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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_355	732	false	false	POMERANIA	POMERANIA	80	false	MALE	false	false	true	true	2	NECK	5	5	BCC	True	True	False	False	False	True	PAT_355_732_625.png	true
PAT_86	131	false	false	POMERANIA	POMERANIA	52	false	FEMALE	true	false	true	true	2	HAND	15	12	ACK	True	False	True	False	False	True	PAT_86_131_107.png	true
PAT_472	910	false	false	NETHERLANDS	POMERANIA	45	true	MALE	false	true	true	false	2	NECK	10	5	BCC	False	UNK	False	UNK	False	False	PAT_472_910_453.png	true
PAT_99	153	false	false	POMERANIA	POMERANIA	78	false	FEMALE	false	true	true	true	2	FACE	10	6	BCC	True	True	True	False	True	True	PAT_99_153_636.png	true
PAT_678	1,287	true	true	ITALY	ITALY	59	false	MALE	true	false	true	true	2	BACK	7	5	BCC	False	UNK	False	UNK	False	True	PAT_678_1287_652.png	true
PAT_1129	498	null	null	null	null	51	null	null	null	null	null	null	null	SCALP	null	null	NEV	False	True	True	False	False	True	PAT_1129_498_930.png	false
PAT_158	621	false	false	GERMANY	GERMANY	70	true	FEMALE	true	true	true	false	1	ARM	6	5	ACK	True	False	False	False	False	False	PAT_158_621_68.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_734.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_500.png	false
PAT_1861	3,648	null	null	null	null	72	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	False	False	False	PAT_1861_3648_959.png	false
PAT_823	1,558	false	true	GERMANY	GERMANY	64	true	MALE	true	false	true	true	2	ARM	30	20	BCC	True	True	True	False	True	True	PAT_823_1558_870.png	true
PAT_532	1,007	false	false	GERMANY	GERMANY	85	false	FEMALE	false	true	true	true	2	NOSE	4	3	BCC	True	False	True	False	True	True	PAT_532_1007_854.png	true
PAT_1315	1,110	null	null	null	null	80	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1315_1110_317.png	false
PAT_89	135	false	false	POMERANIA	POMERANIA	64	false	FEMALE	true	false	false	false	2	NOSE	3	3	BCC	True	False	True	False	True	True	PAT_89_135_11.png	true
PAT_2022	4,184	null	null	null	null	55	null	null	null	null	null	null	null	HAND	null	null	ACK	False	True	False	True	False	True	PAT_2022_4184_111.png	false
PAT_598	1,137	false	false	POMERANIA	POMERANIA	88	false	FEMALE	false	true	true	true	2	FACE	10	10	BCC	True	True	False	True	False	True	PAT_598_1137_888.png	true
PAT_252	383	false	false	ITALY	ITALY	75	false	FEMALE	false	true	false	false	2	FOREARM	15	13	BCC	False	True	False	False	True	True	PAT_252_383_389.png	true
PAT_230	1,007	false	false	POMERANIA	POMERANIA	73	false	FEMALE	false	false	false	false	2	FOREARM	9	6	ACK	True	True	False	False	True	False	PAT_230_1007_645.png	false
PAT_338	707	false	false	GERMANY	GERMANY	81	false	FEMALE	true	false	true	true	1	NOSE	5	4	BCC	True	True	False	False	False	True	PAT_338_707_774.png	true
PAT_1029	135	null	null	null	null	47	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1029_135_983.png	false
PAT_667	1,264	false	false	BRAZIL	BRAZIL	74	false	FEMALE	false	false	true	true	3	FACE	7	6	BCC	True	UNK	False	UNK	False	False	PAT_667_1264_8.png	true
PAT_143	213	true	true	POMERANIA	POMERANIA	71	true	MALE	true	true	false	false	2	CHEST	8	7	BCC	True	True	False	False	False	True	PAT_143_213_489.png	true
PAT_914	1,732	false	false	GERMANY	GERMANY	74	false	FEMALE	false	false	true	true	2	FACE	10	8	ACK	True	False	False	False	False	False	PAT_914_1732_136.png	true
PAT_1418	1,449	null	null	null	null	86	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1418_1449_580.png	false
PAT_622	1,185	false	true	POMERANIA	POMERANIA	71	true	MALE	false	false	false	false	2	BACK	10	10	MEL	False	UNK	False	UNK	False	False	PAT_622_1185_922.png	true
