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hannahisrael03
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train · 2.3k rows

patient_id stringlengths 5 8	lesion_id int64 6 4.82k	smoke bool 2 classes	drink bool 2 classes	background_father stringclasses 13 values	background_mother stringclasses 11 values	age int64 6 94	pesticide bool 2 classes	gender stringclasses 2 values	skin_cancer_history bool 2 classes	cancer_history bool 2 classes	has_piped_water bool 2 classes	has_sewage_system bool 2 classes	fitspatrick float64 1 6 ⌀	region stringclasses 14 values	diameter_1 float64 0 100 ⌀	diameter_2 float64 0 70 ⌀	diagnostic stringclasses 6 values	itch stringclasses 3 values	grew stringclasses 3 values	hurt stringclasses 3 values	changed stringclasses 3 values	bleed stringclasses 3 values	elevation stringclasses 3 values	img_id stringlengths 15 21	biopsed bool 2 classes
PAT_912	1,729	false	false	GERMANY	GERMANY	33	true	FEMALE	true	false	false	false	2	FACE	8	5	BCC	False	UNK	False	UNK	False	True	PAT_912_1729_244.png	true
PAT_63	1,075	false	false	BRAZIL	NORWAY	36	false	FEMALE	false	true	true	true	2	CHEST	15	10	BCC	True	True	True	False	True	True	PAT_63_1075_331.png	true
PAT_1854	3,637	null	null	null	null	74	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	True	PAT_1854_3637_323.png	false
PAT_188	289	false	false	BRAZIL	BRAZIL	57	false	MALE	true	false	true	true	4	CHEST	12	10	BCC	True	True	True	False	False	True	PAT_188_289_859.png	true
PAT_480	921	false	true	POMERANIA	POMERANIA	47	true	MALE	true	true	false	false	2	FACE	7	6	BCC	False	True	False	False	True	True	PAT_480_921_1.png	true
PAT_1730	3,236	null	null	null	null	73	null	null	null	null	null	null	null	ARM	null	null	SEK	False	True	False	False	False	True	PAT_1730_3236_201.png	false
PAT_299	1,455	false	false	GERMANY	GERMANY	78	true	MALE	true	false	true	true	2	EAR	13	10	BCC	True	UNK	True	UNK	True	True	PAT_299_1455_759.png	true
PAT_1718	3,202	null	null	null	null	35	null	null	null	null	null	null	null	THIGH	null	null	NEV	False	True	False	False	False	True	PAT_1718_3202_152.png	false
PAT_1694	3,110	null	null	null	null	51	null	null	null	null	null	null	null	ABDOMEN	null	null	NEV	False	False	False	False	False	True	PAT_1694_3110_213.png	false
PAT_453	883	false	false	GERMANY	GERMANY	63	true	MALE	true	false	false	false	2	EAR	10	8	BCC	True	True	True	False	True	True	PAT_453_883_719.png	true
PAT_1804	3,469	null	null	null	null	57	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1804_3469_628.png	false
PAT_59	93	true	false	BRAZIL	BRAZIL	72	false	FEMALE	false	false	true	false	2	ARM	23	15	BCC	True	False	False	False	False	False	PAT_59_93_573.png	true
PAT_1581	2,570	null	null	null	null	92	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_1581_2570_738.png	false
PAT_1136	517	null	null	null	null	40	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1136_517_92.png	false
PAT_662	1,251	false	true	GERMANY	GERMANY	40	false	MALE	true	true	true	true	3	CHEST	30	25	BCC	False	True	False	True	True	True	PAT_662_1251_43.png	true
PAT_1278	966	null	null	null	null	65	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	True	False	PAT_1278_966_295.png	false
PAT_656	1,246	false	false	UNK	UNK	58	false	MALE	false	false	true	true	2	BACK	18	12	MEL	True	True	False	True	False	False	PAT_656_1246_489.png	true
PAT_1324	1,146	null	null	null	null	67	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	True	False	PAT_1324_1146_143.png	false
PAT_230	1,009	false	false	POMERANIA	POMERANIA	73	false	FEMALE	false	false	false	false	2	FOREARM	9	6	ACK	True	False	True	False	False	False	PAT_230_1009_92.png	false
PAT_56	88	false	false	GERMANY	GERMANY	70	false	FEMALE	false	true	true	true	2	NOSE	11	10	BCC	True	UNK	True	UNK	True	True	PAT_56_88_274.png	true
PAT_1333	1,177	null	null	null	null	38	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1333_1177_434.png	false
