name	popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1. Frank Ocean	87	7	63	40	63	40	119	7,330,268
2. John Legend	84	0	46	59	45	42	131	5,505,412
3. Alicia Keys	83	0	55	48	50	32	93	8,415,593
4. Amy Winehouse	79	0	64	65	33	60	109	6,965,342
5. Ms. Lauryn Hill	76	0	64	62	18	67	104	1,743,745
6. Mary J. Blige	75	0	67	65	21	66	117	2,591,811
7. Jazmine Sullivan	74	0	55	54	42	48	98	1,272,683
8. Sade	74	5	67	52	34	71	115	2,309,209
9. Ari Lennox	72	1	70	52	18	45	127	401,053
10. Rag'n'Bone Man	72	0	59	64	27	37	113	1,277,103
11. Janelle Monáe	72	0	71	52	4	43	129	1,045,691
12. Kelly Rowland	72	0	66	75	6	55	120	2,573,022
13. Kelis	71	5	80	79	6	77	124	393,544
14. Estelle	71	0	65	70	9	57	108	213,723
15. Erykah Badu	71	6	70	41	34	48	106	2,034,493
16. Jamie Foxx	71	0	67	61	23	49	142	770,207
17. Keyshia Cole	71	0	63	66	16	47	108	2,378,379
18. Michael Kiwanuka	71	13	57	57	33	48	118	1,020,597
19. Snoh Aalegra	71	2	68	49	30	45	126	531,081
20. Janet Jackson	71	6	71	62	26	53	111	2,399,026
21. Celeste	70	1	52	37	64	26	121	194,956
22. James Morrison	70	0	48	64	15	42	102	1,327,341
23. Brandy	70	0	66	53	38	54	102	2,032,370
24. Robin Thicke	70	1	67	47	40	57	126	1,688,886
25. Emeli Sandé	70	0	55	55	36	33	111	1,999,088
26. Corinne Bailey Rae	70	0	56	38	60	31	119	601,984
27. Ginuwine	69	0	70	51	18	65	109	1,781,733
28. Chaka Khan	69	1	64	69	22	71	119	1,078,151
29. Toni Braxton	69	0	64	63	21	49	111	2,507,482
30. Faith Evans	69	0	68	58	15	52	110	979,789
31. Joe	69	0	67	56	19	47	98	1,184,560
32. Jessie Ware	69	20	68	64	15	47	123	585,779
33. Teyana Taylor	69	1	54	57	43	51	108	1,055,511
34. BJ The Chicago Kid	69	2	64	65	24	58	115	335,329
35. Dan Caplen	69	0	61	65	26	46	116	24,278
36. Gnarls Barkley	68	5	65	82	11	66	126	394,384
37. Common	68	0	72	63	16	58	92	699,874
38. Luther Vandross	68	0	57	40	51	29	110	1,671,233
39. Solange	68	9	74	56	36	40	112	1,349,997
40. Lianne La Havas	68	4	63	45	28	43	113	714,504
41. Monica	68	0	67	51	15	54	129	1,714,838
42. Blackstreet	67	0	70	59	24	53	98	547,722
43. Gregory Porter	67	4	55	43	41	36	116	450,063
44. Tamia	67	0	66	54	19	44	134	999,921
45. Q-Tip	67	0	82	63	16	66	100	446,251
46. Mýa	67	0	70	65	18	57	105	913,495
47. The Roots	67	2	73	67	15	62	110	1,013,368
48. Jagged Edge	67	0	69	59	35	67	114	1,416,909
49. Robert Glasper	67	10	69	58	13	38	95	282,150
50. Paloma Faith	67	0	61	66	20	45	118	915,967
51. Macy Gray	66	1	61	53	29	50	108	492,248
52. Dwele	66	0	67	51	29	49	101	212,997
53. Brian McKnight	66	0	58	37	38	32	121	998,719
54. Nao	66	1	62	55	36	44	102	451,979
55. SWV	66	4	70	59	15	61	108	1,241,361
56. The Internet	66	17	71	48	24	51	96	926,592
57. Andra Day	65	0	48	52	40	35	111	327,383
58. Sevyn Streeter	65	0	68	65	14	48	106	939,408
59. D'Angelo	65	15	71	40	31	44	89	941,309
60. Aaliyah	65	1	68	57	26	68	106	2,511,871
61. Donny Hathaway	65	2	54	49	52	51	102	395,645
62. Jennifer Hudson	65	0	51	53	34	35	109	1,251,379
63. Charlie Wilson	64	0	63	74	21	61	108	740,364
64. Charlotte Day Wilson	64	12	61	43	50	31	118	142,969
65. Amber Mark	64	2	68	55	22	44	107	220,316
66. Noname	64	0	67	50	56	64	107	531,719
67. Moses Sumney	64	1	41	33	84	24	122	254,824
68. Joss Stone	64	0	61	67	25	54	122	883,765
69. Musiq Soulchild	64	0	57	58	30	48	117	851,661
70. Anthony Hamilton	64	0	58	55	38	48	130	1,117,830
71. Babyface	64	0	63	54	18	48	111	710,820
72. Maxwell	63	1	63	45	35	48	110	1,178,801
73. Jill Scott	63	0	72	49	22	44	113	1,263,031
74. India.Arie	63	0	64	44	36	39	132	674,119
75. Terrace Martin	63	17	69	65	22	45	114	78,335
76. Syleena Johnson	62	0	68	51	22	55	92	216,962
77. Fantasia	62	0	59	57	31	42	102	1,338,576
78. PJ Morton	62	0	52	37	55	46	104	131,336
79. En Vogue	61	0	70	60	15	67	109	868,509
80. Bilal	61	0	64	56	33	54	120	204,482
81. Donell Jones	61	0	73	53	14	68	116	813,094
82. Sharon Jones & The Dap-Kings	60	3	59	76	29	80	122	216,009
83. Avant	60	0	71	54	20	57	120	991,551
84. Dru Hill	60	0	74	50	20	52	114	985,987
85. Jodeci	60	0	67	54	21	63	123	1,325,980
86. Tyrese	60	0	65	52	16	45	104	1,641,969
87. Mayer Hawthorne	60	2	78	69	19	77	112	241,370
88. Case	60	0	70	62	22	57	96	579,505
89. Slum Village	60	8	80	56	17	71	102	213,233
90. Tony! Toni! Toné!	60	0	74	59	15	65	88	669,838
91. Anita Baker	60	0	57	55	45	44	108	784,393
92. Alex Isley	60	8	58	38	70	31	105	56,444
93. Minnie Riperton	60	2	49	42	60	49	116	234,244
94. Chrisette Michele	59	0	59	54	41	36	112	415,719
95. Next	59	0	76	51	12	69	110	791,851
96. Jaheim	59	0	65	56	19	51	102	987,538
97. Total	59	0	72	61	18	70	105	341,359
98. Angie Stone	59	0	71	54	30	57	121	471,047
99. Raphael Saadiq	59	0	69	61	25	63	101	422,768
100. Patti LaBelle	59	0	62	55	50	56	126	619,481