ECG Arrhythmia Classification Dataset

Four datasets with extracted features from ECG signal for arrhythmia detection.

@kaggle.sadmansakib7_ecg_arrhythmia_classification_dataset

Table List

4 tables(159.17 MB)

Incart 2 Lead Arrhythmia Database

Mit Bih Arrhythmia Database

Mit Bih Supraventricular Arrhythmia Database

Sudden Cardiac Death Holter Database

Incart 2 Lead Arrhythmia Database

@kaggle.sadmansakib7_ecg_arrhythmia_classification_dataset.incart_2_lead_arrhythmia_database

34.34 MB
175729 rows
34 columns

record Record	type Type	n_0_pre_rr 0 Pre-RR	n_0_post_rr 0 Post-RR	n_0_ppeak 0 PPeak	n_0_tpeak 0 TPeak	n_0_rpeak 0 RPeak	n_0_speak 0 SPeak	n_0_qpeak 0 QPeak	n_0_qrs_interval 0 Qrs Interval	n_0_pq_interval 0 Pq Interval	n_0_qt_interval 0 Qt Interval	n_0_st_interval 0 St Interval	n_0_qrs_morph0 0 Qrs Morph0	n_0_qrs_morph1 0 Qrs Morph1	n_0_qrs_morph2 0 Qrs Morph2	n_0_qrs_morph3 0 Qrs Morph3	n_0_qrs_morph4 0 Qrs Morph4	n_1_pre_rr 1 Pre-RR	n_1_post_rr 1 Post-RR	n_1_ppeak 1 PPeak	n_1_tpeak 1 TPeak	n_1_rpeak 1 RPeak	n_1_speak 1 SPeak	n_1_qpeak 1 QPeak	n_1_qrs_interval 1 Qrs Interval	n_1_pq_interval 1 Pq Interval	n_1_qt_interval 1 Qt Interval	n_1_st_interval 1 St Interval	n_1_qrs_morph0 1 Qrs Morph0	n_1_qrs_morph1 1 Qrs Morph1	n_1_qrs_morph2 1 Qrs Morph2	n_1_qrs_morph3 1 Qrs Morph3	n_1_qrs_morph4 1 Qrs Morph4
I01	N	163	165	0.069610222	-0.083280601	0.614133158	-0.392761319	0.047159284	15	2	27	10	0.047159284	0.146934163	0.506484864	0.550094976	-0.053038448	163	165	-0.013397687	0.204003068	0.123921531	-0.421341864	-0.023370488	14	3	23	6	-0.023370488	-0.01165031	0.082607626	0.101372903	-0.183386854
I01	N	165	166	-0.097030038	0.597254429	-0.078703617	-0.078703617	-0.137781281	3	5	14	6	-0.137781281	-0.137781281	-0.137128645	-0.137128645	-0.120635816	165	166	0.096676396	0.224041133	0.234431197	-0.401579818	0.081637439	15	5	27	7	0.081637439	0.102992155	0.191224837	0.217543647	-0.068247624
I01	N	166	102	0.109399148	0.68052794	-0.010648647	-0.010648647	-0.720620469	6	25	35	4	-0.720620469	-0.713241282	-0.655213905	-0.549735371	-0.402561985	166	102	0.07096785	0.046358121	0.351806083	-0.403456499	-0.148539302	33	13	52	6	-0.148539302	-0.060619828	0.081079807	0.204399723	0.335171766
I01	VEB	102	231	0.176376471	0.256431069	-0.101097641	-0.707524945	-0.101097641	4	3	14	7	-0.101097641	-0.101097641	-0.293285187	-0.487062462	-0.637562851	102	231	0.062879015	0.202171878	0.556317369	0.16270693	0.04689834	21	9	34	4	0.04689834	0.083727896	0.279512269	0.526784946	0.450968769
I01	N	231	165	0.585576857	0.607461311	-0.083498942	-0.083498942	-0.167857941	3	34	43	6	-0.167857941	-0.167857941	-0.162723291	-0.162723291	-0.138456934	231	165	-0.093558629	0.264114067	0.266151482	-0.346567438	-0.112551567	32	5	43	6	-0.112551567	0.012989149	0.091491185	0.134004222	0.265231697
I01	N	165	163	0.019637004	-0.111670933	0.613373728	-0.416937006	-0.108554143	21	9	37	7	-0.108554143	-0.091816998	-0.039695415	0.415532716	0.490533749	165	163	-0.033302019	0.207177964	0.308107184	-0.340048218	-0.08821526	32	8	47	7	-0.08821526	-0.001562818	0.0829676	0.136342011	0.308107184
I01	N	163	166	-0.156761156	0.528148248	-0.145136805	-0.145136805	-0.183749186	2	5	14	7	-0.183749186	-0.183749186	-0.183749186	-0.174278657	-0.174278657	163	166	0.076154216	0.233045167	0.228643788	-0.373485982	0.066681518	16	5	27	6	0.066681518	0.084804293	0.174772326	0.224359784	-0.011852526
I01	N	166	161	-0.003887209	0.216948514	1.12025791	0.164411028	-0.725340355	33	17	52	2	-0.725340355	-0.332347338	-0.007229747	0.371099635	1.116715854	166	161	0.071916048	0.058612848	-0.198099401	-0.488994799	-0.198099401	3	4	14	7	-0.198099401	-0.198099401	-0.32268278	-0.32268278	-0.429821185
I01	N	161	160	-0.006721003	0.164998351	0.601190397	-0.307812288	-0.035102716	15	4	27	8	-0.035102716	0.066668766	0.417480864	0.601190397	0.136744862	161	160	0.132572879	0.056440247	0.171861585	-0.477359838	0.062812673	14	9	29	6	0.062812673	0.080550892	0.159295559	0.108512066	-0.248600259
I01	N	160	158	-0.187870121	0.544414041	-0.018563902	-0.018563902	-0.194882578	5	2	12	5	-0.194882578	-0.19484426	-0.182891281	-0.15293865	-0.099786111	160	158	0.153751527	0.22866861	0.287056725	-0.347819299	0.12796702	14	5	26	7	0.12796702	0.147616764	0.247297914	0.264875131	-0.03250197


