Datasets:

vancenceho
/

youtube-spotify-audio-features

track_id stringlengths 22 22	tempo float64 0 287	rms_mean float64 0 0.82	rms_std float64 0 0.29	zcr_mean float64 0 0.54	zcr_std float64 0 0.29	spectral_centroid_mean float64 0 5.66k	spectral_centroid_std float64 0 2.51k	spectral_rolloff_mean float64 0 9.41k	spectral_rolloff_std float64 0 3.88k	spectral_bandwidth_mean float64 0 3.56k	spectral_bandwidth_std float64 0 1.34k	spectral_contrast_1_mean float64 0 30.1	spectral_contrast_1_std float64 0 8.28	spectral_contrast_2_mean float64 0 31.2	spectral_contrast_2_std float64 0 8.9	spectral_contrast_3_mean float64 0 35.5	spectral_contrast_3_std float64 0 8.6	spectral_contrast_4_mean float64 0 38.1	spectral_contrast_4_std float64 0 14.9	spectral_contrast_5_mean float64 0 34.1	spectral_contrast_5_std float64 0 10.9	spectral_contrast_6_mean float64 0 58.3	spectral_contrast_6_std float64 0 14.1	spectral_contrast_7_mean float64 0 69.7	spectral_contrast_7_std float64 0 18.7	mfcc_1_mean float64 -1,131.37 141	mfcc_1_std float64 0 245	mfcc_2_mean float64 -16.31 241	mfcc_2_std float64 0 99.7	mfcc_3_mean float64 -115.23 106	mfcc_3_std float64 0 69.6	mfcc_4_mean float64 -53.8 116	mfcc_4_std float64 0 53.8	mfcc_5_mean float64 -60.03 58.1	mfcc_5_std float64 0 38.7	mfcc_6_mean float64 -47.53 50.3	mfcc_6_std float64 0 31.1	mfcc_7_mean float64 -55.06 35.2	mfcc_7_std float64 0 26.4	mfcc_8_mean float64 -38.07 41.8	mfcc_8_std float64 0 24.8	mfcc_9_mean float64 -44.06 28.2	mfcc_9_std float64 0 25	mfcc_10_mean float64 -31.44 30	mfcc_10_std float64 0 23.4	mfcc_11_mean float64 -29.3 19.1	mfcc_11_std float64 0 22.4	mfcc_12_mean float64 -22.8 21.8	mfcc_12_std float64 0 28.8	mfcc_13_mean float64 -28.67 18.9	mfcc_13_std float64 0 22.7	chroma_1_mean float64 0 0.92	chroma_1_std float64 0 0.44	chroma_2_mean float64 0 0.88	chroma_2_std float64 0 0.44	chroma_3_mean float64 0 0.98	chroma_3_std float64 0 0.47	chroma_4_mean float64 0 0.94	chroma_4_std float64 0 0.44	chroma_5_mean float64 0 0.94	chroma_5_std float64 0 0.45	chroma_6_mean float64 0 0.95	chroma_6_std float64 0 0.43	chroma_7_mean float64 0 0.88	chroma_7_std float64 0 0.43	chroma_8_mean float64 0 0.92	chroma_8_std float64 0 0.45	chroma_9_mean float64 0 0.92	chroma_9_std float64 0 0.46	chroma_10_mean float64 0 0.95	chroma_10_std float64 0 0.46	chroma_11_mean float64 0 0.98	chroma_11_std float64 0 0.44	chroma_12_mean float64 0 0.93	chroma_12_std float64 0 0.43	tonnetz_1_mean float64 -0.53 0.49	tonnetz_1_std float64 0 0.41	tonnetz_2_mean float64 -0.48 0.49	tonnetz_2_std float64 0 0.44	tonnetz_3_mean float64 -0.56 0.41	tonnetz_3_std float64 0 0.49	tonnetz_4_mean float64 -0.57 0.53	tonnetz_4_std float64 0 0.52	tonnetz_5_mean float64 -0.15 0.22	tonnetz_5_std float64 0 0.21	tonnetz_6_mean float64 -0.14 0.23	tonnetz_6_std float64 0 0.2	onset_strength_mean float64 0 4.5	onset_strength_std float64 0 6.96	extraction_success bool 1 class	error_message float64
005U5ZHLoA4OEkWewAa32S	107.666016	0.124439	0.038402	0.14724	0.035273	2,718.721142	320.98031	5,353.019992	641.546229	2,447.595433	276.996446	21.098233	4.920644	12.315955	3.469869	15.852455	3.557914	14.422881	2.482163	14.617012	1.862425	16.926842	2.029028	51.552707	3.293938	-80.25322	96.702759	69.451019	17.330791	-4.651773	13.795969	62.787174	24.476719	-4.922081	7.541002	13.919308	7.214434	-1.513314	8.16651	-0.450538	7.479777	-3.108184	5.314095	0.225132	5.340275	-0.40912	5.280152	2.2444	5.410771	-3.211031	4.943687	0.625485	0.245473	0.472846	0.210045	0.430697	0.237699	0.469455	0.235172	0.486078	0.237621	0.469674	0.22596	0.58814	0.261412	0.533416	0.242735	0.464906	0.239521	0.540163	0.264365	0.598034	0.22955	0.737972	0.245187	0.010587	0.047068	-0.034982	0.056403	0.023926	0.059134	0.0051	0.053546	-0.006388	0.024814	-0.000242	0.020456	1.039019	0.741475	true	null
