Overview

Dataset statistics

Number of variables5
Number of observations301
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.9 KiB
Average record size in memory40.4 B

Variable types

Text3
Categorical1
DateTime1

Dataset

Description전라남도 나주시에 소재하고 있는 여성기업에 대한 데이터입니다. 업체명, 주업종, 전화번호, 주소에 대한 정보를 제공하며 중소기업제품 공공구매 종합정보망(https://www.smpp.go.kr)에서 수집한 데이터입니다.
URLhttps://www.data.go.kr/data/15050377/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
업체명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 23:03:16.630732
Analysis finished2023-12-12 23:03:17.147563
Duration0.52 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업체명
Text

UNIQUE 

Distinct301
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2023-12-13T08:03:17.350553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length19
Mean length8.2757475
Min length2

Characters and Unicode

Total characters2491
Distinct characters363
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

Unique301 ?
Unique (%)100.0%

Sample

1st row로컬 콘텐츠 그룹 NAN
2nd row서아건축(주)
3rd row(주)대륙환경
4th row서우건설(주)
5th row한울기획
ValueCountFrequency (%)
주식회사 74
 
17.9%
농업회사법인 9
 
2.2%
유한회사 6
 
1.5%
체인지웹 2
 
0.5%
건축사사무소 2
 
0.5%
두승건설 1
 
0.2%
미강건축사사무소 1
 
0.2%
주)더드림글로벌 1
 
0.2%
한맥 1
 
0.2%
유현이엔씨 1
 
0.2%
Other values (315) 315
76.3%
2023-12-13T08:03:17.745334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 191
 
7.7%
사 133
 
5.3%
회 114
 
4.6%
114
 
4.6%
) 108
 
4.3%
( 108
 
4.3%
식 91
 
3.7%
이 71
 
2.9%
인 42
 
1.7%
스 39
 
1.6%
Other values (353) 1480
59.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2078
83.4%
Space Separator 114
 
4.6%
Close Punctuation 108
 
4.3%
Open Punctuation 108
 
4.3%
Lowercase Letter 44
 
1.8%
Uppercase Letter 27
 
1.1%
Other Punctuation 5
 
0.2%
Decimal Number 5
 
0.2%
Dash Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 191
 
9.2%
사 133
 
6.4%
회 114
 
5.5%
식 91
 
4.4%
이 71
 
3.4%
인 42
 
2.0%
스 39
 
1.9%
업 34
 
1.6%
리 31
 
1.5%
지 29
 
1.4%
Other values (309) 1303
62.7%
Lowercase Letter
ValueCountFrequency (%)
e 8
18.2%
s 5
11.4%
i 4
9.1%
a 4
9.1%
t 4
9.1%
n 3
 
6.8%
o 3
 
6.8%
c 2
 
4.5%
r 2
 
4.5%
l 2
 
4.5%
Other values (7) 7
15.9%
Uppercase Letter
ValueCountFrequency (%)
B 5
18.5%
S 3
11.1%
J 2
 
7.4%
D 2
 
7.4%
N 2
 
7.4%
H 2
 
7.4%
F 2
 
7.4%
W 1
 
3.7%
M 1
 
3.7%
Y 1
 
3.7%
Other values (6) 6
22.2%
Decimal Number
ValueCountFrequency (%)
7 2
40.0%
5 1
20.0%
0 1
20.0%
2 1
20.0%
Other Punctuation
ValueCountFrequency (%)
& 3
60.0%
＆ 1
 
20.0%
. 1
 
20.0%
Space Separator
ValueCountFrequency (%)
114
100.0%
Close Punctuation
ValueCountFrequency (%)
) 108
100.0%
Open Punctuation
ValueCountFrequency (%)
( 108
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2078
83.4%
Common 342
 
