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

Mit Bih Supraventricular Arrhythmia Database

@kaggle.sadmansakib7_ecg_arrhythmia_classification_dataset.mit_bih_supraventricular_arrhythmia_database

35.23 MB
184428 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
800	N	168	167	-0.0006586238940433	-0.0766913629575649	1.0799769972390398	-0.9588418090900764	-0.009848770282089	10	1	19	8	-0.009848770282089	0.1179398622436592	0.7784653661286919	1.0241847010192262	-0.1927015277711557	168	167	0.0160664302910842	0.7065278745249547	0.0771568894899776	-0.0454713541995633	-0.0722945018177663	7	3	14	4	-0.0722945018177663	-0.0554691812363163	0.003311378978706	0.0771568894899776	0.0605479687255977
800	N	167	169	-0.0072373080849404	-0.0809677178415677	1.117508888158548	-0.9939450809809643	-0.0378729353827303	14	6	28	8	-0.0378729353827303	-0.0255597715629287	0.0234016941430258	0.793812967364597	0.5082761401070219	167	169	0.0174402774265918	0.6252496332057664	0.0857849756975405	0.0857849756975405	-0.0118060316822527	1	2	6	3	-0.0118060316822527	-0.0118060316822527	-0.0118060316822527	-0.0118060316822527	-0.0118060316822527
800	N	169	170	-0.0153224241683706	-0.0657129303713126	1.0911629429722547	-0.9847970842013446	-0.0473073727856756	15	5	28	8	-0.0473073727856756	-0.0216971556718098	0.0062002812761587	0.7411235290691558	0.5959251068322494	169	170	0.0053112581927973	0.0517177976215004	-0.0097104599952677	-0.0097104599952677	-0.0097104599952677		2	4	2	-0.0097104599952677	-0.0097104599952677	-0.0097104599952677	-0.0097104599952677	-0.0097104599952677
800	N	170	166	-0.0115732501674792	-0.0671321232778245	1.0754681392855816	-0.9122879435454104	-0.0185476515794042	11	2	21	8	-0.0185476515794042	0.0245927883345442	0.4613860170779054	1.0754681392855816	0.3178015161969466	170	166	0.0104465466615559	0.7370723729671684	0.0665753866832074	-0.0493707976742464	-0.0608426876374405	9	3	16	4	-0.0608426876374405	-0.0556840859798491	0.0119546741804964	0.0399441878960122	0.0665753866832074
800	N	166	169	-0.0042692773425771	-0.0814355364286148	1.1632763299082374	-0.9916802562610356	-0.0136237716365125	10	2	20	8	-0.0136237716365125	0.1991254090997832	0.9262226149104636	0.9730757434386508	-0.4044835905311039	166	169	0.0677746962954399	0.6119588401977434	0.1252470133309075	0.1252470133309075	-0.0296585568541294	2	3	8	3	-0.0296585568541294	-0.0296585568541294	-0.0296585568541294	-0.0050762927215225	-0.0050762927215225
800	N	169	165	-0.0049995699714012	-0.0509535737568664	1.1344036908727635	-0.9540788170226396	-0.0405127120964833	15	7	29	7	-0.0405127120964833	-0.0168242703194608	0.0279914820666118	0.922089705198828	0.2658230502645777	169	165	0.0960078747702004	0.7638424363918126	0.123992997497618	0.123992997497618	-0.0615840912145855	1	3	7	3	-0.0615840912145855	-0.0615840912145855	-0.0615840912145855	-0.0615840912145855	-0.0615840912145855
800	N	165	165	-0.0156025886917189	-0.0576848813494738	1.1247854783168791	-1.017071317173848	-0.0338446121939971	15	4	27	8	-0.0338446121939971	-0.0126551040218269	0.0205010214690401	0.7802775722904421	0.593949181409636	165	165	0.0137154933052945	0.0381134248615634	-0.00360815511099	-0.00360815511099	-0.0400416696782562	2	3	7	2	-0.0400416696782562	-0.0400416696782562	-0.0400416696782562	-0.0300649093089244	-0.0300649093089244
800	N	165	157	-0.0111310657616368	-0.0969235185553148	1.104364673587516	-0.968772893827329	-0.05917508257022	16	4	28	8	-0.05917508257022	-0.0409838340081586	-0.0149826822754023	0.3713417728186903	1.0497845448775696	165	157	0.0073442878910643	0.0598060429760682	-0.0214566272293583	-0.0214566272293583	-0.0214566272293583		3	6	3	-0.0214566272293583	-0.0214566272293583	-0.0214566272293583	-0.0214566272293583	-0.0214566272293583
800	N	157	152	-0.0537342026961946	1.115538576540634	-0.0324741666760856	-0.0324741666760856	-0.0676182827283281	1	2	8	5	-0.0676182827283281	-0.0676182827283281	-0.0676182827283281	-0.0676182827283281	-0.0676182827283281	157	152	0.0493771958491024	0.7185076422456279	0.0914114186743592	0.0914114186743592	0.0023669483524535	1	2	6	3	0.0023669483524535	0.0023669483524535	0.0023669483524535	0.0023669483524535	0.0023669483524535
800	N	152	135	-0.0458461740835545	-0.0826436918940893	1.088646959927351	-1.0033387650831322	-0.0670056681234564	13	3	23	7	-0.0670056681234564	-0.0396559849726524	0.0888423830842734	0.7222567271831717	0.6107175257634678	152	135	0.0444827739725677	0.7386480624760746	0.3111815839827622	0.3111815839827622	-0.0334881160419994	2	3	7	2	-0.0334881160419994	-0.0334881160419994	-0.0334881160419994	0.0528631313591862	0.0528631313591862


CREATE TABLE mit_bih_supraventricular_arrhythmia_database (
  "record" BIGINT,
  "type" VARCHAR,
  "n_0_pre_rr" DOUBLE,
  "n_0_post_rr" DOUBLE,
  "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" DOUBLE,
  "n_1_post_rr" DOUBLE,
  "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
);