#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Paolo Nutini	67	0	65	62	37	60	123	1111280
2	Amy Macdonald	66	0	51	79	17	42	125	417214
3	KT Tunstall	64	0	56	53	48	50	112	354656
4	Donovan	62	6	47	47	28	58	110	581502
5	Angela McCluskey	55	0	62	64	25	52	132	12415
6	Sandi Thom	49	0	62	50	43	53	115	23201
7	King Creosote	43	41	43	56	35	34	128	40228
8	Paul Buchanan	40	21	31	6	96	14	96	11157
9	Karine Polwart	39	0	49	28	80	39	126	20092
10	Eddi Reader	38	4	39	32	59	33	110	17361
11	Barrie-James	36	21	40	41	70	22	109	6641
12	Stevie McCrorie	36	0	47	63	32	40	117	27711
13	Dylan John Thomas	36	0	57	49	38	54	138	10023
14	Mike Scott	34	7	55	38	59	45	103	7068
15	Rachel Sermanni	34	1	42	23	77	27	126	20225
16	Steve Mason	33	1	48	75	6	45	116	20475
17	Pictish Trail	32	9	57	57	20	51	119	6234
18	Hamish Hawk	31	46	52	17	74	26	114	3746
19	Cameron Barnes	30	0	48	61	31	32	108	3446
20	Archie Fisher	29	1	50	18	92	62	116	2657
21	Jackie Leven	29	9	54	48	26	43	130	4389
22	Kathryn Joseph	28	55	36	28	89	16	120	9717
23	Roddy Frame	25	0	45	32	70	44	120	8943
24	Alasdair Roberts	24	17	43	24	88	45	108	4938
25	Roddy Woomble	23	1	44	44	35	33	106	5729
26	Tommy Reilly	22	5	59	63	21	58	135	2435
27	Justin Currie	20	1	45	61	29	37	126	7512
28	Michael Marra	20	0	53	38	70	49	121	1324
29	Luke La Volpe	20	0	48	62	27	36	121	3070
30	Aidan Moffat	20	16	60	42	56	52	125	6307
31	Emma Pollock	20	16	45	48	55	36	128	4815
32	Fran Healy	17	6	56	58	16	48	126	3719
33	Joe Egan	17	8	66	54	44	70	119	955
34	Alex Cornish	17	18	41	40	31	28	129	1493
35	RM Hubbert	16	19	60	45	50	50	127	2983
36	Ruarri Joseph	15	0	66	49	53	57	122	3020
37	Withered Hand	15	0	52	61	40	51	136	5372
38	Roddy Hart	14	0	58	57	32	33	146	542
39	Connor Fyfe	13	0	54	52	33	39	108	1144
40	Astrid Williamson	13	13	53	55	40	29	117	924
41	Siobhan Wilson	13	16	45	23	93	36	113	3430
42	Kerri Watt	13	0	59	56	37	52	112	1920
43	Lomond Campbell	13	42	31	35	43	15	103	651
44	Ricky Ross	12	9	40	29	92	21	111	1871
45	Jenny Sturgeon	12	0	41	21	90	19	132	990
46	Findlay Napier	11	7	46	26	79	43	104	1065
47	Laura St. Jude	11	14	39	28	59	25	103	688
48	Nick Keir	10	1	51	26	63	42	107	175
49	Michael Timmons	10	29	36	22	70	14	111	368
50	Adam Holmes	9	4	56	33	62	29	117	1887
51	Annie Booth	8	9	50	36	57	23	115	407
52	Iain Morrison	7	2	52	51	57	59	117	1014
53	Kitchen Cynics	7	41	38	27	86	27	106	369
54	Amy Duncan	7	5	48	31	78	22	126	439
55	Jonnie Common	6	27	68	52	45	30	108	1225
56	Mike Heron	6	31	65	42	14	60	129	847
57	Ian Donaldson	6	3	54	63	3	45	108	131
58	Kat Flint	5	0	64	35	72	43	115	334
59	Duglas T. Stewart	4	2	58	50	32	64	139	66
60	Eugene Kelly	4	4	46	49	37	42	129	471
61	Merlyn Driver	4	1	48	13	88	31	83	246
62	Graham Lyle	4	0	56	41	63	39	106	70
63	Martha Ffion	4	3	60	49	44	48	115	1336
64	Best Girl Athlete	4	11	47	45	39	27	103	750
65	Alex Rex	4	1	35	50	30	36	106	484
66	Rick Redbeard	3	3	40	23	81	20	124	516
67	Maeve O'Boyle	3	0	48	38	53	35	108	310
68	Kevin McDermott	3	3	47	85	12	57	125	620
69	Chris Pookah	2	3	56	44	58	49	133	96
70	Josephine Sillars	2	0	51	29	87	38	100	335
71	Appendix Out	2	34	41	11	69	19	114	408
72	Kirsty Law	2	0	27	14	81	25	89	167
73	Alex Hodgson	1	0	49	35	78	52	148	72
74	Barry Nisbet	1	8	51	27	80	49	113	78
75	Adam Stafford	1	19	56	51	68	34	114	416
76	Jack James	0	30	53	33	62	24	89	104
77	Eddie Cairney	0	8	46	11	96	29	120	7
78	Little Fire	0	0	46	33	79	33	111	141
79	Fallen Arches	0	0	44	65	51	46	127	92
80	Tragical History Tour	0	0	41	64	46	48	107	119
81	Coca Tenorio	0	0	69	54	69	59	131	39
82	Alun Woodward	0	85	34	38	65	15	120	43
83	Quitter	0	36	49	53	42	28	127	16
84	Sapienn	0	11	50	48	29	46	134	312
85	Benny Gallagher	0	0	62	25	56	52	90	31
86	Andrew Howie	0	24	58	48	43	35	115	82
87	Malachy Tallack	0	2	47	42	45	30	106	103
88	December '91	0	24	54	34	60	40	130	57
89	Andy Lucas	0	0	54	45	50	41	136	400