000CC8EParg64OmTxVnZ0p	117.453835	0.139531	0.070247	0.11398	0.077527	2,294.706218	1,002.741812	4,386.990272	1,955.741386	2,230.876402	610.344104	18.688067	5.003244	17.80407	5.553861	21.589787	5.610346	21.975627	5.20518	21.419456	4.949419	22.838977	6.99169	47.95297	5.544715	-152.116608	104.858719	86.156311	41.198681	-18.782513	30.608477	8.712087	21.708046	-6.919162	19.701628	-12.73278	21.347675	0.178896	15.550457	-6.501132	14.978965	-13.277646	12.912766	2.593323	11.72767	-7.850083	13.479781	-5.528257	11.922333	-5.058009	11.151423	0.27544	0.324616	0.218082	0.269382	0.256054	0.285083	0.362853	0.361419	0.303359	0.310929	0.280495	0.317544	0.252291	0.285308	0.330408	0.332726	0.331322	0.35155	0.240414	0.273971	0.230629	0.287634	0.218008	0.260124	-0.08983	0.165143	0.035609	0.155481	0.052445	0.181374	0.044467	0.184294	-0.003522	0.067449	0.010199	0.075169	1.615926	1.461014	true	null
0068lzo1xXa9ED8ThypHU1	123.046875	0.202725	0.106423	0.076084	0.050806	2,018.877222	882.8342	4,253.477403	1,996.530447	2,294.164663	590.676539	20.536407	5.544847	17.946075	4.814476	19.941487	4.646179	20.35282	4.878633	19.001939	4.231884	17.727864	3.68194	48.614479	3.766063	-109.881668	93.19088	97.591347	38.162689	3.21342	20.033699	18.078777	19.913988	2.387829	14.487526	5.192093	16.593699	-4.720744	11.824506	-0.233227	12.648668	-6.930971	12.765794	-5.13222	11.814672	-5.917792	11.276091	1.086569	10.850536	-7.736115	9.868803	0.280087	0.289831	0.242794	0.234382	0.363419	0.350487	0.277613	0.236221	0.390355	0.365014	0.26675	0.233151	0.376757	0.33067	0.470219	0.375192	0.261147	0.230838	0.255817	0.312888	0.206935	0.226615	0.294686	0.299383	0.160132	0.142121	0.016312	0.168611	0.03539	0.18831	0.002617	0.211345	0.021171	0.077616	-0.004201	0.070026	1.52183	2.000275	true	null
004iWPkSRbvOEvAPLWHl9M	117.453835	0.122941	0.058742	0.103333	0.068236	1,967.236181	905.082262	3,691.192864	1,718.923677	1,954.815074	580.503411	23.556003	4.87459	18.152299	4.365407	21.897096	4.677067	21.066644	4.218183	22.494953	4.164881	22.312085	4.376448	48.643158	5.501464	-151.847626	95.101227	107.229149	44.735107	-26.150944	27.386497	22.661777	18.927666	-2.119066	21.089216	-7.734893	12.14494	-6.487144	13.307476	-3.260649	11.95892	-13.252938	11.591521	-2.947111	11.98797	-5.433764	12.160421	-3.012727	10.447323	-7.202804	9.934366	0.292272	0.242231	0.416554	0.337985	0.339299	0.31315	0.279468	0.237677	0.439801	0.379912	0.294987	0.261311	0.268431	0.284948	0.214987	0.21588	0.303398	0.270415	0.331367	0.312941	0.257764	0.237161	0.377735	0.352232	0.112325	0.129876	-0.137054	0.130563	-0.064495	0.198489	0.050227	0.194187	0.014672	0.084932	-0.028923	0.057706	1.259722	1.404296	true	null
006rHBBNLJMpQs8fRC2GDe	123.046875	0.263803	0.079337	0.104699	0.042007	2,349.819256	607.495841	5,227.628111	1,514.025734	2,568.030824	421.211834	21.44799	4.48755	16.878978	3.993855	19.186148	4.27827	18.477313	3.697073	18.840319	2.96339	19.265479	2.987009	49.056053	3.505991	-18.83469	36.7868	95.08567	21.070635	-4.255121	23.189739	2.252856	16.085037	-3.34685	12.337935	7.288435	9.617098	-3.091658	10.857344	1.55517	8.543461	-6.308511	8.624068	-5.104611	8.39446	-4.869156	8.433161	-1.577121	7.963577	-4.407043	7.938289	0.430681	0.34952	0.300901	0.240856	0.372691	0.34746	0.274421	0.237008	0.381402	0.331438	0.313196	0.308051	0.244188	0.230811	0.341452	0.338835	0.238025	0.196716	0.357733	0.346104	0.244199	0.224184	0.322996	0.277592	0.154614	0.168537	0.144645	0.159282	-0.05571	0.194113	0.044504	0.188105	-0.01273	0.071245	0.011238	0.069577	1.164208	0.853763	true	null
