Taylor Swift music mood dataset

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P
1	name	album	artist	release_date	length	popularity	danceability	acousticness	energy	instrumentalism	liveness	loudness	speechiness	valence	tempo	Mood
2	Tim McGraw	Taylor Swift	Taylor Swift	2006-10-24	232106	49	0.58	0.575	0.491	0	0.121	-6.462	0.0251	0.425	76.009	Heartbreak--sad
3	Picture To Burn	Taylor Swift	Taylor Swift	2006-10-24	173066	54	0.658	0.173	0.877	0	0.0962	-2.098	0.0323	0.821	105.586	Heartbreak--mad
4	Teardrops On My Guitar - Radio Single Remix	Taylor Swift	Taylor Swift	2006-10-24	203040	59	0.621	0.288	0.417	0	0.119	-6.941	0.0231	0.289	99.953	Heartbreak--sad
5	A Place in this World	Taylor Swift	Taylor Swift	2006-10-24	199200	49	0.576	0.051	0.777	0	0.32	-2.881	0.0324	0.428	115.028	Misc.
6	Cold As You	Taylor Swift	Taylor Swift	2006-10-24	239013	50	0.418	0.217	0.482	0	0.123	-5.769	0.0266	0.261	175.558	It's complicated--loosing love
7	The Outside	Taylor Swift	Taylor Swift	2006-10-24	207106	47	0.589	0.00491	0.805	0	0.24	-4.055	0.0293	0.591	112.982	Generally sad
8	Tied Together with a Smile	Taylor Swift	Taylor Swift	2006-10-24	248106	47	0.479	0.525	0.578	0	0.0841	-4.963	0.0294	0.192	146.165	Misc.
9	Stay Beautiful	Taylor Swift	Taylor Swift	2006-10-24	236053	48	0.594	0.0868	0.629	0	0.137	-4.919	0.0246	0.504	131.597	It's complicated--wanting love
10	Should've Said No	Taylor Swift	Taylor Swift	2006-10-24	242200	53	0.476	0.0103	0.777	0	0.196	-3.771	0.0289	0.472	167.964	Heartbreak--mad
11	Mary's Song (Oh My My My)	Taylor Swift	Taylor Swift	2006-10-24	213080	50	0.403	0.0177	0.627	0	0.182	-5.28	0.0292	0.374	74.9	Nostalgic
12	Our Song	Taylor Swift	Taylor Swift	2006-10-24	201106	54	0.668	0.111	0.672	0	0.329	-4.931	0.0303	0.539	89.011	Love--new love
13	I'm Only Me When I'm With You	Taylor Swift	Taylor Swift	2006-10-24	213053	50	0.563	0.00452	0.934	0.000807	0.103	-3.629	0.0646	0.518	143.964	Fun with friends
14	Invisible	Taylor Swift	Taylor Swift	2006-10-24	203226	48	0.612	0.637	0.394	0	0.147	-5.723	0.0243	0.233	96.001	It's complicated--wanting love
15	A Perfectly Good Heart	Taylor Swift	Taylor Swift	2006-10-24	220146	46	0.483	0.00349	0.751	0	0.128	-5.726	0.0365	0.268	156.092	Heartbreak--sad
16	Teardrops on My Guitar - Pop Version	Taylor Swift	Taylor Swift	2006-10-24	179066	48	0.459	0.0402	0.753	0	0.0863	-3.827	0.0537	0.483	199.997	Heartbreak--sad
17	Mine - POP Mix	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	230546	45	0.696	0.00461	0.768	1.21E-06	0.101	-3.863	0.0308	0.692	121.05	Love--already fallen
18	Sparks Fly	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	260946	50	0.608	0.0387	0.785	0	0.158	-2.976	0.0311	0.376	114.985	Love--new love
19	Back To December	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	293040	50	0.517	0.0202	0.606	0	0.324	-5.797	0.0289	0.296	141.929	Heartbreak--sad
20	Speak Now	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	240773	49	0.708	0.101	0.601	0	0.0979	-3.75	0.0306	0.742	118.962	It's complicated--loosing love
