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_798	1,770	false	true	ITALY	ITALY	55	false	FEMALE	true	true	true	true	3	CHEST	5	4	ACK	True	False	False	False	False	False	PAT_798_1770_256.png	false
PAT_377	768	false	false	ITALY	ITALY	65	true	MALE	true	false	false	false	2	CHEST	6	4	BCC	True	UNK	False	UNK	True	True	PAT_377_768_643.png	true
PAT_920	1,748	false	false	UNK	UNK	56	true	FEMALE	false	false	true	false	2	NOSE	6	5	ACK	True	False	False	False	False	False	PAT_920_1748_942.png	true
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_500.png	true
PAT_684	1,303	false	true	POMERANIA	POMERANIA	79	false	MALE	true	false	false	false	1	HAND	12	10	BCC	True	True	False	True	True	True	PAT_684_1303_368.png	true
PAT_890	1,693	false	true	GERMANY	ITALY	55	true	FEMALE	true	true	false	false	2	CHEST	9	6	MEL	False	False	False	False	False	False	PAT_890_1693_454.png	true
PAT_1787	3,421	null	null	null	null	43	null	null	null	null	null	null	null	BACK	null	null	NEV	True	True	False	True	False	False	PAT_1787_3421_516.png	false
PAT_1421	1,464	null	null	null	null	62	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1421_1464_297.png	false
PAT_70	107	false	true	ITALY	ITALY	67	true	MALE	false	false	false	false	2	THIGH	9	7	MEL	False	True	False	True	False	False	PAT_70_107_155.png	true
PAT_464	1,794	false	false	GERMANY	GERMANY	75	true	FEMALE	true	true	false	false	3	NECK	25	13	BCC	False	True	True	False	False	False	PAT_464_1794_271.png	true
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_666.png	true
PAT_943	1,793	false	false	POMERANIA	POMERANIA	32	true	FEMALE	false	false	false	false	2	BACK	13	12	BCC	True	False	False	False	True	True	PAT_943_1793_256.png	true
PAT_522	3,168	false	false	ITALY	ITALY	53	false	MALE	false	false	true	true	2	THIGH	10	8	NEV	False	False	False	False	False	True	PAT_522_3168_747.png	false
PAT_562	1,110	true	true	POMERANIA	POMERANIA	58	true	MALE	false	true	true	true	2	NOSE	0	0	BCC	False	True	False	False	False	True	PAT_562_1110_360.png	true
PAT_689	1,307	true	true	GERMANY	GERMANY	55	true	MALE	false	false	true	true	2	ARM	7	7	SCC	True	UNK	False	UNK	False	True	PAT_689_1307_354.png	true
PAT_223	1,068	false	false	GERMANY	BRAZIL	73	false	FEMALE	true	true	true	true	3	FOREARM	4	3	ACK	True	False	False	False	False	True	PAT_223_1068_246.png	false
PAT_1260	894	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1260_894_63.png	false
PAT_1148	542	null	null	null	null	32	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1148_542_708.png	false
PAT_878	1,663	false	false	POMERANIA	NETHERLANDS	74	true	FEMALE	false	true	true	true	2	THIGH	10	8	ACK	True	False	False	False	False	True	PAT_878_1663_7.png	true
PAT_983	1,854	false	false	POMERANIA	POMERANIA	78	false	FEMALE	false	false	true	true	2	ARM	10	6	ACK	True	False	True	False	False	True	PAT_983_1854_274.png	true
PAT_75	113	false	false	GERMANY	GERMANY	50	true	MALE	true	false	true	true	2	FACE	11	11	SCC	True	UNK	False	UNK	False	True	PAT_75_113_647.png	true
PAT_159	245	false	false	POMERANIA	POMERANIA	73	true	FEMALE	true	true	true	false	2	FACE	5	5	BCC	True	True	False	False	False	False	PAT_159_245_181.png	true
PAT_2161	4,819	null	null	null	null	6	null	null	null	null	null	null	null	ARM	null	null	NEV	False	False	False	False	False	False	PAT_2161_4819_719.png	false
PAT_1850	3,631	null	null	null	null	76	null	null	null	null	null	null	null	CHEST	null	null	ACK	False	False	False	False	False	False	PAT_1850_3631_519.png	false
PAT_2024	4,221	null	null	null	null	73	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_2024_4221_632.png	false
