Overview

Dataset statistics

Number of variables7
Number of observations1104
Missing cells269
Missing cells (%)3.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory61.6 KiB
Average record size in memory57.1 B

Variable types

Numeric1
Text5
DateTime1

Dataset

Description광주광역시 북구에 위치한 제조업공장현황의 업체명, 전화번호, 팩스번호, 사업소 도로명주소, 업종명의 항목을 공공데이터 포털에 제공합니다.
Author광주광역시 북구
URLhttps://www.data.go.kr/data/15040939/fileData.do

Alerts

데이터 기준일자 has constant value ""Constant
전화번호 has 71 (6.4%) missing valuesMissing
팩스번호 has 198 (17.9%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 10:22:11.114732
Analysis finished2023-12-12 10:22:12.453091
Duration1.34 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct1104
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean552.5
Minimum1
Maximum1104
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.8 KiB
2023-12-12T19:22:12.547539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile56.15
Q1276.75
median552.5
Q3828.25
95-th percentile1048.85
Maximum1104
Range1103
Interquartile range (IQR)551.5

Descriptive statistics

Standard deviation318.84165
Coefficient of variation (CV)0.57708897
Kurtosis-1.2
Mean552.5
Median Absolute Deviation (MAD)276
Skewness0
Sum609960
Variance101660
MonotonicityStrictly increasing
2023-12-12T19:22:12.725792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
736 1
 
0.1%
742 1
 
0.1%
741 1
 
0.1%
740 1
 
0.1%
739 1
 
0.1%
738 1
 
0.1%
737 1
 
0.1%
735 1
 
0.1%
727 1
 
0.1%
Other values (1094) 1094
99.1%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1104 1
0.1%
1103 1
0.1%
1102 1
0.1%
1101 1
0.1%
1100 1
0.1%
1099 1
0.1%
1098 1
0.1%
1097 1
0.1%
1096 1
0.1%
1095 1
0.1%

업체명
Text

Distinct1069
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
2023-12-12T19:22:12.997062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length15
Mean length7.1277174
Min length2

Characters and Unicode

Total characters7869
Distinct characters456
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1038 ?
Unique (%)94.0%

Sample

1st row(사)전남대학교출판문화원
2nd row(유)빅벨악기
3rd row(유)케이엘
4th row(유)태광공업
5th row(주) 산소와 생명
ValueCountFrequency (%)
주식회사 79
 
6.5%
유한회사 8
 
0.7%
광주지점 8
 
0.7%
주 5
 
0.4%
농업회사법인 4
 
0.3%
주)피피아이 3
 
0.2%
주)오이솔루션 3
 
0.2%
주)옵토닉스 3
 
0.2%
주)디에이치글로벌 3
 
0.2%
유)인터메디 2
 
0.2%
Other values (1074) 1104
90.3%
2023-12-12T19:22:13.458915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 766
 
9.7%
( 666
 
8.5%
) 666
 
8.5%
이 297
 
3.8%
스 207
 
2.6%
에 141
 
1.8%
122
 
1.6%
지 122
 
1.6%
사 120
 
1.5%
크 103
 
1.3%
Other values (446) 4659
59.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6255
79.5%
Open Punctuation 666
 
8.5%
Close Punctuation 666
 
8.5%
Space Separator 122
 
1.6%
Uppercase Letter 78
 
1.0%
Other Symbol 36
 
0.5%
Other Punctuation 19
 
0.2%
Lowercase Letter 16
 
0.2%
Decimal Number 7
 
0.1%
Connector Punctuation 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 766
 
12.2%
이 297
 
4.7%
스 207
 
3.3%
에 141
 
2.3%
지 122
 
2.0%
사 120
 
1.9%
크 103
 
1.6%
회 103
 
1.6%
식 100
 
1.6%
테 93
 
1.5%
Other values (405) 4203
67.2%
Uppercase Letter
ValueCountFrequency (%)
E 12
15.4%
N 12
15.4%
G 11
14.1%
C 8
10.3%
D 5
6.4%
M 5
6.4%
S 4
 
