Arhythmia

Name: Arhythmia
Creator: Helix
Keywords: dataset, discovered, format:csv, hugging face, language:en, license:cc, size_categories:n<1K, task_categories:tabular-classification

Hugging Face

Arhythmia The Arrhythmia dataset from the UCI ML repository. Does the patient have arhythmia? If so, what type? Configurations and tasks Configuration Task Description arhytmia Multiclass classification What type of arhythmia does the patient have? has_arhytmia Binary classification Does the patient have arhythmia? Usage from datasets import load_dataset dataset = load_dataset("mstz/arhythmia", "arhythmia")["train"]… See the full description on the dataset page: https://huggingface.co/datasets/mstz/arhythmia.

mstz--arhythmia.parquet 68 rows mstz/arhythmia

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average age by is_female top 10 is_female by total age scatter age vs height coloured by is_female histogram of age

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#	age integer	is_female boolean	height float	weight float	qrs_duration float	p_r_interval float	q_t_interval float	t_interval float	p_interval float	qrs float	t float	p float	qrst float	j float	heart_rate float	average_witdth_of_wave_r_on_DI float	average_witdth_of_wave_s_on_DI float	number_of_deflections_on_DI float	type_of_diphasic_derivation_of_r_wave_on_DI float	type_of_diphasic_derivation_of_t_wave_on_DI float	average_witdth_of_wave_q_on_DII float	average_witdth_of_wave_r_on_DII float	average_witdth_of_wave_s_on_DII float	number_of_deflections_on_DII float	type_of_diphasic_derivation_of_p_wave_on_DII float	average_witdth_of_wave_q_on_DIII float	average_witdth_of_wave_r_on_DIII float	average_witdth_of_wave_s_on_DIII float	number_of_deflections_on_DIII float	type_of_diphasic_derivation_of_r_wave_on_DIII float	type_of_ragged_t_wave_on_DIII float	average_witdth_of_wave_q_on_AVR float	average_witdth_of_wave_r_on_AVR float	number_of_deflections_on_AVR float	average_witdth_of_wave_q_on_AVL float	average_witdth_of_wave_r_on_AVL float	average_witdth_of_wave_s_on_AVL float	number_of_deflections_on_AVL float	average_witdth_of_wave_q_on_AVF float	average_witdth_of_wave_r_on_AVF float	average_witdth_of_wave_s_on_AVF float	number_of_deflections_on_AVF float	type_of_ragged_r_wave_on_AVF float	type_of_diphasic_derivation_of_r_wave_on_AVF float	average_witdth_of_wave_q_on_V1 float	average_witdth_of_wave_r_on_V1 float	average_witdth_of_wave_s_on_V1 float	average_witdth_of_wave_rprime_on_V1 float	number_of_deflections_on_V1 float	type_of_ragged_t_wave_on_V1 float	average_witdth_of_wave_q_on_V2 float	average_witdth_of_wave_r_on_V2 float	average_witdth_of_wave_s_on_V2 float	average_witdth_of_wave_rprime_on_V2 float	number_of_deflections_on_V2 float	type_of_ragged_r_wave_on_V2 float	type_of_ragged_p_wave_on_V2 float	average_witdth_of_wave_r_on_V3 float	average_witdth_of_wave_s_on_V3 float	average_witdth_of_wave_rprime_on_V3 float	average_witdth_of_wave_sprime_on_V3 float	number_of_deflections_on_V3 float	type_of_ragged_p_wave_on_V3 float	