#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Taylor Swift	98	2	51	48	70	41	114	37,461,180
2	Dua Lipa	95	0	75	74	4	59	124	23,089,039
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	Sia	91	1	54	69	9	42	121	18,877,164
6	Selena Gomez	90	0	68	60	19	51	105	25,618,156
7	Marshmello	90	0	67	74	12	43	108	29,648,240
8	Miley Cyrus	90	0	62	74	4	48	126	14,316,627
9	David Guetta	90	9	66	78	9	52	114	22,189,777
10	Lady Gaga	90	0	71	71	14	57	119	16,381,244
11	Halsey	90	0	64	61	28	43	105	14,079,504
12	Jason Derulo	89	0	74	67	8	63	116	8,977,442
13	Beyoncé	89	0	64	65	21	57	114	26,360,280
14	Calvin Harris	88	2	71	84	11	59	128	21,317,835
15	Katy Perry	88	0	72	73	6	54	119	17,635,128
16	Black Eyed Peas	87	0	80	69	7	54	119	5,402,984
17	Tiësto	87	0	71	79	13	51	123	5,415,023
18	Pitbull	87	0	72	83	5	68	125	8,253,899
19	Diplo	87	6	65	69	5	51	124	2,355,972
20	Kygo	87	0	67	65	19	45	115	7,236,406
21	The Chainsmokers	86	0	60	67	15	43	112	17,508,610
22	Avicii	86	8	60	77	11	47	121	19,200,219
23	Demi Lovato	86	0	61	65	18	48	136	19,101,979
24	ZAYN	86	0	52	51	23	22	116	14,785,089
25	Camila Cabello	86	0	66	53	29	43	106	20,295,356
26	Little Mix	85	0	64	70	14	48	104	8,763,893
27	Britney Spears	85	0	71	79	14	69	122	8,609,702
28	Robin Schulz	85	0	61	74	8	54	127	2,662,754
29	Martin Garrix	84	4	55	65	19	26	125	14,386,557
30	Ellie Goulding	84	0	56	68	29	45	120	9,151,736
31	benny blanco	84	1	64	56	44	49	109	730,539
32	MEDUZA	84	13	65	75	4	41	124	386,956
33	Bebe Rexha	84	0	66	71	8	45	106	6,137,832
34	Anne-Marie	84	0	66	64	29	54	129	7,261,797
35	Imanbek	84	0	74	79	12	70	118	78,531
36	Sean Paul	83	0	79	77	9	63	103	3,337,963
37	VIZE	83	1	77	79	16	48	132	103,551
38	R3HAB	83	1	71	70	23	49	115	2,145,756
39	Flo Rida	83	0	72	80	4	63	122	7,963,345
40	Topic	83	0	74	79	9	63	125	128,250
41	Clean Bandit	82	0	71	69	23	53	113	4,216,298
42	Kesha	82	1	71	70	7	60	118	6,175,077
43	Madison Beer	82	0	62	67	19	42	127	2,757,943
44	Christina Aguilera	82	0	48	64	40	40	122	5,914,767
45	DJ Snake	82	1	71	76	12	37	119	7,251,294
46	Zedd	82	0	65	71	26	40	119	5,373,203
47	Zara Larsson	82	0	62	68	27	40	122	8,441,827
48	Major Lazer	82	0	68	79	9	51	116	6,146,014
49	Alessia Cara	82	0	53	60	25	41	111	8,464,454
50	Joel Corry	82	2	72	86	7	63	123	158,497
51	Julia Michaels	82	0	64	50	52	43	117	3,556,878
52	Mark Ronson	81	0	63	70	8	45	114	891,680
53	Jonas Blue	81	0	69	75	33	64	110	3,143,210
54	MNEK	81	0	64	76	11	48	126	239,761
55	Lorde	81	6	64	51	28	32	104	7,236,465
56	Felix Jaehn	81	0	72	75	24	55	118	1,084,577
57	Sabrina Carpenter	81	0	60	62	26	43	116	3,355,770
58	Sam Feldt	81	0	61	80	19	50	125	606,885
59	Steve Aoki	81	6	67	80	5	44	128	3,515,981
60	Meghan Trainor	81	0	68	70	22	74	120	10,129,659
61	Jonas Brothers	81	0	70	69	10	64	111	4,989,347
62	Tove Lo	81	9	73	71	9	37	111	2,681,117
63	Jennifer Lopez	81	0	72	73	17	69	118	9,517,949
64	Cheat Codes	80	1	70	74	15	62	111	1,802,768
65	ILLENIUM	80	2	50	72	7	34	130	1,041,497
66	Mabel	80	0	67	76	31	57	116	1,199,695
67	Troye Sivan	80	0	59	60	11	44	110	5,427,545
68	Timbaland	80	8	67	70	13	50	109	1,878,732
69	Kelly Clarkson	80	0	56	78	9	51	136	7,425,345
70	Rita Ora	80	0	64	74	18	53	109	6,409,329
71	Lizzo	79	0	72	77	8	63	120	3,644,939
72	Afrojack	79	0	62	84	7	45	119	3,593,374
73	Hailee Steinfeld	79	0	62	67	16	47	119	6,546,925
74	Regard	79	4	74	78	9	53	123	120,577
75	Galantis	79	7	67	81	5	57	124	3,044,682
76	Armin van Buuren	79	8	57	83	3	30	123	3,750,414
77	Becky Hill	79	0	64	78	12	53	126	262,577
78	Sigala	79	0	71	79	17	62	123	1,230,872
79	Jess Glynne	79	0	64	73	15	47	117	2,441,629
80	Ofenbach	79	1	78	78	10	67	122	391,884
81	Nelly Furtado	79	0	70	71	16	64	117	2,420,324
82	Alesso	78	0	59	77	9	43	120	3,555,664
83	RAYE	78	2	78	73	8	57	121	361,864
84	will.i.am	78	0	80	70	11	60	119	3,311,051
85	B.o.B	78	0	68	77	8	51	100	1,827,875
86	Macklemore & Ryan Lewis	78	0	58	72	31	49	115	2,555,867
87	Jax Jones	78	1	74	74	15	66	121	876,844
88	Rudimental	78	0	69	73	13	49	128	1,249,751
89	Martin Jensen	78	1	70	71	10	56	115	1,048,320
90	Charli XCX	78	0	77	69	8	58	118	2,244,940
91	Dimitri Vegas & Like Mike	78	28	61	86	6	49	119	2,974,243
92	Gwen Stefani	78	0	67	85	13	74	121	4,499,196
93	MARINA	78	0	65	74	21	47	119	2,434,349
94	Gryffin	78	0	56	78	12	41	133	658,398
95	Timmy Trumpet	77	15	66	87	8	31	137	751,805
96	Jessie J	77	0	62	71	19	52	139	8,334,463
97	Astrid S	77	0	67	55	44	41	123	786,273
98	Daya	77	0	67	71	23	37	117	1,203,568
99	Lost Frequencies	77	2	71	70	18	45	119	2,071,584
100	Iggy Azalea	76	0	82	67	5	51	136	5,363,227