Overview

Dataset statistics

Number of variables8
Number of observations88
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.7 KiB
Average record size in memory66.5 B

Variable types

Categorical3
Text3
DateTime2

Dataset

Description인천광역시 유망 중소기업으로 선정된 업체 현황 데이터(기업명, 대표, 주생산품, 지정기간 시작일, 종료일)등의 데이터로 구성되어 있습니다.
Author인천광역시
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15091392&srcSe=7661IVAWM27C61E190

Alerts

시군 has constant value ""Constant
비고 is highly imbalanced (59.9%)Imbalance
기업명 has unique valuesUnique
대표 has unique valuesUnique

Reproduction

Analysis started2024-04-16 22:38:43.701896
Analysis finished2024-04-16 22:38:44.200074
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지정연도
Categorical

Distinct2
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size836.0 B
2021
62 
2022
26 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022
2nd row2022
3rd row2022
4th row2022
5th row2022

Common Values

ValueCountFrequency (%)
2021 62
70.5%
2022 26
29.5%

Length

2024-04-17T07:38:44.247994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T07:38:44.323765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 62
70.5%
2022 26
29.5%

시군
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size836.0 B
인천광역시
88 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천광역시
2nd row인천광역시
3rd row인천광역시
4th row인천광역시
5th row인천광역시

Common Values

ValueCountFrequency (%)
인천광역시 88
100.0%

Length

2024-04-17T07:38:44.400275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T07:38:44.473962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천광역시 88
100.0%

기업명
Text

UNIQUE 

Distinct88
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size836.0 B
2024-04-17T07:38:44.669157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length13
Mean length8.6363636
Min length3

Characters and Unicode

Total characters760
Distinct characters153
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique88 ?
Unique (%)100.0%

Sample

1st row주식회사 휴리엔
2nd row주식회사 풍성인더스
3rd row우진피앤디
4th row나노조명
5th row주식회사 올스웰
ValueCountFrequency (%)
주식회사 37
28.9%
주)황해전기 1
 
0.8%
주)트리샤 1
 
0.8%
주)인투스카이 1
 
0.8%
주)에스엔씨 1
 
0.8%
이앤디일렉트릭(주 1
 
0.8%
동일공사 1
 
0.8%
주)에스투제약 1
 
0.8%
주)일화금속 1
 
0.8%
세미산업 1
 
0.8%
Other values (82) 82
64.1%
2024-04-17T07:38:44.984739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
88
 
11.6%
주 71
 
9.3%
식 41
 
5.4%
사 40
 
5.3%
회 39
 
5.1%
( 32
 
4.2%
) 32
 
4.2%
이 23
 
3.0%
스 21
 
2.8%
에 16
 
2.1%
Other values (143) 357
47.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 594
78.2%
Space Separator 88
 
11.6%
Open Punctuation 32
 
4.2%
Close Punctuation 32
 
4.2%
Other Symbol 14
 
1.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 71
 
12.0%
식 41
 
6.9%
사 40
 
6.7%
회 39
 
6.6%
이 23
 
3.9%
스 21
 
3.5%
에 16
 
2.7%
텍 12
 
2.0%
지 9
 
1.5%
크 9
 
1.5%
Other values (139) 313
52.7%
Space Separator
ValueCountFrequency (%)
88
100.0%
Open Punctuation
ValueCountFrequency (%)
( 32
100.0%
Close Punctuation
ValueCountFrequency (%)
) 32
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 608
80.0%
Common 152
 
20.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 71
 
11.7%
식 41
 
6.7%
사 40
 
6.6%
회 39
 
6.4%
이 23
 
3.8%
스 21
 
3.5%
에 16
 
2.6%
㈜ 14
 
2.3%
텍 12
 
2.0%
지 9
 
1.5%
Other values (140) 322
53.0%
Common
ValueCountFrequency (%)
88
57.9%
( 32
 
21.1%
) 32
 
21.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 594
78.2%
ASCII 152
 
20.0%
None 14
 
1.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
88
57.9%
( 32
 
21.1%
) 32
 
21.1%
Hangul
ValueCountFrequency (%)
주 71
 
12.0%
식 41
 
6.9%
사 40
 
6.7%
회 39
 
6.6%
이 23
 
3.9%
스 21
 
3.5%
에 16
 
2.7%
텍 12
 
2.0%
지 9
 
1.5%
크 9
 
1.5%
Other values (139) 313
52.7%
None
ValueCountFrequency (%)
㈜ 14
100.0%

대표
Text

UNIQUE 

Distinct88
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size836.0 B
2024-04-17T07:38:45.229913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length3
Mean length3.0568182
Min length3

Characters and Unicode

Total characters269
Distinct characters89
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

Unique88 ?
Unique (%)100.0%

Sample

1st row김춘재
2nd row호민재
3rd row문영우
4th row김기정
5th row강연수
ValueCountFrequency (%)
김춘재 1
 
