Overview

Dataset statistics

Number of variables4
Number of observations2166
Missing cells3
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory67.8 KiB
Average record size in memory32.1 B

Variable types

Text3
Categorical1

Dataset

Description스마트공장 보급기술 및 역량을 보유한 기업의 업체명, 주소, 대표자, 공급기업 주소, 전문분야 등 공급기업 세부 정보 항목을 제공합니다.
Author중소기업기술정보진흥원
URLhttps://www.data.go.kr/data/15038895/fileData.do

Alerts

전문분야 등 세부정보 has constant value ""Constant

Reproduction

Analysis started2024-01-06 12:48:49.281870
Analysis finished2024-01-06 12:48:51.522328
Duration2.24 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

회사명
Text

Distinct2156
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Memory size17.1 KiB
2024-01-06T12:48:51.912852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length19
Mean length7.9939982
Min length2

Characters and Unicode

Total characters17315
Distinct characters553
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

Unique2146 ?
Unique (%)99.1%

Sample

1st row(주)나라정보시스템
2nd row(주)하이텍정보시스템
3rd row(주)조인트리
4th row(주)아프로
5th row(주)비엠티
ValueCountFrequency (%)
주식회사 465
 
17.2%
주 15
 
0.6%
유한회사 5
 
0.2%
제이솔루션 3
 
0.1%
코리아 3
 
0.1%
시스템 3
 
0.1%
주)나라정보시스템 2
 
0.1%
스마트 2
 
0.1%
유한책임회사 2
 
0.1%
주)블루비즈 2
 
0.1%
Other values (2187) 2202
81.4%
2024-01-06T12:48:53.386360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 1610
 
9.3%
) 1092
 
6.3%
( 1088
 
6.3%
이 849
 
4.9%
스 829
 
4.8%
사 578
 
3.3%
회 550
 
3.2%
식 544
 
3.1%
539
 
3.1%
에 424
 
2.4%
Other values (543) 9212
53.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14265
82.4%
Close Punctuation 1092
 
6.3%
Open Punctuation 1088
 
6.3%
Space Separator 539
 
3.1%
Uppercase Letter 176
 
1.0%
Lowercase Letter 133
 
0.8%
Other Punctuation 10
 
0.1%
Decimal Number 8
 
< 0.1%
Dash Punctuation 3
 
< 0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 1610
 
11.3%
이 849
 
6.0%
스 829
 
5.8%
사 578
 
4.1%
회 550
 
3.9%
식 544
 
3.8%
에 424
 
3.0%
아 385
 
2.7%
트 318
 
2.2%
프 239
 
1.7%
Other values (484) 7939
55.7%
Uppercase Letter
ValueCountFrequency (%)
S 24
13.6%
A 15
 
8.5%
I 15
 
8.5%
N 12
 
6.8%
T 12
 
6.8%
C 11
 
6.2%
L 10
 
5.7%
D 9
 
5.1%
O 9
 
5.1%
E 9
 
5.1%
Other values (14) 50
28.4%
Lowercase Letter
ValueCountFrequency (%)
e 14
10.5%
o 13
 
9.8%
t 12
 
9.0%
n 12
 
9.0%
i 11
 
8.3%
s 10
 
7.5%
a 10
 
7.5%
r 7
 
5.3%
g 5
 
3.8%
c 5
 
3.8%
Other values (12) 34
25.6%
Decimal Number
ValueCountFrequency (%)
3 2
25.0%
1 2
25.0%
4 2
25.0%
2 1
12.5%
6 1
12.5%
Other Punctuation
ValueCountFrequency (%)
& 4
40.0%
. 3
30.0%
, 3
30.0%
Close Punctuation
ValueCountFrequency (%)
) 1092
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1088
100.0%
Space Separator
ValueCountFrequency (%)
539
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14266
82.4%
Common 2740
 
15.8%
Latin 309
 
1.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 1610
 
11.3%
이 849
 
6.0%
스 829
 
5.8%
사 578
 
4.1%
회 550
 
3.9%
식 544
 
3.8%
에 424
 
3.0%
아 385
 
2.7%
트 318
 
2.2%
프 239
 
1.7%
Other values (485) 7940
55.7%
Latin
ValueCountFrequency (%)
S 24
 
7.8%
A 15
 
4.9%
I 15
 
4.9%
e 14
 
4.5%
o 13
 
4.2%
N 12
 
3.9%
t 12
 
3.9%
n 12
 
3.9%
T 12
 
3.9%
C 11
 
3.6%
Other values (36) 169
54.7%
Common
ValueCountFrequency (%)
) 1092
39.9%
( 1088
39.7%
539
19.7%
& 4
 