type_of_ragged_t_wave_on_V3 float	average_witdth_of_wave_q_on_V4 float	average_witdth_of_wave_r_on_V4 float	average_witdth_of_wave_s_on_V4 float	number_of_deflections_on_V4 float	type_of_diphasic_derivation_of_r_wave_on_V4 float	type_of_ragged_t_wave_on_V4 float	average_witdth_of_wave_q_on_V5 float	average_witdth_of_wave_r_on_V5 float	average_witdth_of_wave_s_on_V5 float	average_witdth_of_wave_rprime_on_V5 float	number_of_deflections_on_V5 float	type_of_diphasic_derivation_of_r_wave_on_V5 float	average_witdth_of_wave_q_on_V6 float	average_witdth_of_wave_r_on_V6 float	average_witdth_of_wave_s_on_V6 float	number_of_deflections_on_V6 float	amplitude_of_jj_wave_on_DI float	amplitude_of_r_wave_on_DI float	amplitude_of_s_wave_on_DI float	amplitude_of_p_wave_on_DI float	amplitude_of_t_wave_on_DI float	qrsa_on_DI float	qrsta_on_DI float	amplitude_of_jj_wave_on_DII float	amplitude_of_q_wave_on_DII float	amplitude_of_r_wave_on_DII float	amplitude_of_s_wave_on_DII float	amplitude_of_p_wave_on_DII float	amplitude_of_t_wave_on_DII float	qrsa_on_DII float	qrsta_on_DII float	amplitude_of_jj_wave_on_DIII float	amplitude_of_q_wave_on_DIII float	amplitude_of_r_wave_on_DIII float	amplitude_of_s_wave_on_DIII float	amplitude_of_p_wave_on_DIII float	amplitude_of_t_wave_on_DIII float	qrsa_on_DIII float	qrsta_on_DIII float	amplitude_of_jj_wave_on_AVR float	amplitude_of_q_wave_on_AVR float	amplitude_of_r_wave_on_AVR float	amplitude_of_p_wave_on_AVR float	amplitude_of_t_wave_on_AVR float	qrsa_on_AVR float	qrsta_on_AVR float	amplitude_of_jj_wave_on_AVL float	amplitude_of_q_wave_on_AVL float	amplitude_of_r_wave_on_AVL float	amplitude_of_s_wave_on_AVL float	amplitude_of_p_wave_on_AVL float	amplitude_of_t_wave_on_AVL float	qrsa_on_AVL float	qrsta_on_AVL float	amplitude_of_jj_wave_on_AVF float	amplitude_of_q_wave_on_AVF float	amplitude_of_r_wave_on_AVF float	amplitude_of_s_wave_on_AVF float	amplitude_of_p_wave_on_AVF float	amplitude_of_t_wave_on_AVF float	qrsa_on_AVF float	qrsta_on_AVF float	amplitude_of_jj_wave_on_V1 float	amplitude_of_q_wave_on_V1 float	amplitude_of_r_wave_on_V1 float	amplitude_of_s_wave_on_V1 float	amplitude_of_rprime_wave_on_V1 float	amplitude_of_p_wave_on_V1 float	amplitude_of_t_wave_on_V1 float	qrsa_on_V1 float	qrsta_on_V1 float	amplitude_of_jj_wave_on_V2 float	amplitude_of_q_wave_on_V2 float	amplitude_of_r_wave_on_V2 float	amplitude_of_s_wave_on_V2 float	amplitude_of_rprime_wave_on_V2 float	amplitude_of_p_wave_on_V2 float	amplitude_of_t_wave_on_V2 float	qrsa_on_V2 float	qrsta_on_V2 float	amplitude_of_jj_wave_on_V3 float	amplitude_of_r_wave_on_V3 float	amplitude_of_s_wave_on_V3 float	amplitude_of_rprime_wave_on_V3 float	amplitude_of_sprime_wave_on_V3 float	amplitude_of_p_wave_on_V3 float	amplitude_of_t_wave_on_V3 float	qrsa_on_V3 float	qrsta_on_V3 float	amplitude_of_jj_wave_on_V4 float	amplitude_of_q_wave_on_V4 float	amplitude_of_r_wave_on_V4 float	amplitude_of_s_wave_on_V4 float	amplitude_of_p_wave_on_V4 float	amplitude_of_t_wave_on_V4 float	qrsa_on_V4 float	qrsta_on_V4 float	amplitude_of_jj_wave_on_V5 float	