Datasets:

Raynard2
/

flash_sale_dataset

product_id string	category string	price int64	cost int64	discount_pct float64	units_sold int64	inventory_level int64	customer_segment string	flash_sale_time string	social_buzz int64	competitor_price float64	promo_slot string	urgency_flag int64
B200	Beauty	60	25	0.26	118	171	VIP	2024-03-23 21:00:00	47	57.25	middle	0
B200	Beauty	60	25	0.58	130	208	Returning	2024-03-22 14:00:00	98	52.56	top	0
D400	Fashion	50	15	0.59	174	242	New	2024-03-25 10:00:00	87	51.99	top	0
A100	Electronics	100	50	0.58	147	220	Returning	2024-03-28 19:00:00	96	90.69	top	1
C300	Home	90	35	0.55	94	137	New	2024-04-04 19:00:00	58	86.38	middle	1
C300	Home	90	35	0.36	105	160	Returning	2024-04-21 21:00:00	43	83.04	middle	1
B200	Beauty	60	25	0.49	160	222	New	2024-03-11 21:00:00	88	63.12	top	1
C300	Home	90	35	0.41	149	215	VIP	2024-04-23 21:00:00	36	91.14	middle	1
A100	Electronics	100	50	0.2	109	147	Returning	2024-03-26 19:00:00	56	103.55	middle	0
A100	Electronics	100	50	0.06	82	134	New	2024-04-04 10:00:00	39	103.21	middle	0
E500	Toys	40	12	0.47	107	164	New	2024-03-10 10:00:00	49	34.49	middle	0
B200	Beauty	60	25	0.54	119	175	Returning	2024-03-01 21:00:00	81	56.23	middle	0
B200	Beauty	60	25	0.22	154	235	New	2024-04-12 19:00:00	84	57.78	top	1
B200	Beauty	60	25	0.19	111	142	New	2024-03-17 19:00:00	42	61.93	middle	1
A100	Electronics	100	50	0.07	83	168	New	2024-04-06 19:00:00	75	109.56	top	0
A100	Electronics	100	50	0.25	89	177	Returning	2024-04-09 19:00:00	50	108.92	bottom	0
C300	Home	90	35	0.52	106	174	New	2024-04-07 14:00:00	58	95.58	middle	1
A100	Electronics	100	50	0.42	153	242	Returning	2024-04-28 14:00:00	71	94.84	bottom	1
B200	Beauty	60	25	0.1	136	219	VIP	2024-04-19 21:00:00	61	64.7	top	1
C300	Home	90	35	0.1	61	115	New	2024-03-25 21:00:00	33	88.39	middle	0
C300	Home	90	35	0.35	123	160	Returning	2024-03-14 19:00:00	62	93.48	top	1
C300	Home	90	35	0.22	130	210	Returning	2024-04-06 19:00:00	55	96.86	top	1
C300	Home	90	35	0.49	114	160	Returning	2024-04-19 19:00:00	75	97.43	top	0
C300	Home	90	35	0.57	101	190	VIP	2024-03-14 19:00:00	44	81.86	bottom	0
B200	Beauty	60	25	0.22	110	162	New	2024-04-22 14:00:00	69	60.05	top	0
C300	Home	90	35	0.21	69	124	New	2024-03-10 21:00:00	24	90.11	middle	0
B200	Beauty	60	25	0.39	105	166	New	2024-04-14 10:00:00	71	57.59	middle	0
C300	Home	90	35	0.35	134	223	New	2024-04-15 19:00:00	60	89.9	top	1
D400	Fashion	50	15	0.47	157	199	New	2024-03-15 19:00:00	55	47.66	bottom	1
D400	Fashion	50	15	0.23	156	247	Returning	2024-03-26 14:00:00	31	54.38	middle	1
C300	Home	90	35	0.08	125	218	VIP	2024-03-13 19:00:00	43	96.51	top	1