CREATE TABLE incart_2_lead_arrhythmia_database (
  "record" VARCHAR,
  "type" VARCHAR,
  "n_0_pre_rr" BIGINT,
  "n_0_post_rr" BIGINT,
  "n_0_ppeak" DOUBLE,
  "n_0_tpeak" DOUBLE,
  "n_0_rpeak" DOUBLE,
  "n_0_speak" DOUBLE,
  "n_0_qpeak" DOUBLE,
  "n_0_qrs_interval" BIGINT,
  "n_0_pq_interval" BIGINT,
  "n_0_qt_interval" BIGINT,
  "n_0_st_interval" BIGINT,
  "n_0_qrs_morph0" DOUBLE,
  "n_0_qrs_morph1" DOUBLE,
  "n_0_qrs_morph2" DOUBLE,
  "n_0_qrs_morph3" DOUBLE,
  "n_0_qrs_morph4" DOUBLE,
  "n_1_pre_rr" BIGINT,
  "n_1_post_rr" BIGINT,
  "n_1_ppeak" DOUBLE,
  "n_1_tpeak" DOUBLE,
  "n_1_rpeak" DOUBLE,
  "n_1_speak" DOUBLE,
  "n_1_qpeak" DOUBLE,
  "n_1_qrs_interval" BIGINT,
  "n_1_pq_interval" BIGINT,
  "n_1_qt_interval" BIGINT,
  "n_1_st_interval" BIGINT,
  "n_1_qrs_morph0" DOUBLE,
  "n_1_qrs_morph1" DOUBLE,
  "n_1_qrs_morph2" DOUBLE,
  "n_1_qrs_morph3" DOUBLE,
  "n_1_qrs_morph4" DOUBLE
);