004h8smbIoAkUNDJvVKwkG	143.554688	0.086714	0.05762	0.096868	0.052098	2,125.187683	897.829417	4,320.54193	1,987.820636	2,102.216267	725.028597	17.576038	4.924602	15.629611	4.715299	20.398576	4.967263	20.063599	4.408695	20.617323	3.978381	24.568782	8.038837	49.375621	3.878631	-199.048019	97.746712	96.216652	39.378166	-23.146494	47.556252	11.51247	24.93939	-1.085684	24.510778	-5.342865	24.356987	4.962559	17.456507	4.19274	19.075766	-7.467419	13.713127	4.140975	15.111838	-7.414297	12.522618	5.373687	12.391474	2.017004	11.792893	0.510163	0.348315	0.376789	0.274909	0.391228	0.335825	0.335769	0.257679	0.486254	0.30488	0.47671	0.332095	0.300266	0.237532	0.330113	0.292179	0.301545	0.228911	0.497643	0.334571	0.332905	0.253792	0.358864	0.283268	0.085003	0.186482	0.163436	0.123488	-0.124001	0.136838	-0.038392	0.205202	-0.034096	0.080908	-0.008439	0.06335	1.792326	2.062704	true	null
006c9li2Mybyg5vm6doEfO	172.265625	0.267538	0.102269	0.097202	0.044969	2,633.011614	848.395396	5,784.458078	2,010.67647	2,754.096316	515.482629	21.789804	4.617495	15.864507	4.2463	17.511309	3.889289	17.41352	3.526032	17.732136	3.711274	17.379401	3.090242	48.198349	2.789668	-32.69165	65.003906	85.051796	36.147495	7.737001	24.625158	9.04416	21.882366	3.466734	17.7103	11.275255	12.197919	3.905979	14.161611	5.484689	12.156116	2.874329	9.417136	8.636174	11.167248	-3.387343	10.589747	1.945641	9.776006	-3.278981	8.245503	0.40882	0.264966	0.374172	0.227319	0.562287	0.32671	0.365486	0.254992	0.351882	0.264972	0.496215	0.331215	0.384892	0.240936	0.515711	0.32545	0.440463	0.253752	0.538299	0.313965	0.428604	0.316709	0.393748	0.305085	0.047463	0.279937	0.206368	0.119263	-0.021728	0.119632	-0.249299	0.196705	0.002467	0.124852	-0.075277	0.053713	1.315879	1.332938	true	null
003vvx7Niy0yvhvHt4a68B	73.828125	0.299853	0.077371	0.12943	0.044313	2,712.286151	613.50619	5,899.030996	1,350.897063	2,682.778346	466.644902	19.711495	4.83148	14.355104	3.86928	16.862265	4.01286	17.031568	3.336875	16.973422	3.103568	16.621514	3.107452	46.596871	3.996198	22.377125	72.847054	78.67205	23.685244	-3.146929	18.960663	24.6404	10.227683	7.766631	11.416929	2.769083	9.694105	-3.831953	8.301537	5.40471	7.832488	-0.567876	6.905353	3.547694	6.129833	-0.000484	5.900235	4.593696	5.760488	-1.77984	6.044265	0.48322	0.258612	0.695026	0.30489	0.373268	0.212093	0.365604	0.2804	0.311525	0.209072	0.420532	0.277338	0.387377	0.287372	0.360299	0.240996	0.438454	0.300011	0.32197	0.233237	0.393135	0.301767	0.339363	0.239214	-0.088714	0.06727	-0.03862	0.091327	-0.05398	0.084972	-0.024429	0.099371	0.013641	0.032219	0.000279	0.037662	1.062549	0.673849	true	null
006Bi4j0yzwOc3y69GOlYV	99.384014	0.097853	0.034371	0.075479	0.059332	2,733.046052	825.981252	6,523.546664	1,436.524484	3,005.918111	363.334297	20.962813	4.820994	14.482837	3.751373	17.839925	4.722139	17.484014	4.13413	17.028888	3.522183	16.219112	2.793719	60.228008	4.820668	-170.368134	52.436352	67.546448	22.439764	26.732786	17.121849	27.399044	12.182573	9.281193	9.78399	21.25421	8.406609	0.040856	7.973643	15.313802	8.272076	6.903756	8.356455	11.367325	7.108912	4.179062	7.995064	13.178174	6.729367	0.593804	7.279605	0.516847	0.339194	0.450286	0.279214	0.520553	0.31365	0.494774	0.285091	0.503258	0.333028	0.42009	0.315116	0.385858	0.279081	0.389465	0.317815	0.388508	0.27747	0.40138	0.279978	0.444147	0.28951	0.563876	0.333558	0.097075	0.089194	0.029789	0.140089	0.000578	0.0915	0.074751	0.14088	0.021756	0.053733	0.009049	0.065581	1.476166	1.693043	true	null
