Overview

Dataset statistics

Number of variables7
Number of observations555
Missing cells230
Missing cells (%)5.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory30.5 KiB
Average record size in memory56.2 B

Variable types

Text6
DateTime1

Dataset

Description전라남도 장성군 제조업 현황에 대한 데이터로 업체명, 대표자명, 전화번호, 팩스번호, 업종명, 소재지주소 등의 항목을 제공합니다.
Author전라남도 장성군
URLhttps://www.data.go.kr/data/15099830/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
전화번호 has 41 (7.4%) missing valuesMissing
팩스번호 has 189 (34.1%) missing valuesMissing
업체명 has unique valuesUnique

Reproduction

Analysis started2024-03-14 08:45:00.239783
Analysis finished2024-03-14 08:45:01.902983
Duration1.66 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업체명
Text

UNIQUE 

Distinct555
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size4.5 KiB
2024-03-14T17:45:02.592687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length17
Mean length7.8594595
Min length2

Characters and Unicode

Total characters4362
Distinct characters354
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

Unique555 ?
Unique (%)100.0%

Sample

1st row 에이스테크
2nd row(농)(주)장성주조
3rd row(유)보강금속
4th row(유)삼인정보
5th row(유)새한
ValueCountFrequency (%)
주식회사 72
 
10.8%
농업회사법인 15
 
2.3%
유한회사 6
 
0.9%
주)체리부로 2
 
0.3%
주)정신전자 2
 
0.3%
영농조합법인 2
 
0.3%
주)이노폼 2
 
0.3%
뉴서광(주 2
 
0.3%
송산제약(주 1
 
0.2%
서전엔지니어링(주 1
 
0.2%
Other values (560) 560
84.2%
2024-03-14T17:45:03.629874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
446
 
10.2%
( 373
 
8.6%
) 373
 
8.6%
150
 
3.4%
134
 
3.1%
121
 
2.8%
107
 
2.5%
93
 
2.1%
90
 
2.1%
85
 
1.9%
Other values (344) 2390
54.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3420
78.4%
Open Punctuation 373
 
8.6%
Close Punctuation 373
 
8.6%
Space Separator 150
 
3.4%
Uppercase Letter 28
 
0.6%
Lowercase Letter 10
 
0.2%
Decimal Number 5
 
0.1%
Dash Punctuation 2
 
< 0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
446
 
13.0%
134
 
3.9%
121
 
3.5%
107
 
3.1%
93
 
2.7%
90
 
2.6%
85
 
2.5%
71
 
2.1%
66
 
1.9%
61
 
1.8%
Other values (317) 2146
62.7%
Uppercase Letter
ValueCountFrequency (%)
E 4
14.3%
T 4
14.3%
K 3
10.7%
G 3
10.7%
N 3
10.7%
M 2
7.1%
S 2
7.1%
F 1
 
3.6%
J 1
 
3.6%
A 1
 
3.6%
Other values (4) 4
14.3%
Lowercase Letter
ValueCountFrequency (%)
e 4
40.0%
t 2
20.0%
s 1
 
10.0%
l 1
 
10.0%
r 1
 
10.0%
n 1
 
10.0%
Decimal Number
ValueCountFrequency (%)
2 4
80.0%
1 1
 
20.0%
Open Punctuation
ValueCountFrequency (%)
( 373
100.0%
Close Punctuation
ValueCountFrequency (%)
) 373
100.0%
Space Separator
ValueCountFrequency (%)
150
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3420
78.4%
Common 904
 
20.7%
Latin 38
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
446
 
13.0%
134
 
3.9%
121
 
3.5%
107
 
3.1%
93
 
2.7%
90
 
2.6%
85
 
2.5%
71
 
2.1%
66
 
1.9%
61
 
1.8%
Other values (317) 2146
62.7%
Latin
ValueCountFrequency (%)
E 4
 
10.5%
e 4
 
10.5%
T 4
 
10.5%
K 3
 
7.9%
G 3
 
7.9%
N 3
 
7.9%
t 2
 
5.3%
M 2
 
5.3%
S 2
 
5.3%
s 1
 
2.6%
Other values (10) 10
26.3%
Common
ValueCountFrequency (%)
( 373
41.3%
) 373
41.3%
150
16.6%
2 4
 
