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Sales-Forecast-Prediction

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train · 26.3k rows

Product_Id stringlengths 3 6 ⌀	Product_Weight float64 4 22 ⌀	Product_Sugar_Content stringclasses 4 values	Product_Allocated_Area float64 0 0.3 ⌀	Product_Type stringclasses 16 values	Product_MRP float64 31 266 ⌀	Store_Id stringclasses 4 values	Store_Establishment_Year int64 1.99k 2.01k ⌀	Store_Size stringclasses 3 values	Store_Location_City_Type stringclasses 3 values	Store_Type stringclasses 4 values	Product_Store_Sales_Total float64 33 8k ⌀
FD6114	12.66	Low Sugar	0.027	Frozen Foods	117.08	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,842.4
FD7839	16.54	Low Sugar	0.144	Dairy	171.43	OUT003	1,999	Medium	Tier 1	Departmental Store	4,830.02
FD5075	14.28	Regular	0.031	Canned	162.08	OUT001	1,987	High	Tier 2	Supermarket Type1	4,130.16
FD8233	12.1	Low Sugar	0.112	Baking Goods	186.31	OUT001	1,987	High	Tier 2	Supermarket Type1	4,132.18
NC1180	9.57	No Sugar	0.01	Health and Hygiene	123.67	OUT002	1,998	Small	Tier 3	Food Mart	2,279.36
FD5680	12.03	Low Sugar	0.053	Snack Foods	113.64	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,629.15
FD5484	16.35	Low Sugar	0.112	Meat	185.71	OUT003	1,999	Medium	Tier 1	Departmental Store	5,081.14
NC5885	12.94	No Sugar	0.286	Household	194.75	OUT003	1,999	Medium	Tier 1	Departmental Store	4,494.62
FD1961	9.45	Low Sugar	0.047	Snack Foods	95.95	OUT002	1,998	Small	Tier 3	Food Mart	1,684.82
NC6657	8.94	No Sugar	0.045	Health and Hygiene	143.01	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,531.3
DR2699	10.64	Low Sugar	0.02	Hard Drinks	165.99	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,385.46
FD6027	13.92	Low Sugar	0.099	Fruits and Vegetables	116.89	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,123.19
FD8553	10.97	Low Sugar	0.156	Fruits and Vegetables	175.71	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,660.82
FD5276	12.25	Low Sugar	0.04	Canned	160.42	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,635.5
FD1231	11.31	Regular	0.049	Baking Goods	168.4	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,587.27
FD1387	13.26	Low Sugar	0.024	Breads	156.17	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,776.76
NC1071	10.74	No Sugar	0.173	Household	138.19	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,839.53
FD2625	12.45	Low Sugar	0.045	Frozen Foods	143.25	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,328.99
FD4982	13.17	Low Sugar	0.075	Fruits and Vegetables	185.03	OUT003	1,999	Medium	Tier 1	Departmental Store	4,347.91
NC7289	12.67	No Sugar	0.038	Health and Hygiene	150.51	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,529.29
FD6431	10.57	Regular	0.11	Fruits and Vegetables	143.36	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,907.64
NC177	16.75	No Sugar	0.043	Health and Hygiene	236.09	OUT003	1,999	Medium	Tier 1	Departmental Store	6,643.63
FD1067	14.47	Regular	0.01	Fruits and Vegetables	145.65	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,835.95
FD4186	11.67	Low Sugar	0.118	Canned	179.54	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,895.8
FD2557	13.32	Regular	0.007	Snack Foods	204.53	OUT001	1,987	High	Tier 2	Supermarket Type1	4,780.97
FD3537	11.09	Low Sugar	0.021	Fruits and Vegetables	120.78	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,562.86
FD6680	10.94	Low Sugar	0.138	Dairy	121.01	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,532.68
FD1810	13.86	Low Sugar	0.168	Snack Foods	181.28	OUT003	1,999	Medium	Tier 1	Departmental Store	4,426.73
FD4925	10.55	Low Sugar	0.15	Frozen Foods	132.82	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,688.24