007NMTR9MQrqwCmbjNSjKj	129.199219	0.074372	0.031472	0.098991	0.070714	2,441.665209	834.604475	5,454.639585	1,693.035134	2,609.987292	427.091053	19.8809	4.89648	14.157836	4.765113	17.606658	4.9227	18.219969	4.638296	17.326384	3.414392	17.900206	3.245536	49.204198	4.299147	-174.762009	94.192604	85.272072	32.714691	4.700535	34.663059	18.448755	19.719826	2.829792	16.201321	12.64519	12.432341	2.968225	10.283868	7.397989	9.542594	-5.564841	8.617858	9.132051	8.325549	-5.051138	8.239136	5.813694	7.679156	0.436192	8.126969	0.421337	0.286669	0.516937	0.323755	0.315301	0.235118	0.27552	0.250158	0.3146	0.278009	0.303498	0.254825	0.470377	0.339502	0.409402	0.274689	0.488842	0.337055	0.522452	0.359869	0.432197	0.315583	0.422969	0.318235	0.00851	0.075108	-0.057161	0.061341	-0.036427	0.078704	-0.002042	0.090371	0.010862	0.033493	0.015869	0.032809	1.840699	2.871666	true	null
0072MKNpMeJNx8aRfTNfQW	95.703125	0.275894	0.102854	0.070611	0.030842	1,904.692672	603.385767	4,261.763119	1,628.741737	2,389.032588	445.535611	18.633254	4.929064	16.232277	4.30828	21.257263	4.589754	19.98058	4.14335	19.79142	4.090212	18.721911	3.960238	48.463807	3.929013	-56.587337	70.78183	108.405296	24.540287	11.920722	18.267883	22.349043	13.437616	5.214949	11.957908	7.181904	10.497652	-3.849393	10.249233	1.712595	9.57151	-4.798645	10.318279	-0.765135	9.583753	-4.073984	9.462463	-0.852071	8.765732	-5.138587	8.29816	0.228011	0.213224	0.307713	0.318134	0.262529	0.289249	0.245393	0.208384	0.408575	0.355423	0.218596	0.193334	0.274778	0.311953	0.194528	0.200689	0.348979	0.287435	0.503692	0.376664	0.298177	0.227824	0.362802	0.357752	0.123003	0.127571	-0.082692	0.117941	-0.048897	0.126637	-0.00104	0.135277	0.009101	0.052609	0.000811	0.051906	1.450389	1.687752	true	null
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0000vdREvCVMxbQTkS888c	135.999178	0.091511	0.059191	0.111555	0.070448	2,754.96893	770.166533	5,786.556676	1,490.561217	2,508.005272	535.75625	20.384617	5.297086	16.005784	4.717989	15.940412	4.079874	15.013402	3.155917	15.826094	2.657926	15.587204	2.22006	52.567075	4.576645	-154.201782	74.628746	60.385036	29.437153	-27.081213	29.973751	18.092171	19.537922	-4.354416	15.978444	19.937906	10.949491	8.289479	9.820712	23.099398	11.004421	9.573647	9.519449	14.685732	10.010854	6.830966	7.724079	10.173619	8.922856	-1.171317	7.676433	0.62602	0.348648	0.474048	0.255675	0.445334	0.284245	0.387345	0.290247	0.332164	0.264046	0.366163	0.243238	0.578804	0.325849	0.521989	0.285746	0.408291	0.257062	0.400214	0.24715	0.480413	0.26569	0.615828	0.335876	0.024129	0.060628	-0.085393	0.133077	0.109377	0.114248	-0.067568	0.097216	-0.031147	0.045733	0.002694	0.037683	1.289705	1.506871	true	null
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00frrtnFga2Bz2s06EazHw	151.999081	0.245945	0.138998	0.130601	0.110257	2,850.554912	1,270.87173	5,822.091433	2,415.982973	2,574.032676	740.564703	20.178116	4.918553	14.619194	4.379505	16.384858	4.840559	17.338677	4.933185	17.325319	4.478968	17.189953	4.228106	46.925157	5.39816	-63.149174	134.956055	65.055542	45.157272	8.749495	21.064827	22.4014	16.540903	-3.132386	16.566542	12.124621	11.193736	6.093197	12.790692	5.234039	14.611814	6.748338	10.26864	6.782309	9.222791	-3.989799	10.800523	3.309095	8.801673	1.683912	7.908372	0.409158	0.288967	0.442147	0.308531	0.4452	0.282303	0.591745	0.317332	0.466894	0.267797	0.405431	0.264959	0.443757	0.277909	0.463677	0.274398	0.596777	0.352072	0.558353	0.329367	0.554403	0.277808	0.446013	0.249683	-0.08157	0.082987	-0.037276	0.077516	0.020023	0.107858	0.05438	0.122338	-0.019571	0.046414	-0.013618	0.037187	1.240589	1.335891	true	null
