Datasets:

deepsynthbody
/

deepfake-ecg-small

TestID int64 140k 302k	patid int64 0 12.3k	AcquisitionDateTime_DT null	AnalysisSoftwareVersion null	ecgday null	avgrrinterval float64 598 1.01k	tonset float64 290 342	NumQRSComplexes float64 9 17	VentRate int64 60 100	AtrialRate int64 60 100	pr float64 112 208	qrs int64 66 116	qt int64 318 470	paxis float64 -27 114 ⌀	raxis int64 -29 89	taxis int64 -26 88	QRSCount int64 9 17	qonset int64 201 231	qoffset int64 249 282	ponset float64 103 170 ⌀	poffset float64 153 228 ⌀	toffset int64 375 454	samplerate_ECG int64 500 500	qtcf int64 359 472	P_OnsetAmpl_i float64 -103 136	P_OnsetAmpl_ii float64 -118 161	P_OnsetAmpl_v1 float64 -162 102	P_OnsetAmpl_v2 float64 -147 180	P_OnsetAmpl_v3 float64 -201 209	P_OnsetAmpl_v4 float64 -64 146	P_OnsetAmpl_v5 float64 -103 136	P_OnsetAmpl_v6 float64 -74 112	P_OnsetAmpl_iii float64 -196 166	P_OnsetAmpl_avr float64 -118 48	P_OnsetAmpl_avl float64 -108 136	P_OnsetAmpl_avf float64 -157 141	P_PeakAmpl_i float64 -53 151	P_PeakAmpl_ii float64 -39 249	P_PeakAmpl_v1 float64 -107 107	P_PeakAmpl_v2 float64 -97 151	P_PeakAmpl_v3 float64 -48 190	P_PeakAmpl_v4 float64 -73 161	P_PeakAmpl_v5 float64 -97 170	P_PeakAmpl_v6 float64 -83 161	P_PeakAmpl_iii float64 -78 214	P_PeakAmpl_avr float64 -185 29	P_PeakAmpl_avl float64 -112 122	P_PeakAmpl_avf float64 -58 234	P_Duration_i float64 0 178	P_Duration_ii float64 0 184	P_Duration_v1 float64 0 168	P_Duration_v2 float64 0 174	P_Duration_v3 float64 0 178	P_Duration_v4 float64 0 178	P_Duration_v5 float64 0 184	P_Duration_v6 float64 0 178	P_Duration_iii float64 0 178	P_Duration_avr float64 0 184	P_Duration_avl float64 0 178	P_Duration_avf float64 0 184	P_Area_i float64 -93 446	P_Area_ii float64 -72 874	P_Area_v1 float64 -449 282	P_Area_v2 float64 -493 613	P_Area_v3 float64 -139 763	P_Area_v4 float64 -227 646	P_Area_v5 float64 -273 631	P_Area_v6 float64 -257 511	P_Area_iii float64 -251 713	P_Area_avr float64 -650 17	P_Area_avl float64 -360 365	P_Area_avf float64 -128 797	P_PeakTime_i float64 0 132	P_PeakTime_ii 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175	Q_PeakAmpl_v5 float64 0 258	Q_PeakAmpl_v6 float64 0 253	Q_PeakAmpl_iii float64 0 751	Q_PeakAmpl_avr float64 0 1.56k	Q_PeakAmpl_avl float64 0 581	Q_PeakAmpl_avf float64 0 249	Q_Duration_i float64 0 46	Q_Duration_ii float64 0 38	Q_Duration_v3 float64 0 33	Q_Duration_v4 float64 0 35	Q_Duration_v5 float64 0 40	Q_Duration_v6 float64 0 42	Q_Duration_iii float64 0 114	Q_Duration_avr float64 0 116	Q_Duration_avl float64 0 112	Q_Duration_avf float64 0 41	Q_Area_i float64 0 253	Q_Area_ii float64 0 168	Q_Area_v3 float64 0 64	Q_Area_v4 float64 0 123	Q_Area_v5 float64 0 199	Q_Area_v6 float64 0 186	Q_Area_iii