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hnm-fashion-recommendations-data

article_id int64 109M 959M	product_code int64 109k 959k	prod_name stringlengths 1 30	product_type_no int64 -1 762	product_type_name stringclasses 131 values	product_group_name stringclasses 19 values	graphical_appearance_no int64 -1 1.01M	graphical_appearance_name stringclasses 30 values	colour_group_code int64 -1 93	colour_group_name stringclasses 50 values	perceived_colour_value_id int64 -1 7	perceived_colour_value_name stringclasses 8 values	perceived_colour_master_id int64 -1 20	perceived_colour_master_name stringclasses 20 values	department_no int64 1.2k 9.99k	department_name stringclasses 250 values	index_code stringclasses 10 values	index_name stringclasses 10 values	index_group_no int64 1 26	index_group_name stringclasses 5 values	section_no int64 2 97	section_name stringclasses 56 values	garment_group_no int64 1k 1.03k	garment_group_name stringclasses 21 values	detail_desc stringlengths 11 764 ⌀
108,775,015	108,775	Strap top	253	Vest top	Garment Upper body	1,010,016	Solid	9	Black	4	Dark	5	Black	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	Jersey top with narrow shoulder straps.
108,775,044	108,775	Strap top	253	Vest top	Garment Upper body	1,010,016	Solid	10	White	3	Light	9	White	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	Jersey top with narrow shoulder straps.
108,775,051	108,775	Strap top (1)	253	Vest top	Garment Upper body	1,010,017	Stripe	11	Off White	1	Dusty Light	9	White	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	Jersey top with narrow shoulder straps.
110,065,001	110,065	OP T-shirt (Idro)	306	Bra	Underwear	1,010,016	Solid	9	Black	4	Dark	5	Black	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Microfibre T-shirt bra with underwired, moulded, lightly padded cups that shape the bust and provide good support. Narrow adjustable shoulder straps and a narrow hook-and-eye fastening at the back. Without visible seams for greater comfort.
110,065,002	110,065	OP T-shirt (Idro)	306	Bra	Underwear	1,010,016	Solid	10	White	3	Light	9	White	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Microfibre T-shirt bra with underwired, moulded, lightly padded cups that shape the bust and provide good support. Narrow adjustable shoulder straps and a narrow hook-and-eye fastening at the back. Without visible seams for greater comfort.
110,065,011	110,065	OP T-shirt (Idro)	306	Bra	Underwear	1,010,016	Solid	12	Light Beige	1	Dusty Light	11	Beige	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Microfibre T-shirt bra with underwired, moulded, lightly padded cups that shape the bust and provide good support. Narrow adjustable shoulder straps and a narrow hook-and-eye fastening at the back. Without visible seams for greater comfort.
111,565,001	111,565	20 den 1p Stockings	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi shiny nylon stockings with a wide, reinforced trim at the top. Use with a suspender belt. 20 denier.
111,565,003	111,565	20 den 1p Stockings	302	Socks	Socks & Tights	1,010,016	Solid	13	Beige	2	Medium Dusty	11	Beige	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi shiny nylon stockings with a wide, reinforced trim at the top. Use with a suspender belt. 20 denier.
111,586,001	111,586	Shape Up 30 den 1p Tights	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Tights with built-in support to lift the bottom. Black in 30 denier and light amber in 15 denier.
111,593,001	111,593	Support 40 den 1p Tights	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi shiny tights that shape the tummy, thighs and calves while also encouraging blood circulation in the legs. Elasticated waist.
111,609,001	111,609	200 den 1p Tights	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Opaque matt tights. 200 denier.
112,679,048	112,679	SWEATSHIRT OC	252	Sweater	Garment Upper body	1,010,001	All over pattern	7	Grey	1	Dusty Light	12	Grey	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Sweatshirt in soft organic cotton with a press-stud on one shoulder (sizes 12-18 months and 18-24 months without a press-stud). Brushed inside.
112,679,052	112,679	SWEATSHIRT OC	252	Sweater	Garment Upper body	1,010,001	All over pattern	71	Light Blue	1	Dusty Light	2	Blue	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Sweatshirt in soft organic cotton with a press-stud on one shoulder (sizes 12-18 months and 18-24 months without a press-stud). Brushed inside.
114,428,026	114,428	Alice BANDEAU 2-p	306	Bra	Underwear	1,010,017	Stripe	10	White	3	Light	9	White	1,334	Casual Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Two soft bandeau bras in soft jersey with side support and a silicone trim at the top.