0.4%
- 2
 
0.2%
1 1
 
0.1%
& 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3420
78.4%
ASCII 942
 
21.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
446
 
13.0%
134
 
3.9%
121
 
3.5%
107
 
3.1%
93
 
2.7%
90
 
2.6%
85
 
2.5%
71
 
2.1%
66
 
1.9%
61
 
1.8%
Other values (317) 2146
62.7%
ASCII
ValueCountFrequency (%)
( 373
39.6%
) 373
39.6%
150
15.9%
E 4
 
0.4%
e 4
 
0.4%
T 4
 
0.4%
2 4
 
0.4%
K 3
 
0.3%
G 3
 
0.3%
N 3
 
0.3%
Other values (17) 21
 
2.2%
Distinct525
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size4.5 KiB
2024-03-14T17:45:04.849402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length3
Mean length3.3621622
Min length2

Characters and Unicode

Total characters1866
Distinct characters184
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

Unique498 ?
Unique (%)89.7%

Sample

1st row이경식
2nd row구정운
3rd row심상배
4th row김남석
5th row김원만
ValueCountFrequency (%)
조영우 3
 
0.5%
박상은 3
 
0.5%
김상설 3
 
0.5%
박철웅 3
 
0.5%
최범석 2
 
0.3%
최경관 2
 
0.3%
박진철 2
 
0.3%
구서종 2
 
0.3%
최재만 2
 
0.3%
김태균 2
 
0.3%
Other values (524) 548
95.8%
2024-03-14T17:45:06.639376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
126
 
6.8%
111
 
5.9%
67
 
3.6%
60
 
3.2%
59
 
3.2%
50
 
2.7%
43
 
2.3%
41
 
2.2%
35
 
1.9%
35
 
1.9%
Other values (174) 1239
66.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1730
92.7%
Space Separator 111
 
5.9%
Other Punctuation 23
 
1.2%
Decimal Number 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
126
 
7.3%
67
 
3.9%
60
 
3.5%
59
 
3.4%
50
 
2.9%
43
 
2.5%
41
 
2.4%
35
 
2.0%
35
 
2.0%
27
 
1.6%
Other values (170) 1187
68.6%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
111
100.0%
Other Punctuation
ValueCountFrequency (%)
, 23
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1730
92.7%
Common 136
 
7.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
126
 
7.3%
67
 
3.9%
60
 
3.5%
59
 
3.4%
50
 
2.9%
43
 
2.5%
41
 
2.4%
35
 
2.0%
35
 
2.0%
27
 
1.6%
Other values (170) 1187
68.6%
Common
ValueCountFrequency (%)
111
81.6%
, 23
 
16.9%
2 1
 
0.7%
1 1
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1730
92.7%
ASCII 136
 
7.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
126
 
7.3%
67
 
3.9%
60
 
3.5%
59
 
3.4%
50
 
2.9%
43
 
2.5%
41
 
2.4%
35
 
2.0%
35
 
2.0%
27
 
1.6%
Other values (170) 1187
68.6%
ASCII
ValueCountFrequency (%)
111
81.6%
, 23
 
16.9%
2 1
 
0.7%
1 1
 
0.7%

전화번호
Text

MISSING 

Distinct485
Distinct (%)94.4%
Missing41
Missing (%)7.4%
Memory size4.5 KiB
2024-03-14T17:45:07.617922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.036965
Min length9

Characters and Unicode

Total characters6187
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

Unique458 ?
Unique (%)89.1%

Sample

1st row061-392-2578
2nd row061-393-3315
3rd row062-714-2050
4th row062-951-5237
5th row061-394-9912
ValueCountFrequency (%)
061-394-8410 3
 
