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antitheft159
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creditcarddataanalysis

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train · 400 rows

ID int64 1 400	Income float64 10.4 187	Limit int64 855 13.9k	Rating int64 93 982	Cards int64 1 9	Age int64 23 98	Education int64 5 20	Gender stringclasses 2 values	Student stringclasses 2 values	Married stringclasses 2 values	Ethnicity stringclasses 3 values	Balance int64 0 2k
101	21.153	3,736	256	1	41	11	Male	No	No	Caucasian	298
102	17.976	2,433	190	3	70	16	Female	Yes	No	Caucasian	431
103	68.713	7,582	531	2	56	16	Male	Yes	No	Caucasian	1,587
104	146.183	9,540	682	6	66	15	Male	No	No	Caucasian	1,050
105	15.846	4,768	365	4	53	12	Female	No	No	Caucasian	745
106	12.031	3,182	259	2	58	18	Female	No	Yes	Caucasian	210
107	16.819	1,337	115	2	74	15	Male	No	Yes	Asian	0
108	39.11	3,189	263	3	72	12	Male	No	No	Asian	0
109	107.986	6,033	449	4	64	14	Male	No	Yes	Caucasian	227
110	13.561	3,261	279	5	37	19	Male	No	Yes	Asian	297
111	34.537	3,271	250	3	57	17	Female	No	Yes	Asian	47
112	28.575	2,959	231	2	60	11	Female	No	No	African American	0
113	46.007	6,637	491	4	42	14	Male	No	Yes	Caucasian	1,046
114	69.251	6,386	474	4	30	12	Female	No	Yes	Asian	768
115	16.482	3,326	268	4	41	15	Male	No	No	Caucasian	271
116	40.442	4,828	369	5	81	8	Female	No	No	African American	510
117	35.177	2,117	186	3	62	16	Female	No	No	Caucasian	0
118	91.362	9,113	626	1	47	17	Male	No	Yes	Asian	1,341
119	27.039	2,161	173	3	40	17	Female	No	No	Caucasian	0
120	23.012	1,410	137	3	81	16	Male	No	No	Caucasian	0
121	27.241	1,402	128	2	67	15	Female	No	Yes	Asian	0
122	148.08	8,157	599	2	83	13	Male	No	Yes	Caucasian	454
123	62.602	7,056	481	1	84	11	Female	No	No	Caucasian	904
124	11.808	1,300	117	3	77	14	Female	No	No	African American	0
125	29.564	2,529	192	1	30	12	Female	No	Yes	Caucasian	0
126	27.578	2,531	195	1	34	15	Female	No	Yes	Caucasian	0
127	26.427	5,533	433	5	50	15	Female	Yes	Yes	Asian	1,404
128	57.202	3,411	259	3	72	11	Female	No	No	Caucasian	0
129	123.299	8,376	610	2	89	17	Male	Yes	No	African American	1,259
130	18.145	3,461	279	3	56	15	Male	No	Yes	African American	255
131	23.793	3,821	281	4	56	12	Female	Yes	Yes	African American	868
132	10.726	1,568	162	5	46	19	Male	No	Yes	Asian	0
133	23.283	5,443	407	4	49	13	Male	No	Yes	African American	912
134	21.455	5,829	427	4	80	12	Female	No	Yes	African American	1,018
135	34.664	5,835	452	3	77	15	Female	No	Yes	African American	835
136	44.473	3,500	257	3	81	16	Female	No	No	African American	8
137	54.663	4,116	314	2	70	8	Female	No	No	African American	75
138	36.355	3,613	278	4	35	9	Male	No	Yes	Asian	187
139	21.374	2,073	175	2	74	11	Female	No	Yes	Caucasian	0
140	107.841	10,384	728	3	87	7	Male	No	No	African American	1,597
141	39.831	6,045	459	3	32	12	Female	Yes	Yes	African American	1,425
142	91.876	6,754	483	2	33	10	Male	No	Yes	Caucasian	605
143	103.893	7,416	549	3	84	17	Male	No	No	Asian	669
144	19.636	4,896	387	3	64	10	Female	No	No	African American	710
145	17.392	2,748	228	3	32	14	Male	No	Yes	Caucasian	68
146	19.529	4,673	341	2	51	14	Male	No	No	Asian	642
