Overview

Dataset statistics

Number of variables8
Number of observations604
Missing cells597
Missing cells (%)12.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory37.9 KiB
Average record size in memory64.2 B

Variable types

Text6
Categorical1
DateTime1

Dataset

Description충청남도 금산군의 제조업체의 관한 사항으로 회사명, 대표명, 회사 주소, 회사 번호, 팩스 번호 등 의 자료를 포함하고 있습니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=395&beforeMenuCd=DOM_000000201001001000&publicdatapk=15034906

Alerts

데이터기준일자 has constant value ""Constant
전화번호 has 128 (21.2%) missing valuesMissing
팩스번호 has 468 (77.5%) missing valuesMissing

Reproduction

Analysis started2024-01-09 22:58:20.794239
Analysis finished2024-01-09 22:58:21.749883
Duration0.96 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Distinct593
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
2024-01-10T07:58:21.877936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length17
Mean length7.3874172
Min length2

Characters and Unicode

Total characters4462
Distinct characters374
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique582 ?
Unique (%)96.4%

Sample

1st row(사)충청남도 장애인부모회 금산지회
2nd row(유)다함
3rd row(주)BDC
4th row(주)EG
5th row(주)갈산
ValueCountFrequency (%)
농업회사법인 15
 
2.3%
제2공장 10
 
1.5%
주)휴온스네이처 4
 
0.6%
영농조합법인 4
 
0.6%
금산공장 4
 
0.6%
중부대학교 3
 
0.5%
제1공장 3
 
0.5%
동아산업 2
 
0.3%
주)대한홍삼진흥공사 2
 
0.3%
금산지점 2
 
0.3%
Other values (592) 614
92.6%
2024-01-10T07:58:22.208040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
357
 
8.0%
( 350
 
7.8%
) 350
 
7.8%
137
 
3.1%
131
 
2.9%
102
 
2.3%
86
 
1.9%
71
 
1.6%
64
 
1.4%
62
 
1.4%
Other values (364) 2752
61.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3621
81.2%
Open Punctuation 350
 
7.8%
Close Punctuation 350
 
7.8%
Space Separator 59
 
1.3%
Decimal Number 27
 
0.6%
Other Symbol 26
 
0.6%
Uppercase Letter 26
 
0.6%
Other Punctuation 2
 
< 0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
357
 
9.9%
137
 
3.8%
131
 
3.6%
102
 
2.8%
86
 
2.4%
71
 
2.0%
64
 
1.8%
62
 
1.7%
60
 
1.7%
58
 
1.6%
Other values (340) 2493
68.8%
Uppercase Letter
ValueCountFrequency (%)
E 5
19.2%
G 3
11.5%
P 2
 
7.7%
I 2
 
7.7%
H 2
 
7.7%
T 2
 
7.7%
C 2
 
7.7%
B 2
 
7.7%
D 2
 
7.7%
A 1
 
3.8%
Other values (3) 3
11.5%
Decimal Number
ValueCountFrequency (%)
2 16
59.3%
8 4
 
14.8%
1 4
 
14.8%
9 2
 
7.4%
3 1
 
3.7%
Open Punctuation
ValueCountFrequency (%)
( 350
100.0%
Close Punctuation
ValueCountFrequency (%)
) 350
100.0%
Space Separator
ValueCountFrequency (%)
59
100.0%
Other Symbol
ValueCountFrequency (%)
26
100.0%
Other Punctuation
ValueCountFrequency (%)
& 2
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3647
81.7%
Common 789
 
17.7%
Latin 26
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
357
 
9.8%
137
 
3.8%
131
 
3.6%
102
 
2.8%
86
 
2.4%
71
 
1.9%
64
 
1.8%
62
 
1.7%
60
 
1.6%
58
 
1.6%
Other values (341) 2519
69.1%
Latin
ValueCountFrequency (%)
E 5
19.2%
G 3
11.5%
P 2
 
7.7%
I 2
 
7.7%
H 2
 
7.7%
T 2
 
7.7%
C 2
 
7.7%
B 2
 
7.7%
D 2
 
7.7%
A 1
 
3.8%
Other values (3) 3
11.5%
Common
ValueCountFrequency (%)
( 350
44.4%
) 350
44.4%
59
 
