Datasets:

hannahisrael03
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Split (1)

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_1594	2,656	null	null	null	null	81	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1594_2656_679.png	false
PAT_677	1,350	false	false	ITALY	ITALY	75	true	MALE	false	true	true	true	2	THIGH	8	6	ACK	True	True	False	False	False	True	PAT_677_1350_358.png	true
PAT_217	1,291	false	true	POMERANIA	POMERANIA	77	false	MALE	false	true	true	true	1	FACE	6	5	BCC	True	False	False	False	False	False	PAT_217_1291_419.png	true
PAT_567	1,077	false	false	GERMANY	GERMANY	44	false	MALE	false	true	true	true	1	CHEST	8	6	BCC	True	UNK	True	UNK	True	True	PAT_567_1077_64.png	true
PAT_165	256	false	true	ITALY	PORTUGAL	39	false	MALE	false	false	true	true	2	THIGH	6	5	BCC	False	UNK	False	UNK	False	False	PAT_165_256_460.png	true
PAT_1222	767	null	null	null	null	40	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1222_767_519.png	false
PAT_990	1,860	false	false	POMERANIA	POMERANIA	77	true	MALE	false	true	true	true	2	FOOT	5	5	SCC	True	UNK	False	UNK	True	True	PAT_990_1860_636.png	true
PAT_1018	107	null	null	null	null	37	null	null	null	null	null	null	null	ARM	null	null	ACK	False	False	False	False	False	False	PAT_1018_107_68.png	false
PAT_1869	3,663	null	null	null	null	54	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	True	False	True	False	PAT_1869_3663_335.png	false
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_762.png	false
PAT_579	1,099	false	false	GERMANY	POMERANIA	45	true	MALE	true	true	true	true	3	FOREARM	10	10	ACK	True	True	False	False	False	True	PAT_579_1099_551.png	true
PAT_513	965	true	false	BRAZIL	BRAZIL	67	true	MALE	false	true	true	true	1	LIP	6	4	BCC	True	True	True	False	True	True	PAT_513_965_496.png	true
PAT_303	652	true	true	ITALY	ITALY	64	true	MALE	false	false	true	true	2	FOREARM	26	18	BCC	True	False	True	False	True	True	PAT_303_652_943.png	true
PAT_385	783	false	false	POMERANIA	POMERANIA	39	true	FEMALE	true	true	false	false	2	NECK	13	10	BCC	True	True	False	False	True	False	PAT_385_783_22.png	true
PAT_31	42	false	false	GERMANY	GERMANY	77	false	MALE	true	true	false	false	1	FOREARM	10	10	BCC	True	UNK	True	UNK	True	True	PAT_31_42_680.png	true
PAT_779	1,472	false	true	GERMANY	ITALY	50	true	MALE	false	true	true	true	2	FACE	40	30	BCC	False	UNK	False	UNK	False	True	PAT_779_1472_741.png	true
PAT_2016	4,155	null	null	null	null	67	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	False	False	True	PAT_2016_4155_600.png	false
PAT_460	893	false	false	POMERANIA	POMERANIA	73	false	FEMALE	true	false	false	false	2	NOSE	13	8	BCC	True	True	True	False	True	True	PAT_460_893_307.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_525.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_74.png	false
PAT_1798	3,455	null	null	null	null	68	null	null	null	null	null	null	null	SCALP	null	null	SEK	False	True	False	False	False	True	PAT_1798_3455_379.png	false
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_825.png	true
PAT_503	950	false	true	POMERANIA	POMERANIA	88	true	MALE	true	true	true	true	2	FACE	15	13	BCC	True	False	True	False	True	True	PAT_503_950_552.png	true
PAT_591	1,126	false	false	POMERANIA	POMERANIA	79	true	FEMALE	true	true	true	false	3	FOREARM	11	9	SCC	True	UNK	False	UNK	False	True	PAT_591_1126_21.png	true
PAT_1572	2,494	null	null	null	null	72	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1572_2494_224.png	false