PAT_193	297	false	false	POLAND	POLAND	66	false	FEMALE	false	true	false	false	2	NOSE	4	4	BCC	False	UNK	False	UNK	False	True	PAT_193_297_295.png	true
PAT_771	1,489	true	true	ITALY	ITALY	69	false	MALE	false	true	true	true	3	HAND	10	9	SCC	True	True	False	True	False	True	PAT_771_1489_70.png	true
PAT_260	400	false	false	POMERANIA	POMERANIA	78	true	FEMALE	true	true	false	false	1	FACE	10	10	ACK	True	False	True	False	True	True	PAT_260_400_566.png	true
PAT_419	833	false	false	POMERANIA	POMERANIA	80	false	FEMALE	true	false	false	false	2	HAND	7	5	SCC	True	False	False	False	False	True	PAT_419_833_148.png	true
PAT_757	1,431	false	false	GERMANY	GERMANY	77	false	MALE	true	false	true	true	2	NECK	10	9	ACK	True	True	False	True	True	True	PAT_757_1431_907.png	true
PAT_1547	4,231	null	null	null	null	57	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1547_4231_928.png	false
PAT_445	871	false	false	ITALY	POMERANIA	61	false	FEMALE	false	true	false	false	2	NOSE	15	7	BCC	True	True	True	False	True	True	PAT_445_871_524.png	true
PAT_904	1,737	false	false	GERMANY	GERMANY	70	true	MALE	false	false	true	true	2	FOREARM	19	15	BCC	True	UNK	False	UNK	False	True	PAT_904_1737_511.png	true
PAT_325	1,506	false	false	ITALY	ITALY	56	false	FEMALE	false	true	true	true	3	FACE	13	12	ACK	True	False	False	False	False	False	PAT_325_1506_440.png	true
PAT_866	1,649	false	true	POMERANIA	POMERANIA	56	true	MALE	true	true	true	false	3	FOREARM	10	8	BCC	False	True	False	False	False	True	PAT_866_1649_674.png	true
PAT_370	2,558	true	true	GERMANY	GERMANY	62	true	MALE	true	true	false	false	3	FOREARM	11	8	ACK	True	False	False	False	True	False	PAT_370_2558_573.png	false
PAT_471	909	false	false	POMERANIA	POMERANIA	13	false	FEMALE	false	false	false	false	2	THIGH	89	27	NEV	False	UNK	UNK	UNK	False	True	PAT_471_909_344.png	true
PAT_864	1,645	false	false	POMERANIA	POMERANIA	55	false	FEMALE	false	false	true	true	3	BACK	16	13	BCC	True	True	False	False	True	True	PAT_864_1645_626.png	true
PAT_1575	2,516	null	null	null	null	75	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1575_2516_618.png	false
PAT_300	1,689	true	false	GERMANY	GERMANY	62	false	FEMALE	true	true	false	false	2	THIGH	8	7	ACK	True	False	False	False	False	True	PAT_300_1689_862.png	false
PAT_753	1,834	false	false	GERMANY	GERMANY	59	false	FEMALE	false	true	true	true	3	CHEST	4	4	ACK	True	False	False	False	False	False	PAT_753_1834_712.png	false
PAT_263	1,480	false	false	POMERANIA	POMERANIA	83	false	MALE	false	true	false	false	1	LIP	8	8	ACK	True	False	False	False	False	False	PAT_263_1480_753.png	false
PAT_1312	1,102	null	null	null	null	58	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	False	False	True	PAT_1312_1102_578.png	false
PAT_1033	153	null	null	null	null	41	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1033_153_301.png	false
PAT_972	1,843	false	false	POMERANIA	POMERANIA	45	false	FEMALE	true	false	false	false	2	ARM	5	3	MEL	False	True	False	True	False	False	PAT_972_1843_756.png	true
PAT_1245	845	null	null	null	null	22	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	False	False	False	False	False	PAT_1245_845_32.png	false
PAT_716	1,345	false	false	GERMANY	GERMANY	56	false	FEMALE	false	true	true	true	1	CHEST	15	15	BCC	False	False	False	False	False	True	PAT_716_1345_460.png	true
PAT_2088	4,525	null	null	null	null	9	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	False	PAT_2088_4525_507.png	false
PAT_161	250	false	false	GERMANY	GERMANY	86	false	FEMALE	false	true	false	false	2	ARM	14	12	BCC	True	False	False	False	False	False	PAT_161_250_197.png	true
PAT_665	1,261	false	false	UNK	UNK	30	false	FEMALE	true	true	true	true	3	BACK	15	8	NEV	False	UNK	False	UNK	False	False	PAT_665_1261_17.png	true
PAT_417	828	false	false	ITALY	ITALY	27	true	MALE	false	true	false	false	3	THIGH	9	5	NEV	False	True	False	False	False	True	PAT_417_828_723.png	true