float64 0 1.35k	Q_Area_avr float64 0 2.4k	Q_Area_avl float64 0 774	Q_Area_avf float64 0 200	Q_PeakTime_i float64 0 40	Q_PeakTime_ii float64 0 30	Q_PeakTime_v3 float64 0 28	Q_PeakTime_v4 float64 0 28	Q_PeakTime_v5 float64 0 32	Q_PeakTime_v6 float64 0 36	Q_PeakTime_iii float64 0 80	Q_PeakTime_avr float64 0 66	Q_PeakTime_avl float64 0 66	Q_PeakTime_avf float64 0 36	R_PeakAmpl_i float64 14 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3.29k	R_PeakTime_i float64 2 66	R_PeakTime_ii float64 2 66	R_PeakTime_v1 float64 0 68	R_PeakTime_v2 float64 2 82	R_PeakTime_v3 float64 4 72	R_PeakTime_v4 float64 4 68	R_PeakTime_v5 float64 4 64	R_PeakTime_v6 float64 6 68	R_PeakTime_iii float64 0 100	R_PeakTime_avr float64 0 104	R_PeakTime_avl float64 0 90	R_PeakTime_avf float64 2 90	S_PeakAmpl_i float64 0 727	S_PeakAmpl_ii float64 0 576	S_PeakAmpl_v1 float64 0 2k	S_PeakAmpl_v2 float64 0 3.15k	S_PeakAmpl_v3 float64 0 2.49k	S_PeakAmpl_v4 float64 0 1.65k	S_PeakAmpl_v5 float64 0 1.04k	S_PeakAmpl_v6 float64 0 678	S_PeakAmpl_iii float64 0 996	S_PeakAmpl_avr float64 0 1.56k	S_PeakAmpl_avl float64 0 1.01k	S_PeakAmpl_avf float64 0 708	S_Duration_i float64 0 64	S_Duration_ii float64 0 65	S_Duration_v1 float64 0 97	S_Duration_v2 float64 0 91	S_Duration_v3 float64 0 81	S_Duration_v4 float64 0 69	S_Duration_v5 float64 0 67	S_Duration_v6 float64 0 65	S_Duration_iii float64 0 101	S_Duration_avr float64 0 106	S_Duration_avl float64 0 99	S_Duration_avf 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float64 -35 981	STE_v3 float64 -54 878	STE_v4 float64 -44 629	STE_v5 float64 -59 468	STE_v6 float64 -54 346	STE_iii float64 -142 190	STE_avr float64 -274 58	STE_avl float64 -93 161	STE_avf float64 -93 190	MaxST_i float64 -40 273	MaxST_ii float64 -59 283	MaxST_v1 float64 -123 288	MaxST_v2 float64 -30 981	MaxST_v3 float64 -44 878	MaxST_v4 float64 -40 629	MaxST_v5 float64 -59 468	MaxST_v6 float64 -54 346	MaxST_iii float64 -103 312	MaxST_avr float64 -108 87	MaxST_avl float64 -54 161	MaxST_avf float64 -59 273	MinST_i float64 -98 97	MinST_ii float64 -118 151	MinST_v1 float64 -186 146	MinST_v2 float64 -186 273	MinST_v3 float64 -181 244	MinST_v4 float64 -176 185	MinST_v5 float64 -113 161	MinST_v6 float64 -113 131	MinST_iii float64 -196 122	MinST_avr float64 -137 48	MinST_avl float64 -196 97	MinST_avf float64 -142 126	T_Special_i float64 -29 512	T_Special_ii float64 -53 586	T_Special_v1 float64 -410 312	T_Special_v2 float64 -200 918	T_Special_v3 float64 -87 1k	T_Special_v4 float64 -112 1.01k	T_Special_v5 float64 -43 786	T_Special_v6 float64 -48 572	T_Special_iii float64 -228 336	T_Special_avr float64 -678 -77	T_Special_avl float64 -170 292	T_Special_avf float64 -92 430	QRS_Balance_i float64 -63 1.69k	QRS_Balance_ii float64 -83 2.01k	QRS_Balance_v1 float64 -1,777 274	QRS_Balance_v2 float64 -2,636 1.5k	QRS_Balance_v3 float64 -1,777 2.86k	QRS_Balance_v4 float64 -952 3.1k	QRS_Balance_v5 float64 -127 2.54k	QRS_Balance_v6 float64 54 2.15k	QRS_Balance_iii float64 -918 1.7k	QRS_Balance_avr float64 -1,557 -49	QRS_Balance_avl float64 -786 1.02k	QRS_Balance_avf float64 -611 1.76k	QRS_Deflection_i float64 141 1.92k	QRS_Deflection_ii float64 209 2.22k	QRS_Deflection_v1 float64 180 2.57k	QRS_Deflection_v2 float64 287 4.19k	QRS_Deflection_v3 float64 327 4.18k	QRS_Deflection_v4 float64 482 3.89k	QRS_Deflection_v5 float64 356 2.93k	QRS_Deflection_v6 float64 238 2.45k	QRS_Deflection_iii float64 1 2.26k	QRS_Deflection_avr float64 360 1.67k	QRS_Deflection_avl float64 1 1.35k	QRS_Deflection_avf float64 72 2.16k	Max_R_Ampl_i float64 117 1.69k	Max_R_Ampl_ii float64 117 2.11k	Max_R_Ampl_v1 float64 0 737	Max_R_Ampl_v2 float64 24 2.27k	Max_R_Ampl_v3 float64 107 2.96k	Max_R_Ampl_v4 float64 195 3.38k	Max_R_Ampl_v5 float64 249 2.58k	Max_R_Ampl_v6 float64 146 2.24k	Max_R_Ampl_iii float64 0 1.92k	Max_R_Ampl_avr float64 0 405	Max_R_Ampl_avl float64 0 1.09k	Max_R_Ampl_avf float64 24 1.91k	Max_S_Ampl_i float64 0 727	Max_S_Ampl_ii float64 0 576	Max_S_Ampl_v1 float64 43 2k	Max_S_Ampl_v2 float64 0 3.15k	Max_S_Ampl_v3 float64 0 2.49k	Max_S_Ampl_v4 float64 0 1.65k	Max_S_Ampl_v5 float64 0 1.04k	Max_S_Ampl_v6 float64 0 678	Max_S_Ampl_iii float64 0 996	Max_S_Ampl_avr float64 283 1.56k	Max_S_Ampl_avl float64 0 1.01k	Max_S_Ampl_avf float64 0 708	T_PeakAmpl_i float64 -34 668	T_PeakAmpl_ii float64 -53 698	T_PeakAmpl_v1 float64 -410 488	T_PeakAmpl_v2 float64 -126 1.55k	T_PeakAmpl_v3 float64 -78 1.44k	T_PeakAmpl_v4 float64 -48 1.25k	T_PeakAmpl_v5 float64 -43 1.04k	T_PeakAmpl_v6 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223,331	4	null	null	null	860	315	12	70	70	154	92	390	46	62	31	12	216	262	139	190	411	500	410	19	14	-30	-5	0	-10	0	0	-5	-20	14	4	63	92	24	39	53	63	53	58	39	-78	24	68	102	102	35	48	102	102	102	102	102	102	102	102	170	234	26	56	137	170	155	138	63	-210	59	159	52	46	18	22	36	38	52	54	46	50	22	46	0	-48	-24	0	0	0	67	54	0	0	0	-73	-17	0	0	0	58	52	0	0	39	78	0	19	83	53	0	0	34	0	20	23	0	18	24	24	0	0	16	0	22	30	0	10	37	27	0	0	15	0	12	18	0	12	18	18	0	0	10	0	795	1,621	263	483	507	1,914	1,767	1,337	39	48	180	24	45	60	30	33	44	59	68	68	14	22	30	12	1,024	2,152	179	362	570	2,462	2,277	1,754	15	21	159	9	44	48	22	22	30	48	48	48	10	16	30	8	78	0	1,289	1,333	551	0	0	0	68	1,196	234	68	27	0	62	59	48	0	0	0	16	52	46	13	62	0	1,727	1,669	569	0	0	0	37	1,569	255	26	76	0	50	52	64	0	0	0	22	48	64	18	0	0	869	0	0	1,235	0	0	56	0	0	60	0	0	1,203	0	0	1,675	0	0	50	0	0	48	4	-54	-40	-5	24	-20	19	14	