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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_1453	1,565	null	null	null	null	52	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	False	False	False	False	True	PAT_1453_1565_529.png	false
PAT_114	173	false	true	POMERANIA	POMERANIA	82	true	MALE	true	false	false	false	1	FACE	22	10	BCC	True	UNK	True	UNK	True	True	PAT_114_173_213.png	true
PAT_441	861	false	false	GERMANY	GERMANY	55	false	FEMALE	true	true	false	false	2	BACK	6	5	BCC	False	True	False	False	False	True	PAT_441_861_542.png	true
PAT_1899	3,779	null	null	null	null	80	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1899_3779_475.png	false
PAT_120	183	false	false	POMERANIA	POMERANIA	53	false	FEMALE	true	false	false	false	2	NECK	10	8	BCC	True	True	True	False	True	True	PAT_120_183_623.png	true
PAT_228	348	false	false	UNK	UNK	43	false	FEMALE	true	true	false	false	3	CHEST	4	3	BCC	True	True	False	False	True	True	PAT_228_348_2.png	true
PAT_275	424	false	false	POMERANIA	POMERANIA	71	false	FEMALE	false	false	true	true	2	FACE	20	16	BCC	True	False	False	False	True	True	PAT_275_424_966.png	true
PAT_711	1,334	false	false	GERMANY	GERMANY	50	false	MALE	true	false	true	false	2	BACK	23	21	BCC	True	True	True	False	True	True	PAT_711_1334_344.png	true
PAT_62	97	false	false	POMERANIA	POMERANIA	55	true	FEMALE	true	false	true	false	1	FACE	7	8	BCC	True	True	False	False	True	True	PAT_62_97_868.png	true
PAT_9	17	false	true	ITALY	ITALY	54	false	MALE	false	false	true	false	2	CHEST	9	5	ACK	False	False	False	False	False	False	PAT_9_17_80.png	true
PAT_1190	700	null	null	null	null	56	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	False	PAT_1190_700_663.png	false
PAT_328	692	false	false	UNK	ITALY	81	false	MALE	false	false	true	true	4	NOSE	10	7	BCC	True	True	True	False	True	True	PAT_328_692_681.png	true
PAT_59	46	true	false	BRAZIL	BRAZIL	73	false	FEMALE	false	false	true	false	2	FACE	18	15	SEK	False	True	False	False	False	True	PAT_59_46_537.png	false
PAT_989	1,861	false	true	POMERANIA	POMERANIA	41	true	MALE	true	true	false	false	2	LIP	18	12	SCC	True	UNK	True	UNK	True	True	PAT_989_1861_156.png	true
PAT_1482	1,677	null	null	null	null	79	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1482_1677_382.png	false
PAT_1753	3,305	null	null	null	null	8	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	True	PAT_1753_3305_385.png	false
PAT_971	1,847	false	false	POMERANIA	POMERANIA	64	true	FEMALE	false	false	true	true	2	HAND	14	13	ACK	True	False	False	False	False	False	PAT_971_1847_99.png	true
PAT_618	1,174	false	true	ITALY	ITALY	70	false	MALE	true	true	true	true	1	EAR	5	3	BCC	False	True	False	False	True	True	PAT_618_1174_596.png	true
PAT_1814	3,564	null	null	null	null	87	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1814_3564_609.png	false
PAT_1309	1,096	null	null	null	null	67	null	null	null	null	null	null	null	ARM	null	null	ACK	True	True	False	False	True	False	PAT_1309_1096_393.png	false
PAT_341	715	false	true	BRAZIL	BRAZIL	27	false	FEMALE	false	true	false	false	4	HAND	6	5	NEV	False	False	False	False	False	False	PAT_341_715_180.png	true
PAT_1586	2,623	null	null	null	null	68	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1586_2623_989.png	false
PAT_312	668	false	false	ITALY	ITALY	80	false	FEMALE	true	false	true	true	2	NOSE	10	8	BCC	True	UNK	True	UNK	True	True	PAT_312_668_480.png	true
PAT_799	1,515	false	false	POMERANIA	POMERANIA	73	false	FEMALE	false	false	true	true	3	FACE	5	4	ACK	True	False	False	False	False	True	PAT_799_1515_723.png	true
