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Shoriful025
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Inventory-Risk

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train · 31 rows

SaleID stringlengths 8 8	Date stringdate 2024-01-05 00:00:00 2024-10-10 00:00:00	Region stringclasses 4 values	ProductCategory stringclasses 4 values	SKU stringlengths 10 10	UnitsSold int64 5 500	Revenue_USD float64 450 42.9k	Inventory_Level int64 20 1.2k	DaysSinceLastRestock int64 3 120	ShippingCost_USD float64 3.5 45	CustomerRating_Avg float64 4 5	PromotionApplied bool 2 classes	Season stringclasses 4 values	InventoryRiskScore float64 0.02 0.98
ECOM1001	2024-01-05	North America	Electronics	EL-LAP-001	45	34,995	120	15	12.5	4.6	false	Winter	0.25
ECOM1002	2024-01-05	Europe	Apparel	AP-TEE-012	180	3,600	500	7	8	4.2	true	Winter	0.1
ECOM1003	2024-01-06	Asia	Home Goods	HG-MUG-045	75	937.5	90	30	5.5	4.8	false	Winter	0.65
ECOM1004	2024-01-06	North America	Electronics	EL-CAM-005	15	18,750	40	60	15	4.5	false	Winter	0.8
ECOM1005	2024-01-07	South America	Beauty	BE-CRE-022	90	2,700	300	10	7.2	4.7	true	Winter	0.15
ECOM1006	2024-01-07	Europe	Electronics	EL-TAB-003	60	17,994	150	20	10	4.1	false	Winter	0.3
ECOM1007	2024-01-08	Asia	Apparel	AP-JEA-007	210	8,400	600	5	6.5	4.3	true	Winter	0.08
ECOM1008	2024-01-08	North America	Home Goods	HG-SOF-010	5	5,000	20	90	45	4.9	false	Winter	0.95
ECOM1009	2024-01-09	Europe	Beauty	BE-SHA-009	110	1,650	450	12	7.5	4.4	false	Winter	0.12
ECOM1010	2024-01-09	Asia	Electronics	EL-ACC-050	300	4,500	1,000	3	4	4.6	true	Winter	0.05
ECOM1011	2024-02-15	North America	Apparel	AP-SWE-033	120	4,800	250	25	9.5	4	true	Winter	0.4
ECOM1012	2024-02-16	Europe	Home Goods	HG-KIT-020	40	1,200	70	50	11	4.7	false	Winter	0.7
ECOM1013	2024-02-17	South America	Electronics	EL-DRN-011	20	10,000	50	10	18	4.8	false	Winter	0.2
ECOM1014	2024-02-18	Asia	Apparel	AP-HAT-060	500	5,000	1,200	6	3.5	4.1	true	Winter	0.02
ECOM1015	2024-03-01	North America	Beauty	BE-MAS-001	80	4,000	150	45	6	4.9	false	Spring	0.55
ECOM1016	2024-03-02	Europe	Electronics	EL-SMT-008	95	7,600	220	18	8.5	4.5	true	Spring	0.28
ECOM1017	2024-03-03	Asia	Home Goods	HG-LAM-015	30	1,500	60	75	10.5	4.3	false	Spring	0.85
ECOM1018	2024-03-04	North America	Apparel	AP-SHI-002	150	6,750	350	14	9	4.6	true	Spring	0.18
ECOM1019	2024-04-10	Europe	Beauty	BE-PER-030	25	2,500	80	35	7.8	4.7	false	Spring	0.45
ECOM1020	2024-04-11	Asia	Electronics	EL-SPE-025	100	5,000	180	28	5.8	4.2	false	Spring	0.35
ECOM1021	2024-05-01	North America	Home Goods	HG-TAB-004	10	1,200	30	120	22	5	false	Spring	0.98
ECOM1022	2024-05-02	South America	Apparel	AP-SHO-055	70	3,500	160	20	10	4.4	true	Spring	0.32
ECOM1023	2024-06-15	Europe	Electronics	EL-MON-019	35	4,900	90	40	13.5	4.6	false	Summer	0.6
ECOM1024	2024-06-16	Asia	Beauty	BE-SUN-018	220	3,300	400	10	4.5	4.8	true	Summer	0.11
ECOM1025	2024-07-01	North America	Apparel	AP-DRE-001	90	9,000	200	7	8	4.5	true	Summer	0.15
ECOM1026	2024-07-02	Europe	Home Goods	HG-GAR-030	15	450	50	65	15	4	false	Summer	0.75
ECOM1027	2024-08-05	Asia	Electronics	EL-WIR-040	150	2,250	300	15	5	4.7	false	Summer	0.2
ECOM1028	2024-08-06	South America	Beauty	BE-OIL-010	60	1,800	120	30	6.8	4.3	false	Summer	0.42
ECOM1029	2024-09-01	North America	Electronics	EL-LAP-001	55	42,945	110	7	12	4.9	true	Autumn	0.19
ECOM1030	2024-09-02	Europe	Apparel	AP-COA-025	80	16,000	150	22	11.5	4.6	false	Autumn	0.38
ECOM1031	2024-10-10	Asia	Home Goods	HG-VAC-003	25	5,000	75	40	13	4.5	true	Autumn	0.5

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