00EAqLJcJP8IAzOmJ9q5g8	117.453835	0.140067	0.074315	0.045693	0.021156	1,063.165161	410.828817	1,854.304065	911.126414	1,543.211989	422.325941	21.841675	4.795335	18.239852	4.402476	22.218616	4.735632	21.91258	4.091934	22.383295	4.253783	19.484974	3.613096	47.901747	3.174363	-196.935242	89.874428	153.090515	26.411367	5.439196	22.203863	16.037205	17.153582	13.054949	12.131473	7.474761	11.923399	-4.235127	9.98106	2.759079	8.497442	-6.115529	8.905124	-3.383878	9.504584	-5.334687	9.886493	-2.393321	9.362262	-4.615463	9.073732	0.375546	0.299204	0.583998	0.380251	0.192588	0.146992	0.180294	0.249544	0.167366	0.175986	0.312696	0.323785	0.223258	0.268908	0.237512	0.247656	0.397911	0.36251	0.234266	0.196165	0.265085	0.334793	0.15685	0.155387	-0.283595	0.134262	-0.114919	0.210748	-0.156043	0.165774	-0.006817	0.29377	0.021358	0.097436	-0.0218	0.099922	0.993348	1.00849	true	null
00hPnVmMynXSUIeIXapFZE	161.499023	0.202634	0.086855	0.062779	0.066128	1,429.697946	799.982435	3,142.703267	1,583.981504	1,774.427101	465.24375	22.194981	5.031003	15.314394	4.153648	16.663387	4.259862	19.249587	5.090761	18.610812	4.259587	20.072269	4.524435	50.283126	3.934518	-166.936935	102.440788	120.162712	36.995667	-5.121021	23.201139	65.28508	17.254282	8.068821	17.759157	17.756437	15.125108	13.733634	17.329062	18.285049	10.108571	3.627174	10.360562	1.442776	11.842762	-3.425952	10.45188	-4.390594	9.403772	-6.500593	6.592851	0.564611	0.37249	0.42638	0.26954	0.370368	0.282076	0.325862	0.251347	0.369358	0.305648	0.443001	0.369258	0.365112	0.278165	0.390352	0.327506	0.304213	0.269555	0.248063	0.198685	0.364692	0.299638	0.485216	0.311066	0.01467	0.062258	0.130724	0.098383	0.030033	0.126247	0.112928	0.145288	-0.001151	0.047131	0.013424	0.063408	1.732146	2.78497	true	null
00EFWaqXnHZ5smJNsHtnGV	172.265625	0.156629	0.100524	0.08975	0.058131	2,098.632048	990.980168	4,451.014752	2,255.194827	2,287.571979	746.330722	19.816687	5.034689	17.810908	5.479335	19.837109	4.37064	19.973012	3.907389	18.696261	4.071026	17.67981	3.329425	47.476003	3.606689	-115.573151	141.467102	100.561089	36.406441	0.614388	19.583107	11.798756	14.45776	3.093838	10.138448	3.10407	11.055148	0.559472	10.569946	-0.429917	9.916197	2.766908	8.564474	1.39365	6.796834	-5.010641	6.77209	-1.423713	8.24708	-5.792295	8.479589	0.276389	0.302469	0.185228	0.2	0.200211	0.182084	0.330931	0.302075	0.278687	0.162376	0.564105	0.363272	0.21567	0.147626	0.239969	0.225001	0.32579	0.322638	0.26708	0.196124	0.547631	0.394443	0.239693	0.189702	-0.305936	0.185117	0.077198	0.200106	-0.034331	0.294485	0.047555	0.165733	-0.03389	0.109626	-0.011124	0.093564	1.022506	0.865372	true	null
00GVRTIWMjYwwHEjTLclgf	135.999178	0.141171	0.0561	0.063091	0.040531	2,010.011363	910.99139	4,491.532563	2,252.9629	2,375.472835	589.07891	19.852635	4.788003	13.047607	4.316787	14.485611	4.227028	15.919129	4.43214	14.824202	2.326499	15.484136	1.975709	50.468386	3.378983	-137.785507	80.67617	96.198982	41.987301	16.590919	30.81753	44.520157	14.623411	19.934998	10.512161	11.521338	10.387222	-1.185457	11.094481	18.747574	10.842143	-7.131302	7.410351	8.670479	7.67867	2.59338	7.055974	1.362592	6.050806	-5.129799	5.959449	0.528053	0.287663	0.487264	0.255314	0.553742	0.270943	0.610176	0.285363	0.516445	0.257741	0.474147	0.298844	0.549547	0.24636	0.718798	0.255583	0.627477	0.220595	0.583994	0.293496	0.556159	0.232873	0.466417	0.229207	-0.008269	0.036986	0.012557	0.044435	0.000609	0.043416	0.03679	0.046869	-0.003335	0.01672	0.006502	0.019909	2.098462	2.915746	true	null
