Split (1)

train · 350 rows

Customer ID int64 101 450	Gender stringclasses 2 values	Age int64 26 43	City stringclasses 6 values	Membership Type stringclasses 3 values	Total Spend float64 411 1.52k	Items Purchased int64 7 21	Average Rating float64 3 4.9	Discount Applied bool 2 classes	Days Since Last Purchase int64 9 63	Satisfaction Level stringclasses 3 values
101	Female	29	New York	Gold	1,120.2	14	4.6	true	25	Satisfied
102	Male	34	Los Angeles	Silver	780.5	11	4.1	false	18	Neutral
103	Female	43	Chicago	Bronze	510.75	9	3.4	true	42	Unsatisfied
104	Male	30	San Francisco	Gold	1,480.3	19	4.7	false	12	Satisfied
105	Male	27	Miami	Silver	720.4	13	4	true	55	Unsatisfied
106	Female	37	Houston	Bronze	440.8	8	3.1	false	22	Neutral
107	Female	31	New York	Gold	1,150.6	15	4.5	true	28	Satisfied
108	Male	35	Los Angeles	Silver	800.9	12	4.2	false	14	Neutral
109	Female	41	Chicago	Bronze	495.25	10	3.6	true	40	Unsatisfied
110	Male	28	San Francisco	Gold	1,520.1	21	4.8	false	9	Satisfied
111	Male	32	Miami	Silver	690.3	11	3.8	true	34	Unsatisfied
112	Female	36	Houston	Bronze	470.5	7	3.2	false	20	Neutral
113	Female	30	New York	Gold	1,200.8	16	4.3	true	21	Satisfied
114	Male	33	Los Angeles	Silver	820.75	13	4.4	false	15	Satisfied
115	Female	42	Chicago	Bronze	530.4	9	3.5	true	38	Unsatisfied
116	Male	29	San Francisco	Gold	1,360.2	18	4.9	false	11	Satisfied
117	Male	26	Miami	Silver	700.6	12	3.7	true	48	Unsatisfied
118	Female	38	Houston	Bronze	450.9	8	3	false	25	Neutral
119	Female	32	New York	Gold	1,170.3	14	4.7	true	29	Satisfied
120	Male	34	Los Angeles	Silver	790.2	11	4	false	16	Neutral
121	Female	43	Chicago	Bronze	505.75	10	3.3	true	41	Unsatisfied
122	Male	30	San Francisco	Gold	1,470.5	20	4.8	false	13	Satisfied
123	Male	27	Miami	Silver	710.4	13	4.1	true	54	Unsatisfied
124	Female	37	Houston	Bronze	430.8	7	3.4	false	23	Neutral
125	Female	31	New York	Gold	1,140.6	15	4.6	true	27	Satisfied
126	Male	35	Los Angeles	Silver	810.9	12	4.3	false	13	Neutral
127	Female	41	Chicago	Bronze	485.25	9	3.6	true	39	Unsatisfied
128	Male	28	San Francisco	Gold	1,500.1	21	4.9	false	10	Satisfied
129	Male	32	Miami	Silver	670.3	10	3.8	true	33	Unsatisfied
130	Female	36	Houston	Bronze	460.5	8	3.1	false	19	Neutral
131	Female	30	New York	Gold	1,190.8	16	4.5	true	20	Satisfied
132	Male	33	Los Angeles	Silver	830.75	13	4.2	false	14	Satisfied
133	Female	42	Chicago	Bronze	520.4	9	3.5	true	37	Unsatisfied
134	Male	29	San Francisco	Gold	1,370.2	18	4.7	false	10	Satisfied
135	Male	26	Miami	Silver	690.6	12	3.9	true	47	Unsatisfied
136	Female	38	Houston	Bronze	440.9	8	3.2	false	24	Neutral
137	Female	32	New York	Gold	1,160.3	14	4.4	true	22	Satisfied
138	Male	34	Los Angeles	Silver	800.2	11	4.1	false	17	Neutral
139	Female	43	Chicago	Bronze	500.75	10	3.3	true	40	Unsatisfied
140	Male	30	San Francisco	Gold	1,460.5	20	4.8	false	12	Satisfied
141	Male	27	Miami	Silver	700.4	13	4	true	53	Unsatisfied
142	Female	37	Houston	Bronze	420.8	7	3.1	false	21	Neutral
143	Female	31	New York	Gold	1,130.6	15	4.5	true	26	Satisfied
144	Male	35	Los Angeles	Silver	820.9	12	4.3	false	12	Neutral
145	Female	41	Chicago	Bronze	480.25	9	3.6	true	38	Unsatisfied
146	Male	28	San Francisco	Gold	1,490.1	21	4.9	false	9	Satisfied
147	Male	32	Miami	Silver	680.3	10	3.8	true	32	Unsatisfied
