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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_40	56	false	false	GERMANY	GERMANY	42	false	FEMALE	true	false	false	false	1	ARM	20	12	BCC	True	False	False	False	False	True	PAT_40_56_499.png	true
PAT_460	894	false	false	POMERANIA	POMERANIA	73	false	FEMALE	true	false	false	false	2	LIP	18	16	BCC	True	False	True	False	True	True	PAT_460_894_429.png	true
PAT_650	3,858	false	false	GERMANY	GERMANY	73	false	FEMALE	false	true	true	true	2	BACK	8	6	SEK	True	True	False	False	False	True	PAT_650_3858_329.png	false
PAT_100	393	false	false	POMERANIA	POMERANIA	14	false	MALE	false	true	false	false	1	FACE	7	3	NEV	False	False	False	False	False	False	PAT_100_393_595.png	true
PAT_1297	1,048	null	null	null	null	66	null	null	null	null	null	null	null	FOREARM	null	null	NEV	False	True	False	False	False	False	PAT_1297_1048_353.png	false
PAT_223	1,067	false	false	GERMANY	BRAZIL	73	false	FEMALE	true	true	true	true	3	FOREARM	4	3	ACK	True	False	False	False	False	True	PAT_223_1067_569.png	false
PAT_2114	4,609	null	null	null	null	70	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	True	PAT_2114_4609_615.png	false
PAT_581	1,114	false	false	POMERANIA	POMERANIA	58	false	FEMALE	false	false	true	false	1	HAND	11	8	BCC	True	True	False	False	False	True	PAT_581_1114_116.png	true
PAT_973	1,839	false	false	ITALY	ITALY	64	true	MALE	false	true	true	true	3	NECK	5	3	ACK	True	False	False	False	False	False	PAT_973_1839_34.png	true
PAT_1341	1,212	null	null	null	null	66	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	False	False	False	False	False	PAT_1341_1212_539.png	false
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_598.png	true
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_721.png	true
PAT_1246	846	null	null	null	null	51	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1246_846_111.png	false
PAT_1540	1,847	null	null	null	null	88	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1540_1847_249.png	false
PAT_43	61	false	false	GERMANY	GERMANY	76	false	FEMALE	false	true	false	false	2	FOREARM	15	17	SCC	True	UNK	False	UNK	True	True	PAT_43_61_210.png	true
PAT_1913	3,818	null	null	null	null	39	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1913_3818_991.png	false
PAT_876	1,665	false	false	ITALY	GERMANY	57	false	FEMALE	true	true	true	false	2	CHEST	9	6	BCC	False	False	False	False	True	True	PAT_876_1665_386.png	true
PAT_1304	1,079	null	null	null	null	77	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1304_1079_859.png	false
PAT_785	1,479	false	false	ITALY	ITALY	77	false	FEMALE	false	false	false	false	4	NOSE	15	15	BCC	True	True	False	False	False	True	PAT_785_1479_108.png	true
PAT_214	329	false	false	GERMANY	UNK	73	true	MALE	true	true	false	false	2	FOREARM	15	10	BCC	True	False	True	False	True	True	PAT_214_329_300.png	true
PAT_383	779	false	false	GERMANY	GERMANY	73	false	MALE	true	true	true	true	2	FACE	7	5	BCC	True	False	False	False	False	True	PAT_383_779_429.png	true
PAT_131	197	false	false	GERMANY	GERMANY	90	false	FEMALE	true	true	true	true	2	FOREARM	17	15	SCC	True	True	True	False	True	True	PAT_131_197_260.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_966.png	true
PAT_564	1,079	true	false	BRAZIL	BRAZIL	73	false	FEMALE	false	false	true	false	2	ARM	18	8	BCC	True	True	False	True	True	True	PAT_564_1079_31.png	true