21	Dear John	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	403887	48	0.583	0.183	0.468	1.65E-06	0.111	-5.378	0.0278	0.126	119.375	Heartbreak--sad
22	Mean	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	237746	48	0.57	0.445	0.747	0	0.219	-3.978	0.0426	0.808	164.004	Heartbreak--mad
23	The Story Of Us	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	265636	48	0.575	0.000315	0.855	0.00161	0.0419	-4.827	0.0467	0.84	139.92	Heartbreak--mad
24	Never Grow Up	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	290480	44	0.715	0.829	0.308	0	0.16	-8.829	0.0305	0.547	124.899	Nostalgic
25	Enchanted	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	352200	51	0.535	0.0716	0.618	0.000388	0.169	-3.913	0.0273	0.228	81.975	Love--new love
26	Better Than Revenge	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	217173	49	0.519	0.0167	0.917	2.06E-05	0.359	-3.185	0.0887	0.652	145.882	Heartbreak--mad
27	Innocent	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	302266	44	0.553	0.202	0.604	0	0.125	-5.295	0.0258	0.186	133.989	Generally sad
28	Haunted	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	242093	47	0.434	0.0769	0.944	0	0.151	-2.641	0.0581	0.361	162.02	Heartbreak--mad
29	Last Kiss	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	367146	47	0.359	0.581	0.329	3.75E-05	0.0979	-9.531	0.0293	0.208	84.358	Heartbreak--sad
30	Long Live	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	317960	47	0.412	0.0426	0.682	7.47E-05	0.106	-4.319	0.0339	0.146	203.959	Nostalgic
31	Ours	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	238173	55	0.61	0.505	0.556	0	0.0851	-7.369	0.0285	0.192	159.838	Love--already fallen
32	If This Was A Movie	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	234546	52	0.515	0.154	0.724	4.05E-06	0.269	-3.498	0.0267	0.257	147.788	Heartbreak--sad
33	Superman	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	276266	47	0.582	0.0187	0.817	1.94E-06	0.101	-3.718	0.0337	0.547	131.983	It's complicated--wanting love
34	Back To December - Acoustic	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	292533	59	0.541	0.731	0.451	0	0.197	-6.522	0.027	0.333	141.713	Heartbreak--sad
35	Haunted - Acoustic Version	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	217626	48	0.574	0.841	0.462	0	0.28	-5.124	0.0252	0.314	80.858	Heartbreak--sad
36	Mine	Speak Now (Deluxe Package)	Taylor Swift	2010-01-01	230773	64	0.621	0.00327	0.78	4.55E-06	0.184	-2.934	0.0297	0.672	121.038	Love--already fallen
37	State Of Grace	Red (Deluxe Edition)	Taylor Swift	2012-10-22	295720	62	0.588	0.000197	0.825	0.00138	0.0884	-5.882	0.0328	0.397	129.968	Love--new love
38	Red	Red (Deluxe Edition)	Taylor Swift	2012-10-22	223093	66	0.602	0.0773	0.896	8.87E-05	0.0911	-4.267	0.0437	0.641	124.978	It's complicated--wanting love
39	Treacherous	Red (Deluxe Edition)	Taylor Swift	2012-10-22	242760	61	0.704	0.101	0.621	4.30E-06	0.14	-8.086	0.0334	0.395	109.995	Love--new love
40	I Knew You Were Trouble.	Red (Deluxe Edition)	Taylor Swift	2012-10-22	219720	65	0.622	0.00454	0.469	2.25E-06	0.0335	-6.798	0.0363	0.679	77.019	Heartbreak--mad