00gFptV5vcCXHgcXtFr3cT	184.570313	0.216615	0.115871	0.0915	0.091187	2,363.836578	1,093.779012	5,183.853376	2,076.166878	2,597.76135	588.951817	19.573588	4.683185	16.383886	4.712662	18.585228	5.414062	17.637573	4.283814	18.112017	3.474113	16.903124	3.350456	46.563786	4.532777	-93.745628	124.280258	86.867851	36.30048	12.96665	20.926388	23.224003	15.575733	7.646274	14.522067	10.12784	12.295743	1.898011	10.060337	1.605771	11.257414	8.418243	9.23103	6.271856	9.7378	0.287998	7.912038	0.644399	8.766409	-0.602291	6.757825	0.344589	0.287043	0.407651	0.354729	0.363831	0.282907	0.440214	0.354692	0.282416	0.260956	0.275774	0.249465	0.388018	0.332546	0.347269	0.257882	0.408097	0.336377	0.361709	0.291173	0.428571	0.305916	0.405514	0.317927	-0.07105	0.131942	-0.125811	0.109414	0.009152	0.155383	0.005346	0.157692	-0.002974	0.068128	-0.006757	0.053224	1.254634	1.326771	true	null
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00hTw7P6jPUio5Qgojw38w	172.265625	0.254616	0.093429	0.080098	0.054875	2,082.790652	822.39512	4,675.589783	1,721.561197	2,457.967048	463.919966	20.382959	4.807033	18.100534	4.507767	21.243852	4.501284	21.048474	4.059128	20.771884	3.927186	18.531254	3.697996	49.220083	3.265549	-66.92234	80.070885	96.990646	29.50145	11.87221	20.049789	28.873983	15.849202	10.43501	14.036855	12.195079	10.552092	-3.565335	10.39652	5.331404	8.566409	-6.182196	8.483674	-0.935436	9.293648	-4.673292	8.187813	-2.143226	8.627969	-8.095151	9.015894	0.249264	0.216076	0.43011	0.336494	0.221543	0.189015	0.238289	0.271527	0.179915	0.164546	0.354527	0.250657	0.566041	0.357324	0.359339	0.246375	0.393825	0.348035	0.276529	0.21744	0.38755	0.351694	0.2526	0.260277	-0.147764	0.121866	-0.186982	0.138942	-0.054632	0.171176	-0.104345	0.177449	0.015474	0.063309	0.009734	0.07631	1.278894	1.408088	true	null
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00iwQgjIgoGO94BRBDyClo	143.554688	0.059009	0.059586	0.038401	0.0197	756.768099	269.873524	1,408.069263	590.130987	995.982088	238.617628	16.18717	5.191251	16.608267	5.316297	21.443071	5.304445	18.413433	4.926413	17.785702	3.340887	22.014328	4.60108	45.069202	5.195403	-323.303864	54.253624	151.328659	37.005112	11.191609	23.663515	16.39683	17.587479	23.630411	13.747503	-3.19794	10.833461	1.288264	10.003446	4.375804	8.05239	-5.15529	6.900289	-2.170465	7.739492	1.140504	8.164339	-0.961922	8.552067	-2.127657	7.839816	0.394923	0.33103	0.441354	0.348003	0.33183	0.245092	0.472602	0.357143	0.411336	0.331693	0.235596	0.26795	0.204278	0.239106	0.397606	0.343651	0.512399	0.328479	0.311921	0.277116	0.239078	0.311993	0.239762	0.308279	-0.056896	0.086058	0.000817	0.082803	0.02077	0.105893	0.056801	0.108956	0.00173	0.030629	0.003947	0.03525	1.053217	1.527238	true	null
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00Ofee5Bbfstz49RfSL0oM	143.554688	0.153041	0.048279	0.077634	0.043473	1,681.706791	579.868076	3,745.967626	1,365.757707	1,916.296964	377.646458	20.994986	5.277322	16.167302	4.433623	21.594279	5.182287	23.183057	5.509856	23.753314	5.17432	23.6712	5.437876	65.976624	3.840207	-139.26947	60.207321	132.862167	22.881762	-13.202462	20.910322	58.457165	16.911205	-25.661123	15.813481	26.699512	17.290058	-24.027496	14.618134	14.868531	12.426891	-23.158491	12.262716	12.647341	11.024439	-6.614026	10.373723	-5.575832	11.246568	1.639305	10.301512	0.343155	0.310723	0.366996	0.330548	0.256399	0.225258	0.380668	0.353866	0.30738	0.242902	0.435939	0.353134	0.327241	0.293058	0.269903	0.250939	0.349092	0.327459	0.272999	0.253524	0.301308	0.306139	0.223301	0.223377	-0.114413	0.095898	-0.012284	0.114146	-0.048305	0.117487	-0.001234	0.125866	-0.0009	0.047252	0.022814	0.057315	1.536334	1.400689	true	null