13.7%
Latin 71
 
2.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 191
 
9.2%
사 133
 
6.4%
회 114
 
5.5%
식 91
 
4.4%
이 71
 
3.4%
인 42
 
2.0%
스 39
 
1.9%
업 34
 
1.6%
리 31
 
1.5%
지 29
 
1.4%
Other values (309) 1303
62.7%
Latin
ValueCountFrequency (%)
e 8
 
11.3%
s 5
 
7.0%
B 5
 
7.0%
i 4
 
5.6%
a 4
 
5.6%
t 4
 
5.6%
n 3
 
4.2%
o 3
 
4.2%
S 3
 
4.2%
J 2
 
2.8%
Other values (23) 30
42.3%
Common
ValueCountFrequency (%)
114
33.3%
) 108
31.6%
( 108
31.6%
& 3
 
0.9%
7 2
 
0.6%
- 2
 
0.6%
＆ 1
 
0.3%
5 1
 
0.3%
0 1
 
0.3%
. 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2078
83.4%
ASCII 412
 
16.5%
None 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 191
 
9.2%
사 133
 
6.4%
회 114
 
5.5%
식 91
 
4.4%
이 71
 
3.4%
인 42
 
2.0%
스 39
 
1.9%
업 34
 
1.6%
리 31
 
1.5%
지 29
 
1.4%
Other values (309) 1303
62.7%
ASCII
ValueCountFrequency (%)
114
27.7%
) 108
26.2%
( 108
26.2%
e 8
 
1.9%
s 5
 
1.2%
B 5
 
1.2%
i 4
 
1.0%
a 4
 
1.0%
t 4
 
1.0%
n 3
 
0.7%
Other values (33) 49
11.9%
None
ValueCountFrequency (%)
＆ 1
100.0%

소재지
Text

Distinct296
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2023-12-13T08:03:17.967783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length42
Mean length28.225914
Min length15

Characters and Unicode

Total characters8496
Distinct characters247
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

Unique292 ?
Unique (%)97.0%

Sample

1st row전라남도 나주시 교육길 13F동 308호(빛가람동 스마트파크지식산업센터)
2nd row전라남도 나주시 한빛로 212층 203호(빛가람동)
3rd row전라남도 나주시 남평읍 지석로 828-76(우산리 406 408 410-1)
4th row전라남도 나주시 남평읍 남평향교길 79-7
5th row전라남도 나주시 상야4길 16-16106호(빛가람동 T.C.C복합타워)
ValueCountFrequency (%)
전라남도 301
 
19.1%
나주시 301
 
19.1%
빛가람동 37
 
2.3%
남평읍 28
 
1.8%
교육길 25
 
1.6%
동수농공단지길 23
 
1.5%
우정로 19
 
1.2%
빛가람로 19
 
1.2%
노안면 18
 
1.1%
그린로 18
 
1.1%
Other values (554) 790
50.0%
2023-12-13T08:03:18.357259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1291
 
15.2%
1 364
 
4.3%
남 358
 
4.2%
주 317
 
3.7%
도 315
 
3.7%
나 314
 
3.7%
시 310
 
3.6%
라 310
 
3.6%
전 306
 
3.6%
동 243
 
2.9%
Other values (237) 4368
51.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5137
60.5%
Decimal Number 1553
 
18.3%
Space Separator 1291
 
15.2%
Open Punctuation 173
 
2.0%
Close Punctuation 173
 
2.0%
Dash Punctuation 120
 
1.4%
Uppercase Letter 42
 
0.5%
Other Punctuation 5
 
0.1%
Lowercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 358
 
7.0%
주 317
 
6.2%
도 315
 
6.1%
나 314
 
6.1%
시 310
 
6.0%
라 310
 
6.0%
전 306
 
6.0%
동 243
 
4.7%
호 156
 
3.0%
로 153
 
3.0%
Other values (208) 2355
45.8%
Uppercase Letter
ValueCountFrequency (%)
D 10
23.8%
C 6
14.3%
B 5
11.9%
A 5
11.9%
E 3
 
