Datasets:

jason1966
/

ailearner-researchlab_big-mart-sales-prediction-beginners-choice

Item_Identifier stringlengths 5 5	Item_Weight float64 4.56 21.4 ⌀	Item_Fat_Content stringclasses 5 values	Item_Visibility float64 0 0.33	Item_Type stringclasses 16 values	Item_MRP float64 31.3 267	Outlet_Identifier stringclasses 10 values	Outlet_Establishment_Year int64 1.99k 2.01k	Outlet_Size stringclasses 3 values	Outlet_Location_Type stringclasses 3 values	Outlet_Type stringclasses 4 values	Item_Outlet_Sales float64 33.3 13.1k
FDA15	9.3	Low Fat	0.016047	Dairy	249.8092	OUT049	1,999	Medium	Tier 1	Supermarket Type1	3,735.138
DRC01	5.92	Regular	0.019278	Soft Drinks	48.2692	OUT018	2,009	Medium	Tier 3	Supermarket Type2	443.4228
FDN15	17.5	Low Fat	0.01676	Meat	141.618	OUT049	1,999	Medium	Tier 1	Supermarket Type1	2,097.27
FDX07	19.2	Regular	0	Fruits and Vegetables	182.095	OUT010	1,998	null	Tier 3	Grocery Store	732.38
NCD19	8.93	Low Fat	0	Household	53.8614	OUT013	1,987	High	Tier 3	Supermarket Type1	994.7052
FDP36	10.395	Regular	0	Baking Goods	51.4008	OUT018	2,009	Medium	Tier 3	Supermarket Type2	556.6088
FDO10	13.65	Regular	0.012741	Snack Foods	57.6588	OUT013	1,987	High	Tier 3	Supermarket Type1	343.5528
FDP10	null	Low Fat	0.12747	Snack Foods	107.7622	OUT027	1,985	Medium	Tier 3	Supermarket Type3	4,022.7636
FDH17	16.2	Regular	0.016687	Frozen Foods	96.9726	OUT045	2,002	null	Tier 2	Supermarket Type1	1,076.5986
FDU28	19.2	Regular	0.09445	Frozen Foods	187.8214	OUT017	2,007	null	Tier 2	Supermarket Type1	4,710.535
FDY07	11.8	Low Fat	0	Fruits and Vegetables	45.5402	OUT049	1,999	Medium	Tier 1	Supermarket Type1	1,516.0266
FDA03	18.5	Regular	0.045464	Dairy	144.1102	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,187.153
FDX32	15.1	Regular	0.100014	Fruits and Vegetables	145.4786	OUT049	1,999	Medium	Tier 1	Supermarket Type1	1,589.2646
FDS46	17.6	Regular	0.047257	Snack Foods	119.6782	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,145.2076
FDF32	16.35	Low Fat	0.068024	Fruits and Vegetables	196.4426	OUT013	1,987	High	Tier 3	Supermarket Type1	1,977.426
FDP49	9	Regular	0.069089	Breakfast	56.3614	OUT046	1,997	Small	Tier 1	Supermarket Type1	1,547.3192
NCB42	11.8	Low Fat	0.008596	Health and Hygiene	115.3492	OUT018	2,009	Medium	Tier 3	Supermarket Type2	1,621.8888
FDP49	9	Regular	0.069196	Breakfast	54.3614	OUT049	1,999	Medium	Tier 1	Supermarket Type1	718.3982
DRI11	null	Low Fat	0.034238	Hard Drinks	113.2834	OUT027	1,985	Medium	Tier 3	Supermarket Type3	2,303.668
FDU02	13.35	Low Fat	0.102492	Dairy	230.5352	OUT035	2,004	Small	Tier 2	Supermarket Type1	2,748.4224
FDN22	18.85	Regular	0.13819	Snack Foods	250.8724	OUT013	1,987	High	Tier 3	Supermarket Type1	3,775.086
FDW12	null	Regular	0.0354	Baking Goods	144.5444	OUT027	1,985	Medium	Tier 3	Supermarket Type3	4,064.0432
