#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Paolo Nutini	68	0	63	64	27	54	122	1209090
2	KT Tunstall	61	0	56	64	39	47	114	372348
3	Amy Macdonald	61	0	57	75	16	45	118	432480
4	Donovan	58	8	49	41	34	58	113	615264
5	Angela McCluskey	50	0	62	64	25	52	132	13089
6	Sandi Thom	45	0	62	55	37	55	121	24350
7	Callum Beattie	40	0	0	0	0	0	0	16215
8	Dylan John Thomas	39	0	57	49	38	54	138	14623
9	King Creosote	38	42	48	63	29	41	144	41891
10	Paul Buchanan	37	21	32	6	96	14	94	11916
11	Barrie-James	36	21	40	41	70	22	109	7831
12	Karine Polwart	34	0	51	27	82	44	118	21185
13	Eddi Reader	34	3	41	36	50	37	116	18658
14	Roddy Woomble	32	48	56	53	64	48	137	5995
15	Stevie McCrorie	32	0	48	64	37	41	110	28125
16	Mike Scott	31	8	54	32	67	40	106	7528
17	Hamish Hawk	31	24	47	62	18	47	141	4911
18	Rachel Sermanni	30	1	45	19	82	31	118	21032
19	Archie Fisher	29	1	46	20	85	61	119	2982
20	Steve Mason	29	3	52	77	10	53	112	21100
21	Kathryn Joseph	29	39	42	13	95	12	122	11783
22	Pictish Trail	27	2	51	61	16	43	123	7003
23	Cameron Barnes	27	0	49	46	41	40	111	4235
24	Jackie Leven	25	12	58	53	13	47	129	4850
25	Joe Egan	23	8	66	54	44	70	119	1052
26	Roddy Frame	23	0	49	26	71	39	121	9574
27	Ricky Ross	22	9	43	25	92	20	99	2169
28	Michael Marra	20	0	58	38	66	54	114	1472
29	Luke La Volpe	19	0	54	57	38	39	115	3841
30	Alasdair Roberts	19	17	43	24	88	45	108	5182
31	Tommy Reilly	18	5	59	63	21	58	135	2480
32	Justin Currie	17	1	44	61	29	39	124	7876
33	Fran Healy	17	6	56	58	16	48	126	3860
34	Aidan Moffat	16	0	44	68	76	72	116	6556
35	Withered Hand	14	5	33	42	71	44	143	5534
36	Rianne Downey	14	0	0	0	0	0	0	3413
37	Roddy Hart	13	0	75	61	9	51	140	554
38	Siobhan Wilson	13	13	48	27	86	37	121	3493
39	Alex Cornish	13	18	41	40	31	28	129	1540
40	Emma Pollock	12	6	46	57	44	36	127	4999
41	RM Hubbert	12	55	46	38	55	54	97	3045
42	Ruarri Joseph	11	0	66	49	53	57	122	3087
43	Astrid Williamson	10	13	53	55	40	29	117	1120
44	Kerri Watt	10	0	59	56	37	52	112	1938
45	Connor Fyfe	9	0	52	57	23	41	106	1332
46	Jenny Sturgeon	8	0	42	20	88	20	126	1101
47	Lomond Campbell	8	90	38	38	72	10	115	835
48	Nick Keir	8	1	51	26	63	42	107	188
49	Laura St. Jude	7	22	41	27	64	26	102	692
50	Findlay Napier	7	7	46	26	79	43	104	1114
51	Kat Flint	6	0	64	35	72	43	115	345
52	Merlyn Driver	6	39	45	37	70	17	95	322
53	Annie Booth	5	9	50	36	57	23	115	504
54	Iain Morrison	4	3	54	45	65	54	131	1034
55	Amy Duncan	4	2	51	29	84	16	119	460
56	Jonnie Common	3	34	65	51	42	28	103	1243
57	Mike Heron	3	40	66	40	17	56	118	894
58	Maeve O'Boyle	3	0	48	43	44	36	106	310
59	Eugene Kelly	3	12	52	53	42	55	126	504
60	Kitchen Cynics	3	61	37	31	84	20	114	399
61	Duglas T. Stewart	2	2	58	50	32	64	139	70
62	Barry Nisbet	2	8	51	27	80	49	113	114
63	Adam Holmes	2	0	64	13	87	29	111	1888
64	Martha Ffion	2	7	49	57	25	48	119	1345
65	Best Girl Athlete	2	11	47	45	39	27	103	746
66	Alex Rex	2	3	35	56	23	45	99	516
67	Rick Redbeard	2	6	45	30	70	28	119	530
68	Michael Timmons	2	2	29	22	76	18	106	405
69	Josephine Sillars	1	12	54	43	52	29	107	375
70	Adam Stafford	1	37	62	60	62	45	123	417
71	Graham Lyle	1	0	56	41	63	39	106	73
72	Kevin McDermott	1	1	50	64	24	67	121	653
73	Chris Pookah	1	3	56	44	58	49	133	100
74	Andrew Howie	1	24	58	48	43	35	115	80
75	Appendix Out	1	27	47	10	72	21	125	438
76	Kirsty Law	1	0	27	14	81	25	89	170
77	Little Fire	0	0	46	33	79	33	111	150
78	Andy Lucas	0	0	54	45	50	41	136	404
79	Fallen Arches	0	0	44	65	51	46	127	99
80	Coca Tenorio	0	0	69	54	69	59	131	39
81	Tragical History Tour	0	0	39	59	54	49	105	120
82	Quitter	0	36	49	53	42	28	127	19
83	Alex Hodgson	0	0	49	35	78	52	148	71
84	Jack James	0	30	53	33	62	24	89	107
85	Sapienn	0	11	50	48	29	46	134	315
86	Malachy Tallack	0	2	47	42	45	30	106	114
87	Benny Gallagher	0	0	62	25	56	52	90	33
88	Eddie Cairney	0	8	46	11	96	29	120	9
89	Ian Donaldson	0	5	55	62	3	47	108	135
90	Alun Woodward	0	85	34	38	65	15	120	49
91	December '91	0	24	54	34	60	40	130	57