41	All Too Well	Red (Deluxe Edition)	Taylor Swift	2012-10-22	329160	72	0.602	0.0382	0.609	0.0002	0.128	-7.803	0.0243	0.337	93.06	Heartbreak--sad
42	I Almost Do	Red (Deluxe Edition)	Taylor Swift	2012-10-22	244560	61	0.567	0.0173	0.481	4.13E-05	0.182	-7.357	0.027	0.233	145.865	Heartbreak--sad
43	We Are Never Ever Getting Back Together	Red (Deluxe Edition)	Taylor Swift	2012-10-22	193146	65	0.628	0.00957	0.676	2.65E-05	0.121	-5.911	0.0916	0.75	85.984	Heartbreak--mad
44	Stay Stay Stay	Red (Deluxe Edition)	Taylor Swift	2012-10-22	205853	60	0.729	0.307	0.748	1.29E-06	0.0962	-6.67	0.0245	0.928	99.981	It's complicated--wanting love
45	The Last Time	Red (Deluxe Edition)	Taylor Swift	2012-10-22	299013	61	0.505	0.035	0.443	3.15E-06	0.0906	-7.039	0.0276	0.123	94.069	It's complicated--loosing love
46	Holy Ground	Red (Deluxe Edition)	Taylor Swift	2012-10-22	202960	61	0.627	0.0162	0.816	0.00208	0.0965	-6.698	0.0774	0.648	157.043	Love--already fallen
47	Sad Beautiful Tragic	Red (Deluxe Edition)	Taylor Swift	2012-10-22	284866	59	0.624	0.632	0.34	0.0337	0.0805	-12.411	0.029	0.261	129.987	Heartbreak--sad
48	The Lucky One	Red (Deluxe Edition)	Taylor Swift	2012-10-22	240266	60	0.706	0.0371	0.499	0	0.132	-7.675	0.0369	0.545	117.937	Story
49	The Lucky One	Red (Deluxe Edition)	Taylor Swift	2012-10-22	240266	60	0.706	0.0371	0.499	0	0.132	-7.675	0.0369	0.545	117.937	Story
50	Everything Has Changed	Red (Deluxe Edition)	Taylor Swift	2012-10-22	245413	62	0.624	0.36	0.458	3.89E-06	0.311	-6.755	0.0287	0.436	80.016	Love--new love
51	Starlight	Red (Deluxe Edition)	Taylor Swift	2012-10-22	220600	58	0.649	0.0213	0.777	0.000335	0.21	-5.804	0.0406	0.587	126.018	Story
52	Begin Again	Red (Deluxe Edition)	Taylor Swift	2012-10-22	239426	60	0.53	0.199	0.526	3.52E-06	0.14	-8.349	0.0263	0.323	79.025	Love--new love
53	The Moment I Knew	Red (Deluxe Edition)	Taylor Swift	2012-10-22	286613	58	0.619	0.187	0.506	1.47E-05	0.101	-7.327	0.0315	0.274	126.03	Heartbreak--sad
54	Come Back...Be Here	Red (Deluxe Edition)	Taylor Swift	2012-10-22	223920	60	0.483	0.00471	0.548	2.01E-06	0.0997	-6.291	0.0254	0.217	79.926	It's complicated--wanting love
55	Girl At Home-	Red (Deluxe Edition)	Taylor Swift	2012-10-22	220840	55	0.733	0.272	0.59	0	0.134	-5.86	0.0284	0.633	125.048	It's complicated--loosing love
56	Treacherous - Original Demo Recording	Red (Deluxe Edition)	Taylor Swift	2012-10-22	240266	53	0.828	0.175	0.64	6.14E-05	0.0991	-8.248	0.0355	0.519	109.993	Love--new love
57	Red - Original Demo Recording	Red (Deluxe Edition)	Taylor Swift	2012-10-22	227080	53	0.678	0.113	0.902	0.000235	0.0705	-4.659	0.0358	0.637	124.998	It's complicated--wanting love
58	State Of Grace - Acoustic	Red (Deluxe Edition)	Taylor Swift	2012-10-22	323080	55	0.626	0.664	0.118	0.000169	0.127	-15.91	0.0305	0.0682	105.597	Love--new love
59	Welcome To New York	1989 (Deluxe)	Taylor Swift	2014-01-01	212600	58	0.789	0.0348	0.634	1.64E-06	0.302	-4.762	0.0323	0.658	116.992	Fun with friends