PAT_1332	1,174	null	null	null	null	76	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	False	PAT_1332_1174_839.png	false
PAT_823	1,556	false	true	GERMANY	GERMANY	64	true	MALE	true	false	true	true	2	FACE	10	5	BCC	True	True	True	False	True	True	PAT_823_1556_787.png	true
PAT_14	22	false	true	GERMANY	GERMANY	70	false	MALE	false	true	true	true	2	FACE	10	6	BCC	True	UNK	True	UNK	True	True	PAT_14_22_850.png	true
PAT_272	420	false	false	POMERANIA	POMERANIA	83	false	FEMALE	false	false	false	false	2	BACK	32	28	BCC	False	False	False	False	False	True	PAT_272_420_10.png	true
PAT_1274	954	null	null	null	null	52	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1274_954_677.png	false
PAT_1223	770	null	null	null	null	35	null	null	null	null	null	null	null	FACE	null	null	NEV	True	True	False	False	False	True	PAT_1223_770_120.png	false
PAT_1726	3,228	null	null	null	null	45	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1726_3228_674.png	false
PAT_73	111	true	false	ITALY	BRAZIL	86	false	FEMALE	false	false	true	true	2	NOSE	13	10	BCC	True	UNK	False	UNK	False	True	PAT_73_111_609.png	true
PAT_677	1,348	false	false	ITALY	ITALY	75	true	MALE	false	true	true	true	2	BACK	9	6	BCC	True	True	False	True	False	True	PAT_677_1348_657.png	true
PAT_100	393	false	false	POMERANIA	POMERANIA	14	false	MALE	false	true	false	false	1	FACE	7	3	NEV	False	False	False	False	False	False	PAT_100_393_898.png	true
PAT_1492	1,705	null	null	null	null	63	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1492_1705_728.png	false
PAT_720	1,362	false	true	GERMANY	GERMANY	54	false	FEMALE	false	true	true	true	2	ARM	11	10	BCC	False	False	False	False	True	True	PAT_720_1362_700.png	true
PAT_439	859	false	false	GERMANY	GERMANY	66	false	FEMALE	true	true	true	true	4	BACK	5	4	NEV	False	UNK	False	UNK	False	False	PAT_439_859_84.png	true
PAT_1547	1,876	null	null	null	null	58	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1547_1876_839.png	false
PAT_2079	4,480	null	null	null	null	61	null	null	null	null	null	null	null	THIGH	null	null	ACK	True	True	False	False	False	True	PAT_2079_4480_586.png	false
PAT_876	1,665	false	false	ITALY	GERMANY	57	false	FEMALE	true	true	true	false	2	CHEST	9	6	BCC	False	False	False	False	True	True	PAT_876_1665_569.png	true
PAT_237	363	false	false	POMERANIA	POMERANIA	77	false	MALE	true	false	false	false	2	FACE	20	12	BCC	True	True	False	False	True	False	PAT_237_363_858.png	true
PAT_388	1,592	false	false	ITALY	ITALY	51	false	FEMALE	true	false	false	false	1	CHEST	25	11	BCC	True	True	False	False	True	False	PAT_388_1592_576.png	true
PAT_58	91	false	true	POMERANIA	POMERANIA	63	false	MALE	false	false	false	false	2	FACE	9	6	BCC	False	True	False	False	False	True	PAT_58_91_845.png	true
PAT_36	50	false	false	GERMANY	GERMANY	46	true	MALE	false	true	false	false	2	ARM	8	2	ACK	False	UNK	False	False	False	False	PAT_36_50_14.png	true
PAT_201	306	false	true	POMERANIA	POMERANIA	54	true	MALE	false	true	false	false	3	CHEST	12	10	NEV	False	UNK	False	UNK	False	False	PAT_201_306_781.png	true
PAT_771	1,490	true	true	ITALY	ITALY	69	false	MALE	false	true	true	true	3	FACE	6	6	BCC	True	UNK	False	UNK	True	True	PAT_771_1490_334.png	true
PAT_84	128	false	false	POMERANIA	POMERANIA	69	false	FEMALE	false	true	false	false	2	FACE	11	7	BCC	True	True	True	False	True	True	PAT_84_128_233.png	true
PAT_1301	1,063	null	null	null	null	79	null	null	null	null	null	null	null	ARM	null	null	ACK	True	True	False	False	False	False	PAT_1301_1063_739.png	false
PAT_1401	1,374	null	null	null	null	51	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1401_1374_593.png	false
PAT_1184	678	null	null	null	null	59	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1184_678_86.png	false
PAT_478	1,829	false	true	POMERANIA	POMERANIA	47	true	MALE	false	false	false	false	2	BACK	16	10	BCC	True	True	False	False	True	True	PAT_478_1829_141.png	true