7.5%
2 16
 
2.0%
8 4
 
0.5%
1 4
 
0.5%
9 2
 
0.3%
& 2
 
0.3%
- 1
 
0.1%
3 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3621
81.2%
ASCII 815
 
18.3%
None 26
 
0.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
357
 
9.9%
137
 
3.8%
131
 
3.6%
102
 
2.8%
86
 
2.4%
71
 
2.0%
64
 
1.8%
62
 
1.7%
60
 
1.7%
58
 
1.6%
Other values (340) 2493
68.8%
ASCII
ValueCountFrequency (%)
( 350
42.9%
) 350
42.9%
59
 
7.2%
2 16
 
2.0%
E 5
 
0.6%
8 4
 
0.5%
1 4
 
0.5%
G 3
 
0.4%
9 2
 
0.2%
P 2
 
0.2%
Other values (13) 20
 
2.5%
None
ValueCountFrequency (%)
26
100.0%

주소
Text

Distinct568
Distinct (%)94.0%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
2024-01-10T07:58:22.482902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length47
Mean length26.360927
Min length15

Characters and Unicode

Total characters15922
Distinct characters287
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique540 ?
Unique (%)89.4%

Sample

1st row충청남도 금산군 금성면 금산로 2044, (마수리 204-3)
2nd row충청남도 금산군 금산읍 후곤천길 112, 103호
3rd row충청남도 금산군 추부면 신평공단1로 62
4th row충청남도 금산군 추부면 서대산로 459 (㈜EG)
5th row충청남도 금산군 복수면 복수공단길 37, (용진리 115-18) (풍국타올)
ValueCountFrequency (%)
충청남도 604
 
16.9%
금산군 604
 
16.9%
추부면 246
 
6.9%
복수면 146
 
4.1%
93
 
2.6%
금성면 63
 
1.8%
1필지 49
 
1.4%
추풍로 44
 
1.2%
군북면 42
 
1.2%
다복로 41
 
1.1%
Other values (828) 1645
46.0%
2024-01-10T07:58:22.886470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2977
18.7%
765
 
4.8%
749
 
4.7%
675
 
4.2%
633
 
4.0%
608
 
3.8%
607
 
3.8%
604
 
3.8%
581
 
3.6%
1 524
 
3.3%
Other values (277) 7199
45.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9599
60.3%
Space Separator 2977
 
18.7%
Decimal Number 2425
 
15.2%
Close Punctuation 254
 
1.6%
Open Punctuation 254
 
1.6%
Dash Punctuation 243
 
1.5%
Other Punctuation 121
 
0.8%
Uppercase Letter 28
 
0.2%
Other Symbol 21
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
765
 
8.0%
749
 
7.8%
675
 
7.0%
633
 
6.6%
608
 
6.3%
607
 
6.3%
604
 
6.3%
581
 
6.1%
328
 
3.4%
297
 
3.1%
Other values (247) 3752
39.1%
Uppercase Letter
ValueCountFrequency (%)
E 5
17.9%
C 4
14.3%
H 3
10.7%
R 3
10.7%
M 2
 
7.1%
B 2
 
7.1%
S 2
 
7.1%
T 2
 
7.1%
D 1
 
3.6%
I 1
 
3.6%
Other values (3) 3
10.7%
Decimal Number
ValueCountFrequency (%)
1 524
21.6%
2 361
14.9%
3 267
11.0%
4 227
9.4%
5 224
9.2%
0 203
 
8.4%
6 190
 
7.8%
7 151
 
6.2%
8 144
 
5.9%
9 134
 
5.5%
Other Punctuation
ValueCountFrequency (%)
, 120
99.2%
& 1
 
0.8%
Space Separator
ValueCountFrequency (%)
2977
100.0%
Close Punctuation
ValueCountFrequency (%)
) 254
100.0%
Open Punctuation
ValueCountFrequency (%)
( 254
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 243
100.0%
Other Symbol
ValueCountFrequency (%)
21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9620
60.4%
Common 6274
39.4%
Latin 28
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
765
 
8.0%
749
 
7.8%
675
 
7.0%
633
 
6.6%
608
 
6.3%
607
 
6.3%
604
 
6.3%
581
 
6.0%
328
 
3.4%
297
 
3.1%
Other values (248) 3773
39.2%
Common
ValueCountFrequency (%)
2977
47.4%
1 524
 