FD636	11.44	Regular	0.027	Baking Goods	144.18	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,120.85
FD6554	13.17	Regular	0.047	Dairy	119.32	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,004.24
FD4235	14.88	Regular	0.099	Canned	146.81	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,951.97
FD5621	15.14	Low Sugar	0.052	Snack Foods	148.06	OUT001	1,987	High	Tier 2	Supermarket Type1	4,037.27
NC6961	13.99	No Sugar	0.076	Household	71.99	OUT002	1,998	Small	Tier 3	Food Mart	2,220.7
FD3834	8.57	Low Sugar	0.112	Meat	111.78	OUT002	1,998	Small	Tier 3	Food Mart	1,808.35
FD3342	13.29	Regular	0.126	Baking Goods	109.69	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,832.54
FD5895	13.49	Low Sugar	0.049	Fruits and Vegetables	152.38	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,751.07
FD32	15.92	Low Sugar	0.045	Canned	191.88	OUT003	1,999	Medium	Tier 1	Departmental Store	5,527.72
FD3673	12.16	Low Sugar	0.022	Fruits and Vegetables	171.91	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,849.96
DR1777	14.52	Low Sugar	0.054	Soft Drinks	184.39	OUT001	1,987	High	Tier 2	Supermarket Type1	4,638.79
FD5910	12.39	Regular	0.14	Breakfast	137.74	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,204.52
FD5844	14.61	Low Sugar	0.016	Dairy	141.97	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,792.19
FD2698	14.21	Low Sugar	0.025	Snack Foods	175.34	OUT003	1,999	Medium	Tier 1	Departmental Store	4,384.94
DR2126	7.82	reg	0.036	Hard Drinks	102.18	OUT002	1,998	Small	Tier 3	Food Mart	1,443.06
FD5045	12.28	Low Sugar	0.011	Snack Foods	127.58	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,971.03
FD6350	12	Low Sugar	0.097	Snack Foods	157.77	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,524.53
FD5701	7.03	Regular	0.088	Canned	129.3	OUT002	1,998	Small	Tier 3	Food Mart	1,820.35
FD478	13.39	Low Sugar	0.117	Dairy	151.09	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,135.61
FD8257	12.59	Low Sugar	0.031	Snack Foods	184.38	OUT003	1,999	Medium	Tier 1	Departmental Store	4,203.86
FD4414	12.45	Low Sugar	0.123	Meat	181.21	OUT001	1,987	High	Tier 2	Supermarket Type1	4,105.78
FD5724	15.03	Low Sugar	0.067	Canned	115.38	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,344.04
FD1111	14.91	Low Sugar	0.1	Meat	166.86	OUT003	1,999	Medium	Tier 1	Departmental Store	4,368.82
FD1874	13.91	Low Sugar	0.154	Meat	172.36	OUT003	1,999	Medium	Tier 1	Departmental Store	4,255.98
FD8319	14.2	Low Sugar	0.033	Fruits and Vegetables	135.22	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,561.93
DR1690	11.81	Low Sugar	0.1	Soft Drinks	180.62	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,950.16
FD7210	11.18	Low Sugar	0.036	Baking Goods	124.9	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,668.03
FD3784	7.03	Low Sugar	0.172	Snack Foods	99.01	OUT002	1,998	Small	Tier 3	Food Mart	1,200.1
FD8692	12.81	Low Sugar	0.025	Snack Foods	143.16	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,410.04
FD6194	10.94	Low Sugar	0.051	Frozen Foods	133.62	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,792.7
FD7301	13.87	Low Sugar	0.099	Snack Foods	116.18	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,097.16
NC7084	12.46	No Sugar	0.053	Others	155.15	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,575.15
NC2661	12.11	No Sugar	0.079	Health and Hygiene	132.74	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,037.57
FD8358	14.83	Regular	0.148	Baking Goods	181.27	OUT001	1,987	High	Tier 2	Supermarket Type1	4,645.4
DR7979	16.14	Low Sugar	0.112	Soft Drinks	198.44	OUT003	1,999	Medium	Tier 1	Departmental Store	5,293.66
