Overview

Dataset statistics

Number of variables3
Number of observations2
Missing cells0
Missing cells (%)0.0%
Total size in memory176.0 B
Average record size in memory88.0 B

Variable types

Numeric1
Text2

Alerts

ปี has unique valuesUnique
ชื่อ has unique valuesUnique
ช่องทางเข้าถึง has unique valuesUnique

Reproduction

Analysis started2026-08-19 00:47:01.998675
Analysis finished2026-08-19 00:47:02.144234
Duration0.15 seconds
Software versionydata-profiling vv4.6.4
Download configurationconfig.json

Variables

ปี
Real number (ℝ)

UNIQUE 

Distinct2
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2565.5
Minimum2565
Maximum2566
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size144.0 B
2026-08-19T07:47:02.347067image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum2565
5-th percentile2565.05
Q12565.25
median2565.5
Q32565.75
95-th percentile2565.95
Maximum2566
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.7071067812
Coefficient of variation (CV)0.000275621431
Kurtosisnan
Mean2565.5
Median Absolute Deviation (MAD)0.5
Skewnessnan
Sum5131
Variance0.5
MonotonicityStrictly increasing
2026-08-19T07:47:02.665916image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
2565 1
50.0%
2566 1
50.0%
ValueCountFrequency (%)
2565 1
50.0%
2566 1
50.0%
ValueCountFrequency (%)
2566 1
50.0%
2565 1
50.0%

ชื่อ
Text

UNIQUE 

Distinct2
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size144.0 B
2026-08-19T07:47:03.074745image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length26
Median length26
Mean length26
Min length26

Characters and Unicode

Total characters52
Distinct characters20
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)100.0%

Sample

1st rowข้อมูลสำคัญของจังหวัด 2565
2nd rowข้อมูลสำคัญของจังหวัด 2566
ValueCountFrequency (%)
ข้อมูลสำคัญของจังหวัด 2
50.0%
2565 1
25.0%
2566 1
25.0%
2026-08-19T07:47:03.844512image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
ั 6
 
11.5%
ข 4
 
7.7%
อ 4
 
7.7%
ง 4
 
7.7%
5 3
 
5.8%
6 3
 
5.8%
ส 2
 
3.8%
ำ 2
 
3.8%
ค 2
 
3.8%
ล 2
 
3.8%
Other values (10) 20
38.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 32
61.5%
Nonspacing Mark 10
 
19.2%
Decimal Number 8
 
15.4%
Space Separator 2
 
3.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ข 4
12.5%
อ 4
12.5%
ง 4
12.5%
ส 2
 
6.2%
ำ 2
 
6.2%
ค 2
 
6.2%
ล 2
 
6.2%
จ 2
 
6.2%
ห 2
 
6.2%
ว 2
 
6.2%
Other values (3) 6
18.8%
Nonspacing Mark
ValueCountFrequency (%)
ั 6
60.0%
้ 2
 
20.0%
ู 2
 
20.0%
Decimal Number
ValueCountFrequency (%)
5 3
37.5%
6 3
37.5%
2 2
25.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 42
80.8%
Common 10
 
19.2%

Most frequent character per script

Thai
ValueCountFrequency (%)
ั 6
14.3%
ข 4
 
9.5%
อ 4
 
9.5%
ง 4
 
9.5%
ส 2
 
4.8%
ำ 2
 
4.8%
ค 2
 
4.8%
ล 2
 
4.8%
้ 2
 
4.8%
ู 2
 
4.8%
Other values (6) 12
28.6%
Common
ValueCountFrequency (%)
5 3
30.0%
6 3
30.0%
2
20.0%
2 2
20.0%

Most occurring blocks

ValueCountFrequency (%)
Thai 42
80.8%
ASCII 10
 
19.2%

Most frequent character per block

Thai
ValueCountFrequency (%)
ั 6
14.3%
ข 4
 
9.5%
อ 4
 
9.5%
ง 4
 
9.5%
ส 2
 
4.8%
ำ 2
 
4.8%
ค 2
 
4.8%
ล 2
 
4.8%
้ 2
 
4.8%
ู 2
 
4.8%
Other values (6) 12
28.6%
ASCII
ValueCountFrequency (%)
5 3
30.0%
6 3
30.0%
2
20.0%
2 2
20.0%

ช่องทางเข้าถึง
Text

UNIQUE 

Distinct2
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size144.0 B
2026-08-19T07:47:05.913839image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length426
Median length327
Mean length327
Min length228

Characters and Unicode

Total characters654
Distinct characters29
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)100.0%

Sample

1st rowhttps://www.opdc.go.th/opdc-book/%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2565/#%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2565/1/
2nd rowhttps://www.opdc.go.th/opdc-book/%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2566/
ValueCountFrequency (%)
https://www.opdc.go.th/opdc-book/%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2565/#%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2565/1 1
50.0%
https://www.opdc.go.th/opdc-book/%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%aa%e0%b8%b3%e0%b8%84%e0%b8%b1%e0%b8%8d%e0%b8%82%e0%b8%ad%e0%b8%87%e0%b8%88%e0%b8%b1%e0%b8%87%e0%b8%ab%e0%b8%a7%e0%b8%b1%e0%b8%94-2566 1
50.0%
2026-08-19T07:47:08.622828image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
% 189
28.9%
8 87
13.3%
b 83
12.7%
0 63
 
9.6%
e 63
 
9.6%
a 24
 
3.7%
d 13
 
2.0%
1 13
 
2.0%
9 12
 
1.8%
/ 12
 
1.8%
Other values (19) 95
14.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 225
34.4%
Decimal Number 214
32.7%
Other Punctuation 210
32.1%
Dash Punctuation 5
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
b 83
36.9%
e 63
28.0%
a 24
 
10.7%
d 13
 
5.8%
o 10
 
4.4%
w 6
 
2.7%
t 6
 
2.7%
p 6
 
2.7%
c 4
 
1.8%
h 4
 
1.8%
Other values (3) 6
 
2.7%
Decimal Number
ValueCountFrequency (%)
8 87
40.7%
0 63
29.4%
1 13
 
6.1%
9 12
 
5.6%
2 9
 
4.2%
7 9
 
4.2%
5 8
 
3.7%
4 6
 
2.8%
6 4
 
1.9%
3 3
 
1.4%
Other Punctuation
ValueCountFrequency (%)
% 189
90.0%
/ 12
 
5.7%
. 6
 
2.9%
: 2
 
1.0%
# 1
 
0.5%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 429
65.6%
Latin 225
34.4%

Most frequent character per script

Common
ValueCountFrequency (%)
% 189
44.1%
8 87
20.3%
0 63
 
14.7%
1 13
 
3.0%
9 12
 
2.8%
/ 12
 
2.8%
2 9
 
2.1%
7 9
 
2.1%
5 8
 
1.9%
. 6
 
1.4%
Other values (6) 21
 
4.9%
Latin
ValueCountFrequency (%)
b 83
36.9%
e 63
28.0%
a 24
 
10.7%
d 13
 
5.8%
o 10
 
4.4%
w 6
 
2.7%
t 6
 
2.7%
p 6
 
2.7%
c 4
 
1.8%
h 4
 
1.8%
Other values (3) 6
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 654
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
% 189
28.9%
8 87
13.3%
b 83
12.7%
0 63
 
9.6%
e 63
 
9.6%
a 24
 
3.7%
d 13
 
2.0%
1 13
 
2.0%
9 12
 
1.8%
/ 12
 
1.8%
Other values (19) 95
14.5%