PAT_442	863	false	false	GERMANY	GERMANY	56	false	FEMALE	false	true	false	false	2	FACE	70	60	BCC	True	True	False	False	False	True	PAT_442_863_795.png	true
PAT_665	1,260	false	false	UNK	UNK	30	false	FEMALE	true	true	true	true	3	BACK	10	5	NEV	False	UNK	False	UNK	False	False	PAT_665_1260_16.png	true
PAT_1031	148	null	null	null	null	35	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1031_148_66.png	false
PAT_1452	1,564	null	null	null	null	67	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1452_1564_509.png	false
PAT_1280	972	null	null	null	null	60	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1280_972_605.png	false
PAT_738	1,397	false	false	POMERANIA	POMERANIA	58	true	FEMALE	true	true	false	true	2	FACE	3	3	BCC	False	False	False	False	True	True	PAT_738_1397_195.png	true
PAT_747	1,408	false	false	UNK	BRAZIL	55	false	MALE	true	false	true	true	3	CHEST	13	12	BCC	True	True	False	False	False	True	PAT_747_1408_965.png	true
PAT_1514	1,760	null	null	null	null	28	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1514_1760_35.png	false
PAT_760	1,456	false	false	GERMANY	ITALY	66	false	FEMALE	true	true	true	true	3	NOSE	4	3	BCC	True	UNK	False	UNK	True	True	PAT_760_1456_878.png	true
PAT_2128	4,676	null	null	null	null	53	null	null	null	null	null	null	null	THIGH	null	null	ACK	False	False	False	False	False	True	PAT_2128_4676_965.png	false
PAT_243	372	false	false	POMERANIA	POMERANIA	26	true	FEMALE	true	true	false	false	3	CHEST	9	6	BCC	True	False	True	False	True	True	PAT_243_372_640.png	true
PAT_727	1,373	false	false	GERMANY	GERMANY	87	false	MALE	false	false	true	true	2	FACE	15	10	BCC	True	True	True	False	True	True	PAT_727_1373_718.png	true
PAT_135	202	false	false	POMERANIA	POMERANIA	53	true	FEMALE	false	true	false	false	2	BACK	10	9	BCC	True	True	True	False	True	True	PAT_135_202_105.png	true
PAT_899	1,702	false	false	GERMANY	GERMANY	63	false	FEMALE	true	true	false	false	3	FACE	6	4	BCC	True	UNK	False	UNK	False	True	PAT_899_1702_32.png	true
PAT_2068	4,424	null	null	null	null	73	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_2068_4424_995.png	false
PAT_330	1,437	false	false	ITALY	ITALY	72	false	MALE	false	false	true	true	2	CHEST	15	15	BCC	True	True	True	False	True	True	PAT_330_1437_506.png	true
PAT_2046	4,323	null	null	null	null	74	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_2046_4323_394.png	false
PAT_824	1,560	false	false	GERMANY	GERMANY	83	true	MALE	true	false	true	false	2	BACK	9	9	SCC	True	UNK	False	UNK	True	True	PAT_824_1560_801.png	true
PAT_378	769	true	true	BRAZIL	BRAZIL	71	false	MALE	false	true	false	false	2	NOSE	9	9	BCC	True	False	True	False	True	True	PAT_378_769_36.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_240.png	true
PAT_388	1,590	false	false	ITALY	ITALY	51	false	FEMALE	true	false	false	false	1	BACK	12	8	BCC	False	False	False	False	False	False	PAT_388_1590_169.png	true
PAT_159	244	false	false	POMERANIA	POMERANIA	73	true	FEMALE	true	true	true	false	2	FACE	17	9	BCC	True	UNK	True	UNK	True	True	PAT_159_244_102.png	true
PAT_482	924	false	false	POMERANIA	POMERANIA	63	false	FEMALE	true	true	false	false	2	BACK	16	11	SCC	False	UNK	False	UNK	False	False	PAT_482_924_134.png	true
PAT_874	1,671	false	false	POMERANIA	POMERANIA	84	false	FEMALE	false	false	false	true	2	HAND	26	10	BCC	False	False	False	False	False	True	PAT_874_1671_938.png	true
PAT_1008	59	null	null	null	null	64	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1008_59_297.png	false
PAT_265	407	false	false	POMERANIA	POMERANIA	44	true	MALE	true	false	false	false	2	NOSE	10	10	BCC	True	True	False	False	False	True	PAT_265_407_137.png	true