PAT_181	280	false	false	UNK	UNK	58	false	MALE	true	false	false	false	4	FOREARM	13	13	SCC	True	UNK	False	UNK	True	True	PAT_181_280_417.png	true
PAT_364	748	true	false	GERMANY	PORTUGAL	66	false	FEMALE	true	false	false	false	2	FACE	17	8	BCC	True	False	True	False	True	True	PAT_364_748_278.png	true
PAT_251	382	false	false	ITALY	ITALY	91	false	FEMALE	false	true	false	false	2	FACE	10	8	BCC	True	True	True	False	True	True	PAT_251_382_576.png	true
PAT_1249	861	null	null	null	null	73	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1249_861_810.png	false
PAT_191	293	true	false	POMERANIA	POMERANIA	85	false	FEMALE	false	true	true	true	2	ARM	15	10	BCC	True	True	True	False	True	True	PAT_191_293_314.png	true
PAT_573	1,090	false	false	POMERANIA	POMERANIA	51	true	FEMALE	true	false	false	false	4	FACE	9	7	BCC	True	True	True	False	False	True	PAT_573_1090_164.png	true
PAT_1928	3,876	null	null	null	null	37	null	null	null	null	null	null	null	FOREARM	null	null	NEV	False	True	False	True	False	True	PAT_1928_3876_437.png	false
PAT_1407	1,402	null	null	null	null	81	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1407_1402_347.png	false
PAT_834	1,572	false	false	GERMANY	GERMANY	81	false	MALE	true	true	true	false	2	FACE	9	8	SCC	False	False	False	False	False	True	PAT_834_1572_430.png	true
PAT_1310	1,097	null	null	null	null	69	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	True	False	False	False	True	PAT_1310_1097_774.png	false
PAT_318	677	false	true	POMERANIA	POMERANIA	60	false	FEMALE	true	false	false	false	2	NOSE	5	4	BCC	True	False	False	False	True	False	PAT_318_677_278.png	true
PAT_46	879	false	false	POMERANIA	POMERANIA	55	false	FEMALE	true	true	true	true	3	CHEST	10	10	BCC	True	True	False	True	False	False	PAT_46_879_386.png	true
PAT_1411	1,415	null	null	null	null	63	null	null	null	null	null	null	null	ABDOMEN	null	null	SEK	False	False	False	False	False	True	PAT_1411_1415_723.png	false
PAT_641	3,704	false	false	GERMANY	null	20	false	FEMALE	true	false	true	false	2	ABDOMEN	5	3	NEV	False	False	False	False	False	False	PAT_641_3704_317.png	false
PAT_242	369	true	true	GERMANY	GERMANY	45	false	FEMALE	true	true	true	true	2	CHEST	12	12	BCC	True	True	False	False	False	True	PAT_242_369_930.png	true
PAT_13	21	false	false	ITALY	ITALY	54	false	FEMALE	false	true	true	true	1	NOSE	10	8	BCC	True	UNK	True	UNK	True	True	PAT_13_21_350.png	true
PAT_1495	1,708	null	null	null	null	62	null	null	null	null	null	null	null	BACK	null	null	SEK	True	True	False	False	False	True	PAT_1495_1708_278.png	false
PAT_248	379	false	false	GERMANY	POMERANIA	42	false	FEMALE	true	true	true	true	2	FOREARM	9	2	BCC	True	True	False	False	False	True	PAT_248_379_695.png	true
PAT_1345	1,223	null	null	null	null	56	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1345_1223_175.png	false
PAT_392	792	false	true	ITALY	ITALY	48	true	MALE	true	true	false	false	3	FACE	7	5	BCC	True	True	False	True	False	True	PAT_392_792_22.png	true
PAT_146	217	false	true	BRAZIL	GERMANY	70	true	MALE	true	false	true	true	2	FACE	15	11	BCC	True	UNK	False	UNK	False	False	PAT_146_217_187.png	true
PAT_1216	760	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1216_760_593.png	false
PAT_367	753	false	false	POMERANIA	POMERANIA	72	false	FEMALE	true	false	false	true	2	NECK	6	5	SCC	False	UNK	False	UNK	False	False	PAT_367_753_130.png	true
PAT_570	1,084	false	false	POMERANIA	POMERANIA	43	true	MALE	false	false	true	true	2	EAR	7	5	SCC	True	True	False	False	True	True	PAT_570_1084_637.png	true
PAT_570	1,085	false	false	POMERANIA	POMERANIA	43	true	MALE	false	false	true	true	2	FACE	15	13	BCC	True	True	False	False	True	True	PAT_570_1085_344.png	true
PAT_986	1,855	false	true	POMERANIA	POMERANIA	60	false	MALE	false	false	true	true	2	FOREARM	15	15	BCC	True	UNK	False	UNK	True	True	PAT_986_1855_702.png	true