D400	Fashion	50	15	0.28	148	224	New	2024-03-28 19:00:00	67	50.61	top	0
C300	Home	90	35	0.59	74	113	New	2024-04-01 10:00:00	49	96.46	middle	0
D400	Fashion	50	15	0.19	102	133	New	2024-04-16 21:00:00	37	56.17	middle	0
B200	Beauty	60	25	0.4	115	177	Returning	2024-03-19 19:00:00	61	62.86	middle	0
D400	Fashion	50	15	0.16	121	158	New	2024-03-23 14:00:00	53	47.73	top	0
C300	Home	90	35	0.5	92	157	New	2024-04-24 14:00:00	49	88.12	middle	0
C300	Home	90	35	0.36	91	182	Returning	2024-03-24 21:00:00	35	84.79	middle	0
C300	Home	90	35	0.42	114	192	Returning	2024-03-16 14:00:00	38	80.7	bottom	0
D400	Fashion	50	15	0.55	156	201	New	2024-03-26 19:00:00	47	45.43	middle	0
D400	Fashion	50	15	0.23	191	229	Returning	2024-04-21 21:00:00	32	55.87	middle	1
B200	Beauty	60	25	0.53	124	182	Returning	2024-03-02 19:00:00	65	54.8	middle	0
B200	Beauty	60	25	0.37	120	210	VIP	2024-04-04 21:00:00	63	58.7	bottom	0
E500	Toys	40	12	0.28	141	231	VIP	2024-04-26 14:00:00	59	43.95	top	0
B200	Beauty	60	25	0.42	132	197	New	2024-03-06 19:00:00	82	60.34	top	0
E500	Toys	40	12	0.09	91	136	New	2024-03-22 14:00:00	25	40.25	middle	0
C300	Home	90	35	0.57	127	184	VIP	2024-04-04 19:00:00	48	98.04	middle	1
C300	Home	90	35	0.59	89	131	Returning	2024-03-16 19:00:00	58	81.87	middle	0
B200	Beauty	60	25	0.57	113	191	New	2024-03-18 19:00:00	74	59.13	middle	0
A100	Electronics	100	50	0.26	155	239	VIP	2024-03-01 21:00:00	75	108.83	top	1
E500	Toys	40	12	0.34	130	160	Returning	2024-03-10 21:00:00	48	35.2	middle	0
E500	Toys	40	12	0.16	122	185	VIP	2024-04-26 21:00:00	21	42.16	middle	1
E500	Toys	40	12	0.52	145	240	Returning	2024-03-15 19:00:00	51	34.7	middle	0
E500	Toys	40	12	0.13	85	166	New	2024-03-19 19:00:00	22	41.61	middle	0
D400	Fashion	50	15	0.55	134	232	New	2024-03-24 19:00:00	44	48.71	bottom	1
C300	Home	90	35	0.24	105	150	New	2024-04-23 19:00:00	56	88.74	top	1
B200	Beauty	60	25	0.43	135	185	New	2024-03-26 21:00:00	60	53.45	middle	1
B200	Beauty	60	25	0.3	119	195	New	2024-03-26 19:00:00	62	63.14	middle	0
E500	Toys	40	12	0.14	77	120	New	2024-03-20 10:00:00	31	41.7	bottom	0
E500	Toys	40	12	0.46	133	180	New	2024-03-11 14:00:00	42	37.26	middle	0
D400	Fashion	50	15	0.18	99	141	New	2024-04-22 19:00:00	39	52.24	middle	0
E500	Toys	40	12	0.25	104	175	Returning	2024-04-08 19:00:00	33	40.7	middle	0
B200	Beauty	60	25	0.54	107	198	Returning	2024-03-01 14:00:00	70	52.96	bottom	0
A100	Electronics	100	50	0.34	99	134	New	2024-04-11 21:00:00	66	99.81	bottom	0
B200	Beauty	60	25	0.45	149	197	Returning	2024-03-12 21:00:00	76	58.09	middle	1
C300	Home	90	35	0.18	98	130	New	2024-03-04 19:00:00	20	92.15	middle	1
