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_386	1,554	true	false	POMERANIA	POMERANIA	67	false	MALE	true	false	true	true	2	FOREARM	15	10	BCC	True	True	False	True	True	False	PAT_386_1554_280.png	true
PAT_330	697	false	false	ITALY	ITALY	71	false	MALE	false	false	true	true	2	NECK	10	7	BCC	True	False	False	False	True	True	PAT_330_697_575.png	true
PAT_2160	4,814	null	null	null	null	76	null	null	null	null	null	null	null	CHEST	null	null	ACK	False	False	False	False	False	False	PAT_2160_4814_243.png	false
PAT_2036	4,281	null	null	null	null	72	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_2036_4281_271.png	false
PAT_1918	3,837	null	null	null	null	63	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1918_3837_15.png	false
PAT_262	402	false	false	GERMANY	GERMANY	41	true	FEMALE	false	false	false	false	2	ARM	22	15	MEL	True	True	False	True	False	False	PAT_262_402_14.png	true
PAT_1075	324	null	null	null	null	70	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1075_324_177.png	false
PAT_388	1,592	false	false	ITALY	ITALY	51	false	FEMALE	true	false	false	false	1	CHEST	25	11	BCC	True	True	False	False	True	False	PAT_388_1592_850.png	true
PAT_918	1,742	false	false	PORTUGAL	POMERANIA	91	false	FEMALE	false	false	false	false	2	FACE	15	8	BCC	True	True	True	True	True	True	PAT_918_1742_629.png	true
PAT_888	1,685	false	true	ITALY	ITALY	46	false	FEMALE	false	true	true	false	2	FOOT	7	5	SCC	True	UNK	False	UNK	False	True	PAT_888_1685_268.png	true
PAT_1866	3,659	null	null	null	null	77	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	True	False	True	False	PAT_1866_3659_398.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_883.png	true
PAT_304	653	false	false	BRAZIL	GERMANY	80	false	MALE	false	true	true	true	2	NECK	8	8	SCC	False	False	False	False	False	False	PAT_304_653_446.png	true
PAT_851	1,623	false	false	POMERANIA	POMERANIA	77	false	FEMALE	true	true	true	true	3	NECK	25	10	ACK	True	False	False	False	True	False	PAT_851_1623_506.png	true
PAT_359	741	false	false	ITALY	ITALY	53	false	FEMALE	true	true	true	true	3	FACE	6	5	SCC	True	True	False	False	True	True	PAT_359_741_973.png	true
PAT_1754	3,306	null	null	null	null	10	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1754_3306_816.png	false
PAT_766	1,670	false	false	ITALY	ITALY	62	true	MALE	false	false	false	false	3	ARM	6	6	ACK	True	False	False	False	False	False	PAT_766_1670_458.png	false
PAT_281	432	false	false	POMERANIA	POMERANIA	61	false	MALE	true	false	false	false	3	FOREARM	2	2	BCC	True	False	False	False	False	True	PAT_281_432_813.png	true
PAT_20	29	false	false	GERMANY	GERMANY	66	false	FEMALE	true	false	false	false	2	FACE	17	9	BCC	True	UNK	False	UNK	False	False	PAT_20_29_850.png	true
PAT_479	917	false	false	POMERANIA	POMERANIA	48	true	MALE	true	false	false	false	2	FACE	15	14	BCC	True	True	False	False	True	True	PAT_479_917_41.png	true
PAT_904	1,739	false	false	GERMANY	GERMANY	70	true	MALE	false	false	true	true	2	FOREARM	10	8	ACK	True	False	False	False	False	False	PAT_904_1739_546.png	true
PAT_1620	2,779	null	null	null	null	68	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1620_2779_319.png	false
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_595.png	true
PAT_290	445	false	true	POMERANIA	POMERANIA	54	true	MALE	true	true	false	false	2	ARM	15	12	BCC	True	True	True	False	True	True	PAT_290_445_686.png	true