-59	24	34	-54	19	-10	19	73	58	0	-5	-15	-30	-5	24	-20	43	14	19	141	102	53	48	9	-30	-30	39	-5	43	14	19	141	102	53	48	14	-30	24	39	-5	4	-54	-40	-5	24	-20	-5	-15	-59	-5	24	-54	142	200	10	166	186	264	220	196	-39	-195	58	126	717	1,543	-1,026	-850	-44	1,895	1,684	1,284	801	-1,148	-54	1,167	873	1,699	1,552	1,816	1,058	1,933	1,850	1,390	937	1,244	414	1,303	795	1,621	263	483	507	1,914	1,767	1,337	869	48	180	1,235	78	78	1,289	1,333	551	19	83	53	68	1,196	234	68	185	214	29	307	288	317	268	205	-39	-195	97	126	192	192	61	192	192	192	192	192	50	192	192	192	1,013	1,025	70	1,751	1,578	1,596	1,337	855	-48	-1,031	514	537	102	84	6	68	76	90	88	78	6	84	104	78	43	0	0	96	0	0	96	0	0	64	0	0	34	24	-54	29	19	29	9	4	-10	-30	24	9	169	234	-46	41	137	170	155	138	65	-202	52	150	939	2,115	-1,544	-1,306	0	2,437	2,237	1,726	1,176	-1,527	-118	1,646	1,009	1,023	-120	1,748	1,576	1,593	1,336	855	14	-1,016	498	519	44	48	50	52	64	48	48	48	50	48	64	48	1	1	0	384	385	1	7	7	256	6	6	0	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
234,442	5	null	null	null	962	322	11	62	62	164	96	366	86	63	47	11	214	262	132	193	397	500	370	-10	39	4	39	68	39	14	24	48	-15	-30	43	34	107	9	43	53	73	63	53	97	-73	-58	92	76	122	46	64	122	122	122	122	122	122	122	122	66	394	13	80	161	203	185	182	364	-220	-158	386	38	40	20	38	32	40	44	56	84	40	88	40	-29	-24	0	0	0	46	76	0	0	0	-36	-47	0	0	0	94	68	0	0	0	0	0	0	0	0	0	34	673	0	0	0	0	0	0	0	0	23	96	0	0	0	0	0	0	0	0	18	1,101	0	0	0	0	0	0	0	0	14	44	0	0	483	922	63	219	1,157	1,313	1,157	908	615	0	131	751	82	96	24	35	62	96	96	96	73	0	46	96	664	1,542	33	227	1,710	2,048	1,894	1,559	909	0	147	1,226	42	50	18	20	42	46	48	48	54	0	34	50	0	0	1,079	1,425	166	0	0	0	0	0	224	0	0	0	72	55	19	0	0	0	0	0	50	0	0	0	1,916	1,882	107	0	0	0	0	0	260	0	0	0	52	60	66	0	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-20	39	9	87	102	78	78	53	58	-10	-40	48	34	102	53	278	200	122	87	83	68	-69	-15	87	131	175	156	649	473	341	253	185	43	-157	43	112	131	175	156	649	473	341	253	185	68	-10	43	112	-20	39	9	87	102	78	78	53	58	-69	-40	48	147	186	49	308	278	210	191	181	54	-317	69	117	483	922	-1,016	-1,206	991	1,313	1,157	908	581	-673	-93	751	483	922	1,142	1,644	1,323	1,313	1,157	908	649	673	355	751	483	922	63	219	1,157	1,313	1,157	908	615	0	131	751	0	0	1,079	1,425	166	0	0	0	34	673	224	0	278	361	205	957	751	551	444	366	97	-317	112	229	150	150	150	150	150	150	150	150	150	150	110	150	1,255	1,812	850	4,349	3,634	2,613	2,097	1,682	557	-1,542	405	1,197	54	60	30	36	48	48	54	62	70	54	38	66	0	0	0	0	0	0	0	0	0	0	0	0	14	68	19	63	97	58	48	39	53	-44	-20	63	30	394	-34	57	159	203	181	182	364	-212	-167	379	652	1,537	-1,884	-1,644	1,654	2,040	1,886	1,553	885	-1,095	-116	1,211	1,253	1,805	848	4,342	3,624	2,607	2,092	1,678	552	-1,529	351	1,179	42	50	52	60	42	46	48	48	54	44	60	50	0	1	384	385	1	5	5	5	6	6	0	0	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
