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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_1441	1,531	null	null	null	null	52	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1441_1531_670.png	false
PAT_1128	497	null	null	null	null	40	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	True	False	False	PAT_1128_497_29.png	false
PAT_437	857	true	false	GERMANY	GERMANY	63	false	MALE	true	true	false	false	2	FACE	10	10	ACK	False	False	False	False	False	False	PAT_437_857_425.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_510.png	false
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_15.png	false
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_221.png	true
PAT_406	809	false	false	GERMANY	NETHERLANDS	62	true	MALE	true	false	false	false	3	NOSE	7	5	BCC	True	True	True	False	True	True	PAT_406_809_581.png	true
PAT_778	1,471	false	true	GERMANY	ITALY	52	false	FEMALE	false	true	true	true	3	FACE	15	10	BCC	False	True	False	True	True	True	PAT_778_1471_911.png	true
PAT_514	968	true	true	GERMANY	GERMANY	64	true	MALE	true	true	true	true	3	FACE	12	9	BCC	False	UNK	False	UNK	False	True	PAT_514_968_269.png	true
PAT_2151	4,779	null	null	null	null	69	null	null	null	null	null	null	null	FACE	null	null	SEK	True	True	False	False	False	False	PAT_2151_4779_515.png	false
PAT_1546	1,872	null	null	null	null	75	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	True	False	True	PAT_1546_1872_824.png	false
PAT_361	1,567	false	false	POMERANIA	POMERANIA	71	true	MALE	true	false	false	false	3	FACE	10	7	BCC	False	True	False	True	False	True	PAT_361_1567_487.png	true
PAT_194	298	false	false	UNK	UNK	63	false	FEMALE	false	true	true	true	4	NECK	6	4	SEK	False	True	False	True	False	False	PAT_194_298_367.png	true
PAT_260	400	false	false	POMERANIA	POMERANIA	78	true	FEMALE	true	true	false	false	1	FACE	10	10	ACK	True	False	True	False	True	True	PAT_260_400_842.png	true
PAT_345	719	false	true	GERMANY	GERMANY	53	false	MALE	true	true	true	true	2	BACK	10	10	NEV	False	UNK	False	UNK	False	True	PAT_345_719_815.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_936.png	true
PAT_244	374	false	false	UNK	UNK	35	true	MALE	false	true	true	true	4	CHEST	6	5	NEV	False	True	False	True	False	True	PAT_244_374_726.png	true
PAT_1451	1,561	null	null	null	null	36	null	null	null	null	null	null	null	LIP	null	null	NEV	False	True	False	False	False	True	PAT_1451_1561_100.png	false
PAT_1066	281	null	null	null	null	47	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1066_281_99.png	false
PAT_612	1,163	false	false	ITALY	ITALY	90	false	FEMALE	false	true	true	true	1	ARM	19	15	SCC	UNK	UNK	UNK	UNK	False	True	PAT_612_1163_833.png	true
PAT_1172	622	null	null	null	null	35	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	False	False	False	PAT_1172_622_420.png	false
PAT_63	98	false	false	BRAZIL	NORWAY	35	false	FEMALE	false	true	true	true	2	FACE	11	7	BCC	False	False	False	False	False	True	PAT_63_98_127.png	true
PAT_877	1,667	false	true	UNK	UNK	62	true	MALE	false	false	false	false	2	BACK	15	11	BCC	False	True	False	True	False	True	PAT_877_1667_667.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_762.png	false
PAT_1484	1,682	null	null	null	null	28	null	null	null	null	null	null	null	HAND	null	null	NEV	False	False	False	False	False	True	PAT_1484_1682_240.png	false
PAT_945	1,796	false	false	UNK	UNK	83	false	FEMALE	true	true	true	true	3	FOREARM	15	15	SCC	True	UNK	False	UNK	False	True	PAT_945_1796_583.png	true
