Overview

Dataset statistics

Number of variables7
Number of observations36
Missing cells27
Missing cells (%)10.7%
Total size in memory2.1 KiB
Average record size in memory59.6 B

Variable types

Numeric1
Text6

Alerts

หน่วยงานเจ้าภาพหลัก has constant value ""Constant
หมายเหตุ has constant value ""Constant
หน่วยงานเจ้าภาพหลัก has 25 (69.4%) missing valuesMissing
หมายเหตุ has 2 (5.6%) missing valuesMissing
ลำดับ has unique valuesUnique

Reproduction

Analysis started2026-08-19 00:33:55.750675
Analysis finished2026-08-19 00:33:56.174140
Duration0.42 seconds
Software versionydata-profiling vv4.6.4
Download configurationconfig.json

Variables

ลำดับ
Real number (ℝ)

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.5
Minimum1
Maximum36
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size416.0 B
2026-08-19T07:33:56.404936image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.75
Q19.75
median18.5
Q327.25
95-th percentile34.25
Maximum36
Range35
Interquartile range (IQR)17.5

Descriptive statistics

Standard deviation10.53565375
Coefficient of variation (CV)0.5694947975
Kurtosis-1.2
Mean18.5
Median Absolute Deviation (MAD)9
Skewness0
Sum666
Variance111
MonotonicityStrictly increasing
2026-08-19T07:33:56.801460image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
1 1
 
2.8%
2 1
 
2.8%
21 1
 
2.8%
22 1
 
2.8%
23 1
 
2.8%
24 1
 
2.8%
25 1
 
2.8%
26 1
 
2.8%
27 1
 
2.8%
28 1
 
2.8%
Other values (26) 26
72.2%
ValueCountFrequency (%)
1 1
2.8%
2 1
2.8%
3 1
2.8%
4 1
2.8%
5 1
2.8%
ValueCountFrequency (%)
36 1
2.8%
35 1
2.8%
34 1
2.8%
33 1
2.8%
32 1
2.8%

Topic
Text

Distinct10
Distinct (%)27.8%
Missing0
Missing (%)0.0%
Memory size416.0 B
2026-08-19T07:33:57.330081image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length19
Median length18
Mean length16
Min length5

Characters and Unicode

Total characters576
Distinct characters32
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st rowBusiness Entry
2nd rowBusiness Entry
3rd rowBusiness Entry
4th rowBusiness Entry
5th rowBusiness Location
ValueCountFrequency (%)
business 12
17.9%
international 7
10.4%
trade 7
10.4%
service 7
10.4%
location 6
9.0%
entry 4
 
6.0%
utillity 4
 
6.0%
market 4
 
6.0%
compettition 4
 
6.0%
financial 3
 
4.5%
Other values (5) 9
13.4%
2026-08-19T07:33:58.287354image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
n 61
10.6%
i 59
10.2%
t 53
 
9.2%
e 52
 
9.0%
a 45
 
7.8%
s 40
 
6.9%
o 36
 
6.2%
35
 
6.1%
r 31
 
5.4%
l 21
 
3.6%
Other values (22) 143
24.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 474
82.3%
Uppercase Letter 67
 
11.6%
Space Separator 35
 
6.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
n 61
12.9%
i 59
12.4%
t 53
11.2%
e 52
11.0%
a 45
9.5%
s 40
8.4%
o 36
7.6%
r 31
6.5%
l 21
 
4.4%
c 18
 
3.8%
Other values (9) 58
12.2%
Uppercase Letter
ValueCountFrequency (%)
B 12
17.9%
T 10
14.9%
I 9
13.4%
L 8
11.9%
S 7
10.4%
E 4
 
6.0%
U 4
 
6.0%
M 4
 
6.0%
C 4
 
6.0%
F 3
 
4.5%
Other values (2) 2
 
3.0%
Space Separator
ValueCountFrequency (%)
35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 541
93.9%
Common 35
 
6.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
n 61
11.3%
i 59
10.9%
t 53
9.8%
e 52
9.6%
a 45
 
8.3%
s 40
 
7.4%
o 36
 
6.7%
r 31
 
5.7%
l 21
 
3.9%
c 18
 
3.3%
Other values (21) 125
23.1%
Common
ValueCountFrequency (%)
35
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 576
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
n 61
10.6%
i 59
10.2%
t 53
 
9.2%
e 52
 
9.0%
a 45
 
7.8%
s 40
 
6.9%
o 36
 
6.2%
35
 
6.1%
r 31
 
5.4%
l 21
 
3.6%
Other values (22) 143
24.8%

ด้าน
Text

Distinct10
Distinct (%)27.8%
Missing0
Missing (%)0.0%
Memory size416.0 B
2026-08-19T07:33:58.811088image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length21
Median length19
Mean length16.63888889
Min length6