PAT_78	118	true	true	GERMANY	GERMANY	54	false	MALE	false	false	true	true	3	BACK	20	20	BCC	False	True	False	False	False	True	PAT_78_118_685.png	true
PAT_217	332	false	true	POMERANIA	POMERANIA	75	false	MALE	false	true	true	true	1	FACE	10	6	BCC	False	True	False	False	False	True	PAT_217_332_906.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_460.png	false
PAT_202	308	false	false	ITALY	UNK	77	false	FEMALE	false	true	true	true	3	FOREARM	11	6	ACK	True	True	False	False	True	True	PAT_202_308_692.png	true
PAT_767	1,501	true	false	POMERANIA	POMERANIA	86	false	MALE	false	true	true	false	2	FACE	0	0	BCC	True	UNK	False	UNK	True	True	PAT_767_1501_691.png	true
PAT_139	207	false	true	GERMANY	GERMANY	83	false	MALE	true	false	true	true	2	FACE	11	9	BCC	True	True	True	False	True	False	PAT_139_207_342.png	true
PAT_1563	2,425	null	null	null	null	70	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	True	False	False	False	True	PAT_1563_2425_443.png	false
PAT_842	1,606	false	false	GERMANY	GERMANY	40	true	FEMALE	true	true	true	false	3	CHEST	31	21	BCC	False	True	False	False	False	False	PAT_842_1606_971.png	true
PAT_775	1,463	true	false	ITALY	ITALY	54	false	MALE	true	true	true	true	3	THIGH	15	10	BCC	True	UNK	False	UNK	False	True	PAT_775_1463_616.png	true
PAT_93	361	false	true	null	null	65	false	MALE	false	false	true	true	4	FACE	8	6	SEK	False	True	False	False	False	True	PAT_93_361_231.png	false
PAT_531	1,004	false	false	ITALY	ITALY	62	true	MALE	false	true	true	true	2	FACE	10	7	BCC	True	False	False	False	False	True	PAT_531_1004_792.png	true
PAT_1180	650	null	null	null	null	66	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	True	False	False	False	PAT_1180_650_843.png	false
PAT_1983	4,032	null	null	null	null	83	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1983_4032_502.png	false
PAT_1063	271	null	null	null	null	65	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1063_271_448.png	false
PAT_416	824	false	false	GERMANY	GERMANY	84	false	MALE	true	true	false	false	2	EAR	8	5	BCC	True	True	True	False	True	True	PAT_416_824_540.png	true
PAT_520	983	false	false	UNK	GERMANY	68	true	MALE	true	true	true	false	2	BACK	16	14	BCC	True	False	True	False	True	True	PAT_520_983_932.png	true
PAT_1415	1,437	null	null	null	null	77	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	False	False	False	False	False	PAT_1415_1437_743.png	false
PAT_624	1,179	false	false	ITALY	ITALY	75	false	FEMALE	true	true	true	true	2	CHEST	10	9	SCC	True	UNK	False	UNK	False	True	PAT_624_1179_323.png	true
PAT_517	971	false	false	POMERANIA	POMERANIA	94	false	FEMALE	true	true	true	true	2	FACE	20	14	BCC	True	False	True	False	True	True	PAT_517_971_88.png	true
PAT_1734	3,240	null	null	null	null	72	null	null	null	null	null	null	null	FOREARM	null	null	SEK	True	True	False	False	False	True	PAT_1734_3240_299.png	false
PAT_1786	3,419	null	null	null	null	51	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	True	False	False	False	False	PAT_1786_3419_768.png	false
PAT_21	31	false	false	GERMANY	GERMANY	55	false	FEMALE	true	false	false	false	2	FACE	11	10	NEV	False	UNK	False	UNK	False	True	PAT_21_31_965.png	true
PAT_149	221	false	false	POMERANIA	POMERANIA	83	true	FEMALE	false	true	false	false	2	FACE	15	5	BCC	True	True	True	False	True	False	PAT_149_221_679.png	true
PAT_148	220	false	true	POMERANIA	POMERANIA	48	true	MALE	false	false	false	false	2	EAR	8	8	ACK	True	False	False	False	False	False	PAT_148_220_174.png	true
PAT_1242	826	null	null	null	null	17	null	null	null	null	null	null	null	THIGH	null	null	NEV	False	False	False	False	False	False	PAT_1242_826_903.png	false