PAT_1331	1,173	null	null	null	null	31	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1331_1173_380.png	false
PAT_1371	1,278	null	null	null	null	53	null	null	null	null	null	null	null	HAND	null	null	SEK	False	False	False	False	False	False	PAT_1371_1278_533.png	false
PAT_1498	1,719	null	null	null	null	68	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1498_1719_816.png	false
PAT_1648	2,902	null	null	null	null	61	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	True	PAT_1648_2902_292.png	false
PAT_1881	3,713	null	null	null	null	44	null	null	null	null	null	null	null	CHEST	null	null	ACK	False	False	False	False	False	False	PAT_1881_3713_718.png	false
PAT_796	1,510	true	false	ITALY	ITALY	83	false	MALE	false	false	true	true	2	FOREARM	30	20	BCC	True	UNK	True	UNK	True	True	PAT_796_1510_361.png	true
PAT_230	350	false	false	POMERANIA	POMERANIA	73	false	FEMALE	false	false	false	false	2	FOREARM	12	10	ACK	False	False	False	False	False	False	PAT_230_350_872.png	true
PAT_158	243	false	false	GERMANY	GERMANY	69	true	FEMALE	true	true	true	false	1	FACE	6	5	BCC	True	True	True	False	True	True	PAT_158_243_947.png	true
PAT_1418	1,448	null	null	null	null	86	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1418_1448_307.png	false
PAT_872	1,708	false	false	GERMANY	GERMANY	71	false	FEMALE	false	false	false	true	2	HAND	6	5	ACK	True	False	False	False	False	False	PAT_872_1708_841.png	true
PAT_1102	408	null	null	null	null	57	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1102_408_613.png	false
PAT_180	756	false	true	GERMANY	GERMANY	54	false	FEMALE	false	true	false	false	3	ARM	15	13	ACK	True	True	False	False	True	False	PAT_180_756_831.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_281.png	true
PAT_1374	1,286	null	null	null	null	54	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	True	True	PAT_1374_1286_775.png	false
PAT_1584	2,610	null	null	null	null	46	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1584_2610_223.png	false
PAT_1000	31	null	null	null	null	65	null	null	null	null	null	null	null	EAR	null	null	SEK	False	False	False	False	False	False	PAT_1000_31_620.png	false
PAT_683	1,297	true	false	POMERANIA	POLAND	74	true	MALE	false	true	true	true	2	BACK	19	17	BCC	True	True	True	True	False	True	PAT_683_1297_839.png	true
PAT_1731	3,237	null	null	null	null	60	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1731_3237_919.png	false
PAT_267	411	false	false	POMERANIA	POMERANIA	79	false	MALE	false	false	false	false	2	EAR	30	15	BCC	True	UNK	True	UNK	True	True	PAT_267_411_513.png	true
PAT_101	1,041	true	true	GERMANY	GERMANY	59	false	MALE	false	false	true	true	2	NECK	20	15	BCC	True	True	True	False	True	True	PAT_101_1041_658.png	true
PAT_1633	2,855	null	null	null	null	51	null	null	null	null	null	null	null	BACK	null	null	ACK	True	False	False	False	False	False	PAT_1633_2855_594.png	false
PAT_1765	3,337	null	null	null	null	79	null	null	null	null	null	null	null	FACE	null	null	SEK	True	False	False	False	False	True	PAT_1765_3337_365.png	false
PAT_1721	3,219	null	null	null	null	53	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	False	False	False	False	True	PAT_1721_3219_130.png	false
PAT_1468	3,656	null	null	null	null	74	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1468_3656_337.png	false
PAT_1092	378	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1092_378_922.png	false