114,428,030	114,428	Alice BANDEAU 2-p	306	Bra	Underwear	1,010,016	Solid	6	Light Grey	1	Dusty Light	12	Grey	1,334	Casual Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Two soft bandeau bras in soft jersey with side support and a silicone trim at the top.
116,379,047	116,379	Frugan longsleeve	254	Top	Garment Upper body	1,010,016	Solid	73	Dark Blue	4	Dark	2	Blue	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	Fitted top in soft stretch jersey with a wide neckline and long sleeves.
118,458,003	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,010	Melange	8	Dark Grey	4	Dark	12	Grey	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,004	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,010	Melange	7	Grey	2	Medium Dusty	12	Grey	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,028	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,029	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,010	Melange	8	Dark Grey	4	Dark	12	Grey	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,034	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,016	Solid	52	Pink	2	Medium Dusty	4	Pink	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,038	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,010	Melange	9	Black	4	Dark	12	Grey	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
118,458,039	118,458	Jerry jogger bottoms	272	Trousers	Garment Lower body	1,010,010	Melange	73	Dark Blue	2	Medium Dusty	6	Lilac Purple	5,883	Jersey Basic	F	Menswear	3	Menswear	26	Men Underwear	1,002	Jersey Basic	Trousers in sweatshirt fabric with an elasticated drawstring waist, side pockets, a back pocket and ribbed hems. Soft brushed inside.
120,129,001	120,129	Babette long	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	2,032	Jersey	A	Ladieswear	1	Ladieswear	8	Mama	1,005	Jersey Fancy	Leggings in soft jersey with a wide panel at the waist for best fit over the tummy. The cotton content of the leggings is organic.
120,129,014	120,129	Babette long	273	Leggings/Tights	Garment Lower body	1,010,010	Melange	9	Black	4	Dark	12	Grey	2,032	Jersey	A	Ladieswear	1	Ladieswear	8	Mama	1,005	Jersey Fancy	Leggings in soft jersey with a wide panel at the waist for best fit over the tummy. The cotton content of the leggings is organic.
120,129,018	120,129	Babette long	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	43	Dark Red	4	Dark	18	Red	2,032	Jersey	A	Ladieswear	1	Ladieswear	8	Mama	1,005	Jersey Fancy	Leggings in soft jersey with a wide panel at the waist for best fit over the tummy. The cotton content of the leggings is organic.
120,129,025	120,129	Babette long	273	Leggings/Tights	Garment Lower body	1,010,001	All over pattern	8	Dark Grey	4	Dark	12	Grey	2,032	Jersey	A	Ladieswear	1	Ladieswear	8	Mama	1,005	Jersey Fancy	Leggings in soft jersey with a wide panel at the waist for best fit over the tummy. The cotton content of the leggings is organic.
123,173,001	123,173	Control Top 50 den 1p Tights	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	50 denier tights with reinforcement at the top for a shaping effect on the tummy and thighs.
126,589,006	126,589	2p Claw	72	Hair clip	Accessories	1,010,016	Solid	9	Black	4	Dark	5	Black	4,342	EQ & Special Collections	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Plastic hair claws. Width 3.5 cm.
126,589,007	126,589	2p Claw	72	Hair clip	Accessories	1,010,019	Transparent	15	Greyish Beige	4	Dark	1	Mole	4,342	EQ & Special Collections	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Plastic hair claws. Width 3.5 cm.
126,589,010	126,589	2p Claw	72	Hair clip	Accessories	1,010,011	Metallic	31	Light Orange	3	Light	3	Orange	4,342	EQ & Special Collections	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Plastic hair claws. Width 3.5 cm.
126,589,011	126,589	2p Claw	72	Hair clip	Accessories	1,010,011	Metallic	3	Silver	3	Light	15	Metal	4,343	Hair Accessories	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Plastic hair claws. Width 3.5 cm.
126,589,012	126,589	2p Claw	72	Hair clip	Accessories	1,010,011	Metallic	5	Gold	5	Bright	15	Metal	4,343	Hair Accessories	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Plastic hair claws. Width 3.5 cm.
129,085,001	129,085	Pirate Leggings (1)	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	3/4-length leggings in stretch jersey with an elasticated waist.
129,085,026	129,085	Pirate Leggings (1)	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	10	White	3	Light	9	White	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	3/4-length leggings in stretch jersey with an elasticated waist.
129,085,027	129,085	Pirate Leggings (1)	273	Leggings/Tights	Garment Lower body	1,010,010	Melange	7	Grey	1	Dusty Light	12	Grey	1,676	Jersey Basic	A	Ladieswear	1	Ladieswear	16	Womens Everyday Basics	1,002	Jersey Basic	3/4-length leggings in stretch jersey with an elasticated waist.