Characters and Unicode

Total characters599
Distinct characters39
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st rowการเข้าสู่ธุรกิจ
2nd rowการเข้าสู่ธุรกิจ
3rd rowการเข้าสู่ธุรกิจ
4th rowการเข้าสู่ธุรกิจ
5th rowที่ตั้งธุรกิจ
ValueCountFrequency (%)
การค้าระหว่างประเทศ 7
19.4%
ที่ตั้งธุรกิจ 6
16.7%
การเข้าสู่ธุรกิจ 4
11.1%
บริการด้านสาธารณูปโภค 4
11.1%
การแข่งขันทางการตลาด 4
11.1%
บริการทางการเงิน 3
8.3%
การจัดเก็บภาษี 3
8.3%
แรงงาน 2
 
5.6%
การล้มละลายทางธุรกิจ 2
 
5.6%
การระงับข้อพิพาท 1
 
2.8%
2026-08-19T07:33:59.741734image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
า 86
 
14.4%
ร 75
 
12.5%
ก 50
 
8.3%
ง 34
 
5.7%
้ 24
 
4.0%
ท 23
 
3.8%
ิ 23
 
3.8%
่ 21
 
3.5%
เ 17
 
2.8%
ะ 17
 
2.8%
Other values (29) 229
38.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 483
80.6%
Nonspacing Mark 114
 
19.0%
Space Separator 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
า 86
17.8%
ร 75
15.5%
ก 50
 
10.4%
ง 34
 
7.0%
ท 23
 
4.8%
เ 17
 
3.5%
ะ 17
 
3.5%
ธ 16
 
3.3%
จ 15
 
3.1%
ข 13
 
2.7%
Other values (20) 137
28.4%
Nonspacing Mark
ValueCountFrequency (%)
้ 24
21.1%
ิ 23
20.2%
่ 21
18.4%
ั 14
12.3%
ุ 12
10.5%
ี 9
 
7.9%
ู 8
 
7.0%
็ 3
 
2.6%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 597
99.7%
Common 2
 
0.3%

Most frequent character per script

Thai
ValueCountFrequency (%)
า 86
 
14.4%
ร 75
 
12.6%
ก 50
 
8.4%
ง 34
 
5.7%
้ 24
 
4.0%
ท 23
 
3.9%
ิ 23
 
3.9%
่ 21
 
3.5%
เ 17
 
2.8%
ะ 17
 
2.8%
Other values (28) 227
38.0%
Common
ValueCountFrequency (%)
2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Thai 597
99.7%
ASCII 2
 
0.3%

Most frequent character per block

Thai
ValueCountFrequency (%)
า 86
 
14.4%
ร 75
 
12.6%
ก 50
 
8.4%
ง 34
 
5.7%
้ 24
 
4.0%
ท 23
 
3.9%
ิ 23
 
3.9%
่ 21
 
3.5%
เ 17
 
2.8%
ะ 17
 
2.8%
Other values (28) 227
38.0%
ASCII
ValueCountFrequency (%)
2
100.0%

วงจรธุรกิจ
Text

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size416.0 B
2026-08-19T07:34:00.194987image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.27777778
Min length9

Characters and Unicode

Total characters406
Distinct characters10
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowเปิดกิจการ
2nd rowเปิดกิจการ
3rd rowเปิดกิจการ
4th rowเปิดกิจการ
5th rowเปิดกิจการ
ValueCountFrequency (%)
ดำเนินกิจการ 24
66.7%
เปิดกิจการ 10
27.8%
ปิดกิจการ 2
 
5.6%
2026-08-19T07:34:00.989476image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
ิ 72
17.7%
ก 72
17.7%
น 48
11.8%
ด 36
8.9%
จ 36
8.9%
า 36
8.9%
ร 36
8.9%
เ 34
8.4%
ำ 24
 
5.9%
ป 12
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 334
82.3%
Nonspacing Mark 72
 
17.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ก 72
21.6%
น 48
14.4%
ด 36
10.8%
จ 36
10.8%
า 36
10.8%
ร 36
10.8%
เ 34
10.2%
ำ 24
 
7.2%
ป 12
 
3.6%
Nonspacing Mark
ValueCountFrequency (%)
ิ 72
100.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 406
100.0%

Most frequent character per script

Thai
ValueCountFrequency (%)
ิ 72
17.7%
ก 72
17.7%
น 48
11.8%
ด 36
8.9%
จ 36
8.9%
า 36
8.9%
ร 36
8.9%
เ 34
8.4%
ำ 24
 