amplitude_of_q_wave_on_V5 float	amplitude_of_r_wave_on_V5 float	amplitude_of_s_wave_on_V5 float	amplitude_of_rprime_wave_on_V5 float	amplitude_of_p_wave_on_V5 float	amplitude_of_t_wave_on_V5 float	qrsa_on_V5 float	qrsta_on_V5 float	amplitude_of_jj_wave_on_V6 float	amplitude_of_q_wave_on_V6 float	amplitude_of_r_wave_on_V6 float	amplitude_of_s_wave_on_V6 float	amplitude_of_p_wave_on_V6 float	amplitude_of_t_wave_on_V6 float	qrsa_on_V6 float	qrsta_on_V6 float	has_arhythmia integer
1	54	False	172	95	138	163	386	185	102	96	34	70	66	23	75	40	80	24	0	0	20	56	52	40	0	28	116	0	52	0	0	52	64	88	0	36	92	24	0	128	0	24	0	1	0	24	36	76	100	0	0	40	28	60	96	0	0	48	20	56	24	32	0	0	0	44	88	28	0	0	0	44	76	0	28	0	0	44	72	24	1	4.5	-2.8	0.3	2.5	-2.2	19.8	0.8	-0.4	6.4	-1.3	0.7	2.7	14.2	37.9	-0.2	-0.6	4.4	0	0.5	0.2	24.7	26.2	-1	-5.3	1.8	-0.5	-2.5	-8	-28.5	0.5	0	1.7	-2.7	-0.2	1	-9.4	-1.2	0.4	0	4.9	0	0.6	1.4	31.3	42.7	-0.8	0	0.7	-3.8	6.5	0.3	-3.3	18.7	-13.6	-0.9	0	2.2	-4.1	7.4	0.5	-2.4	20.9	-2.6	0	5.8	-4.1	4	-0.5	0.4	0.3	20.4	23.3	0.7	0	10	-5.7	0.5	2.2	-3	20.7	1.3	0	11.1	-3.4	0	0.4	3.4	11.5	48.2	0.9	0	9.5	-2.4	0.3	3.4	12.3	49	1
2	44	False	168	56	84	118	354	160	63	61	69	78	66	84	64	40	0	20	0	0	0	44	12	28	0	0	36	8	20	0	0	40	12	44	0	0	0	0	0	36	12	20	0	0	0	20	56	0	12	0	0	24	48	0	12	0	0	28	44	0	0	16	0	0	0	44	32	32	0	0	0	44	28	0	28	0	0	40	24	24	0.1	2.3	0	0.4	1	4.6	11.6	1.2	0	5.4	-0.7	1.8	2.8	11.4	31	1.1	0	3	-0.4	1.4	1.8	5.3	17.9	-0.7	-3.9	0.5	-1.1	-1.9	-7.5	-20.4	-0.5	0	0	0	-0.6	-0.5	0	-3.4	1.1	0	4.2	-0.5	1.6	2.3	7.2	22.8	0.5	0	0.9	-5.5	0	-0.7	1	-14.5	-5.3	0.7	0	1.2	-6.4	0	-0.5	2.6	-13.9	10	1.5	2.4	-10.3	0	0	0.3	6.8	-19.3	43.2	0.8	0	7.9	-7.3	0.9	6.5	5.7	62.9	0.1	0	9.3	-3.8	0	0.8	3.8	15.1	48.5	0.1	0	7	-1.3	0.6	2.1	12.5	30.9	0
3	51	True	160	83	96	147	400	301	82	-37	172	-5	-67	160	71	60	0	40	0	0	0	40	56	24	0	84	0	0	0	0	0	48	48	56	0	64	0	40	88	0	0	0	1	0	0	20	52	0	8	0	0	36	48	0	20	0	0	44	52	0	0	28	0	1	0	44	68	28	0	0	0	44	68	0	28	0	0	44	64	28	-1.7	12.7	0	0.3	-1.7	38.1	12.3	-0.3	0	4.5	-4.7	0.1	-0.8	-4.1	-16.2	1.3	-10.6	0	0	-0.7	1.1	-44.5	-27.8	0.9	-8	3	-0.5	1.2	-12	6.7	-1.4	0	11.2	0	0.4	-1.4	35.8	14	0.4	-5.5	0	0	0.3	0.5	-24.2	-16.4	1.1	0	0.6	-13.2	0	-0.5	1.8	-33.7	-5.7	0.4	0	0.9	-8.8	0	0.2	1.3	-19.5	-0.3	-1.7	4.1	-6.6	0	0	0.2	-1.6	-8.1	-33	-0.7	0	7.3	-7.4	0.2	-1.3	-9.1	-20.8	-0.6	0	6.8	-6	0	0.4	-1.2	-5.5	-16.3	-0.7	0	7.3	-3.9	0.5	-1.1	3.6	-6.3	1
4	38	True	160	63	79	0	376	165	0	34	14	55	26	-93	70	76	0	28	0	0	0	52	28	32	0	0	44	36	32	0	0	52	0	0	0	64	0	32	0	48	32	32	0	0	0	28	56	0	20	0	0	28	52	0	20	0	0	36	48	0	0	20	0	0	0	48	40	36	0	0	0	48	36	0	32	0	0	52	0	28	0	6.1	0	0.6	1.6	23.1	35.5	-1	0	9.9	-2	0.5	1.4	22.9	30.7	-1	0	3.8	-3.4	0.3	-0.8	2.2	-2.4	0.3	-7.9	0	-0.3	-1.5	-20.5	-29.8	0.1	0	2.6	0	-0.1	1	8.3	15.1	-0.4	0	6.6	-2.2	0.3	0.6	12.3	14.9	1.1	0	2	-15.7	0	0	-0.5	-41.1	-46.4	1.8	0	3.1	-16.6	0	0	4.1	-38.8	4.6	0.9	2.6	-8.7	0	0	0	6.2	-16.2	49.5	-0.4	0	11.1	-5.2	-0.1	2.5	16.2	35.7	-0.1	0	11.2	-1.9	0	-0.1	2	23.4	38.2	-0.4	0	10.1	0	0	1.5	26.2	37	0
