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train · 18.8k rows

song_name stringlengths 1 143	song_popularity int64 0 100	song_duration_ms int64 12k 1.8M	acousticness float64 0 1	danceability float64 0 0.99	energy float64 0 1	instrumentalness float64 0 1	key int64 0 11	liveness float64 0.01 0.99	loudness float64 -38.77 1.59	audio_mode int64 0 1	speechiness float64 0 0.94	tempo float64 0 242	time_signature int64 0 5	audio_valence float64 0 0.98
Boulevard of Broken Dreams	73	262,333	0.00552	0.496	0.682	0.000029	8	0.0589	-4.095	1	0.0294	167.06	4	0.474
In The End	66	216,933	0.0103	0.542	0.853	0	3	0.108	-6.407	0	0.0498	105.256	4	0.37
Seven Nation Army	76	231,733	0.00817	0.737	0.463	0.447	0	0.255	-7.828	1	0.0792	123.881	4	0.324
By The Way	74	216,933	0.0264	0.451	0.97	0.00355	0	0.102	-4.938	1	0.107	122.444	4	0.198
How You Remind Me	56	223,826	0.000954	0.447	0.766	0	10	0.113	-5.065	1	0.0313	172.011	4	0.574
Bring Me To Life	80	235,893	0.00895	0.316	0.945	0.000002	4	0.396	-3.169	0	0.124	189.931	4	0.32
Last Resort	81	199,893	0.000504	0.581	0.887	0.00111	4	0.268	-3.659	0	0.0624	90.578	4	0.724
Are You Gonna Be My Girl	76	213,800	0.00148	0.613	0.953	0.000582	2	0.152	-3.435	1	0.0855	105.046	4	0.537
Mr. Brightside	80	222,586	0.00108	0.33	0.936	0	1	0.0926	-3.66	1	0.0917	148.112	4	0.234
Sex on Fire	81	203,346	0.00172	0.542	0.905	0.0104	9	0.136	-5.653	1	0.054	153.398	4	0.374
The Middle	78	168,253	0.0424	0.629	0.897	0	2	0.263	-3.401	1	0.0483	161.944	4	0.93
Numb	63	185,586	0.0046	0.496	0.863	0	9	0.639	-4.153	1	0.0381	110.018	4	0.243
Smooth Criminal	75	209,266	0.00434	0.647	0.964	0.0036	9	0.15	-4.225	0	0.06	126.942	4	0.875
Can't Stop	81	269,000	0.0179	0.618	0.938	0	9	0.167	-3.442	1	0.0456	91.455	4	0.875
Chop Suey!	69	210,240	0.000353	0.42	0.929	0.000747	7	0.122	-3.899	0	0.121	127.204	4	0.3
Take Me Out	77	237,026	0.000423	0.278	0.676	0.000899	9	0.136	-8.821	1	0.0371	104.545	4	0.494
I Miss You	71	227,240	0.00136	0.659	0.778	0.000007	11	0.0841	-6.423	1	0.0379	110.022	4	0.623
Best of You	62	256,600	0.00701	0.37	0.944	0.000003	1	0.135	-4.979	0	0.0767	130.315	4	0.345
I Write Sins Not Tragedies	77	187,613	0.0938	0.567	0.795	0	9	0.114	-4.985	0	0.134	170.06	4	0.635
Kryptonite	79	233,933	0.00664	0.545	0.865	0.000011	11	0.168	-5.708	0	0.0286	99.01	4	0.543
The Kill (Bury Me)	69	231,533	0.0014	0.309	0.912	0.000271	4	0.582	-3.881	0	0.0646	183.035	3	0.302
Use Somebody	79	230,760	0.00552	0.276	0.715	0.000417	0	0.201	-5.356	1	0.0432	137.028	4	0.173
No One Knows	13	255,066	0.0137	0.518	0.538	0.000398	0	0.141	-5.818	1	0.0486	170.953	4	0.687