0.6%
061-392-2210 3
 
0.6%
062-511-5585 2
 
0.4%
061-392-9792 2
 
0.4%
062-956-9910 2
 
0.4%
061-393-0017 2
 
0.4%
061-394-4477 2
 
0.4%
061-392-7906 2
 
0.4%
061-394-6458 2
 
0.4%
062-412-2381 2
 
0.4%
Other values (475) 492
95.7%
2024-03-14T17:45:09.040111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 1027
16.6%
0 905
14.6%
3 707
11.4%
1 699
11.3%
6 684
11.1%
9 555
9.0%
2 453
7.3%
5 315
 
5.1%
7 311
 
5.0%
4 302
 
4.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 5160
83.4%
Dash Punctuation 1027
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 905
17.5%
3 707
13.7%
1 699
13.5%
6 684
13.3%
9 555
10.8%
2 453
8.8%
5 315
 
6.1%
7 311
 
6.0%
4 302
 
5.9%
8 229
 
4.4%
Dash Punctuation
ValueCountFrequency (%)
- 1027
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 6187
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 1027
16.6%
0 905
14.6%
3 707
11.4%
1 699
11.3%
6 684
11.1%
9 555
9.0%
2 453
7.3%
5 315
 
5.1%
7 311
 
5.0%
4 302
 
4.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6187
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 1027
16.6%
0 905
14.6%
3 707
11.4%
1 699
11.3%
6 684
11.1%
9 555
9.0%
2 453
7.3%
5 315
 
5.1%
7 311
 
5.0%
4 302
 
4.9%

팩스번호
Text

MISSING 

Distinct343
Distinct (%)93.7%
Missing189
Missing (%)34.1%
Memory size4.5 KiB
2024-03-14T17:45:10.011231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.046448
Min length11

Characters and Unicode

Total characters4409
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

Unique321 ?
Unique (%)87.7%

Sample

1st row061-392-2566
2nd row062-951-8456
3rd row061-394-9913
4th row061-392-1884
5th row061-394-8184
ValueCountFrequency (%)
061-394-8413 3
 
0.8%
061-395-9901 2
 
0.5%
061-393-0086 2
 
0.5%
061-393-3115 2
 
0.5%
061-394-3013 2
 
0.5%
062-511-5586 2
 
0.5%
061-393-0761 2
 
0.5%
061-394-3813 2
 
0.5%
061-392-9437 2
 
0.5%
061-393-6673 2
 
0.5%
Other values (333) 345
94.3%
2024-03-14T17:45:11.238389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 732
16.6%
0 600
13.6%
3 554
12.6%
6 490
11.1%
1 471
10.7%
9 427
9.7%
2 294
6.7%
7 236
 
5.4%
5 228
 
5.2%
4 208
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3677
83.4%
Dash Punctuation 732
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 600
16.3%
3 554
15.1%
6 490
13.3%
1 471
12.8%
9 427
11.6%
2 294
8.0%
7 236
 
6.4%
5 228
 
6.2%
4 208
 
5.7%
8 169
 
4.6%
Dash Punctuation
ValueCountFrequency (%)
- 732
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4409
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 732
16.6%
0 600
13.6%
3 554
12.6%
6 490
11.1%
1 471
10.7%
9 427
9.7%
2 294
6.7%
7 236
 
5.4%
5 228
 
5.2%
4 208
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4409
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 732
16.6%
0 600
13.6%
3 554
12.6%
6 490
11.1%
1 471
10.7%
9 427
9.7%
2 294
6.7%
7 236
 
5.4%
5 228
 
5.2%
4 208
 
4.7%
Distinct326
Distinct (%)58.7%
Missing0
Missing (%)0.0%
Memory size4.5 KiB
2024-03-14T17:45:12.533975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length27
Mean length18.452252
Min length6

