`handbag_data/github_datasets/Luxury-Handbag-Price-Prediction/Data/clean_data.csv`

144 lines
,brand,accessories,bag style,skin type,hardware - metal type,hardware - num zips,hardware - strap type,strap length,num compartments,num components,major color,num colors,volume,num functionality,inner material,price
0,Gucci,Chain,Handle Bag,Crocodile,Gold,1,Leather,42.0,2,5,Red,2,478.125,1,Calf,34000
1,Gucci,Chain,Handle Bag,Crocodile,Gold,1,Leather,50.0,2,5,Black,3,478.125,1,Calf,31000
2,Gucci,Logo,Shoulder Bag,Crocodile,Gold,1,Leather,45.0,3,4,Red,1,213.75,1,Calf,15000
3,Gucci,Chain,Shoulder Bag,Snake,Gold,1,Metal,30.0,2,5,Blue,1,250.25,2,Seude,6700
4,Gucci,Chain,Shoulder Bag,Snake,Gold,1,Metal,30.0,2,5,Beige,2,269.5,2,Seude,5900
5,Gucci,Logo,Handle Bag,Snake,Gold,2,Leather,45.0,4,4,Grey,2,380.625,2,Calf,5500
6,Gucci,Logo,Handle Bag,Python,Gold,2,Leather,45.0,4,4,Black,1,380.625,2,Calf,4900
7,Gucci,Other,Handle Bag,Leather,Gold,0,Metal,50.0,2,4,White,1,480.0,2,Others,4900
8,Gucci,Chain,Handle Bag,Leather,Gold,1,Leather,40.0,2,4,White,3,1138.5,2,Microfiber,4800
9,Gucci,Chain,Handle Bag,Leather,Gold,1,Leather,40.0,2,4,Black,3,478.125,2,Seude,4700
10,Gucci,Buckle,Handle Bag,Leather,Gold,1,Leather,45.0,2,5,Brown,3,526.5,2,Microfiber,4600
11,Gucci,Chain,Shoulder Bag,Python,Silver,1,Metal,40.0,3,5,Multicolor,3,384.0,2,Seude,4500
12,Gucci,Crystals,Shoulder Bag,Canvas,Silver,1,Metal,35.0,3,4,Beige,2,384.0,2,Seude,4400
13,Gucci,Crystals,Shoulder Bag,"Canvas, Embroidery",Silver,1,Metal,35.0,3,5,Beige,2,384.0,2,Seude,4400
14,Gucci,Chain,Shoulder Bag,"Leather, Embroidery",Gold,1,Metal,40.0,3,3,Black,3,269.5,2,Seude,4200
15,Gucci,Crystals,Shoulder Bag,Leather,Silver,1,Leather,60.0,1,3,Black,1,343.0,2,Others,3980
16,Gucci,Chain,Shoulder Bag,"Canvas, Embroidery",None,1,Metal,35.0,1,5,Beige,1,384.0,2,Seude,3980
17,Gucci,Crystals,Shoulder Bag,Others,Silver,1,Metal,40.0,1,5,Black,1,269.5,2,Seude,3980
18,Gucci,Buckle,Shoulder Bag,Python,Gold,1,Metal,45.0,2,6,Blue,2,360.0,2,Others,3800
19,Gucci,Chain,Shoulder Bag,"Canvas, Embroidery",None,1,Metal,40.0,3,5,Beige,3,269.5,2,Seude,3800
20,Gucci,Crystals,Shoulder Bag,Canvas,Silver,1,Metal,40.0,3,4,Beige,2,269.5,2,Seude,3790
21,Gucci,Logo,Handle Bag,Python,Gold,3,Leather,60.0,3,4,Yellow,1,697.5,2,Seude,3700
22,Gucci,Chain,Tote,Python,Silver,0,Leather,25.0,1,4,Burgundy,3,595.0,2,Seude,3700
23,Gucci,Chain,Handle Bag,"Leather, Embroidery",Gold,1,Leather,40.0,3,4,White,3,478.125,2,Microfiber,3700
24,Gucci,Other,Shoulder Bag,Snake,Silver,1,Metal,40.0,3,4,Beige,2,269.5,2,Seude,3690
25,Gucci,Other,Shoulder Bag,Leather,Palladium,1,Metal,40.0,3,4,White,1,384.0,2,Others,3500
26,Gucci,Other,Shoulder Bag,Snake,Gold,0,Leather,45.0,2,3,Brown,1,165.75,2,Calf,3500
27,Hermes,Strap,Clutch,Crocodile,None,0,Leather,0.0,1,1,Blue,1,69.0,1,Calf,19300
