#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Ashnikko	80	0	74	66	9	65	127	743,937
2	Lizzo	79	0	72	77	8	63	120	3,644,939
3	Anderson .Paak	79	0	74	67	21	60	117	1,717,788
4	Charli XCX	78	0	77	69	8	58	118	2,244,940
5	M.I.A.	75	4	67	86	9	55	147	993,662
6	KAYTRANADA	74	1	78	65	8	50	114	801,150
7	Rico Nasty	74	0	82	72	15	59	143	670,402
8	Vince Staples	73	1	78	60	29	52	115	1,280,547
9	Janelle Monáe	72	0	71	52	4	43	129	1,045,691
10	FKA twigs	71	0	46	45	55	22	122	826,879
11	Yung Baby Tate	71	3	80	67	7	68	127	72,726
12	Kim Petras	71	4	61	75	7	52	140	494,319
13	Earl Sweatshirt	71	5	51	62	23	54	115	1,406,299
14	K.Flay	71	5	60	64	22	52	131	376,250
15	Syd	70	10	70	56	18	52	118	380,327
16	Rina Sawayama	69	0	60	85	6	48	111	440,119
17	BIA	69	0	85	58	8	34	126	78,958
18	Little Dragon	68	12	68	55	25	49	111	559,711
19	Princess Nokia	68	1	77	60	18	55	111	410,723
20	Solange	68	9	74	56	36	40	112	1,349,997
21	Dylan Brady	67	2	56	60	16	55	130	36,536
22	Poppy	67	6	50	86	4	44	124	807,382
23	JPEGMAFIA	67	1	66	77	21	53	140	330,265
24	Tierra Whack	67	0	80	50	40	58	119	327,530
25	Blood Orange	67	5	64	54	22	40	125	577,099
26	ABRA	66	11	73	49	12	51	128	203,659
27	Azealia Banks	66	1	77	78	4	46	128	682,537
28	Danny Brown	65	0	65	80	11	42	117	590,015
29	Mereba	65	0	54	49	41	31	131	129,946
30	SOPHIE	65	17	72	51	16	55	120	244,950
31	Allie X	65	5	59	69	10	34	114	559,849
32	Alison Wonderland	65	6	54	72	9	29	133	402,134
33	Noname	64	0	67	50	56	64	107	531,719
34	Death Grips	64	0	51	90	6	36	107	557,334
35	Qveen Herby	64	0	82	60	10	47	115	257,342
36	BADBADNOTGOOD	64	30	51	56	31	36	120	486,854
37	What So Not	63	19	55	77	9	22	131	275,394
38	Empress Of	63	11	70	69	23	51	115	93,454
39	Santigold	63	13	75	79	16	62	130	588,428
40	Kero Kero Bonito	63	4	75	70	13	74	129	314,795
41	Aesop Rock	62	31	60	76	5	63	100	331,864
42	Hermitude	62	13	68	65	17	49	126	239,636
43	Yves Tumor	62	19	52	64	23	53	138	140,884
44	Ecco2k	62	35	63	51	53	45	139	78,881
45	Caroline Polachek	61	7	65	51	25	30	113	112,753
46	Flying Lotus	61	27	60	72	10	29	94	597,158
47	Little Simz	61	0	66	72	32	69	114	304,521
48	Slayyyter	61	1	60	70	7	47	140	151,364
49	Yaeji	60	16	81	47	16	45	119	279,593
50	Shygirl	60	11	69	70	1	39	134	65,539
51	Jean Deaux	60	5	83	54	20	55	114	67,228
52	Dorian Electra	59	0	60	69	14	60	105	138,048
53	Sevdaliza	59	16	59	41	35	17	104	286,849
54	Big Freedia	59	0	73	87	6	58	99	72,163
55	Tkay Maidza	59	0	72	71	30	45	110	87,168
56	cupcakKe	58	0	84	71	15	55	120	437,621
57	Tei Shi	58	10	68	57	30	51	116	129,375
58	Ravyn Lenae	58	0	63	51	31	58	105	244,856
59	Leikeli47	58	6	84	60	9	59	120	178,180
60	Arca	58	5	54	62	11	43	111	178,634
61	Jamila Woods	58	4	63	54	47	48	108	154,960
62	Machine Girl	57	37	51	94	3	46	144	82,023
63	Oneohtrix Point Never	56	40	45	51	38	29	120	156,812
64	clipping.	56	9	65	59	10	31	121	170,250
65	LION BABE	56	8	71	66	12	59	110	182,641
66	Boldy James	56	10	57	51	46	45	97	41,501
67	Sampa the Great	56	6	69	67	11	64	99	166,875
68	Injury Reserve	56	6	58	69	26	53	128	174,888
69	Bree Runway	56	0	71	65	12	54	108	49,536
70	Vegyn	55	50	57	56	71	55	122	36,635
71	Sky Ferreira	55	7	58	65	23	42	112	415,657
72	Kelsey Lu	55	3	41	47	56	20	105	90,220
73	Oklou	55	24	68	36	84	39	118	24,578
74	Kelela	54	12	61	54	20	30	107	245,945
75	Against All Logic	54	47	78	81	21	41	110	91,304
76	Tommy Genesis	54	0	73	69	20	51	129	125,612
77	Sudan Archives	54	4	66	54	10	41	115	129,332
78	LIZ	54	1	68	70	8	62	135	69,085
79	Kilo Kish	53	3	63	66	13	41	110	100,900
80	Junglepussy	53	0	70	67	29	45	135	126,742
81	Ayesha Erotica	53	1	71	68	2	64	123	104,313
82	Brooke Candy	53	0	78	72	6	59	125	171,304
83	Peaches	53	24	82	73	6	66	137	181,990
84	TAPZ	53	0	57	69	11	36	118	4,617
85	Kreayshawn	52	0	73	79	6	52	125	172,532
86	Tirzah	52	15	77	39	47	46	126	63,139
87	Danny L Harle	52	0	63	78	18	38	132	35,271
88	Fraxiom	52	0	61	78	6	71	137	13,770
89	GIRLI	52	0	68	71	4	59	137	84,865
90	serpentwithfeet	52	0	48	42	63	25	116	68,996
91	Kari Faux	52	5	76	55	22	56	123	76,633
92	Mechatok	52	17	72	49	41	59	109	8,668
93	Coco & Clair Clair	52	7	74	60	31	54	132	25,320
94	Dounia	52	0	76	59	40	63	126	83,489
95	A. G. Cook	52	21	53	53	41	41	127	50,501
96	BigKlit	51	0	82	62	15	46	113	37,625
97	Eartheater	51	40	42	49	40	21	132	40,462
98	Dean Blunt	51	33	52	55	36	32	103	51,502
99	Sleigh Bells	51	11	48	78	3	43	112	231,041
100	Open Mike Eagle	51	2	71	60	42	50	117	95,068