PAT_698	1,150	false	false	POMERANIA	POMERANIA	82	false	FEMALE	false	false	true	true	2	FOREARM	9	7	ACK	True	False	False	False	True	False	PAT_698_1150_881.png	false
PAT_154	237	true	true	ITALY	ITALY	78	true	MALE	true	true	false	false	3	ARM	9	7	BCC	True	True	False	False	False	True	PAT_154_237_2.png	true
PAT_523	988	true	false	GERMANY	GERMANY	52	false	FEMALE	false	true	true	true	2	FACE	6	5	BCC	True	True	False	False	True	True	PAT_523_988_851.png	true
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_591.png	true
PAT_155	238	false	false	PORTUGAL	PORTUGAL	84	false	FEMALE	false	true	true	true	2	EAR	40	25	ACK	True	False	False	False	True	False	PAT_155_238_413.png	true
PAT_2109	4,598	null	null	null	null	55	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	True	False	True	PAT_2109_4598_112.png	false
PAT_892	1,691	false	false	ITALY	POMERANIA	24	true	FEMALE	true	true	true	true	2	BACK	11	9	NEV	False	UNK	False	UNK	False	True	PAT_892_1691_881.png	true
PAT_135	202	false	false	POMERANIA	POMERANIA	53	true	FEMALE	false	true	false	false	2	BACK	10	9	BCC	True	True	True	False	True	True	PAT_135_202_695.png	true
PAT_311	667	true	false	ITALY	GERMANY	66	false	FEMALE	false	true	true	true	2	FOREARM	10	6	BCC	True	False	False	False	False	True	PAT_311_667_416.png	true
PAT_147	219	false	false	POMERANIA	POMERANIA	39	false	MALE	false	false	false	false	2	FACE	10	8	BCC	True	True	True	False	True	True	PAT_147_219_206.png	true
PAT_885	1,687	false	true	POMERANIA	POMERANIA	51	false	FEMALE	false	false	true	false	2	FACE	4	4	BCC	False	False	False	False	False	True	PAT_885_1687_823.png	true
PAT_1942	3,918	null	null	null	null	55	null	null	null	null	null	null	null	ARM	null	null	SEK	False	False	False	False	False	False	PAT_1942_3918_497.png	false
PAT_734	1,390	false	false	GERMANY	GERMANY	41	false	MALE	false	false	true	false	2	NOSE	9	9	BCC	True	True	True	False	True	True	PAT_734_1390_631.png	true
PAT_10	18	true	false	GERMANY	GERMANY	69	false	MALE	false	false	true	false	1	ARM	13	9	SCC	True	UNK	False	UNK	False	True	PAT_10_18_830.png	true
PAT_877	4,672	false	true	null	null	62	true	MALE	false	false	false	false	2	FOREARM	15	11	ACK	True	True	False	True	True	True	PAT_877_4672_612.png	false
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_346.png	false
PAT_728	1,381	false	false	POMERANIA	POMERANIA	59	true	FEMALE	true	false	true	true	3	FACE	15	5	BCC	True	UNK	False	UNK	False	False	PAT_728_1381_63.png	true
PAT_271	418	false	false	GERMANY	GERMANY	79	false	FEMALE	false	true	true	true	2	CHEST	12	10	SCC	True	False	True	False	False	True	PAT_271_418_14.png	true
PAT_208	314	false	false	GERMANY	GERMANY	66	false	FEMALE	false	true	false	false	2	FACE	7	7	BCC	True	True	False	False	True	True	PAT_208_314_741.png	true
PAT_2097	4,557	null	null	null	null	37	null	null	null	null	null	null	null	EAR	null	null	NEV	False	True	False	False	False	True	PAT_2097_4557_241.png	false
PAT_420	834	false	true	UNK	ITALY	37	false	FEMALE	false	true	false	false	4	FACE	8	7	ACK	True	True	False	False	True	True	PAT_420_834_450.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_77.png	false
PAT_505	3,200	false	false	BRAZIL	BRAZIL	71	false	FEMALE	false	true	true	true	2	CHEST	7	6	ACK	True	False	False	False	False	True	PAT_505_3200_856.png	false
PAT_826	1,615	false	false	UNK	UNK	77	false	FEMALE	true	true	true	true	2	FACE	10	8	BCC	False	False	False	False	False	True	PAT_826_1615_908.png	true
PAT_998	17	null	null	null	null	50	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	False	PAT_998_17_641.png	false