00NZcRjpixxnyUwltRhj7V	103.359375	0.075572	0.036135	0.057323	0.036412	1,400.576251	537.855982	2,637.296553	1,269.29078	1,864.143148	407.954756	20.749486	4.452699	16.63496	3.861292	20.37311	4.657664	19.709475	3.800547	20.188825	3.79074	18.909698	3.248306	46.896206	2.95241	-218.38913	61.42942	135.041138	27.645796	-3.841525	28.805418	22.914486	14.882338	14.648456	14.962184	8.625284	12.392466	-0.297736	10.492907	6.254827	8.883971	-8.559948	9.142566	-1.935662	8.777693	-1.833765	8.619676	-3.150288	7.648736	-4.004591	7.778162	0.235518	0.227176	0.295672	0.264451	0.424758	0.362558	0.332773	0.286709	0.310659	0.285631	0.278678	0.248642	0.363605	0.316562	0.313163	0.292627	0.30017	0.228046	0.553575	0.381402	0.346508	0.229645	0.270147	0.28585	0.237171	0.141645	-0.007606	0.135548	-0.06607	0.203051	-0.120516	0.206164	-0.026012	0.084772	0.006605	0.086882	1.266904	1.368694	true	null
00orPZkzsOCrPiF8pWyoDA	161.499023	0.229647	0.053906	0.113581	0.059104	2,730.763408	745.695462	6,025.542731	1,471.164452	2,779.552117	374.136328	20.229881	4.673465	15.780727	4.197665	19.311303	4.555763	17.94706	3.663381	18.653194	3.375188	16.562994	2.6751	48.031141	3.037493	-30.854961	50.647438	73.783562	24.951033	9.409314	18.653954	28.135958	15.268985	10.858879	13.715591	11.643321	10.677295	-2.255483	11.234967	4.845621	8.711888	-0.8301	8.834298	-0.50998	8.286027	-5.359253	7.560272	7.02656	8.157642	-2.466628	7.675094	0.425274	0.329431	0.387435	0.309054	0.388391	0.299337	0.37371	0.325738	0.255602	0.214956	0.324004	0.297261	0.260119	0.224587	0.34393	0.290078	0.305181	0.257932	0.351745	0.249796	0.568162	0.358331	0.385883	0.25855	-0.117799	0.11397	0.111034	0.120763	0.016733	0.103485	-0.000656	0.161033	0.015512	0.056204	-0.007802	0.064451	1.339719	1.31081	true	null
00p8hvNEUv4qysRa5FhbkH	89.102909	0.103692	0.04645	0.070747	0.03494	1,571.915635	539.561621	3,073.985701	1,154.569779	1,817.154718	420.19333	20.611963	4.669238	15.042243	3.863029	18.697378	4.2272	18.158221	3.444604	17.916135	3.338959	18.475909	3.251296	49.034908	5.519397	-160.620163	96.341805	128.465424	33.209087	-19.691578	19.896885	31.368034	16.285168	4.274576	13.838854	0.517014	11.105204	-2.91581	9.674104	5.481639	8.944897	-11.990063	9.168896	-1.322161	9.214877	-0.447935	8.612437	2.902049	7.914248	-4.277894	8.40024	0.419374	0.326228	0.312733	0.247155	0.37147	0.317045	0.27358	0.238964	0.325574	0.270502	0.406198	0.32907	0.328047	0.263808	0.378925	0.336335	0.305632	0.252887	0.393427	0.315264	0.384248	0.32985	0.321885	0.263433	0.056749	0.098602	0.120878	0.085143	-0.045758	0.14872	0.009326	0.139999	-0.002137	0.05596	0.007156	0.047069	1.431807	1.56294	true	null
00qgt8jorpSKSgNIesSXk1	129.199219	0.187754	0.130249	0.102002	0.0623	2,208.422255	879.182892	4,443.836744	1,771.800463	2,273.164404	547.984404	21.752994	6.095843	15.986318	4.910905	20.227123	5.345939	20.876393	5.185203	21.295996	5.048528	20.99398	6.29086	46.963403	6.17448	-101.908958	117.069054	91.856171	33.521347	-11.2143	21.532282	20.380337	18.22576	1.728974	14.912511	3.582262	13.263203	1.195028	11.603042	0.364073	14.396832	-2.217324	11.716221	3.266785	10.53298	-6.477045	10.218286	0.651363	8.921347	-5.201037	9.327501	0.388783	0.331062	0.258163	0.233498	0.302136	0.315775	0.26164	0.257807	0.383824	0.347039	0.361087	0.339089	0.280148	0.237023	0.402147	0.357287	0.288553	0.26357	0.30802	0.329421	0.244664	0.256647	0.329541	0.297774	0.121028	0.115919	0.100098	0.147249	-0.019653	0.177661	0.050693	0.138859	-0.000432	0.057055	-0.002514	0.05981	1.271431	1.092659	true	null