5	37	False	182	90	101	294	356	164	143	33	19	34	26	154	69	48	0	24	0	0	0	64	0	28	0	28	36	0	40	0	0	52	0	0	0	40	0	24	0	64	0	28	0	0	0	28	76	0	20	0	0	40	60	0	28	0	0	48	56	0	0	32	0	0	0	44	56	28	0	0	0	48	52	0	28	0	0	64	0	24	-1	7.1	0	0.8	2.4	17	36.2	-0.1	0	5.7	0	0.6	2.1	18.2	33.3	0.8	-1.5	1.9	0	0.2	-0.7	1.3	-2.9	0.5	-6.4	0	-0.5	-2.3	-16.6	-33.6	-1.2	0	3.7	0	0.5	1.3	7.4	17	0.4	0	2.7	0	0.2	1	8.6	15	0.6	0	1.1	-8.3	0	0.7	0.9	-30	-20.7	0.9	0	4.6	-11.8	0	-0.1	5.9	-26.2	35.1	0.1	13.5	-9.9	0	0	-0.3	6.1	4.7	68.1	0	0	13.7	-4.7	0.4	3.9	17	52.1	0	0	10.4	-1.2	0	0.3	2.9	21.8	47.9	-0.1	0	6.9	0	0.2	1.9	22	38.3	1
6	75	True	159	59	163	147	431	242	97	56	-136	75	63	-144	72	140	0	100	1	0	0	116	0	60	0	0	92	72	52	0	0	128	0	0	64	64	0	84	0	96	64	52	0	0	140	0	0	0	0	0	132	0	0	0	0	1	1	20	104	0	0	12	1	0	0	56	92	40	0	0	0	92	20	60	132	0	0	148	0	104	-1.5	3.6	0	0.3	-1.1	25.2	15.3	-1.7	0	6.3	0	1	-1.5	36.5	23	-0.2	0	6.4	-3.9	0.7	-0.4	15.4	11.8	1.9	-2.9	0	-0.6	1.2	-18.5	-8	-0.7	-3.3	3.5	0	-0.3	-0.3	0.7	-1.9	-1.1	0	6.1	-2.7	0.8	-0.8	20.6	13.6	4	-10.5	0	0	0	-1.9	4.5	-73.5	-17.7	8.4	-29.6	0	0	0	-2.3	9.5	-195.3	-77.5	15.1	2.5	-47.1	0	0	-3.1	18.8	-242.4	-9.3	9.7	0	4.4	-28.4	0.4	15.6	-118.3	72	-0.5	0	4.2	-1.8	5.8	0.1	3.8	34.9	80.5	-4.5	0	12	0	0.1	-3.7	88.8	43.7	1
7	19	False	165	50	96	151	373	147	102	68	175	72	82	-112	67	56	28	36	0	0	0	56	24	36	0	0	52	20	32	0	0	60	24	64	0	20	40	8	0	56	20	32	0	0	0	44	44	0	28	0	0	44	44	0	28	0	0	60	44	0	0	40	0	0	16	48	40	44	0	1	20	48	36	0	48	0	24	48	32	52	-0.5	6.8	-1.2	0.5	-1.7	17.4	6.2	-1.6	0	19.2	-2.6	1	-1.4	50.6	43.9	-1.1	0	12.7	-1.6	0.8	1.3	31.4	37.1	1.1	-12.8	1.9	-0.6	1.4	-36.2	-27	0.1	0	0.8	-3.7	-0.3	-1.4	-6.6	-14.4	-1.3	0	15.9	-2.1	0.9	0.7	42.4	47	1.8	0	6.9	-19.8	0	-0.7	6.2	-28.4	26.1	0.9	0	11.6	-23.1	0	-0.1	7.2	-25.3	38	-0.8	19.6	-19.1	0	0	-0.3	2.4	16.8	37.9	-2.9	-0.4	36.4	-8.6	0.2	-3.1	69.8	28.9	-1.6	-0.9	22.3	-3.4	0	0.1	-3	46.5	6.9	-1.2	-1	15.4	-2.1	0.3	-2.2	32.4	3.4	1
8	68	False	161	70	170	192	419	264	116	62	-124	120	-135	-93	63	124	0	60	1	1	0	104	0	64	0	0	84	32	52	0	1	108	0	0	0	40	48	8	0	96	0	60	0	0	124	0	0	0	0	0	120	0	0	0	0	0	0	20	112	0	0	12	0	0	0	28	120	20	0	0	0	96	76	0	68	1	0	108	60	64	-0.2	1.7	0	-0.1	-1.3	10.5	-9.2	-1.6	0	5	0	0.2	-2.7	26	-15	-1.3	0	3.3	-1.8	0.1	-1.6	11	-13.3	0.8	-3.3	0	0	2	-17.8	8.6	1.1	0	0.4	-0.8	0	-0.5	-1.1	-6.8	-1.7	0	4.1	0	0	-1.5	19.6	-0.2	4.4	-14.1	0	0	0	-0.6	6.9	-87.4	7.8	5.6	-19.1	0	0	0	-0.8	10	-114.6	23.4	8.1	1.3	-30.6	0	0	-1.5	14.6	-170	31.4	3	0	1.4	-12	0	1.3	-70.1	-52.7	-1.6	0	11.6	-3.5	0	0	-3	42.3	5.1	-2	0	10.1	-2.6	0	-3.3	46.7	2.5	1
9	73	True	158	72	137	164	393	244	105	14	142	18	49	177	80	120	0	60	0	0	0	116	0	40	0	0	32	72	20	0	0	116	0	0	0	120	0	92	0	80	56	36	0	0	108	0	0	0	0	1	0	24	92	0	12	0	0	32	84	0	0	16	0	0	0	84	60	20	1	0	0	120	0	0	72	0	0	120	0	72	-2.7	7.5	0	0.9	-1.8	45	23.1	-1.2	0	7.7	0	0.9	0.7	44.6	53.1	1.5	0	2.8	-5.6	-0.8	1.9	-15.7	7.4	1.9	-6.6	0	-1.2	1.5	-38.2	-20.2	-2.1	0	5.7	0	0.6	-1.7	34.2	13.8	0.1	0	5.2	-2.7	0.7	1.2	13.3	27.7	3	-11.9	0	0	0	-0.8	3.4	-64.2	-20	4	0	1.5	-14.2	0	0	4.7	-63.5	1.3	3	3.2	-10.7	0	0	0.2	4.6	-39.8	23.6	-0.1	0	2.7	-2.1	0.5	1	5	17	-1.4	0	5.9	0	0	1	-1.3	35.4	19.8	-2	0	7.5	0	1.2	-1.5	45	27	1