PAT_265	1,371	false	false	POMERANIA	POMERANIA	67	true	MALE	true	false	false	false	2	BACK	10	8	SEK	True	True	False	False	False	True	PAT_265_1371_303.png	false
PAT_1451	1,560	null	null	null	null	36	null	null	null	null	null	null	null	LIP	null	null	NEV	False	True	False	False	False	True	PAT_1451_1560_616.png	false
PAT_752	1,426	false	false	NETHERLANDS	ITALY	64	false	MALE	true	true	false	true	2	NECK	20	10	BCC	True	UNK	True	UNK	True	True	PAT_752_1426_714.png	true
PAT_202	307	false	false	ITALY	UNK	77	false	FEMALE	false	true	true	true	3	NOSE	4	3	BCC	True	True	False	False	True	True	PAT_202_307_927.png	true
PAT_53	81	false	false	BRAZIL	BRAZIL	78	false	MALE	false	true	true	false	1	FACE	11	10	BCC	True	False	False	False	False	False	PAT_53_81_194.png	true
PAT_1313	1,105	null	null	null	null	33	null	null	null	null	null	null	null	HAND	null	null	ACK	True	True	False	False	False	True	PAT_1313_1105_284.png	false
PAT_609	1,159	true	true	POMERANIA	POMERANIA	61	true	MALE	false	false	false	false	2	NECK	14	8	BCC	False	True	False	False	True	True	PAT_609_1159_942.png	true
PAT_507	954	false	false	BRAZIL	GERMANY	69	false	FEMALE	true	true	true	true	1	NECK	13	6	BCC	True	True	False	False	True	True	PAT_507_954_812.png	true
PAT_1418	1,447	null	null	null	null	86	null	null	null	null	null	null	null	BACK	null	null	SEK	False	True	False	False	False	True	PAT_1418_1447_334.png	false
PAT_1393	1,354	null	null	null	null	65	null	null	null	null	null	null	null	NECK	null	null	ACK	True	False	True	False	False	False	PAT_1393_1354_535.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_483.png	true
PAT_264	1,368	false	false	POMERANIA	POMERANIA	84	false	FEMALE	false	false	false	false	2	NOSE	13	10	BCC	False	False	False	False	True	True	PAT_264_1368_868.png	true
PAT_567	1,076	false	false	GERMANY	GERMANY	44	false	MALE	false	true	true	true	1	CHEST	13	8	BCC	True	UNK	True	UNK	True	True	PAT_567_1076_545.png	true
PAT_2113	4,607	null	null	null	null	62	null	null	null	null	null	null	null	BACK	null	null	SEK	False	False	False	False	False	False	PAT_2113_4607_329.png	false
PAT_668	1,259	false	false	GERMANY	GERMANY	70	false	FEMALE	false	true	true	true	2	FACE	5	5	BCC	False	UNK	False	UNK	False	True	PAT_668_1259_681.png	true
PAT_186	286	false	false	UNK	GERMANY	74	true	MALE	true	true	false	false	2	FOREARM	7	5	ACK	False	False	False	False	False	True	PAT_186_286_109.png	true
PAT_212	326	true	false	BRAZIL	BRAZIL	70	false	FEMALE	false	true	false	false	2	NOSE	6	4	BCC	True	True	False	False	False	True	PAT_212_326_597.png	true
PAT_48	74	false	false	BRAZIL	BRAZIL	73	false	FEMALE	false	true	true	true	3	ARM	10	7	SCC	False	True	False	False	False	True	PAT_48_74_309.png	true
PAT_290	445	false	true	POMERANIA	POMERANIA	54	true	MALE	true	true	false	false	2	ARM	15	12	BCC	True	True	True	False	True	True	PAT_290_445_988.png	true
PAT_751	1,497	false	false	GERMANY	GERMANY	62	true	MALE	false	false	true	true	2	CHEST	0	0	SCC	True	UNK	False	UNK	True	True	PAT_751_1497_215.png	true
PAT_422	837	false	true	ITALY	GERMANY	64	true	MALE	false	false	false	false	3	NECK	20	14	BCC	True	True	True	False	True	True	PAT_422_837_683.png	true
PAT_682	1,292	false	false	POMERANIA	POMERANIA	75	false	FEMALE	true	false	true	true	2	BACK	10	10	BCC	True	True	False	False	True	True	PAT_682_1292_978.png	true
PAT_2124	4,650	null	null	null	null	64	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	True	False	False	PAT_2124_4650_575.png	false
PAT_1344	1,222	null	null	null	null	41	null	null	null	null	null	null	null	FACE	null	null	NEV	False	False	False	False	False	True	PAT_1344_1222_456.png	false
