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 Arrhythmia Database

@kaggle.sadmansakib7_ecg_arrhythmia_classification_dataset.mit_bih_arrhythmia_database

20.66 MB
100689 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
101	N	76	313	0.0743471200228708	-0.1605479512909912	1.0364014078032489	-0.2856624960264329	-0.0268236490066723	41	18	66	7	-0.0268236490066723	-0.0012361169818203	0.0166585106427726	0.1432411711717847	0.996287443844827	76	313	0.0383095070202262	0.0257843249540982	0.0259303193666138	0.0252707796359259	0.0259303193666138	2	18	22	2	0.0259303193666138	0.0259303193666138	0.0259303193666138	0.0254361801281231	0.0254361801281231
101	N	313	315	-0.0520788928579333	-0.2647842920445563	0.8865969132633993	-0.3662977046371369	-0.0597104053552399	21	4	33	8	-0.0597104053552399	0.1040304310783147	0.6918910779780433	0.8055492370403278	0.0840685446123947	313	315	0.0142636393375764	0.0454580432804954	0.0325727015240111	-0.1045029531014621	-0.0420085293401264	26	27	62	9	-0.0420085293401264	-0.029497609296578	0.0050119638526842	0.0308915445461614	0.0029856006295107
101	N	315	321	-0.0621513440809614	-0.2969825451600668	0.9918590560568558	-0.410306180553059	-0.0656863278763177	22	3	32	7	-0.0656863278763177	0.0514592399077539	0.6304189612881775	0.8907935853292844	0.0912584437242184	315	321	0.0213113594631295	0.0082455161653336	0.0095284734609748	0.0082303305375344	0.0095284734609748	3	8	12	1	0.0095284734609748	0.0095284734609748	0.0087855532848716	0.0087855532848716	0.0083683934328459
101	N	321	336	-0.0633219328977776	-0.281386236515031	1.0349028850176163	-0.4038801436031478	-0.0717497630896522	22	4	33	7	-0.0717497630896522	0.0593760792830542	0.6528135003842125	0.9484903404067104	0.1366023612509025	321	336	-0.0006649124404561	-0.0097247740412256	-0.0102034774359276	-0.0102034774359276	-0.0205355880726485	6	9	16	1	-0.0205355880726485	-0.0202569780497143	-0.0189654950933306	-0.016967876475151	-0.0145551717140058
101	N	336	344	-0.0629149166764767	1.046913654954089	1.0464080249805554	1.0464080249805554	-0.0746388104539554	11	4	16	1	-0.0746388104539554	-0.0545160729653603	0.0528231438101018	0.2960381990303601	0.6499895073501701	336	344	0.0245587842844954	0.0169247138587669	0.0160525015522927	-0.0999180278647066	0.0160525015522927	16	5	31	10	0.0160525015522927	0.006741550992719	0.0027815264214062	-0.0077980898730233	-0.0511549676624373
101	N	344	324	-0.083039522512985	-0.2930229081711619	0.931545513113776	-0.4334853936715076	-0.0887446926566353	22	3	33	8	-0.0887446926566353	-0.0048305837285087	0.4879393306932756	0.8887651187703164	0.1637476205224625	344	324	-0.0073092890547354	-0.0076673938447024	-0.0082623598656814	-0.0082623598656814	-0.0363393759294745	8	10	19	1	-0.0363393759294745	-0.0346727010964606	-0.0269849149777063	-0.0221473450231255	-0.0135314215562548
101	N	324	313	-0.0675200618381516	-0.2869339060840042	1.0505454910300114	-0.4828861704474081	-0.0746660238510142	23	3	34	8	-0.0746660238510142	0.0023637460949844	0.7152338231624668	1.00985322893769	-0.0245383604268683	324	313	-0.012952933626593	0.0214477023697521	0.0355038812628328	-0.0596581539090673	-0.0327877423946579	27	10	45	8	-0.0327877423946579	-0.0174668713329084	0.0139250124481655	0.0351758384194782	0.0165764868983216
101	N	313	313	-0.085844109819467	-0.3419044016476197	1.1549036679990468	-0.4391488468396225	-0.0946626072592508	22	3	31	6	-0.0946626072592508	0.0337746475996961	0.7442435981601658	0.9944004180306036	0.0590891437584796	313	313	-0.0064341741187357	0.0461004599719464	-0.008228549615091	-0.0650319003890786	-0.008228549615091	8	2	21	11	-0.008228549615091	-0.0117029276254823	-0.0248947683080609	-0.0342851429496333	-0.0545724867776059
101	N	313	310	-0.0615098714130257	-0.2570112954733121	1.1077870479371654	-0.3855082950196108	-0.0650435026382986	25	5	37	7	-0.0650435026382986	-0.0371988114667347	0.5320091116392491	1.0700933442844731	0.0607949662517404	313	310	0.0244588064681689	0.0205243424993974	0.0287546948150087	-0.0378691159408593	-0.0298340827253083	21	31	61	9	-0.0298340827253083	-0.0206028710644215	0.0044113938456535	0.0259971455568468	0.0159424496335939
101	N	310	329	-0.063512888692783	-0.31973602668138	1.0873429993319763	-0.4257382346840297	-0.0744605535766277	22	4	32	6	-0.0744605535766277	0.0749699224703955	0.7437220037700785	0.9145956504055396	0.0261591236705769	310	329	0.0199926822578238	0.006456243332796	0.0189150225206945	-0.0819852652423619	0.0189150225206945	15	2	26	9	0.0189150225206945	0.0107473256055671	0.0009272473724329	-0.0185380950204016	-0.0601570652392692


CREATE TABLE mit_bih_arrhythmia_database (
  "record" BIGINT,
  "type" VARCHAR,
  "n_0_pre_rr" BIGINT,
  "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" BIGINT,
  "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
);