Indicator · TLI ind_tat_attractions_per_province

TAT-Registered Tourist Attractions Per 100,000 Population

จำนวนแหล่งท่องเที่ยวที่ขึ้นทะเบียนกับ ททท. ต่อประชากร 100,000 คน

AS OF 4 MAY 2026attractions/100kWeight 1

Source

Tourism Authority of Thailand (TAT Data API v2)

TAT's national registry of tourist attractions (place_category_id=3): temples, national parks, museums, historical sites, beaches, viewpoints, waterfalls, and cultural sites. Restaurants, accommodations, and shops excluded. Refresh: TLI re-pulls quarterly; upstream changes when TAT inscribes new sites.

Goalposts

The 0-to-100 score for this indicator is normalized against fixed methodology goalposts. The values below define the band; click through to the methodology page for the framework that anchors them.

Score 100: 20attractions/100k
Score 0: 0attractions/100k
Direction: Higher is better
Anchor: Fitted to the Thai provincial distribution

Goalposts of 0 and 20 TAT-registered attractions per 100,000 residents are fitted to the observed TAT Data API v2 distribution across 4,237 attraction-category places. The ceiling was raised from the provisional 15.0 after calibration showed twelve provinces clipping at 15; six provinces still clip at 20 (Ranong, Trat, Mae Hong Son, Phangnga, Samut Songkhram, Nakhon Nayok), all small-population provinces where attraction density genuinely saturates.

Live distribution: 6 of 77 provinces clip at the score-100 ceiling.

Which Thai province leads on TAT-Registered Tourist Attractions Per 100,000 Population?

6 Thai provinces share the maximum TLI score of 100/100 on TAT-Registered Tourist Attractions Per 100,000 Population; the strongest by raw value are Ranong, Trat, and Mae Hong Son (raw values from 24.24 to 30.13 attractions/100k). The bottom of the distribution is Bangkok (1.79 attractions/100k, score 8.9/100).

Coverage

77 of 77 Thai provinces. Median score: 37.9. Each province's score is normalized 0–100 against fixed goalposts; a higher score is more favorable.

Reading the columns.Raw valuethe actual measurement in attractions/100k.Scorenormalized 0–100 against fixed methodology goalposts (not a percentile). Higher is better.Why ties?6 provinces share the score-100 ceiling because their raw values meet or exceed the upper goalpost. Provinces beyond the goalposts aren't separated further — that's the trade-off for fixed, year-over-year comparable scoring instead of percentiles.

Top scorers

Rank	Province	Raw value (attractions/100k)	Score
1	Ranong	30.13	100
2	Trat	26.6	100
3	Mae Hong Son	24.24	100
4	Phangnga	23.72	100
5	Samut Songkhram	21.05	100

Lowest scorers

Rank	Province	Raw value (attractions/100k)	Score
77	Bangkok	1.79	8.9
76	Udon Thani	2	10
75	Surin	2.51	12.5
74	Buri Ram	2.63	13.2
73	Si Sa Ket	2.64	13.2

Show all 77 provinces rankedSorted highest to lowest score

Rank	Province	Raw value (attractions/100k)	Score
1	Ranong	30.13	100
2	Trat	26.6	100
3	Mae Hong Son	24.24	100
4	Phangnga	23.72	100
5	Samut Songkhram	21.05	100
6	Nakhon Nayok	20.41	100
7	Ang Thong	19.86	99.3
8	Sing Buri	18.18	90.9
9	Phuket	17.8	89
10	Satun	16.64	83.2
11	Phrae	15.81	79
12	Chumphon	15.59	78
13	Lamphun	14.94	74.7
14	Uthai Thani	14.42	72.1
15	Nan	14.09	70.5
16	Mukdahan	12.59	63
17	Krabi	12.17	60.9
18	Phetchaburi	11.77	58.9
19	Prachuap Khiri Khan	11.42	57.1
20	Chai Nat	11.23	56.1
21	Uttaradit	11.08	55.4
22	Tak	10.65	53.2
23	Kanchanaburi	10.59	53
24	Phra Nakhon Si Ayutthaya	10.09	50.5
25	Loei	10.01	50
26	Phayao	9.96	49.8
27	Chanthaburi	9.9	49.5
28	Rayong	9.5	47.5
29	Sa Kaeo	8.92	44.6
30	Lampang	8.74	43.7
31	Sukhothai	8.61	43
32	Chiang Mai	8.56	42.8
33	Phichit	8.18	40.9
34	Chiang Rai	8.18	40.9
35	Ratchaburi	8.12	40.6
36	Prachin Buri	7.77	38.9
37	Trang	7.74	38.7
38	Saraburi	7.67	38.4
39	Suphan Buri	7.58	37.9
40	Nakhon Pathom	7.12	35.6
41	Bueng Kan	6.94	34.7
42	Phetchabun	6.81	34
43	Surat Thani	6.6	33
44	Chachoengsao	6.54	32.7
45	Lopburi	6.51	32.5
46	Yala	6.47	32.4
47	Amnat Charoen	6.47	32.4
48	Phatthalung	6.37	31.9
49	Nakhon Sawan	6.35	31.8
50	Chon Buri	6.26	31.3
51	Samut Sakhon	6.13	30.6
52	Pattani	6.04	30.2
53	Nong Khai	5.88	29.4
54	Nong Bua Lam Phu	5.78	28.9
55	Nonthaburi	5.75	28.8
56	Nakhon Phanom	5.51	27.6
57	Nakhon Si Thammarat	5.1	25.5
58	Kamphaeng Phet	5.02	25.1
59	Phitsanulok	4.91	24.6
60	Pathum Thani	4.57	22.9
61	Songkhla	4.34	21.7
62	Chaiyaphum	4.27	21.3
63	Yasothon	4.21	21.1
64	Narathiwat	3.98	19.9
65	Sakon Nakhon	3.7	18.5
66	Nakhon Ratchasima	3.52	17.6
67	Maha Sarakham	3.14	15.7
68	Kalasin	3.03	15.2
69	Samut Prakan	2.96	14.8
70	Khon Kaen	2.94	14.7
71	Roi Et	2.91	14.6
72	Ubon Ratchathani	2.84	14.2
73	Si Sa Ket	2.64	13.2
74	Buri Ram	2.63	13.2
75	Surin	2.51	12.5
76	Udon Thani	2	10
77	Bangkok	1.79	8.9

Methodology

See the methodology page for the full TLI scoring approach, including how this indicator's category Lifestyle & Culture combines with the other six categories via geometric mean.

Cite as: "TAT-Registered Tourist Attractions Per 100,000 Population." Thailand Livability Index, 2026. CC BY-NC 4.0.

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