Characters and Unicode

Total characters10241
Distinct characters265
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique221 ?
Unique (%)39.8%

Sample

1st row주형 및 금형 제조업
2nd row탁주 및 약주 제조업
3rd row금속류 해체 및 선별업 외 1 종
4th row유선 통신장비 제조업 외 4 종
5th row운송장비 조립용 플라스틱제품 제조업 외 1 종
ValueCountFrequency (%)
제조업 508
 
15.1%
350
 
10.4%
298
 
8.8%
251
 
7.5%
1 145
 
4.3%
기타 123
 
3.7%
금속 71
 
2.1%
52
 
1.5%
2 51
 
1.5%
3 37
 
1.1%
Other values (351) 1482
44.0%
2024-03-14T17:45:14.207399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2813
27.5%
683
 
6.7%
631
 
6.2%
596
 
5.8%
356
 
3.5%
328
 
3.2%
307
 
3.0%
251
 
2.5%
170
 
1.7%
169
 
1.7%
Other values (255) 3937
38.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7039
68.7%
Space Separator 2813
 
27.5%
Decimal Number 317
 
3.1%
Other Punctuation 60
 
0.6%
Open Punctuation 6
 
0.1%
Close Punctuation 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
683
 
9.7%
631
 
9.0%
596
 
8.5%
356
 
5.1%
328
 
4.7%
307
 
4.4%
251
 
3.6%
170
 
2.4%
169
 
2.4%
152
 
2.2%
Other values (240) 3396
48.2%
Decimal Number
ValueCountFrequency (%)
1 168
53.0%
2 56
 
17.7%
3 37
 
11.7%
4 20
 
6.3%
5 11
 
3.5%
6 8
 
2.5%
0 6
 
1.9%
7 5
 
1.6%
9 3
 
0.9%
8 3
 
0.9%
Other Punctuation
ValueCountFrequency (%)
, 57
95.0%
. 3
 
5.0%
Space Separator
ValueCountFrequency (%)
2813
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7039
68.7%
Common 3202
31.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
683
 
9.7%
631
 
9.0%
596
 
8.5%
356
 
5.1%
328
 
4.7%
307
 
4.4%
251
 
3.6%
170
 
2.4%
169
 
2.4%
152
 
2.2%
Other values (240) 3396
48.2%
Common
ValueCountFrequency (%)
2813
87.9%
1 168
 
5.2%
, 57
 
1.8%
2 56
 
1.7%
3 37
 
1.2%
4 20
 
0.6%
5 11
 
0.3%
6 8
 
0.2%
( 6
 
0.2%
) 6
 
0.2%
Other values (5) 20
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7030
68.6%
ASCII 3202
31.3%
Compat Jamo 9
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2813
87.9%
1 168
 
5.2%
, 57
 
1.8%
2 56
 
1.7%
3 37
 
1.2%
4 20
 
0.6%
5 11
 
0.3%
6 8
 
0.2%
( 6
 
0.2%
) 6
 
0.2%
Other values (5) 20
 
0.6%
Hangul
ValueCountFrequency (%)
683
 
9.7%
631
 
9.0%
596
 
8.5%
356
 
5.1%
328
 
4.7%
307
 
4.4%
251
 
3.6%
170
 
2.4%
169
 
2.4%
152
 
2.2%
Other values (239) 3387
48.2%
Compat Jamo
ValueCountFrequency (%)
9
100.0%
Distinct513
Distinct (%)92.4%
Missing0
Missing (%)0.0%
Memory size4.5 KiB
2024-03-14T17:45:15.127079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length71
Median length50
Mean length25.981982
Min length19

Characters and Unicode

Total characters14420
Distinct characters178
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique481 ?
Unique (%)86.7%