10	62	True	165	70	72	169	328	135	85	-13	-9	30	-13	-89	103	48	16	28	0	0	0	36	36	20	0	76	0	0	0	0	0	44	32	52	0	48	28	28	0	20	48	8	0	0	0	28	52	0	20	0	0	40	44	0	24	0	0	40	40	0	0	24	0	0	0	40	44	24	0	0	0	40	44	0	24	0	0	40	40	20	0.1	8.9	-0.9	0.9	1	20.6	26.2	-0.7	0	4.6	-1.4	0.7	0.3	5.7	7	-1	-5.2	0	0	0.2	-0.9	-19.7	-25.6	0.5	-6	1.3	-0.8	-1	-11.2	-18.2	0	0	6	-0.9	0.8	1.1	13.2	22	-0.5	0	0.9	-1.4	0.6	0.2	-2.4	-0.8	0.1	0	0.9	-4.3	0	-0.4	0.2	-9.9	-8.7	-0.5	0	6.1	-5.7	0	-0.2	1.9	-0.3	12.2	-1	10.4	-6.5	0	0	-0.4	2.2	7.8	21	-0.8	0	9.3	-5.2	0.6	1.1	7.2	13.5	-0.5	0	6.9	-2.9	0	0.5	0.7	7.5	11.4	-0.2	0	4.2	-1.2	0.5	0.7	6	10.7	1
11	36	True	160	70	78	118	241	152	68	26	-165	43	30	175	72	72	0	32	0	0	0	56	0	32	0	32	24	16	40	0	0	56	0	0	0	64	0	24	0	44	0	24	0	0	0	24	60	0	12	0	0	48	44	0	32	0	0	48	44	0	0	32	0	0	0	48	44	32	0	0	0	48	40	0	28	0	0	48	0	28	-1	10.1	0	1	-1	36.3	27.9	-0.4	0	10.9	0	1	-0.9	30.5	23	0.6	-1.9	2.2	-0.6	0.4	0.4	-0.8	1.5	0.8	-10.1	0	-1	0.8	-28.2	-21.4	-1	0	5.1	0	0.5	-0.7	16.3	10.3	0.1	0	6.4	0	0.7	-0.4	14	10.6	0.6	0	1.1	-6.2	0	0.4	-0.2	-17.3	-19.1	0.1	0	7.4	-8.8	0	0.3	1	-1.6	7.6	-0.5	14.8	-10.3	0	0	0.6	1.1	12.9	21.9	-1.1	0	15.2	-6.6	0.7	-0.7	21.9	16.1	-1	0	14.2	-3.4	0	0.6	-0.6	27.2	22.2	-0.9	0	11.8	0	0.5	-0.5	28.3	24.1	0
12	33	True	163	75	79	170	364	167	97	58	62	55	62	84	77	44	32	24	0	0	0	48	12	28	1	16	56	0	28	1	0	44	16	48	0	32	44	16	0	72	0	20	0	1	0	24	56	0	12	0	0	32	44	0	20	0	0	40	40	0	0	28	0	0	0	40	36	24	0	0	0	40	32	0	24	0	0	40	20	20	0	5.1	-1.1	1	1	9.5	17.3	0.9	0	7	-0.8	1.4	2.3	16.4	37.1	0.8	-0.5	2.3	0	0.5	1.3	6	17.7	-0.6	-6.1	1.2	-1	-1.5	-12.5	-22.1	-0.2	0	2.1	-1.4	-0.2	-0.1	0.3	-0.1	1	0	5	0	1	1.5	18	27.6	0.4	0	1.1	-5.6	0	-0.8	-0.2	-14.3	-16.2	0.8	0	3.4	-9.8	0	-0.3	2.4	-16.1	7.4	0.7	6.4	-10.3	0	0	0.2	3.3	-7.8	24.5	0.2	0	10	-8.1	0.5	2.2	5.5	21.7	0.1	0	9.3	-3.7	0	0.5	1.8	12.7	25.6	0.1	0	8	-1.6	0.5	1.3	14.4	26.6	0

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Columns

age numeric
is_female bool
height numeric
weight numeric
qrs_duration numeric
p_r_interval numeric
q_t_interval numeric
t_interval numeric
p_interval numeric
qrs numeric
t numeric
p numeric
qrst numeric
j numeric
heart_rate numeric
average_witdth_of_wave_q_on_DI numeric
average_witdth_of_wave_r_on_DI numeric
average_witdth_of_wave_s_on_DI numeric
average_witdth_of_wave_rprime_on_DI numeric
average_witdth_of_wave_sprime_on_DI numeric
number_of_deflections_on_DI numeric
type_of_ragged_r_wave_on_DI numeric
type_of_diphasic_derivation_of_r_wave_on_DI numeric
type_of_ragged_p_wave_on_DI numeric
type_of_diphasic_derivation_of_p_wave_on_DI numeric
type_of_ragged_t_wave_on_DI numeric
type_of_diphasic_derivation_of_t_wave_on_DI numeric
average_witdth_of_wave_q_on_DII numeric
average_witdth_of_wave_r_on_DII numeric
average_witdth_of_wave_s_on_DII numeric
average_witdth_of_wave_rprime_on_DII numeric
average_witdth_of_wave_sprime_on_DII numeric
number_of_deflections_on_DII numeric
type_of_ragged_r_wave_on_DII numeric
type_of_diphasic_derivation_of_r_wave_on_DII numeric
type_of_ragged_p_wave_on_DII numeric
type_of_diphasic_derivation_of_p_wave_on_DII numeric
type_of_ragged_t_wave_on_DII numeric
