,diesel,wagon,rwd,front,68.4,58.7,l,152,95,25,25,17075 117 | 0,161,peugot,gas,sedan,rwd,front,68.4,56.7,l,120,97,19,24,16630 118 | 0,161,peugot,diesel,sedan,rwd,front,68.4,56.7,l,152,95,28,33,17950 119 | 0,161,peugot,gas,sedan,rwd,front,68.3,56,l,134,142,18,24,18150 120 | 1,119,plymouth,gas,hatchback,fwd,front,63.8,50.8,ohc,90,68,37,41,5572 121 | 1,119,plymouth,gas,hatchback,fwd,front,63.8,50.8,ohc,98,102,24,30,7957 122 | 1,154,plymouth,gas,hatchback,fwd,front,63.8,50.6,ohc,90,68,31,38,6229 123 | 1,154,plymouth,gas,sedan,fwd,front,63.8,50.8,ohc,90,68,31,38,6692 124 | 1,154,plymouth,gas,sedan,fwd,front,63.8,50.8,ohc,98,68,31,38,7609 125 | -1,74,plymouth,gas,wagon,fwd,front,64.6,59.8,ohc,122,88,24,30,8921 126 | 3,?,plymouth,gas,hatchback,rwd,front,66.3,50.2,ohc,156,145,19,24,12764 127 | 3,186,porsche,gas,hatchback,rwd,front,68.3,50.2,ohc,151,143,19,27,22018 128 | 3,?,porsche,gas,hardtop,rwd,rear,65,51.6,ohcf,194,207,17,25,32528 129 | 3,?,porsche,gas,hardtop,rwd,rear,65,51.6,ohcf,194,207,17,25,34028 130 | 3,?,porsche,gas,convertible,rwd,rear,65,51.6,ohcf,194,207,17,25,37028 131 | 1,?,porsche,gas,hatchback,rwd,front,72.3,50.5,dohcv,203,288,17,28,12000 132 | 0,?,renault,gas,wagon,fwd,front,66.5,55.2,ohc,132,?,23,31,9295 133 | 2,?,renault,gas,hatchback,fwd,front,66.6,50.5,ohc,132,?,23,31,9895 134 | 3,150,saab,gas,hatchback,fwd,front,66.5,56.1,ohc,121,110,21,28,11850 135 | 2,104,saab,gas,sedan,fwd,front,66.5,56.1,ohc,121,110,21,28,12170 136 | 3,150,saab,gas,hatchback,fwd,front,66.5,56.1,ohc,121,110,21,28,15040 137 | 2,104,saab,gas,sedan,fwd,front,66.5,56.1,ohc,121,110,21,28,15510 138 | 3,150,saab,gas,hatchback,fwd,front,66.5,56.1,dohc,121,160,19,26,18150 139 | 2,104,saab,gas,sedan,fwd,front,66.5,56.1,dohc,121,160,19,26,18620 140 | 2,83,subaru,gas,hatchback,fwd,front,63.4,53.7,ohcf,97,69,31,36,5118 141 | 2,83,subaru,gas,hatchback,fwd,front,63.6,53.7,ohcf,108,73,26,31,7053 142 | 2,83,subaru,gas,hatchback,4wd,front,63.8,55.7,ohcf,108,73,26,31,7603 143 | 0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,82,32,37,7126 144 | 0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,82,28,33,7775 145 | 0,102,subaru,gas,sedan,fwd,front,65.4,52.5,ohcf,108,94,26,32,9960 146 | 0,102,subaru,gas,sedan,4wd,front,65.4,54.3,ohcf,108,82,24,25,9233 147 | 0,102,subaru,gas,sedan,4wd,front,65.4,54.3,ohcf,108,111,24,29,11259 148 | 0,89,subaru,gas,wagon,fwd,front,65.4,53,ohcf,108,82,28,32,7463 149 | 0,89,subaru,gas,wagon,fwd,front,65.4,53,ohcf,108,94,25,31,10198 150 | 0,85,subaru,gas,wagon,4wd,front,65.4,54.9,ohcf,108,82,23,29,8013 151 | 0,85,subaru,gas,wagon,4wd,front,65.4,54.9,ohcf,108,111,23,23,11694 152 | 1,87,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,35,39,5348 153 | 1,87,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,31,38,6338 154 | 1,74,toyota,gas,hatchback,fwd,front,63.6,54.5,ohc,92,62,31,38,6488 155 | 0,77,toyota,gas,wagon,fwd,front,63.6,59.1,ohc,92,62,31,37,6918 156 | 0,81,toyota,gas,wagon,4wd,front,63.6,59.1,ohc,92,62,27,32,7898 157 | 0,91,toyota,gas,wagon,4wd,front,63.6,59.1,ohc,92,62,27,32,8778 158 | 0,91,toyota,gas,sedan,fwd,front,64.4,53,ohc,98,70,30,37,6938 159 | 0,91,toyota,gas,hatchback,fwd,front,64.4,52.8,ohc,98,70,30,37,7198 160 | 0,91,toyota,diesel,sedan,fwd,front,64.4,53,ohc,110,56,34,36,7898 161 | 0,91,toyota,diesel,hatchback,fwd,front,64.4,52.8,ohc,110,56,38,47,7788 162 | 0,91,toyota,gas,sedan,fwd,front,64.4,53,ohc,98,70,38,47,7738 163 | 0,91,toyota,gas,hatchback,fwd,front,64.4,52.8,ohc,98,70,28,34,8358 164 | 0,91,toyota,gas,sedan,fwd,front,64.4,52.8,ohc,98,70,28,34,9258 165 | 1,168,toyota,gas,sedan,rwd,front,64,52.6,ohc,98,70,29,34,8058 166 | 1,168,toyota,gas,hatchback,rwd,front,64,52.6,ohc,98,70,29,34,8238 167 | 1,168,toyota,gas,sedan,rwd,front,64,52.6,dohc,98,112,26,29,9298 168 | 1,168,toyota,gas,hatchback,rwd,front,64,52.6,dohc,98,112,26,29,9538 169 | 2,134,toyota,gas,hardtop,rwd,front,65.6,52,ohc,146,116,24,30,8449 170 | 2,134,toyota,gas,hardtop,rwd,front,65.6,52,ohc,146,116,24,30,9639 171 | 2,134,toyota,gas,hatchback,rwd,front,65.6,52,ohc,146,116,24,30,9989 172 | 2,134,toyota,gas,hardtop,rwd,front,65.6,52,ohc,146,116,24,30,11199 173 | 2,134,toyota,gas,hatchback,rwd,front,65.6,52,ohc,146,116,24,30,11549 174 | 2,134,toyota,gas,convertible,rwd,front,65.6,53,ohc,146,116,24,30,17669 175 | -1,65,toyota,gas,sedan,fwd,front,66.5,54.9,ohc,122,92,29,34,8948 176 | -1,65,toyota,diesel,sedan,fwd,front,66.5,54.9,ohc,110,73,30,33,10698 177 | -1,65,toyota,gas,hatchback,fwd,front,66.5,53.9,ohc,122,92,27,32,9988 178 | -1,65,toyota,gas,sedan,fwd,front,66.5,54.9,ohc,122,92,27,32,10898 179 | -1,65,toyota,gas,hatchback,fwd,front,66.5,53.9,ohc,122,92,27,32,11248 180 | 3,197,toyota,gas,hatchback,rwd,front,67.7,52,dohc,171,161,20,24,16558 181 | 3,197,toyota,gas,hatchback,rwd,front,67.7,52,dohc,171,161,19,24,15998 182 | -1,90,toyota,gas,sedan,rwd,front,66.5,54.1,dohc,171,156,20,24,15690 183 | -1,?,toyota,gas,wagon,rwd,front,66.5,54.1,dohc,161,156,19,24,15750 184 | 2,122,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,52,37,46,7775 185 | 2,122,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,7975 186 | 2,94,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,52,37,46,7995 187 | 2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,8195 188 | 2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,85,27,34,8495 189 | 2,94,volkswagen,diesel,sedan,fwd,front,65.5,55.7,ohc,97,68,37,42,9495 190 | 2,94,volkswagen,gas,sedan,fwd,front,65.5,55.7,ohc,109,100,26,32,9995 191 | 3,?,volkswagen,gas,convertible,fwd,front,64.2,55.6,ohc,109,90,24,29,11595 192 | 3,256,volkswagen,gas,hatchback,fwd,front,64,51.4,ohc,109,90,24,29,9980 193 | 0,?,volkswagen,gas,sedan,fwd,front,66.9,55.1,ohc,136,110,19,24,13295 194 | 0,?,volkswagen,diesel,sedan,fwd,front,66.9,55.1,ohc,97,68,33,38,13845 195 | 0,?,volkswagen,gas,wagon,fwd,front,66.9,55.1,ohc,109,88,25,31,12290 196 | -2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,141,114,23,28,12940 197 | -1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,141,114,23,28,13415 198 | -2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,141,114,24,28,15985 199 | -1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,141,114,24,28,16515 200 | -2,103,volvo,gas,sedan,rwd,front,67.2,56.2,ohc,130,162,17,22,18420 201 | -1,74,volvo,gas,wagon,rwd,front,67.2,57.5,ohc,130,162,17,22,18950 202 | -1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohc,141,114,23,28,16845 203 | -1,95,volvo,gas,sedan,rwd,front,68.8,55.5,ohc,141,160,19,25,19045 204 | -1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohcv,173,134,18,23,21485 205 | -1,95,volvo,diesel,sedan,rwd,front,68.9,55.5,ohc,145,106,26,27,22470 206 | -1,95,volvo,gas,sedan,rwd,front,68.9,55.5,ohc,141,114,19,25,22625 207 | -------------------------------------------------------------------------------- /chi2.csv: -------------------------------------------------------------------------------- 1 | ,Athlete,Smoker 2 | 0,Y,yes 3 | 1,Y,yes 4 | 2,Y,no 5 | 3,Y,no 6 | 4,Y,yes 7 | 5,Y,no 8 | 6,Y,yes 9 | 7,Y,no 10 | 8,Y,no 11 | 9,Y,no 12 | 10,Y,no 13 | 11,Y,no 14 | 12,Y,no 15 | 13,Y,no 16 | 14,Y,no 17 | 15,Y,no 18 | 16,Y,no 19 | 17,Y,no 20 | 18,N,yes 21 | 19,N,yes 22 | 20,N,yes 23 | 21,N,yes 24 | 22,N,yes 25 | 23,N,yes 26 | 24,N,yes 27 | 25,N,yes 28 | 26,N,yes 29 | 27,N,yes 30 | -------------------------------------------------------------------------------- /clustering.csv: -------------------------------------------------------------------------------- 1 | Alcohol,Malic_Acid,Ash,Ash_Alcanity,Magnesium,Total_Phenols,Flavanoids,Nonflavanoid_Phenols,Proanthocyanins,Color_Intensity,Hue,OD280,Proline 2 | 14.23,1.71,2.43,15.6,127,2.8,3.06,0.28,2.29,5.64,1.04,3.92,1065 3 | 13.2,1.78,2.14,11.2,100,2.65,2.76,0.26,1.28,4.38,1.05,3.4,1050 4 | 13.16,2.36,2.67,18.6,101,2.8,3.24,0.3,2.81,5.68,1.03,3.17,1185 5 | 14.37,1.95,2.5,16.8,113,3.85,3.49,0.24,2.18,7.8,0.86,3.45,1480 6 | 13.24,2.59,2.87,21,118,2.8,2.69,0.39,1.82,4.32,1.04,2.93,735 7 | 14.2,1.76,2.45,15.2,112,3.27,3.39,0.34,1.97,6.75,1.05,2.85,1450 8 | 14.39,1.87,2.45,14.6,96,2.5,2.52,0.3,1.98,5.25,1.02,3.58,1290 9 | 14.06,2.15,2.61,17.6,121,2.6,2.51,0.31,1.25,5.05,1.06,3.58,1295 10 | 14.83,1.64,2.17,14,97,2.8,2.98,0.29,1.98,5.2,1.08,2.85,1045 11 | 13.86,1.35,2.27,16,98,2.98,3.15,0.22,1.85,7.22,1.01,3.55,1045 12 | 14.1,2.16,2.3,18,105,2.95,3.32,0.22,2.38,5.75,1.25,3.17,1510 13 | 14.12,1.48,2.32,16.8,95,2.2,2.43,0.26,1.57,5,1.17,2.82,1280 14 | 13.75,1.73,2.41,16,89,2.6,2.76,0.29,1.81,5.6,1.15,2.9,1320 15 | 14.75,1.73,2.39,11.4,91,3.1,3.69,0.43,2.81,5.4,1.25,2.73,1150 16 | 14.38,1.87,2.38,12,102,3.3,3.64,0.29,2.96,7.5,1.2,3,1547 17 | 13.63,1.81,2.7,17.2,112,2.85,2.91,0.3,1.46,7.3,1.28,2.88,1310 18 | 14.3,1.92,2.72,20,120,2.8,3.14,0.33,1.97,6.2,1.07,2.65,1280 19 | 13.83,1.57,2.62,20,115,2.95,3.4,0.4,1.72,6.6,1.13,2.57,1130 20 | 14.19,1.59,2.48,16.5,108,3.3,3.93,0.32,1.86,8.7,1.23,2.82,1680 21 | 13.64,3.1,2.56,15.2,116,2.7,3.03,0.17,1.66,5.1,0.96,3.36,845 22 | 14.06,1.63,2.28,16,126,3,3.17,0.24,2.1,5.65,1.09,3.71,780 23 | 12.93,3.8,2.65,18.6,102,2.41,2.41,0.25,1.98,4.5,1.03,3.52,770 24 | 13.71,1.86,2.36,16.6,101,2.61,2.88,0.27,1.69,3.8,1.11,4,1035 25 | 12.85,1.6,2.52,17.8,95,2.48,2.37,0.26,1.46,3.93,1.09,3.63,1015 26 | 13.5,1.81,2.61,20,96,2.53,2.61,0.28,1.66,3.52,1.12,3.82,845 27 | 13.05,2.05,3.22,25,124,2.63,2.68,0.47,1.92,3.58,1.13,3.2,830 28 | 13.39,1.77,2.62,16.1,93,2.85,2.94,0.34,1.45,4.8,0.92,3.22,1195 29 | 13.3,1.72,2.14,17,94,2.4,2.19,0.27,1.35,3.95,1.02,2.77,1285 30 | 13.87,1.9,2.8,19.4,107,2.95,2.97,0.37,1.76,4.5,1.25,3.4,915 31 | 14.02,1.68,2.21,16,96,2.65,2.33,0.26,1.98,4.7,1.04,3.59,1035 32 | 13.73,1.5,2.7,22.5,101,3,3.25,0.29,2.38,5.7,1.19,2.71,1285 33 | 13.58,1.66,2.36,19.1,106,2.86,3.19,0.22,1.95,6.9,1.09,2.88,1515 34 | 13.68,1.83,2.36,17.2,104,2.42,2.69,0.42,1.97,3.84,1.23,2.87,990 35 | 13.76,1.53,2.7,19.5,132,2.95,2.74,0.5,1.35,5.4,1.25,3,1235 36 | 13.51,1.8,2.65,19,110,2.35,2.53,0.29,1.54,4.2,1.1,2.87,1095 37 | 13.48,1.81,2.41,20.5,100,2.7,2.98,0.26,1.86,5.1,1.04,3.47,920 38 | 13.28,1.64,2.84,15.5,110,2.6,2.68,0.34,1.36,4.6,1.09,2.78,880 39 | 13.05,1.65,2.55,18,98,2.45,2.43,0.29,1.44,4.25,1.12,2.51,1105 40 | 13.07,1.5,2.1,15.5,98,2.4,2.64,0.28,1.37,3.7,1.18,2.69,1020 41 | 14.22,3.99,2.51,13.2,128,3,3.04,0.2,2.08,5.1,0.89,3.53,760 42 | 13.56,1.71,2.31,16.2,117,3.15,3.29,0.34,2.34,6.13,0.95,3.38,795 43 | 13.41,3.84,2.12,18.8,90,2.45,2.68,0.27,1.48,4.28,0.91,3,1035 44 | 13.88,1.89,2.59,15,101,3.25,3.56,0.17,1.7,5.43,0.88,3.56,1095 45 | 13.24,3.98,2.29,17.5,103,2.64,2.63,0.32,1.66,4.36,0.82,3,680 46 | 13.05,1.77,2.1,17,107,3,3,0.28,2.03,5.04,0.88,3.35,885 47 | 14.21,4.04,2.44,18.9,111,2.85,2.65,0.3,1.25,5.24,0.87,3.33,1080 48 | 14.38,3.59,2.28,16,102,3.25,3.17,0.27,2.19,4.9,1.04,3.44,1065 49 | 13.9,1.68,2.12,16,101,3.1,3.39,0.21,2.14,6.1,0.91,3.33,985 50 | 14.1,2.02,2.4,18.8,103,2.75,2.92,0.32,2.38,6.2,1.07,2.75,1060 51 | 13.94,1.73,2.27,17.4,108,2.88,3.54,0.32,2.08,8.9,1.12,3.1,1260 52 | 13.05,1.73,2.04,12.4,92,2.72,3.27,0.17,2.91,7.2,1.12,2.91,1150 53 | 13.83,1.65,2.6,17.2,94,2.45,2.99,0.22,2.29,5.6,1.24,3.37,1265 54 | 13.82,1.75,2.42,14,111,3.88,3.74,0.32,1.87,7.05,1.01,3.26,1190 55 | 13.77,1.9,2.68,17.1,115,3,2.79,0.39,1.68,6.3,1.13,2.93,1375 56 | 13.74,1.67,2.25,16.4,118,2.6,2.9,0.21,1.62,5.85,0.92,3.2,1060 57 | 13.56,1.73,2.46,20.5,116,2.96,2.78,0.2,2.45,6.25,0.98,3.03,1120 58 | 14.22,1.7,2.3,16.3,118,3.2,3,0.26,2.03,6.38,0.94,3.31,970 59 | 13.29,1.97,2.68,16.8,102,3,3.23,0.31,1.66,6,1.07,2.84,1270 60 | 13.72,1.43,2.5,16.7,108,3.4,3.67,0.19,2.04,6.8,0.89,2.87,1285 61 | 12.37,0.94,1.36,10.6,88,1.98,0.57,0.28,0.42,1.95,1.05,1.82,520 62 | 12.33,1.1,2.28,16,101,2.05,1.09,0.63,0.41,3.27,1.25,1.67,680 63 | 12.64,1.36,2.02,16.8,100,2.02,1.41,0.53,0.62,5.75,0.98,1.59,450 64 | 13.67,1.25,1.92,18,94,2.1,1.79,0.32,0.73,3.8,1.23,2.46,630 65 | 12.37,1.13,2.16,19,87,3.5,3.1,0.19,1.87,4.45,1.22,2.87,420 66 | 12.17,1.45,2.53,19,104,1.89,1.75,0.45,1.03,2.95,1.45,2.23,355 67 | 12.37,1.21,2.56,18.1,98,2.42,2.65,0.37,2.08,4.6,1.19,2.3,678 68 | 13.11,1.01,1.7,15,78,2.98,3.18,0.26,2.28,5.3,1.12,3.18,502 69 | 12.37,1.17,1.92,19.6,78,2.11,2,0.27,1.04,4.68,1.12,3.48,510 70 | 13.34,0.94,2.36,17,110,2.53,1.3,0.55,0.42,3.17,1.02,1.93,750 71 | 12.21,1.19,1.75,16.8,151,1.85,1.28,0.14,2.5,2.85,1.28,3.07,718 72 | 