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

Sudden Cardiac Death Holter Database

@kaggle.sadmansakib7_ecg_arrhythmia_classification_dataset.sudden_cardiac_death_holter_database

68.94 MB
502808 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
30	N	2	194	0.0032613114624348	0.1595538269809806	-0.046725637337408	-0.046725637337408	-0.129021599279236	4	17	26	5	-0.129021599279236	-0.129021599279236	-0.1242138912068129	-0.1101615729214643	-0.0845616770082615	2	194	-0.0116910824225818	0.2098124784487362	0.1310264952286587	-0.2508005229838141	-0.1314505432808611	29	17	95	49	-0.1314505432808611	-0.0158088597066179	0.1094934972404279	-0.1536216359927254	-0.2003311994527394
30	N	194	188	-0.0584617912858594	0.0679699886202733	0.2850906173649722	-0.2720926588215168	-0.0621090879665377	25	3	76	48	-0.0621090879665377	0.0368503911749585	0.2850906173649722	-0.0431502203354606	-0.2452058322102943	194	188	-0.0473418819095454	0.0584557297505537	0.2822641803694904	-0.25468659837643	-0.0487265096546159	25	2	76	49	-0.0487265096546159	0.034656596091492	0.2822641803694904	-0.0139808503295438	-0.2268711860105882
30	N	188	194	-0.0129594004566868	-0.0897494883099066	0.329466445814664	-0.2046593165407954	-0.0129708713257235	29	1	52	22	-0.0129708713257235	0.0043937760883136	0.0942542274026492	0.3266492938388179	-0.0629095793295338	188	194	0.0031991810907014	-0.0829114510567752	0.2967180196506484	-0.2060414734174223	-0.005256215278573	29	5	53	19	-0.005256215278573	0.0076389480389451	0.1161982341435623	0.2715524485757704	-0.1144140104458189
30	N	194	198	-0.0328147997107952	-0.1132355329646728	0.3984371973621239	-0.178191386669398	-0.0684969207077465	36	9	61	16	-0.0684969207077465	-0.034999480498383	0.0291163725148195	0.3984371973621239	-0.0501410613857903	194	198	0.0366894011873368	-0.1038880053038719	0.3780753925553463	-0.1648951832924743	-0.0699923188717181	35	26	76	15	-0.0699923188717181	-0.049488919153344	0.0307772812794532	0.3780753925553463	-0.0743887353891573
30	N	198	196	-0.0473534599594224	0.1648351002236351	0.3646774245194976	-0.2079528206952871	-0.0614569145789075	39	6	99	54	-0.0614569145789075	-0.054562533208365	-0.0079610279909362	0.3646774245194976	-0.1314222924978597	198	196	0.0342613323185479	0.1585854643354712	0.3351649888234774	-0.2046965027504864	-0.0720069947972996	35	25	115	55	-0.0720069947972996	-0.053250666497615	0.0445831766206915	0.3132006817928412	-0.1576369253600813
30	N	196	196	-0.0226015370818205	-0.0990872452568173	0.343237969011179	-0.1862634480119075	-0.0265389244107134	25	4	51	22	-0.0265389244107134	-0.0046797523763515	0.2138880307209104	0.2828460982303394	-0.0935421447928059	196	196	-0.0285407051731389	-0.0955366381106711	0.3273774066805535	-0.1812600097533426	-0.0319264001419439	26	3	50	21	-0.0319264001419439	-0.0153928920027355	0.1840546338031867	0.289606666957012	-0.0724831375219905
30	N	196	206	0.0234624896887753	-0.1216529879935612	0.3610355776939102	-0.1979159660573537	-0.0581913674896323	39	23	79	17	-0.0581913674896323	-0.0395179351041275	0.0083221052921992	0.3411181770427484	-0.0609282049283569	196	206	0.0143500123533402	0.141002603615466	0.3764115363031923	-0.1858861195932865	-0.0783071546775069	40	23	116	53	-0.0783071546775069	-0.0471918274280711	0.0168510544379007	0.3736760920536042	-0.0755158211060231
30	N	206	200	0.0116597033613642	0.3128260403283741	0.366903086644741	-0.2627693450189832	-0.0062362523851939	27	7	84	50	-0.0062362523851939	0.0314632144058294	0.2886926384478573	0.1572971020217927	-0.1763814495265439	206	200	0.0335969609931708	-0.1703036987264946	0.3600181847111004	-0.2604028916997498	0.0099440554286512	28	7	52	17	0.0099440554286512	0.0414081654818615	0.3197084351541407	0.1907252561737732	-0.1901717398175459
30	N	200	196	0.2316862043639129	0.129188234806785	0.6636384058448809	0.0838797752895189	-0.0008692028335673	27	19	56	10	-0.0008692028335673	0.1054915616190535	0.3166528481909724	0.6590312175298584	0.3710562606939583	200	196	0.2083753303549076	0.1408324288366038	0.6439864443536474	0.1194422870710489	0.0024965156861479	26	20	52	6	0.0024965156861479	0.119749899187324	0.327983684964499	0.622503745512329	0.4216089618441489
30	N	196	190	0.1430856760977698	0.0872473960369355	0.2725680676940123	-0.2086525383595818	-0.0967451746303156	17	20	46	9	-0.0967451746303156	-0.05127746368953	0.1395553379431917	0.2493743852621378	0.0104855260052609	196	190	0.1323697043014156	0.0925825950968699	0.2152715745023512	-0.1837426451687135	-0.1103621430809075	16	20	45	9	-0.1103621430809075	-0.0459316091655096	0.1389214351002793	0.2067151299191877	0.0170128666750089


CREATE TABLE sudden_cardiac_death_holter_database (
  "record" DOUBLE,
  "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" DOUBLE,
  "n_0_pq_interval" DOUBLE,
  "n_0_qt_interval" DOUBLE,
  "n_0_st_interval" DOUBLE,
  "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" DOUBLE,
  "n_1_pq_interval" DOUBLE,
  "n_1_qt_interval" DOUBLE,
  "n_1_st_interval" DOUBLE,
  "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
);