8.4%
2 361
 
5.8%
3 267
 
4.3%
) 254
 
4.0%
( 254
 
4.0%
- 243
 
3.9%
4 227
 
3.6%
5 224
 
3.6%
0 203
 
3.2%
Other values (6) 740
 
11.8%
Latin
ValueCountFrequency (%)
E 5
17.9%
C 4
14.3%
H 3
10.7%
R 3
10.7%
M 2
 
7.1%
B 2
 
7.1%
S 2
 
7.1%
T 2
 
7.1%
D 1
 
3.6%
I 1
 
3.6%
Other values (3) 3
10.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9599
60.3%
ASCII 6302
39.6%
None 21
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2977
47.2%
1 524
 
8.3%
2 361
 
5.7%
3 267
 
4.2%
) 254
 
4.0%
( 254
 
4.0%
- 243
 
3.9%
4 227
 
3.6%
5 224
 
3.6%
0 203
 
3.2%
Other values (19) 768
 
12.2%
Hangul
ValueCountFrequency (%)
765
 
8.0%
749
 
7.8%
675
 
7.0%
633
 
6.6%
608
 
6.3%
607
 
6.3%
604
 
6.3%
581
 
6.1%
328
 
3.4%
297
 
3.1%
Other values (247) 3752
39.1%
None
ValueCountFrequency (%)
21
100.0%

전화번호
Text

MISSING 

Distinct440
Distinct (%)92.4%
Missing128
Missing (%)21.2%
Memory size4.8 KiB
2024-01-10T07:58:23.127096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.002101
Min length9

Characters and Unicode

Total characters5713
Distinct characters11
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

Unique407 ?
Unique (%)85.5%

Sample

1st row041-753-7887
2nd row042-335-9092
3rd row041-751-6262
4th row041-750-7777
5th row070-7602-7895
ValueCountFrequency (%)
041-753-6981 4
 
0.8%
041-754-5421 3
 
0.6%
041-753-7685 2
 
0.4%
041-752-4160 2
 
0.4%
041-752-5583 2
 
0.4%
041-752-9992 2
 
0.4%
041-753-6913 2
 
0.4%
041-752-1750 2
 
0.4%
041-753-3366 2
 
0.4%
041-754-1551 2
 
0.4%
Other values (430) 453
95.2%
2024-01-10T07:58:23.476254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 947
16.6%
0 785
13.7%
1 777
13.6%
4 730
12.8%
5 618
10.8%
7 606
10.6%
3 344
 
6.0%
2 316
 
5.5%
8 222
 
3.9%
6 191
 
3.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4766
83.4%
Dash Punctuation 947
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 785
16.5%
1 777
16.3%
4 730
15.3%
5 618
13.0%
7 606
12.7%
3 344
7.2%
2 316
6.6%
8 222
 
4.7%
6 191
 
4.0%
9 177
 
3.7%
Dash Punctuation
ValueCountFrequency (%)
- 947
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 5713
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 947
16.6%
0 785
13.7%
1 777
13.6%
4 730
12.8%
5 618
10.8%
7 606
10.6%
3 344
 
6.0%
2 316
 
5.5%
8 222
 
3.9%
6 191
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5713
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 947
16.6%
0 785
13.7%
1 777
13.6%
4 730
12.8%
5 618
10.8%
7 606
10.6%
3 344
 
6.0%
2 316
 
5.5%
8 222
 
3.9%
6 191
 
3.3%

팩스번호
Text

MISSING 

Distinct131
Distinct (%)96.3%
Missing468
Missing (%)77.5%
Memory size4.8 KiB
2024-01-10T07:58:23.699506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.022059
Min length12

Characters and Unicode

Total characters1635
Distinct characters11
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

Unique127 ?
Unique (%)93.4%

Sample

1st row041-750-7739
2nd row050-5365-6284
3rd row041-753-9917
4th row041-753-2245
5th row041-751-2011
ValueCountFrequency (%)
041-753-6983 3
 