Sample

1st row전라남도 장성군 남면 삼태리 855-9 1동 오른쪽
2nd row전라남도 장성군 북일면 박산리 298번지
3rd row전라남도 장성군 황룡면 월평리 618-1번지
4th row전라남도 장성군 남면 삼태리 862-11번지 104호
5th row전라남도 장성군 삼서면 두월리 876-6번지
ValueCountFrequency (%)
전라남도 554
17.9%
장성군 554
17.9%
남면 129
 
4.2%
동화면 121
 
3.9%
삼태리 113
 
3.6%
황룡면 107
 
3.4%
진원면 75
 
2.4%
73
 
2.4%
산동리 64
 
2.1%
월평리 52
 
1.7%
Other values (623) 1260
40.6%
2024-03-14T17:45:16.237839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2547
 
17.7%
750
 
5.2%
616
 
4.3%
611
 
4.2%
575
 
4.0%
561
 
3.9%
560
 
3.9%
558
 
3.9%
558
 
3.9%
533
 
3.7%
Other values (168) 6551
45.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8780
60.9%
Space Separator 2547
 
17.7%
Decimal Number 2496
 
17.3%
Dash Punctuation 505
 
3.5%
Close Punctuation 37
 
0.3%
Open Punctuation 37
 
0.3%
Other Punctuation 10
 
0.1%
Uppercase Letter 8
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
750
 
8.5%
616
 
7.0%
611
 
7.0%
575
 
6.5%
561
 
6.4%
560
 
6.4%
558
 
6.4%
558
 
6.4%
533
 
6.1%
527
 
6.0%
Other values (149) 2931
33.4%
Decimal Number
ValueCountFrequency (%)
1 475
19.0%
0 304
12.2%
2 295
11.8%
8 294
11.8%
6 250
10.0%
3 249
10.0%
5 192
7.7%
7 155
 
6.2%
4 145
 
5.8%
9 137
 
5.5%
Uppercase Letter
ValueCountFrequency (%)
A 5
62.5%
C 1
 
12.5%
B 1
 
12.5%
K 1
 
12.5%
Space Separator
ValueCountFrequency (%)
2547
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 505
100.0%
Close Punctuation
ValueCountFrequency (%)
) 37
100.0%
Open Punctuation
ValueCountFrequency (%)
( 37
100.0%
Other Punctuation
ValueCountFrequency (%)
, 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8780
60.9%
Common 5632
39.1%
Latin 8
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
750
 
8.5%
616
 
7.0%
611
 
7.0%
575
 
6.5%
561
 
6.4%
560
 
6.4%
558
 
6.4%
558
 
6.4%
533
 
6.1%
527
 
6.0%
Other values (149) 2931
33.4%
Common
ValueCountFrequency (%)
2547
45.2%
- 505
 
9.0%
1 475
 
8.4%
0 304
 
5.4%
2 295
 
5.2%
8 294
 
5.2%
6 250
 
4.4%
3 249
 
4.4%
5 192
 
3.4%
7 155
 
2.8%
Other values (5) 366
 
6.5%
Latin
ValueCountFrequency (%)
A 5
62.5%
C 1
 
12.5%
B 1
 
12.5%
K 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8780
60.9%
ASCII 5640
39.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2547
45.2%
- 505
 
9.0%
1 475
 
8.4%
0 304
 
5.4%
2 295
 
5.2%
8 294
 
5.2%
6 250
 
4.4%
3 249
 
4.4%
5 192
 
3.4%
7 155
 
2.7%
Other values (9) 374
 
6.6%
Hangul
ValueCountFrequency (%)
750
 
8.5%
616
 
7.0%
611
 
7.0%
575
 
6.5%
561
 
6.4%
560
 
6.4%
558
 
6.4%
558
 
6.4%
533
 
6.1%
527
 
6.0%
Other values (149) 2931
33.4%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.5 KiB
Minimum2024-03-05 00:00:00
Maximum2024-03-05 00:00:00
2024-03-14T17:45:16.581423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T17:45:16.876842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Missing values

2024-03-14T17:45:01.220616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T17:45:01.660609image/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.
2024-03-14T17:45:01.823766image/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

