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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_1516	1,765	null	null	null	null	8	null	null	null	null	null	null	null	ARM	null	null	NEV	False	False	False	False	False	False	PAT_1516_1765_530.png	false
PAT_46	881	false	false	POMERANIA	POMERANIA	55	false	FEMALE	true	true	true	true	3	NECK	6	5	BCC	True	True	False	True	True	True	PAT_46_881_939.png	true
PAT_1545	1,867	null	null	null	null	77	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1545_1867_547.png	false
PAT_1989	4,061	null	null	null	null	75	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1989_4061_934.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_588.png	true
PAT_1549	1,882	null	null	null	null	53	null	null	null	null	null	null	null	CHEST	null	null	SEK	True	False	False	False	False	True	PAT_1549_1882_230.png	false
PAT_778	1,471	false	true	GERMANY	ITALY	52	false	FEMALE	false	true	true	true	3	FACE	15	10	BCC	False	True	False	True	True	True	PAT_778_1471_835.png	true
PAT_117	179	false	false	POMERANIA	POMERANIA	74	true	FEMALE	false	false	false	false	1	FACE	15	10	BCC	True	True	True	False	True	True	PAT_117_179_983.png	true
PAT_1995	4,080	null	null	null	null	68	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	True	False	False	PAT_1995_4080_695.png	false
PAT_705	4,015	false	true	GERMANY	GERMANY	58	true	FEMALE	true	true	true	true	1	FOREARM	9	7	ACK	False	True	False	False	False	False	PAT_705_4015_413.png	false
PAT_2140	4,726	null	null	null	null	45	null	null	null	null	null	null	null	NECK	null	null	ACK	True	False	False	False	False	True	PAT_2140_4726_141.png	false
PAT_967	1,827	false	false	POMERANIA	POMERANIA	34	true	FEMALE	true	false	false	false	2	NOSE	5	4	BCC	True	UNK	False	UNK	True	True	PAT_967_1827_247.png	true
PAT_2088	4,524	null	null	null	null	9	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	False	False	False	False	False	PAT_2088_4524_465.png	false
PAT_636	1,204	false	false	BRAZIL	BRAZIL	78	false	FEMALE	true	true	true	true	2	CHEST	20	18	BCC	True	True	True	True	True	True	PAT_636_1204_521.png	true
PAT_38	54	false	false	GERMANY	GERMANY	52	true	MALE	true	true	true	false	1	THIGH	14	12	BCC	True	False	False	False	False	False	PAT_38_54_234.png	true
PAT_741	1,401	true	false	POMERANIA	POMERANIA	77	false	MALE	false	true	true	true	2	FACE	13	13	BCC	True	UNK	False	UNK	False	True	PAT_741_1401_619.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_959.png	true
PAT_1783	3,414	null	null	null	null	75	null	null	null	null	null	null	null	SCALP	null	null	SEK	False	False	False	False	False	True	PAT_1783_3414_120.png	false
PAT_759	1,538	false	false	GERMANY	GERMANY	74	false	MALE	false	false	true	false	2	NOSE	5	3	BCC	True	True	False	False	True	True	PAT_759_1538_566.png	true
PAT_821	1,547	false	false	POMERANIA	POMERANIA	64	false	FEMALE	true	true	false	true	2	NOSE	7	5	BCC	True	UNK	False	UNK	False	True	PAT_821_1547_77.png	true
PAT_1693	3,103	null	null	null	null	45	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_1693_3103_879.png	false
PAT_875	1,668	false	false	POMERANIA	POMERANIA	61	true	MALE	true	false	true	true	2	CHEST	10	10	BCC	False	UNK	False	UNK	False	True	PAT_875_1668_588.png	true
PAT_1653	2,916	null	null	null	null	62	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	False	PAT_1653_2916_346.png	false
PAT_1790	3,425	null	null	null	null	67	null	null	null	null	null	null	null	FACE	null	null	SEK	True	False	False	False	False	True	PAT_1790_3425_942.png	false
PAT_106	159	false	false	POMERANIA	POMERANIA	71	false	FEMALE	true	true	true	false	1	EAR	5	3	BCC	True	UNK	True	UNK	True	False	PAT_106_159_325.png	true