type_of_diphasic_derivation_of_t_wave_on_DII numeric
average_witdth_of_wave_q_on_DIII numeric
average_witdth_of_wave_r_on_DIII numeric
average_witdth_of_wave_s_on_DIII numeric
average_witdth_of_wave_rprime_on_DIII numeric
average_witdth_of_wave_sprime_on_DIII numeric
number_of_deflections_on_DIII numeric
type_of_ragged_r_wave_on_DIII numeric
type_of_diphasic_derivation_of_r_wave_on_DIII numeric
type_of_ragged_p_wave_on_DIII numeric
type_of_diphasic_derivation_of_p_wave_on_DIII numeric
type_of_ragged_t_wave_on_DIII numeric
type_of_diphasic_derivation_of_t_wave_on_DIII numeric
average_witdth_of_wave_q_on_AVR numeric
average_witdth_of_wave_r_on_AVR numeric
average_witdth_of_wave_s_on_AVR numeric
average_witdth_of_wave_rprime_on_AVR numeric
average_witdth_of_wave_sprime_on_AVR numeric
number_of_deflections_on_AVR numeric
type_of_ragged_r_wave_on_AVR numeric
type_of_diphasic_derivation_of_r_wave_on_AVR numeric
type_of_ragged_p_wave_on_AVR numeric
type_of_diphasic_derivation_of_p_wave_on_AVR numeric
type_of_ragged_t_wave_on_AVR numeric
type_of_diphasic_derivation_of_t_wave_on_AVR numeric
average_witdth_of_wave_q_on_AVL numeric
average_witdth_of_wave_r_on_AVL numeric
average_witdth_of_wave_s_on_AVL numeric
average_witdth_of_wave_rprime_on_AVL numeric
average_witdth_of_wave_sprime_on_AVL numeric
number_of_deflections_on_AVL numeric
type_of_ragged_r_wave_on_AVL numeric
type_of_diphasic_derivation_of_r_wave_on_AVL numeric
type_of_ragged_p_wave_on_AVL numeric
type_of_diphasic_derivation_of_p_wave_on_AVL numeric
type_of_ragged_t_wave_on_AVL numeric
type_of_diphasic_derivation_of_t_wave_on_AVL numeric
average_witdth_of_wave_q_on_AVF numeric
average_witdth_of_wave_r_on_AVF numeric
average_witdth_of_wave_s_on_AVF numeric
average_witdth_of_wave_rprime_on_AVF numeric
average_witdth_of_wave_sprime_on_AVF numeric
number_of_deflections_on_AVF numeric
type_of_ragged_r_wave_on_AVF numeric
type_of_diphasic_derivation_of_r_wave_on_AVF numeric
type_of_ragged_p_wave_on_AVF numeric
type_of_diphasic_derivation_of_p_wave_on_AVF numeric
type_of_ragged_t_wave_on_AVF numeric
type_of_diphasic_derivation_of_t_wave_on_AVF numeric
average_witdth_of_wave_q_on_V1 numeric
average_witdth_of_wave_r_on_V1 numeric
average_witdth_of_wave_s_on_V1 numeric
average_witdth_of_wave_rprime_on_V1 numeric
average_witdth_of_wave_sprime_on_V1 numeric
number_of_deflections_on_V1 numeric
type_of_ragged_r_wave_on_V1 numeric
type_of_diphasic_derivation_of_r_wave_on_V1 numeric
type_of_ragged_p_wave_on_V1 numeric
type_of_diphasic_derivation_of_p_wave_on_V1 numeric
type_of_ragged_t_wave_on_V1 numeric
type_of_diphasic_derivation_of_t_wave_on_V1 numeric
average_witdth_of_wave_q_on_V2 numeric
average_witdth_of_wave_r_on_V2 numeric
average_witdth_of_wave_s_on_V2 numeric
average_witdth_of_wave_rprime_on_V2 numeric
average_witdth_of_wave_sprime_on_V2 numeric
number_of_deflections_on_V2 numeric
type_of_ragged_r_wave_on_V2 numeric
type_of_diphasic_derivation_of_r_wave_on_V2 numeric
type_of_ragged_p_wave_on_V2 numeric
type_of_diphasic_derivation_of_p_wave_on_V2 numeric