12.29,1.61,2.21,20.4,103,1.1,1.02,0.37,1.46,3.05,0.906,1.82,870 73 | 13.86,1.51,2.67,25,86,2.95,2.86,0.21,1.87,3.38,1.36,3.16,410 74 | 13.49,1.66,2.24,24,87,1.88,1.84,0.27,1.03,3.74,0.98,2.78,472 75 | 12.99,1.67,2.6,30,139,3.3,2.89,0.21,1.96,3.35,1.31,3.5,985 76 | 11.96,1.09,2.3,21,101,3.38,2.14,0.13,1.65,3.21,0.99,3.13,886 77 | 11.66,1.88,1.92,16,97,1.61,1.57,0.34,1.15,3.8,1.23,2.14,428 78 | 13.03,0.9,1.71,16,86,1.95,2.03,0.24,1.46,4.6,1.19,2.48,392 79 | 11.84,2.89,2.23,18,112,1.72,1.32,0.43,0.95,2.65,0.96,2.52,500 80 | 12.33,0.99,1.95,14.8,136,1.9,1.85,0.35,2.76,3.4,1.06,2.31,750 81 | 12.7,3.87,2.4,23,101,2.83,2.55,0.43,1.95,2.57,1.19,3.13,463 82 | 12,0.92,2,19,86,2.42,2.26,0.3,1.43,2.5,1.38,3.12,278 83 | 12.72,1.81,2.2,18.8,86,2.2,2.53,0.26,1.77,3.9,1.16,3.14,714 84 | 12.08,1.13,2.51,24,78,2,1.58,0.4,1.4,2.2,1.31,2.72,630 85 | 13.05,3.86,2.32,22.5,85,1.65,1.59,0.61,1.62,4.8,0.84,2.01,515 86 | 11.84,0.89,2.58,18,94,2.2,2.21,0.22,2.35,3.05,0.79,3.08,520 87 | 12.67,0.98,2.24,18,99,2.2,1.94,0.3,1.46,2.62,1.23,3.16,450 88 | 12.16,1.61,2.31,22.8,90,1.78,1.69,0.43,1.56,2.45,1.33,2.26,495 89 | 11.65,1.67,2.62,26,88,1.92,1.61,0.4,1.34,2.6,1.36,3.21,562 90 | 11.64,2.06,2.46,21.6,84,1.95,1.69,0.48,1.35,2.8,1,2.75,680 91 | 12.08,1.33,2.3,23.6,70,2.2,1.59,0.42,1.38,1.74,1.07,3.21,625 92 | 12.08,1.83,2.32,18.5,81,1.6,1.5,0.52,1.64,2.4,1.08,2.27,480 93 | 12,1.51,2.42,22,86,1.45,1.25,0.5,1.63,3.6,1.05,2.65,450 94 | 12.69,1.53,2.26,20.7,80,1.38,1.46,0.58,1.62,3.05,0.96,2.06,495 95 | 12.29,2.83,2.22,18,88,2.45,2.25,0.25,1.99,2.15,1.15,3.3,290 96 | 11.62,1.99,2.28,18,98,3.02,2.26,0.17,1.35,3.25,1.16,2.96,345 97 | 12.47,1.52,2.2,19,162,2.5,2.27,0.32,3.28,2.6,1.16,2.63,937 98 | 11.81,2.12,2.74,21.5,134,1.6,0.99,0.14,1.56,2.5,0.95,2.26,625 99 | 12.29,1.41,1.98,16,85,2.55,2.5,0.29,1.77,2.9,1.23,2.74,428 100 | 12.37,1.07,2.1,18.5,88,3.52,3.75,0.24,1.95,4.5,1.04,2.77,660 101 | 12.29,3.17,2.21,18,88,2.85,2.99,0.45,2.81,2.3,1.42,2.83,406 102 | 12.08,2.08,1.7,17.5,97,2.23,2.17,0.26,1.4,3.3,1.27,2.96,710 103 | 12.6,1.34,1.9,18.5,88,1.45,1.36,0.29,1.35,2.45,1.04,2.77,562 104 | 12.34,2.45,2.46,21,98,2.56,2.11,0.34,1.31,2.8,0.8,3.38,438 105 | 11.82,1.72,1.88,19.5,86,2.5,1.64,0.37,1.42,2.06,0.94,2.44,415 106 | 12.51,1.73,1.98,20.5,85,2.2,1.92,0.32,1.48,2.94,1.04,3.57,672 107 | 12.42,2.55,2.27,22,90,1.68,1.84,0.66,1.42,2.7,0.86,3.3,315 108 | 12.25,1.73,2.12,19,80,1.65,2.03,0.37,1.63,3.4,1,3.17,510 109 | 12.72,1.75,2.28,22.5,84,1.38,1.76,0.48,1.63,3.3,0.88,2.42,488 110 | 12.22,1.29,1.94,19,92,2.36,2.04,0.39,2.08,2.7,0.86,3.02,312 111 | 11.61,1.35,2.7,20,94,2.74,2.92,0.29,2.49,2.65,0.96,3.26,680 112 | 11.46,3.74,1.82,19.5,107,3.18,2.58,0.24,3.58,2.9,0.75,2.81,562 113 | 12.52,2.43,2.17,21,88,2.55,2.27,0.26,1.22,2,0.9,2.78,325 114 | 11.76,2.68,2.92,20,103,1.75,2.03,0.6,1.05,3.8,1.23,2.5,607 115 | 11.41,0.74,2.5,21,88,2.48,2.01,0.42,1.44,3.08,1.1,2.31,434 116 | 12.08,1.39,2.5,22.5,84,2.56,2.29,0.43,1.04,2.9,0.93,3.19,385 117 | 11.03,1.51,2.2,21.5,85,2.46,2.17,0.52,2.01,1.9,1.71,2.87,407 118 | 11.82,1.47,1.99,20.8,86,1.98,1.6,0.3,1.53,1.95,0.95,3.33,495 119 | 12.42,1.61,2.19,22.5,108,2,2.09,0.34,1.61,2.06,1.06,2.96,345 120 | 12.77,3.43,1.98,16,80,1.63,1.25,0.43,0.83,3.4,0.7,2.12,372 121 | 12,3.43,2,19,87,2,1.64,0.37,1.87,1.28,0.93,3.05,564 122 | 11.45,2.4,2.42,20,96,2.9,2.79,0.32,1.83,3.25,0.8,3.39,625 123 | 11.56,2.05,3.23,28.5,119,3.18,5.08,0.47,1.87,6,0.93,3.69,465 124 | 12.42,4.43,2.73,26.5,102,2.2,2.13,0.43,1.71,2.08,0.92,3.12,365 125 | 13.05,5.8,2.13,21.5,86,2.62,2.65,0.3,2.01,2.6,0.73,3.1,380 126 | 11.87,4.31,2.39,21,82,2.86,3.03,0.21,2.91,2.8,0.75,3.64,380 127 | 12.07,2.16,2.17,21,85,2.6,2.65,0.37,1.35,2.76,0.86,3.28,378 128 | 12.43,1.53,2.29,21.5,86,2.74,3.15,0.39,1.77,3.94,0.69,2.84,352 129 | 11.79,2.13,2.78,28.5,92,2.13,2.24,0.58,1.76,3,0.97,2.44,466 130 | 12.37,1.63,2.3,24.5,88,2.22,2.45,0.4,1.9,2.12,0.89,2.78,342 131 | 12.04,4.3,2.38,22,80,2.1,1.75,0.42,1.35,2.6,0.79,2.57,580 132 | 12.86,1.35,2.32,18,122,1.51,1.25,0.21,0.94,4.1,0.76,1.29,630 133 | 12.88,2.99,2.4,20,104,1.3,1.22,0.24,0.83,5.4,0.74,1.42,530 134 | 12.81,2.31,2.4,24,98,1.15,1.09,0.27,0.83,5.7,0.66,1.36,560 135 | 12.7,3.55,2.36,21.5,106,1.7,1.2,0.17,0.84,5,0.78,1.29,600 136 | 12.51,1.24,2.25,17.5,85,2,0.58,0.6,1.25,5.45,0.75,1.51,650 137 | 12.6,2.46,2.2,18.5,94,1.62,0.66,0.63,0.94,7.1,0.73,1.58,695 138 | 12.25,4.72,2.54,21,89,1.38,0.47,0.53,0.8,3.85,0.75,1.27,720 139 | 12.53,5.51,2.64,25,96,1.79,0.6,0.63,1.1,5,0.82,1.69,515 140 | 13.49,3.59,2.19,19.5,88,1.62,0.48,0.58,0.88,5.7,0.81,1.82,580 141 | 12.84,2.96,2.61,24,101,2.32,0.6,0.53,0.81,4.92,0.89,2.15,590 142 | 12.93,2.81,2.7,21,96,1.54,0.5,0.53,0.75,4.6,0.77,2.31,600 143 | 13.36,2.56,2.35,20,89,1.4,0.5,0.37,0.64,5.6,0.7,2.47,780 144 | 13.52,3.17,2.72,23.5,97,1.55,0.52,0.5,0.55,4.35,0.89,2.06,520 145 | 13.62,4.95,2.35,20,92,2,0.8,0.47,1.02,4.4,0.91,2.05,550 146 | 12.25,3.88,2.2,18.5,112,1.38,0.78,0.29,1.14,8.21,0.65,2,855 147 | 13.16,3.57,2.15,21,102,1.5,0.55,0.43,1.3,4,0.6,1.68,830 148 | 13.88,5.04,2.23,20,80,0.98,0.34,0.4,0.68,4.9,0.58,1.33,415 149 | 12.87,4.61,2.48,21.5,86,1.7,0.65,0.47,0.86,7.65,0.54,1.86,625 150 | 13.32,3.24,2.38,21.5,92,1.93,0.76,0.45,1.25,8.42,0.55,1.62,650 151 | 13.08,3.9,2.36,21.5,113,1.41,1.39,0.34,1.14,9.4,0.57,1.33,550 152 | 13.5,3.12,2.62,24,123,1.4,1.57,0.22,1.25,8.6,0.59,1.3,500 153 | 12.79,2.67,2.48,22,112,1.48,1.36,0.24,1.26,10.8,0.48,1.47,480 154 | 13.11,1.9,2.75,25.5,116,2.2,1.28,0.26,1.56,7.1,0.61,1.33,425 155 | 13.23,3.3,2.28,18.5,98,1.8,0.83,0.61,1.87,10.52,0.56,1.51,675 156 | 12.58,1.29,2.1,20,103,1.48,0.58,0.53,1.4,7.6,0.58,1.55,640 157 | 13.17,5.19,2.32,22,93,1.74,0.63,0.61,1.55,7.9,0.6,1.48,725 158 | 13.84,4.12,2.38,19.5,89,1.8,0.83,0.48,1.56,9.01,0.57,1.64,480 159 | 12.45,3.03,2.64,27,97,1.9,0.58,0.63,1.14,7.5,0.67,1.73,880 160 | 14.34,1.68,2.7,25,98,2.8,1.31,0.53,2.7,13,0.57,1.96,660 161 | 13.48,1.67,2.64,22.5,89,2.6,1.1,0.52,2.29,11.75,0.57,1.78,620 162 | 12.36,3.83,2.38,21,88,2.3,0.92,0.5,1.04,7.65,0.56,1.58,520 163 | 13.69,3.26,2.54,20,107,1.83,0.56,0.5,0.8,5.88,0.96,1.82,680 164 | 12.85,3.27,2.58,22,106,1.65,0.6,0.6,0.96,5.58,0.87,2.11,570 165 | 12.96,3.45,2.35,18.5,106,1.39,0.7,0.4,0.94,5.28,0.68,1.75,675 166 | 13.78,2.76,2.3,22,90,1.35,0.68,0.41,1.03,9.58,0.7,1.68,615 167 | 13.73,4.36,2.26,22.5,88,1.28,0.47,0.52,1.15,6.62,0.78,1.75,520 168 | 13.45,3.7,2.6,23,111,1.7,0.92,0.43,1.46,10.68,0.85,1.56,695 169 | 12.82,3.37,2.3,19.5,88,1.48,0.66,0.4,0.97,10.26,0.72,1.75,685 170 | 13.58,2.58,2.69,24.5,105,1.55,0.84,0.39,1.54,8.66,0.74,1.8,750 171 | 13.4,4.6,2.86,25,112,1.98,0.96,0.27,1.11,8.5,0.67,1.92,630 172 | 12.2,3.03,2.32,19,96,1.25,0.49,0.4,0.73,5.5,0.66,1.83,510 173 | 12.77,2.39,2.28,19.5,86,1.39,0.51,0.48,0.64,9.899999,0.57,1.63,470 174 | 14.16,2.51,2.48,20,91,1.68,0.7,0.44,1.24,9.7,0.62,1.71,660 175 | 13.71,5.65,2.45,20.5,95,1.68,0.61,0.52,1.06,7.7,0.64,1.74,740 176 | 13.4,3.91,2.48,23,102,1.8,0.75,0.43,1.41,7.3,0.7,1.56,750 177 | 13.27,4.28,2.26,20,120,1.59,0.69,0.43,1.35,10.2,0.59,1.56,835 178 | 13.17,2.59,2.37,20,120,1.65,0.68,0.53,1.46,9.3,0.6,1.62,840 179 | 14.13,4.1,2.74,24.5,96,2.05,0.76,0.56,1.35,9.2,0.61,1.6,560 -------------------------------------------------------------------------------- /data_clean.csv: -------------------------------------------------------------------------------- 1 | ,Ozone,Solar.R,Wind,Month,Day,Year,Temp,Weather 2 | 1,41,190,7.4,5,1,2010,67,S 3 | 2,36,118,8,5,2,2010,72,C 4 | 3,12,149,12.6,5,3,2010,74,PS 5 | 4,18,313,11.5,5,4,2010,62,S 6 | 5,NA,NA,14.3,5,5,2010,56,S 7 | 6,28,NA,14.9,5,6,2010,66,C 8 | 7,23,299,8.6,5,7,2010,65,PS 9 | 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37,NA,264,14.3,6,6,2010,79,C 39 | 38,29,127,9.7,6,7,2010,82,PS 40 | 39,NA,273,6.9,6,8,2010,87,S 41 | 40,71,291,13.8,6,9,2010,90,S 42 | 41,39,323,11.5,6,10,2010,87,S 43 | 42,NA,259,10.9,6,11,2010,93,C 44 | 43,NA,250,9.2,6,12,2010,92,PS 45 | 44,23,148,8,6,13,2010,82,S 46 | 45,NA,332,13.8,6,14,2010,80,S 47 | 46,NA,322,11.5,6,15,2010,79,C 48 | 47,21,191,14.9,6,16,2010,77,PS 49 | 48,37,284,20.7,6,17,2010,72,C 50 | 49,20,37,9.2,6,18,2010,65,PS 51 | 50,12,120,11.5,6,19,2010,73,S 52 | 51,13,137,10.3,6,20,2010,76,S 53 | 52,NA,150,6.3,6,21,2010,77,S 54 | 53,NA,59,1.7,6,22,2010,76,C 55 | 54,NA,91,4.6,6,23,2010,76,PS 56 | 55,NA,250,6.3,6,24,2010,76,S 57 | 56,NA,135,8,6,25,2010,75,C 58 | 57,NA,127,8,6,26,2010,78,PS 59 | 58,NA,47,10.3,6,27,2010,73,C 60 | 59,NA,98,11.5,6,28,2010,80,PS 61 | 60,NA,31,14.9,6,29,2010,77,S 62 | 61,NA,138,8,6,30,2010,83,S 63 | 62,135,269,4.1,7,1,2010,84,S 64 | 63,49,248,9.2,7,2,2010,85,C 65 | 64,32,236,9.2,7,3,2010,81,PS 66 | 65,NA,101,10.9,7,4,2010,84,S 67 | 66,64,175,4.6,7,5,2010,83,S 68 | 67,40,314,10.9,7,6,2010,83,C 69 | 68,77,276,5.1,7,7,2010,88,C 70 | 69,97,267,6.3,7,8,2010,92,PS 71 | 70,97,272,5.7,7,9,2010,92,C 72 | 71,85,175,7.4,7,10,2010,89,PS 73 | 72,NA,139,8.6,7,11,2010,82,S 74 | 73,10,264,14.3,7,12,2010,73,S 75 | 74,27,175,14.9,7,13,2010,81,S 76 | 75,NA,291,14.9,7,14,2010,91,C 77 | 76,7,48,14.3,7,15,2010,80,PS 78 | 77,48,260,6.9,7,16,2010,81,S 79 | 78,35,274,10.3,7,17,2010,82,S 80 | 79,61,285,6.3,7,18,2010,84,C 81 | 80,79,187,5.1,7,19,2010,87,PS 82 | 81,63,220,11.5,7,20,2010,85,C 83 | 82,16,7,6.9,7,21,2010,74,S 84 | 83,NA,258,9.7,7,22,2010,81,S 85 | 84,NA,295,11.5,7,23,2010,82,C 86 | 85,80,294,8.6,7,24,2010,86,PS 87 | 86,108,223,8,7,25,2010,85,PS 88 | 87,20,81,8.6,7,26,2010,82,C 89 | 88,52,82,12,7,27,2010,86, 90 | 89,82,213,7.4,7,28,2010,88,S 91 | 90,50,275,7.4,7,29,2010,86,C 92 | 91,64,253,7.4,7,30,2010,83,PS 93 | 92,59,254,9.2,7,31,2010,81,C 94 | 93,39,83,6.9,8,1,2010,81,PS 95 | 94,9,24,13.8,8,2,2010,81, 96 | 95,16,77,7.4,8,3,2010,82,PS 97 | 96,78,NA,6.9,8,4,2010,86, 98 | 97,35,NA,7.4,8,5,2010,85,S 99 | 98,66,NA,4.6,8,6,2010,87,C 100 | 99,122,255,4,8,7,2010,89,C 101 | 100,89,229,10.3,8,8,2010,90,PS 102 | 101,110,207,8,8,9,2010,90,C 103 | 102,NA,222,8.6,8,10,2010,92,PS 104 | 103,NA,137,11.5,8,11,2010,86,S 105 | 104,44,192,11.5,8,12,2010,86,S 106 | 105,28,273,11.5,8,13,2010,82,S 107 | 106,65,157,9.7,8,14,2010,80,C 108 | 107,NA,64,11.5,8,15,2010,79,C 109 | 108,22,71,10.3,8,16,2010,77,C 110 | 109,59,51,6.3,8,17,2010,79,PS 111 | 110,23,115,7.4,8,18,2010,76,C 112 | 111,31,244,10.9,8,19,2010,78,PS 113 | 112,44,190,10.3,8,20,2010,78,S 114 | 113,21,259,15.5,8,21,2010,77,S 115 | 114,9,36,14.3,8,22,2010,72,C 116 | 115,NA,255,12.6,8,23,2010,75,PS 117 | 116,45,212,9.7,8,24,2010,79,C 118 | 117,168,238,3.4,8,25,2010,81,PS 119 | 118,73,215,8,8,26,2010,86,S 120 | 119,NA,153,5.7,8,27,2010,88,S 121 | 120,76,203,9.7,8,28,2010,97,S 122 | 121,118,225,2.3,8,29,2010,94,S 123 | 122,84,237,6.3,8,30,2010,96,S 124 | 123,85,188,6.3,8,31,2010,94,C 125 | 124,96,167,6.9,9,1,2010,91,C 126 | 125,78,197,5.1,9,2,2010,92,PS 127 | 126,73,183,2.8,9,3,2010,93,C 128 | 127,91,189,4.6,9,4,2010,93,PS 129 | 128,47,95,7.4,9,5,2010,87,S 130 | 129,32,92,15.5,9,6,2010,84,S 131 | 130,20,252,10.9,9,7,2010,80,S 132 | 131,23,220,10.3,9,8,2010,78,C 133 | 132,21,230,10.9,9,9,2010,75,PS 134 | 133,24,259,9.7,9,10,2010,73,C 135 | 134,44,236,14.9,9,11,2010,81,PS 136 | 135,21,259,15.5,9,12,2010,76,S 137 | 136,28,238,6.3,9,13,2010,77,S 138 | 137,9,24,10.9,9,14,2010,71,PS 139 | 138,13,112,11.5,9,15,2010,71,PS 140 | 139,46,237,6.9,9,16,2010,78,S 141 | 140,18,224,13.8,9,17,2010,67,PS 142 | 141,13,27,10.3,9,18,2010,76,S 143 | 142,24,238,10.3,9,19,2010,68,C 144 | 143,16,201,8,9,20,2010,82,PS 145 | 144,13,238,12.6,9,21,2010,64,PS 146 | 145,23,14,9.2,9,22,2010,71,S 147 | 146,36,139,10.3,9,23,2010,81,S 148 | 147,7,49,10.3,9,24,2010,69,C 149 | 148,14,20,16.6,9,25,2010,63,PS 150 | 149,30,193,6.9,9,26,2010,70,C 151 | 150,NA,145,13.2,9,27,2010,77,PS 152 | 151,14,191,14.3,9,28,2010,75,S 153 | 152,18,131,8,9,29,2010,76,PS 154 | 153,20,223,11.5,9,30,2010,68,S 155 | 154,41,190,7.4,5,1,2010,67,C 156 | 155,30,193,6.9,9,26,2010,70,PS 157 | 156,NA,145,13.2,9,27,2010,77,S 158 | 157,14,191,14.3,9,28,2010,75,S 159 | 158,18,131,8,9,29,2010,76,C 160 | -------------------------------------------------------------------------------- /footfalls.csv: -------------------------------------------------------------------------------- 1 | Month,Footfalls,t,log_footfalls,t_square,Jan,Feb,Mar,Apr,May,Jun,Jul,Aug,Sep,Oct,Nov,Dec 2 | Jan-91,1709,1,7.443663683,1,1,0,0,0,0,0,0,0,0,0,0,0 3 | Feb-91,1621,2,7.390798522,4,0,1,0,0,0,0,0,0,0,0,0,0 4 | Mar-91,1973,3,7.587310506,9,0,0,1,0,0,0,0,0,0,0,0,0 