130,035,001	130,035	Black Umbrella	532	Umbrella	Items	1,010,016	Solid	9	Black	4	Dark	5	Black	3,419	Other items	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Umbrella with a telescopic handle and matching cover. Length 23 cm folded.
141,661,022	141,661	Velour pyjama	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,002	Application/3D	10	White	3	Light	9	White	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	Velour pyjamas with an appliqué detail at the front and on the feet, and press-studs along one side and leg.
141,661,025	141,661	Velour pyjama	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,002	Application/3D	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	Velour pyjamas with an appliqué detail at the front and on the feet, and press-studs along one side and leg.
144,993,001	144,993	Mama 100 den 1p Tights	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Matt tights with an elasticated waist and extra space for a growing tummy. 100 denier.
145,872,001	145,872	Dorian l/s basic	252	Sweater	Garment Upper body	1,010,016	Solid	9	Black	4	Dark	5	Black	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
145,872,037	145,872	Dorian l/s basic	252	Sweater	Garment Upper body	1,010,010	Melange	8	Dark Grey	4	Dark	12	Grey	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
145,872,043	145,872	Dorian l/s basic	252	Sweater	Garment Upper body	1,010,016	Solid	10	White	3	Light	9	White	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
145,872,051	145,872	Dorian l/s basic	254	Top	Garment Upper body	1,010,010	Melange	9	Black	4	Dark	5	Black	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
145,872,052	145,872	Dorian l/s basic	252	Sweater	Garment Upper body	1,010,010	Melange	73	Dark Blue	4	Dark	2	Blue	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
145,872,053	145,872	Dorian l/s basic	252	Sweater	Garment Upper body	1,010,010	Melange	8	Dark Grey	4	Dark	12	Grey	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Long-sleeved sports top in fast-drying, breathable functional fabric with overlocked seams for optimum comfort. Some of the polyester content of the top is recycled.
146,706,001	146,706	Tanktop body white 3PACK	256	Bodysuit	Garment Upper body	1,010,016	Solid	10	White	3	Light	9	White	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Sleeveless bodysuits in soft organic cotton jersey with press-studs at the crotch.
146,706,004	146,706	Tanktop body white 3PACK	256	Bodysuit	Garment Upper body	1,010,016	Solid	10	White	3	Light	9	White	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Sleeveless bodysuits in soft organic cotton jersey with press-studs at the crotch.
146,706,005	146,706	3P TANKTOP BODY	256	Bodysuit	Garment Upper body	1,010,016	Solid	6	Light Grey	1	Dusty Light	12	Grey	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Sleeveless bodysuits in soft organic cotton jersey with press-studs at the crotch.
146,721,001	146,721	Hair Ring	73	Hair string	Accessories	1,010,016	Solid	5	Gold	5	Bright	15	Metal	4,342	EQ & Special Collections	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Hair clip in the shape of a metal ring that opens and has a hair elastic inside.
146,721,002	146,721	Hair Ring	73	Hair string	Accessories	1,010,016	Solid	3	Silver	3	Light	15	Metal	4,342	EQ & Special Collections	C	Ladies Accessories	1	Ladieswear	66	Womens Small accessories	1,019	Accessories	Hair clip in the shape of a metal ring that opens and has a hair elastic inside.
146,730,001	146,730	200 den 1p leggings	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Opaque matt leggings with an elasticated waist. 200 denier.
147,339,034	147,339	6P SS BODY	256	Bodysuit	Garment Upper body	1,010,001	All over pattern	10	White	3	Light	9	White	6,515	Baby basics	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,002	Jersey Basic	Short-sleeved bodysuits in organic cotton jersey with press-studs at the crotch.
148,033,001	148,033	Nouvelle 1p Stay Up	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi shiny stay-ups with a wide lace trim at the top and silicone on the inside. 20 denier.
148,033,006	148,033	Nouvelle 1p Stay Up	302	Socks	Socks & Tights	1,010,016	Solid	13	Beige	2	Medium Dusty	11	Beige	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi shiny stay-ups with a wide lace trim at the top and silicone on the inside. 20 denier.
150,959,011	150,959	THOMPSON woven sport pants	272	Trousers	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	8,394	Men Sport Bottoms	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Running trousers in fast-drying, breathable functional fabric with elastication and a concealed drawstring at the waist. Mesh-lined side pockets, a concealed key pocket in the waistband, a zip at the hems, and reflective details. Regular fit.