PAT_1105	420	null	null	null	null	75	null	null	null	null	null	null	null	NOSE	null	null	SEK	False	True	False	False	False	False	PAT_1105_420_520.png	false
PAT_516	966	false	false	BRAZIL	BRAZIL	85	false	FEMALE	false	true	true	true	1	NOSE	5	4	BCC	False	True	False	False	False	True	PAT_516_966_57.png	true
PAT_1543	4,346	null	null	null	null	74	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1543_4346_860.png	false
PAT_519	979	false	false	GERMANY	GERMANY	49	false	MALE	true	false	true	false	3	LIP	14	8	BCC	True	UNK	False	UNK	False	True	PAT_519_979_104.png	true
PAT_1335	1,181	null	null	null	null	12	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1335_1181_21.png	false
PAT_1907	3,801	null	null	null	null	10	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	False	PAT_1907_3801_88.png	false
PAT_680	1,289	true	false	PORTUGAL	ITALY	78	false	MALE	true	true	true	true	2	BACK	10	10	MEL	False	True	False	True	False	True	PAT_680_1289_585.png	true
PAT_738	1,552	false	false	POMERANIA	POMERANIA	57	true	FEMALE	true	true	false	true	2	BACK	3	3	SEK	True	True	False	False	False	True	PAT_738_1552_843.png	false
PAT_270	1,384	false	false	POMERANIA	POMERANIA	90	false	FEMALE	false	true	false	false	1	FOREARM	13	7	ACK	True	False	True	False	True	True	PAT_270_1384_995.png	false
PAT_307	1,458	false	false	ITALY	ITALY	78	false	FEMALE	false	false	false	false	2	FOREARM	4	4	ACK	True	False	False	False	False	True	PAT_307_1458_363.png	true
PAT_1402	1,376	null	null	null	null	66	null	null	null	null	null	null	null	ARM	null	null	ACK	True	True	False	False	True	False	PAT_1402_1376_160.png	false
PAT_639	3,676	false	true	GERMANY	NETHERLANDS	66	false	FEMALE	true	true	true	true	2	ARM	8	7	ACK	False	False	False	False	False	True	PAT_639_3676_760.png	false
PAT_1063	268	null	null	null	null	65	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1063_268_704.png	false
PAT_554	1,051	false	false	GERMANY	GERMANY	62	true	FEMALE	true	false	true	true	1	FACE	6	5	BCC	True	True	True	False	True	True	PAT_554_1051_301.png	true
PAT_123	187	false	false	POMERANIA	POMERANIA	56	false	FEMALE	true	false	true	true	1	NOSE	6	5	BCC	True	UNK	True	UNK	True	True	PAT_123_187_164.png	true
PAT_1127	496	null	null	null	null	40	null	null	null	null	null	null	null	HAND	null	null	ACK	False	False	False	False	False	False	PAT_1127_496_945.png	false
PAT_420	834	false	true	UNK	ITALY	37	false	FEMALE	false	true	false	false	4	FACE	8	7	ACK	True	True	False	False	True	True	PAT_420_834_948.png	true
PAT_583	1,112	false	false	POMERANIA	NETHERLANDS	43	true	MALE	false	false	false	false	2	FACE	5	5	BCC	True	True	False	False	False	True	PAT_583_1112_886.png	true
PAT_384	782	false	false	POMERANIA	POMERANIA	59	true	FEMALE	false	false	false	false	3	FOOT	11	10	ACK	False	False	False	False	False	True	PAT_384_782_292.png	true
PAT_741	1,400	true	false	POMERANIA	POMERANIA	77	false	MALE	false	true	true	true	2	FACE	15	9	BCC	True	True	False	False	False	True	PAT_741_1400_780.png	true
PAT_948	1,800	true	false	POMERANIA	POMERANIA	58	true	FEMALE	false	false	false	false	3	FACE	4	3	BCC	True	UNK	False	UNK	True	True	PAT_948_1800_310.png	true
PAT_1278	967	null	null	null	null	65	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1278_967_599.png	false
PAT_300	1,478	true	false	GERMANY	GERMANY	63	false	FEMALE	true	true	false	false	2	FOREARM	8	7	ACK	True	False	False	False	False	False	PAT_300_1478_445.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_939.png	true
PAT_138	206	true	true	POMERANIA	POMERANIA	61	false	MALE	false	false	false	false	2	CHEST	25	12	BCC	True	UNK	True	UNK	True	True	PAT_138_206_507.png	true