PAT_85	129	false	false	UNK	UNK	71	false	FEMALE	false	true	false	false	3	CHEST	4	3	ACK	False	True	False	False	False	True	PAT_85_129_896.png	true
PAT_1577	3,527	null	null	null	null	83	null	null	null	null	null	null	null	FACE	null	null	SEK	True	False	False	False	False	False	PAT_1577_3527_831.png	false
PAT_889	1,689	false	false	POMERANIA	POMERANIA	71	false	FEMALE	false	false	true	true	3	THIGH	20	18	ACK	True	False	True	False	False	True	PAT_889_1689_986.png	true
PAT_645	1,461	false	false	GERMANY	GERMANY	58	true	FEMALE	true	false	false	false	3	HAND	16	13	BCC	True	True	False	False	True	True	PAT_645_1461_111.png	true
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_85.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_478.png	true
PAT_553	1,049	false	false	GERMANY	GERMANY	70	true	MALE	false	false	true	true	1	NOSE	10	9	BCC	False	UNK	False	UNK	False	True	PAT_553_1049_461.png	true
PAT_1455	1,585	null	null	null	null	67	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	False	False	False	False	False	PAT_1455_1585_690.png	false
PAT_744	1,404	false	false	GERMANY	GERMANY	90	false	MALE	false	true	true	true	2	FOREARM	11	11	BCC	True	True	False	False	False	True	PAT_744_1404_951.png	true
PAT_488	931	false	false	POMERANIA	POMERANIA	80	true	FEMALE	false	true	false	false	2	FACE	90	70	BCC	True	UNK	False	UNK	False	True	PAT_488_931_321.png	true
PAT_87	133	false	false	POMERANIA	POMERANIA	57	false	FEMALE	true	true	false	false	3	CHEST	17	15	SEK	False	True	False	False	False	True	PAT_87_133_159.png	false
PAT_2082	4,491	null	null	null	null	46	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_2082_4491_519.png	false
PAT_1701	3,136	null	null	null	null	75	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1701_3136_33.png	false
PAT_409	2,614	false	false	ITALY	ITALY	46	true	FEMALE	false	true	false	false	3	HAND	4	3	ACK	True	False	False	False	False	False	PAT_409_2614_24.png	false
PAT_763	1,439	false	false	BRAZIL	BRAZIL	66	false	FEMALE	false	true	true	true	4	THIGH	15	15	ACK	False	False	False	False	False	True	PAT_763_1439_668.png	true
PAT_1219	764	null	null	null	null	35	null	null	null	null	null	null	null	FACE	null	null	NEV	True	True	False	False	False	True	PAT_1219_764_111.png	false
PAT_2070	4,430	null	null	null	null	58	null	null	null	null	null	null	null	ARM	null	null	ACK	False	False	False	False	False	False	PAT_2070_4430_290.png	false
PAT_857	1,628	false	false	UNK	GERMANY	78	false	MALE	true	true	true	false	2	FOOT	15	10	ACK	True	True	True	True	False	True	PAT_857_1628_916.png	true
PAT_1304	1,081	null	null	null	null	77	null	null	null	null	null	null	null	THIGH	null	null	SEK	False	False	False	False	False	True	PAT_1304_1081_84.png	false
PAT_115	1,138	false	false	POMERANIA	POMERANIA	70	false	MALE	false	true	false	false	2	BACK	10	8	MEL	False	True	False	True	False	True	PAT_115_1138_970.png	true
PAT_880	1,674	false	false	GERMANY	GERMANY	83	false	FEMALE	true	false	true	false	2	THIGH	10	8	ACK	True	False	False	False	False	False	PAT_880_1674_223.png	true
PAT_931	1,763	false	false	POMERANIA	POMERANIA	71	false	FEMALE	false	false	true	true	2	HAND	8	7	ACK	True	False	False	False	False	False	PAT_931_1763_617.png	true
PAT_267	1,061	false	false	POMERANIA	POMERANIA	79	false	MALE	false	false	false	false	2	FACE	10	8	BCC	True	False	False	False	False	True	PAT_267_1061_324.png	true
PAT_1026	124	null	null	null	null	52	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1026_124_206.png	false
PAT_1216	759	null	null	null	null	41	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1216_759_365.png	false
