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antitheft159
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_432market

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train · 1k rows

sale_id int64 1 1k	branch stringclasses 2 values	city stringclasses 3 values	customer_type stringclasses 2 values	gender stringclasses 2 values	product_name stringclasses 5 values	product_category stringclasses 5 values	unit_price float64 1.02 21	quantity int64 1 20	tax float64 0.08 28.4	total_price float64 1.21 434	reward_points int64 0 43
1	A	New York	Member	Male	Shampoo	Personal Care	5.5	3	1.16	17.66	1
2	B	Los Angeles	Normal	Female	Notebook	Stationery	2.75	10	1.93	29.43	0
3	A	New York	Member	Female	Apple	Fruits	1.2	15	1.26	19.26	1
4	A	Chicago	Normal	Male	Detergent	Household	7.8	5	2.73	41.73	0
5	B	Los Angeles	Member	Female	Orange Juice	Beverages	3.5	7	1.72	26.22	2
6	A	Chicago	Normal	Male	Shampoo	Stationery	11.24	9	7.08	108.24	0
7	A	Chicago	Normal	Male	Shampoo	Personal Care	10.71	1	0.75	11.46	0
8	B	Los Angeles	Normal	Female	Shampoo	Household	18.23	9	11.48	175.55	0
9	A	Chicago	Member	Female	Apple	Fruits	14.15	20	19.81	302.81	30
10	B	Los Angeles	Member	Male	Shampoo	Fruits	18.42	19	24.5	374.48	37
11	A	Chicago	Normal	Male	Detergent	Beverages	9.32	7	4.57	69.81	0
12	B	Los Angeles	Member	Male	Orange Juice	Household	6.89	12	5.79	88.47	8
13	A	New York	Normal	Female	Orange Juice	Household	3.29	4	0.92	14.08	0
14	B	Los Angeles	Member	Female	Apple	Fruits	8.81	5	3.08	47.13	4
15	B	Los Angeles	Normal	Female	Apple	Beverages	19.48	3	4.09	62.53	0
16	B	Los Angeles	Normal	Male	Notebook	Stationery	5.55	8	3.11	47.51	0
17	B	Los Angeles	Member	Female	Apple	Personal Care	2.13	2	0.3	4.56	0
18	B	Los Angeles	Normal	Male	Notebook	Fruits	13.26	15	13.92	212.82	0
19	A	New York	Member	Male	Apple	Beverages	19.59	2	2.74	41.92	4
20	A	Chicago	Normal	Male	Detergent	Personal Care	6.98	8	3.91	59.75	0
21	B	Los Angeles	Normal	Female	Shampoo	Personal Care	4.36	11	3.36	51.32	0
22	B	Los Angeles	Normal	Male	Orange Juice	Beverages	6.8	1	0.48	7.28	0
23	A	New York	Member	Female	Shampoo	Beverages	1.95	16	2.18	33.38	3
24	A	Chicago	Normal	Male	Apple	Fruits	19.05	2	2.67	40.77	0
25	B	Los Angeles	Member	Male	Detergent	Beverages	11.33	18	14.28	218.22	21
26	B	Los Angeles	Normal	Male	Notebook	Fruits	13.94	16	15.61	238.65	0
27	A	New York	Member	Male	Detergent	Household	9.55	2	1.34	20.44	2
28	A	New York	Member	Female	Detergent	Personal Care	16.46	17	19.59	299.41	29
29	B	Los Angeles	Member	Female	Shampoo	Stationery	12.3	17	14.64	223.74	22
30	A	Chicago	Member	Male	Orange Juice	Personal Care	12.37	15	12.99	198.54	19
31	A	Chicago	Member	Male	Shampoo	Fruits	3.7	3	0.78	11.88	1
32	A	New York	Member	Female	Orange Juice	Stationery	5.39	3	1.13	17.3	1
33	B	Los Angeles	Normal	Male	Notebook	Stationery	6.94	17	8.26	126.24	0
34	B	Los Angeles	Normal	Male	Orange Juice	Household	8.13	9	5.12	78.29	0
35	A	New York	Member	Male	Apple	Personal Care	13.42	2	1.88	28.72	2
36	A	New York	Member	Male	Detergent	Personal Care	13.14	15	13.8	210.9	21
37	B	Los Angeles	Member	Male	Shampoo	Fruits	11.14	16	12.48	190.72	19
38	B	Los Angeles	Member	Female	Notebook	Beverages	5.42	14	5.31	81.19	8
39	A	New York	Member	Female	Notebook	Beverages	15.34	15	16.11	246.21	24
40	A	New York	Normal	Female	Apple	Fruits	1.17	11	0.9	13.77	0
41	A	New York	Member	Female	Notebook	Household	10.8	10	7.56	115.56	11
42	A	New York	Normal	Male	Apple	Household	10.98	12	9.22	140.98	0
43	A	New York	Normal	Female	Notebook	Fruits	4.17	2	0.58	8.92	0
44	A	Chicago	Member	Male	Detergent	Fruits	20.13	2	2.82	43.08	4
45	B	Los Angeles	Member	Female	Shampoo	Household	15.73	8	8.81	134.65	13
46	A	New York	Member	Male	Shampoo	Fruits	15.95	8	8.93	136.53	13
47	A	New York	Normal	Male	Shampoo	Stationery	1.28	8	0.72	10.96	0