28,Hermes,Strap,Handle Bag,Calf,Palladium,0,Leather,10.0,1,4,Blue,2,1078.0,1,Calf,5450
29,Hermes,Buckle,Handle Bag,Calf,Brass,0,Leather,10.0,1,8,Brown,2,714.0,1,Calf,10600
30,Hermes,Buckle,Shoulder Bag,Calf,Palladium,2,Leather,50.0,3,3,Beige,1,232.04999999999998,1,Calf,10200
31,Hermes,Buckle,Shoulder Bag,Calf,Palladium,1,Leather,50.0,4,3,Gold,1,118.5,1,Calf,9200
32,Hermes,Buckle,Handle Bag,Calf,Palladium,0,Leather,30.0,1,4,Brown,1,700.0,2,Calf,8650
33,Hermes,Buckle,Shoulder Bag,Calf,Palladium,0,Leather,50.0,1,3,Blue,1,111.132,1,Calf,7950
34,Hermes,Buckle,Shoulder Bag,Calf,Palladium,2,Leather,30.0,2,4,Black,1,585.0,2,Calf,7800
35,Hermes,Buckle,Shoulder Bag,Calf,Palladium,2,Leather,30.0,2,4,Black,1,585.0,2,Calf,7800
36,Hermes,Buckle,Shoulder Bag,Calf,Gold,1,Leather,50.0,2,4,Red,1,111.132,1,Calf,7400
37,Hermes,Buckle,Shoulder Bag,Calf,Gold,1,Leather,50.0,2,4,Red,1,58.5,1,Calf,6700
38,Hermes,Buckle,Shoulder Bag,Calf,Palladium,1,Leather,50.0,3,4,Brown,1,574.34,2,Calf,6350
39,Hermes,Buckle,Shoulder Bag,Calf,Palladium,1,Leather,50.0,0,0,Black,3,177.75000000000003,1,Calf,6050
40,Hermes,Buckle,Shoulder Bag,Calf,Palladium,0,Leather,50.0,2,4,Black,1,468.0,2,Calf,5350
41,Hermes,Buckle,Clutch,Calf,Gold,0,None,0.0,2,2,Red,1,159.192,1,Calf,5350
42,Hermes,Buckle,Shoulder Bag,Calf,Palladium,0,Leather,50.0,1,5,White,3,401.375,1,Calf,5250
43,Hermes,Buckle,Clutch,Calf,Palladium,0,None,0.0,2,3,Beige,1,60.75,1,Calf,5150
44,Hermes,Buckle,Shoulder Bag,Lamb,Palladium,1,Leather,50.0,2,6,Black,1,120.669,2,Calf,5100
45,Hermes,Buckle,Shoulder Bag,Calf,Palladium,0,Leather,50.0,2,7,Black,1,524.628,2,Calf,4825
46,Hermes,Other,Clutch,Calf,None,0,None,0.0,5,7,Beige,2,131.32000000000002,4,Calf,4675
47,Hermes,Buckle,Handle Bag,Calf,Palladium,0,Leather,30.0,3,6,Burgundy,1,122.39999999999999,3,Calf,4600
48,Hermes,Buckle,Clutch,Calf,Palladium,1,None,0.0,1,1,Black,1,177.75000000000003,1,Calf,4525
49,Hermes,Buckle,Tote,Calf,Palladium,0,Leather,10.0,1,2,Black,1,970.4279999999999,1,Calf,3675
50,Hermes,Buckle,Clutch,Calf,None,0,None,0.0,1,1,Black,1,67.26,1,Calf,3535
51,Tom Ford,Clasp,Clutch,Alligator,Gold,1,None,0.0,3,6,Black,1,165.9045941,1,Calf,17000
52,Tom Ford,Chain,Shoulder Bag,Alligator,Gold,2,Metal,25.0,3,7,Red,1,107.89150377600001,2,Others,13300
53,Tom Ford,Lock,Shoulder Bag,"Crystal, Others",Ruthenium,0,"Metal,Leather",58.0,1,5,Multicolor,10,117.43292928000001,1,Satin,11500
54,Tom Ford,"Chain, Turnlock",Shoulder Bag,Crystal,Palladium,0,"Metal,Leather",51.0,1,7,Purple,2,92.90657269600001,1,Calf,8950
55,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Crystal, Others",Ruthenium,1,"Metal,Leather",55.0,2,6,Black,3,68.62486804800001,1,Satin,6850
56,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Crystal",Palladium,1,"Metal,Leather",55.0,2,5,Multicolor,10,68.62486804800001,1,Satin,5290
