Datasets:

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_1818	3,568	null	null	null	null	60	null	null	null	null	null	null	null	ARM	null	null	ACK	False	False	False	False	False	False	PAT_1818_3568_132.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_59.png	false
PAT_1573	2,499	null	null	null	null	45	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1573_2499_849.png	false
PAT_377	1,580	false	false	ITALY	ITALY	66	true	MALE	true	false	false	false	2	FOOT	5	4	SCC	True	UNK	False	UNK	False	True	PAT_377_1580_534.png	true
PAT_802	1,516	true	false	GERMANY	GERMANY	60	true	MALE	false	false	true	true	3	FACE	20	10	ACK	True	False	False	False	False	False	PAT_802_1516_910.png	true
PAT_962	1,823	false	false	POMERANIA	POMERANIA	52	true	MALE	true	true	false	false	3	FACE	3	3	BCC	True	True	True	False	False	True	PAT_962_1823_942.png	true
PAT_1109	437	null	null	null	null	36	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1109_437_254.png	false
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_374.png	true
PAT_1210	738	null	null	null	null	50	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1210_738_915.png	false
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_578.png	false
PAT_492	937	false	true	POMERANIA	POMERANIA	70	false	MALE	false	false	false	false	2	CHEST	18	13	SCC	False	True	False	False	False	True	PAT_492_937_958.png	true
PAT_1400	1,372	null	null	null	null	78	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1400_1372_276.png	false
PAT_966	1,825	false	false	POMERANIA	POMERANIA	46	false	FEMALE	false	false	false	false	3	FACE	12	5	MEL	True	True	False	True	False	False	PAT_966_1825_584.png	true
PAT_181	833	false	false	null	null	59	false	MALE	true	false	false	false	4	FOREARM	11	10	ACK	True	False	False	False	False	False	PAT_181_833_109.png	false
PAT_263	404	false	false	POMERANIA	POMERANIA	83	false	MALE	false	true	false	false	1	FOREARM	8	8	ACK	True	False	False	False	False	True	PAT_263_404_410.png	true
PAT_549	1,043	false	false	BRAZIL	BRAZIL	85	false	MALE	false	false	true	false	2	NECK	30	24	SCC	True	True	False	False	False	True	PAT_549_1043_676.png	true
PAT_461	895	false	false	POMERANIA	POMERANIA	41	false	FEMALE	true	false	false	false	3	NOSE	10	7	BCC	True	True	False	False	True	False	PAT_461_895_72.png	true
PAT_875	1,669	false	false	POMERANIA	POMERANIA	61	true	MALE	true	false	true	true	2	BACK	19	11	BCC	True	UNK	False	UNK	True	True	PAT_875_1669_946.png	true
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_737.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_709.png	true
PAT_426	842	false	false	GERMANY	GERMANY	63	false	FEMALE	true	false	true	true	3	BACK	12	6	BCC	False	UNK	False	UNK	False	True	PAT_426_842_458.png	true
PAT_847	1,610	false	false	POMERANIA	POMERANIA	60	true	MALE	false	true	true	true	2	BACK	15	10	BCC	False	False	True	False	False	False	PAT_847_1610_165.png	true
PAT_281	1,516	false	false	POMERANIA	POMERANIA	61	false	MALE	true	false	false	false	3	HAND	2	2	ACK	True	False	False	False	False	False	PAT_281_1516_753.png	false
PAT_168	1,486	true	true	GERMANY	GERMANY	51	true	MALE	false	true	false	false	2	BACK	8	5	BCC	False	False	False	False	False	True	PAT_168_1486_97.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_415.png	true
PAT_958	1,812	false	false	POMERANIA	POMERANIA	66	false	FEMALE	false	false	true	true	3	SCALP	17	15	NEV	True	UNK	False	UNK	False	False	PAT_958_1812_62.png	true