5.1%
H 3
 
3.8%
B 3
 
3.8%
A 3
 
3.8%
Other values (10) 12
15.4%
Lowercase Letter
ValueCountFrequency (%)
o 3
18.8%
r 2
12.5%
a 2
12.5%
t 2
12.5%
y 1
 
6.2%
e 1
 
6.2%
n 1
 
6.2%
i 1
 
6.2%
p 1
 
6.2%
f 1
 
6.2%
Decimal Number
ValueCountFrequency (%)
2 4
57.1%
1 2
28.6%
4 1
 
14.3%
Other Punctuation
ValueCountFrequency (%)
. 17
89.5%
& 2
 
10.5%
Open Punctuation
ValueCountFrequency (%)
( 666
100.0%
Close Punctuation
ValueCountFrequency (%)
) 666
100.0%
Space Separator
ValueCountFrequency (%)
122
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 36
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6291
79.9%
Common 1484
 
18.9%
Latin 94
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 766
 
12.2%
이 297
 
4.7%
스 207
 
3.3%
에 141
 
2.2%
지 122
 
1.9%
사 120
 
1.9%
크 103
 
1.6%
회 103
 
1.6%
식 100
 
1.6%
테 93
 
1.5%
Other values (406) 4239
67.4%
Latin
ValueCountFrequency (%)
E 12
12.8%
N 12
12.8%
G 11
 
11.7%
C 8
 
8.5%
D 5
 
5.3%
M 5
 
5.3%
S 4
 
4.3%
H 3
 
3.2%
B 3
 
3.2%
A 3
 
3.2%
Other values (21) 28
29.8%
Common
ValueCountFrequency (%)
( 666
44.9%
) 666
44.9%
122
 
8.2%
. 17
 
1.1%
_ 4
 
0.3%
2 4
 
0.3%
1 2
 
0.1%
& 2
 
0.1%
4 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6255
79.5%
ASCII 1578
 
20.1%
None 36
 
0.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 766
 
12.2%
이 297
 
4.7%
스 207
 
3.3%
에 141
 
2.3%
지 122
 
2.0%
사 120
 
1.9%
크 103
 
1.6%
회 103
 
1.6%
식 100
 
1.6%
테 93
 
1.5%
Other values (405) 4203
67.2%
ASCII
ValueCountFrequency (%)
( 666
42.2%
) 666
42.2%
122
 
7.7%
. 17
 
1.1%
E 12
 
0.8%
N 12
 
0.8%
G 11
 
0.7%
C 8
 
0.5%
D 5
 
0.3%
M 5
 
0.3%
Other values (30) 54
 
3.4%
None
ValueCountFrequency (%)
㈜ 36
100.0%

전화번호
Text

MISSING 

Distinct950
Distinct (%)92.0%
Missing71
Missing (%)6.4%
Memory size8.8 KiB
2023-12-12T19:22:13.763316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.007744
Min length9

Characters and Unicode

Total characters12404
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

Unique883 ?
Unique (%)85.5%

Sample

1st row062-530-0573
2nd row062-227-1000
3rd row062-572-2070
4th row062-513-2420
5th row062-265-0129
ValueCountFrequency (%)
062-251-2711 8
 
0.8%
062-972-2133 3
 
0.3%
062-951-0790 3
 
0.3%
062-972-0116 3
 
0.3%
062-265-0129 3
 
0.3%
062-959-8440 3
 
0.3%
062-973-1260 3
 
0.3%
062-571-4955 3
 
0.3%
062-971-9891 3
 
0.3%
062-955-2166 3
 
0.3%
Other values (940) 998
96.6%
2023-12-12T19:22:14.236341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 2053
16.6%
2 1796
14.5%
0 1777
14.3%
6 1551
12.5%
7 975
7.9%
5 973
7.8%
1 873
7.0%
9 768
 
6.2%
3 640
 
5.2%
4 546
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10351
83.4%
Dash Punctuation 2053
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 1796
17.4%
0 1777
17.2%
6 1551
15.0%
7 975
9.4%
5 973
9.4%
1 873
8.4%
9 768
7.4%
3 640
 