Jerk It Out	62	195,666	0.0171	0.58	0.981	0.000011	8	0.386	-2.603	0	0.06	134.007	4	0.861
Uprising	77	304,840	0.000202	0.602	0.905	0.064	2	0.117	-4.046	1	0.0775	128.019	4	0.411
Hey There Delilah	79	232,533	0.872	0.657	0.291	0	2	0.114	-10.572	1	0.0293	103.973	4	0.298
Blurry	28	303,920	0.0102	0.44	0.932	0	3	0.142	-4.488	0	0.0584	157.438	4	0.495
American Idiot	78	176,346	0.000026	0.38	0.988	0.000079	1	0.368	-2.042	1	0.0639	186.113	4	0.769
Welcome to the Black Parade	77	311,106	0.000289	0.217	0.905	0.00011	2	0.222	-4.103	1	0.0752	96.95	4	0.236
Gives You Hell	71	213,106	0.0156	0.714	0.725	0	4	0.0726	-6.411	1	0.0402	99.988	4	0.59
All My Life	11	262,733	0.000194	0.582	0.597	0.000273	5	0.517	-5.671	1	0.0512	167.738	4	0.674
Like a Stone	77	293,960	0.00797	0.614	0.568	0	7	0.0997	-5.477	0	0.0276	107.849	4	0.516
It's Been Awhile	65	264,706	0.00189	0.509	0.774	0.000549	6	0.143	-4.054	1	0.0338	116.529	4	0.0824
I Hate Everything About You	75	231,480	0.00461	0.498	0.83	0	6	0.139	-5.157	0	0.0421	89.342	4	0.453
Rollin' (Air Raid Vehicle)	74	213,760	0.00506	0.599	0.932	0	9	0.269	-3.328	1	0.18	96.234	4	0.692
Fat Lip	74	178,266	0.000618	0.574	0.911	0	9	0.0769	-5.176	1	0.0715	98.075	4	0.573
The Pretender	11	269,373	0.000917	0.433	0.959	0	9	0.028	-4.04	1	0.0431	172.984	4	0.365
Savior	73	242,280	0.00164	0.549	0.93	0.000067	5	0.39	-3.468	0	0.0487	112.447	4	0.526
Bodies	74	201,960	0.00347	0.656	0.932	0.00147	4	0.144	-3.405	0	0.0708	130.936	4	0.544
Sugar, We're Goin Down	79	229,093	0.00898	0.499	0.824	0	7	0.163	-4.741	1	0.0794	161.977	4	0.699
Last Nite	70	193,373	0.0223	0.624	0.899	0.000155	0	0.0975	-5.71	1	0.0295	104.055	4	0.797
Through Glass	60	282,946	0.0417	0.545	0.753	0	3	0.389	-4.618	0	0.036	105.754	4	0.434
The Diary of Jane - Single Version	69	200,546	0.000055	0.374	0.961	0.0834	10	0.138	-4.421	0	0.0851	167.032	4	0.357
Down With the Sickness	73	279,213	0.000996	0.695	0.876	0.000007	3	0.106	-4.262	0	0.0553	89.954	4	0.941
Wish You Were Here	62	212,733	0.000631	0.246	0.768	0.301	9	0.102	-7.48	1	0.0387	169.873	4	0.35
Youth Of The Nation	72	256,240	0.00834	0.563	0.86	0.0106	8	0.39	-7.533	1	0.0621	97.867	4	0.517
Vertigo	57	194,520	0.000153	0.391	0.831	0.00192	2	0.141	-3.892	1	0.0613	139.946	4	0.683
Miss Murder	71	206,586	0.000213	0.309	0.875	0.00168	1	0.113	-4.49	1	0.0488	143.526	4	0.725
I Bet You Look Good On The Dancefloor	63	173,680	0.00225	0.535	0.948	0	6	0.376	-4.19	0	0.0356	103.183	4	0.778
Steady, As She Goes	64	215,266	0.0132	0.524	0.578	0.00921	9	0.108	-4.563	1	0.12	123.669	4	0.537
Falling Away from Me	71	270,920	0.00014	0.468	0.769	0.00124	4	0.271	-7.036	1	0.041	104.102	4	0.17