245,553	6	null	null	null	944	321	10	63	63	190	94	408	30	25	14	10	215	262	120	198	419	500	414	63	53	-25	24	19	107	58	39	-10	-59	39	24	117	122	-24	83	107	87	92	83	48	-117	68	78	156	156	29	93	108	156	156	156	78	156	156	156	391	391	-19	219	235	317	357	281	56	-400	212	210	82	66	18	56	60	70	70	66	46	70	82	52	0	39	0	-39	0	0	40	0	53	0	0	48	0	-60	0	0	52	0	100	0	19	43	0	0	53	92	146	0	0	43	19	22	0	0	20	24	94	0	0	25	8	20	0	0	23	51	333	0	0	21	16	16	0	0	16	20	64	0	0	20	1,235	1,166	214	659	615	620	1,494	1,557	0	29	654	551	75	56	31	36	36	53	45	50	0	20	94	44	1,833	1,520	156	525	484	755	1,884	2,060	0	11	1,085	656	48	48	24	26	28	32	46	48	0	16	48	48	0	39	1,157	1,245	1,416	737	249	87	0	1,201	0	68	0	16	63	44	54	34	25	20	0	74	0	25	0	10	1,558	1,630	2,210	706	208	38	0	1,675	0	50	0	84	50	50	58	64	74	82	0	48	0	84	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	68	19	39	200	48	117	53	24	-49	-44	58	-15	63	34	34	131	48	97	19	14	-30	-49	48	4	102	68	-30	166	126	151	78	68	-35	-88	68	19	102	68	39	200	126	151	78	68	-30	-44	68	19	63	19	34	131	48	97	19	14	-49	-49	48	-15	166	141	-136	175	162	185	200	171	-83	-239	102	59	1,216	1,123	-943	-586	-801	-117	1,245	1,465	-146	-1,172	654	483	1,254	1,209	1,371	1,904	2,031	1,357	1,743	1,649	146	1,230	654	619	1,235	1,166	214	659	615	620	1,494	1,557	0	29	654	551	19	43	1,157	1,245	1,416	737	249	92	146	1,201	0	68	268	209	-136	341	288	336	278	239	-83	-239	170	78	196	196	196	196	196	196	196	196	196	196	196	196	1,796	1,284	-766	2,171	1,740	2,285	1,647	1,407	-512	-1,552	1,168	401	110	116	124	78	94	112	110	124	80	114	100	116	0	0	0	0	0	0	0	0	0	0	0	0	102	73	-59	83	68	141	97	78	-30	-88	68	24	387	391	-141	187	219	317	357	279	4	-389	192	198	1,817	1,489	-1,402	-1,016	-1,722	70	1,658	1,969	-328	-1,653	1,073	581	1,786	1,276	-760	2,163	1,733	2,270	1,637	1,399	-510	-1,531	1,148	383	48	48	50	50	58	64	46	48	64	48	48	48	7	1	6	391	133	391	7	7	0	2	7	0	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
256,664	7	null	null	null	904	317	11	66	66	160	82	354	64	35	61	11	220	261	140	190	397	500	365	-5	48	-54	-54	-5	29	34	48	53	-25	-30	53	34	68	24	39	34	39	39	43	43	-53	0	58	100	100	51	100	100	100	100	100	100	100	0	100	87	199	34	81	93	120	116	95	113	-150	0	163	56	54	18	40	38	26	54	62	54	56	0	54	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	43	29	0	0	24	0	0	0	58	24	15	10	0	0	10	0	0	0	20	9	16	12	0	0	9	0	0	0	18	8	10	6	0	0	4	0	0	0	12	2	878	976	166	302	1,240	1,430	1,357	1,225	180	34	419	571	67	72	22	32	51	52	46	68	44	12	54	46	1,061	1,194	107	229	1,355	1,590	1,613	1,487	197	11	487	665	38	36	14	22	38	38	38	38	28	8	42	36	0	0	1,069	585	390	380	156	0	