5 | Apr-91,1812,4,7.502186487,16,0,0,0,1,0,0,0,0,0,0,0,0 6 | May-91,1975,5,7.588323677,25,0,0,0,0,1,0,0,0,0,0,0,0 7 | Jun-91,1862,6,7.529406458,36,0,0,0,0,0,1,0,0,0,0,0,0 8 | Jul-91,1940,7,7.570443252,49,0,0,0,0,0,0,1,0,0,0,0,0 9 | Aug-91,2013,8,7.607381426,64,0,0,0,0,0,0,0,1,0,0,0,0 10 | Sep-91,1596,9,7.375255778,81,0,0,0,0,0,0,0,0,1,0,0,0 11 | Oct-91,1725,10,7.452982329,100,0,0,0,0,0,0,0,0,0,1,0,0 12 | Nov-91,1676,11,7.424165281,121,0,0,0,0,0,0,0,0,0,0,1,0 13 | Dec-91,1814,12,7.503289631,144,0,0,0,0,0,0,0,0,0,0,0,1 14 | Jan-92,1615,13,7.387090236,169,1,0,0,0,0,0,0,0,0,0,0,0 15 | Feb-92,1557,14,7.350516172,196,0,1,0,0,0,0,0,0,0,0,0,0 16 | Mar-92,1891,15,7.544861069,225,0,0,1,0,0,0,0,0,0,0,0,0 17 | Apr-92,1956,16,7.578656851,256,0,0,0,1,0,0,0,0,0,0,0,0 18 | May-92,1885,17,7.5416831,289,0,0,0,0,1,0,0,0,0,0,0,0 19 | Jun-92,1623,18,7.392031568,324,0,0,0,0,0,1,0,0,0,0,0,0 20 | Jul-92,1903,19,7.551186867,361,0,0,0,0,0,0,1,0,0,0,0,0 21 | Aug-92,1997,20,7.599401333,400,0,0,0,0,0,0,0,1,0,0,0,0 22 | Sep-92,1704,21,7.440733707,441,0,0,0,0,0,0,0,0,1,0,0,0 23 | Oct-92,1810,22,7.501082124,484,0,0,0,0,0,0,0,0,0,1,0,0 24 | Nov-92,1862,23,7.529406458,529,0,0,0,0,0,0,0,0,0,0,1,0 25 | Dec-92,1875,24,7.536363938,576,0,0,0,0,0,0,0,0,0,0,0,1 26 | Jan-93,1705,25,7.44132039,625,1,0,0,0,0,0,0,0,0,0,0,0 27 | Feb-93,1619,26,7.389563954,676,0,1,0,0,0,0,0,0,0,0,0,0 28 | Mar-93,1837,27,7.515889085,729,0,0,1,0,0,0,0,0,0,0,0,0 29 | Apr-93,1957,28,7.579167967,784,0,0,0,1,0,0,0,0,0,0,0,0 30 | May-93,1917,29,7.558516743,841,0,0,0,0,1,0,0,0,0,0,0,0 31 | Jun-93,1882,30,7.54009032,900,0,0,0,0,0,1,0,0,0,0,0,0 32 | Jul-93,1933,31,7.566828479,961,0,0,0,0,0,0,1,0,0,0,0,0 33 | Aug-93,1996,32,7.598900457,1024,0,0,0,0,0,0,0,1,0,0,0,0 34 | Sep-93,1673,33,7.422373701,1089,0,0,0,0,0,0,0,0,1,0,0,0 35 | Oct-93,1753,34,7.469083885,1156,0,0,0,0,0,0,0,0,0,1,0,0 36 | Nov-93,1720,35,7.45007957,1225,0,0,0,0,0,0,0,0,0,0,1,0 37 | Dec-93,1734,36,7.458186157,1296,0,0,0,0,0,0,0,0,0,0,0,1 38 | Jan-94,1563,37,7.35436233,1369,1,0,0,0,0,0,0,0,0,0,0,0 39 | Feb-94,1574,38,7.361375429,1444,0,1,0,0,0,0,0,0,0,0,0,0 40 | Mar-94,1903,39,7.551186867,1521,0,0,1,0,0,0,0,0,0,0,0,0 41 | Apr-94,1834,40,7.514254653,1600,0,0,0,1,0,0,0,0,0,0,0,0 42 | May-94,1831,41,7.512617545,1681,0,0,0,0,1,0,0,0,0,0,0,0 43 | Jun-94,1776,42,7.482118924,1764,0,0,0,0,0,1,0,0,0,0,0,0 44 | Jul-94,1868,43,7.532623619,1849,0,0,0,0,0,0,1,0,0,0,0,0 45 | Aug-94,1907,44,7.553286606,1936,0,0,0,0,0,0,0,1,0,0,0,0 46 | Sep-94,1686,45,7.430114139,2025,0,0,0,0,0,0,0,0,1,0,0,0 47 | Oct-94,1779,46,7.483806688,2116,0,0,0,0,0,0,0,0,0,1,0,0 48 | Nov-94,1776,47,7.482118924,2209,0,0,0,0,0,0,0,0,0,0,1,0 49 | Dec-94,1783,48,7.486052618,2304,0,0,0,0,0,0,0,0,0,0,0,1 50 | Jan-95,1548,49,7.344719054,2401,1,0,0,0,0,0,0,0,0,0,0,0 51 | Feb-95,1497,50,7.311218384,2500,0,1,0,0,0,0,0,0,0,0,0,0 52 | Mar-95,1798,51,7.494430215,2601,0,0,1,0,0,0,0,0,0,0,0,0 53 | Apr-95,1733,52,7.45760929,2704,0,0,0,1,0,0,0,0,0,0,0,0 54 | May-95,1772,53,7.479864131,2809,0,0,0,0,1,0,0,0,0,0,0,0 55 | Jun-95,1761,54,7.473637108,2916,0,0,0,0,0,1,0,0,0,0,0,0 56 | Jul-95,1792,55,7.491087594,3025,0,0,0,0,0,0,1,0,0,0,0,0 57 | Aug-95,1875,56,7.536363938,3136,0,0,0,0,0,0,0,1,0,0,0,0 58 | Sep-95,1571,57,7.359467638,3249,0,0,0,0,0,0,0,0,1,0,0,0 59 | Oct-95,1647,58,7.40671073,3364,0,0,0,0,0,0,0,0,0,1,0,0 60 | Nov-95,1673,59,7.422373701,3481,0,0,0,0,0,0,0,0,0,0,1,0 61 | Dec-95,1657,60,7.412764017,3600,0,0,0,0,0,0,0,0,0,0,0,1 62 | Jan-96,1382,61,7.231287004,3721,1,0,0,0,0,0,0,0,0,0,0,0 63 | Feb-96,1361,62,7.215975003,3844,0,1,0,0,0,0,0,0,0,0,0,0 64 | Mar-96,1559,63,7.351799869,3969,0,0,1,0,0,0,0,0,0,0,0,0 65 | Apr-96,1608,64,7.38274645,4096,0,0,0,1,0,0,0,0,0,0,0,0 66 | May-96,1697,65,7.436617265,4225,0,0,0,0,1,0,0,0,0,0,0,0 67 | Jun-96,1693,66,7.434257382,4356,0,0,0,0,0,1,0,0,0,0,0,0 68 | Jul-96,1836,67,7.515344571,4489,0,0,0,0,0,0,1,0,0,0,0,0 69 | Aug-96,1943,68,7.571988449,4624,0,0,0,0,0,0,0,1,0,0,0,0 70 | Sep-96,1551,69,7.346655163,4761,0,0,0,0,0,0,0,0,1,0,0,0 71 | Oct-96,1687,70,7.430707083,4900,0,0,0,0,0,0,0,0,0,1,0,0 72 | Nov-96,1576,71,7.36264527,5041,0,0,0,0,0,0,0,0,0,0,1,0 73 | Dec-96,1700,72,7.43838353,5184,0,0,0,0,0,0,0,0,0,0,0,1 74 | Jan-97,1397,73,7.242082359,5329,1,0,0,0,0,0,0,0,0,0,0,0 75 | Feb-97,1372,74,7.224024808,5476,0,1,0,0,0,0,0,0,0,0,0,0 76 | Mar-97,1708,75,7.443078374,5625,0,0,1,0,0,0,0,0,0,0,0,0 77 | Apr-97,1655,76,7.411556288,5776,0,0,0,1,0,0,0,0,0,0,0,0 78 | May-97,1763,77,7.474772182,5929,0,0,0,0,1,0,0,0,0,0,0,0 79 | Jun-97,1776,78,7.482118924,6084,0,0,0,0,0,1,0,0,0,0,0,0 80 | Jul-97,1934,79,7.567345676,6241,0,0,0,0,0,0,1,0,0,0,0,0 81 | Aug-97,2008,80,7.604894481,6400,0,0,0,0,0,0,0,1,0,0,0,0 82 | Sep-97,1616,81,7.387709239,6561,0,0,0,0,0,0,0,0,1,0,0,0 83 | Oct-97,1774,82,7.480992163,6724,0,0,0,0,0,0,0,0,0,1,0,0 84 | Nov-97,1732,83,7.457032089,6889,0,0,0,0,0,0,0,0,0,0,1,0 85 | Dec-97,1797,84,7.493873887,7056,0,0,0,0,0,0,0,0,0,0,0,1 86 | Jan-98,1570,85,7.358830898,7225,1,0,0,0,0,0,0,0,0,0,0,0 87 | Feb-98,1413,86,7.253470383,7396,0,1,0,0,0,0,0,0,0,0,0,0 88 | Mar-98,1755,87,7.470224136,7569,0,0,1,0,0,0,0,0,0,0,0,0 89 | Apr-98,1825,88,7.509335266,7744,0,0,0,1,0,0,0,0,0,0,0,0 90 | May-98,1843,89,7.519149958,7921,0,0,0,0,1,0,0,0,0,0,0,0 91 | Jun-98,1826,90,7.509883061,8100,0,0,0,0,0,1,0,0,0,0,0,0 92 | Jul-98,1968,91,7.584773078,8281,0,0,0,0,0,0,1,0,0,0,0,0 93 | Aug-98,1922,92,7.56112159,8464,0,0,0,0,0,0,0,1,0,0,0,0 94 | Sep-98,1670,93,7.420578905,8649,0,0,0,0,0,0,0,0,1,0,0,0 95 | Oct-98,1791,94,7.490529402,8836,0,0,0,0,0,0,0,0,0,1,0,0 96 | Nov-98,1817,95,7.504942068,9025,0,0,0,0,0,0,0,0,0,0,1,0 97 | Dec-98,1847,96,7.52131798,9216,0,0,0,0,0,0,0,0,0,0,0,1 98 | Jan-99,1599,97,7.377133713,9409,1,0,0,0,0,0,0,0,0,0,0,0 99 | Feb-99,1549,98,7.34536484,9604,0,1,0,0,0,0,0,0,0,0,0,0 100 | Mar-99,1832,99,7.513163545,9801,0,0,1,0,0,0,0,0,0,0,0,0 101 | Apr-99,1840,100,7.517520851,10000,0,0,0,1,0,0,0,0,0,0,0,0 102 | May-99,1846,101,7.520776415,10201,0,0,0,0,1,0,0,0,0,0,0,0 103 | Jun-99,1865,102,7.531016332,10404,0,0,0,0,0,1,0,0,0,0,0,0 104 | Jul-99,1966,103,7.583756301,10609,0,0,0,0,0,0,1,0,0,0,0,0 105 | Aug-99,1949,104,7.5750717,10816,0,0,0,0,0,0,0,1,0,0,0,0 