PAT_435	854	false	false	ITALY	ITALY	60	true	FEMALE	false	true	false	false	3	FACE	10	8	BCC	False	UNK	False	UNK	False	True	PAT_435_854_68.png	true
PAT_1902	3,790	null	null	null	null	66	null	null	null	null	null	null	null	FOREARM	null	null	SEK	True	False	False	False	False	False	PAT_1902_3790_168.png	false
PAT_42	58	false	false	GERMANY	GERMANY	38	false	FEMALE	true	true	true	true	1	CHEST	10	9	BCC	True	UNK	True	UNK	True	False	PAT_42_58_13.png	true
PAT_302	651	true	false	GERMANY	GERMANY	64	true	MALE	true	true	true	true	2	FACE	10	10	BCC	True	True	True	False	True	True	PAT_302_651_529.png	true
PAT_359	4,450	false	false	ITALY	ITALY	54	false	FEMALE	true	true	true	true	3	FOREARM	10	10	ACK	False	False	False	False	False	False	PAT_359_4450_86.png	false
PAT_107	160	false	false	POMERANIA	POMERANIA	82	false	FEMALE	false	false	false	false	1	CHEST	9	8	SEK	False	True	False	False	False	True	PAT_107_160_609.png	true
PAT_134	201	false	false	POMERANIA	POMERANIA	62	false	MALE	true	false	false	false	1	NOSE	10	6	BCC	False	True	False	False	False	False	PAT_134_201_587.png	true
PAT_1453	1,567	null	null	null	null	52	null	null	null	null	null	null	null	FACE	null	null	NEV	False	False	False	False	False	True	PAT_1453_1567_250.png	false
PAT_79	120	false	false	POMERANIA	POMERANIA	63	false	FEMALE	false	false	true	true	2	FACE	7	5	BCC	False	False	False	False	False	False	PAT_79_120_532.png	true
PAT_1926	3,871	null	null	null	null	78	null	null	null	null	null	null	null	EAR	null	null	SEK	True	False	True	True	False	True	PAT_1926_3871_371.png	false
PAT_724	1,369	false	false	GERMANY	GERMANY	49	true	FEMALE	true	false	true	true	1	FACE	5	5	BCC	True	False	True	False	False	True	PAT_724_1369_896.png	true
PAT_1582	2,574	null	null	null	null	76	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1582_2574_34.png	false
PAT_1006	53	null	null	null	null	63	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1006_53_716.png	false
PAT_1431	1,495	null	null	null	null	58	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1431_1495_511.png	false
PAT_944	1,795	false	true	POMERANIA	POMERANIA	31	true	MALE	false	false	true	true	3	FACE	10	7	BCC	False	True	False	False	True	True	PAT_944_1795_371.png	true
PAT_793	1,512	false	false	ITALY	ITALY	36	false	MALE	false	true	true	false	4	BACK	7	4	NEV	True	False	False	False	False	False	PAT_793_1512_327.png	true
PAT_394	1,562	false	true	POLAND	ITALY	75	false	MALE	true	true	true	true	2	ARM	8	7	BCC	True	False	False	False	False	True	PAT_394_1562_579.png	true
PAT_1842	3,615	null	null	null	null	17	null	null	null	null	null	null	null	FOREARM	null	null	NEV	False	False	False	False	False	False	PAT_1842_3615_850.png	false
PAT_621	1,183	false	false	UNK	UNK	34	false	MALE	false	false	true	true	3	BACK	15	12	NEV	False	UNK	False	UNK	False	False	PAT_621_1183_56.png	true
PAT_374	762	false	false	GERMANY	GERMANY	77	false	FEMALE	false	true	true	true	2	NOSE	6	6	ACK	True	True	True	False	True	True	PAT_374_762_794.png	true
PAT_265	406	false	false	POMERANIA	POMERANIA	44	true	MALE	true	false	false	false	2	BACK	11	9	BCC	True	False	False	False	False	True	PAT_265_406_276.png	true
PAT_1074	322	null	null	null	null	45	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1074_322_662.png	false
PAT_289	1,399	true	false	POMERANIA	POMERANIA	56	true	MALE	false	true	false	false	2	FOREARM	6	4	ACK	True	False	False	False	False	False	PAT_289_1399_481.png	false
PAT_1803	3,463	null	null	null	null	26	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1803_3463_639.png	false