type_of_ragged_t_wave_on_V2 numeric
type_of_diphasic_derivation_of_t_wave_on_V2 numeric
average_witdth_of_wave_q_on_V3 numeric
average_witdth_of_wave_r_on_V3 numeric
average_witdth_of_wave_s_on_V3 numeric
average_witdth_of_wave_rprime_on_V3 numeric
average_witdth_of_wave_sprime_on_V3 numeric
number_of_deflections_on_V3 numeric
type_of_ragged_r_wave_on_V3 numeric
type_of_diphasic_derivation_of_r_wave_on_V3 numeric
type_of_ragged_p_wave_on_V3 numeric
type_of_diphasic_derivation_of_p_wave_on_V3 numeric
type_of_ragged_t_wave_on_V3 numeric
type_of_diphasic_derivation_of_t_wave_on_V3 numeric
average_witdth_of_wave_q_on_V4 numeric
average_witdth_of_wave_r_on_V4 numeric
average_witdth_of_wave_s_on_V4 numeric
average_witdth_of_wave_rprime_on_V4 numeric
average_witdth_of_wave_sprime_on_V4 numeric
number_of_deflections_on_V4 numeric
type_of_ragged_r_wave_on_V4 numeric
type_of_diphasic_derivation_of_r_wave_on_V4 numeric
type_of_ragged_p_wave_on_V4 numeric
type_of_diphasic_derivation_of_p_wave_on_V4 numeric
type_of_ragged_t_wave_on_V4 numeric
type_of_diphasic_derivation_of_t_wave_on_V4 numeric
average_witdth_of_wave_q_on_V5 numeric
average_witdth_of_wave_r_on_V5 numeric
average_witdth_of_wave_s_on_V5 numeric
average_witdth_of_wave_rprime_on_V5 numeric
average_witdth_of_wave_sprime_on_V5 numeric
number_of_deflections_on_V5 numeric
type_of_ragged_r_wave_on_V5 numeric
type_of_diphasic_derivation_of_r_wave_on_V5 numeric
type_of_ragged_p_wave_on_V5 numeric
type_of_diphasic_derivation_of_p_wave_on_V5 numeric
type_of_ragged_t_wave_on_V5 numeric
type_of_diphasic_derivation_of_t_wave_on_V5 numeric
average_witdth_of_wave_q_on_V6 numeric
average_witdth_of_wave_r_on_V6 numeric
average_witdth_of_wave_s_on_V6 numeric
average_witdth_of_wave_rprime_on_V6 numeric
average_witdth_of_wave_sprime_on_V6 numeric
number_of_deflections_on_V6 numeric
type_of_ragged_r_wave_on_V6 numeric
type_of_diphasic_derivation_of_r_wave_on_V6 numeric
type_of_ragged_p_wave_on_V6 numeric
type_of_diphasic_derivation_of_p_wave_on_V6 numeric
type_of_ragged_t_wave_on_V6 numeric
type_of_diphasic_derivation_of_t_wave_on_V6 numeric
amplitude_of_jj_wave_on_DI numeric
amplitude_of_q_wave_on_DI numeric
amplitude_of_r_wave_on_DI numeric
amplitude_of_s_wave_on_DI numeric
amplitude_of_rprime_wave_on_DI numeric
amplitude_of_sprime_wave_on_DI numeric
amplitude_of_p_wave_on_DI numeric
amplitude_of_t_wave_on_DI numeric
qrsa_on_DI numeric
qrsta_on_DI numeric
amplitude_of_jj_wave_on_DII numeric
amplitude_of_q_wave_on_DII numeric
amplitude_of_r_wave_on_DII numeric
amplitude_of_s_wave_on_DII numeric
amplitude_of_rprime_wave_on_DII numeric
amplitude_of_sprime_wave_on_DII numeric
amplitude_of_p_wave_on_DII numeric
amplitude_of_t_wave_on_DII numeric
qrsa_on_DII numeric
qrsta_on_DII numeric
amplitude_of_jj_wave_on_DIII numeric
amplitude_of_q_wave_on_DIII numeric
amplitude_of_r_wave_on_DIII numeric
amplitude_of_s_wave_on_DIII numeric
amplitude_of_rprime_wave_on_DIII numeric
amplitude_of_sprime_wave_on_DIII numeric
amplitude_of_p_wave_on_DIII numeric
amplitude_of_t_wave_on_DIII numeric