NCB30	14.6	Low Fat	0.025698	Household	196.5084	OUT035	2,004	Small	Tier 2	Supermarket Type1	1,587.2672
FDC37	null	Low Fat	0.057557	Baking Goods	107.6938	OUT019	1,985	Small	Tier 1	Grocery Store	214.3876
FDR28	13.85	Regular	0.025896	Frozen Foods	165.021	OUT046	1,997	Small	Tier 1	Supermarket Type1	4,078.025
NCD06	13	Low Fat	0.099887	Household	45.906	OUT017	2,007	null	Tier 2	Supermarket Type1	838.908
FDV10	7.645	Regular	0.066693	Snack Foods	42.3112	OUT035	2,004	Small	Tier 2	Supermarket Type1	1,065.28
DRJ59	11.65	low fat	0.019356	Hard Drinks	39.1164	OUT013	1,987	High	Tier 3	Supermarket Type1	308.9312
FDE51	5.925	Regular	0.161467	Dairy	45.5086	OUT010	1,998	null	Tier 3	Grocery Store	178.4344
FDC14	null	Regular	0.072222	Canned	43.6454	OUT019	1,985	Small	Tier 1	Grocery Store	125.8362
FDV38	19.25	Low Fat	0.170349	Dairy	55.7956	OUT010	1,998	null	Tier 3	Grocery Store	163.7868
NCS17	18.6	Low Fat	0.080829	Health and Hygiene	96.4436	OUT018	2,009	Medium	Tier 3	Supermarket Type2	2,741.7644
FDP33	18.7	Low Fat	0	Snack Foods	256.6672	OUT018	2,009	Medium	Tier 3	Supermarket Type2	3,068.0064
FDO23	17.85	Low Fat	0	Breads	93.1436	OUT045	2,002	null	Tier 2	Supermarket Type1	2,174.5028
DRH01	17.5	Low Fat	0.097904	Soft Drinks	174.8738	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,085.2856
NCX29	10	Low Fat	0.089291	Health and Hygiene	146.7102	OUT049	1,999	Medium	Tier 1	Supermarket Type1	3,791.0652
FDV20	null	Regular	0.059512	Fruits and Vegetables	128.0678	OUT027	1,985	Medium	Tier 3	Supermarket Type3	2,797.6916
DRZ11	8.85	Regular	0.113124	Soft Drinks	122.5388	OUT018	2,009	Medium	Tier 3	Supermarket Type2	1,609.9044
FDX10	null	Regular	0.123111	Snack Foods	36.9874	OUT027	1,985	Medium	Tier 3	Supermarket Type3	388.1614
FDB34	null	Low Fat	0.026481	Snack Foods	87.6198	OUT027	1,985	Medium	Tier 3	Supermarket Type3	2,180.495
FDU02	13.35	Low Fat	0.102512	Dairy	230.6352	OUT046	1,997	Small	Tier 1	Supermarket Type1	3,435.528
FDK43	9.8	Low Fat	0.026818	Meat	126.002	OUT013	1,987	High	Tier 3	Supermarket Type1	2,150.534
FDA46	13.6	Low Fat	0.117818	Snack Foods	192.9136	OUT049	1,999	Medium	Tier 1	Supermarket Type1	2,527.3768
FDC02	21.35	Low Fat	0.069103	Canned	259.9278	OUT018	2,009	Medium	Tier 3	Supermarket Type2	6,768.5228
FDL50	12.15	Regular	0.042278	Canned	126.5046	OUT013	1,987	High	Tier 3	Supermarket Type1	373.5138
FDM39	6.42	LF	0.089499	Dairy	178.1002	OUT010	1,998	null	Tier 3	Grocery Store	358.2004
NCP05	19.6	Low Fat	0	Health and Hygiene	153.3024	OUT045	2,002	null	Tier 2	Supermarket Type1	2,428.8384
FDV49	10	Low Fat	0.02588	Canned	265.2226	OUT045	2,002	null	Tier 2	Supermarket Type1	5,815.0972
FDL12	15.85	Regular	0.121633	Baking Goods	60.622	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,576.646
FDS02	null	Regular	0.255395	Dairy	196.8794	OUT019	1,985	Small	Tier 1	Grocery Store	780.3176