PAT_2056	4,364	null	null	null	null	79	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	False	False	True	PAT_2056_4364_112.png	false
PAT_1538	1,830	null	null	null	null	50	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1538_1830_693.png	false
PAT_270	417	false	false	POMERANIA	POMERANIA	90	false	FEMALE	false	true	false	false	1	HAND	13	7	MEL	False	True	False	True	False	False	PAT_270_417_728.png	true
PAT_1833	3,599	null	null	null	null	44	null	null	null	null	null	null	null	HAND	null	null	ACK	False	False	False	False	False	True	PAT_1833_3599_827.png	false
PAT_714	1,337	true	false	GERMANY	GERMANY	67	true	MALE	true	true	true	true	3	EAR	15	11	SCC	True	True	False	True	False	True	PAT_714_1337_914.png	true
PAT_1379	1,300	null	null	null	null	30	null	null	null	null	null	null	null	THIGH	null	null	NEV	False	False	False	False	False	False	PAT_1379_1300_924.png	false
PAT_1151	551	null	null	null	null	60	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1151_551_241.png	false
PAT_295	639	false	false	UNK	UNK	62	false	FEMALE	true	true	false	false	2	CHEST	7	6	BCC	True	True	True	False	False	True	PAT_295_639_240.png	true
PAT_539	1,023	true	true	ITALY	ITALY	65	true	MALE	true	true	true	true	2	FACE	6	5	ACK	True	True	False	False	False	True	PAT_539_1023_928.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_742.png	true
PAT_323	686	true	true	POMERANIA	POMERANIA	73	false	MALE	true	false	false	false	2	HAND	25	18	BCC	True	UNK	False	UNK	UNK	False	PAT_323_686_356.png	true
PAT_798	1,772	false	true	ITALY	ITALY	55	false	FEMALE	true	true	true	true	3	CHEST	5	4	ACK	True	False	False	False	False	False	PAT_798_1772_469.png	false
PAT_631	1,207	false	true	UNK	ITALY	64	false	MALE	true	true	true	false	2	FACE	12	9	BCC	True	UNK	False	UNK	True	True	PAT_631_1207_982.png	true
PAT_334	703	false	true	ITALY	ITALY	31	true	MALE	false	false	false	false	2	BACK	6	4	BCC	True	True	True	False	False	True	PAT_334_703_907.png	true
PAT_1906	3,798	null	null	null	null	50	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	True	PAT_1906_3798_588.png	false
PAT_38	53	false	false	GERMANY	GERMANY	52	true	MALE	true	true	true	false	1	NOSE	7	7	BCC	True	True	True	False	True	True	PAT_38_53_198.png	true
PAT_721	1,365	false	false	POMERANIA	POMERANIA	62	true	FEMALE	true	false	true	true	2	FACE	15	10	BCC	True	True	False	False	False	True	PAT_721_1365_819.png	true
PAT_361	743	false	false	POMERANIA	POMERANIA	70	true	MALE	true	false	false	false	3	FACE	14	3	BCC	False	True	False	True	False	True	PAT_361_743_82.png	true
PAT_800	1,513	true	false	GERMANY	GERMANY	66	true	MALE	false	false	true	true	2	NECK	8	6	BCC	True	UNK	False	UNK	True	True	PAT_800_1513_509.png	true
PAT_333	702	false	false	ITALY	GERMANY	50	false	FEMALE	true	true	true	true	3	CHEST	7	5	MEL	False	True	False	True	False	False	PAT_333_702_840.png	true
PAT_1439	1,522	null	null	null	null	69	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1439_1522_320.png	false
PAT_915	1,738	false	false	GERMANY	GERMANY	63	false	FEMALE	false	false	true	true	2	CHEST	14	9	BCC	True	UNK	False	UNK	False	True	PAT_915_1738_667.png	true
PAT_423	839	false	false	POMERANIA	POMERANIA	71	false	FEMALE	false	true	false	false	2	FACE	15	14	BCC	True	True	True	False	True	True	PAT_423_839_717.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_456.png	false
PAT_837	1,583	false	false	ITALY	ITALY	53	true	FEMALE	true	false	true	true	3	BACK	23	20	BCC	True	UNK	False	UNK	False	True	PAT_837_1583_124.png	true
PAT_38	1,002	false	false	GERMANY	GERMANY	53	true	MALE	true	true	true	false	1	FACE	4	3	BCC	True	True	True	False	True	True	PAT_38_1002_668.png	true