6.2%
4 546
 
5.3%
8 452
 
4.4%
Dash Punctuation
ValueCountFrequency (%)
- 2053
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 12404
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 2053
16.6%
2 1796
14.5%
0 1777
14.3%
6 1551
12.5%
7 975
7.9%
5 973
7.8%
1 873
7.0%
9 768
 
6.2%
3 640
 
5.2%
4 546
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12404
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 2053
16.6%
2 1796
14.5%
0 1777
14.3%
6 1551
12.5%
7 975
7.9%
5 973
7.8%
1 873
7.0%
9 768
 
6.2%
3 640
 
5.2%
4 546
 
4.4%

팩스번호
Text

MISSING 

Distinct818
Distinct (%)90.3%
Missing198
Missing (%)17.9%
Memory size8.8 KiB
2023-12-12T19:22:14.581188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.039735
Min length11

Characters and Unicode

Total characters10908
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

Unique746 ?
Unique (%)82.3%

Sample

1st row062-530-0579
2nd row062-365-6114
3rd row062-511-3070
4th row062-513-2422
5th row062-265-5970
ValueCountFrequency (%)
062-251-2811 8
 
0.9%
062-971-9893 4
 
0.4%
062-959-8399 3
 
0.3%
062-972-0117 3
 
0.3%
062-951-0792 3
 
0.3%
062-265-5970 3
 
0.3%
062-960-5258 3
 
0.3%
062-955-2167 3
 
0.3%
062-972-2137 3
 
0.3%
062-973-1261 3
 
0.3%
Other values (808) 870
96.0%
2023-12-12T19:22:15.054559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 1812
16.6%
2 1598
14.6%
0 1461
13.4%
6 1382
12.7%
5 839
7.7%
7 782
7.2%
9 762
7.0%
1 667
 
6.1%
3 652
 
6.0%
4 520
 
4.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 9096
83.4%
Dash Punctuation 1812
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 1598
17.6%
0 1461
16.1%
6 1382
15.2%
5 839
9.2%
7 782
8.6%
9 762
8.4%
1 667
7.3%
3 652
7.2%
4 520
 
5.7%
8 433
 
4.8%
Dash Punctuation
ValueCountFrequency (%)
- 1812
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10908
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 1812
16.6%
2 1598
14.6%
0 1461
13.4%
6 1382
12.7%
5 839
7.7%
7 782
7.2%
9 762
7.0%
1 667
 
6.1%
3 652
 
6.0%
4 520
 
4.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10908
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 1812
16.6%
2 1598
14.6%
0 1461
13.4%
6 1382
12.7%
5 839
7.7%
7 782
7.2%
9 762
7.0%
1 667
 
6.1%
3 652
 
6.0%
4 520
 
4.8%

사업소 도로명 주소
Text

Distinct1016
Distinct (%)92.0%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
2023-12-12T19:22:15.399336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length77
Median length60
Mean length29.076993
Min length6

Characters and Unicode

Total characters32101
Distinct characters286
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique942 ?
Unique (%)85.3%

Sample

1st row광주광역시 북구 용봉로 77 (용봉동 전남대학교)
2nd row광주광역시 북구 서암대로 168-1 2+3+4층 (신안동)
3rd row광주광역시 북구 하서로672번길 50 (용전동)
4th row광주광역시 북구 동배마을길 13 (동림동)
5th row광주광역시 북구 새터마을길 32 (오치동) (오치동)
ValueCountFrequency (%)
광주광역시 1000
 
16.2%
북구 1000
 
16.2%
월출동 281
 
4.6%
대촌동 191
 
3.1%
첨단과기로 108
 
1.8%
연제동 101
 
1.6%
외 83
 
1.3%
333 75
 
1.2%
동림동 74
 
1.2%
1필지 62
 
1.0%
Other values (1122) 3184
51.7%
2023-12-12T19:22:15.982970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5058
 
15.8%
광 2059
 
6.4%
동 1354
 
4.2%
주 1102
 
3.4%
1 1084
 
3.4%
시 1027
 
3.2%
) 1027
 
3.2%
( 1027
 
3.2%
북 1008
 
3.1%
로 1004
 
3.1%
Other values (276) 16351
50.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18866
58.8%
Decimal Number 5566
 