150,959,013	150,959	THOMPSON woven sport pants	272	Trousers	Garment Lower body	1,010,016	Solid	8	Dark Grey	4	Dark	12	Grey	8,394	Men Sport Bottoms	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Running trousers in fast-drying, breathable functional fabric with elastication and a concealed drawstring at the waist. Mesh-lined side pockets, a concealed key pocket in the waistband, a zip at the hems, and reflective details. Regular fit.
153,115,019	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	9	Black	4	Dark	5	Black	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
153,115,020	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	12	Light Beige	1	Dusty Light	11	Beige	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
153,115,021	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	10	White	3	Light	9	White	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
153,115,039	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	53	Dark Pink	7	Medium	6	Lilac Purple	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
153,115,040	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	17	Yellowish Brown	2	Medium Dusty	13	Brown	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
153,115,043	153,115	OP Strapless^	306	Bra	Underwear	1,010,016	Solid	17	Yellowish Brown	4	Dark	13	Brown	1,339	Clean Lingerie	B	Lingeries/Tights	1	Ladieswear	61	Womens Lingerie	1,017	Under-, Nightwear	Strapless bra in microfibre with underwired, padded cups that lift and shape the bust. Silicone trim at the top and a hook-and-eye fastening at the back. Detachable, adjustable shoulder straps and side support.
156,224,001	156,224	Box 4p Socks	302	Socks	Socks & Tights	1,010,016	Solid	13	Beige	2	Medium Dusty	11	Beige	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi-matte socks with a short shaft. 20 denier.
156,224,002	156,224	Box 4p Socks	-1	Unknown	Unknown	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Semi-matte socks with a short shaft. 20 denier.
156,227,001	156,227	Box 4p Kneehighs	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Four pairs of knee highs. 20 denier.
156,227,002	156,227	Box 4p Kneehighs	304	Underwear Tights	Socks & Tights	1,010,016	Solid	13	Beige	2	Medium Dusty	11	Beige	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Four pairs of knee highs. 20 denier.
156,231,001	156,231	Box 4p Tights	304	Underwear Tights	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Matt tights with an elasticated waist. 20 denier.
156,231,002	156,231	Box 4p Tights	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	13	Beige	2	Medium Dusty	11	Beige	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Matt tights with an elasticated waist. 20 denier.
156,289,011	156,289	Slim Cheapo 79	272	Trousers	Garment Lower body	1,010,023	Denim	72	Blue	3	Light	2	Blue	7,956	Kids Boy Denim	H	Children Sizes 92-140	4	Baby/Children	46	Kids Boy	1,016	Trousers Denim	5-pocket slim-fit jeans in washed denim with an adjustable elasticated waist, zip fly with a press-stud and slim legs.
156,610,001	156,610	Connor pants	272	Trousers	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Sports trousers in fast-drying fabric made from recycled polyester with an elasticated drawstring waist, side pockets and tapered legs. Regular fit.
156,610,007	156,610	Anton sport pant	272	Trousers	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Sports trousers in fast-drying fabric made from recycled polyester with an elasticated drawstring waist, side pockets and tapered legs. Regular fit.
156,610,010	156,610	Anton sport pant	272	Trousers	Garment Lower body	1,010,001	All over pattern	9	Black	4	Dark	5	Black	8,559	Men Sport Woven	S	Sport	26	Sport	22	Men H&M Sport	1,005	Jersey Fancy	Sports trousers in fast-drying fabric made from recycled polyester with an elasticated drawstring waist, side pockets and tapered legs. Regular fit.
158,340,001	158,340	Highwaist 30 den 1p Tights	273	Leggings/Tights	Garment Lower body	1,010,016	Solid	9	Black	4	Dark	5	Black	3,608	Tights basic	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	High-waisted tights that lift the bum and shape the waist and thighs. 30 denier.
160,442,007	160,442	3p Sneaker Socks	302	Socks	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,611	Shopbasket Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Short, fine-knit socks designed to be hidden by your shoes with a silicone trim at the back of the heel to keep them in place.
160,442,010	160,442	3p Sneaker Socks	302	Socks	Socks & Tights	1,010,016	Solid	10	White	3	Light	9	White	3,611	Shopbasket Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Short, fine-knit socks designed to be hidden by your shoes with a silicone trim at the back of the heel to keep them in place.