PAT_695	1,314	false	false	GERMANY	ITALY	54	false	FEMALE	true	false	true	true	3	CHEST	6	4	BCC	True	UNK	True	UNK	True	True	PAT_695_1314_822.png	true
PAT_527	1,360	true	true	GERMANY	GERMANY	60	true	MALE	true	false	true	true	1	FOREARM	15	15	BCC	True	UNK	True	UNK	True	True	PAT_527_1360_225.png	true
PAT_1513	1,747	null	null	null	null	72	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1513_1747_851.png	false
PAT_726	1,371	false	false	POMERANIA	POMERANIA	56	false	FEMALE	false	false	false	false	2	FACE	12	11	BCC	True	True	False	False	False	True	PAT_726_1371_397.png	true
PAT_774	1,462	false	true	ITALY	ITALY	45	true	MALE	true	true	true	true	3	NECK	7	5	BCC	True	True	False	True	False	True	PAT_774_1462_821.png	true
PAT_715	1,338	false	true	POMERANIA	POMERANIA	80	true	MALE	false	true	true	true	2	FACE	12	8	ACK	True	False	False	False	False	False	PAT_715_1338_761.png	true
PAT_281	1,518	false	false	POMERANIA	POMERANIA	61	false	MALE	true	false	false	false	3	BACK	2	2	NEV	False	False	False	False	False	True	PAT_281_1518_571.png	false
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_368.png	true
PAT_1418	1,452	null	null	null	null	86	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1418_1452_948.png	false
PAT_1967	3,976	null	null	null	null	75	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	True	False	PAT_1967_3976_736.png	false
PAT_575	1,088	false	false	GERMANY	GERMANY	80	false	FEMALE	true	false	true	true	1	FACE	4	4	BCC	False	True	False	False	False	True	PAT_575_1088_134.png	true
PAT_97	151	false	false	GERMANY	GERMANY	47	true	MALE	false	false	true	false	2	CHEST	22	15	BCC	True	True	False	False	True	True	PAT_97_151_587.png	true
PAT_1757	3,316	null	null	null	null	78	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	True	False	False	False	True	PAT_1757_3316_304.png	false
PAT_30	41	false	false	GERMANY	GERMANY	57	false	MALE	false	true	true	true	3	FACE	6	6	BCC	True	UNK	False	UNK	False	False	PAT_30_41_815.png	true
PAT_698	1,319	false	false	POMERANIA	POMERANIA	83	false	FEMALE	false	false	true	true	2	HAND	9	7	SCC	True	UNK	False	UNK	False	True	PAT_698_1319_166.png	true
PAT_1706	3,144	null	null	null	null	73	null	null	null	null	null	null	null	THIGH	null	null	ACK	True	False	False	False	False	False	PAT_1706_3144_891.png	false
PAT_627	1,188	false	false	POMERANIA	POMERANIA	32	false	FEMALE	true	false	true	true	2	THIGH	7	7	NEV	True	True	False	True	False	False	PAT_627_1188_503.png	true
PAT_886	1,684	false	false	GERMANY	UNK	70	false	FEMALE	false	false	true	true	3	ARM	10	6	ACK	False	True	True	True	False	True	PAT_886_1684_103.png	true
PAT_856	1,626	false	true	UNK	UNK	51	true	MALE	true	true	true	true	3	CHEST	10	9	BCC	True	False	True	False	True	True	PAT_856_1626_630.png	true
PAT_645	1,500	false	false	GERMANY	GERMANY	58	true	FEMALE	true	false	false	false	3	HAND	6	5	BCC	True	True	False	False	True	True	PAT_645_1500_364.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_593.png	true
PAT_215	330	false	false	GERMANY	GERMANY	91	true	FEMALE	false	true	true	true	1	FACE	12	10	SCC	True	True	False	True	True	True	PAT_215_330_224.png	true
PAT_927	1,759	false	false	GERMANY	GERMANY	64	true	FEMALE	false	true	false	false	2	CHEST	9	6	BCC	True	True	True	True	False	True	PAT_927_1759_849.png	true
PAT_715	1,339	false	true	POMERANIA	POMERANIA	80	true	MALE	false	true	true	true	2	CHEST	3	2	SEK	True	UNK	False	UNK	False	True	PAT_715_1339_508.png	true