0.1%
. 3
 
0.1%
, 3
 
0.1%
- 3
 
0.1%
3 2
 
0.1%
1 2
 
0.1%
4 2
 
0.1%
Other values (2) 2
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14265
82.4%
ASCII 3049
 
17.6%
None 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 1610
 
11.3%
이 849
 
6.0%
스 829
 
5.8%
사 578
 
4.1%
회 550
 
3.9%
식 544
 
3.8%
에 424
 
3.0%
아 385
 
2.7%
트 318
 
2.2%
프 239
 
1.7%
Other values (484) 7939
55.7%
ASCII
ValueCountFrequency (%)
) 1092
35.8%
( 1088
35.7%
539
17.7%
S 24
 
0.8%
A 15
 
0.5%
I 15
 
0.5%
e 14
 
0.5%
o 13
 
0.4%
N 12
 
0.4%
t 12
 
0.4%
Other values (48) 225
 
7.4%
None
ValueCountFrequency (%)
㈜ 1
100.0%

대표자명
Text

Distinct2041
Distinct (%)94.4%
Missing3
Missing (%)0.1%
Memory size17.1 KiB
2024-01-06T12:48:54.664417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length3
Mean length3.147018
Min length2

Characters and Unicode

Total characters6807
Distinct characters269
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1934 ?
Unique (%)89.4%

Sample

1st row신상민
2nd row윤태준
3rd row김흥중
4th row최광석
5th row윤종찬
ValueCountFrequency (%)
박준호 5
 
0.2%
김주영 4
 
0.2%
김영기 3
 
0.1%
김태훈 3
 
0.1%
정 3
 
0.1%
정태영 3
 
0.1%
최동준 3
 
0.1%
김현우 3
 
0.1%
김영주 3
 
0.1%
정성욱 3
 
0.1%
Other values (2075) 2192
98.5%
2024-01-06T12:48:56.378362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 443
 
6.5%
이 345
 
5.1%
정 224
 
3.3%
박 193
 
2.8%
영 178
 
2.6%
성 147
 
2.2%
진 134
 
2.0%
호 131
 
1.9%
최 123
 
1.8%
수 122
 
1.8%
Other values (259) 4767
70.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6642
97.6%
Space Separator 70
 
1.0%
Other Punctuation 53
 
0.8%
Uppercase Letter 39
 
0.6%
Decimal Number 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 443
 
6.7%
이 345
 
5.2%
정 224
 
3.4%
박 193
 
2.9%
영 178
 
2.7%
성 147
 
2.2%
진 134
 
2.0%
호 131
 
2.0%
최 123
 
1.9%
수 122
 
1.8%
Other values (234) 4602
69.3%
Uppercase Letter
ValueCountFrequency (%)
A 5
12.8%
O 5
12.8%
Y 3
 
7.7%
K 3
 
7.7%
M 3
 
7.7%
I 3
 
7.7%
S 2
 
5.1%
L 2
 
5.1%
E 2
 
5.1%
T 2
 
5.1%
Other values (9) 9
23.1%
Other Punctuation
ValueCountFrequency (%)
, 51
96.2%
/ 1
 
1.9%
. 1
 
1.9%
Decimal Number
ValueCountFrequency (%)
1 2
66.7%
3 1
33.3%
Space Separator
ValueCountFrequency (%)
70
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6642
97.6%
Common 126
 
1.9%
Latin 39
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 443
 
6.7%
이 345
 
5.2%
정 224
 
3.4%
박 193
 
2.9%
영 178
 
2.7%
성 147
 
2.2%
진 134
 
2.0%
호 131
 
2.0%
최 123
 
1.9%
수 122
 
1.8%
Other values (234) 4602
69.3%
Latin
ValueCountFrequency (%)
A 5
12.8%
O 5
12.8%
Y 3
 
7.7%
K 3
 
7.7%
M 3
 
7.7%
I 3
 
7.7%
S 2
 
5.1%
L 2
 
5.1%
E 2
 
5.1%
T 2
 
5.1%
Other values (9) 9
23.1%
Common
ValueCountFrequency (%)
70
55.6%
, 51
40.5%
1 2
 
1.6%
3 1
 
0.8%
/ 1
 
0.8%
. 1
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6642
97.6%
ASCII 165
 
2.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 443
 
6.7%
이 345
 
5.2%
정 224
 
3.4%
박 193
 
2.9%
영 178
 
2.7%
성 147
 
2.2%
진 134
 
2.0%
호 131
 
2.0%
최 123
 
1.9%
수 122
 
1.8%
Other values (234) 4602
69.3%
ASCII
ValueCountFrequency (%)
70
42.4%
, 51
30.9%
A 5
 
