#	name	Popularity	instrumentalness	danceability	energy	acousticness	Happiness	tempo	followers
1	Julie Fowlis	58	0	44	36	70	35	123	45,976
2	Dougie MacLean	46	19	43	20	74	34	131	18,963
3	Tide Lines	46	0	55	57	30	45	115	19,793
4	Skerryvore	45	1	51	67	20	44	130	16,021
5	Alasdair Fraser	42	32	36	39	65	46	119	13,635
6	Karine Polwart	40	0	49	28	80	39	126	17,187
7	Capercaillie	40	8	50	44	62	42	123	25,755
8	Talisk	39	61	45	67	48	31	126	17,760
9	Kris Drever	37	6	50	43	62	39	110	7,497
10	Rura	37	44	40	50	36	30	120	8,673
11	Trail West	37	9	50	69	27	60	127	4,802
12	Mike Vass	36	83	48	34	87	42	124	13,980
13	Old Blind Dogs	36	7	60	44	33	63	108	9,788
14	Siobhan Miller	36	2	47	32	69	44	121	5,381
15	Elephant Sessions	36	43	55	67	38	56	122	14,428
16	Mànran	35	11	43	78	12	55	128	10,744
17	Kathleen MacInnes	34	0	53	24	90	56	111	4,742
18	Lau	34	27	34	37	76	19	107	13,579
19	Niteworks	34	47	59	69	15	36	121	7,585
20	Battlefield Band	33	7	41	32	73	46	102	10,233
21	Admiral Fallow	33	4	48	63	28	54	121	19,724
22	Griogair Labhruidh	33	15	38	30	81	32	103	1,799
23	Duncan Chisholm	32	60	27	42	68	30	101	5,061
24	Ross Ainslie	32	74	38	56	38	31	120	2,701
25	Rachel Newton	32	13	46	37	61	21	120	1,179
26	Dàimh	31	17	32	43	64	50	110	3,828
27	Breabach	31	27	36	51	51	51	121	8,418
28	Ímar	31	4	38	65	12	54	116	5,840
29	Malinky	29	0	58	40	77	68	126	3,987
30	The McCalmans	29	0	64	41	57	64	118	2,254
31	The Paul McKenna Band	29	0	48	55	72	64	105	2,812
32	Emily Smith	28	0	51	32	77	38	111	4,188
33	Phil Cunningham	28	49	37	30	81	32	126	1,620
34	Blazin' Fiddles	26	10	45	58	85	86	127	6,029
35	Hò-rò	26	56	42	69	26	58	121	4,411
36	Project Smok	26	35	47	43	63	44	109	1,871
37	Gary Innes	25	22	52	61	27	57	131	2,024
38	Lauren MacColl	25	9	29	29	83	45	110	1,517
39	Mairi Campbell	24	21	47	25	81	26	114	1,281
40	Session A9	23	7	42	61	81	65	120	2,478
41	Iona Fyfe	23	0	56	24	71	43	126	1,902
42	Heron Valley	21	15	39	57	29	34	120	2,357
43	Treacherous Orchestra	21	59	38	74	16	38	134	4,960
44	Claire Hastings	20	0	54	35	73	43	134	1,378
45	Fara	20	17	44	35	88	60	114	1,149
46	Smok	20	74	79	67	0	43	121	2,013
47	Gnoss	20	0	53	54	27	84	145	1,341
48	Salt House	18	0	45	23	89	35	118	1,069
49	Patsy Reid	18	21	51	42	81	50	114	600
50	Hannah Rarity	18	0	48	31	85	49	121	1,045
51	Brighde Chaimbeul	18	26	18	31	54	17	109	1,683
52	Kinnaris Quintet	18	50	41	41	79	51	115	894
53	Hamish Napier	18	80	54	43	46	47	116	917
54	Kan	18	24	47	84	6	29	129	2,116
55	Jenna Moynihan	17	14	47	19	94	48	120	761
56	Norman Mackay	17	14	28	25	38	24	112	91
57	Scott Wood Band	17	42	27	63	31	30	127	1,039
58	Dallahan	17	29	51	73	42	65	121	1,671
59	Aidan O'Rourke	17	37	38	35	78	45	102	2,070
60	Matt McGinn	17	0	62	36	89	70	119	1,391
61	Ceol an Aire	17	25	41	54	36	31	130	1,021
62	Robyn Stapleton	17	0	39	22	94	47	103	435
63	The Chair	17	35	48	67	32	59	128	1,719
64	Gillian Frame	16	8	47	25	82	43	108	168
65	Fourth Moon	16	49	39	62	69	54	123	1,441
66	Catriona McKay	16	27	44	40	95	50	109	1,571
67	James Duncan Mackenzie	16	65	42	50	52	45	117	530
68	Jarlath Henderson	16	19	35	60	52	50	104	2,059
69	Band of Burns	16	4	42	30	64	33	107	746
70	Jenna Reid	15	27	38	38	91	63	117	1,075
71	Mac Umba	15	78	37	62	10	44	113	210
72	Chris Stout	15	16	37	34	90	47	103	920
73	Anna Massie	15	36	50	38	74	61	122	735
74	Corrina Hewat	14	47	45	22	89	31	113	206
75	Brian McNeill	14	3	45	36	68	49	101	409
76	Charlie Grey and Joseph Peach	14	31	30	25	92	24	121	434
77	Beinn Lee	14	40	40	70	19	35	130	818
78	Mairearad Green	13	25	45	48	66	55	133	616
79	Crackin Craic	13	14	51	79	16	63	146	506
80	Jim Malcolm	12	1	52	30	75	51	108	660
81	Back of The Moon	12	3	49	38	74	57	116	606
82	Assynt	12	1	31	52	45	56	113	510
83	James Graham	11	0	47	31	73	49	112	471
84	Sarah-Jane Summers	11	40	37	30	72	32	120	781
85	Eabhal	10	29	37	44	46	40	129	621
86	RANT	10	50	36	17	99	54	116	627
87	Ivan Drever	10	33	50	36	86	57	116	385
88	Josie Duncan & Pablo Lafuente	10	0	53	22	73	35	121	685
89	The Shee	9	8	46	37	86	47	119	792
90	Ryan Young	9	7	40	36	96	45	106	447
91	Dosca	9	24	37	59	9	54	135	421
92	Bodega	8	8	50	42	74	53	114	130
93	Lori Watson	8	12	52	18	86	43	126	469
94	Sgoil Chiuil na Gaidhealtachd	8	7	43	22	80	42	102	326
95	Ewan Robertson	8	2	49	30	57	51	112	140
96	Anna MassieMairearad Green	7	20	43	38	85	67	134	124
97	Inyal	7	9	47	55	49	25	110	705
98	Adam Sutherland	7	27	46	58	25	41	138	487
99	Paddy Callaghan	7	5	58	50	8	68	138	222
100	Amble Skuse	6	0	45	23	88	39	103	30