업체명대표자전화번호팩스번호업종명소재지주소데이터기준일자
0에이스테크이경식<NA><NA>주형 및 금형 제조업전라남도 장성군 남면 삼태리 855-9 1동 오른쪽2024-03-05
1(농)(주)장성주조구정운061-392-2578061-392-2566탁주 및 약주 제조업전라남도 장성군 북일면 박산리 298번지2024-03-05
2(유)보강금속심상배061-393-3315<NA>금속류 해체 및 선별업 외 1 종전라남도 장성군 황룡면 월평리 618-1번지2024-03-05
3(유)삼인정보김남석062-714-2050<NA>유선 통신장비 제조업 외 4 종전라남도 장성군 남면 삼태리 862-11번지 104호2024-03-05
4(유)새한김원만062-951-5237062-951-8456운송장비 조립용 플라스틱제품 제조업 외 1 종전라남도 장성군 삼서면 두월리 876-6번지2024-03-05
5(유)에이아이테크최갑정061-394-9912061-394-9913도금, 착색 및 기타 표면처리강재 제조업전라남도 장성군 삼계면 발산리 195-13번지2024-03-05
6(유)엘케이어패럴이기화061-392-3377<NA>남자용 겉옷 제조업 외 5 종전라남도 장성군 장성읍 영천리 1106-17번지 2층2024-03-05
7(유)장성이엔티최성규061-392-1882061-392-1884아스팔트 콘크리트 및 혼합제품 제조업전라남도 장성군 동화면 동호리 198번지 외 2필지2024-03-05
8(유)제이티솔루션정조경062-714-1009<NA>유선 통신장비 제조업 외 2 종전라남도 장성군 남면 삼태리 862-11번지 임차기업2024-03-05
9(유)제일산업김영옥061-394-8181061-394-8184도장 및 기타 피막처리업 외 6 종전라남도 장성군 황룡면 월평리 617-7번지2024-03-05
업체명대표자전화번호팩스번호업종명소재지주소데이터기준일자
545한울F&T유지훈061-392-7523061-392-7524표면처리 및 적층 직물 제조업전라남도 장성군 삼계면 수옥리 20번지2024-03-05
546한일지엔코(주)심철우062-654-3010062-654-3013농업 및 임업용 기계 제조업전라남도 장성군 동화면 남산리 95-1번지2024-03-05
547한진기계(주)서경임062-525-0788062-522-4567산업용 송풍기 및 배기장치 제조업 외 1 종전라남도 장성군 황룡면 월평리 609-1번지 외 2필지2024-03-05
548해표산업(주)박제갑061-383-6601<NA>금속탱크 및 저장용기 제조업 외 11 종전라남도 장성군 남면 삼태리 855-6번지2024-03-05
549향기팜나은자 외 1명062-955-5693<NA>그 외 기타 식료품 제조업전라남도 장성군 진원면 산동리 830-1번지2024-03-05
550현대무역박아름061-394-4564061-394-4563혼성 및 재생 플라스틱 소재 물질 제조업전라남도 장성군 황룡면 황룡리 4-22번지2024-03-05
551현시스메틱(주)이상범061-373-9963061-373-9964배전반 및 전기 자동제어반 제조업 외 8 종전라남도 장성군 동화면 남평리 1063-3번지 (전자농공단지 내)2024-03-05
552화산기업홍정숙062-0955-3851062-955-3852플라스틱 선, 봉, 관 및 호스 제조업 외 4 종전라남도 장성군 동화면 구림리 200-5번지2024-03-05
553효성전기(주)조경욱061-392-8204061-392-7277변압기 제조업 외 1 종전라남도 장성군 삼계면 수옥리 29-72024-03-05
554흥양산업(주)장성공장배영철063-451-7065063-451-7067그 외 기타 분류 안된 금속 가공 제품 제조업 외 1 종전라남도 장성군 북이면 사거리 511번지 공장2024-03-05