2.2%
041-751-2508 2
 
1.5%
041-753-4292 2
 
1.5%
041-751-8636 2
 
1.5%
041-754-2338 1
 
0.7%
041-751-5505 1
 
0.7%
041-751-4344 1
 
0.7%
041-752-9228 1
 
0.7%
041-753-6914 1
 
0.7%
041-752-0456 1
 
0.7%
Other values (121) 121
89.0%
2024-01-10T07:58:24.040541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 272
16.6%
4 209
12.8%
0 198
12.1%
1 193
11.8%
5 173
10.6%
7 170
10.4%
2 110
6.7%
3 100
 
6.1%
8 80
 
4.9%
6 69
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1363
83.4%
Dash Punctuation 272
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 209
15.3%
0 198
14.5%
1 193
14.2%
5 173
12.7%
7 170
12.5%
2 110
8.1%
3 100
7.3%
8 80
 
5.9%
6 69
 
5.1%
9 61
 
4.5%
Dash Punctuation
ValueCountFrequency (%)
- 272
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1635
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 272
16.6%
4 209
12.8%
0 198
12.1%
1 193
11.8%
5 173
10.6%
7 170
10.4%
2 110
6.7%
3 100
 
6.1%
8 80
 
4.9%
6 69
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1635
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 272
16.6%
4 209
12.8%
0 198
12.1%
1 193
11.8%
5 173
10.6%
7 170
10.4%
2 110
6.7%
3 100
 
6.1%
8 80
 
4.9%
6 69
 
4.2%

업종
Categorical

Distinct10
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
음식료
160 
기계
128 
석유 화학
113 
전기 전자
57 
목재 종이출판
41 
Other values (5)
105 

Length

Max length7
Median length6
Mean length3.8327815
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row목재 종이출판
2nd row전기 전자
3rd row철강
4th row석유 화학
5th row석유 화학

Common Values

ValueCountFrequency (%)
음식료 160
26.5%
기계 128
21.2%
석유 화학 113
18.7%
전기 전자 57
 
9.4%
목재 종이출판 41
 
6.8%
비금속 소재 31
 
5.1%
기타 29
 
4.8%
섬유 의복 24
 
4.0%
운송 장비 12
 
2.0%
철강 9
 
1.5%

Length

2024-01-10T07:58:24.169071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T07:58:24.275681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음식료 160
18.1%
기계 128
14.5%
석유 113
12.8%
화학 113
12.8%
전기 57
 
6.5%
전자 57
 
6.5%
목재 41
 
4.6%
종이출판 41
 
4.6%
비금속 31
 
3.5%
소재 31
 
3.5%
Other values (6) 110
12.5%
Distinct530
Distinct (%)87.9%
Missing1
Missing (%)0.2%
Memory size4.8 KiB
2024-01-10T07:58:24.515584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length46
Median length26
Mean length8.5140962
Min length1

Characters and Unicode

Total characters5134
Distinct characters472
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique485 ?
Unique (%)80.4%

Sample

1st row롤화장지
2nd rowCCTV 카메라, 간판, 영상기기
3rd row강관, 방송장비, 조명장치 등
4th row산화철
5th row우레탄 수지매트
ValueCountFrequency (%)
27
 
2.5%
홍삼액 22
 
2.0%
홍삼 13
 
1.2%
13
 
1.2%
플라스틱 12
 
1.1%
홍삼정과 8
 
0.7%
제품 6
 
0.6%
홍삼제품 6
 
0.6%
인삼제품 6
 
0.6%
알루미늄 6
 
0.6%
Other values (774) 971
89.1%
2024-01-10T07:58:24.877129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
491
 
9.6%
, 309
 
6.0%
137
 
2.7%
123
 
2.4%
104
 
2.0%
95
 
1.9%
86
 
1.7%
85
 
1.7%
76
 
1.5%
74
 
1.4%
Other values (462) 3554
69.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4126
80.4%
Space Separator 491
 
9.6%
Other Punctuation 322
 
6.3%
Uppercase Letter 104
 
2.0%
Close Punctuation 38
 
0.7%
Open Punctuation 38
 
0.7%
Lowercase Letter 8
 
0.2%
Dash Punctuation 5
 
0.1%
Decimal Number 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
137
 
3.3%
123
 
3.0%
104
 
2.5%
95
 
2.3%
86
 
2.1%
85
 
2.1%
76
 
1.8%
74
 
1.8%
66
 
1.6%
62
 
1.5%
Other values (431) 3218
78.0%
Uppercase Letter
ValueCountFrequency (%)
C 19
18.3%
P 15
14.4%
E 14
13.5%
V 11
10.6%
T 9
8.7%
D 7
 