147	17.055	5,110	371	3	55	15	Female	No	Yes	Caucasian	805
148	23.857	1,501	150	3	56	16	Male	No	Yes	Caucasian	0
149	15.184	2,420	192	2	69	11	Female	No	Yes	Caucasian	0
150	13.444	886	121	5	44	10	Male	No	Yes	Asian	0
151	63.931	5,728	435	3	28	14	Female	No	Yes	African American	581
152	35.864	4,831	353	3	66	13	Female	No	Yes	Caucasian	534
153	41.419	2,120	184	4	24	11	Female	Yes	No	Caucasian	156
154	92.112	4,612	344	3	32	17	Male	No	No	Caucasian	0
155	55.056	3,155	235	2	31	16	Male	No	Yes	African American	0
156	19.537	1,362	143	4	34	9	Female	No	Yes	Asian	0
157	31.811	4,284	338	5	75	13	Female	No	Yes	Caucasian	429
158	56.256	5,521	406	2	72	16	Female	Yes	Yes	Caucasian	1,020
159	42.357	5,550	406	2	83	12	Female	No	Yes	Asian	653
160	53.319	3,000	235	3	53	13	Male	No	No	Asian	0
161	12.238	4,865	381	5	67	11	Female	No	No	Caucasian	836
162	31.353	1,705	160	3	81	14	Male	No	Yes	Caucasian	0
163	63.809	7,530	515	1	56	12	Male	No	Yes	Caucasian	1,086
164	13.676	2,330	203	5	80	16	Female	No	No	African American	0
165	76.782	5,977	429	4	44	12	Male	No	Yes	Asian	548
166	25.383	4,527	367	4	46	11	Male	No	Yes	Caucasian	570
167	35.691	2,880	214	2	35	15	Male	No	No	African American	0
168	29.403	2,327	178	1	37	14	Female	No	Yes	Caucasian	0
169	27.47	2,820	219	1	32	11	Female	No	Yes	Asian	0
170	27.33	6,179	459	4	36	12	Female	No	Yes	Caucasian	1,099
171	34.772	2,021	167	3	57	9	Male	No	No	Asian	0
172	36.934	4,270	299	1	63	9	Female	No	Yes	Caucasian	283
173	76.348	4,697	344	4	60	18	Male	No	No	Asian	108
174	14.887	4,745	339	3	58	12	Male	No	Yes	African American	724
175	121.834	10,673	750	3	54	16	Male	No	No	African American	1,573
176	30.132	2,168	206	3	52	17	Male	No	No	Caucasian	0
177	24.05	2,607	221	4	32	18	Male	No	Yes	Caucasian	0
178	22.379	3,965	292	2	34	14	Female	No	Yes	Asian	384
179	28.316	4,391	316	2	29	10	Female	No	No	Caucasian	453
180	58.026	7,499	560	5	67	11	Female	No	No	Caucasian	1,237
181	10.635	3,584	294	5	69	16	Male	No	Yes	Asian	423
182	46.102	5,180	382	3	81	12	Male	No	Yes	African American	516
183	58.929	6,420	459	2	66	9	Female	No	Yes	African American	789
184	80.861	4,090	335	3	29	15	Female	No	Yes	Asian	0
185	158.889	11,589	805	1	62	17	Female	No	Yes	Caucasian	1,448
186	30.42	4,442	316	1	30	14	Female	No	No	African American	450
187	36.472	3,806	309	2	52	13	Male	No	No	African American	188
188	23.365	2,179	167	2	75	15	Male	No	No	Asian	0
189	83.869	7,667	554	2	83	11	Male	No	No	African American	930
190	58.351	4,411	326	2	85	16	Female	No	Yes	Caucasian	126
191	55.187	5,352	385	4	50	17	Female	No	Yes	Caucasian	538
192	124.29	9,560	701	3	52	17	Female	Yes	No	Asian	1,687
193	28.508	3,933	287	4	56	14	Male	No	Yes	Asian	336
194	130.209	10,088	730	7	39	19	Female	No	Yes	Caucasian	1,426
195	30.406	2,120	181	2	79	14	Male	No	Yes	African American	0
196	23.883	5,384	398	2	73	16	Female	No	Yes	African American	802
197	93.039	7,398	517	1	67	12	Male	No	Yes	African American	749
198	50.699	3,977	304	2	84	17	Female	No	No	African American	69
199	27.349	2,000	169	4	51	16	Female	No	Yes	African American	0
200	10.403	4,159	310	3	43	7	Male	No	Yes	Asian	571

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