Overview

Dataset statistics

Number of variables4
Number of observations200
Missing cells0
Missing cells (%)0.0%
Duplicate rows10
Duplicate rows (%)5.0%
Total size in memory6.4 KiB
Average record size in memory32.7 B

Variable types

Text1
Categorical1
DateTime2

Dataset

Description2022.9.26 기준 물류전용바우처사업의 수행기관 명단으로서 수행기관별 제공서비스, 협약기간(협약시작일, 협약종료일)을 명시한 자료입니다.
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15091831/fileData.do

Alerts

Dataset has 10 (5.0%) duplicate rowsDuplicates

Reproduction

Analysis started2024-04-17 18:05:39.643292
Analysis finished2024-04-17 18:05:40.730354
Duration1.09 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

수행기업명
Text

Distinct98
Distinct (%)49.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2024-04-18T03:05:40.869015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length13
Mean length9.365
Min length4

Characters and Unicode

Total characters1873
Distinct characters163
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

Unique5 ?
Unique (%)2.5%

Sample

1st row(주) 와이지엘
2nd row(주) 와이지엘
3rd row(주)고또코리아
4th row(주)고또코리아
5th row(주)고려해운항공
ValueCountFrequency (%)
주식회사 24
 
10.5%
제일항역(주 5
 
2.2%
주식회사퍼스트클래스 3
 
1.3%
월드로드항공해운(주 3
 
1.3%
하나로티앤에스 3
 
1.3%
주)일양익스프레스 3
 
1.3%
주)자이언트네트워크그룹 3
 
1.3%
주성씨앤에어주식회사 3
 
1.3%
영천항운(주 2
 
0.9%
에이씨에스해운항공(주 2
 
0.9%
Other values (91) 177
77.6%
2024-04-18T03:05:41.171195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 176
 
9.4%
스 151
 
8.1%
( 138
 
7.4%
) 138
 
7.4%
이 62
 
3.3%
로 60
 
3.2%
지 40
 
2.1%
운 38
 
2.0%
회 35
 
1.9%
사 35
 
1.9%
Other values (153) 1000
53.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1569
83.8%
Open Punctuation 138
 
7.4%
Close Punctuation 138
 
7.4%
Space Separator 28
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 176
 
11.2%
스 151
 
9.6%
이 62
 
4.0%
로 60
 
3.8%
지 40
 
2.5%
운 38
 
2.4%
회 35
 
2.2%
사 35
 
2.2%
식 35
 
2.2%
항 32
 
2.0%
Other values (150) 905
57.7%
Open Punctuation
ValueCountFrequency (%)
( 138
100.0%
Close Punctuation
ValueCountFrequency (%)
) 138
100.0%
Space Separator
ValueCountFrequency (%)
28
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1569
83.8%
Common 304
 
16.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 176
 
11.2%
스 151
 
9.6%
이 62
 
4.0%
로 60
 
3.8%
지 40
 
2.5%
운 38
 
2.4%
회 35
 
2.2%
사 35
 
2.2%
식 35
 
2.2%
항 32
 
2.0%
Other values (150) 905
57.7%
Common
ValueCountFrequency (%)
( 138
45.4%
) 138
45.4%
28
 
9.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1569
83.8%
ASCII 304
 
16.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 176
 
11.2%
스 151
 
9.6%
이 62
 
4.0%
로 60
 
3.8%
지 40
 
2.5%
운 38
 
2.4%
회 35
 
2.2%
사 35
 
2.2%
식 35
 
2.2%
항 32
 
2.0%
Other values (150) 905
57.7%
ASCII
ValueCountFrequency (%)
( 138
45.4%
) 138
45.4%
28
 
9.2%

분류
Categorical

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
통합(국제운송+현지물류)
108 
현지물류
92 

Length

Max length13
Median length13
Mean length8.86
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row통합(국제운송+현지물류)
2nd row현지물류
3rd row통합(국제운송+현지물류)
4th row현지물류
5th row통합(국제운송+현지물류)

Common Values

ValueCountFrequency (%)
통합(국제운송+현지물류) 108
54.0%
현지물류 92
46.0%

Length

2024-04-18T03:05:41.272724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T03:05:41.345503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
통합(국제운송+현지물류 108
54.0%
현지물류 92
46.0%

협약시작일
Date

Distinct10
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
Minimum2021-03-01 00:00:00
Maximum2022-07-01 00:00:00
2024-04-18T03:05:41.415845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T03:05:41.487372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)

협약종료일
Date

Distinct10
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
Minimum2023-02-28 00:00:00
Maximum2024-06-30 00:00:00
2024-04-18T03:05:41.554672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T03:05:41.627133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)

Correlations

2024-04-18T03:05:41.682939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
수행기업명분류협약시작일협약종료일
수행기업명1.0000.0001.0001.000
분류0.0001.0000.0000.000
협약시작일1.0000.0001.0001.000
협약종료일1.0000.0001.0001.000

Missing values

2024-04-18T03:05:40.606714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-18T03:05:40.701397image/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

수행기업명분류협약시작일협약종료일
0(주) 와이지엘통합(국제운송+현지물류)2021-10-012023-09-30
1(주) 와이지엘현지물류2021-10-012023-09-30
2(주)고또코리아통합(국제운송+현지물류)2021-12-012023-11-30
3(주)고또코리아현지물류2021-12-012023-11-30
4(주)고려해운항공통합(국제운송+현지물류)2021-05-012023-04-30
5(주)대신운송통합(국제운송+현지물류)2021-12-312023-12-31
6(주)대신운송통합(국제운송+현지물류)2021-12-312023-12-31
7(주)디티씨통합(국제운송+현지물류)2021-12-012023-11-30
8(주)디티씨현지물류2021-12-012023-11-30
9(주)렉스국제운송통합(국제운송+현지물류)2021-09-012023-08-31
수행기업명분류협약시작일협약종료일
190하나로티앤에스현지물류2021-07-012023-06-30
191하이엔드쉬핑통합(국제운송+현지물류)2021-09-012023-08-31
192하이엔드쉬핑현지물류2021-09-012023-08-31
193한생해운항공(주)통합(국제운송+현지물류)2021-07-012023-06-30
194한성통상(주)통합(국제운송+현지물류)2021-09-012023-08-31
195한성통상(주)현지물류2021-09-012023-08-31
196한솔로지스틱스통합(국제운송+현지물류)2021-10-012023-09-30
197한솔로지스틱스현지물류2021-10-012023-09-30
198해우지엘에스통합(국제운송+현지물류)2021-12-012023-11-30
199해우지엘에스현지물류2021-12-012023-11-30

Duplicate rows

Most frequently occurring

수행기업명분류협약시작일협약종료일# duplicates
5제일항역(주)통합(국제운송+현지물류)2021-03-012023-02-283
0(주)대신운송통합(국제운송+현지물류)2021-12-312023-12-312
1(주)일양익스프레스통합(국제운송+현지물류)2021-08-012023-07-312
2(주)자이언트네트워크그룹통합(국제운송+현지물류)2021-05-012023-04-302
3듀얼에어엔씨 주식회사통합(국제운송+현지물류)2021-07-012023-06-302
4월드로드항공해운(주)통합(국제운송+현지물류)2021-03-012023-02-282
6제일항역(주)현지물류2021-03-012023-02-282
7주성씨앤에어주식회사통합(국제운송+현지물류)2021-05-012023-04-302
8주식회사퍼스트클래스통합(국제운송+현지물류)2021-03-012023-02-282
9하나로티앤에스통합(국제운송+현지물류)2021-07-012023-06-302