Crawling In The Dark	61	175,026	0.000295	0.592	0.932	0.000076	6	0.138	-4.491	0	0.0885	93.675	4	0.698
I Stand Alone	67	246,040	0.000048	0.213	0.93	0	0	0.126	-4.478	1	0.0671	169.221	4	0.386
Woman	63	176,306	0.000051	0.219	0.952	0.0989	2	0.157	-3.621	1	0.176	112.886	1	0.172
Show Me How to Live	72	277,840	0.000336	0.433	0.854	0.000177	9	0.162	-3.868	1	0.0483	89.4	4	0.368
The Red	71	238,400	0.000671	0.509	0.843	0.000803	1	0.348	-3.318	0	0.0488	140.055	3	0.332
Remedy	70	207,213	0.00018	0.546	0.959	0.00144	8	0.0584	-4.664	1	0.082	127.831	4	0.416
Plug In Baby	65	218,000	0.000007	0.408	0.965	0.000402	2	0.11	-4.232	1	0.05	136.018	4	0.349
Change (In the House of Flies) - In The House Of Flies LP Version	69	299,533	0.000249	0.269	0.853	0.000246	7	0.118	-4.647	0	0.0854	141.581	4	0.179
Judith	66	247,266	0.000033	0.365	0.894	0.171	11	0.267	-4.682	0	0.0572	82.305	3	0.31
MIA (feat. Drake)	94	210,367	0.0143	0.818	0.54	0.000512	6	0.099	-6.35	0	0.0544	97.064	4	0.174
Taki Taki (with Selena Gomez, Ozuna & Cardi B)	98	212,500	0.153	0.841	0.798	0.000003	1	0.0618	-4.206	0	0.229	95.948	4	0.591
White Boi	59	185,282	0.0983	0.83	0.497	0	1	0.0906	-6.94	1	0.052	127.965	4	0.634
Just Wanna Love You (feat. J. Balvin)	73	199,230	0.0557	0.687	0.766	0.00107	11	0.146	-6.08	1	0.054	94.973	4	0.303
Beautiful (feat. Camila Cabello)	94	180,000	0.346	0.638	0.717	0	2	0.105	-4.722	1	0.0337	100.027	4	0.249
Celoso	87	179,693	0.352	0.746	0.703	0	4	0.331	-4.179	0	0.107	166.043	4	0.667
Good Vibes	73	235,720	0.0348	0.823	0.63	0.000007	7	0.0964	-3.932	1	0.0797	100.04	4	0.184
Real Friends	85	223,583	0.235	0.701	0.512	0.000005	0	0.135	-6.869	0	0.0969	91.947	4	0.663
Pa La Calle	61	243,487	0.117	0.695	0.884	0	0	0.104	-6.279	1	0.131	74.992	4	0.854
Pa Mí	58	210,865	0.716	0.722	0.584	0.000321	11	0.115	-8.467	0	0.318	169.978	4	0.646
Wake Up in the Sky	92	204,664	0.00381	0.8	0.578	0	4	0.359	-5.144	0	0.0485	143.01	4	0.367
Está Rico	83	215,151	0.266	0.817	0.74	0	11	0.0992	-4.566	0	0.283	130.04	4	0.674
Banana Clip - Spanish Version	57	202,373	0.107	0.398	0.66	0	1	0.121	-5.626	0	0.12	83.828	4	0.719
YAKWTFGO (feat. Kali Uchis)	44	162,733	0.00397	0.812	0.748	0	5	0.174	-5.959	0	0.139	132.035	4	0.158
Come With Me	47	157,461	0.0526	0.659	0.734	0.000002	10	0.242	-4.008	1	0.046	161.971	4	0.346
Como Si Na	54	170,997	0.232	0.705	0.778	0	9	0.244	-4.101	0	0.177	160.099	4	0.709
Blah	47	188,440	0.0255	0.723	0.687	0.000207	11	0.124	-4.632	0	0.2	173.747	4	0.777
Love N Hennessy REMIX (feat. 2 Chainz & Nicky Jam)	64	253,714	0.0257	0.928	0.402	0	8	0.0804	-7.569	0	0.451	139.998	4	0.62