PAT_319	680	true	false	GERMANY	GERMANY	62	false	FEMALE	true	true	true	true	2	CHEST	11	6	SCC	True	True	False	False	True	True	PAT_319_680_832.png	true
PAT_999	20	null	null	null	null	40	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	True	False	PAT_999_20_223.png	false
PAT_1305	4,097	null	null	null	null	54	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1305_4097_251.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_130.png	true
PAT_963	1,819	false	true	ITALY	GERMANY	58	true	MALE	true	false	true	true	2	BACK	10	7	SCC	False	UNK	False	UNK	False	False	PAT_963_1819_298.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_7.png	false
PAT_1546	1,871	null	null	null	null	75	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1546_1871_376.png	false
PAT_2154	4,783	null	null	null	null	45	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	False	False	False	PAT_2154_4783_625.png	false
PAT_413	819	false	true	ITALY	POMERANIA	58	false	MALE	true	true	true	true	2	HAND	13	10	BCC	True	False	False	False	False	True	PAT_413_819_268.png	true
PAT_1414	1,432	null	null	null	null	75	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1414_1432_969.png	false
PAT_690	1,309	false	false	NETHERLANDS	UNK	58	false	FEMALE	true	true	true	true	3	NOSE	17	14	BCC	True	True	True	True	True	True	PAT_690_1309_981.png	true
PAT_2127	4,662	null	null	null	null	44	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	True	False	False	True	PAT_2127_4662_596.png	false
PAT_1552	1,895	null	null	null	null	54	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1552_1895_190.png	false
PAT_1754	3,308	null	null	null	null	10	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	True	False	False	PAT_1754_3308_390.png	false
PAT_118	180	false	false	POMERANIA	POMERANIA	62	true	FEMALE	false	false	false	false	2	NOSE	5	3	BCC	True	True	False	True	True	True	PAT_118_180_386.png	true
PAT_850	1,611	false	false	ITALY	ITALY	55	false	MALE	false	true	true	true	2	NOSE	4	3	BCC	True	UNK	True	UNK	True	False	PAT_850_1611_332.png	true
PAT_771	1,488	true	true	ITALY	ITALY	69	false	MALE	false	true	true	true	3	ARM	7	7	SCC	True	True	False	True	False	True	PAT_771_1488_562.png	true
PAT_1410	1,410	null	null	null	null	86	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	True	False	False	False	True	PAT_1410_1410_46.png	false
PAT_365	751	false	true	GERMANY	GERMANY	70	false	MALE	false	true	true	true	2	FACE	11	9	SCC	True	True	False	False	False	True	PAT_365_751_709.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_498.png	true
PAT_207	3,951	true	false	PORTUGAL	PORTUGAL	80	true	MALE	false	false	true	true	3	CHEST	15	12	ACK	False	False	False	False	False	False	PAT_207_3951_140.png	false
PAT_483	925	false	false	POMERANIA	POMERANIA	85	true	FEMALE	false	true	true	false	3	NOSE	12	5	BCC	True	True	True	False	True	True	PAT_483_925_716.png	true
PAT_358	738	false	true	POMERANIA	POMERANIA	60	true	MALE	true	false	false	false	2	CHEST	8	6	BCC	True	False	False	False	False	True	PAT_358_738_837.png	true
PAT_875	1,670	false	false	POMERANIA	POMERANIA	61	true	MALE	true	false	true	true	2	BACK	9	8	BCC	True	UNK	False	UNK	False	True	PAT_875_1670_121.png	true
PAT_645	1,300	false	false	GERMANY	GERMANY	57	true	FEMALE	true	false	false	false	3	FACE	6	6	BCC	False	True	False	False	True	True	PAT_645_1300_463.png	true
PAT_514	967	true	true	GERMANY	GERMANY	64	true	MALE	true	true	true	true	3	FACE	10	8	BCC	True	True	True	False	False	True	PAT_514_967_300.png	true
