#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Taylor Swift	98	2	51	48	70	41	114	37,461,180
2	The Weeknd	98	0	58	66	13	36	147	29,610,820
3	Ariana Grande	98	0	69	63	23	53	134	58,869,507
4	Justin Bieber	96	0	68	53	34	57	118	42,946,660
5	Dua Lipa	95	0	75	74	4	59	124	23,089,039
6	Ed Sheeran	94	0	69	55	35	52	97	76,904,547
7	Billie Eilish	93	11	52	28	76	25	118	40,173,861
8	Doja Cat	92	0	76	69	13	55	113	5,517,151
9	Khalid	92	3	66	58	29	36	105	13,495,461
10	Rihanna	92	0	65	57	18	48	131	41,427,414
11	Chris Brown	91	0	73	60	10	51	105	13,213,904
12	Nicki Minaj	91	0	80	73	16	60	120	20,496,564
13	Harry Styles	91	4	52	61	26	35	115	13,040,037
14	Shawn Mendes	91	0	60	65	23	58	120	31,697,895
15	One Direction	91	0	64	60	26	48	121	20,236,263
16	Sia	91	1	54	69	9	42	121	18,877,164
17	Cardi B	90	0	82	64	6	55	125	14,800,835
18	Halsey	90	0	64	61	28	43	105	14,079,504
19	Miley Cyrus	90	0	62	74	4	48	126	14,316,627
20	Marshmello	90	0	67	74	12	43	108	29,648,240
21	Bruno Mars	90	0	73	62	18	54	122	28,976,380
22	Lady Gaga	90	0	71	71	14	57	119	16,381,244
23	Maroon 5	90	0	67	67	21	57	117	29,620,992
24	Selena Gomez	90	0	68	60	19	51	105	25,618,156
25	Coldplay	90	0	47	59	20	28	132	29,159,392
26	David Guetta	90	9	66	78	9	52	114	22,189,777
27	SZA	89	0	64	56	29	46	112	4,710,727
28	Megan Thee Stallion	89	0	87	68	2	60	138	3,483,732
29	Beyoncé	89	0	64	65	21	57	114	26,360,280
30	Olivia Rodrigo	89	0	53	41	57	31	100	1,029,865
31	Sam Smith	89	0	58	46	52	38	113	15,629,418
32	Jason Derulo	89	0	74	67	8	63	116	8,977,442
33	blackbear	88	0	73	66	12	56	110	3,987,127
34	Lana Del Rey	88	4	48	50	49	21	110	12,344,601
35	Katy Perry	88	0	72	73	6	54	119	17,635,128
36	Calvin Harris	88	2	71	84	11	59	128	21,317,835
37	Shakira	88	0	79	78	18	79	118	21,049,101
38	Frank Ocean	87	7	63	40	63	40	119	7,330,268
39	The Neighbourhood	87	6	51	63	5	29	107	5,594,519
40	Diplo	87	6	65	69	5	51	124	2,355,972
41	Lewis Capaldi	87	0	64	46	66	37	111	7,102,508
42	Pitbull	87	0	72	83	5	68	125	8,253,899
43	James Arthur	87	0	53	62	36	43	121	7,607,036
44	Kygo	87	0	67	65	19	45	115	7,236,406
45	Black Eyed Peas	87	0	80	69	7	54	119	5,402,984
46	Tiësto	87	0	71	79	13	51	123	5,415,023
47	Demi Lovato	86	0	61	65	18	48	136	19,101,979
48	The Chainsmokers	86	0	60	67	15	43	112	17,508,610
49	Camila Cabello	86	0	66	53	29	43	106	20,295,356
50	Lauv	86	0	68	53	23	41	102	4,017,449
51	Adele	86	0	51	48	49	31	117	25,998,244
52	ZAYN	86	0	52	51	23	22	116	14,785,089
53	Michael Jackson	86	10	85	76	16	69	116	17,624,571
54	Ava Max	86	0	65	70	15	50	133	3,040,901
55	Avicii	86	8	60	77	11	47	121	19,200,219
56	Kali Uchis	85	0	67	59	31	55	111	1,469,140
57	Justin Timberlake	85	0	74	67	17	66	100	10,393,895
58	Usher	85	0	75	66	14	60	117	8,485,720
59	Britney Spears	85	0	71	79	14	69	122	8,609,702
60	5 Seconds of Summer	85	0	59	65	12	43	138	7,190,121
61	P!nk	85	0	66	66	7	49	114	10,395,755
62	Little Mix	85	0	64	70	14	48	104	8,763,893
63	Tate McRae	85	0	63	45	47	28	111	1,239,280
64	OneRepublic	85	0	62	71	14	45	121	11,389,872
65	Robin Schulz	85	0	61	74	8	54	127	2,662,754
66	Jhené Aiko	84	0	62	53	45	46	111	4,246,219
67	Melanie Martinez	84	0	63	65	29	43	124	9,543,060
68	Conan Gray	84	0	56	56	30	45	115	2,880,644
69	John Mayer	84	2	62	50	44	47	137	4,936,072
70	benny blanco	84	1	64	56	44	49	109	730,539
71	Dermot Kennedy	84	0	53	58	35	39	127	866,479
72	John Legend	84	0	46	59	45	42	131	5,505,412
73	Bebe Rexha	84	0	66	71	8	45	106	6,137,832
74	Martin Garrix	84	4	55	65	19	26	125	14,386,557
75	Ellie Goulding	84	0	56	68	29	45	120	9,151,736
76	Anne-Marie	84	0	66	64	29	54	129	7,261,797
77	Clairo	83	4	76	49	55	56	117	2,296,891
78	Tones And I	83	0	72	52	44	45	97	2,637,926
79	Alicia Keys	83	0	55	48	50	32	93	8,415,593
80	Hozier	83	8	49	43	53	32	129	4,504,553
81	DJ Khaled	83	0	63	68	5	55	120	5,716,056
82	Jeremy Zucker	83	0	72	33	63	53	115	1,477,287
83	R3HAB	83	1	71	70	23	49	115	2,145,756
84	Ne-Yo	83	0	67	64	29	63	124	5,891,658
85	Flo Rida	83	0	72	80	4	63	122	7,963,345
86	Niall Horan	83	0	55	51	32	38	113	6,858,943
87	Labrinth	83	11	50	56	36	33	104	1,527,584
88	Sean Paul	83	0	79	77	9	63	103	3,337,963
89	Charlie Puth	83	0	75	59	35	60	101	12,487,074
90	H.E.R.	82	0	56	52	32	28	104	3,477,295
91	Saweetie	82	0	86	75	4	69	106	987,284
92	T-Pain	82	0	66	56	9	51	117	3,125,782
93	Jeremih	82	0	67	56	30	46	123	4,846,440
94	PARTYNEXTDOOR	82	0	61	53	22	30	107	2,819,535
95	Kesha	82	1	71	70	7	60	118	6,175,077
96	DJ Snake	82	1	71	76	12	37	119	7,251,294
97	Julia Michaels	82	0	64	50	52	43	117	3,556,878
98	Alessia Cara	82	0	53	60	25	41	111	8,464,454
99	Madison Beer	82	0	62	67	19	42	127	2,757,943
100	Mariah Carey	82	0	49	67	32	42	135	6,380,536