107	922	0	43	0	0	60	50	31	30	26	0	28	70	0	16	0	0	1,342	641	282	251	111	0	80	1,126	0	21	0	0	42	54	56	58	58	0	56	38	0	60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	53	-5	24	19	-5	4	-5	53	-30	-25	53	-20	83	29	78	63	24	14	9	102	-35	-59	92	14	151	78	166	234	97	87	83	136	-84	-59	146	14	151	78	166	234	97	87	83	136	-30	-25	146	-20	53	-5	24	19	-5	4	-5	53	-35	-59	53	244	307	29	161	347	313	328	258	64	-361	39	186	835	947	-903	-283	850	1,050	1,201	1,225	73	-888	361	528	921	1,005	1,235	887	1,630	1,810	1,513	1,225	287	956	477	614	878	976	166	302	1,240	1,430	1,357	1,225	180	34	419	571	43	29	1,069	585	390	380	156	0	107	922	58	43	258	458	107	327	581	410	415	341	200	-361	39	332	160	160	94	160	160	160	160	160	160	160	77	160	1,031	2,146	323	1,580	2,652	1,787	1,756	1,473	1,114	-1,598	81	1,639	74	74	32	54	66	72	64	72	58	74	76	74	0	0	0	0	0	0	0	0	0	0	0	0	14	63	-35	-5	29	29	34	39	48	-40	-15	58	87	199	9	76	93	120	116	95	112	-143	-12	156	1,043	1,169	-1,234	-413	1,072	1,332	1,492	1,475	126	-1,106	459	648	1,030	2,139	254	1,577	2,649	1,784	1,752	1,469	1,109	-1,585	-39	1,624	38	36	42	54	38	38	38	38	28	38	42	36	7	5	0	385	1	1	1	1	0	6	263	1	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
277,743	8	null	null	null	896	320	11	67	67	144	98	402	60	77	47	11	215	264	143	198	416	500	417	34	9	4	-10	0	14	19	-10	-25	-25	29	-5	63	117	39	83	92	68	58	68	68	-92	-24	92	110	110	47	110	110	110	110	110	82	110	50	110	154	314	46	193	230	173	176	174	168	-240	-29	246	52	46	34	36	36	48	40	50	42	52	24	44	0	-24	0	0	24	0	33	0	0	60	0	-23	0	0	35	0	62	0	0	78	0	34	0	0	0	87	53	0	0	43	0	24	0	0	0	24	26	0	0	25	0	17	0	0	0	46	19	0	0	16	0	20	0	0	0	18	22	0	0	22	390	1,025	390	898	844	1,489	1,352	1,010	678	19	87	830	51	33	40	39	47	53	54	32	36	23	35	35	318	910	419	825	984	1,388	1,176	829	673	8	42	787	42	42	26	28	32	42	42	42	46	14	30	42	239	161	493	1,513	1,313	737	405	224	92	708	288	122	47	41	48	59	51	45	26	28	36	32	33	38	152	171	634	1,877	1,251	644	296	164	100	598	262	126	58	66	52	54	58	60	60	60	70	42	52	70	0	0	0	151	39	0	0	0	0	43	30	0	0	0	0	141	37	0	0	0	0	60	84	0	0	-20	34	9	0	0	43	19	-20	9	9	-20	9	14	78	146	131	97	78	39	4	-15	4	9	43	63	58	209	224	175	141	68	19	-54	14	43	43	63	78	209	224	175	141	68	19	9	14	43	0	-20	34	9	0	0	43	19	-20	-15	4	-20	186	244	15	259	396	420	371	273	78	-268	69	157	151	864	-103	-615	-469	752	947	786	586	-557	-201	708	629	1,186	883	2,411	2,157	2,226	1,757	1,234	770	859	375	952	390	1,025	390	898	844	1,489	1,352	1,010	678	151	87	830	239	161	493	1,513	1,313	737	405	224	92	708	288	122	229	307	73	468	620	595	512	341	97	-268	83	200	192	192	192	192	192	192	192	192	192	192	192	192	1,166	1,677	442	2,796	3,552	3,296	2,902	1,701	511	-1,433	341	1,106	92	94	34	70	82	92	86	96	114	92	70	98	0	0	0	0	0	0	0	0	0	0	0	0	34	48	29	63	68	83	97	29	14	-44	9	34	153	310	31	193	227	171	176	174	157	-232	-2	234	172	728	-208	-1,053	-267	743	902	628	556	-450	-192	642	1,163	1,672	439	2,790	3,545	3,288	2,892	1,698	509	-1,418	327	1,091	42	42	52	54	58	42	42	42	46	42	52	42	1	1	260	385	385	385	385	1	0	6	6	1	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