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_239.png	false
PAT_2020	4,174	null	null	null	null	74	null	null	null	null	null	null	null	HAND	null	null	ACK	False	False	False	False	False	False	PAT_2020_4174_799.png	false
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_986.png	true
PAT_805	1,517	false	false	GERMANY	GERMANY	58	false	FEMALE	false	false	true	true	3	HAND	10	8	SCC	True	True	False	False	False	True	PAT_805_1517_154.png	true
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_182.png	true
PAT_53	1,370	false	false	BRAZIL	BRAZIL	80	false	MALE	false	true	true	false	1	CHEST	20	18	BCC	True	True	False	False	False	True	PAT_53_1370_245.png	true
PAT_868	1,657	false	true	ITALY	ITALY	64	true	MALE	false	true	false	false	3	CHEST	4	4	ACK	True	False	False	False	False	True	PAT_868_1657_698.png	true
PAT_183	283	false	false	UNK	UNK	76	false	MALE	true	false	false	false	3	CHEST	9	7	SCC	True	False	False	False	False	False	PAT_183_283_495.png	true
PAT_479	919	false	false	POMERANIA	POMERANIA	48	true	MALE	true	false	false	false	2	NECK	5	5	BCC	True	False	False	False	True	True	PAT_479_919_97.png	true
PAT_333	1,469	false	false	ITALY	GERMANY	51	false	FEMALE	true	true	true	true	3	BACK	6	4	NEV	False	True	False	True	False	False	PAT_333_1469_499.png	true
PAT_867	1,650	false	false	POMERANIA	POMERANIA	47	true	FEMALE	true	false	true	true	3	CHEST	11	11	BCC	True	True	True	False	True	True	PAT_867_1650_901.png	true
PAT_236	361	false	true	POMERANIA	POMERANIA	55	true	MALE	true	true	false	false	3	CHEST	6	5	ACK	True	False	False	False	False	True	PAT_236_361_180.png	true
PAT_620	1,176	false	true	UNK	UNK	35	false	MALE	true	false	true	true	2	FOREARM	9	7	BCC	False	UNK	False	UNK	False	True	PAT_620_1176_980.png	true
PAT_26	37	false	true	GERMANY	GERMANY	47	false	FEMALE	false	true	false	false	2	CHEST	7	5	ACK	UNK	UNK	False	UNK	False	True	PAT_26_37_865.png	true
PAT_2051	4,356	null	null	null	null	58	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_2051_4356_460.png	false
PAT_1381	1,314	null	null	null	null	68	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1381_1314_517.png	false
PAT_544	3,299	false	false	null	null	87	false	FEMALE	false	false	false	false	2	FACE	5	4	SEK	False	True	False	False	False	True	PAT_544_3299_671.png	false
PAT_2025	4,229	null	null	null	null	63	null	null	null	null	null	null	null	BACK	null	null	ACK	True	True	False	False	False	False	PAT_2025_4229_541.png	false
PAT_814	1,532	false	true	POMERANIA	POMERANIA	63	true	MALE	false	true	true	true	2	CHEST	40	20	BCC	True	True	True	False	True	True	PAT_814_1532_545.png	true
PAT_1014	86	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1014_86_861.png	false
PAT_1984	4,038	null	null	null	null	22	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1984_4038_265.png	false
PAT_920	1,747	false	false	UNK	UNK	56	true	FEMALE	false	false	true	false	2	NOSE	7	5	BCC	True	UNK	False	UNK	False	True	PAT_920_1747_19.png	true
PAT_838	1,585	false	false	POMERANIA	POMERANIA	53	false	FEMALE	false	true	true	true	3	NECK	18	10	BCC	False	False	False	False	False	True	PAT_838_1585_282.png	true
PAT_1255	876	null	null	null	null	60	null	null	null	null	null	null	null	ARM	null	null	ACK	False	True	False	False	False	False	PAT_1255_876_939.png	false
PAT_701	4,056	false	true	POMERANIA	POMERANIA	69	false	MALE	true	false	true	true	2	FACE	10	5	SEK	False	False	False	False	False	True	PAT_701_4056_457.png	false
PAT_411	815	false	true	POMERANIA	POMERANIA	59	true	MALE	true	true	false	false	2	CHEST	10	8	SEK	False	True	False	False	False	False	PAT_411_815_692.png	true