A100	Electronics	100	50	0.3	106	150	Returning	2024-03-01 19:00:00	53	103.24	middle	0
D400	Fashion	50	15	0.24	155	218	VIP	2024-03-11 21:00:00	35	51.29	middle	0
E500	Toys	40	12	0.56	128	162	Returning	2024-04-14 10:00:00	86	38.32	top	0
B200	Beauty	60	25	0.34	102	163	New	2024-04-08 21:00:00	68	59.49	middle	0
E500	Toys	40	12	0.35	92	172	New	2024-03-14 19:00:00	36	40.52	bottom	0
C300	Home	90	35	0.4	96	161	New	2024-03-07 14:00:00	39	94.04	bottom	0
A100	Electronics	100	50	0.44	119	179	Returning	2024-04-27 14:00:00	70	106.93	middle	0
E500	Toys	40	12	0.12	74	130	New	2024-04-13 21:00:00	35	43.55	middle	0
A100	Electronics	100	50	0.35	77	118	New	2024-04-06 19:00:00	63	92.78	bottom	0
B200	Beauty	60	25	0.11	68	134	New	2024-03-04 21:00:00	43	64.82	bottom	0
D400	Fashion	50	15	0.47	132	182	New	2024-03-22 10:00:00	51	44.36	middle	0
A100	Electronics	100	50	0.51	100	138	New	2024-03-09 19:00:00	69	106.06	middle	0
E500	Toys	40	12	0.05	62	134	New	2024-04-07 19:00:00	24	45.3	bottom	0
C300	Home	90	35	0.19	72	127	Returning	2024-04-11 14:00:00	38	97.44	bottom	0
B200	Beauty	60	25	0.15	115	195	VIP	2024-03-08 14:00:00	57	61.19	bottom	0
E500	Toys	40	12	0.31	117	212	Returning	2024-04-15 19:00:00	69	36.21	top	0
A100	Electronics	100	50	0.36	107	191	New	2024-04-10 14:00:00	93	107.34	top	0
D400	Fashion	50	15	0.27	194	290	Returning	2024-03-22 14:00:00	44	54.03	middle	1
B200	Beauty	60	25	0.18	99	135	New	2024-04-16 14:00:00	49	58.03	middle	0
C300	Home	90	35	0.16	64	162	New	2024-03-01 14:00:00	38	91.55	middle	0
C300	Home	90	35	0.5	88	141	New	2024-04-09 10:00:00	56	96.13	middle	0
E500	Toys	40	12	0.32	131	226	VIP	2024-04-09 21:00:00	41	36.22	middle	0
E500	Toys	40	12	0.17	112	179	Returning	2024-03-23 19:00:00	21	42.43	middle	1
B200	Beauty	60	25	0.41	169	238	Returning	2024-03-06 14:00:00	80	59.21	top	1
B200	Beauty	60	25	0.42	118	212	New	2024-04-14 21:00:00	73	53.08	middle	0
E500	Toys	40	12	0.47	109	192	New	2024-04-07 21:00:00	39	36.17	middle	0
C300	Home	90	35	0.57	117	172	New	2024-04-03 19:00:00	70	82.42	top	1
A100	Electronics	100	50	0.09	70	143	Returning	2024-03-03 19:00:00	53	100.44	middle	0
A100	Electronics	100	50	0.37	81	118	New	2024-03-25 10:00:00	68	103.18	bottom	0
B200	Beauty	60	25	0.43	127	182	Returning	2024-03-09 14:00:00	69	52.53	middle	0
A100	Electronics	100	50	0.37	163	251	VIP	2024-03-21 19:00:00	69	104.9	bottom	1
E500	Toys	40	12	0.08	94	183	New	2024-04-03 19:00:00	51	38.62	top	0
E500	Toys	40	12	0.43	117	179	New	2024-03-04 21:00:00	50	36.41	middle	0
D400	Fashion	50	15	0.53	155	216	New	2024-04-13 19:00:00	68	43.2	top	0

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