PAT_561	1,068	false	true	BRAZIL	BRAZIL	39	true	MALE	false	true	true	false	2	FACE	20	14	BCC	True	True	True	False	True	True	PAT_561_1068_909.png	true
PAT_380	1,540	false	false	NETHERLANDS	GERMANY	60	true	MALE	false	true	true	true	2	NOSE	3	3	SCC	True	False	False	False	False	False	PAT_380_1540_432.png	true
PAT_91	354	false	false	ITALY	PORTUGAL	65	true	MALE	false	true	true	true	2	FACE	35	15	ACK	True	False	False	False	False	False	PAT_91_354_332.png	false
PAT_164	255	false	false	NETHERLANDS	NETHERLANDS	77	false	FEMALE	true	true	false	false	2	THIGH	10	9	SCC	True	False	False	False	False	False	PAT_164_255_130.png	true
PAT_302	650	true	false	GERMANY	GERMANY	64	true	MALE	true	true	true	true	2	FACE	10	10	SCC	True	True	True	False	True	True	PAT_302_650_477.png	true
PAT_177	274	false	false	GERMANY	GERMANY	51	false	FEMALE	false	true	true	true	1	CHEST	11	6	BCC	False	False	False	False	False	True	PAT_177_274_371.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_176.png	true
PAT_274	423	false	false	POMERANIA	POMERANIA	84	false	FEMALE	false	true	false	false	3	NOSE	6	4	BCC	True	True	True	False	False	True	PAT_274_423_374.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_776.png	true
PAT_933	1,766	false	true	GERMANY	GERMANY	61	true	MALE	true	true	true	false	3	CHEST	4	3	SCC	True	UNK	False	UNK	False	True	PAT_933_1766_191.png	true
PAT_1554	2,393	null	null	null	null	81	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1554_2393_541.png	false
PAT_1317	1,130	null	null	null	null	72	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1317_1130_656.png	false
PAT_615	1,168	false	false	UNK	UNK	16	false	FEMALE	false	false	true	true	2	FACE	8	7	NEV	False	UNK	False	UNK	False	True	PAT_615_1168_968.png	true
PAT_406	1,542	false	false	GERMANY	NETHERLANDS	63	true	MALE	true	false	false	false	3	BACK	14	13	BCC	True	False	True	False	True	True	PAT_406_1542_301.png	true
PAT_976	1,837	false	false	POMERANIA	POMERANIA	85	true	FEMALE	false	false	true	true	3	EAR	35	25	BCC	False	True	False	True	True	True	PAT_976_1837_503.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_51.png	true
PAT_296	640	false	false	ITALY	ITALY	68	false	FEMALE	true	true	true	true	2	FACE	9	8	SCC	True	True	True	False	False	True	PAT_296_640_206.png	true
PAT_794	1,507	false	false	GERMANY	GERMANY	64	false	FEMALE	false	false	true	true	3	FACE	7	7	BCC	False	UNK	False	UNK	False	True	PAT_794_1507_723.png	true
PAT_91	356	false	false	ITALY	PORTUGAL	65	true	MALE	false	true	true	true	2	CHEST	35	15	ACK	True	False	False	False	True	False	PAT_91_356_273.png	false
PAT_2018	4,167	null	null	null	null	68	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	True	PAT_2018_4167_11.png	false
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_344.png	true
PAT_858	1,632	false	false	ITALY	ITALY	73	false	FEMALE	true	false	true	true	2	CHEST	45	32	BCC	True	UNK	True	UNK	False	True	PAT_858_1632_977.png	true
PAT_1299	1,055	null	null	null	null	57	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1299_1055_591.png	false
PAT_306	658	false	false	ITALY	ITALY	87	true	MALE	false	false	true	true	2	FACE	10	10	BCC	True	True	False	False	True	True	PAT_306_658_825.png	true
PAT_104	1,755	false	false	POMERANIA	POMERANIA	79	true	FEMALE	true	true	false	false	2	FOREARM	15	13	ACK	True	False	False	False	False	True	PAT_104_1755_320.png	true
PAT_55	85	false	false	GERMANY	GERMANY	66	false	FEMALE	false	true	true	true	1	FACE	11	7	BCC	True	True	False	False	True	True	PAT_55_85_884.png	true
PAT_1247	852	null	null	null	null	52	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1247_852_178.png	false