PAT_795	1,508	false	true	GERMANY	GERMANY	69	true	MALE	true	true	true	true	3	HAND	11	10	ACK	True	False	False	False	False	True	PAT_795_1508_925.png	true
PAT_288	441	false	false	POMERANIA	POMERANIA	57	true	FEMALE	true	true	false	false	1	FACE	9	7	BCC	True	True	False	True	True	True	PAT_288_441_312.png	true
PAT_692	1,308	false	false	GERMANY	GERMANY	71	true	FEMALE	true	false	true	true	3	FACE	9	6	BCC	True	True	True	True	False	True	PAT_692_1308_364.png	true
PAT_1278	965	null	null	null	null	65	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	True	False	PAT_1278_965_701.png	false
PAT_1094	381	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1094_381_85.png	false
PAT_645	4,043	false	false	GERMANY	GERMANY	57	true	FEMALE	true	false	false	false	3	FACE	6	5	ACK	True	True	False	False	False	False	PAT_645_4043_374.png	false
PAT_963	1,820	false	true	ITALY	GERMANY	58	true	MALE	true	false	true	true	2	BACK	7	6	ACK	False	False	False	False	False	False	PAT_963_1820_823.png	true
PAT_241	367	false	false	GERMANY	GERMANY	83	true	MALE	false	true	false	false	2	CHEST	32	13	BCC	True	True	True	False	True	True	PAT_241_367_89.png	true
PAT_882	1,677	false	false	POMERANIA	POMERANIA	92	false	FEMALE	false	false	false	false	2	FOREARM	10	10	SCC	True	UNK	False	UNK	True	True	PAT_882_1677_789.png	true
PAT_1725	3,222	null	null	null	null	47	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1725_3222_943.png	false
PAT_98	152	false	false	BRAZIL	BRAZIL	61	false	MALE	false	false	true	true	2	CHEST	9	7	BCC	True	UNK	False	UNK	False	True	PAT_98_152_562.png	true
PAT_995	1,867	false	false	UNK	UNK	49	false	FEMALE	false	false	false	false	2	THIGH	23	20	MEL	False	True	False	True	False	True	PAT_995_1867_5.png	true
PAT_1884	3,730	null	null	null	null	80	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1884_3730_813.png	false
PAT_369	755	false	false	GERMANY	POLAND	77	false	FEMALE	false	true	false	false	2	EAR	16	15	SCC	False	True	False	False	False	True	PAT_369_755_391.png	true
PAT_1276	957	null	null	null	null	33	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1276_957_406.png	false
PAT_1070	305	null	null	null	null	63	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1070_305_907.png	false
PAT_1688	3,066	null	null	null	null	68	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1688_3066_491.png	false
PAT_981	1,848	true	false	POMERANIA	POMERANIA	67	true	FEMALE	false	false	true	true	3	NOSE	3	3	BCC	False	UNK	False	UNK	False	False	PAT_981_1848_906.png	true
PAT_409	812	false	false	ITALY	ITALY	46	true	FEMALE	false	true	false	false	3	NOSE	4	3	BCC	False	True	False	False	False	True	PAT_409_812_974.png	true
PAT_276	425	false	false	POMERANIA	POMERANIA	52	true	FEMALE	true	false	false	false	2	ARM	5	3	ACK	False	False	False	False	False	True	PAT_276_425_539.png	true
PAT_430	848	false	false	GERMANY	GERMANY	75	false	FEMALE	true	true	true	true	2	FACE	10	10	BCC	True	True	False	False	True	True	PAT_430_848_476.png	true
PAT_419	832	false	false	POMERANIA	POMERANIA	80	false	FEMALE	true	false	false	false	2	FOREARM	12	10	BCC	True	False	True	False	True	True	PAT_419_832_706.png	true
PAT_1423	1,472	null	null	null	null	56	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1423_1472_18.png	false
PAT_55	84	false	false	GERMANY	GERMANY	66	false	FEMALE	false	true	true	true	1	ARM	10	5	BCC	True	False	False	False	True	True	PAT_55_84_506.png	true
PAT_1710	3,160	null	null	null	null	64	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1710_3160_488.png	false

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