PAT_568	1,066	false	false	BRAZIL	BRAZIL	38	false	FEMALE	true	false	true	true	3	NOSE	4	2	BCC	False	UNK	False	UNK	False	True	PAT_568_1066_235.png	true
PAT_451	878	false	false	GERMANY	GERMANY	64	true	FEMALE	true	false	false	false	2	FACE	16	15	BCC	False	True	False	False	False	False	PAT_451_878_634.png	true
PAT_166	257	false	true	GERMANY	GERMANY	58	false	MALE	false	true	false	false	2	ARM	12	11	BCC	False	UNK	False	UNK	False	True	PAT_166_257_586.png	true
PAT_815	1,533	false	false	POMERANIA	POMERANIA	59	false	FEMALE	true	true	true	true	2	ARM	17	11	BCC	True	True	False	False	True	False	PAT_815_1533_460.png	true
PAT_257	396	false	false	POMERANIA	POMERANIA	85	false	FEMALE	false	true	true	true	1	BACK	10	10	BCC	True	UNK	True	UNK	True	True	PAT_257_396_494.png	true
PAT_963	1,817	false	true	ITALY	GERMANY	58	true	MALE	true	false	true	true	2	BACK	30	20	SCC	True	UNK	False	UNK	False	False	PAT_963_1817_593.png	true
PAT_660	1,249	false	false	POLAND	GERMANY	42	true	FEMALE	true	true	true	true	3	NOSE	11	9	BCC	True	True	False	True	False	True	PAT_660_1249_373.png	true
PAT_1320	1,135	null	null	null	null	34	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1320_1135_471.png	false
PAT_860	1,641	false	true	GERMANY	GERMANY	57	true	FEMALE	true	false	true	true	3	HAND	14	13	SCC	False	True	True	True	False	True	PAT_860_1641_998.png	true
PAT_857	1,627	false	false	UNK	GERMANY	78	false	MALE	true	true	true	false	2	THIGH	10	10	SCC	True	UNK	False	UNK	True	True	PAT_857_1627_310.png	true
PAT_1636	2,869	null	null	null	null	50	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	False	False	False	False	False	PAT_1636_2869_739.png	false
PAT_829	1,566	false	false	POMERANIA	POMERANIA	66	false	FEMALE	false	false	true	true	2	FACE	12	8	BCC	False	UNK	False	UNK	False	True	PAT_829_1566_135.png	true
PAT_50	76	false	false	GERMANY	BRAZIL	81	false	FEMALE	true	false	true	true	2	BACK	7	18	BCC	True	True	False	False	True	True	PAT_50_76_728.png	true
PAT_1786	3,420	null	null	null	null	51	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1786_3420_346.png	false
PAT_1414	1,429	null	null	null	null	75	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	True	False	PAT_1414_1429_53.png	false
PAT_51	78	false	false	BRAZIL	ITALY	79	false	MALE	false	true	true	true	3	ARM	20	10	SCC	True	True	True	False	True	False	PAT_51_78_959.png	true
PAT_937	1,768	false	true	GERMANY	GERMANY	64	false	MALE	false	true	true	true	2	FACE	12	10	ACK	False	True	False	False	False	True	PAT_937_1768_126.png	true
PAT_626	1,186	false	false	ITALY	ITALY	85	true	FEMALE	false	true	true	true	2	FACE	8	6	BCC	False	False	False	False	False	True	PAT_626_1186_898.png	true
PAT_263	403	false	false	POMERANIA	POMERANIA	83	false	MALE	false	true	false	false	1	CHEST	15	13	SCC	True	False	False	False	False	True	PAT_263_403_382.png	true
PAT_1498	1,715	null	null	null	null	68	null	null	null	null	null	null	null	EAR	null	null	ACK	True	False	False	False	False	False	PAT_1498_1715_345.png	false
PAT_1534	1,810	null	null	null	null	14	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1534_1810_719.png	false
PAT_368	1,652	false	false	POMERANIA	POMERANIA	51	true	MALE	false	true	false	false	2	CHEST	15	15	BCC	False	True	False	True	True	False	PAT_368_1652_733.png	true
PAT_1364	1,246	null	null	null	null	17	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1364_1246_238.png	false
PAT_441	2,868	false	false	GERMANY	GERMANY	55	false	FEMALE	true	true	false	false	2	CHEST	6	5	ACK	True	False	False	False	False	False	PAT_441_2868_663.png	false