57,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Others",Ruthenium,1,"Metal,Leather",55.0,2,5,Black,2,117.43292928000001,1,Calf,4990
58,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Others",Palladium,1,"Metal,Leather",58.0,2,7,Red,4,117.43292928000001,1,Satin,4990
59,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Crystal",Ruthenium,1,"Metal,Leather",55.0,2,7,Black,3,68.62486804800001,1,Satin,4550
60,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Others",Gold,1,Metal,50.0,2,3,Gold,2,36.95467493280001,2,Calf,3650
61,Tom Ford,"Chain, Turnlock",Shoulder Bag,"Embroidery, Crystal, Others",Ruthenium,1,"Metal,Leather",55.0,2,4,Green,3,68.62486804800001,1,Satin,4390
62,Tom Ford,Logo,Shoulder Bag,Calf,Gold,1,Leather,55.0,3,4,Black,2,123.304575744,2,Seude,4190
63,Tom Ford,"Chain, Turnlock",Shoulder Bag,Python,Ruthenium,1,"Metal,Leather",55.0,2,5,Brown,2,132.11204544,1,Sheep,3990
64,Tom Ford,"Chain, Turnlock",Shoulder Bag,Python,Ruthenium,1,"Metal,Leather",55.0,2,4,Gold,2,132.11204544,1,Sheep,3790
65,Tom Ford,Strap,Tote,Leather,Gold,2,"Metal,Leather",20.0,4,6,White,3,855.3031682560003,2,Microfiber,3690
66,Tom Ford,Logo,Shoulder Bag,Leather,Gold,2,"Metal,Leather",55.0,3,5,Black,2,132.11204544,1,Calf,3590
67,Louis Vitton,Other,Shoulder Bag,Calf,Silver,0,Leather,50.0,2,10,Yellow,1,346.86,2,Calf,4400
68,Louis Vitton,Pieces,Tote,Calf,Silver,2,Leather,30.0,2,6,Black,1,339.2,2,Microfiber,4200
69,Louis Vitton,Pieces,Shoulder Bag,Lamb,Silver,0,"Metal,Leather",30.0,1,3,Red,1,283.05,1,Sheep,3600
70,Louis Vitton,Pieces,Shoulder Bag,Epi,Silver,0,"Metal,Leather",50.0,2,7,Pink,2,200.291,1,Microfiber,4400
71,Louis Vitton,Pieces,Shoulder Bag,Calf,Silver,1,Leather,30.0,3,7,Blue,2,720.0,2,Calf,4850
72,Louis Vitton,Strap,Shoulder Bag,Canvas,None,1,Leather,30.0,3,5,Blue,2,1953.846,2,Calf,4000
73,Louis Vitton,Strap,Shoulder Bag,Canvas,None,1,Leather,10.0,3,8,Pink,2,697.97,2,Sheep,4000
74,Louis Vitton,Strap,Shoulder Bag,Calf,Silver,0,"Metal,Leather",50.0,2,6,Brown,2,195.3,1,Microfiber,4000
75,Louis Vitton,Logo,Shoulder Bag,Epi,Silver,0,"Metal,Leather",50.0,2,3,Blue,1,825.3,1,Microfiber,4100
76,Louis Vitton,Pieces,Shoulder Bag,Epi,Silver,0,"Metal,Leather",50.0,2,5,Black,1,200.291,1,Microfiber,4200
77,Louis Vitton,Pieces,Shoulder Bag,Epi,Silver,0,"Metal,Leather",50.0,2,6,Black,2,124.94999999999999,1,Microfiber,3650
78,Louis Vitton,Pieces,Tote,Epi,Silver,1,Leather,50.0,2,10,Blue,1,517.548,2,Microfiber,3550
79,Louis Vitton,Pieces,Shoulder Bag,Python,Gold,1,Metal,30.0,2,6,Brown,2,266.526,1,Microfiber,3950
80,Louis Vitton,Lock,Handle Bag,Calf,Gold,1,Leather,50.0,3,13,Brown,4,602.07,2,Calf,4550
81,Louis Vitton,Pieces,Shoulder Bag,Calf,Gold,0,Leather,30.0,1,5,Brown,1,102.424,2,Others,4200
82,Louis Vitton,Pieces,Shoulder Bag,Lamb,Gold,0,Leather,30.0,2,6,Brown,2,73.549,2,Others,5200
