#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Ariana Grande	98	0	69	63	23	53	134	58,869,507
2	Justin Bieber	96	0	68	53	34	57	118	42,946,660
3	Rihanna	92	0	65	57	18	48	131	41,427,414
4	Nicki Minaj	91	0	80	73	16	60	120	20,496,564
5	Harry Styles	91	4	52	61	26	35	115	13,040,037
6	Shawn Mendes	91	0	60	65	23	58	120	31,697,895
7	One Direction	91	0	64	60	26	48	121	20,236,263
8	Halsey	90	0	64	61	28	43	105	14,079,504
9	Miley Cyrus	90	0	62	74	4	48	126	14,316,627
10	Selena Gomez	90	0	68	60	19	51	105	25,618,156
11	Beyoncé	89	0	64	65	21	57	114	26,360,280
12	Olivia Rodrigo	89	0	53	41	57	31	100	1,029,865
13	Sam Smith	89	0	58	46	52	38	113	15,629,418
14	Jason Derulo	89	0	74	67	8	63	116	8,977,442
15	Katy Perry	88	0	72	73	6	54	119	17,635,128
16	Demi Lovato	86	0	61	65	18	48	136	19,101,979
17	Camila Cabello	86	0	66	53	29	43	106	20,295,356
18	Lauv	86	0	68	53	23	41	102	4,017,449
19	ZAYN	86	0	52	51	23	22	116	14,785,089
20	Britney Spears	85	0	71	79	14	69	122	8,609,702
21	5 Seconds of Summer	85	0	59	65	12	43	138	7,190,121
22	P!nk	85	0	66	66	7	49	114	10,395,755
23	Tate McRae	85	0	63	45	47	28	111	1,239,280
24	Little Mix	85	0	64	70	14	48	104	8,763,893
25	Bebe Rexha	84	0	66	71	8	45	106	6,137,832
26	Ellie Goulding	84	0	56	68	29	45	120	9,151,736
27	Anne-Marie	84	0	66	64	29	54	129	7,261,797
28	Niall Horan	83	0	55	51	32	38	113	6,858,943
29	Labrinth	83	11	50	56	36	33	104	1,527,584
30	Charlie Puth	83	0	75	59	35	60	101	12,487,074
31	Kehlani	82	0	63	57	32	46	125	4,390,929
32	Saweetie	82	0	86	75	4	69	106	987,284
33	Kesha	82	1	71	70	7	60	118	6,175,077
34	Julia Michaels	82	0	64	50	52	43	117	3,556,878
35	Alessia Cara	82	0	53	60	25	41	111	8,464,454
36	Madison Beer	82	0	62	67	19	42	127	2,757,943
37	Zedd	82	0	65	71	26	40	119	5,373,203
38	Christina Aguilera	82	0	48	64	40	40	122	5,914,767
39	Becky G	82	0	76	71	22	58	127	9,892,182
40	Zara Larsson	82	0	62	68	27	40	122	8,441,827
41	Clean Bandit	82	0	71	69	23	53	113	4,216,298
42	Lorde	81	6	64	51	28	32	104	7,236,465
43	Bazzi	81	0	71	60	33	53	127	4,075,969
44	Jonas Brothers	81	0	70	69	10	64	111	4,989,347
45	Meghan Trainor	81	0	68	70	22	74	120	10,129,659
46	Avril Lavigne	81	0	51	81	4	49	147	6,915,841
47	Sabrina Carpenter	81	0	60	62	26	43	116	3,355,770
48	Tove Lo	81	9	73	71	9	37	111	2,681,117
49	Jennifer Lopez	81	0	72	73	17	69	118	9,517,949
50	Kelly Clarkson	80	0	56	78	9	51	136	7,425,345
51	Troye Sivan	80	0	59	60	11	44	110	5,427,545
52	Cheat Codes	80	1	70	74	15	62	111	1,802,768
53	Glee Cast	80	0	58	63	40	63	119	1,357,506
54	Mabel	80	0	67	76	31	57	116	1,199,695
55	Rita Ora	80	0	64	74	18	53	109	6,409,329
56	Noah Cyrus	79	0	61	45	55	37	110	811,519
57	Why Don't We	79	0	65	69	16	56	125	2,499,070
58	Hailee Steinfeld	79	0	62	67	16	47	119	6,546,925
59	The Script	79	0	49	65	29	45	129	6,442,550
60	Jess Glynne	79	0	64	73	15	47	117	2,441,629
61	Gwen Stefani	78	0	67	85	13	74	121	4,499,196
62	Andy Grammer	78	0	65	68	19	56	117	912,745
63	MAX	78	0	70	63	23	54	115	641,000
64	MARINA	78	0	65	74	21	47	119	2,434,349
65	Bea Miller	78	0	68	57	21	43	117	2,211,678
66	Charli XCX	78	0	77	69	8	58	118	2,244,940
67	will.i.am	78	0	80	70	11	60	119	3,311,051
68	Sasha Sloan	78	0	67	40	62	28	112	778,593
69	Jax Jones	78	1	74	74	15	66	121	876,844
70	RAYE	78	2	78	73	8	57	121	361,864
71	Louis Tomlinson	78	0	56	65	10	45	108	4,649,448
72	Daya	77	0	67	71	23	37	117	1,203,568
73	Zac Efron	77	1	59	78	12	44	127	701,223
74	The Vamps	77	0	63	76	11	60	111	4,259,624
75	Jessie J	77	0	62	71	19	52	139	8,334,463
76	Astrid S	77	0	67	55	44	41	123	786,273
77	Ella Mai	76	0	56	56	28	33	108	3,396,271
78	Olivia O'Brien	76	0	61	53	35	36	116	1,269,427
79	WILLOW	76	0	58	55	22	36	113	1,027,104
80	Ciara	76	0	75	64	8	53	122	4,849,669
81	Ruel	76	0	60	43	35	39	121	1,418,491
82	Lennon Stella	76	0	59	59	40	37	121	285,914
83	Iggy Azalea	76	0	82	67	5	51	136	5,363,227
84	FINNEAS	76	0	63	30	67	36	124	1,083,743
85	Sean Kingston	76	0	74	74	13	71	128	2,017,074
86	Carly Rae Jepsen	76	0	70	70	8	54	120	4,480,358
87	Zendaya	76	1	56	71	11	38	123	2,869,173
88	Christina Perri	76	0	46	39	54	21	116	2,887,873
89	Fifth Harmony	76	0	67	72	7	56	122	12,234,831
90	Liam Payne	76	0	67	67	27	54	108	7,291,592
91	FLETCHER	75	0	61	55	31	45	111	406,878
92	The Pussycat Dolls	75	0	73	75	8	56	124	4,103,894
93	Normani	75	0	67	63	23	46	122	1,117,566
94	NOTD	75	0	69	81	12	61	116	173,101
95	Conor Maynard	75	0	60	61	44	37	115	1,787,267
96	Fergie	74	0	72	61	12	47	129	4,294,458
97	Tinashe	74	0	81	62	19	51	113	1,930,104
98	MKTO	74	0	67	72	24	60	104	879,316
99	Colbie Caillat	74	0	63	62	25	49	126	2,050,051
100	Ruth B.	74	0	58	37	71	37	110	1,011,496