148	Female	36	Houston	Bronze	470.5	8	3	false	18	Neutral
149	Female	30	New York	Gold	1,180.8	16	4.7	true	19	Satisfied
150	Male	34	Los Angeles	Silver	790.2	11	4	false	15	Neutral
151	Female	43	Chicago	Bronze	505.75	10	3.3	true	39	Unsatisfied
152	Male	30	San Francisco	Gold	1,470.5	20	4.8	false	13	Satisfied
153	Male	27	Miami	Silver	710.4	13	4.1	true	54	Unsatisfied
154	Female	37	Houston	Bronze	430.8	7	3.4	false	23	Neutral
155	Female	31	New York	Gold	1,140.6	15	4.6	true	27	Satisfied
156	Male	35	Los Angeles	Silver	810.9	12	4.3	false	13	Neutral
157	Female	41	Chicago	Bronze	485.25	9	3.6	true	39	Unsatisfied
158	Male	28	San Francisco	Gold	1,500.1	21	4.9	false	10	Satisfied
159	Male	32	Miami	Silver	670.3	10	3.8	true	33	Unsatisfied
160	Female	36	Houston	Bronze	460.5	8	3.1	false	19	Neutral
161	Female	30	New York	Gold	1,190.8	16	4.5	true	20	Satisfied
162	Male	33	Los Angeles	Silver	830.75	13	4.2	false	14	Satisfied
163	Female	42	Chicago	Bronze	520.4	9	3.5	true	37	Unsatisfied
164	Male	29	San Francisco	Gold	1,370.2	18	4.7	false	10	Satisfied
165	Male	26	Miami	Silver	690.6	12	3.9	true	47	Unsatisfied
166	Female	38	Houston	Bronze	440.9	8	3.2	false	24	Neutral
167	Female	32	New York	Gold	1,160.3	14	4.4	true	22	Satisfied
168	Male	34	Los Angeles	Silver	800.2	11	4.1	false	17	Neutral
169	Female	43	Chicago	Bronze	500.75	10	3.3	true	40	Unsatisfied
170	Male	30	San Francisco	Gold	1,460.5	20	4.8	false	12	Satisfied
171	Male	27	Miami	Silver	700.4	13	4	true	53	Unsatisfied
172	Female	37	Houston	Bronze	420.8	7	3.1	false	21	null
173	Female	31	New York	Gold	1,130.6	15	4.5	true	26	Satisfied
174	Male	35	Los Angeles	Silver	820.9	12	4.3	false	12	Neutral
175	Female	41	Chicago	Bronze	480.25	9	3.6	true	38	Unsatisfied
176	Male	28	San Francisco	Gold	1,490.1	21	4.9	false	9	Satisfied
177	Male	32	Miami	Silver	680.3	10	3.8	true	32	Unsatisfied
178	Female	36	Houston	Bronze	470.5	8	3	false	18	Neutral
179	Female	30	New York	Gold	1,180.8	16	4.7	true	19	Satisfied
180	Male	34	Los Angeles	Silver	790.2	11	4	false	15	Neutral
181	Female	43	Chicago	Bronze	505.75	10	3.3	true	39	Unsatisfied
182	Male	30	San Francisco	Gold	1,470.5	20	4.8	false	13	Satisfied
183	Male	27	Miami	Silver	710.4	13	4.1	true	54	Unsatisfied
184	Female	37	Houston	Bronze	430.8	7	3.4	false	23	Neutral
185	Female	31	New York	Gold	1,140.6	15	4.6	true	27	Satisfied
186	Male	35	Los Angeles	Silver	810.9	12	4.3	false	13	Neutral
187	Female	41	Chicago	Bronze	485.25	9	3.6	true	39	Unsatisfied
188	Male	28	San Francisco	Gold	1,500.1	21	4.9	false	10	Satisfied
189	Male	32	Miami	Silver	670.3	10	3.8	true	33	Unsatisfied
190	Female	36	Houston	Bronze	460.5	8	3.1	false	19	Neutral
191	Female	30	New York	Gold	1,190.8	16	4.5	true	20	Satisfied
192	Male	33	Los Angeles	Silver	830.75	13	4.2	false	14	Satisfied
193	Female	42	Chicago	Bronze	520.4	9	3.5	true	37	Unsatisfied
194	Male	29	San Francisco	Gold	1,370.2	18	4.7	false	10	Satisfied
195	Male	26	Miami	Silver	690.6	12	3.9	true	47	Unsatisfied
196	Female	38	Houston	Bronze	440.9	8	3.2	false	24	Neutral
197	Female	32	New York	Gold	1,160.3	14	4.4	true	22	Satisfied
198	Male	34	Los Angeles	Silver	800.2	11	4.1	false	17	Neutral
199	Female	43	Chicago	Bronze	500.75	10	3.3	true	40	Unsatisfied
200	Male	30	San Francisco	Gold	1,460.5	20	4.8	false	12	Satisfied

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