PAT_240	366	false	false	ITALY	ITALY	79	true	MALE	false	true	true	true	2	BACK	12	10	SCC	True	UNK	False	UNK	False	False	PAT_240_366_768.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_810.png	false
PAT_1100	402	null	null	null	null	57	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	True	False	False	False	True	PAT_1100_402_375.png	false
PAT_1844	3,618	null	null	null	null	68	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1844_3618_373.png	false
PAT_536	3,227	false	false	GERMANY	GERMANY	52	false	FEMALE	false	false	true	true	2	FOREARM	6	5	ACK	True	False	False	False	False	False	PAT_536_3227_442.png	false
PAT_368	2,427	false	false	POMERANIA	POMERANIA	50	true	MALE	false	true	false	false	2	FOREARM	9	6	ACK	True	False	False	False	False	False	PAT_368_2427_803.png	false
PAT_1960	3,957	null	null	null	null	34	null	null	null	null	null	null	null	BACK	null	null	NEV	True	True	True	True	False	True	PAT_1960_3957_864.png	false
PAT_300	647	true	false	GERMANY	GERMANY	62	false	FEMALE	true	true	false	false	2	NOSE	14	10	BCC	True	True	True	False	True	True	PAT_300_647_501.png	true
PAT_242	369	true	true	GERMANY	GERMANY	45	false	FEMALE	true	true	true	true	2	CHEST	12	12	BCC	True	True	False	False	False	True	PAT_242_369_337.png	true
PAT_780	1,473	false	false	GERMANY	GERMANY	56	false	FEMALE	true	true	true	true	3	HAND	11	10	SCC	True	UNK	False	UNK	False	True	PAT_780_1473_791.png	true
PAT_58	91	false	true	POMERANIA	POMERANIA	63	false	MALE	false	false	false	false	2	FACE	9	6	BCC	False	True	False	False	False	True	PAT_58_91_143.png	true
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_724.png	true
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_525.png	true
PAT_152	230	false	false	GERMANY	GERMANY	68	false	MALE	false	true	true	true	2	BACK	15	10	BCC	True	False	True	False	True	False	PAT_152_230_707.png	true
PAT_108	161	false	false	POMERANIA	POMERANIA	68	true	MALE	true	true	true	true	2	FOREARM	11	7	SCC	True	True	True	True	True	True	PAT_108_161_575.png	true
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_783.png	false
PAT_1071	314	null	null	null	null	55	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1071_314_500.png	false
PAT_573	1,090	false	false	POMERANIA	POMERANIA	51	true	FEMALE	true	false	false	false	4	FACE	9	7	BCC	True	True	True	False	False	True	PAT_573_1090_660.png	true
PAT_753	1,427	false	false	GERMANY	GERMANY	61	false	FEMALE	false	true	true	true	3	FACE	5	5	ACK	False	True	False	True	False	True	PAT_753_1427_496.png	true
PAT_988	1,858	false	false	POMERANIA	POMERANIA	78	false	FEMALE	true	false	true	false	3	FACE	7	5	BCC	True	False	False	False	True	True	PAT_988_1858_944.png	true
PAT_1624	2,807	null	null	null	null	22	null	null	null	null	null	null	null	FOREARM	null	null	NEV	True	True	False	False	False	True	PAT_1624_2807_679.png	false
PAT_1264	907	null	null	null	null	31	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1264_907_674.png	false
PAT_1882	3,718	null	null	null	null	58	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	True	False	False	False	True	PAT_1882_3718_982.png	false
PAT_1300	1,056	null	null	null	null	75	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	True	False	False	False	False	PAT_1300_1056_532.png	false
PAT_897	1,704	false	false	ITALY	ITALY	49	false	FEMALE	true	true	true	false	2	FOOT	8	4	NEV	False	UNK	False	UNK	False	False	PAT_897_1704_988.png	true