60	Blank Space	1989 (Deluxe)	Taylor Swift	2014-01-01	231826	82	0.76	0.103	0.703	0	0.0913	-5.412	0.054	0.57	95.997	Love--new love
61	Style	1989 (Deluxe)	Taylor Swift	2014-01-01	231000	75	0.588	0.00245	0.791	0.00258	0.118	-5.595	0.0402	0.487	94.933	Love--new love
62	Out Of The Woods	1989 (Deluxe)	Taylor Swift	2014-01-01	235800	67	0.553	0.000743	0.841	1.19E-05	0.341	-6.937	0.0396	0.338	92.008	It's complicated--loosing love
63	All You Had To Do Was Stay	1989 (Deluxe)	Taylor Swift	2014-01-01	193293	58	0.605	0.00201	0.725	2.02E-05	0.101	-5.729	0.0323	0.539	96.97	Heartbreak--mad
64	Shake It Off	1989 (Deluxe)	Taylor Swift	2014-01-01	219200	80	0.647	0.0647	0.8	0	0.334	-5.384	0.165	0.942	160.078	Fun with friends
65	I Wish You Would	1989 (Deluxe)	Taylor Swift	2014-01-01	207440	60	0.653	0.0158	0.893	4.95E-05	0.102	-5.966	0.0538	0.513	118.035	It's complicated--loosing love
66	Bad Blood	1989 (Deluxe)	Taylor Swift	2014-01-01	211933	59	0.646	0.0885	0.794	6.16E-06	0.201	-6.104	0.19	0.287	170.216	Heartbreak--mad
67	Wildest Dreams	1989 (Deluxe)	Taylor Swift	2014-01-01	220440	61	0.55	0.0692	0.688	0.00144	0.106	-7.416	0.0897	0.465	139.997	It's complicated--loosing love
68	How You Get The Girl	1989 (Deluxe)	Taylor Swift	2014-01-01	247533	60	0.765	0.00364	0.656	0.00868	0.0918	-6.112	0.0504	0.545	119.997	It's complicated--loosing love
69	This Love	1989 (Deluxe)	Taylor Swift	2014-01-01	250093	60	0.481	0.678	0.435	0	0.0928	-8.795	0.0321	0.107	143.95	It's complicated--wanting love
70	I Know Places	1989 (Deluxe)	Taylor Swift	2014-01-01	195706	58	0.602	0.245	0.755	0	0.178	-4.991	0.071	0.495	159.965	It's complicated--wanting love
71	Clean	1989 (Deluxe)	Taylor Swift	2014-01-01	271000	63	0.815	0.232	0.377	0	0.1	-7.754	0.0346	0.211	103.97	It's complicated--loosing love
72	Wonderland	1989 (Deluxe)	Taylor Swift	2014-01-01	245560	65	0.422	0.0493	0.692	2.57E-05	0.177	-5.447	0.0549	0.197	184.014	It's complicated--loosing love
73	You Are In Love	1989 (Deluxe)	Taylor Swift	2014-01-01	267106	62	0.474	0.707	0.48	0.000108	0.0903	-8.894	0.0622	0.319	170.109	Love--already fallen
74	New Romantics	1989 (Deluxe)	Taylor Swift	2014-01-01	230466	66	0.633	0.00463	0.889	0.000458	0.0658	-5.87	0.0715	0.584	121.956	Fun with friends
75	...Ready For It?	reputation	Taylor Swift	2017-11-10	208186	74	0.613	0.0527	0.764	0	0.197	-6.509	0.136	0.417	160.015	Love--new love
76	End Game	reputation	Taylor Swift	2017-11-10	244826	72	0.649	0.00845	0.589	0	0.108	-6.237	0.0558	0.151	159.073	Love--already fallen
77	I Did Something Bad	reputation	Taylor Swift	2017-11-10	238253	74	0.696	0.0679	0.602	2.11E-05	0.0696	-6.156	0.159	0.305	82.989	Misc.
78	Don’t Blame Me	reputation	Taylor Swift	2017-11-10	236413	75	0.615	0.106	0.534	1.76E-05	0.0607	-6.719	0.0386	0.193	135.917	Love--new love
79	Delicate	reputation	Taylor Swift	2017-11-10	232253	78	0.75	0.216	0.404	0.000357	0.0911	-10.178	0.0682	0.0499	95.045	Love--new love
80	Look What You Made Me Do	reputation	Taylor Swift	2017-11-10	211853	77	0.766	0.204	0.709	1.41E-05	0.126	-6.471	0.123	0.506	128.07	Misc.