17.3%
Space Separator 5058
 
15.8%
Close Punctuation 1030
 
3.2%
Open Punctuation 1030
 
3.2%
Dash Punctuation 357
 
1.1%
Uppercase Letter 114
 
0.4%
Math Symbol 73
 
0.2%
Other Punctuation 4
 
< 0.1%
Lowercase Letter 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 2059
 
10.9%
동 1354
 
7.2%
주 1102
 
5.8%
시 1027
 
5.4%
북 1008
 
5.3%
로 1004
 
5.3%
구 1002
 
5.3%
역 1000
 
5.3%
번 551
 
2.9%
단 539
 
2.9%
Other values (238) 8220
43.6%
Uppercase Letter
ValueCountFrequency (%)
B 46
40.4%
A 26
22.8%
F 12
 
10.5%
D 10
 
8.8%
M 4
 
3.5%
E 2
 
1.8%
I 2
 
1.8%
P 2
 
1.8%
Y 2
 
1.8%
C 2
 
1.8%
Other values (5) 6
 
5.3%
Decimal Number
ValueCountFrequency (%)
1 1084
19.5%
3 913
16.4%
2 889
16.0%
0 621
11.2%
6 382
 
6.9%
7 375
 
6.7%
8 367
 
6.6%
5 343
 
6.2%
4 339
 
6.1%
9 253
 
4.5%
Lowercase Letter
ValueCountFrequency (%)
g 1
33.3%
h 1
33.3%
c 1
33.3%
Close Punctuation
ValueCountFrequency (%)
) 1027
99.7%
] 3
 
0.3%
Open Punctuation
ValueCountFrequency (%)
( 1027
99.7%
[ 3
 
0.3%
Math Symbol
ValueCountFrequency (%)
+ 64
87.7%
~ 9
 
12.3%
Other Punctuation
ValueCountFrequency (%)
. 3
75.0%
& 1
 
25.0%
Space Separator
ValueCountFrequency (%)
5058
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 357
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18866
58.8%
Common 13118
40.9%
Latin 117
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 2059
 
10.9%
동 1354
 
7.2%
주 1102
 
5.8%
시 1027
 
5.4%
북 1008
 
5.3%
로 1004
 
5.3%
구 1002
 
5.3%
역 1000
 
5.3%
번 551
 
2.9%
단 539
 
2.9%
Other values (238) 8220
43.6%
Common
ValueCountFrequency (%)
5058
38.6%
1 1084
 
8.3%
) 1027
 
7.8%
( 1027
 
7.8%
3 913
 
7.0%
2 889
 
6.8%
0 621
 
4.7%
6 382
 
2.9%
7 375
 
2.9%
8 367
 
2.8%
Other values (10) 1375
 
10.5%
Latin
ValueCountFrequency (%)
B 46
39.3%
A 26
22.2%
F 12
 
10.3%
D 10
 
8.5%
M 4
 
3.4%
E 2
 
1.7%
I 2
 
1.7%
P 2
 
1.7%
Y 2
 
1.7%
C 2
 
1.7%
Other values (8) 9
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18866
58.8%
ASCII 13235
41.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5058
38.2%
1 1084
 
8.2%
) 1027
 
7.8%
( 1027
 
7.8%
3 913
 
6.9%
2 889
 
6.7%
0 621
 
4.7%
6 382
 
2.9%
7 375
 
2.8%
8 367
 
2.8%
Other values (28) 1492
 
11.3%
Hangul
ValueCountFrequency (%)
광 2059
 
10.9%
동 1354
 
7.2%
주 1102
 
5.8%
시 1027
 
5.4%
북 1008
 
5.3%
로 1004
 
5.3%
구 1002
 
5.3%
역 1000
 
5.3%
번 551
 
2.9%
단 539
 
2.9%
Other values (238) 8220
43.6%

업종명
Text

Distinct436
Distinct (%)39.5%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
2023-12-12T19:22:16.355440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length28
Mean length15.612319
Min length2