106 | Sep-99,1607,105,7.382124366,11025,0,0,0,0,0,0,0,0,1,0,0,0 107 | Oct-99,1804,106,7.497761701,11236,0,0,0,0,0,0,0,0,0,1,0,0 108 | Nov-99,1850,107,7.522940918,11449,0,0,0,0,0,0,0,0,0,0,1,0 109 | Dec-99,1836,108,7.515344571,11664,0,0,0,0,0,0,0,0,0,0,0,1 110 | Jan-00,1542,109,7.340835554,11881,1,0,0,0,0,0,0,0,0,0,0,0 111 | Feb-00,1617,110,7.38832786,12100,0,1,0,0,0,0,0,0,0,0,0,0 112 | Mar-00,1920,111,7.560080465,12321,0,0,1,0,0,0,0,0,0,0,0,0 113 | Apr-00,1971,112,7.586296307,12544,0,0,0,1,0,0,0,0,0,0,0,0 114 | May-00,1992,113,7.596894438,12769,0,0,0,0,1,0,0,0,0,0,0,0 115 | Jun-00,2010,114,7.605890001,12996,0,0,0,0,0,1,0,0,0,0,0,0 116 | Jul-00,2054,115,7.62754439,13225,0,0,0,0,0,0,1,0,0,0,0,0 117 | Aug-00,2097,116,7.648263031,13456,0,0,0,0,0,0,0,1,0,0,0,0 118 | Sep-00,1824,117,7.508787171,13689,0,0,0,0,0,0,0,0,1,0,0,0 119 | Oct-00,1977,118,7.589335823,13924,0,0,0,0,0,0,0,0,0,1,0,0 120 | Nov-00,1981,119,7.591357047,14161,0,0,0,0,0,0,0,0,0,0,1,0 121 | Dec-00,2000,120,7.60090246,14400,0,0,0,0,0,0,0,0,0,0,0,1 122 | Jan-01,1683,121,7.428333194,14641,1,0,0,0,0,0,0,0,0,0,0,0 123 | Feb-01,1663,122,7.416378479,14884,0,1,0,0,0,0,0,0,0,0,0,0 124 | Mar-01,2008,123,7.604894481,15129,0,0,1,0,0,0,0,0,0,0,0,0 125 | Apr-01,2024,124,7.61283103,15376,0,0,0,1,0,0,0,0,0,0,0,0 126 | May-01,2047,125,7.624130586,15625,0,0,0,0,1,0,0,0,0,0,0,0 127 | Jun-01,2073,126,7.636752112,15876,0,0,0,0,0,1,0,0,0,0,0,0 128 | Jul-01,2127,127,7.662467815,16129,0,0,0,0,0,0,1,0,0,0,0,0 129 | Aug-01,2203,128,7.697575347,16384,0,0,0,0,0,0,0,1,0,0,0,0 130 | Sep-01,1708,129,7.443078374,16641,0,0,0,0,0,0,0,0,1,0,0,0 131 | Oct-01,1951,130,7.576097341,16900,0,0,0,0,0,0,0,0,0,1,0,0 132 | Nov-01,1974,131,7.58781722,17161,0,0,0,0,0,0,0,0,0,0,1,0 133 | Dec-01,1985,132,7.593374193,17424,0,0,0,0,0,0,0,0,0,0,0,1 134 | Jan-02,1760,133,7.473069088,17689,1,0,0,0,0,0,0,0,0,0,0,0 135 | Feb-02,1771,134,7.479299638,17956,0,1,0,0,0,0,0,0,0,0,0,0 136 | Mar-02,2020,135,7.61085279,18225,0,0,1,0,0,0,0,0,0,0,0,0 137 | Apr-02,2048,136,7.624618986,18496,0,0,0,1,0,0,0,0,0,0,0,0 138 | May-02,2069,137,7.634820678,18769,0,0,0,0,1,0,0,0,0,0,0,0 139 | Jun-02,1994,138,7.597897951,19044,0,0,0,0,0,1,0,0,0,0,0,0 140 | Jul-02,2075,139,7.637716433,19321,0,0,0,0,0,0,1,0,0,0,0,0 141 | Aug-02,2027,140,7.614312146,19600,0,0,0,0,0,0,0,1,0,0,0,0 142 | Sep-02,1734,141,7.458186157,19881,0,0,0,0,0,0,0,0,1,0,0,0 143 | Oct-02,1917,142,7.558516743,20164,0,0,0,0,0,0,0,0,0,1,0,0 144 | Nov-02,1858,143,7.527255919,20449,0,0,0,0,0,0,0,0,0,0,1,0 145 | Dec-02,1996,144,7.598900457,20736,0,0,0,0,0,0,0,0,0,0,0,1 146 | Jan-03,1778,145,7.483244416,21025,1,0,0,0,0,0,0,0,0,0,0,0 147 | Feb-03,1749,146,7.466799475,21316,0,1,0,0,0,0,0,0,0,0,0,0 148 | Mar-03,2066,147,7.63336965,21609,0,0,1,0,0,0,0,0,0,0,0,0 149 | Apr-03,2099,148,7.64921632,21904,0,0,0,1,0,0,0,0,0,0,0,0 150 | May-03,2105,149,7.652070746,22201,0,0,0,0,1,0,0,0,0,0,0,0 151 | Jun-03,2130,150,7.663877259,22500,0,0,0,0,0,1,0,0,0,0,0,0 152 | Jul-03,2223,151,7.706612914,22801,0,0,0,0,0,0,1,0,0,0,0,0 153 | Aug-03,2174,152,7.684324068,23104,0,0,0,0,0,0,0,1,0,0,0,0 154 | Sep-03,1931,153,7.565793282,23409,0,0,0,0,0,0,0,0,1,0,0,0 155 | Oct-03,2121,154,7.659642955,23716,0,0,0,0,0,0,0,0,0,1,0,0 156 | Nov-03,2076,155,7.638198244,24025,0,0,0,0,0,0,0,0,0,0,1,0 157 | Dec-03,2141,156,7.669028289,24336,0,0,0,0,0,0,0,0,0,0,0,1 158 | Jan-04,1832,157,7.513163545,24649,1,0,0,0,0,0,0,0,0,0,0,0 159 | Feb-04,1838,158,7.516433303,24964,0,1,0,0,0,0,0,0,0,0,0,0 160 | Mar-04,2132,159,7.664815785,25281,0,0,1,0,0,0,0,0,0,0,0,0 161 | -------------------------------------------------------------------------------- /glass.csv: -------------------------------------------------------------------------------- 1 | RI,Na,Mg,Al,Si,K,Ca,Ba,Fe,Type 2 | 1.52101,13.64,4.49,1.1,71.78,0.06,8.75,0,0,1 3 | 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194 | 1.51623,14.2,0,2.79,73.46,0.04,9.04,0.4,0.09,7 195 | 1.51719,14.75,0,2,73.02,0,8.53,1.59,0.08,7 196 | 1.51683,14.56,0,1.98,73.29,0,8.52,1.57,0.07,7 197 | 1.51545,14.14,0,2.68,73.39,0.08,9.07,0.61,0.05,7 198 | 1.51556,13.87,0,2.54,73.23,0.14,9.41,0.81,0.01,7 199 | 1.51727,14.7,0,2.34,73.28,0,8.95,0.66,0,7 200 | 1.51531,14.38,0,2.66,73.1,0.04,9.08,0.64,0,7 201 | 1.51609,15.01,0,2.51,73.05,0.05,8.83,0.53,0,7 202 | 1.51508,15.15,0,2.25,73.5,0,8.34,0.63,0,7 203 | 1.51653,11.95,0,1.19,75.18,2.7,8.93,0,0,7 204 | 1.51514,14.85,0,2.42,73.72,0,8.39,0.56,0,7 205 | 1.51658,14.8,0,1.99,73.11,0,8.28,1.71,0,7 206 | 1.51617,14.95,0,2.27,73.3,0,8.71,0.67,0,7 207 | 1.51732,14.95,0,1.8,72.99,0,8.61,1.55,0,7 208 | 1.51645,14.94,0,1.87,73.11,0,8.67,1.38,0,7 209 | 1.51831,14.39,0,1.82,72.86,1.41,6.47,2.88,0,7 210 | 1.5164,14.37,0,2.74,72.85,0,9.45,0.54,0,7 211 | 1.51623,14.14,0,2.88,72.61,0.08,9.18,1.06,0,7 212 | 1.51685,14.92,0,1.99,73.06,0,8.4,1.59,0,7 213 | 1.52065,14.36,0,2.02,73.42,0,8.44,1.64,0,7 214 | 1.51651,14.38,0,1.94,73.61,0,8.48,1.57,0,7 215 | 1.51711,14.23,0,2.08,73.36,0,8.62,1.67,0,7 216 | -------------------------------------------------------------------------------- /sales.csv: -------------------------------------------------------------------------------- 1 | Month,Sales 2 | 1990-01-01,266 3 | 1990-02-01,145.9 4 | 1990-03-01,183.1 5 | 1990-04-01,119.3 6 | 1990-05-01,180.3 7 | 1990-06-01,168.5 8 | 1990-07-01,231.8 9 | 1990-08-01,224.5 10 | 1990-09-01,192.8 11 | 1990-10-01,122.9 12 | 1990-11-01,336.5 13 | 1990-12-01,185.9 14 | 1991-01-01,194.3 15 | 1991-02-01,149.5 16 | 1991-03-01,210.1 17 | 1991-04-01,273.3 18 | 1991-05-01,191.4 19 | 1991-06-01,287 20 | 1991-07-01,226 21 | 1991-08-01,303.6 22 | 1991-09-01,289.9 23 | 1991-10-01,421.6 24 | 1991-11-01,264.5 25 | 1991-12-01,342.3 26 | 1992-01-01,339.7 27 | 1992-02-01,440.4 28 | 1992-03-01,315.9 29 | 1992-04-01,439.3 30 | 1992-05-01,401.3 31 | 1992-06-01,437.4 32 | 1992-07-01,575.5 33 | 1992-08-01,407.6 34 | 1992-09-01,682 35 | 1992-10-01,475.3 36 | 1992-11-01,581.3 37 | 1992-12-01,646.9 -------------------------------------------------------------------------------- /sample_data.csv: -------------------------------------------------------------------------------- 1 | ,Study_Hrs,Marks,Screen_time 2 | 0,1.0,50,9.0 