81	So It Goes...	reputation	Taylor Swift	2017-11-10	227906	66	0.574	0.122	0.61	1.10E-06	0.13	-7.283	0.0732	0.374	74.957	Love--new love
82	Gorgeous	reputation	Taylor Swift	2017-11-10	209680	72	0.8	0.0713	0.535	9.48E-06	0.213	-6.684	0.135	0.451	92.027	Love--new love
83	Getaway Car	reputation	Taylor Swift	2017-11-10	233626	76	0.562	0.00465	0.689	2.23E-06	0.0888	-6.745	0.127	0.351	172.054	It's complicated--loosing love
84	King Of My Heart	reputation	Taylor Swift	2017-11-10	214320	69	0.675	0.00882	0.703	2.21E-06	0.0391	-7.902	0.0382	0.314	110.01	Love--new love
85	Dancing With Our Hands Tied	reputation	Taylor Swift	2017-11-10	211506	68	0.624	0.0604	0.691	1.10E-05	0.138	-6.686	0.196	0.284	160.024	It's complicated--loosing love
86	Dress	reputation	Taylor Swift	2017-11-10	230373	71	0.719	0.0329	0.469	0	0.169	-8.792	0.0533	0.0851	120.085	Love--new love
87	This Is Why We Can't Have Nice Things	reputation	Taylor Swift	2017-11-10	207133	68	0.567	0.0156	0.789	0	0.382	-5.986	0.115	0.438	163.96	Heartbreak--mad
88	Call It What You Want	reputation	Taylor Swift	2017-11-10	203506	71	0.598	0.186	0.504	0.000221	0.34	-9.874	0.0731	0.252	163.954	Love--already fallen
89	New Year’s Day	reputation	Taylor Swift	2017-11-10	235466	67	0.661	0.921	0.151	0	0.13	-12.864	0.0354	0.23	94.922	Love--already fallen
90	I Forgot That You Existed	Lover	Taylor Swift	2019-08-23	170640	72	0.664	0.298	0.316	2.03E-06	0.0812	-10.345	0.519	0.541	92.875	Heartbreak--mad
91	Cruel Summer	Lover	Taylor Swift	2019-08-23	178426	77	0.552	0.117	0.702	2.06E-05	0.105	-5.707	0.157	0.564	169.994	It's complicated--loosing love
92	Lover	Lover	Taylor Swift	2019-08-23	221306	80	0.359	0.492	0.543	1.58E-05	0.118	-7.582	0.0919	0.453	68.534	Love--already fallen
93	The Man	Lover	Taylor Swift	2019-08-23	190360	75	0.777	0.0767	0.658	0	0.0901	-5.191	0.054	0.633	110.048	Fun with friends
94	The Archer	Lover	Taylor Swift	2019-08-23	211240	69	0.292	0.12	0.574	0.00569	0.0663	-9.375	0.0401	0.166	124.344	It's complicated--wanting love
95	I Think He Knows	Lover	Taylor Swift	2019-08-23	173386	70	0.897	0.00889	0.366	0.000353	0.0715	-8.029	0.0569	0.416	100.003	Love--new love
96	Miss Americana & The Heartbreak Prince	Lover	Taylor Swift	2019-08-23	234146	70	0.662	0.028	0.747	0.00615	0.138	-6.926	0.0736	0.487	150.088	Story
97	Miss Americana & The Heartbreak Prince	Lover	Taylor Swift	2019-08-23	234146	70	0.662	0.028	0.747	0.00615	0.138	-6.926	0.0736	0.487	150.088	Story
98	Paper Rings	Lover	Taylor Swift	2019-08-23	222400	76	0.811	0.0129	0.719	1.36E-05	0.0742	-6.553	0.0497	0.865	103.979	Love--already fallen
99	Cornelia Street	Lover	Taylor Swift	2019-08-23	287266	71	0.824	0.781	0.624	0.000189	0.1	-9.728	0.0827	0.248	102.012	Love--already fallen
100	Death By A Thousand Cuts	Lover	Taylor Swift	2019-08-23	198533	71	0.712	0.454	0.732	0	0.319	-6.754	0.0629	0.313	94.071	Heartbreak--mad