PAT_72	110	false	false	POMERANIA	POMERANIA	36	false	FEMALE	true	false	true	true	2	BACK	8	6	NEV	False	True	False	False	False	False	PAT_72_110_944.png	true
PAT_1396	1,360	null	null	null	null	52	null	null	null	null	null	null	null	FOREARM	null	null	SEK	True	False	False	False	False	True	PAT_1396_1360_4.png	false
PAT_321	682	false	false	GERMANY	GERMANY	85	false	FEMALE	false	true	false	false	2	FACE	7	7	SCC	True	False	True	False	False	True	PAT_321_682_236.png	true
PAT_1259	892	null	null	null	null	72	null	null	null	null	null	null	null	NOSE	null	null	ACK	True	False	False	False	False	False	PAT_1259_892_793.png	false
PAT_200	304	false	false	PORTUGAL	PORTUGAL	80	false	MALE	false	true	true	true	3	EAR	10	6	BCC	True	True	True	False	True	False	PAT_200_304_139.png	true
PAT_601	1,147	true	false	ITALY	PORTUGAL	84	true	FEMALE	false	false	true	true	4	CHEST	15	10	BCC	True	True	False	False	True	True	PAT_601_1147_889.png	true
PAT_1950	3,932	null	null	null	null	68	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	False	True	True	PAT_1950_3932_655.png	false
PAT_934	1,777	false	false	POMERANIA	POMERANIA	68	true	MALE	false	false	true	true	2	FACE	13	6	ACK	False	False	False	False	False	False	PAT_934_1777_423.png	true
PAT_898	1,706	false	true	POMERANIA	POMERANIA	50	true	MALE	false	false	true	true	3	BACK	8	4	NEV	False	UNK	False	UNK	False	False	PAT_898_1706_496.png	true
PAT_1631	2,837	null	null	null	null	63	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1631_2837_667.png	false
PAT_1267	912	null	null	null	null	54	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1267_912_371.png	false
PAT_616	1,169	true	false	UNK	UNK	52	false	FEMALE	false	true	true	true	4	CHEST	5	3	SEK	False	UNK	False	UNK	False	True	PAT_616_1169_3.png	true
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_905.png	false
PAT_324	1,464	false	false	GERMANY	GERMANY	46	false	FEMALE	false	false	true	true	2	FOREARM	8	6	BCC	False	UNK	False	UNK	False	True	PAT_324_1464_266.png	true
PAT_1064	273	null	null	null	null	44	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1064_273_980.png	false
PAT_313	669	false	false	GERMANY	GERMANY	85	true	FEMALE	true	true	true	true	2	FACE	10	9	BCC	True	True	True	False	False	True	PAT_313_669_935.png	true
PAT_729	1,382	false	false	POMERANIA	POMERANIA	49	true	FEMALE	true	false	true	false	2	EAR	6	4	BCC	True	UNK	True	UNK	True	False	PAT_729_1382_390.png	true
PAT_245	376	false	true	BRAZIL	GERMANY	71	false	MALE	false	true	true	true	3	BACK	30	20	BCC	True	True	False	False	True	False	PAT_245_376_197.png	true
PAT_1158	570	null	null	null	null	44	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	True	False	False	False	False	PAT_1158_570_376.png	false
PAT_115	177	false	false	POMERANIA	POMERANIA	69	false	MALE	false	true	false	false	2	FOREARM	18	18	BCC	True	True	True	False	True	True	PAT_115_177_622.png	true
PAT_544	1,028	false	false	UNK	UNK	87	false	FEMALE	false	false	false	false	2	FACE	5	4	BCC	True	True	False	False	False	True	PAT_544_1028_226.png	true
PAT_1708	3,157	null	null	null	null	73	null	null	null	null	null	null	null	HAND	null	null	SEK	False	False	False	False	False	True	PAT_1708_3157_518.png	false
PAT_53	82	false	false	BRAZIL	BRAZIL	78	false	MALE	false	true	true	false	1	BACK	10	7	BCC	True	True	False	False	False	True	PAT_53_82_657.png	true
PAT_1547	1,875	null	null	null	null	58	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	True	PAT_1547_1875_436.png	false