3 | 1,2.5,55,8.5 4 | 2,3.5,60,8.0 5 | 3,5.5,67,7.5 6 | 4,6.0,70,6.0 7 | 5,9.5,80,5.0 8 | 6,10.0,85,4.0 9 | 7,18.0,99,2.5 10 | -------------------------------------------------------------------------------- /wine-clustering.csv: -------------------------------------------------------------------------------- 1 | Alcohol,Malic_Acid,Ash,Ash_Alcanity,Magnesium,Total_Phenols,Flavanoids,Nonflavanoid_Phenols,Proanthocyanins,Color_Intensity,Hue,OD280,Proline 2 | 14.23,1.71,2.43,15.6,127,2.8,3.06,0.28,2.29,5.64,1.04,3.92,1065 3 | 13.2,1.78,2.14,11.2,100,2.65,2.76,0.26,1.28,4.38,1.05,3.4,1050 4 | 13.16,2.36,2.67,18.6,101,2.8,3.24,0.3,2.81,5.68,1.03,3.17,1185 5 | 14.37,1.95,2.5,16.8,113,3.85,3.49,0.24,2.18,7.8,0.86,3.45,1480 6 | 13.24,2.59,2.87,21,118,2.8,2.69,0.39,1.82,4.32,1.04,2.93,735 7 | 14.2,1.76,2.45,15.2,112,3.27,3.39,0.34,1.97,6.75,1.05,2.85,1450 8 | 14.39,1.87,2.45,14.6,96,2.5,2.52,0.3,1.98,5.25,1.02,3.58,1290 9 | 14.06,2.15,2.61,17.6,121,2.6,2.51,0.31,1.25,5.05,1.06,3.58,1295 10 | 14.83,1.64,2.17,14,97,2.8,2.98,0.29,1.98,5.2,1.08,2.85,1045 11 | 13.86,1.35,2.27,16,98,2.98,3.15,0.22,1.85,7.22,1.01,3.55,1045 12 | 14.1,2.16,2.3,18,105,2.95,3.32,0.22,2.38,5.75,1.25,3.17,1510 13 | 14.12,1.48,2.32,16.8,95,2.2,2.43,0.26,1.57,5,1.17,2.82,1280 14 | 13.75,1.73,2.41,16,89,2.6,2.76,0.29,1.81,5.6,1.15,2.9,1320 15 | 14.75,1.73,2.39,11.4,91,3.1,3.69,0.43,2.81,5.4,1.25,2.73,1150 16 | 14.38,1.87,2.38,12,102,3.3,3.64,0.29,2.96,7.5,1.2,3,1547 17 | 13.63,1.81,2.7,17.2,112,2.85,2.91,0.3,1.46,7.3,1.28,2.88,1310 18 | 14.3,1.92,2.72,20,120,2.8,3.14,0.33,1.97,6.2,1.07,2.65,1280 19 | 13.83,1.57,2.62,20,115,2.95,3.4,0.4,1.72,6.6,1.13,2.57,1130 20 | 14.19,1.59,2.48,16.5,108,3.3,3.93,0.32,1.86,8.7,1.23,2.82,1680 21 | 13.64,3.1,2.56,15.2,116,2.7,3.03,0.17,1.66,5.1,0.96,3.36,845 22 | 14.06,1.63,2.28,16,126,3,3.17,0.24,2.1,5.65,1.09,3.71,780 23 | 12.93,3.8,2.65,18.6,102,2.41,2.41,0.25,1.98,4.5,1.03,3.52,770 24 | 13.71,1.86,2.36,16.6,101,2.61,2.88,0.27,1.69,3.8,1.11,4,1035 25 | 12.85,1.6,2.52,17.8,95,2.48,2.37,0.26,1.46,3.93,1.09,3.63,1015 26 | 13.5,1.81,2.61,20,96,2.53,2.61,0.28,1.66,3.52,1.12,3.82,845 27 | 13.05,2.05,3.22,25,124,2.63,2.68,0.47,1.92,3.58,1.13,3.2,830 28 | 13.39,1.77,2.62,16.1,93,2.85,2.94,0.34,1.45,4.8,0.92,3.22,1195 29 | 13.3,1.72,2.14,17,94,2.4,2.19,0.27,1.35,3.95,1.02,2.77,1285 30 | 13.87,1.9,2.8,19.4,107,2.95,2.97,0.37,1.76,4.5,1.25,3.4,915 31 | 14.02,1.68,2.21,16,96,2.65,2.33,0.26,1.98,4.7,1.04,3.59,1035 32 | 13.73,1.5,2.7,22.5,101,3,3.25,0.29,2.38,5.7,1.19,2.71,1285 33 | 13.58,1.66,2.36,19.1,106,2.86,3.19,0.22,1.95,6.9,1.09,2.88,1515 34 | 13.68,1.83,2.36,17.2,104,2.42,2.69,0.42,1.97,3.84,1.23,2.87,990 35 | 13.76,1.53,2.7,19.5,132,2.95,2.74,0.5,1.35,5.4,1.25,3,1235 36 | 13.51,1.8,2.65,19,110,2.35,2.53,0.29,1.54,4.2,1.1,2.87,1095 37 | 13.48,1.81,2.41,20.5,100,2.7,2.98,0.26,1.86,5.1,1.04,3.47,920 38 | 13.28,1.64,2.84,15.5,110,2.6,2.68,0.34,1.36,4.6,1.09,2.78,880 39 | 13.05,1.65,2.55,18,98,2.45,2.43,0.29,1.44,4.25,1.12,2.51,1105 40 | 13.07,1.5,2.1,15.5,98,2.4,2.64,0.28,1.37,3.7,1.18,2.69,1020 41 | 14.22,3.99,2.51,13.2,128,3,3.04,0.2,2.08,5.1,0.89,3.53,760 42 | 13.56,1.71,2.31,16.2,117,3.15,3.29,0.34,2.34,6.13,0.95,3.38,795 43 | 13.41,3.84,2.12,18.8,90,2.45,2.68,0.27,1.48,4.28,0.91,3,1035 44 | 13.88,1.89,2.59,15,101,3.25,3.56,0.17,1.7,5.43,0.88,3.56,1095 45 | 13.24,3.98,2.29,17.5,103,2.64,2.63,0.32,1.66,4.36,0.82,3,680 46 | 13.05,1.77,2.1,17,107,3,3,0.28,2.03,5.04,0.88,3.35,885 47 | 14.21,4.04,2.44,18.9,111,2.85,2.65,0.3,1.25,5.24,0.87,3.33,1080 48 | 14.38,3.59,2.28,16,102,3.25,3.17,0.27,2.19,4.9,1.04,3.44,1065 49 | 13.9,1.68,2.12,16,101,3.1,3.39,0.21,2.14,6.1,0.91,3.33,985 50 | 14.1,2.02,2.4,18.8,103,2.75,2.92,0.32,2.38,6.2,1.07,2.75,1060 51 | 13.94,1.73,2.27,17.4,108,2.88,3.54,0.32,2.08,8.9,1.12,3.1,1260 52 | 13.05,1.73,2.04,12.4,92,2.72,3.27,0.17,2.91,7.2,1.12,2.91,1150 53 | 13.83,1.65,2.6,17.2,94,2.45,2.99,0.22,2.29,5.6,1.24,3.37,1265 54 | 13.82,1.75,2.42,14,111,3.88,3.74,0.32,1.87,7.05,1.01,3.26,1190 55 | 13.77,1.9,2.68,17.1,115,3,2.79,0.39,1.68,6.3,1.13,2.93,1375 56 | 13.74,1.67,2.25,16.4,118,2.6,2.9,0.21,1.62,5.85,0.92,3.2,1060 57 | 13.56,1.73,2.46,20.5,116,2.96,2.78,0.2,2.45,6.25,0.98,3.03,1120 58 | 14.22,1.7,2.3,16.3,118,3.2,3,0.26,2.03,6.38,0.94,3.31,970 59 | 13.29,1.97,2.68,16.8,102,3,3.23,0.31,1.66,6,1.07,2.84,1270 60 | 13.72,1.43,2.5,16.7,108,3.4,3.67,0.19,2.04,6.8,0.89,2.87,1285 61 | 12.37,0.94,1.36,10.6,88,1.98,0.57,0.28,0.42,1.95,1.05,1.82,520 62 | 12.33,1.1,2.28,16,101,2.05,1.09,0.63,0.41,3.27,1.25,1.67,680 63 | 12.64,1.36,2.02,16.8,100,2.02,1.41,0.53,0.62,5.75,0.98,1.59,450 64 | 13.67,1.25,1.92,18,94,2.1,1.79,0.32,0.73,3.8,1.23,2.46,630 65 | 12.37,1.13,2.16,19,87,3.5,3.1,0.19,1.87,4.45,1.22,2.87,420 66 | 12.17,1.45,2.53,19,104,1.89,1.75,0.45,1.03,2.95,1.45,2.23,355 67 | 12.37,1.21,2.56,18.1,98,2.42,2.65,0.37,2.08,4.6,1.19,2.3,678 68 | 13.11,1.01,1.7,15,78,2.98,3.18,0.26,2.28,5.3,1.12,3.18,502 69 | 12.37,1.17,1.92,19.6,78,2.11,2,0.27,1.04,4.68,1.12,3.48,510 70 | 13.34,0.94,2.36,17,110,2.53,1.3,0.55,0.42,3.17,1.02,1.93,750 71 | 12.21,1.19,1.75,16.8,151,1.85,1.28,0.14,2.5,2.85,1.28,3.07,718 72 | 12.29,1.61,2.21,20.4,103,1.1,1.02,0.37,1.46,3.05,0.906,1.82,870 73 | 13.86,1.51,2.67,25,86,2.95,2.86,0.21,1.87,3.38,1.36,3.16,410 74 | 13.49,1.66,2.24,24,87,1.88,1.84,0.27,1.03,3.74,0.98,2.78,472 75 | 12.99,1.67,2.6,30,139,3.3,2.89,0.21,1.96,3.35,1.31,3.5,985 76 | 11.96,1.09,2.3,21,101,3.38,2.14,0.13,1.65,3.21,0.99,3.13,886 77 | 11.66,1.88,1.92,16,97,1.61,1.57,0.34,1.15,3.8,1.23,2.14,428 78 | 13.03,0.9,1.71,16,86,1.95,2.03,0.24,1.46,4.6,1.19,2.48,392 79 | 11.84,2.89,2.23,18,112,1.72,1.32,0.43,0.95,2.65,0.96,2.52,500 80 | 12.33,0.99,1.95,14.8,136,1.9,1.85,0.35,2.76,3.4,1.06,2.31,750 81 | 12.7,3.87,2.4,23,101,2.83,2.55,0.43,1.95,2.57,1.19,3.13,463 82 | 12,0.92,2,19,86,2.42,2.26,0.3,1.43,2.5,1.38,3.12,278 83 | 12.72,1.81,2.2,18.8,86,2.2,2.53,0.26,1.77,3.9,1.16,3.14,714 84 | 12.08,1.13,2.51,24,78,2,1.58,0.4,1.4,2.2,1.31,2.72,630 85 | 13.05,3.86,2.32,22.5,85,1.65,1.59,0.61,1.62,4.8,0.84,2.01,515 86 | 11.84,0.89,2.58,18,94,2.2,2.21,0.22,2.35,3.05,0.79,3.08,520 87 | 12.67,0.98,2.24,18,99,2.2,1.94,0.3,1.46,2.62,1.23,3.16,450 88 | 