Characters and Unicode

Total characters17236
Distinct characters303
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique290 ?
Unique (%)26.3%

Sample

1st row기타 인쇄업 외 1 종
2nd row기타 악기 제조업
3rd row금속선 가공제품 제조업 외 3 종
4th row농업 및 임업용 기계 제조업 외 1 종
5th row문구용 종이제품 제조업
ValueCountFrequency (%)
제조업 962
17.8%
외 489
 
9.0%
및 457
 
8.4%
종 390
 
7.2%
1 216
 
4.0%
기타 191
 
3.5%
전기 129
 
2.4%
그 98
 
1.8%
금속 87
 
1.6%
2 86
 
1.6%
Other values (418) 2313
42.7%
2023-12-12T19:22:16.908579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4314
25.0%
제 1201
 
7.0%
조 1140
 
6.6%
업 1047
 
6.1%
기 768
 
4.5%
외 531
 
3.1%
및 459
 
2.7%
종 393
 
2.3%
전 359
 
2.1%
장 357
 
2.1%
Other values (293) 6667
38.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12378
71.8%
Space Separator 4314
 
25.0%
Decimal Number 402
 
2.3%
Math Symbol 123
 
0.7%
Open Punctuation 8
 
< 0.1%
Close Punctuation 8
 
< 0.1%
Uppercase Letter 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
제 1201
 
9.7%
조 1140
 
9.2%
업 1047
 
8.5%
기 768
 
6.2%
외 531
 
4.3%
및 459
 
3.7%
종 393
 
3.2%
전 359
 
2.9%
장 357
 
2.9%
용 300
 
2.4%
Other values (277) 5823
47.0%
Decimal Number
ValueCountFrequency (%)
1 227
56.5%
2 87
 
21.6%
3 35
 
8.7%
4 23
 
5.7%
5 14
 
3.5%
6 6
 
1.5%
8 4
 
1.0%
9 3
 
0.7%
7 3
 
0.7%
Uppercase Letter
ValueCountFrequency (%)
D 1
33.3%
I 1
33.3%
Y 1
33.3%
Space Separator
ValueCountFrequency (%)
4314
100.0%
Math Symbol
ValueCountFrequency (%)
+ 123
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12378
71.8%
Common 4855
 
28.2%
Latin 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
제 1201
 
9.7%
조 1140
 
9.2%
업 1047
 
8.5%
기 768
 
6.2%
외 531
 
4.3%
및 459
 
3.7%
종 393
 
3.2%
전 359
 
2.9%
장 357
 
2.9%
용 300
 
2.4%
Other values (277) 5823
47.0%
Common
ValueCountFrequency (%)
4314
88.9%
1 227
 
4.7%
+ 123
 
2.5%
2 87
 
1.8%
3 35
 
0.7%
4 23
 
0.5%
5 14
 
0.3%
( 8
 
0.2%
) 8
 
0.2%
6 6
 
0.1%
Other values (3) 10
 
0.2%
Latin
ValueCountFrequency (%)
D 1
33.3%
I 1
33.3%
Y 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12373
71.8%
ASCII 4858
 
28.2%
Compat Jamo 5
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4314
88.8%
1 227
 
4.7%
+ 123
 
2.5%
2 87
 
1.8%
3 35
 
0.7%
4 23
 
0.5%
5 14
 
0.3%
( 8
 
0.2%
) 8
 
0.2%
6 6
 
0.1%
Other values (6) 13
 
0.3%
Hangul
ValueCountFrequency (%)
제 1201
 
9.7%
조 1140
 
9.2%
업 1047
 
8.5%
기 768
 
6.2%
외 531
 
4.3%
및 459
 
3.7%
종 393
 
3.2%
전 359
 
2.9%
장 357
 
2.9%
용 300
 
2.4%
Other values (276) 5818
47.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 5
100.0%

데이터 기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
Minimum2023-10-13 00:00:00
Maximum2023-10-13 00:00:00
2023-12-12T19:22:17.024135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:22:17.127754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T19:22:12.024961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T19:22:12.145620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:22:12.278351image/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.
2023-12-12T19:22:12.388974image/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