PAT_90	138	false	false	POMERANIA	POMERANIA	73	false	FEMALE	false	true	true	true	3	FACE	7	6	BCC	True	True	True	False	True	False	PAT_90_138_605.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_787.png	true
PAT_482	2,928	false	false	POMERANIA	POMERANIA	69	false	FEMALE	true	true	false	false	2	FACE	16	11	SEK	False	False	False	False	False	False	PAT_482_2928_201.png	false
PAT_474	912	false	true	GERMANY	GERMANY	38	true	FEMALE	false	true	false	false	2	EAR	13	8	BCC	True	True	False	False	True	True	PAT_474_912_879.png	true
PAT_279	430	false	true	POMERANIA	POMERANIA	51	true	MALE	false	true	false	false	2	FOREARM	17	15	ACK	True	True	False	False	True	True	PAT_279_430_356.png	true
PAT_1392	1,352	null	null	null	null	68	null	null	null	null	null	null	null	NECK	null	null	SEK	False	False	False	False	False	True	PAT_1392_1352_828.png	false
PAT_1429	1,491	null	null	null	null	58	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1429_1491_451.png	false
PAT_45	66	false	false	GERMANY	GERMANY	73	false	MALE	true	false	false	false	2	CHEST	15	14	MEL	False	UNK	False	True	False	False	PAT_45_66_822.png	true
PAT_1913	3,815	null	null	null	null	39	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1913_3815_367.png	false
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_401.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_355.png	false
PAT_229	349	false	true	POMERANIA	POMERANIA	74	false	MALE	true	true	false	false	3	NOSE	10	8	BCC	True	False	False	False	True	True	PAT_229_349_141.png	true
PAT_219	337	false	false	GERMANY	GERMANY	85	true	FEMALE	true	false	true	true	2	NOSE	11	13	SCC	True	True	False	False	True	False	PAT_219_337_358.png	true
PAT_738	1,552	false	false	POMERANIA	POMERANIA	57	true	FEMALE	true	true	false	true	2	BACK	3	3	SEK	True	True	False	False	False	True	PAT_738_1552_502.png	false
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_91.png	true
PAT_1657	2,932	null	null	null	null	23	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1657_2932_680.png	false
PAT_739	1,398	false	true	POMERANIA	POMERANIA	51	true	MALE	false	true	true	true	2	THIGH	50	48	ACK	True	False	False	False	False	False	PAT_739_1398_331.png	true
PAT_160	249	false	true	ITALY	ITALY	78	false	MALE	false	true	false	false	2	FOREARM	13	10	BCC	True	True	True	False	True	True	PAT_160_249_76.png	true
PAT_336	705	false	false	ITALY	ITALY	60	false	FEMALE	false	true	false	false	3	CHEST	6	5	BCC	True	False	False	False	False	True	PAT_336_705_711.png	true
PAT_1613	2,744	null	null	null	null	27	null	null	null	null	null	null	null	THIGH	null	null	NEV	False	True	False	False	False	True	PAT_1613_2744_603.png	false
PAT_181	281	false	false	UNK	UNK	58	false	MALE	true	false	false	false	4	LIP	11	10	BCC	False	True	False	False	False	True	PAT_181_281_54.png	true
PAT_126	192	true	false	ITALY	GERMANY	48	true	MALE	false	false	false	false	1	BACK	8	5	ACK	True	False	False	False	False	False	PAT_126_192_208.png	true
PAT_192	884	false	false	ITALY	ITALY	70	true	MALE	false	false	true	true	2	FOREARM	10	10	ACK	True	False	False	False	False	False	PAT_192_884_310.png	false
PAT_172	266	false	false	GERMANY	GERMANY	81	false	FEMALE	false	true	true	true	2	FOREARM	17	10	BCC	True	False	True	False	True	True	PAT_172_266_950.png	true
PAT_987	1,859	false	false	POMERANIA	POMERANIA	47	true	FEMALE	true	false	false	false	3	FACE	13	9	ACK	True	True	True	True	False	True	PAT_987_1859_724.png	true
PAT_1401	1,373	null	null	null	null	51	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1401_1373_881.png	false