83,Louis Vitton,Pieces,Shoulder Bag,Calf,Silver,0,Leather,30.0,2,6,Brown,3,81.686,2,Sheep,5400
84,Louis Vitton,Pieces,Shoulder Bag,Epi,Silver,0,Leather,30.0,2,6,Gold,2,59.616,2,Microfiber,5750
85,Louis Vitton,Pieces,Shoulder Bag,Calf,Gold,0,Leather,30.0,2,7,Black,3,80.0,2,Sheep,5500
86,Louis Vitton,Strap,Shoulder Bag,Calf,Silver,2,Leather,10.0,2,5,Beige,1,495.88,2,Microfiber,3650
87,Louis Vitton,Strap,Tote,Calf,None,0,Leather,30.0,1,6,Pink,1,806.0500000000001,2,Calf,3650
88,Louis Vitton,Strap,Shoulder Bag,Calf,None,1,Leather,10.0,3,3,Beige,1,894.8520000000001,2,Microfiber,4150
89,Louis Vitton,Strap,Shoulder Bag,Calf,None,0,Leather,10.0,1,10,Beige,1,1326.6000000000001,2,Microfiber,3900
90,Louis Vitton,Strap,Shoulder Bag,Calf,Silver,1,Leather,10.0,6,10,Pink,1,1120.0,2,Microfiber,4250
91,Louis Vitton,Pieces,Shoulder Bag,Calf,Gold,2,Leather,10.0,3,7,Blue,1,1067.22,2,Others,3500
92,Louis Vitton,Pieces,Shoulder Bag,Epi,Silver,0,Leather,30.0,1,5,Red,1,225.589,2,Microfiber,3800
93,Louis Vitton,Pieces,Handle Bag,Others,Gold,1,Leather,65.0,2,6,Black,1,1386.0,2,Calf,4000
94,Celine,Lock,Handle Bag,Calf,Brass,0,Leather,10.0,2,5,Black,1,585.0,2,Others,4500
95,Celine,Lock,Handle Bag,Calf,Brass,0,Leather,10.0,2,5,Black,1,585.0,2,Others,4550
96,Celine,Lock,Handle Bag,Crocodile,Gold,0,Leather,10.0,2,5,Black,1,585.0,2,Others,37200
97,Celine,Lock,Handle Bag,Calf,Brass,0,Leather,10.0,2,4,Black,1,252.0,2,Others,4150
98,Celine,Lock,Handle Bag,Lizard,Brass,0,Leather,10.0,2,5,Green,1,252.0,2,Others,7500
99,Celine,Clasp,Shoulder Bag,Lizard,Gold,0,Metal,50.0,2,4,Black,1,144.0,2,Others,7000
100,Celine,Clasp,Shoulder Bag,Calf,Gold,0,Leather,50.0,2,3,Black,1,162.0,2,Others,3850
101,Celine,Clasp,Shoulder Bag,Crocodile,Gold,0,Leather,50.0,2,3,Red,1,162.0,2,Others,24800
102,Celine,Strap,Handle Bag,Calf,Leather,0,Leather,10.0,2,2,Black,1,1859.0,2,Calf,3950
103,Celine,Strap,Handle Bag,Calf,Leather,0,Leather,10.0,2,3,Blue,1,1859.0,2,Calf,4150
104,Celine,Strap,Handle Bag,Calf,Leather,0,Leather,10.0,2,3,Yellow,1,1859.0,2,Calf,4700
105,Celine,Clasp,Shoulder Bag,Lizard,Brass,0,Leather,50.0,2,2,Green,1,189.0,2,Others,7000
106,Celine,Clasp,Shoulder Bag,Calf,Brass,0,Leather,50.0,2,2,Black,1,189.0,2,Others,4400
107,Celine,Strap,Handle Bag,Calf,Leather,2,Leather,10.0,3,5,Beige,1,1008.0,2,Calf,3600
108,Celine,Strap,Shoulder Bag,Snake,Gold,0,Metal,50.0,2,3,Brown,1,144.0,2,Others,3500
109,Chanel,Chain,Handle Bag,Calf,Gold,0,"Metal,Leather",35.0,1,4,Blue,1,108.37599999999999,1,Calf,4200
110,Chanel,Chain,Handle Bag,Lamb,Gold,1,"Metal,Leather",55.0,1,3,Red,2,191.66000000000003,1,Calf,4500
111,Chanel,Chain,Tote,Calf,Silver,1,"Metal,Leather",10.0,1,3,Silver,1,667.8749999999999,1,Calf,4100
112,Chanel,Chain,Shoulder Bag,Calf,Silver,1,"Metal,Leather",30.0,2,3,Red,1,348.582,1,Calf,4500