qrsa_on_DIII numeric
qrsta_on_DIII numeric
amplitude_of_jj_wave_on_AVR numeric
amplitude_of_q_wave_on_AVR numeric
amplitude_of_r_wave_on_AVR numeric
amplitude_of_s_wave_on_AVR numeric
amplitude_of_rprime_wave_on_AVR numeric
amplitude_of_sprime_wave_on_AVR numeric
amplitude_of_p_wave_on_AVR numeric
amplitude_of_t_wave_on_AVR numeric
qrsa_on_AVR numeric
qrsta_on_AVR numeric
amplitude_of_jj_wave_on_AVL numeric
amplitude_of_q_wave_on_AVL numeric
amplitude_of_r_wave_on_AVL numeric
amplitude_of_s_wave_on_AVL numeric
amplitude_of_rprime_wave_on_AVL numeric
amplitude_of_sprime_wave_on_AVL numeric
amplitude_of_p_wave_on_AVL numeric
amplitude_of_t_wave_on_AVL numeric
qrsa_on_AVL numeric
qrsta_on_AVL numeric
amplitude_of_jj_wave_on_AVF numeric
amplitude_of_q_wave_on_AVF numeric
amplitude_of_r_wave_on_AVF numeric
amplitude_of_s_wave_on_AVF numeric
amplitude_of_rprime_wave_on_AVF numeric
amplitude_of_sprime_wave_on_AVF numeric
amplitude_of_p_wave_on_AVF numeric
amplitude_of_t_wave_on_AVF numeric
qrsa_on_AVF numeric
qrsta_on_AVF numeric
amplitude_of_jj_wave_on_V1 numeric
amplitude_of_q_wave_on_V1 numeric
amplitude_of_r_wave_on_V1 numeric
amplitude_of_s_wave_on_V1 numeric
amplitude_of_rprime_wave_on_V1 numeric
amplitude_of_sprime_wave_on_V1 numeric
amplitude_of_p_wave_on_V1 numeric
amplitude_of_t_wave_on_V1 numeric
qrsa_on_V1 numeric
qrsta_on_V1 numeric
amplitude_of_jj_wave_on_V2 numeric
amplitude_of_q_wave_on_V2 numeric
amplitude_of_r_wave_on_V2 numeric
amplitude_of_s_wave_on_V2 numeric
amplitude_of_rprime_wave_on_V2 numeric
amplitude_of_sprime_wave_on_V2 numeric
amplitude_of_p_wave_on_V2 numeric
amplitude_of_t_wave_on_V2 numeric
qrsa_on_V2 numeric
qrsta_on_V2 numeric
amplitude_of_jj_wave_on_V3 numeric
amplitude_of_q_wave_on_V3 numeric
amplitude_of_r_wave_on_V3 numeric
amplitude_of_s_wave_on_V3 numeric
amplitude_of_rprime_wave_on_V3 numeric
amplitude_of_sprime_wave_on_V3 numeric
amplitude_of_p_wave_on_V3 numeric
amplitude_of_t_wave_on_V3 numeric
qrsa_on_V3 numeric
qrsta_on_V3 numeric
amplitude_of_jj_wave_on_V4 numeric
amplitude_of_q_wave_on_V4 numeric
amplitude_of_r_wave_on_V4 numeric
amplitude_of_s_wave_on_V4 numeric
amplitude_of_rprime_wave_on_V4 numeric
amplitude_of_sprime_wave_on_V4 numeric
amplitude_of_p_wave_on_V4 numeric
amplitude_of_t_wave_on_V4 numeric
qrsa_on_V4 numeric
qrsta_on_V4 numeric
amplitude_of_jj_wave_on_V5 numeric
amplitude_of_q_wave_on_V5 numeric
amplitude_of_r_wave_on_V5 numeric
amplitude_of_s_wave_on_V5 numeric
amplitude_of_rprime_wave_on_V5 numeric
amplitude_of_sprime_wave_on_V5 numeric
amplitude_of_p_wave_on_V5 numeric
amplitude_of_t_wave_on_V5 numeric
qrsa_on_V5 numeric
qrsta_on_V5 numeric
amplitude_of_jj_wave_on_V6 numeric
amplitude_of_q_wave_on_V6 numeric
amplitude_of_r_wave_on_V6 numeric
amplitude_of_s_wave_on_V6 numeric
amplitude_of_rprime_wave_on_V6 numeric
amplitude_of_sprime_wave_on_V6 numeric
amplitude_of_p_wave_on_V6 numeric
amplitude_of_t_wave_on_V6 numeric
qrsa_on_V6 numeric
qrsta_on_V6 numeric
has_arhythmia numeric

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