PAT_389	2,600	false	false	POMERANIA	GERMANY	58	true	FEMALE	true	true	false	false	2	HAND	6	5	ACK	True	True	False	False	False	False	PAT_389_2600_833.png	false
PAT_653	1,234	false	false	ITALY	BRAZIL	80	false	MALE	false	true	true	true	2	EAR	15	10	SCC	True	UNK	False	UNK	False	True	PAT_653_1234_311.png	true
PAT_106	158	false	false	POMERANIA	POMERANIA	71	false	FEMALE	true	true	true	false	1	FOREARM	15	8	BCC	True	True	True	False	True	False	PAT_106_158_270.png	true
PAT_113	172	false	true	GERMANY	GERMANY	71	false	MALE	false	false	false	false	1	HAND	20	15	SCC	True	UNK	True	UNK	False	True	PAT_113_172_610.png	true
PAT_1466	1,618	null	null	null	null	53	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1466_1618_147.png	false
PAT_486	929	false	true	POMERANIA	POMERANIA	57	true	MALE	false	true	true	true	2	ABDOMEN	16	12	MEL	False	True	False	True	False	False	PAT_486_929_317.png	true
PAT_849	1,613	false	false	BRAZIL	GERMANY	63	true	MALE	false	true	true	true	2	BACK	4	4	ACK	False	False	UNK	False	False	True	PAT_849_1613_824.png	true
PAT_104	1,756	false	false	POMERANIA	POMERANIA	79	true	FEMALE	true	true	false	false	2	NOSE	13	9	BCC	True	True	False	False	False	False	PAT_104_1756_151.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_642.png	true
PAT_1655	2,923	null	null	null	null	62	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1655_2923_425.png	false
PAT_443	864	false	false	ITALY	ITALY	68	false	FEMALE	false	true	true	true	3	NOSE	4	4	BCC	False	UNK	False	UNK	False	True	PAT_443_864_894.png	true
PAT_730	1,385	false	true	POMERANIA	POMERANIA	51	true	MALE	true	false	true	true	3	CHEST	9	7	BCC	False	UNK	False	UNK	False	True	PAT_730_1385_585.png	true
PAT_838	1,586	false	false	POMERANIA	POMERANIA	53	false	FEMALE	false	true	true	true	3	NECK	6	5	BCC	False	UNK	False	UNK	False	True	PAT_838_1586_622.png	true
PAT_913	1,730	false	false	GERMANY	GERMANY	78	false	FEMALE	false	true	true	true	3	FOREARM	8	6	BCC	True	UNK	False	UNK	True	True	PAT_913_1730_815.png	true
PAT_1978	4,004	null	null	null	null	75	null	null	null	null	null	null	null	BACK	null	null	SEK	True	True	False	True	True	True	PAT_1978_4004_304.png	false
PAT_320	681	false	true	ITALY	GERMANY	70	true	MALE	false	false	false	false	3	FACE	9	9	MEL	False	True	False	True	False	False	PAT_320_681_410.png	true
PAT_1696	3,115	null	null	null	null	89	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	True	False	False	False	True	PAT_1696_3115_917.png	false
PAT_309	662	false	false	UNK	GERMANY	89	false	FEMALE	true	true	true	true	2	CHEST	9	7	BCC	True	False	True	False	True	True	PAT_309_662_737.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_907.png	true
PAT_191	293	true	false	POMERANIA	POMERANIA	85	false	FEMALE	false	true	true	true	2	ARM	15	10	BCC	True	True	True	False	True	True	PAT_191_293_699.png	true
PAT_619	1,175	false	false	BRAZIL	GERMANY	58	false	MALE	true	true	true	true	2	ARM	17	11	BCC	False	False	False	False	False	False	PAT_619_1175_767.png	true
PAT_693	1,313	false	false	ISRAEL	UNK	64	true	FEMALE	true	true	true	true	2	FOREARM	16	8	ACK	True	True	False	True	False	False	PAT_693_1313_304.png	true
PAT_1838	3,609	null	null	null	null	47	null	null	null	null	null	null	null	THIGH	null	null	SEK	False	False	False	False	False	False	PAT_1838_3609_254.png	false
PAT_387	786	false	false	BRAZIL	ITALY	57	true	MALE	false	true	false	false	2	BACK	23	20	SCC	True	True	False	False	True	False	PAT_387_786_782.png	true
PAT_337	1,697	false	false	GERMANY	GERMANY	50	true	MALE	true	true	false	false	2	FOREARM	35	27	ACK	True	False	False	False	False	False	PAT_337_1697_721.png	false

Subsets and Splits