290,634	9	null	null	null	784	313	13	76	76	150	86	380	63	41	45	13	221	264	146	204	411	500	411	53	58	9	58	34	19	34	0	4	-59	24	34	53	97	34	78	58	43	39	53	48	-78	-19	73	116	116	64	116	116	116	116	116	116	116	66	116	143	313	60	173	161	126	110	171	170	-236	-18	251	68	68	36	56	42	58	86	72	64	68	24	64	0	-29	0	0	0	0	52	0	0	0	0	-38	0	0	0	0	82	0	0	0	0	43	92	39	29	34	0	932	34	39	0	9	16	12	11	13	0	86	16	8	0	11	36	16	11	13	0	1,206	9	8	0	4	10	6	4	6	0	36	12	4	810	1,074	205	1,040	2,226	1,547	1,152	966	332	0	292	698	86	54	24	46	42	57	75	57	59	0	70	53	1,059	1,378	144	1,104	2,290	1,688	1,479	1,230	407	0	397	896	36	38	16	34	38	36	38	40	40	0	34	40	0	0	1,049	463	58	0	0	0	122	0	0	78	0	0	62	34	13	0	0	0	27	0	0	25	0	0	1,445	328	21	0	0	0	116	0	0	71	0	0	42	54	62	0	0	0	70	0	0	70	0	48	0	0	0	0	0	11	0	0	0	0	0	14	0	0	0	0	0	78	0	0	0	0	24	-30	19	43	-40	-69	24	-40	-54	0	39	-40	19	19	53	87	-5	-59	-10	-40	0	-20	9	9	53	39	48	170	78	9	39	-10	-15	-49	34	14	53	39	53	170	78	9	39	-10	0	0	39	14	19	-30	19	43	-40	-69	-10	-40	-54	-20	9	-40	137	234	20	313	366	303	244	185	83	-234	29	166	810	1,031	-844	577	2,134	1,508	1,123	932	210	-932	258	620	810	1,117	1,254	1,503	2,318	1,586	1,181	1,000	454	932	326	776	810	1,074	205	1,040	2,226	1,547	1,152	966	332	0	292	698	0	43	1,049	463	92	39	29	34	122	932	34	78	190	273	68	483	444	312	283	185	83	-234	63	180	196	196	196	196	196	196	196	196	178	196	196	196	1,147	1,561	444	2,864	2,342	1,399	1,435	769	422	-1,366	377	1,000	104	104	40	94	102	104	102	106	96	104	118	104	0	0	0	0	0	0	0	0	0	0	0	0	43	73	24	73	58	9	34	-5	29	-59	9	53	143	313	21	173	161	123	107	171	170	-228	-13	242	1,049	1,338	-1,301	781	2,243	1,636	1,463	1,183	289	-1,194	380	814	1,143	1,554	441	2,856	2,336	1,398	1,431	763	411	-1,349	366	983	36	38	42	34	38	36	38	40	40	36	34	40	7	1	256	385	1	769	7	1	0	6	7	1	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG
140,002	10	null	null	null	904	320	11	66	66	192	98	420	55	68	50	11	215	264	119	186	425	500	434	14	48	-15	14	4	-5	19	24	34	-35	-10	43	48	112	43	83	63	48	63	63	87	-73	-39	102	134	134	134	134	107	134	134	134	81	134	60	134	193	331	152	272	187	166	235	225	195	-269	-63	251	68	38	46	52	42	40	44	44	32	40	26	38	0	0	0	-29	39	0	0	0	53	74	0	0	0	-55	95	0	0	0	100	100	0	58	0	19	58	48	83	0	0	68	0	21	0	17	21	20	25	0	0	22	0	31	0	13	38	27	50	0	0	38	0	12	0	6	12	14	14	0	0	14	571	1,123	195	312	1,269	1,733	1,518	1,123	717	24	122	903	58	77	28	33	