160,442,042	160,442	Sneaker 3p Socks	302	Socks	Socks & Tights	1,010,010	Melange	6	Light Grey	2	Medium Dusty	12	Grey	3,610	Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Short, fine-knit socks designed to be hidden by your shoes with a silicone trim at the back of the heel to keep them in place.
160,442,043	160,442	3p Sneaker Socks	302	Socks	Socks & Tights	1,010,010	Melange	6	Light Grey	2	Medium Dusty	12	Grey	3,611	Shopbasket Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Short, fine-knit socks designed to be hidden by your shoes with a silicone trim at the back of the heel to keep them in place.
162,074,062	162,074	Sigge sneaker sock 5p	302	Socks	Socks & Tights	1,010,005	Colour blocking	52	Pink	5	Bright	4	Pink	3,937	UW	D	Divided	2	Divided	51	Divided Basics	1,017	Under-, Nightwear	Fine-knit trainer socks in various colours.
162,074,069	162,074	Sigge sneaker sock 5p	302	Socks	Socks & Tights	1,010,001	All over pattern	7	Grey	1	Dusty Light	12	Grey	3,937	UW	D	Divided	2	Divided	51	Divided Basics	1,017	Under-, Nightwear	Fine-knit trainer socks in various colours.
162,074,071	162,074	Sigge sneaker sock 5p	302	Socks	Socks & Tights	1,010,001	All over pattern	9	Black	4	Dark	12	Grey	3,937	UW	D	Divided	2	Divided	51	Divided Basics	1,017	Under-, Nightwear	Fine-knit trainer socks in various colours.
163,734,002	163,734	KOMPIS 2-pack L/S	254	Top	Garment Upper body	1,010,016	Solid	9	Black	4	Dark	5	Black	7,930	Young Girl Jersey Basic	I	Children Sizes 134-170	4	Baby/Children	79	Girls Underwear & Basics	1,002	Jersey Basic	Long-sleeved tops in soft organic cotton.
163,734,054	163,734	KOMPIS 2-pack L/S	254	Top	Garment Upper body	1,010,010	Melange	71	Light Blue	3	Light	2	Blue	7,930	Young Girl Jersey Basic	I	Children Sizes 134-170	4	Baby/Children	79	Girls Underwear & Basics	1,002	Jersey Basic	Long-sleeved tops in soft organic cotton.
164,912,035	164,912	Scallop 5p Socks	302	Socks	Socks & Tights	1,010,016	Solid	9	Black	4	Dark	5	Black	3,611	Shopbasket Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Fine-knit socks with a scalloped edge.
164,912,039	164,912	Scallop 5p Socks	302	Socks	Socks & Tights	1,010,010	Melange	53	Dark Pink	2	Medium Dusty	4	Pink	3,611	Shopbasket Socks	B	Lingeries/Tights	1	Ladieswear	62	Womens Nightwear, Socks & Tigh	1,021	Socks and Tights	Fine-knit socks with a scalloped edge.
174,057,022	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,026	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	6	Light Grey	1	Dusty Light	12	Grey	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,027	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	73	Dark Blue	4	Dark	2	Blue	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,028	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,029	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,006	Dot	10	White	3	Light	9	White	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,030	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,017	Stripe	81	Light Turquoise	1	Dusty Light	7	Turquoise	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,032	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	73	Dark Blue	4	Dark	2	Blue	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,033	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,035	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,001	All over pattern	81	Light Turquoise	1	Dusty Light	7	Turquoise	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,036	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,017	Stripe	22	Yellow	7	Medium	8	Yellow	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,037	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,017	Stripe	73	Dark Blue	4	Dark	2	Blue	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,038	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,017	Stripe	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,039	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,006	Dot	73	Dark Blue	4	Dark	2	Blue	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
174,057,040	174,057	FLEECE PYJAMA	295	Pyjama jumpsuit/playsuit	Nightwear	1,010,006	Dot	51	Light Pink	1	Dusty Light	4	Pink	6,563	Baby Nightwear	G	Baby Sizes 50-98	4	Baby/Children	44	Baby Essentials & Complements	1,017	Under-, Nightwear	All-in-one pyjamas in soft, patterned fleece that fasten down the front and along one leg. Ribbing at the cuffs and hems.
176,209,023	176,209	Mr Harrington w/hood	308	Hoodie	Garment Upper body	1,010,016	Solid	9	Black	4	Dark	5	Black	5,283	Jacket Street	F	Menswear	3	Menswear	31	Mens Outerwear	1,007	Outdoor	Short, padded jacket with a jersey-lined hood and stand-up collar with a drawstring. Zip down the front, flap side pockets with a press-stud, one inner pocket, and ribbing at the cuffs and hem. Quilted lining.