PAT_360	742	true	true	ITALY	ITALY	68	false	MALE	true	true	false	false	2	FOREARM	10	8	SCC	True	True	False	False	False	True	PAT_360_742_782.png	true
PAT_650	1,230	false	false	GERMANY	GERMANY	73	false	FEMALE	false	true	true	true	2	BACK	10	7	BCC	True	UNK	False	UNK	False	True	PAT_650_1230_636.png	true
PAT_756	1,496	false	true	ITALY	ITALY	27	false	FEMALE	false	true	true	true	4	ABDOMEN	8	5	NEV	False	True	False	False	False	True	PAT_756_1496_599.png	true
PAT_514	969	true	true	GERMANY	GERMANY	64	true	MALE	true	true	true	true	3	FACE	7	6	BCC	False	True	False	False	False	True	PAT_514_969_995.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_994.png	false
PAT_1326	1,156	null	null	null	null	59	null	null	null	null	null	null	null	ABDOMEN	null	null	NEV	False	True	False	False	False	True	PAT_1326_1156_783.png	false
PAT_686	1,355	true	true	GERMANY	GERMANY	32	true	MALE	true	true	true	true	3	FACE	17	15	SCC	True	True	True	True	True	True	PAT_686_1355_168.png	true
PAT_1811	3,487	null	null	null	null	34	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1811_3487_560.png	false
PAT_1282	978	null	null	null	null	51	null	null	null	null	null	null	null	NECK	null	null	ACK	True	False	False	False	False	True	PAT_1282_978_328.png	false
PAT_874	1,672	false	false	POMERANIA	POMERANIA	84	false	FEMALE	false	false	false	true	2	NOSE	7	6	SCC	False	False	False	False	False	True	PAT_874_1672_743.png	true
PAT_883	1,682	false	true	GERMANY	GERMANY	71	true	MALE	false	true	true	true	2	LIP	6	5	ACK	False	True	False	False	False	True	PAT_883_1682_256.png	true
PAT_71	145	false	false	POMERANIA	POMERANIA	59	true	FEMALE	true	true	true	true	3	FOREARM	15	13	ACK	True	False	False	False	False	False	PAT_71_145_971.png	false
PAT_599	1,140	false	false	POMERANIA	POMERANIA	82	true	FEMALE	true	false	true	true	2	ARM	18	15	ACK	True	False	False	False	False	False	PAT_599_1140_399.png	true
PAT_628	1,191	true	true	POMERANIA	POMERANIA	65	true	MALE	true	false	false	false	2	FACE	10	8	BCC	True	UNK	False	UNK	False	True	PAT_628_1191_564.png	true
PAT_1245	844	null	null	null	null	22	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	False	False	False	False	False	PAT_1245_844_471.png	false
PAT_375	764	false	true	ITALY	ITALY	52	true	MALE	true	true	false	false	2	CHEST	8	4	BCC	True	UNK	False	UNK	True	True	PAT_375_764_705.png	true
PAT_1161	578	null	null	null	null	38	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	False	PAT_1161_578_233.png	false
PAT_1740	3,272	null	null	null	null	54	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1740_3272_228.png	false
PAT_2159	4,792	null	null	null	null	35	null	null	null	null	null	null	null	SCALP	null	null	NEV	False	True	False	False	False	False	PAT_2159_4792_718.png	false
PAT_830	1,565	true	true	ITALY	GERMANY	84	false	MALE	true	false	false	false	2	FACE	7	6	BCC	False	UNK	False	UNK	False	True	PAT_830_1565_911.png	true
PAT_269	415	false	true	POMERANIA	POMERANIA	58	true	MALE	false	false	false	false	2	CHEST	20	18	BCC	True	True	True	False	True	True	PAT_269_415_906.png	true
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_733.png	true
PAT_187	287	false	false	POMERANIA	POMERANIA	58	false	MALE	false	false	true	true	2	FACE	8	5	BCC	False	UNK	False	UNK	UNK	True	PAT_187_287_482.png	true
PAT_567	1,078	false	false	GERMANY	GERMANY	44	false	MALE	false	true	true	true	1	ABDOMEN	12	9	BCC	True	UNK	True	UNK	True	True	PAT_567_1078_978.png	true
PAT_1428	1,489	null	null	null	null	68	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1428_1489_454.png	false

Subsets and Splits