Parkinson's Disease

Utilizing Vocal Biomarkers for Early Detection of Parkinson's Disease

@kaggle.shreyadutta1116_parkinsons_disease

Table List

2 tables(481.92 KB)

Updated Dataset

@kaggle.shreyadutta1116_parkinsons_disease.updated_dataset

212.2 KB
1000 rows
24 columns

name Name	mdvp_fo_hz MDVP:Fo(Hz)	mdvp_fhi_hz MDVP:Fhi(Hz)	mdvp_flo_hz MDVP:Flo(Hz)	mdvp_jitter MDVP:Jitter(%)	mdvp_jitter_abs MDVP:Jitter(Abs)	mdvp_rap MDVP:RAP	mdvp_ppq MDVP:PPQ	jitter_ddp Jitter:DDP	mdvp_shimmer MDVP:Shimmer	mdvp_shimmer_db MDVP:Shimmer(dB)	shimmer_apq3 Shimmer:APQ3	shimmer_apq5 Shimmer:APQ5	mdvp_apq MDVP:APQ	shimmer_dda Shimmer:DDA	nhr NHR	hnr HNR	status Status	rpde RPDE	dfa DFA	spread1 Spread1	spread2 Spread2	d2 D2	ppe PPE
phon_R01_S01_1	119.992	157.302	74.997	0.00784	0.00007	0.0037	0.00554	0.01109	0.04374	0.426	0.02182	0.0313	0.02971	0.06545	0.02211	21.033	1	0.414783	0.815285	-4.813031	0.266482	2.301442	0.284654
phon_R01_S01_2	122.4	148.65	113.819	0.00968	0.00008	0.00465	0.00696	0.01394	0.06134	0.626	0.03134	0.04518	0.04368	0.09403	0.01929	19.085	1	0.458359	0.819521	-4.075192	0.33559	2.486855	0.368674
phon_R01_S01_3	116.682	131.111	111.555	0.0105	0.00009	0.00544	0.00781	0.01633	0.05233	0.482	0.02757	0.03858	0.0359	0.0827	0.01309	20.651	1	0.429895	0.825288	-4.443179	0.311173	2.342259	0.332634
phon_R01_S01_4	116.676	137.871	111.366	0.00997	0.00009	0.00502	0.00698	0.01505	0.05492	0.517	0.02924	0.04005	0.03772	0.08771	0.01353	20.644	1	0.434969	0.819235	-4.117501	0.334147	2.405554	0.368975
phon_R01_S01_5	116.014	141.781	110.655	0.01284	0.00011	0.00655	0.00908	0.01966	0.06425	0.584	0.0349	0.04825	0.04465	0.1047	0.01767	19.649	1	0.417356	0.823484	-3.747787	0.234513	2.33218	0.410335
phon_R01_S01_6	120.552	131.162	113.787	0.00968	0.00008	0.00463	0.0075	0.01388	0.04701	0.456	0.02328	0.03526	0.03243	0.06985	0.01222	21.378	1	0.415564	0.825069	-4.242867	0.299111	2.18756	0.357775
phon_R01_S02_1	120.267	137.244	114.82	0.00333	0.00003	0.00155	0.00202	0.00466	0.01608	0.14	0.00779	0.00937	0.01351	0.02337	0.00607	24.886	1	0.59604	0.764112	-5.634322	0.257682	1.854785	0.211756
phon_R01_S02_2	107.332	113.84	104.315	0.0029	0.00003	0.00144	0.00182	0.00431	0.01567	0.134	0.00829	0.00946	0.01256	0.02487	0.00344	26.892	1	0.63742	0.763262	-6.167603	0.183721	2.064693	0.163755
phon_R01_S02_3	95.73	132.068	91.754	0.00551	0.00006	0.00293	0.00332	0.0088	0.02093	0.191	0.01073	0.01277	0.01717	0.03218	0.0107	21.812	1	0.615551	0.773587	-5.498678	0.327769	2.322511	0.231571
phon_R01_S02_4	95.056	120.103	91.226	0.00532	0.00006	0.00268	0.00332	0.00803	0.02838	0.255	0.01441	0.01725	0.02444	0.04324	0.01022	21.862	1	0.547037	0.798463	-5.011879	0.325996	2.432792	0.271362


CREATE TABLE updated_dataset (
  "name" VARCHAR,
  "mdvp_fo_hz" DOUBLE,
  "mdvp_fhi_hz" DOUBLE,
  "mdvp_flo_hz" DOUBLE,
  "mdvp_jitter" DOUBLE,
  "mdvp_jitter_abs" DOUBLE,
  "mdvp_rap" DOUBLE,
  "mdvp_ppq" DOUBLE,
  "jitter_ddp" DOUBLE,
  "mdvp_shimmer" DOUBLE,
  "mdvp_shimmer_db" DOUBLE,
  "shimmer_apq3" DOUBLE,
  "shimmer_apq5" DOUBLE,
  "mdvp_apq" DOUBLE,
  "shimmer_dda" DOUBLE,
  "nhr" DOUBLE,
  "hnr" DOUBLE,
  "status" BIGINT,
  "rpde" DOUBLE,
  "dfa" DOUBLE,
  "spread1" DOUBLE,
  "spread2" DOUBLE,
  "d2" DOUBLE,
  "ppe" DOUBLE
);