End of preview. Expand in Data Studio

Dataset Rekomendasi Fashion H&M

Dataset ini berisi data transaksi, atribut pelanggan, dan metadata produk yang telah dianonimkan dari H&M Group. Kumpulan data komprehensif ini memungkinkan pemodelan perilaku pembelian pelanggan secara mendalam.

Wawasan yang dihasilkan dapat dimanfaatkan untuk berbagai tujuan bisnis yang strategis, mulai dari meningkatkan personalisasi pengalaman berbelanja, mengoptimalkan manajemen inventaris untuk efisiensi produksi, hingga mendukung inisiatif keberlanjutan (sustainability) dengan mengurangi potensi limbah garmen.

Ringkasan Dataset

articles.csv: 105.542 produk unik dengan atribut mendetail.
customers.csv: 1.371.980 pelanggan unik beserta metadata demografis.
transactions_train.csv: 31.788.324 catatan transaksi historis.
images/: Lebih dari 105.000 gambar produk resolusi tinggi.

📂 Struktur & Komponen Dataset

Semua data mentah terletak di dalam direktori data/raw/.

data/raw/transactions_train.csv Catatan historis semua transaksi pembelian. File ini menjadi pusat yang menghubungkan pelanggan dengan produk yang mereka beli. (31.788.324 baris, 5 kolom)
data/raw/customers.csv Tabel dimensi berisi atribut untuk setiap pelanggan unik. (1.371.980 baris, 7 kolom)
data/raw/articles.csv Tabel dimensi berisi atribut yang sangat detail untuk setiap produk (artikel) unik. (105.542 baris, 25 kolom)
data/raw/images/ Direktori berisi gambar produk, diorganisir dalam sub-direktori berdasarkan 3 digit pertama dari article_id.