58	43	44	78	73	19	44	76	615	1,503	130	268	1,609	1,923	1,695	1,395	1,073	9	129	1,289	42	46	20	20	46	46	46	46	50	12	34	48	190	0	844	1,079	581	336	53	0	0	834	312	0	40	0	70	65	40	38	20	0	0	47	54	0	169	0	1,502	1,559	551	315	39	0	0	966	411	0	64	0	46	62	64	66	70	0	0	44	62	0	0	0	0	19	0	0	0	0	0	20	0	0	0	0	0	12	0	0	0	0	0	70	0	0	29	68	4	14	-44	-30	53	39	39	-49	-5	53	43	34	43	92	39	-5	63	39	-10	-40	29	14	63	63	58	141	112	48	83	43	0	-64	34	34	63	68	58	141	112	48	83	43	39	-40	34	53	29	34	4	14	-44	-30	53	39	-10	-49	-5	14	156	254	78	332	366	386	307	245	112	-263	34	180	381	1,065	-649	-767	688	1,397	1,460	1,075	634	-810	-190	835	761	1,181	1,039	1,391	1,850	2,069	1,576	1,171	800	858	434	971	571	1,123	195	312	1,269	1,733	1,518	1,123	717	24	122	903	190	58	844	1,079	581	336	58	48	83	834	312	68	219	317	136	473	478	434	390	288	112	-263	68	214	210	210	210	210	210	210	210	210	210	210	173	210	1,248	1,909	746	3,005	2,934	2,455	2,279	1,549	660	-1,591	330	1,299	124	118	62	102	114	114	114	108	108	114	124	118	0	0	0	0	0	0	0	0	0	0	0	0	29	78	0	68	43	24	29	14	48	-54	-10	63	191	331	149	272	178	166	234	225	140	-261	26	236	446	1,464	-1,371	-1,291	1,060	1,597	1,639	1,364	1,018	-955	-286	1,241	1,245	1,901	746	2,998	2,929	2,452	2,276	1,547	656	-1,573	295	1,279	42	46	46	62	46	46	46	46	50	44	62	48	5	7	0	385	129	1	5	5	7	2	0	7	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	2	Normal ECG

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ECG Dataset

This repository contains an small version of the ECG dataset: https://huggingface.co/datasets/deepsynthbody/deepfake_ecg, split into training, validation, and test sets. The dataset is provided as CSV files and corresponding ECG data files in .asc format. The ECG data files are organized into separate folders for the train, validation, and test sets.

Folder Structure

.
├── train.csv
├── validate.csv
├── test.csv
├── train
│ ├── file_1.asc
│ ├── file_2.asc
│ └── ...
├── validation
│ ├── file_1.asc
│ ├── file_2.asc
│ └── ...
└── test
├── file_1.asc
├── file_2.asc
└── ...

train.csv: Contains 10,000 records with metadata and the corresponding ECG file names for the training set.
validate.csv: Contains 2,500 records with metadata and the corresponding ECG file names for the validation set.
test.csv: Contains 2,500 records with metadata and the corresponding ECG file names for the test set.
train, validation, test folders: Contain the corresponding ECG data files (.asc) for the records in the train.csv, validate.csv, and test.csv files, respectively.

Downloads last month: 105

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Size of downloaded dataset files:

61 MB

Size of the auto-converted Parquet files:

16.6 MB

Number of rows:

15,000