7.1%
H 3
 
7.1%
L 3
 
7.1%
F 2
 
4.8%
S 2
 
4.8%
T 2
 
4.8%
Decimal Number
ValueCountFrequency (%)
1 364
23.4%
2 225
14.5%
3 200
12.9%
0 194
12.5%
5 129
 
8.3%
4 123
 
7.9%
6 91
 
5.9%
7 83
 
5.3%
9 73
 
4.7%
8 71
 
4.6%
Other Punctuation
ValueCountFrequency (%)
. 4
80.0%
/ 1
 
20.0%
Lowercase Letter
ValueCountFrequency (%)
d 1
50.0%
b 1
50.0%
Space Separator
ValueCountFrequency (%)
1291
100.0%
Open Punctuation
ValueCountFrequency (%)
( 173
100.0%
Close Punctuation
ValueCountFrequency (%)
) 173
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 120
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5137
60.5%
Common 3315
39.0%
Latin 44
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 358
 
7.0%
주 317
 
6.2%
도 315
 
6.1%
나 314
 
6.1%
시 310
 
6.0%
라 310
 
6.0%
전 306
 
6.0%
동 243
 
4.7%
호 156
 
3.0%
로 153
 
3.0%
Other values (208) 2355
45.8%
Common
ValueCountFrequency (%)
1291
38.9%
1 364
 
11.0%
2 225
 
6.8%
3 200
 
6.0%
0 194
 
5.9%
( 173
 
5.2%
) 173
 
5.2%
5 129
 
3.9%
4 123
 
3.7%
- 120
 
3.6%
Other values (6) 323
 
9.7%
Latin
ValueCountFrequency (%)
D 10
22.7%
C 6
13.6%
B 5
11.4%
A 5
11.4%
E 3
 
6.8%
H 3
 
6.8%
L 3
 
6.8%
F 2
 
4.5%
S 2
 
4.5%
T 2
 
4.5%
Other values (3) 3
 
6.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5137
60.5%
ASCII 3359
39.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1291
38.4%
1 364
 
10.8%
2 225
 
6.7%
3 200
 
6.0%
0 194
 
5.8%
( 173
 
5.2%
) 173
 
5.2%
5 129
 
3.8%
4 123
 
3.7%
- 120
 
3.6%
Other values (19) 367
 
10.9%
Hangul
ValueCountFrequency (%)
남 358
 
7.0%
주 317
 
6.2%
도 315
 
6.1%
나 314
 
6.1%
시 310
 
6.0%
라 310
 
6.0%
전 306
 
6.0%
동 243
 
4.7%
호 156
 
3.0%
로 153
 
3.0%
Other values (208) 2355
45.8%

주업종
Categorical

Distinct31
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
제조업
86 
도매 및 소매업
52 
건설업
42 
전문 과학 및 기술 서비스업
41 
정보통신업
16 
Other values (26)
64 

Length

Max length37
Median length34
Mean length8.0730897
Min length3

Unique

Unique14 ?
Unique (%)4.7%

Sample

1st row전문 과학 및 기술 서비스업
2nd row건설업
3rd row제조업
4th row건설업
5th row제조업

Common Values

ValueCountFrequency (%)
제조업 86
28.6%
도매 및 소매업 52
17.3%
건설업 42
14.0%
전문 과학 및 기술 서비스업 41
13.6%
정보통신업 16
 
5.3%
교육 서비스업 14
 
4.7%
사업시설 관리 사업 지원 및 임대 서비스업 8
 
2.7%
숙박 및 음식점업 5
 
1.7%
협회 및 단체 수리 및 기타 개인 서비스업 4
 
1.3%
예술 스포츠 및 여가관련 서비스업 3
 
1.0%
Other values (21) 30
 
10.0%

Length

2023-12-13T08:03:18.498764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
및 140
18.0%
제조업 86
11.1%
서비스업 76
9.8%
소매업 57
 