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Spotify–YouTube Audio Features

Tabular librosa audio features for tracks aligned with the Spotify / YouTube pipeline in the viral-content-predictor project. Each row is one Spotify track_id matched to a downloaded YouTube audio clip; features are aggregated statistics (mean / std) computed on the decoded waveform.

Files

File	Description
`audio_features.csv`	One row per track: `track_id`, 89 derived feature dimensions (means/stds), `extraction_success`, `error_message`.

Data instance

Format: CSV (header row).
Rows: on the order of tens of thousands of tracks (exact count may change as the extraction job is updated).
Key column: track_id — Spotify track identifier, join key to other project tables.
Label / target: not included; this file is features only.

Feature groups (89 dimensions)

Features are extracted with librosa from MP3s under the project’s YouTube-audio download step (02b_youtube_audio_feature_extraction.ipynb). Groups include:

Tempo (1)
RMS energy (2)
Zero crossing rate (2)
Spectral centroid, rolloff, bandwidth (6)
Spectral contrast — 7 bands (14)
MFCC — 13 coefficients (26)
Chroma — 12 pitch classes (24)
Tonnetz (12)
Onset strength (2)

Most groups contribute mean and std columns; see the CSV header for exact names.

Additional columns:

extraction_success — boolean-like flag indicating whether feature extraction completed for that file.
error_message — empty or diagnostic text when extraction failed.

Provenance

Audio source: user-downloaded YouTube audio (.mp3) matched to Spotify metadata elsewhere in the pipeline.
Processing: Python, librosa; optional multiprocessing for throughput.
This artifact: not the raw audio; only numeric summaries suitable for modeling and joins.

Usage

import pandas as pd

df = pd.read_csv("audio_features.csv")
# Join on track_id with Spotify / YouTube tables in your project

Limitations

Coverage is limited to tracks with a successful YouTube match and a readable audio file.
Feature definitions follow librosa defaults; hyperparameters (e.g. hop length, FFT size) are fixed in the extraction notebook.

License

This dataset card specifies CDLA-Sharing-1.0. Ensure your redistribution of the CSV and any derived data complies with that license and with the licenses of the underlying Spotify and YouTube data you used to build the file.

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