순번업체명전화번호팩스번호사업소 도로명 주소업종명데이터 기준일자
01(사)전남대학교출판문화원062-530-0573062-530-0579광주광역시 북구 용봉로 77 (용봉동 전남대학교)기타 인쇄업 외 1 종2023-10-13
12(유)빅벨악기062-227-1000062-365-6114광주광역시 북구 서암대로 168-1 2+3+4층 (신안동)기타 악기 제조업2023-10-13
23(유)케이엘062-572-2070062-511-3070광주광역시 북구 하서로672번길 50 (용전동)금속선 가공제품 제조업 외 3 종2023-10-13
34(유)태광공업062-513-2420062-513-2422광주광역시 북구 동배마을길 13 (동림동)농업 및 임업용 기계 제조업 외 1 종2023-10-13
45(주) 산소와 생명062-265-0129062-265-5970광주광역시 북구 새터마을길 32 (오치동) (오치동)문구용 종이제품 제조업2023-10-13
56(주) 엘에스 에어테크062-719-4287062-719-4288광주광역시 북구 하남대로 537 (동림동 933-13) (동림동)산업용 난방보일러 및 방열기 제조업2023-10-13
67(주) 탑공구철물062-526-2609062-523-2609광주광역시 북구 죽봉대로 205 (운암동)농업 및 임업용 기계 제조업2023-10-13
78(주)건영바이오텍062-576-1245062-266-3080광주광역시 북구 용전마을길 23-9 (용전동)건강보조용 액화식품 제조업2023-10-13
89(주)경일062-526-6259062-528-8809광주광역시 북구 하서로 396 경일빌딩 6층 601호 (양산동)배전반 및 전기 자동제어반 제조업2023-10-13
910(주)고려용접재료062-512-7191062-527-6978광주광역시 북구 하남대로 778-1 (운암동)그 외 기타 전기장비 제조업2023-10-13
순번업체명전화번호팩스번호사업소 도로명 주소업종명데이터 기준일자
10941095현대로오텍(주)062-972-4491062-972-8863광주광역시 북구 첨단벤처소로62번길 20-7 (월출동 현대로오텍)배전반 및 전기 자동제어반 제조업 외 2 종2023-10-13
10951096현대이엔티(주)062-972-4491062-972-8863광주광역시 북구 첨단연신로 340 (연제동)배전반 및 전기 자동제어반 제조업2023-10-13
10961097현우<NA><NA>광주광역시 북구 첨단벤처소로62번길 8 (월출동)산업처리공정 제어장비 제조업2023-10-13
10971098홍교폴리테크(주)062-974-9700062-974-9701광주광역시 북구 첨단벤처소로 51 A동 2층 208호 (월출동 전남과학대창업보육센터)합성수지 및 기타 플라스틱 물질 제조업2023-10-13
10981099화인엔지니어링<NA><NA>광주광역시 북구 첨단벤처소로62번길 19 (월출동 주성정밀)주형 및 금형 제조업2023-10-13
10991100효성기전062-572-0891062-572-0892광주광역시 북구 첨단벤처소로62번길 20-6 (월출동)배전반 및 전기 자동제어반 제조업2023-10-13
11001101효원<NA>062-974-1578광주광역시 북구 첨단과기로208번길 43-10 11층 1109 (오룡동) 첨단지식산업센터 1109호그 외 기타 전기장비 제조업2023-10-13
11011102훈네트(주)<NA>062-973-4405광주광역시 북구 첨단연신로288번길 12 (연제동 1012+1012-1) (연제동)유선 통신장비 제조업2023-10-13
11021103휴먼테크062-970-3081<NA>광주광역시 북구 삼소로270번길 25 전남대학교병원 융합의료기기 산업지원센터 114호 (월출동)그 외 기타 의료용 기기 제조업2023-10-13
11031104휴테크엘이디(유)062-972-8751062-972-9695광주광역시 북구 첨단과기로 333 (대촌동) 광주테크노파크 시험생산동 201호+210호+307-1호유선 통신장비 제조업 외 1 종2023-10-13