3.0%
O 5
 
3.0%
Y 3
 
1.8%
K 3
 
1.8%
M 3
 
1.8%
I 3
 
1.8%
S 2
 
1.2%
1 2
 
1.2%
Other values (15) 18
 
10.9%

주소
Text

Distinct2158
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Memory size17.1 KiB
2024-01-06T12:48:57.372638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length89
Median length55
Mean length35.17036
Min length15

Characters and Unicode

Total characters76179
Distinct characters578
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2150 ?
Unique (%)99.3%

Sample

1st row충북 청주시 서원구 1순환로 1059, 119호(분평동 더스타일)
2nd row부산광역시 사상구 모라로 22 (모라동) 부산벤처타워 1110호
3rd row광주광역시 광산구 상무대로 287 (소촌동) 3층 조인트리
4th row광주광역시 북구 서하로 87-5, 301호(매곡동,지안빌딩)
5th row부산광역시 기장군 장안읍 신소재산단2로 17
ValueCountFrequency (%)
서울특별시 659
 
4.6%
경기도 475
 
3.3%
금천구 189
 
1.3%
경상남도 179
 
1.2%
부산광역시 163
 
1.1%
대구광역시 126
 
0.9%
가산동 120
 
0.8%
창원시 118
 
0.8%
강남구 93
 
0.6%
성남시 93
 
0.6%
Other values (5032) 12227
84.7%
2024-01-06T12:48:59.064419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
12338
 
16.2%
1 3003
 
3.9%
동 2707
 
3.6%
시 2258
 
3.0%
로 2185
 
2.9%
구 2145
 
2.8%
( 2078
 
2.7%
) 2076
 
2.7%
2 1896
 
2.5%
0 1717
 
2.3%
Other values (568) 43776
57.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 44150
58.0%
Decimal Number 13495
 
17.7%
Space Separator 12338
 
16.2%
Open Punctuation 2078
 
2.7%
Close Punctuation 2076
 
2.7%
Other Punctuation 835
 
1.1%
Uppercase Letter 656
 
0.9%
Dash Punctuation 432
 
0.6%
Lowercase Letter 78
 
0.1%
Math Symbol 39
 
0.1%
Other values (2) 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 2707
 
6.1%
시 2258
 
5.1%
로 2185
 
4.9%
구 2145
 
4.9%
호 1367
 
3.1%
산 1233
 
2.8%
서 1121
 
2.5%
도 996
 
2.3%
대 889
 
2.0%
길 855
 
1.9%
Other values (502) 28394
64.3%
Uppercase Letter
ValueCountFrequency (%)
B 113
17.2%
A 87
13.3%
S 62
9.5%
I 51
 
7.8%
T 50
 
7.6%
K 47
 
7.2%
C 45
 
6.9%
D 27
 
4.1%
F 23
 
3.5%
E 22
 
3.4%
Other values (15) 129
19.7%
Lowercase Letter
ValueCountFrequency (%)
e 16
20.5%
k 9
11.5%
t 8
10.3%
r 7
9.0%
i 7
9.0%
n 6
 
7.7%
w 4
 
5.1%
s 4
 
5.1%
o 4
 
5.1%
y 3
 
3.8%
Other values (6) 10
12.8%
Decimal Number
ValueCountFrequency (%)
1 3003
22.3%
2 1896
14.0%
0 1717
12.7%
3 1454
10.8%
4 1155
 
8.6%
5 1093
 
8.1%
6 953
 
7.1%
7 841
 
6.2%
8 712
 
5.3%
9 671
 
5.0%
Other Punctuation
ValueCountFrequency (%)
, 803
96.2%
/ 12
 
1.4%
& 10
 
1.2%
· 4
 
0.5%
. 4
 
0.5%
? 2
 
0.2%
Math Symbol
ValueCountFrequency (%)
~ 37
94.9%
+ 1
 
2.6%
∼ 1
 
2.6%
Space Separator
ValueCountFrequency (%)
12338
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2078
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2076
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 432
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%
Letter Number
ValueCountFrequency (%)
Ⅰ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 44151
58.0%
Common 31293
41.1%
Latin 735
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 2707
 
6.1%
시 2258
 
5.1%
로 2185
 
4.9%
구 2145
 
4.9%
호 1367
 
3.1%
산 1233
 
2.8%
서 1121
 
2.5%
도 996
 
2.3%
대 889
 
2.0%
길 855
 
1.9%
Other values (503) 28395
64.3%
Latin
ValueCountFrequency (%)
B 113
15.4%
A 87
11.8%
S 62
 
8.4%
I 51
 
6.9%
T 50
 
6.8%
K 47
 
6.4%
C 45
 
6.1%
D 27
 
3.7%
F 23
 
3.1%
E 22
 
3.0%
Other values (32) 208
28.3%
Common
ValueCountFrequency (%)
12338
39.4%
1 3003
 