PAT_611	1,158	false	false	GERMANY	GERMANY	68	false	FEMALE	false	true	true	false	2	THIGH	6	5	MEL	False	True	False	UNK	False	False	PAT_611_1158_156.png	true
PAT_185	285	false	true	GERMANY	GERMANY	62	false	MALE	false	true	true	false	2	ARM	11	9	BCC	True	True	True	False	True	True	PAT_185_285_97.png	true
PAT_267	1,258	false	false	POMERANIA	POMERANIA	79	false	MALE	false	false	false	false	2	FACE	14	14	SEK	False	False	False	False	False	True	PAT_267_1258_693.png	false
PAT_112	171	true	false	POMERANIA	POMERANIA	69	false	MALE	true	false	false	false	1	FACE	5	5	BCC	False	True	False	False	False	True	PAT_112_171_863.png	true
PAT_1480	1,673	null	null	null	null	76	null	null	null	null	null	null	null	SCALP	null	null	SEK	True	True	False	False	False	True	PAT_1480_1673_701.png	false
PAT_1494	1,707	null	null	null	null	68	null	null	null	null	null	null	null	ABDOMEN	null	null	SEK	True	True	False	False	False	True	PAT_1494_1707_125.png	false
PAT_1527	1,794	null	null	null	null	70	null	null	null	null	null	null	null	BACK	null	null	SEK	True	True	False	False	False	True	PAT_1527_1794_662.png	false
PAT_1946	3,924	null	null	null	null	73	null	null	null	null	null	null	null	ARM	null	null	SEK	True	True	False	False	False	True	PAT_1946_3924_627.png	false
PAT_522	3,174	false	false	ITALY	ITALY	53	false	MALE	false	false	true	true	2	SCALP	10	8	ACK	True	False	False	False	False	False	PAT_522_3174_761.png	false
PAT_2162	4,820	null	null	null	null	32	null	null	null	null	null	null	null	BACK	null	null	NEV	False	False	False	False	False	True	PAT_2162_4820_913.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_256.png	true
PAT_338	710	false	false	GERMANY	GERMANY	81	false	FEMALE	true	false	true	true	1	THIGH	15	12	SCC	True	True	False	True	False	False	PAT_338_710_93.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_54.png	true
PAT_1374	1,286	null	null	null	null	54	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	True	True	PAT_1374_1286_494.png	false
PAT_1572	2,496	null	null	null	null	72	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	False	PAT_1572_2496_418.png	false
PAT_1404	1,393	null	null	null	null	52	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1404_1393_369.png	false
PAT_707	1,327	false	false	UNK	UNK	55	true	FEMALE	false	true	true	true	5	NOSE	1	1	ACK	False	False	False	False	False	True	PAT_707_1327_245.png	true
PAT_639	1,208	false	true	GERMANY	NETHERLANDS	66	false	FEMALE	true	true	true	true	2	HAND	8	7	BCC	False	UNK	False	UNK	False	True	PAT_639_1208_986.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_92.png	true
PAT_1376	1,297	null	null	null	null	75	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	True	False	False	False	True	PAT_1376_1297_686.png	false
PAT_566	178	false	false	ITALY	BRAZIL	57	false	MALE	false	false	true	true	3	ARM	4	3	ACK	True	False	False	False	False	False	PAT_566_178_625.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_76.png	true
PAT_1749	3,288	null	null	null	null	66	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	False	PAT_1749_3288_409.png	false
PAT_572	1,086	false	false	POMERANIA	POMERANIA	39	false	FEMALE	false	false	true	true	3	FACE	18	15	BCC	True	True	True	True	True	True	PAT_572_1086_130.png	true
PAT_459	892	false	true	GERMANY	GERMANY	84	false	MALE	false	false	true	true	2	FACE	12	9	BCC	True	True	True	False	True	True	PAT_459_892_804.png	true