NCL17	7.39	Low Fat	0.06778	Health and Hygiene	143.8812	OUT046	1,997	Small	Tier 1	Supermarket Type1	3,134.5864
FDM40	10.195	Low Fat	0.159804	Frozen Foods	141.5154	OUT013	1,987	High	Tier 3	Supermarket Type1	850.8924
FDR13	9.895	Regular	0.028697	Canned	117.0492	OUT013	1,987	High	Tier 3	Supermarket Type1	810.9444
FDA43	10.895	Low Fat	0.065042	Fruits and Vegetables	196.3794	OUT017	2,007	null	Tier 2	Supermarket Type1	3,121.2704
NCP18	12.15	Low Fat	0.02876	Household	151.4708	OUT017	2,007	null	Tier 2	Supermarket Type1	4,815.0656
FDK21	7.905	Low Fat	0.010053	Snack Foods	249.0408	OUT018	2,009	Medium	Tier 3	Supermarket Type2	6,258.52
NCX54	9.195	Low Fat	0.048157	Household	106.1622	OUT045	2,002	null	Tier 2	Supermarket Type1	2,117.244
DRK35	8.365	Low Fat	0.071958	Hard Drinks	38.0506	OUT049	1,999	Medium	Tier 1	Supermarket Type1	796.9626
FDY21	15.1	Low Fat	0.173481	Snack Foods	194.511	OUT046	1,997	Small	Tier 1	Supermarket Type1	4,910.275
FDI26	null	Low Fat	0.061082	Canned	180.0344	OUT019	1,985	Small	Tier 1	Grocery Store	892.172
FDM20	10	Low Fat	0	Fruits and Vegetables	246.9144	OUT018	2,009	Medium	Tier 3	Supermarket Type2	3,185.1872
FDV27	7.97	Regular	0.040071	Meat	87.3514	OUT045	2,002	null	Tier 2	Supermarket Type1	1,062.6168
FDF09	null	Low Fat	0.01209	Fruits and Vegetables	38.2848	OUT027	1,985	Medium	Tier 3	Supermarket Type3	484.7024
FDY40	null	Regular	0.150286	Frozen Foods	51.0692	OUT019	1,985	Small	Tier 1	Grocery Store	147.8076
FDY45	null	Low Fat	0.026016	Snack Foods	255.8356	OUT027	1,985	Medium	Tier 3	Supermarket Type3	2,543.356
FDC46	17.7	LF	0.195068	Snack Foods	185.4266	OUT010	1,998	null	Tier 3	Grocery Store	184.4266
FDH19	19.35	Low Fat	0.033082	Meat	172.5738	OUT035	2,004	Small	Tier 2	Supermarket Type1	4,865.6664
FDZ03	13.65	Regular	0.078946	Dairy	186.024	OUT045	2,002	null	Tier 2	Supermarket Type1	1,118.544
DRH37	17.6	Low Fat	0.041701	Soft Drinks	164.8526	OUT045	2,002	null	Tier 2	Supermarket Type1	2,302.3364
NCI17	8.645	Low Fat	0.143423	Health and Hygiene	95.841	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,027.361
FDJ58	15.6	Regular	0.105296	Snack Foods	170.1764	OUT046	1,997	Small	Tier 1	Supermarket Type1	3,435.528
FDL12	15.85	Regular	0.121532	Baking Goods	59.222	OUT013	1,987	High	Tier 3	Supermarket Type1	599.22
FDH35	18.25	Low Fat	0	Starchy Foods	164.7526	OUT045	2,002	null	Tier 2	Supermarket Type1	4,604.6728
FDG02	7.855	Low Fat	0.011325	Canned	189.6188	OUT017	2,007	null	Tier 2	Supermarket Type1	2,285.0256
NCZ18	7.825	low fat	0.186357	Household	254.3698	OUT049	1,999	Medium	Tier 1	Supermarket Type1	5,580.7356
FDC29	8.39	Regular	0.024206	Frozen Foods	114.0176	OUT046	1,997	Small	Tier 1	Supermarket Type1	2,290.352
FDQ10	12.85	Low Fat	0.033231	Snack Foods	172.3422	OUT049	1,999	Medium	Tier 1	Supermarket Type1	1,207.0954