PAT_809	1,527	false	false	GERMANY	GERMANY	66	false	FEMALE	false	true	true	true	3	NECK	5	4	SCC	True	UNK	False	UNK	False	True	PAT_809_1527_902.png	true
PAT_205	311	false	true	POMERANIA	POMERANIA	50	true	MALE	false	false	false	false	2	FACE	4	4	NEV	False	UNK	False	UNK	False	False	PAT_205_311_255.png	true
PAT_1568	2,454	null	null	null	null	34	null	null	null	null	null	null	null	NECK	null	null	NEV	False	True	False	False	False	True	PAT_1568_2454_468.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_980.png	true
PAT_1722	3,214	null	null	null	null	53	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1722_3214_672.png	false
PAT_837	1,584	false	false	ITALY	ITALY	53	true	FEMALE	true	false	true	true	3	CHEST	18	15	BCC	False	UNK	False	UNK	False	False	PAT_837_1584_745.png	true
PAT_1021	112	null	null	null	null	37	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1021_112_40.png	false
PAT_363	745	false	true	POMERANIA	POMERANIA	63	true	MALE	false	true	false	false	3	FACE	6	5	BCC	False	UNK	False	UNK	False	True	PAT_363_745_516.png	true
PAT_178	276	false	false	ITALY	ITALY	44	false	MALE	true	false	true	true	3	CHEST	10	7	BCC	True	UNK	False	UNK	False	True	PAT_178_276_465.png	true
PAT_2142	4,733	null	null	null	null	41	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	False	PAT_2142_4733_13.png	false
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_989.png	false
PAT_563	1,070	false	false	UNK	UNK	72	false	FEMALE	true	true	true	true	2	FACE	9	7	BCC	True	False	True	False	True	True	PAT_563_1070_63.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_596.png	true
PAT_1064	272	null	null	null	null	64	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1064_272_668.png	false
PAT_742	1,470	false	false	POMERANIA	POMERANIA	79	false	FEMALE	false	false	true	true	2	HAND	15	10	ACK	True	True	False	False	False	True	PAT_742_1470_425.png	false
PAT_1071	312	null	null	null	null	72	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	False	PAT_1071_312_841.png	false
PAT_433	2,650	false	true	GERMANY	GERMANY	30	false	MALE	false	true	false	false	2	NECK	20	20	NEV	False	True	False	False	False	True	PAT_433_2650_417.png	false
PAT_980	1,851	false	true	POMERANIA	POMERANIA	65	true	MALE	false	false	true	true	2	FACE	6	5	BCC	True	UNK	True	UNK	True	True	PAT_980_1851_351.png	true
PAT_513	964	true	false	BRAZIL	BRAZIL	67	true	MALE	false	true	true	true	1	BACK	12	9	BCC	True	False	True	False	True	True	PAT_513_964_447.png	true
PAT_233	986	false	false	POMERANIA	POMERANIA	58	true	FEMALE	true	true	false	false	2	FOREARM	9	4	ACK	True	False	False	False	False	False	PAT_233_986_663.png	false
PAT_1707	3,146	null	null	null	null	75	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	True	False	PAT_1707_3146_743.png	false
PAT_262	402	false	false	GERMANY	GERMANY	41	true	FEMALE	false	false	false	false	2	ARM	22	15	MEL	True	True	False	True	False	False	PAT_262_402_265.png	true
PAT_718	1,358	false	true	ITALY	POLAND	61	false	MALE	true	true	true	true	3	FACE	5	7	BCC	True	UNK	True	UNK	True	True	PAT_718_1358_919.png	true
PAT_758	1,441	false	false	GERMANY	GERMANY	68	true	MALE	false	false	true	true	3	FACE	5	3	BCC	True	UNK	False	UNK	False	True	PAT_758_1441_891.png	true
PAT_1244	840	null	null	null	null	69	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1244_840_975.png	false