5.9%
ป 12
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Thai 406
100.0%

Most frequent character per block

Thai
ValueCountFrequency (%)
ิ 72
17.7%
ก 72
17.7%
น 48
11.8%
ด 36
8.9%
จ 36
8.9%
า 36
8.9%
ร 36
8.9%
เ 34
8.4%
ำ 24
 
5.9%
ป 12
 
3.0%

หน่วยงานที่เกี่ยวข้อง
Text

Distinct30
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Memory size416.0 B
2026-08-19T07:34:01.683749image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length50
Median length34
Mean length22.41666667
Min length9

Characters and Unicode

Total characters807
Distinct characters49
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)72.2%

Sample

1st rowกรมพัฒนาธุรกิจการค้า
2nd rowกรมสรรพากร
3rd rowสำนักงานประกันสังคม
4th rowสำนักงานป้องกันและปราบปรามการฟอกเงิน
5th rowกรมที่ดิน
ValueCountFrequency (%)
กรมพัฒนาธุรกิจการค้า 3
 
6.8%
สำนักงานประกันสังคม 3
 
6.8%
จำกัด 3
 
6.8%
บริษัท 3
 
6.8%
สำนักงานศาลยุติธรรม 2
 
4.5%
กรมสรรพากร 2
 
4.5%
มหาชน 2
 
4.5%
การไฟ้ฟ้านครหลวง 1
 
2.3%
โทรคมนาคมแห่งชาติ 1
 
2.3%
การประปานครหลวง 1
 
2.3%
Other values (23) 23
52.3%
2026-08-19T07:34:02.735836image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
ร 90
 
11.2%
า 82
 
10.2%
ก 73
 
9.0%
น 53
 
6.6%
ง 44
 
5.5%
ั 44
 
5.5%
ม 38
 
4.7%
ค 24
 
3.0%
ส 23
 
2.9%
ิ 22
 
2.7%
Other values (39) 314
38.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 685
84.9%
Nonspacing Mark 108
 
13.4%
Space Separator 10
 
1.2%
Close Punctuation 2
 
0.2%
Open Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ร 90
13.1%
า 82
 
12.0%
ก 73
 
10.7%
น 53
 
7.7%
ง 44
 
6.4%
ม 38
 
5.5%
ค 24
 
3.5%
ส 23
 
3.4%
ท 20
 
2.9%
ะ 18
 
2.6%
Other values (27) 220
32.1%
Nonspacing Mark
ValueCountFrequency (%)
ั 44
40.7%
ิ 22
20.4%
้ 13
 
12.0%
่ 11
 
10.2%
ุ 9
 
8.3%
ี 3
 
2.8%
ื 3
 
2.8%
์ 2
 
1.9%
ู 1
 
0.9%
Space Separator
ValueCountFrequency (%)
10
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 793
98.3%
Common 14
 
1.7%

Most frequent character per script

Thai
ValueCountFrequency (%)
ร 90
 
11.3%
า 82
 
10.3%
ก 73
 
9.2%
น 53
 
6.7%
ง 44
 
5.5%
ั 44
 
5.5%
ม 38
 
4.8%
ค 24
 
3.0%
ส 23
 
2.9%
ิ 22
 
2.8%
Other values (36) 300
37.8%
Common
ValueCountFrequency (%)
10
71.4%
) 2
 
14.3%
( 2
 
14.3%

Most occurring blocks

ValueCountFrequency (%)
Thai 793
98.3%
ASCII 14
 
1.7%

Most frequent character per block

Thai
ValueCountFrequency (%)
ร 90
 
11.3%
า 82
 
10.3%
ก 73
 
9.2%
น 53
 
6.7%
ง 44
 
5.5%
ั 44
 
5.5%
ม 38
 
4.8%
ค 24
 
3.0%
ส 23
 
2.9%
ิ 22
 
2.8%
Other values (36) 300
37.8%
ASCII
ValueCountFrequency (%)
10
71.4%
) 2
 
14.3%
( 2
 
14.3%

หน่วยงานเจ้าภาพหลัก
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)9.1%
Missing25
Missing (%)69.4%
Memory size416.0 B
2026-08-19T07:34:03.225062image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length15
Median length15
Mean length15
Min length15