FDN48	null	Low Fat	0.11372	Baking Goods	89.9804	OUT019	1,985	Small	Tier 1	Grocery Store	643.1628
FDL04	19	Low Fat	0.112557	Frozen Foods	104.9622	OUT017	2,007	null	Tier 2	Supermarket Type1	1,587.933
FDV25	5.905	Low Fat	0	Canned	222.5456	OUT045	2,002	null	Tier 2	Supermarket Type1	5,305.0944
FDD58	7.76	Low Fat	0.059352	Snack Foods	101.87	OUT046	1,997	Small	Tier 1	Supermarket Type1	1,697.79
FDN04	11.8	reg	0.014087	Frozen Foods	180.3344	OUT046	1,997	Small	Tier 1	Supermarket Type1	1,427.4752
FDV45	16.75	low fat	0.045231	Snack Foods	187.9556	OUT018	2,009	Medium	Tier 3	Supermarket Type2	4,693.89
NCL18	null	Low Fat	0.293418	Household	194.6136	OUT019	1,985	Small	Tier 1	Grocery Store	583.2408
FDR12	null	Regular	0.031382	Baking Goods	171.3764	OUT027	1,985	Medium	Tier 3	Supermarket Type3	3,091.9752
FDG20	15.5	Regular	0.126399	Fruits and Vegetables	177.0028	OUT017	2,007	null	Tier 2	Supermarket Type1	2,479.4392
FDZ55	6.055	Low Fat	0.025404	Fruits and Vegetables	160.992	OUT035	2,004	Small	Tier 2	Supermarket Type1	2,716.464
FDQ49	null	Regular	0.039058	Breakfast	155.963	OUT027	1,985	Medium	Tier 3	Supermarket Type3	3,285.723
FDN33	6.305	Regular	0.123116	Snack Foods	95.6436	OUT046	1,997	Small	Tier 1	Supermarket Type1	661.8052
FDN27	20.85	Low Fat	0.039624	Meat	117.2808	OUT049	1,999	Medium	Tier 1	Supermarket Type1	1,523.3504
FDW20	20.75	Low Fat	0.040421	Fruits and Vegetables	122.173	OUT010	1,998	null	Tier 3	Grocery Store	369.519
DRG27	8.895	Low Fat	0.105274	Dairy	39.9138	OUT049	1,999	Medium	Tier 1	Supermarket Type1	690.4346
DRI25	19.6	Low Fat	0.03397	Soft Drinks	55.1614	OUT045	2,002	null	Tier 2	Supermarket Type1	1,381.535
FDA44	19.7	Low Fat	0.053213	Fruits and Vegetables	57.893	OUT035	2,004	Small	Tier 2	Supermarket Type1	622.523
NCR17	9.8	Low Fat	0.024379	Health and Hygiene	114.5492	OUT035	2,004	Small	Tier 2	Supermarket Type1	1,274.3412
FDU04	null	Low Fat	0.009715	Frozen Foods	120.0414	OUT019	1,985	Small	Tier 1	Grocery Store	487.3656
FDF41	12.15	Low Fat	0.131384	Frozen Foods	246.046	OUT049	1,999	Medium	Tier 1	Supermarket Type1	1,231.73
FDB56	8.75	Regular	0.074613	Fruits and Vegetables	187.4556	OUT035	2,004	Small	Tier 2	Supermarket Type1	3,755.112
NCP18	null	Low Fat	0.02846	Household	149.9708	OUT027	1,985	Medium	Tier 3	Supermarket Type3	4,363.6532
FDB56	8.75	Regular	0.074627	Fruits and Vegetables	187.8556	OUT046	1,997	Small	Tier 1	Supermarket Type1	1,314.2892

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Big Mart Sales: Data Science Practice Dataset

Comprehensive retail dataset for learning Data Science: From NumPy to Matplotlib

Dataset Info

Source: Kaggle
Original Size: 0.20 MB
Kaggle Downloads: 668
Files: 1

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big_mart_sales.csv

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