9.6%
( 2078
 
6.6%
) 2076
 
6.6%
2 1896
 
6.1%
0 1717
 
5.5%
3 1454
 
4.6%
4 1155
 
3.7%
5 1093
 
3.5%
6 953
 
3.0%
Other values (13) 3530
 
11.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 44149
58.0%
ASCII 32022
42.0%
None 5
 
< 0.1%
Compat Jamo 1
 
< 0.1%
Math Operators 1
 
< 0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
12338
38.5%
1 3003
 
9.4%
( 2078
 
6.5%
) 2076
 
6.5%
2 1896
 
5.9%
0 1717
 
5.4%
3 1454
 
4.5%
4 1155
 
3.6%
5 1093
 
3.4%
6 953
 
3.0%
Other values (52) 4259
 
13.3%
Hangul
ValueCountFrequency (%)
동 2707
 
6.1%
시 2258
 
5.1%
로 2185
 
4.9%
구 2145
 
4.9%
호 1367
 
3.1%
산 1233
 
2.8%
서 1121
 
2.5%
도 996
 
2.3%
대 889
 
2.0%
길 855
 
1.9%
Other values (501) 28393
64.3%
None
ValueCountFrequency (%)
· 4
80.0%
㈜ 1
 
20.0%
Compat Jamo
ValueCountFrequency (%)
ㅇ 1
100.0%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%
Number Forms
ValueCountFrequency (%)
Ⅰ 1
100.0%

전문분야 등 세부정보
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size17.1 KiB
smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2166 

Length

Max length46
Median length46
Mean length46
Min length46

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowsmart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2nd rowsmart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
3rd rowsmart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
4th rowsmart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
5th rowsmart-factory.kr/usr/bg/fs/ma/fixesSuplySearch

Common Values

ValueCountFrequency (%)
smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch 2166
100.0%

Length

2024-01-06T12:48:59.538423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:48:59.961122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
smart-factory.kr/usr/bg/fs/ma/fixessuplysearch 2166
100.0%

Missing values

2024-01-06T12:48:51.027027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-06T12:48:51.358885image/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

회사명대표자명주소전문분야 등 세부정보
0(주)나라정보시스템신상민충북 청주시 서원구 1순환로 1059, 119호(분평동 더스타일)smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
1(주)하이텍정보시스템윤태준부산광역시 사상구 모라로 22 (모라동) 부산벤처타워 1110호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2(주)조인트리김흥중광주광역시 광산구 상무대로 287 (소촌동) 3층 조인트리smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
3(주)아프로최광석광주광역시 북구 서하로 87-5, 301호(매곡동,지안빌딩)smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
4(주)비엠티윤종찬부산광역시 기장군 장안읍 신소재산단2로 17smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
5주식회사 유시스이일우울산광역시 남구 테크노산업로55번길 37-12 (두왕동)smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
6한국솔루션(주)표영대서울특별시 금천구 가산디지털1로 19, 1706호 (가산동)smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
7내담씨앤씨한창엽경기도 성남시 분당구 판교역로 231 (삼평동) 에이치스퀘어 S동 711호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
8(주)영창로보테크원종대경상남도 김해시 주촌면 골든루트로129번길 96smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
9(주)에프에이씨엔에스차민호경기도 안산시 단원구 별망로 453(목내동), 광양프론티어밸지2차 210호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
회사명대표자명주소전문분야 등 세부정보
2156신진 메카텍박상건부산광역시 사상구 사상로489번길 67 (모라동) B동, 신진 메카텍smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2157쓰리피체인 주식회사노무랑서울특별시 서초구 바우뫼로27길 7-35 (양재동) 성우빌딩 2층smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2158주식회사 에이엠시김주완경상북도 구미시 산동읍 첨단기업5로 10-171 (주)에이엠시smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2159신성정보기술강수연울산광역시 남구 신복로72번길 28-42 (무거동, 무거한라3차아파트) 1206호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2160제이엘테크(JL tech)이영경충청남도 천안시 서북구 성환읍 복모3길 25 2동smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2161아이코드랩 주식회사성정모충청남도 아산시 배방읍 호서로79번길 20 201-1호(호서대학교 벤처창업기업관)smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2162주식회사 블로켓정원호제주특별자치도 제주시 동광로 7 (이도일동) 302호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2163주식회사 비즈비김태형서울특별시 서초구 반포대로21길 3 (서초동) 이화빌딩 비1층 비01호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2164(주)로멕스테크놀로지김선근서울특별시 강서구 양천로 401 (가양동) 강서한강자이타워 A동 410, 411호smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch
2165에이치엔아이엑스(주)차동원서울특별시 중구 퇴계로 272 (장충동2가) 4층smart-factory.kr/usr/bg/fs/ma/fixesSuplySearch