1.1%
공태석 1
 
1.1%
김명래 1
 
1.1%
황인자 1
 
1.1%
이기복 1
 
1.1%
진명국 1
 
1.1%
이준호 1
 
1.1%
조성민 1
 
1.1%
박진영 1
 
1.1%
조재혁 1
 
1.1%
Other values (79) 79
88.8%
2024-04-17T07:38:45.566065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 18
 
6.7%
이 12
 
4.5%
정 10
 
3.7%
박 10
 
3.7%
호 9
 
3.3%
성 8
 
3.0%
진 8
 
3.0%
재 8
 
3.0%
영 8
 
3.0%
윤 7
 
2.6%
Other values (79) 171
63.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 267
99.3%
Other Punctuation 1
 
0.4%
Space Separator 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 18
 
6.7%
이 12
 
4.5%
정 10
 
3.7%
박 10
 
3.7%
호 9
 
3.4%
성 8
 
3.0%
진 8
 
3.0%
재 8
 
3.0%
영 8
 
3.0%
윤 7
 
2.6%
Other values (77) 169
63.3%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 267
99.3%
Common 2
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 18
 
6.7%
이 12
 
4.5%
정 10
 
3.7%
박 10
 
3.7%
호 9
 
3.4%
성 8
 
3.0%
진 8
 
3.0%
재 8
 
3.0%
영 8
 
3.0%
윤 7
 
2.6%
Other values (77) 169
63.3%
Common
ValueCountFrequency (%)
, 1
50.0%
1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 267
99.3%
ASCII 2
 
0.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 18
 
6.7%
이 12
 
4.5%
정 10
 
3.7%
박 10
 
3.7%
호 9
 
3.4%
성 8
 
3.0%
진 8
 
3.0%
재 8
 
3.0%
영 8
 
3.0%
윤 7
 
2.6%
Other values (77) 169
63.3%
ASCII
ValueCountFrequency (%)
, 1
50.0%
1
50.0%

주생산품
Text

Distinct87
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size836.0 B
2024-04-17T07:38:45.784850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length19
Mean length11.579545
Min length3

Characters and Unicode

Total characters1019
Distinct characters231
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

Unique86 ?
Unique (%)97.7%

Sample

1st row음식물처리기
2nd row기타 전기 변환장치 제조업 등
3rd row금형 압형제품 등
4th rowLED등기구 및 등주 등
5th rowW-FELS(필터업는 먼지 저감시스템)
ValueCountFrequency (%)
및 19
 
7.6%
등 10
 
4.0%
제조업 9
 
3.6%
외 9
 
3.6%
부품 8
 
3.2%
제조 7
 
2.8%
화장품 6
 
2.4%
기타 4
 
1.6%
전기 4
 
1.6%
금형 4
 
1.6%
Other values (154) 170
68.0%
2024-04-17T07:38:46.178983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
165
 
16.2%
기 44
 
4.3%
품 33
 
3.2%
, 33
 
3.2%
제 29
 
2.8%
장 25
 
2.5%
조 24
 
2.4%
및 19
 
1.9%
전 17
 
1.7%
업 15
 
1.5%
Other values (221) 615
60.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 767
75.3%
Space Separator 165
 
16.2%
Uppercase Letter 34
 
3.3%
Other Punctuation 33
 
3.2%
Lowercase Letter 9
 
0.9%
Open Punctuation 5
 
0.5%
Close Punctuation 5
 
0.5%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 44
 
5.7%
품 33
 
4.3%
제 29
 
3.8%
장 25
 
3.3%
조 24
 
3.1%
및 19
 
2.5%
전 17
 
2.2%
업 15
 
2.0%
부 14
 
1.8%
용 14
 
1.8%
Other values (197) 533
69.5%
Uppercase Letter
ValueCountFrequency (%)
E 7
20.6%
L 6
17.6%
D 6
17.6%
S 3
8.8%
I 2
 
5.9%
F 2
 
5.9%
W 1
 
2.9%
N 1
 
2.9%
T 1
 
2.9%
A 1
 
2.9%
Other values (4) 4
11.8%
Lowercase Letter
ValueCountFrequency (%)
t 2
22.2%
a 2
22.2%
l 2
22.2%
e 2
22.2%
g 1
11.1%
Space Separator
ValueCountFrequency (%)
165
100.0%
Other Punctuation
ValueCountFrequency (%)
, 33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 767
75.3%
Common 209
 
20.5%
Latin 43
 
4.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 44
 
5.7%
품 33
 
4.3%
제 29
 
3.8%
장 25
 
3.3%
조 24
 
3.1%
및 19
 
2.5%
전 17
 
2.2%
업 15
 
2.0%
부 14
 
1.8%
용 14
 
1.8%
Other values (197) 533
69.5%
Latin
ValueCountFrequency (%)
E 7
16.3%
L 6
14.0%
D 6
14.0%
S 3
 