PAT_1403	1,392	null	null	null	null	50	null	null	null	null	null	null	null	NOSE	null	null	ACK	False	False	False	False	False	False	PAT_1403_1392_848.png	false
PAT_190	291	false	false	POMERANIA	POMERANIA	61	true	MALE	false	true	true	false	2	FOREARM	15	9	BCC	True	True	True	False	True	False	PAT_190_291_366.png	true
PAT_830	1,564	true	true	ITALY	GERMANY	84	false	MALE	true	false	false	false	2	NOSE	7	7	BCC	True	UNK	False	UNK	False	True	PAT_830_1564_740.png	true
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_768.png	true
PAT_1712	3,175	null	null	null	null	66	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1712_3175_600.png	false
PAT_1713	3,179	null	null	null	null	65	null	null	null	null	null	null	null	FACE	null	null	SEK	True	False	False	False	False	True	PAT_1713_3179_888.png	false
PAT_681	1,299	true	false	UNK	SPAIN	71	true	MALE	true	false	true	false	2	LIP	5	5	BCC	False	UNK	False	UNK	False	True	PAT_681_1299_458.png	true
PAT_747	1,409	false	false	UNK	BRAZIL	55	false	MALE	true	false	true	true	3	FOREARM	15	10	ACK	True	True	False	False	True	True	PAT_747_1409_466.png	true
PAT_136	203	false	false	UNK	UNK	60	false	FEMALE	false	true	true	true	2	NOSE	5	5	BCC	False	UNK	False	UNK	False	True	PAT_136_203_436.png	true
PAT_1801	3,461	null	null	null	null	56	null	null	null	null	null	null	null	FACE	null	null	NEV	False	False	False	False	False	True	PAT_1801_3461_351.png	false
PAT_498	944	false	true	POMERANIA	POMERANIA	60	true	FEMALE	true	false	false	false	2	FACE	4	2	ACK	False	False	False	False	False	False	PAT_498_944_488.png	true
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_43.png	true
PAT_414	822	false	false	UNK	ITALY	20	true	FEMALE	false	false	false	false	4	BACK	4	2	ACK	False	False	False	False	False	True	PAT_414_822_420.png	true
PAT_754	1,429	false	false	ITALY	GERMANY	75	false	MALE	true	false	true	true	2	FOREARM	40	34	MEL	False	True	False	False	False	False	PAT_754_1429_380.png	true
PAT_1407	1,402	null	null	null	null	81	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1407_1402_562.png	false
PAT_386	785	true	false	POMERANIA	POMERANIA	66	false	MALE	true	false	true	true	2	EAR	20	15	ACK	True	False	True	False	True	True	PAT_386_785_536.png	true
PAT_1294	1,031	null	null	null	null	35	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	True	False	False	False	PAT_1294_1031_466.png	false
PAT_273	421	false	false	POMERANIA	POMERANIA	41	true	MALE	false	false	false	false	2	FACE	9	5	BCC	True	UNK	True	UNK	True	True	PAT_273_421_905.png	true
PAT_491	934	false	false	POMERANIA	POMERANIA	43	true	FEMALE	true	true	false	false	2	FACE	9	5	SCC	True	UNK	False	UNK	True	True	PAT_491_934_46.png	true
PAT_1708	3,156	null	null	null	null	73	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	False	PAT_1708_3156_175.png	false
PAT_46	880	false	false	POMERANIA	POMERANIA	55	false	FEMALE	true	true	true	true	3	CHEST	13	12	BCC	True	True	False	True	False	False	PAT_46_880_140.png	true
PAT_1343	1,217	null	null	null	null	74	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	False	False	False	False	False	PAT_1343_1217_404.png	false
PAT_326	690	false	false	POMERANIA	POMERANIA	58	true	FEMALE	true	true	false	false	3	FACE	5	4	BCC	True	False	False	False	False	True	PAT_326_690_823.png	true
PAT_1714	3,189	null	null	null	null	41	null	null	null	null	null	null	null	THIGH	null	null	SEK	False	True	False	False	False	True	PAT_1714_3189_989.png	false