Mi Infinita	56	272,000	0.902	0.465	0.675	0.267	10	0.11	-7.555	1	0.0485	119.941	4	0.129
Coqueta	49	174,000	0.571	0.632	0.652	0.85	4	0.194	-10.558	1	0.0302	115.031	4	0.594
Sola	65	209,573	0.921	0.471	0.179	0	9	0.101	-10.273	1	0.089	174.273	4	0.194
Nuestro Planeta (feat. Reykon)	52	202,754	0.0857	0.871	0.545	0.000499	0	0.0756	-6.466	0	0.0625	96.035	4	0.415
Hijo de Su Madre	61	178,009	0.0646	0.829	0.606	0.391	5	0.281	-7.093	1	0.149	118.051	4	0.732
Lento	65	169,251	0.149	0.837	0.649	0.000076	11	0.103	-5.26	0	0.192	164.002	4	0.948
Dicen	77	220,826	0.137	0.817	0.635	0.000008	5	0.245	-5.719	0	0.138	103.029	4	0.777
BEBE	95	217,822	0.172	0.635	0.902	0	0	0.125	-3.559	1	0.109	102.063	4	0.286
I Like It	95	253,390	0.099	0.816	0.726	0	5	0.372	-3.998	0	0.129	136.048	4	0.65
Zooted (feat. French Montana & Farruko)	74	217,652	0.267	0.815	0.626	0.000013	6	0.275	-5.139	1	0.103	109.989	4	0.571
Havana - Remix	77	199,095	0.398	0.751	0.579	0.000023	2	0.133	-4.036	1	0.0321	105.031	4	0.349
Pum Pum	45	185,743	0.0749	0.736	0.906	0.000123	4	0.12	-1.49	0	0.0566	93.013	4	0.611
Quiero Saber	52	166,253	0.00245	0.695	0.818	0.000003	6	0.305	-5.532	0	0.0482	102.976	4	0.599
Como	38	234,373	0.00323	0.543	0.847	0	9	0.0551	-3.574	1	0.0659	92.046	4	0.65
Anywhere Contigo	46	193,846	0.271	0.841	0.841	0.000026	9	0.108	-4.288	1	0.0633	104.01	4	0.823
No Gratis	44	208,800	0.425	0.777	0.546	0	7	0.0809	-9.504	1	0.207	147.173	4	0.952
Díganle - Tainy Remix	75	211,437	0.102	0.84	0.789	0	1	0.309	-4.695	0	0.0949	92.018	4	0.619
Sangria Wine	75	202,853	0.181	0.831	0.713	0	1	0.0572	-3.646	0	0.094	132.109	4	0.69
All Day	45	198,386	0.0797	0.825	0.481	0	2	0.239	-8.6	1	0.0396	121.046	4	0.761
Just As I Am	53	224,413	0.235	0.682	0.751	0	8	0.11	-5.812	0	0.0675	129.937	4	0.708
Nice & Slow	38	218,448	0.00694	0.799	0.616	0.00237	5	0.283	-4.599	0	0.0415	127.023	4	0.697
Scooby Doo Pa Pa (Remix)	60	176,702	0.196	0.921	0.965	0.000201	1	0.323	-1.396	1	0.178	120.902	4	0.507

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About this file https://www.kaggle.com/datasets/yasserh/song-popularity-dataset

Humans have greatly associated themselves with Songs & Music. It can improve mood, decrease pain and anxiety, and facilitate opportunities for emotional expression. Research suggests that music can benefit our physical and mental health in numerous ways.

Lately, multiple studies have been carried out to understand songs & it's popularity based on certain factors. Such song samples are broken down & their parameters are recorded to tabulate. Predicting the Song Popularity is the main aim.

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