7.3%
도매 55
 
7.1%
과학 46
 
5.9%
기술 46
 
5.9%
전문 45
 
5.8%
건설업 42
 
5.4%
정보통신업 16
 
2.1%
Other values (47) 168
21.6%

전화번호
Text

Distinct297
Distinct (%)98.7%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
2023-12-13T08:03:18.745666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.302326
Min length12

Characters and Unicode

Total characters3703
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique293 ?
Unique (%)97.3%

Sample

1st row010-5116-502*
2nd row061-337-5886
3rd row061-373-1550
4th row062-529-9989
5th row070-4918-6731
ValueCountFrequency (%)
010-4134-551 2
 
0.7%
061-336-7723 2
 
0.7%
061-337-5886 2
 
0.7%
061-334-2588 2
 
0.7%
010-3089-110 1
 
0.3%
010-2629-087 1
 
0.3%
061-820-7558 1
 
0.3%
061-333-0003 1
 
0.3%
010-9497-926 1
 
0.3%
061-335-8862 1
 
0.3%
Other values (287) 287
95.3%
2023-12-13T08:03:19.159181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 602
16.3%
0 596
16.1%
3 544
14.7%
1 442
11.9%
6 387
10.5%
2 223
 
6.0%
7 198
 
5.3%
8 171
 
4.6%
9 163
 
4.4%
5 159
 
4.3%
Other values (2) 218
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3036
82.0%
Dash Punctuation 602
 
16.3%
Other Punctuation 65
 
1.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 596
19.6%
3 544
17.9%
1 442
14.6%
6 387
12.7%
2 223
 
7.3%
7 198
 
6.5%
8 171
 
5.6%
9 163
 
5.4%
5 159
 
5.2%
4 153
 
5.0%
Dash Punctuation
ValueCountFrequency (%)
- 602
100.0%
Other Punctuation
ValueCountFrequency (%)
* 65
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3703
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 602
16.3%
0 596
16.1%
3 544
14.7%
1 442
11.9%
6 387
10.5%
2 223
 
6.0%
7 198
 
5.3%
8 171
 
4.6%
9 163
 
4.4%
5 159
 
4.3%
Other values (2) 218
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3703
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 602
16.3%
0 596
16.1%
3 544
14.7%
1 442
11.9%
6 387
10.5%
2 223
 
6.0%
7 198
 
5.3%
8 171
 
4.6%
9 163
 
4.4%
5 159
 
4.3%
Other values (2) 218
 
5.9%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
Minimum2023-08-07 00:00:00
Maximum2023-08-07 00:00:00
2023-12-13T08:03:19.263431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:03:19.347062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Missing values

2023-12-13T08:03:16.997236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:03:17.105457image/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.

Sample

업체명소재지주업종전화번호데이터기준일자
0로컬 콘텐츠 그룹 NAN전라남도 나주시 교육길 13F동 308호(빛가람동 스마트파크지식산업센터)전문 과학 및 기술 서비스업010-5116-502*2023-08-07
1서아건축(주)전라남도 나주시 한빛로 212층 203호(빛가람동)건설업061-337-58862023-08-07
2(주)대륙환경전라남도 나주시 남평읍 지석로 828-76(우산리 406 408 410-1)제조업061-373-15502023-08-07
3서우건설(주)전라남도 나주시 남평읍 남평향교길 79-7건설업062-529-99892023-08-07
4한울기획전라남도 나주시 상야4길 16-16106호(빛가람동 T.C.C복합타워)제조업070-4918-67312023-08-07
5마실전라남도 나주시 금천면 촌곡신가길 153예술 스포츠 및 여가관련 서비스업070-8098-76402023-08-07
6뉴그린테크(주)전라남도 나주시 노안면 노안로 455-41제조업061-336-42222023-08-07
7농업회사법인주식회사 더혜랑인스타전라남도 나주시 동수농공단지길 30-5205호(동수동 식품산업연구센터)제조업070-8867-53672023-08-07
8천연테크놀러지전라남도 나주시 동수농공단지길 109(운곡동)제조업070-4940-41352023-08-07
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