PAT_1174	628	null	null	null	null	57	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1174_628_915.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_14.png	true
PAT_1306	1,086	null	null	null	null	52	null	null	null	null	null	null	null	BACK	null	null	SEK	False	False	False	False	False	True	PAT_1306_1086_124.png	false
PAT_83	126	false	false	GERMANY	GERMANY	64	false	FEMALE	true	true	true	true	2	FOREARM	7	6	BCC	True	True	True	False	True	True	PAT_83_126_513.png	true
PAT_994	1,866	false	false	POMERANIA	POMERANIA	52	true	FEMALE	true	true	true	false	3	THIGH	11	8	BCC	True	True	False	False	True	False	PAT_994_1866_730.png	true
PAT_132	198	false	false	POMERANIA	POMERANIA	58	true	FEMALE	false	true	false	false	2	NOSE	11	7	BCC	True	True	True	False	True	True	PAT_132_198_114.png	true
PAT_737	1,394	false	false	GERMANY	GERMANY	51	true	FEMALE	false	true	true	true	2	NOSE	5	5	BCC	False	True	True	False	True	True	PAT_737_1394_308.png	true
PAT_45	65	false	false	GERMANY	GERMANY	73	false	MALE	true	false	false	false	2	FOREARM	13	10	ACK	True	UNK	False	False	True	False	PAT_45_65_551.png	true
PAT_1715	3,184	null	null	null	null	67	null	null	null	null	null	null	null	THIGH	null	null	SEK	True	False	False	False	False	False	PAT_1715_3184_989.png	false
PAT_141	209	false	true	GERMANY	GERMANY	71	false	FEMALE	false	false	true	true	2	FACE	7	5	BCC	True	True	False	False	False	True	PAT_141_209_438.png	true
PAT_964	1,821	false	true	GERMANY	PORTUGAL	49	false	MALE	false	true	false	false	2	FACE	10	6	BCC	True	UNK	UNK	UNK	UNK	True	PAT_964_1821_83.png	true
PAT_489	932	false	false	ITALY	POMERANIA	30	false	FEMALE	false	false	false	false	2	NOSE	3	3	BCC	True	UNK	True	UNK	True	True	PAT_489_932_138.png	true
PAT_1022	114	null	null	null	null	39	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_1022_114_756.png	false
PAT_815	1,534	false	false	POMERANIA	POMERANIA	59	false	FEMALE	true	true	true	true	2	EAR	7	6	BCC	False	False	False	False	False	False	PAT_815_1534_411.png	true
PAT_547	1,033	false	false	GERMANY	GERMANY	56	true	FEMALE	true	false	true	true	3	NOSE	5	3	BCC	True	True	False	False	False	True	PAT_547_1033_445.png	true
PAT_1913	3,816	null	null	null	null	39	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1913_3816_335.png	false
PAT_1063	270	null	null	null	null	65	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1063_270_593.png	false
PAT_319	678	true	false	GERMANY	GERMANY	62	false	FEMALE	true	true	true	true	2	FACE	2	2	BCC	True	True	False	False	True	True	PAT_319_678_357.png	true
PAT_1822	3,576	null	null	null	null	77	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	True	False	False	False	True	PAT_1822_3576_145.png	false
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_599.png	true
PAT_1614	2,747	null	null	null	null	25	null	null	null	null	null	null	null	ARM	null	null	NEV	False	True	False	False	False	True	PAT_1614_2747_533.png	false
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_391.png	true
PAT_1427	1,485	null	null	null	null	47	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1427_1485_119.png	false
PAT_272	420	false	false	POMERANIA	POMERANIA	83	false	FEMALE	false	false	false	false	2	BACK	32	28	BCC	False	False	False	False	False	True	PAT_272_420_25.png	true
PAT_1673	3,011	null	null	null	null	31	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1673_3011_440.png	false
PAT_154	236	true	true	ITALY	ITALY	78	true	MALE	true	true	false	false	3	NECK	10	6	BCC	True	UNK	True	UNK	True	True	PAT_154_236_800.png	true

Subsets and Splits