FD6813	12.03	Regular	0.129	Snack Foods	100.64	OUT001	1,987	High	Tier 2	Supermarket Type1	2,362.36
FD7428	12.95	Regular	0.023	Meat	138.22	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,339.26
FD3324	14.57	Low Sugar	0.054	Snack Foods	143.73	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,818.92
FD576	11.17	Low Sugar	0.016	Meat	137.87	OUT004	2,009	Medium	Tier 2	Supermarket Type2	4,447.91
FD5131	12.95	Regular	0.076	Meat	155.55	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,695.51
FD4739	14.44	Regular	0.027	Meat	184.72	OUT001	1,987	High	Tier 2	Supermarket Type1	4,629.45
FD6685	14.34	Regular	0.021	Baking Goods	168.19	OUT003	1,999	Medium	Tier 1	Departmental Store	4,268.48
FD5982	16.76	Low Sugar	0.081	Starchy Foods	169.25	OUT003	1,999	Medium	Tier 1	Departmental Store	4,836.45
FD3384	12.76	Low Sugar	0.03	Fruits and Vegetables	146.66	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,470.1
DR7064	11.73	Regular	0.048	Soft Drinks	122.21	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,737.89
FD7133	14	Regular	0.042	Breakfast	165.12	OUT001	1,987	High	Tier 2	Supermarket Type1	4,128.66
NC4781	11.73	No Sugar	0.066	Household	137.3	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,044.77
DR4728	7.66	Low Sugar	0.068	Hard Drinks	74.61	OUT002	1,998	Small	Tier 3	Food Mart	842.74
FD4162	9.68	Regular	0.013	Canned	71.53	OUT002	1,998	Small	Tier 3	Food Mart	1,236.54
FD4166	16.72	Regular	0.128	Canned	160.17	OUT001	1,987	High	Tier 2	Supermarket Type1	4,642.35
FD5730	16.65	Low Sugar	0.026	Fruits and Vegetables	188.74	OUT003	1,999	Medium	Tier 1	Departmental Store	5,210.72
FD2382	14.8	Low Sugar	0.055	Snack Foods	130.36	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,597.04
FD8442	13.28	Regular	0.115	Meat	184.11	OUT003	1,999	Medium	Tier 1	Departmental Store	4,354.46
FD250	13.4	Low Sugar	0.047	Frozen Foods	178.15	OUT001	1,987	High	Tier 2	Supermarket Type1	3,020.84
FD7449	10.29	Low Sugar	0.121	Fruits and Vegetables	152.06	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,023.14
DR8079	11.29	Low Sugar	0.021	Hard Drinks	155.86	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,325.42
FD7272	15.59	Regular	0.05	Fruits and Vegetables	180.74	OUT001	1,987	High	Tier 2	Supermarket Type1	4,806.88
FD3469	11.18	Regular	0.046	Starchy Foods	102.45	OUT002	1,998	Small	Tier 3	Food Mart	2,207.51
FD5746	11.59	reg	0.091	Dairy	145.79	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,188.61
FD1829	14.62	Low Sugar	0.038	Dairy	231.55	OUT003	1,999	Medium	Tier 1	Departmental Store	5,627.68
FD8260	11.48	Low Sugar	0.07	Snack Foods	90.06	OUT002	1,998	Small	Tier 3	Food Mart	2,022.24
FD5863	12.49	Regular	0.077	Fruits and Vegetables	138.54	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,243.32
FD6792	10.57	Regular	0.121	Dairy	134.5	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,726.88
FD8029	13.49	Low Sugar	0.178	Fruits and Vegetables	184.74	OUT003	1,999	Medium	Tier 1	Departmental Store	4,414.76
NC1944	7.14	No Sugar	0.034	Health and Hygiene	82.6	OUT002	1,998	Small	Tier 3	Food Mart	889.12
FD31	11.38	Low Sugar	0.073	Meat	158.73	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,274.43
FD4457	9.62	Low Sugar	0.103	Meat	134.38	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,508.69
FD8321	11.69	Low Sugar	0.011	Canned	135.43	OUT004	2,009	Medium	Tier 2	Supermarket Type2	2,998.93
FD1040	15.24	Low Sugar	0.059	Baking Goods	141	OUT004	2,009	Medium	Tier 2	Supermarket Type2	3,913.45
FD4295	15.21	Low Sugar	0.157	Dairy	162.53	OUT003	1,999	Medium	Tier 1	Departmental Store	4,349.32
FD3355	9.63	Regular	0.162	Dairy	108.43	OUT002	1,998	Small	Tier 3	Food Mart	1,980.59

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