12.16,1.61,2.31,22.8,90,1.78,1.69,0.43,1.56,2.45,1.33,2.26,495 89 | 11.65,1.67,2.62,26,88,1.92,1.61,0.4,1.34,2.6,1.36,3.21,562 90 | 11.64,2.06,2.46,21.6,84,1.95,1.69,0.48,1.35,2.8,1,2.75,680 91 | 12.08,1.33,2.3,23.6,70,2.2,1.59,0.42,1.38,1.74,1.07,3.21,625 92 | 12.08,1.83,2.32,18.5,81,1.6,1.5,0.52,1.64,2.4,1.08,2.27,480 93 | 12,1.51,2.42,22,86,1.45,1.25,0.5,1.63,3.6,1.05,2.65,450 94 | 12.69,1.53,2.26,20.7,80,1.38,1.46,0.58,1.62,3.05,0.96,2.06,495 95 | 12.29,2.83,2.22,18,88,2.45,2.25,0.25,1.99,2.15,1.15,3.3,290 96 | 11.62,1.99,2.28,18,98,3.02,2.26,0.17,1.35,3.25,1.16,2.96,345 97 | 12.47,1.52,2.2,19,162,2.5,2.27,0.32,3.28,2.6,1.16,2.63,937 98 | 11.81,2.12,2.74,21.5,134,1.6,0.99,0.14,1.56,2.5,0.95,2.26,625 99 | 12.29,1.41,1.98,16,85,2.55,2.5,0.29,1.77,2.9,1.23,2.74,428 100 | 12.37,1.07,2.1,18.5,88,3.52,3.75,0.24,1.95,4.5,1.04,2.77,660 101 | 12.29,3.17,2.21,18,88,2.85,2.99,0.45,2.81,2.3,1.42,2.83,406 102 | 12.08,2.08,1.7,17.5,97,2.23,2.17,0.26,1.4,3.3,1.27,2.96,710 103 | 12.6,1.34,1.9,18.5,88,1.45,1.36,0.29,1.35,2.45,1.04,2.77,562 104 | 12.34,2.45,2.46,21,98,2.56,2.11,0.34,1.31,2.8,0.8,3.38,438 105 | 11.82,1.72,1.88,19.5,86,2.5,1.64,0.37,1.42,2.06,0.94,2.44,415 106 | 12.51,1.73,1.98,20.5,85,2.2,1.92,0.32,1.48,2.94,1.04,3.57,672 107 | 12.42,2.55,2.27,22,90,1.68,1.84,0.66,1.42,2.7,0.86,3.3,315 108 | 12.25,1.73,2.12,19,80,1.65,2.03,0.37,1.63,3.4,1,3.17,510 109 | 12.72,1.75,2.28,22.5,84,1.38,1.76,0.48,1.63,3.3,0.88,2.42,488 110 | 12.22,1.29,1.94,19,92,2.36,2.04,0.39,2.08,2.7,0.86,3.02,312 111 | 11.61,1.35,2.7,20,94,2.74,2.92,0.29,2.49,2.65,0.96,3.26,680 112 | 11.46,3.74,1.82,19.5,107,3.18,2.58,0.24,3.58,2.9,0.75,2.81,562 113 | 12.52,2.43,2.17,21,88,2.55,2.27,0.26,1.22,2,0.9,2.78,325 114 | 11.76,2.68,2.92,20,103,1.75,2.03,0.6,1.05,3.8,1.23,2.5,607 115 | 11.41,0.74,2.5,21,88,2.48,2.01,0.42,1.44,3.08,1.1,2.31,434 116 | 12.08,1.39,2.5,22.5,84,2.56,2.29,0.43,1.04,2.9,0.93,3.19,385 117 | 11.03,1.51,2.2,21.5,85,2.46,2.17,0.52,2.01,1.9,1.71,2.87,407 118 | 11.82,1.47,1.99,20.8,86,1.98,1.6,0.3,1.53,1.95,0.95,3.33,495 119 | 12.42,1.61,2.19,22.5,108,2,2.09,0.34,1.61,2.06,1.06,2.96,345 120 | 12.77,3.43,1.98,16,80,1.63,1.25,0.43,0.83,3.4,0.7,2.12,372 121 | 12,3.43,2,19,87,2,1.64,0.37,1.87,1.28,0.93,3.05,564 122 | 11.45,2.4,2.42,20,96,2.9,2.79,0.32,1.83,3.25,0.8,3.39,625 123 | 11.56,2.05,3.23,28.5,119,3.18,5.08,0.47,1.87,6,0.93,3.69,465 124 | 12.42,4.43,2.73,26.5,102,2.2,2.13,0.43,1.71,2.08,0.92,3.12,365 125 | 13.05,5.8,2.13,21.5,86,2.62,2.65,0.3,2.01,2.6,0.73,3.1,380 126 | 11.87,4.31,2.39,21,82,2.86,3.03,0.21,2.91,2.8,0.75,3.64,380 127 | 12.07,2.16,2.17,21,85,2.6,2.65,0.37,1.35,2.76,0.86,3.28,378 128 | 12.43,1.53,2.29,21.5,86,2.74,3.15,0.39,1.77,3.94,0.69,2.84,352 129 | 11.79,2.13,2.78,28.5,92,2.13,2.24,0.58,1.76,3,0.97,2.44,466 130 | 12.37,1.63,2.3,24.5,88,2.22,2.45,0.4,1.9,2.12,0.89,2.78,342 131 | 12.04,4.3,2.38,22,80,2.1,1.75,0.42,1.35,2.6,0.79,2.57,580 132 | 12.86,1.35,2.32,18,122,1.51,1.25,0.21,0.94,4.1,0.76,1.29,630 133 | 12.88,2.99,2.4,20,104,1.3,1.22,0.24,0.83,5.4,0.74,1.42,530 134 | 12.81,2.31,2.4,24,98,1.15,1.09,0.27,0.83,5.7,0.66,1.36,560 135 | 12.7,3.55,2.36,21.5,106,1.7,1.2,0.17,0.84,5,0.78,1.29,600 136 | 12.51,1.24,2.25,17.5,85,2,0.58,0.6,1.25,5.45,0.75,1.51,650 137 | 12.6,2.46,2.2,18.5,94,1.62,0.66,0.63,0.94,7.1,0.73,1.58,695 138 | 12.25,4.72,2.54,21,89,1.38,0.47,0.53,0.8,3.85,0.75,1.27,720 139 | 12.53,5.51,2.64,25,96,1.79,0.6,0.63,1.1,5,0.82,1.69,515 140 | 13.49,3.59,2.19,19.5,88,1.62,0.48,0.58,0.88,5.7,0.81,1.82,580 141 | 12.84,2.96,2.61,24,101,2.32,0.6,0.53,0.81,4.92,0.89,2.15,590 142 | 12.93,2.81,2.7,21,96,1.54,0.5,0.53,0.75,4.6,0.77,2.31,600 143 | 13.36,2.56,2.35,20,89,1.4,0.5,0.37,0.64,5.6,0.7,2.47,780 144 | 13.52,3.17,2.72,23.5,97,1.55,0.52,0.5,0.55,4.35,0.89,2.06,520 145 | 13.62,4.95,2.35,20,92,2,0.8,0.47,1.02,4.4,0.91,2.05,550 146 | 12.25,3.88,2.2,18.5,112,1.38,0.78,0.29,1.14,8.21,0.65,2,855 147 | 13.16,3.57,2.15,21,102,1.5,0.55,0.43,1.3,4,0.6,1.68,830 148 | 13.88,5.04,2.23,20,80,0.98,0.34,0.4,0.68,4.9,0.58,1.33,415 149 | 12.87,4.61,2.48,21.5,86,1.7,0.65,0.47,0.86,7.65,0.54,1.86,625 150 | 13.32,3.24,2.38,21.5,92,1.93,0.76,0.45,1.25,8.42,0.55,1.62,650 151 | 13.08,3.9,2.36,21.5,113,1.41,1.39,0.34,1.14,9.4,0.57,1.33,550 152 | 13.5,3.12,2.62,24,123,1.4,1.57,0.22,1.25,8.6,0.59,1.3,500 153 | 12.79,2.67,2.48,22,112,1.48,1.36,0.24,1.26,10.8,0.48,1.47,480 154 | 13.11,1.9,2.75,25.5,116,2.2,1.28,0.26,1.56,7.1,0.61,1.33,425 155 | 13.23,3.3,2.28,18.5,98,1.8,0.83,0.61,1.87,10.52,0.56,1.51,675 156 | 12.58,1.29,2.1,20,103,1.48,0.58,0.53,1.4,7.6,0.58,1.55,640 157 | 13.17,5.19,2.32,22,93,1.74,0.63,0.61,1.55,7.9,0.6,1.48,725 158 | 13.84,4.12,2.38,19.5,89,1.8,0.83,0.48,1.56,9.01,0.57,1.64,480 159 | 12.45,3.03,2.64,27,97,1.9,0.58,0.63,1.14,7.5,0.67,1.73,880 160 | 14.34,1.68,2.7,25,98,2.8,1.31,0.53,2.7,13,0.57,1.96,660 161 | 13.48,1.67,2.64,22.5,89,2.6,1.1,0.52,2.29,11.75,0.57,1.78,620 162 | 12.36,3.83,2.38,21,88,2.3,0.92,0.5,1.04,7.65,0.56,1.58,520 163 | 13.69,3.26,2.54,20,107,1.83,0.56,0.5,0.8,5.88,0.96,1.82,680 164 | 12.85,3.27,2.58,22,106,1.65,0.6,0.6,0.96,5.58,0.87,2.11,570 165 | 12.96,3.45,2.35,18.5,106,1.39,0.7,0.4,0.94,5.28,0.68,1.75,675 166 | 13.78,2.76,2.3,22,90,1.35,0.68,0.41,1.03,9.58,0.7,1.68,615 167 | 13.73,4.36,2.26,22.5,88,1.28,0.47,0.52,1.15,6.62,0.78,1.75,520 168 | 13.45,3.7,2.6,23,111,1.7,0.92,0.43,1.46,10.68,0.85,1.56,695 169 | 12.82,3.37,2.3,19.5,88,1.48,0.66,0.4,0.97,10.26,0.72,1.75,685 170 | 13.58,2.58,2.69,24.5,105,1.55,0.84,0.39,1.54,8.66,0.74,1.8,750 171 | 13.4,4.6,2.86,25,112,1.98,0.96,0.27,1.11,8.5,0.67,1.92,630 172 | 12.2,3.03,2.32,19,96,1.25,0.49,0.4,0.73,5.5,0.66,1.83,510 173 | 12.77,2.39,2.28,19.5,86,1.39,0.51,0.48,0.64,9.899999,0.57,1.63,470 174 | 14.16,2.51,2.48,20,91,1.68,0.7,0.44,1.24,9.7,0.62,1.71,660 175 | 13.71,5.65,2.45,20.5,95,1.68,0.61,0.52,1.06,7.7,0.64,1.74,740 176 | 13.4,3.91,2.48,23,102,1.8,0.75,0.43,1.41,7.3,0.7,1.56,750 177 | 13.27,4.28,2.26,20,120,1.59,0.69,0.43,1.35,10.2,0.59,1.56,835 178 | 13.17,2.59,2.37,20,120,1.65,0.68,0.53,1.46,9.3,0.6,1.62,840 179 | 14.13,4.1,2.74,24.5,96,2.05,0.76,0.56,1.35,9.2,0.61,1.6,560 --------------------------------------------------------------------------------