PAT_1286	1,000	null	null	null	null	73	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1286_1000_517.png	false
PAT_330	698	false	false	ITALY	ITALY	71	false	MALE	false	false	true	true	2	CHEST	15	14	BCC	True	False	True	False	False	True	PAT_330_698_211.png	true
PAT_1062	264	null	null	null	null	54	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	True	False	PAT_1062_264_741.png	false
PAT_792	4,351	false	true	BRAZIL	BRAZIL	58	true	FEMALE	false	false	true	true	5	FOREARM	5	5	ACK	False	False	False	False	False	False	PAT_792_4351_858.png	false
PAT_1728	3,234	null	null	null	null	79	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1728_3234_299.png	false
PAT_722	1,377	true	false	POMERANIA	POMERANIA	65	true	MALE	true	false	true	true	2	FACE	13	10	BCC	True	UNK	True	UNK	True	True	PAT_722_1377_120.png	true
PAT_2076	4,459	null	null	null	null	66	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_2076_4459_450.png	false
PAT_280	431	false	false	POMERANIA	POMERANIA	53	true	MALE	true	false	false	false	2	FACE	8	7	BCC	True	True	False	False	True	True	PAT_280_431_466.png	true
PAT_2008	4,126	null	null	null	null	50	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_2008_4126_489.png	false
PAT_1411	1,414	null	null	null	null	63	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	True	PAT_1411_1414_355.png	false
PAT_655	926	false	false	GERMANY	GERMANY	53	false	FEMALE	true	false	true	true	2	FOREARM	9	7	ACK	True	False	False	False	False	False	PAT_655_926_447.png	false
PAT_1651	2,914	null	null	null	null	60	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1651_2914_833.png	false
PAT_966	1,825	false	false	POMERANIA	POMERANIA	46	false	FEMALE	false	false	false	false	3	FACE	12	5	MEL	True	True	False	True	False	False	PAT_966_1825_546.png	true
PAT_396	796	false	true	PORTUGAL	ITALY	76	false	FEMALE	false	false	false	false	2	FACE	7	6	BCC	False	True	False	False	False	True	PAT_396_796_394.png	true
PAT_1701	3,135	null	null	null	null	75	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1701_3135_5.png	false
PAT_2042	4,301	null	null	null	null	54	null	null	null	null	null	null	null	CHEST	null	null	NEV	True	True	False	False	False	True	PAT_2042_4301_636.png	false
PAT_216	331	true	true	POMERANIA	POMERANIA	71	true	MALE	false	false	false	false	3	FOREARM	10	6	SCC	False	False	False	False	False	False	PAT_216_331_678.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_427.png	true
PAT_691	1,311	false	true	POMERANIA	GERMANY	56	true	MALE	false	false	false	true	1	FOREARM	20	15	BCC	False	False	False	True	False	True	PAT_691_1311_686.png	true
PAT_34	47	false	false	GERMANY	GERMANY	69	false	MALE	false	false	false	false	2	CHEST	10	9	BCC	True	UNK	True	UNK	True	True	PAT_34_47_108.png	true
PAT_1277	964	null	null	null	null	61	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_1277_964_152.png	false
PAT_361	1,568	false	false	POMERANIA	POMERANIA	71	true	MALE	true	false	false	false	3	FACE	10	9	SCC	False	False	False	False	False	False	PAT_361_1568_456.png	true
PAT_162	252	true	true	GERMANY	GERMANY	72	false	FEMALE	true	true	true	true	2	FACE	8	9	BCC	False	UNK	False	UNK	False	True	PAT_162_252_773.png	true
PAT_1794	3,435	null	null	null	null	67	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1794_3435_711.png	false
PAT_1702	3,548	null	null	null	null	57	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	True	PAT_1702_3548_386.png	false