PAT_342	716	false	false	GERMANY	GERMANY	44	false	FEMALE	true	false	true	true	2	CHEST	16	7	BCC	False	UNK	False	UNK	False	True	PAT_342_716_845.png	true
PAT_41	57	false	false	GERMANY	GERMANY	81	false	MALE	false	false	false	false	1	FACE	6	5	BCC	True	UNK	True	UNK	True	True	PAT_41_57_2.png	true
PAT_168	261	true	true	GERMANY	GERMANY	50	true	MALE	false	true	false	false	2	CHEST	6	6	BCC	False	True	False	False	False	True	PAT_168_261_38.png	true
PAT_1596	2,664	null	null	null	null	50	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1596_2664_323.png	false
PAT_946	1,809	false	false	POMERANIA	POMERANIA	52	false	FEMALE	false	false	true	true	3	NOSE	3	3	BCC	False	True	False	True	True	True	PAT_946_1809_687.png	true
PAT_2115	4,613	null	null	null	null	33	null	null	null	null	null	null	null	HAND	null	null	ACK	False	False	False	False	False	True	PAT_2115_4613_260.png	false
PAT_1784	3,416	null	null	null	null	25	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1784_3416_507.png	false
PAT_460	894	false	false	POMERANIA	POMERANIA	73	false	FEMALE	true	false	false	false	2	LIP	18	16	BCC	True	False	True	False	True	True	PAT_460_894_401.png	true
PAT_1783	3,413	null	null	null	null	75	null	null	null	null	null	null	null	BACK	null	null	SEK	False	False	False	False	False	True	PAT_1783_3413_850.png	false
PAT_2080	4,484	null	null	null	null	13	null	null	null	null	null	null	null	NECK	null	null	NEV	False	True	False	False	False	False	PAT_2080_4484_997.png	false
PAT_468	4,775	false	true	POMERANIA	null	42	false	MALE	true	false	true	false	2	FOREARM	7	3	ACK	False	True	True	False	False	False	PAT_468_4775_268.png	false
PAT_308	661	false	false	GERMANY	GERMANY	83	false	MALE	true	true	true	true	2	EAR	9	5	BCC	True	UNK	True	UNK	True	True	PAT_308_661_184.png	true
PAT_145	216	false	false	POMERANIA	POMERANIA	68	false	FEMALE	false	true	false	true	2	NOSE	8	5	BCC	True	True	True	True	True	False	PAT_145_216_924.png	true
PAT_891	1,701	false	false	POMERANIA	POMERANIA	57	false	FEMALE	true	false	true	false	2	HAND	5	4	SCC	True	UNK	False	UNK	True	True	PAT_891_1701_36.png	true
PAT_978	1,844	true	false	POMERANIA	POMERANIA	72	true	MALE	false	true	true	true	2	HAND	16	15	SCC	True	UNK	True	UNK	True	True	PAT_978_1844_715.png	true
PAT_1940	3,901	null	null	null	null	31	null	null	null	null	null	null	null	SCALP	null	null	NEV	False	True	False	False	False	True	PAT_1940_3901_900.png	false
PAT_1680	3,038	null	null	null	null	42	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1680_3038_587.png	false
PAT_604	1,150	true	false	UNK	UNK	76	false	FEMALE	false	true	true	true	3	NECK	5	5	BCC	False	True	False	False	False	True	PAT_604_1150_336.png	true
PAT_1810	3,484	null	null	null	null	44	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1810_3484_347.png	false
PAT_684	1,302	false	true	POMERANIA	POMERANIA	79	false	MALE	true	false	false	false	1	FOREARM	5	5	BCC	True	True	False	False	True	True	PAT_684_1302_934.png	true
PAT_906	1,722	false	false	GERMANY	GERMANY	65	true	MALE	false	false	true	true	2	BACK	16	15	BCC	True	UNK	False	UNK	True	True	PAT_906_1722_328.png	true
PAT_541	3,303	true	true	ITALY	GERMANY	69	false	MALE	false	false	true	true	1	FACE	8	5	ACK	True	False	False	False	False	False	PAT_541_3303_228.png	false
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_999.png	true
PAT_1443	1,536	null	null	null	null	58	null	null	null	null	null	null	null	NECK	null	null	ACK	True	False	False	False	True	False	PAT_1443_1536_166.png	false