🔗 Relasi Antar Data

File-file ini dapat digabungkan (join) untuk membuat satu set data yang komprehensif untuk analisis:

transactions_train.csv terhubung ke customers.csv melalui kolom customer_id.
transactions_train.csv terhubung ke articles.csv melalui kolom article_id.
Gambar di images/ dapat dipetakan ke articles.csv dengan membangun path dari article_id (contoh: data/raw/images/010/0108775015.jpg).

📊 Skema dan Kamus Data

`transactions_train.csv`

Kolom	Deskripsi	Tipe Data
`t_dat`	Tanggal transaksi	`object` (String)
`customer_id`	ID unik untuk pelanggan (Foreign Key)	`object` (String)
`article_id`	ID unik untuk artikel (Foreign Key)	`int64`
`price`	Harga yang dibayar untuk artikel	`float64`
`sales_channel_id`	Kanal penjualan (1: Online, 2: Toko Fisik)	`int64`

`customers.csv`

Kolom	Deskripsi	Tipe Data
`customer_id`	ID unik pelanggan (Primary Key)	`object` (String)
`FN`	Status langganan Fashion News (1 jika aktif)	`float64`
`Active`	Status keaktifan pelanggan (1 jika aktif)	`float64`
`club_member_status`	Status keanggotaan (e.g., 'ACTIVE')	`object` (String)
`fashion_news_frequency`	Frekuensi menerima newsletter (e.g., 'REGULARLY')	`object` (String)
`age`	Usia pelanggan	`float64`
`postal_code`	Kode pos pelanggan (telah dianonimkan)	`object` (String)

`articles.csv`

Kolom	Deskripsi	Tipe Data
`article_id`	ID unik artikel (Primary Key)	`int64`
`product_code`	Kode untuk produk dasar	`int64`
`prod_name`	Nama produk atau artikel	`object` (String)
`product_type_no`	ID numerik untuk tipe produk	`int64`
`product_type_name`	Nama tipe produk (e.g., 'T-shirt')	`object` (String)
`product_group_name`	Nama grup produk (e.g., 'Garment Upper body')	`object` (String)
`graphical_appearance_no`	ID numerik untuk tampilan grafis	`int64`
`graphical_appearance_name`	Nama tampilan grafis atau pola (e.g., 'Solid')	`object` (String)
`colour_group_code`	Kode numerik untuk grup warna	`int64`
`colour_group_name`	Nama grup warna (e.g., 'Black')	`object` (String)
`perceived_colour_value_id`	ID numerik untuk persepsi nilai warna	`int64`
`perceived_colour_value_name`	Nama persepsi nilai warna (e.g., 'Dark')	`object` (String)
`perceived_colour_master_id`	ID numerik untuk persepsi keluarga warna	`int64`
`perceived_colour_master_name`	Nama persepsi keluarga warna (e.g., 'Black')	`object` (String)
`department_no`	ID numerik untuk departemen	`int64`
`department_name`	Nama departemen	`object` (String)
`index_code`	Kode index (satu huruf)	`object` (String)
`index_name`	Nama index (e.g., 'Ladieswear')	`object` (String)
`index_group_no`	ID numerik untuk grup index	`int64`
`index_group_name`	Nama grup index (e.g., 'Ladieswear')	`object` (String)
`section_no`	ID numerik untuk seksi produk	`int64`
`section_name`	Nama seksi produk	`object` (String)
`garment_group_no`	ID numerik untuk grup garmen	`int64`
`garment_group_name`	Nama grup garmen (e.g., 'Jersey Basic')	`object` (String)
`detail_desc`	Deskripsi tekstual detail dari produk	`object` (String)

📌 Sumber

Dataset ini disediakan untuk publik oleh H&M Group melalui platform Kaggle untuk tujuan analisis dan riset.

Penerbit Asli: H&M Group
Platform: Kaggle, H&M Personalized Fashion Recommendations

⚠️ Lisensi

Penggunaan dataset ini tunduk pada syarat dan ketentuan yang tertera pada halaman distribusi aslinya. Dataset ini ditujukan untuk penggunaan non-komersial dan riset.

Downloads last month: 696

Size of the auto-converted Parquet files:

1.1 GB

Number of rows:

33,265,846