Characters and Unicode

Total characters165
Distinct characters12
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowหน่วยงานเจ้าภาพ
2nd rowหน่วยงานเจ้าภาพ
3rd rowหน่วยงานเจ้าภาพ
4th rowหน่วยงานเจ้าภาพ
5th rowหน่วยงานเจ้าภาพ
ValueCountFrequency (%)
หน่วยงานเจ้าภาพ 11
100.0%
2026-08-19T07:34:03.967693image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
า 33
20.0%
น 22
13.3%
ห 11
 
6.7%
่ 11
 
6.7%
ว 11
 
6.7%
ย 11
 
6.7%
ง 11
 
6.7%
เ 11
 
6.7%
จ 11
 
6.7%
้ 11
 
6.7%
Other values (2) 22
13.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 143
86.7%
Nonspacing Mark 22
 
13.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
า 33
23.1%
น 22
15.4%
ห 11
 
7.7%
ว 11
 
7.7%
ย 11
 
7.7%
ง 11
 
7.7%
เ 11
 
7.7%
จ 11
 
7.7%
ภ 11
 
7.7%
พ 11
 
7.7%
Nonspacing Mark
ValueCountFrequency (%)
่ 11
50.0%
้ 11
50.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 165
100.0%

Most frequent character per script

Thai
ValueCountFrequency (%)
า 33
20.0%
น 22
13.3%
ห 11
 
6.7%
่ 11
 
6.7%
ว 11
 
6.7%
ย 11
 
6.7%
ง 11
 
6.7%
เ 11
 
6.7%
จ 11
 
6.7%
้ 11
 
6.7%
Other values (2) 22
13.3%

Most occurring blocks

ValueCountFrequency (%)
Thai 165
100.0%

Most frequent character per block

Thai
ValueCountFrequency (%)
า 33
20.0%
น 22
13.3%
ห 11
 
6.7%
่ 11
 
6.7%
ว 11
 
6.7%
ย 11
 
6.7%
ง 11
 
6.7%
เ 11
 
6.7%
จ 11
 
6.7%
้ 11
 
6.7%
Other values (2) 22
13.3%

หมายเหตุ
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)2.9%
Missing2
Missing (%)5.6%
Memory size416.0 B
2026-08-19T07:34:04.611239image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Length

Max length21
Median length21
Mean length21
Min length21

Characters and Unicode

Total characters714
Distinct characters12
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowตามมติ ครม. 9 ก.ค. 67
2nd rowตามมติ ครม. 9 ก.ค. 67
3rd rowตามมติ ครม. 9 ก.ค. 67
4th rowตามมติ ครม. 9 ก.ค. 67
5th rowตามมติ ครม. 9 ก.ค. 67
ValueCountFrequency (%)
ตามมติ 34
20.0%
ครม 34
20.0%
9 34
20.0%
ก.ค 34
20.0%
67 34
20.0%
2026-08-19T07:34:05.419217image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
136
19.0%
ม 102
14.3%
. 102
14.3%
ต 68
9.5%
ค 68
9.5%
า 34
 
4.8%
ิ 34
 
4.8%
ร 34
 
4.8%
9 34
 
4.8%
ก 34
 
4.8%
Other values (2) 68
9.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 340
47.6%
Space Separator 136
 
19.0%
Other Punctuation 102
 
14.3%
Decimal Number 102
 
14.3%
Nonspacing Mark 34
 
4.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
ม 102
30.0%
ต 68
20.0%
ค 68
20.0%
า 34
 
10.0%
ร 34
 
10.0%
ก 34
 
10.0%
Decimal Number
ValueCountFrequency (%)
9 34
33.3%
6 34
33.3%
7 34
33.3%
Space Separator
ValueCountFrequency (%)
136
100.0%
Other Punctuation
ValueCountFrequency (%)
. 102
100.0%
Nonspacing Mark
ValueCountFrequency (%)
ิ 34
100.0%

Most occurring scripts

ValueCountFrequency (%)
Thai 374
52.4%
Common 340
47.6%

Most frequent character per script

Thai
ValueCountFrequency (%)
ม 102
27.3%
ต 68
18.2%
ค 68
18.2%
า 34
 
9.1%
ิ 34
 
9.1%
ร 34
 
9.1%
ก 34
 
9.1%
Common
ValueCountFrequency (%)
136
40.0%
. 102
30.0%
9 34
 
10.0%
6 34
 
10.0%
7 34
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Thai 374
52.4%
ASCII 340
47.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
136
40.0%
. 102
30.0%
9 34
 
10.0%
6 34
 
10.0%
7 34
 
10.0%
Thai
ValueCountFrequency (%)
ม 102
27.3%
ต 68
18.2%
ค 68
18.2%
า 34
 
9.1%
ิ 34
 
9.1%
ร 34
 
9.1%
ก 34
 
9.1%