6.7%
L 7
 
6.7%
H 6
 
5.8%
R 4
 
3.8%
M 3
 
2.9%
Other values (7) 9
8.7%
Lowercase Letter
ValueCountFrequency (%)
d 2
25.0%
r 1
12.5%
e 1
12.5%
c 1
12.5%
o 1
12.5%
l 1
12.5%
a 1
12.5%
Other Punctuation
ValueCountFrequency (%)
, 309
96.0%
. 13
 
4.0%
Space Separator
ValueCountFrequency (%)
491
100.0%
Close Punctuation
ValueCountFrequency (%)
) 38
100.0%
Open Punctuation
ValueCountFrequency (%)
( 38
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Decimal Number
ValueCountFrequency (%)
2 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4126
80.4%
Common 896
 
17.5%
Latin 112
 
2.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
137
 
3.3%
123
 
3.0%
104
 
2.5%
95
 
2.3%
86
 
2.1%
85
 
2.1%
76
 
1.8%
74
 
1.8%
66
 
1.6%
62
 
1.5%
Other values (431) 3218
78.0%
Latin
ValueCountFrequency (%)
C 19
17.0%
P 15
13.4%
E 14
12.5%
V 11
9.8%
T 9
8.0%
D 7
 
6.2%
L 7
 
6.2%
H 6
 
5.4%
R 4
 
3.6%
M 3
 
2.7%
Other values (14) 17
15.2%
Common
ValueCountFrequency (%)
491
54.8%
, 309
34.5%
) 38
 
4.2%
( 38
 
4.2%
. 13
 
1.5%
- 5
 
0.6%
2 2
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4126
80.4%
ASCII 1008
 
19.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
491
48.7%
, 309
30.7%
) 38
 
3.8%
( 38
 
3.8%
C 19
 
1.9%
P 15
 
1.5%
E 14
 
1.4%
. 13
 
1.3%
V 11
 
1.1%
T 9
 
0.9%
Other values (21) 51
 
5.1%
Hangul
ValueCountFrequency (%)
137
 
3.3%
123
 
3.0%
104
 
2.5%
95
 
2.3%
86
 
2.1%
85
 
2.1%
76
 
1.8%
74
 
1.8%
66
 
1.6%
62
 
1.5%
Other values (431) 3218
78.0%
Distinct558
Distinct (%)92.4%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
2024-01-10T07:58:25.218518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length3
Mean length3.1109272
Min length2

Characters and Unicode

Total characters1879
Distinct characters187
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

Unique518 ?
Unique (%)85.8%

Sample

1st row최성분
2nd row박성하
3rd row송운용
4th row박지만
5th row설진웅
ValueCountFrequency (%)
천청운 4
 
0.6%
이승현 3
 
0.5%
박종원 3
 
0.5%
박병달 3
 
0.5%
조성호 3
 
0.5%
정승필 2
 
0.3%
이수일 2
 
0.3%
고태훈 2
 
0.3%
권숙자 2
 
0.3%
김용경 2
 
0.3%
Other values (559) 590
95.8%
2024-01-10T07:58:25.673057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
125
 
6.7%
92
 
4.9%
71
 
3.8%
59
 
3.1%
45
 
2.4%
34
 
1.8%
33
 
1.8%
33
 
1.8%
31
 
1.6%
30
 
1.6%
Other values (177) 1326
70.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1850
98.5%
Other Punctuation 17
 
0.9%
Space Separator 12
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
125
 
6.8%
92
 
5.0%
71
 
3.8%
59
 
3.2%
45
 
2.4%
34
 
1.8%
33
 
1.8%
33
 
1.8%
31
 
1.7%
30
 
1.6%
Other values (175) 1297
70.1%
Other Punctuation
ValueCountFrequency (%)
, 17
100.0%
Space Separator
ValueCountFrequency (%)
12
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1850
98.5%
Common 29
 
1.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
125
 
6.8%
92
 
5.0%
71
 
3.8%
59
 
3.2%
45
 
2.4%
34
 
1.8%
33
 
1.8%
33
 
1.8%
31
 
1.7%
30
 
1.6%
Other values (175) 1297
70.1%
Common
ValueCountFrequency (%)
, 17
58.6%
12
41.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1850
98.5%
ASCII 29
 