7.0%
t 2
 
4.7%
a 2
 
4.7%
l 2
 
4.7%
e 2
 
4.7%
I 2
 
4.7%
F 2
 
4.7%
Other values (9) 9
20.9%
Common
ValueCountFrequency (%)
165
78.9%
, 33
 
15.8%
( 5
 
2.4%
) 5
 
2.4%
- 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 767
75.3%
ASCII 252
 
24.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
165
65.5%
, 33
 
13.1%
E 7
 
2.8%
L 6
 
2.4%
D 6
 
2.4%
( 5
 
2.0%
) 5
 
2.0%
S 3
 
1.2%
t 2
 
0.8%
a 2
 
0.8%
Other values (14) 18
 
7.1%
Hangul
ValueCountFrequency (%)
기 44
 
5.7%
품 33
 
4.3%
제 29
 
3.8%
장 25
 
3.3%
조 24
 
3.1%
및 19
 
2.5%
전 17
 
2.2%
업 15
 
2.0%
부 14
 
1.8%
용 14
 
1.8%
Other values (197) 533
69.5%

지정기간 시작일
Date

Distinct2
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size836.0 B
Minimum2021-11-24 00:00:00
Maximum2022-12-01 00:00:00
2024-04-17T07:38:46.315543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T07:38:46.398272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)

지정기간 종료일
Date

Distinct3
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size836.0 B
Minimum2023-11-23 00:00:00
Maximum2027-11-30 00:00:00
2024-04-17T07:38:46.476325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T07:38:46.557470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)

비고
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size836.0 B
신규
81 
재선정
 
7

Length

Max length3
Median length2
Mean length2.0795455
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row신규
2nd row신규
3rd row신규
4th row신규
5th row신규

Common Values

ValueCountFrequency (%)
신규 81
92.0%
재선정 7
 
8.0%

Length

2024-04-17T07:38:46.659007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T07:38:46.741609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
신규 81
92.0%
재선정 7
 
8.0%

Correlations

2024-04-17T07:38:46.802274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지정연도기업명대표주생산품지정기간 시작일지정기간 종료일비고
지정연도1.0001.0001.0000.0000.9991.0000.000
기업명1.0001.0001.0001.0001.0001.0001.000
대표1.0001.0001.0001.0001.0001.0001.000
주생산품0.0001.0001.0001.0000.0000.0000.000
지정기간 시작일0.9991.0001.0000.0001.0001.0000.000
지정기간 종료일1.0001.0001.0000.0001.0001.0000.571
비고0.0001.0001.0000.0000.0000.5711.000
2024-04-17T07:38:46.884840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지정연도비고
지정연도1.0000.000
비고0.0001.000
2024-04-17T07:38:46.949008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지정연도비고
지정연도1.0000.000
비고0.0001.000

Missing values

2024-04-17T07:38:44.064695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T07:38:44.160368image/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

지정연도시군기업명대표주생산품지정기간 시작일지정기간 종료일비고
02022인천광역시주식회사 휴리엔김춘재음식물처리기2022-12-012027-11-30신규
12022인천광역시주식회사 풍성인더스호민재기타 전기 변환장치 제조업 등2022-12-012027-11-30신규
22022인천광역시우진피앤디문영우금형 압형제품 등2022-12-012027-11-30신규
32022인천광역시나노조명김기정LED등기구 및 등주 등2022-12-012027-11-30신규
42022인천광역시주식회사 올스웰강연수W-FELS(필터업는 먼지 저감시스템)2022-12-012027-11-30신규
52022인천광역시주식회사 참솔테크장성철면진테이블, 면진이중마루 등2022-12-012027-11-30신규
62022인천광역시㈜다은정철환반도체 기계장비 부품2022-12-012027-11-30신규
72022인천광역시주식회사 나우텍정대일금형 및 금형 부품2022-12-012027-11-30신규
82022인천광역시㈜대원테크놀로지박명현엘리베이터제어반제조2022-12-012027-11-30신규
92022인천광역시선일산업윤병호자동차부품2022-12-012027-11-30신규
지정연도시군기업명대표주생산품지정기간 시작일지정기간 종료일비고
782021인천광역시주식회사 에피바이오텍성종혁시약, 화장품2021-11-242026-11-23신규
792021인천광역시(주)손텍손양석지문인식기, 블랙박스, 네비케이션 외2021-11-242026-11-23신규
802021인천광역시(주)패러다임문용길무선이동통신 전력증폭기, 시스템2021-11-242026-11-23신규
812021인천광역시(주)화영테크한영석도장품2021-11-242026-11-23신규
822021인천광역시(주)미라지식품기정희추어탕2021-11-242026-11-23신규
832021인천광역시진한공업㈜박노철주방용품(도마,찜기,채반 등)2021-11-242023-11-23재선정
842021인천광역시홍주리더스(주)김영용정수기,온수제조기2021-11-242023-11-23재선정
852021인천광역시㈜바이텍테크놀로지현진우디지털라벨프레스, RFID태크발행기2021-11-242023-11-23재선정
862021인천광역시㈜식산박재경자동차 부품2021-11-242023-11-23재선정
872021인천광역시㈜휴노브윤자호자동차부품2021-11-242023-11-23재선정