48	B	Los Angeles	Normal	Female	Detergent	Personal Care	9.98	20	13.97	213.57	0
49	B	Los Angeles	Normal	Female	Detergent	Fruits	6.31	2	0.88	13.5	0
50	A	Chicago	Normal	Female	Apple	Stationery	16.5	19	21.95	335.45	0
51	A	Chicago	Normal	Male	Detergent	Stationery	17.02	19	22.64	346.02	0
52	A	Chicago	Member	Male	Orange Juice	Fruits	11.16	5	3.91	59.71	5
53	B	Los Angeles	Normal	Female	Orange Juice	Fruits	19.06	1	1.33	20.39	0
54	A	New York	Normal	Female	Orange Juice	Fruits	4.68	14	4.59	70.11	0
55	B	Los Angeles	Member	Male	Notebook	Household	15.57	13	14.17	216.58	21
56	A	Chicago	Member	Male	Shampoo	Personal Care	19.86	10	13.9	212.5	21
57	A	Chicago	Member	Female	Orange Juice	Beverages	20.41	19	27.15	414.94	41
58	A	Chicago	Normal	Male	Notebook	Fruits	19.96	20	27.94	427.14	0
59	A	Chicago	Member	Male	Detergent	Stationery	15.48	20	21.67	331.27	33
60	A	Chicago	Member	Male	Notebook	Stationery	13.99	4	3.92	59.88	5
61	A	New York	Member	Male	Detergent	Household	9.39	2	1.31	20.09	2
62	A	Chicago	Member	Male	Orange Juice	Beverages	19.19	14	18.81	287.47	28
63	A	New York	Member	Male	Notebook	Stationery	12.73	19	16.93	258.8	25
64	A	Chicago	Member	Female	Detergent	Household	11.33	10	7.93	121.23	12
65	A	New York	Normal	Male	Orange Juice	Household	8.78	12	7.38	112.74	0
66	A	New York	Member	Male	Notebook	Personal Care	10.25	2	1.44	21.94	2
67	B	Los Angeles	Member	Male	Notebook	Stationery	10.47	8	5.86	89.62	8
68	A	New York	Normal	Female	Detergent	Fruits	6.75	1	0.47	7.22	0
69	A	Chicago	Member	Male	Apple	Personal Care	1.17	16	1.31	20.03	2
70	B	Los Angeles	Normal	Female	Shampoo	Stationery	2.77	14	2.71	41.49	0
71	A	Chicago	Normal	Male	Orange Juice	Stationery	12.83	2	1.8	27.46	0
72	A	New York	Normal	Female	Apple	Fruits	14.21	11	10.94	167.25	0
73	A	Chicago	Normal	Male	Detergent	Fruits	7.27	20	10.18	155.58	0
74	A	New York	Normal	Female	Shampoo	Stationery	20.27	2	2.84	43.38	0
75	A	New York	Normal	Male	Orange Juice	Fruits	8.62	11	6.64	101.46	0
76	A	New York	Normal	Male	Shampoo	Personal Care	19.14	8	10.72	163.84	0
77	B	Los Angeles	Normal	Female	Orange Juice	Stationery	10.16	10	7.11	108.71	0
78	A	Chicago	Normal	Male	Apple	Beverages	6.73	20	9.42	144.02	0
79	B	Los Angeles	Normal	Female	Notebook	Beverages	14.18	11	10.92	166.9	0
80	A	New York	Member	Male	Notebook	Stationery	16.6	16	18.59	284.19	28
81	A	Chicago	Normal	Female	Orange Juice	Household	13.36	20	18.7	285.9	0
82	A	Chicago	Member	Male	Orange Juice	Fruits	14.04	15	14.74	225.34	22
83	B	Los Angeles	Normal	Male	Orange Juice	Household	13.89	8	7.78	118.9	0
84	A	New York	Member	Female	Notebook	Beverages	17.56	10	12.29	187.89	18
85	A	Chicago	Normal	Female	Detergent	Household	3.79	13	3.45	52.72	0
86	B	Los Angeles	Normal	Male	Orange Juice	Beverages	5	10	3.5	53.5	0
87	A	Chicago	Member	Female	Shampoo	Fruits	2.74	2	0.38	5.86	0
88	A	New York	Normal	Female	Orange Juice	Stationery	13.87	8	7.77	118.73	0
89	A	Chicago	Normal	Male	Detergent	Beverages	19.61	2	2.75	41.97	0
90	B	Los Angeles	Normal	Male	Notebook	Household	10.71	10	7.5	114.6	0
91	A	Chicago	Member	Female	Orange Juice	Household	18.57	3	3.9	59.61	5
92	B	Los Angeles	Member	Male	Notebook	Personal Care	19.1	2	2.67	40.87	4
93	A	New York	Member	Female	Apple	Stationery	10.03	12	8.43	128.79	12
94	B	Los Angeles	Member	Female	Orange Juice	Fruits	5.65	9	3.56	54.41	5
95	B	Los Angeles	Normal	Female	Shampoo	Stationery	18.04	9	11.37	173.73	0
96	A	New York	Member	Male	Apple	Beverages	6.9	1	0.48	7.38	0
97	B	Los Angeles	Member	Male	Orange Juice	Beverages	18.78	17	22.35	341.61	34
98	B	Los Angeles	Normal	Male	Notebook	Personal Care	15.55	3	3.27	49.92	0
99	A	New York	Normal	Male	Detergent	Fruits	15.25	17	18.15	277.4	0
100	A	Chicago	Member	Male	Notebook	Beverages	10.62	18	13.38	204.54	20