PAT_267	412	false	false	POMERANIA	POMERANIA	79	false	MALE	false	false	false	false	2	FACE	17	12	BCC	True	True	False	False	False	True	PAT_267_412_275.png	true
PAT_395	795	false	false	GERMANY	GERMANY	58	true	FEMALE	false	true	false	false	3	THIGH	15	12	SCC	True	UNK	False	UNK	True	True	PAT_395_795_43.png	true
PAT_465	901	false	false	POMERANIA	POMERANIA	14	false	FEMALE	true	false	false	false	2	FOOT	3	3	NEV	False	True	False	True	False	False	PAT_465_901_627.png	true
PAT_306	1,646	false	false	ITALY	ITALY	87	true	MALE	false	false	true	true	2	FOREARM	10	10	ACK	True	False	False	False	True	True	PAT_306_1646_903.png	false
PAT_249	380	false	false	GERMANY	GERMANY	62	false	MALE	false	true	true	true	3	FOREARM	6	4	ACK	False	False	False	False	False	False	PAT_249_380_366.png	true
PAT_985	1,856	false	false	POMERANIA	POMERANIA	49	true	MALE	true	false	true	true	3	NOSE	14	9	BCC	True	True	True	False	True	True	PAT_985_1856_397.png	true
PAT_458	891	false	true	POMERANIA	POMERANIA	80	false	MALE	true	false	false	false	1	FACE	6	6	BCC	False	True	False	False	False	True	PAT_458_891_709.png	true
PAT_747	1,410	false	false	UNK	BRAZIL	55	false	MALE	true	false	true	true	3	FOREARM	10	7	ACK	True	True	False	False	True	True	PAT_747_1410_179.png	true
PAT_1316	1,114	null	null	null	null	69	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1316_1114_517.png	false
PAT_398	799	false	true	ITALY	POMERANIA	21	false	FEMALE	false	false	true	true	3	THIGH	8	3	NEV	False	UNK	False	UNK	False	False	PAT_398_799_163.png	true
PAT_953	1,806	false	true	POMERANIA	POMERANIA	53	true	FEMALE	true	false	false	true	3	ARM	9	8	SCC	True	True	False	False	False	True	PAT_953_1806_326.png	true
PAT_466	903	false	false	POMERANIA	POMERANIA	44	true	FEMALE	false	false	false	false	3	FACE	5	5	BCC	True	True	False	False	True	True	PAT_466_903_893.png	true
PAT_1132	508	null	null	null	null	60	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1132_508_325.png	false
PAT_300	648	true	false	GERMANY	GERMANY	62	false	FEMALE	true	true	false	false	2	THIGH	5	4	ACK	False	False	False	False	False	True	PAT_300_648_84.png	true
PAT_82	125	false	false	POMERANIA	POMERANIA	71	true	MALE	false	true	false	false	2	ARM	15	13	BCC	True	True	True	False	True	True	PAT_82_125_365.png	true
PAT_478	916	false	true	POMERANIA	POMERANIA	47	true	MALE	false	false	false	false	2	BACK	22	20	BCC	True	True	False	False	False	False	PAT_478_916_806.png	true
PAT_1089	375	null	null	null	null	39	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1089_375_677.png	false
PAT_76	1,039	false	false	ITALY	ITALY	94	false	MALE	false	false	true	true	1	EAR	20	18	SCC	True	True	False	False	False	True	PAT_76_1039_269.png	true
PAT_663	1,254	false	false	BRAZIL	BRAZIL	58	false	FEMALE	true	true	true	true	3	BACK	13	12	SCC	True	True	True	True	True	False	PAT_663_1254_732.png	true
PAT_206	312	false	true	GERMANY	GERMANY	47	true	MALE	false	true	true	true	2	CHEST	13	11	BCC	True	False	True	False	True	False	PAT_206_312_760.png	true
PAT_1566	2,435	null	null	null	null	72	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	True	PAT_1566_2435_150.png	false
PAT_1955	3,947	null	null	null	null	58	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	True	False	False	PAT_1955_3947_778.png	false
PAT_1638	2,878	null	null	null	null	59	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1638_2878_536.png	false

Subsets and Splits