1.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
125
 
6.8%
92
 
5.0%
71
 
3.8%
59
 
3.2%
45
 
2.4%
34
 
1.8%
33
 
1.8%
33
 
1.8%
31
 
1.7%
30
 
1.6%
Other values (175) 1297
70.1%
ASCII
ValueCountFrequency (%)
, 17
58.6%
12
41.4%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
Minimum2021-02-05 00:00:00
Maximum2021-02-05 00:00:00
2024-01-10T07:58:25.777090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T07:58:25.861167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Missing values

2024-01-10T07:58:21.506474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T07:58:21.613778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2024-01-10T07:58:21.702771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

회사명주소전화번호팩스번호업종생산품대표명데이터기준일자
0(사)충청남도 장애인부모회 금산지회충청남도 금산군 금성면 금산로 2044, (마수리 204-3)041-753-7887<NA>목재 종이출판롤화장지최성분2021-02-05
1(유)다함충청남도 금산군 금산읍 후곤천길 112, 103호042-335-9092<NA>전기 전자CCTV 카메라, 간판, 영상기기박성하2021-02-05
2(주)BDC충청남도 금산군 추부면 신평공단1로 62041-751-6262<NA>철강강관, 방송장비, 조명장치 등송운용2021-02-05
3(주)EG충청남도 금산군 추부면 서대산로 459 (㈜EG)041-750-7777041-750-7739석유 화학산화철박지만2021-02-05
4(주)갈산충청남도 금산군 복수면 복수공단길 37, (용진리 115-18) (풍국타올)070-7602-7895<NA>석유 화학우레탄 수지매트설진웅2021-02-05
5(주)건양전력충청남도 금산군 추부면 자부리 165-1번지<NA><NA>전기 전자배전(분전)반 케비넷, 태양광 발전장치김양은2021-02-05
6(주)고구려식품충청남도 금산군 추부면 서대산로 180041-753-6311<NA>음식료돈육손준호2021-02-05
7(주)광성화학충청남도 금산군 추부면 미삭길 20 외 1필지041-752-6000<NA>비금속 소재중질탄산칼슘김광래2021-02-05
8(주)광진산업충청남도 금산군 추부면 추풍로 146041-753-7302<NA>목재 종이출판냅킨, 화장지정진백2021-02-05
9(주)광진포장충청남도 금산군 복수면 다복동길 4041-752-9858<NA>목재 종이출판골판지박스석창희2021-02-05
회사명주소전화번호팩스번호업종생산품대표명데이터기준일자
594현영마스카충청남도 금산군 추부면 군북로 1236 (공장)041-754-5421<NA>석유 화학폐인트카바용.마스카오무영2021-02-05
595현창 I&D충청남도 금산군 복수면 복수공단길 64, (용진리 115-31) ((주)우리금풍)041-753-1310<NA>석유 화학인조대리석김현일2021-02-05
596호진산업충청남도 금산군 복수면 다복리 217번지<NA><NA>기계철재 및 철근가공품이은호2021-02-05
597홍도고려홍삼공사충청남도 금산군 남일면 홍도1길 83041-751-3307<NA>음식료홍삼액, 홍삼절편김호2021-02-05
598홍원바이오아그로충청남도 금산군 추부면 추풍로 344 (유원물류창고)<NA><NA>음식료동물사료및조제식품김정화2021-02-05
599효성산업충청남도 금산군 복수면 구례리 332-4번지 외 2필지<NA><NA>석유 화학PE 비닐이원우2021-02-05
600효성하나로(주)충청남도 금산군 추부면 동당말길 17041-752-9955<NA>철강프라이팬, 불판, 가스레인지김보민2021-02-05
601후드코리아충청남도 금산군 복수면 학평길 23-5042-0222-4551<NA>섬유 의복한약제엑기스, 배.사과과즙전문길2021-02-05
602흥농산업충청남도 금산군 금성면 뒷밭들길 12041-753-8906<NA>섬유 의복차광망김광임2021-02-05
603힐링파머스(주)충청남도 금산군 군북면 군북로 892061-755-9495<NA>전기 전자미생물배양기 진탕배양기 및 발효기김은영2021-02-05