113,Chanel,Chain,Shoulder Bag,Calf,Gold,1,"Metal,Leather",50.0,1,5,Black,2,93.98700000000001,1,Calf,4500
114,Chanel,Chain,Purse,Calf,Gold,1,Leather,30.0,3,12,White,1,116.702,1,Satin,4800
115,Chanel,Chain,Purse,Others,Gold,1,"Metal,Leather",30.0,2,3,Black,2,190.89000000000001,1,Satin,7000
116,Chanel,Strap,Tote,Calf,Gold,2,Leather,50.0,3,10,White,1,555.399,1,Microfiber,5200
117,Chanel,Strap,Purse,Lamb,Gold,1,"Metal,Leather",50.0,2,10,White,6,110.66999999999999,1,Others,3900
118,Chanel,Clasp,Clutch,"Embroidery, Others",Silver,0,None,0.0,1,3,Yellow,3,77.14199999999998,1,Satin,5100
119,Chanel,Chain,Shoulder Bag,Calf,Gold,1,"Metal,Leather",50.0,2,4,Yellow,1,123.87600000000002,1,Satin,4300
120,Chanel,Chain,Shoulder Bag,"Embroidery, Others",Silver,0,Metal,50.0,1,3,Black,2,190.89000000000001,1,Others,8200
121,Chanel,Chain,Shoulder Bag,"Calf, Python",Gold,2,"Metal,Leather",55.0,3,6,Pink,2,142.662,1,Calf,5800
122,Chanel,Chain,Shoulder Bag,Others,Gold,0,Metal,50.0,2,5,Pink,4,169.074,1,Others,6600
123,Chanel,Chain,Shoulder Bag,"Calf, Python",Gold,0,"Metal,Leather",50.0,3,5,Green,1,103.194,1,Others,6100
124,Chanel,Chain,Shoulder Bag,Calf,Gold,0,"Metal,Leather",50.0,1,5,Black,1,98.98200000000001,1,Calf,6000
125,Chanel,Crystals,Clutch,Lizard,Gold,1,"Metal,Leather",50.0,2,5,Gold,1,93.775,1,Satin,9200
126,Chanel,Chain,Handle Bag,Python,Gold,1,"Metal,Leather",50.0,2,5,Yellow,1,169.074,1,Calf,10300
127,Chanel,Buckle,Handle Bag,Embroidery,Gold,0,"Metal,Leather",50.0,2,5,Pink,3,201.79800000000003,1,Others,10000
128,Chanel,Lock,Handle Bag,Python,Gold,0,Leather,50.0,2,5,Black,2,85.8,1,Satin,5100
129,Chanel,Lock,Handle Bag,"Lizard, Lamb",Gold,0,Leather,50.0,2,5,Black,2,85.8,1,Satin,8800
130,Chanel,Chain,Handle Bag,"Lamb, Python",Gold,0,Leather,50.0,2,4,Black,1,185.22000000000003,1,Calf,5100
131,Chanel,Chain,Clutch,"Calf, Python",Gold,0,Leather,0.0,2,3,Black,2,134.78400000000002,1,Calf,6500
132,Chanel,Chain,Handle Bag,"Calf, Python",Ruthenium,0,Metal,30.0,1,3,Black,2,98.98200000000001,1,Calf,6800
133,Chanel,Chain,Handle Bag,Calf,Gold,0,"Metal,Leather",30.0,1,5,Red,1,98.98200000000001,1,Calf,5400
134,Chanel,Chain,Clutch,Calf,Gold,0,"Metal,Leather",20.0,1,9,Black,3,169.012,1,Calf,7900
135,Chanel,"Chain, Turnlock",Handle Bag,Calf,Gold,0,"Metal,Leather",30.0,1,6,Red,3,169.012,1,Calf,5700
136,Chanel,Chain,Handle Bag,Calf,Gold,0,"Metal,Leather",20.0,1,4,Green,1,240.236,1,Calf,6200
137,Chanel,Chain,Shoulder Bag,Calf,Gold,1,"Metal,Leather",55.0,2,5,Black,2,142.662,1,Calf,7100
138,Chanel,Chain,Shoulder Bag,"Calf, Others",Gold,1,"Metal,Leather",55.0,2,5,White,2,142.662,1,Others,3900
139,Chanel,Chain,Clutch,Lamb,Ruthenium,1,"Metal,Leather",20.0,2,3,Black,2,169.074,1,Calf,8200
140,Chanel,Chain,Handle Bag,Python,Gold,1,Metal,55.0,2,5,Orange,1,169.074,1,Satin,10300
141,Chanel,Chain,Clutch,"Lamb, Python",Gold,1,Metal,30.0,2,5,Black,3,169.074,1,Calf,11000