Overview

Dataset statistics

Number of variables25
Number of observations65
Missing cells958
Missing cells (%)59.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory14.0 KiB
Average record size in memory221.0 B

Variable types

Categorical3
Text3
Numeric6
Unsupported13

Dataset

Description물류 주선업체 현황(국제)
Author행정안전부
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=GT1E4W0AAJ0268MC385S1067713&infSeq=1

Alerts

인허가취소일자 has 65 (100.0%) missing valuesMissing
통합영업상태명 has 65 (100.0%) missing valuesMissing
폐업일자 has 54 (83.1%) missing valuesMissing
소재지시설전화번호 has 65 (100.0%) missing valuesMissing
소재지면적 has 65 (100.0%) missing valuesMissing
소재지도로명주소 has 12 (18.5%) missing valuesMissing
WGS84위도 has 7 (10.8%) missing valuesMissing
WGS84경도 has 7 (10.8%) missing valuesMissing
업태구분명정보 has 65 (100.0%) missing valuesMissing
X좌표값 has 65 (100.0%) missing valuesMissing
Y좌표값 has 65 (100.0%) missing valuesMissing
자치단체코드 has 65 (100.0%) missing valuesMissing
자본금 has 33 (50.8%) missing valuesMissing
지정정비업종명 has 65 (100.0%) missing valuesMissing
면허일자 has 65 (100.0%) missing valuesMissing
면허유효기간시작일자 has 65 (100.0%) missing valuesMissing
면허유효기간종료일자 has 65 (100.0%) missing valuesMissing
자격면허발급기관명 has 65 (100.0%) missing valuesMissing
사업장명 has unique valuesUnique
소재지지번주소 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
통합영업상태명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지시설전화번호 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지면적 is an unsupported type, check if it needs cleaning or further analysisUnsupported
업태구분명정보 is an unsupported type, check if it needs cleaning or further analysisUnsupported
X좌표값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Y좌표값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
자치단체코드 is an unsupported type, check if it needs cleaning or further analysisUnsupported
지정정비업종명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
면허일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
면허유효기간시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
면허유효기간종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
자격면허발급기관명 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 21:43:54.897639
Analysis finished2023-12-10 21:43:55.293262
Duration0.4 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시군명
Categorical

Distinct16
Distinct (%)24.6%
Missing0
Missing (%)0.0%
Memory size652.0 B
고양시
28 
안산시
5 
평택시
5 
부천시
4 
성남시
3 
Other values (11)
20 

Length

Max length4
Median length3
Mean length3.0461538
Min length3

Unique

Unique5 ?
Unique (%)7.7%

Sample

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

Common Values

ValueCountFrequency (%)
고양시 28
43.1%
안산시 5
 
7.7%
평택시 5
 
7.7%
부천시 4
 
6.2%
성남시 3
 
4.6%
수원시 3
 
4.6%
안양시 3
 
4.6%
용인시 3
 
4.6%
군포시 2
 
3.1%
김포시 2
 
3.1%
Other values (6) 7
 
10.8%

Length

2023-12-11T06:43:55.365017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
고양시 28
43.1%
안산시 5
 
7.7%
평택시 5
 
7.7%
부천시 4
 
6.2%
성남시 3
 
4.6%
수원시 3
 
4.6%
안양시 3
 
4.6%
용인시 3
 
4.6%
군포시 2
 
3.1%
김포시 2
 
3.1%
Other values (6) 7
 
10.8%

사업장명
Text

UNIQUE 

Distinct65
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size652.0 B
2023-12-11T06:43:55.538802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length8.2
Min length4

Characters and Unicode

Total characters533
Distinct characters125
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

Unique65 ?
Unique (%)100.0%

Sample

1st row(주)제일산업기계
2nd row(주)코바해운항공
3rd row(주)보승해운항공
4th row㈜지엔로지스틱스코리아
5th row㈜로젠해운
ValueCountFrequency (%)
주식회사 5
 
7.0%
주)제일산업기계 1
 
1.4%
㈜광진종합물류 1
 
1.4%
㈜패트로에프앤씨 1
 
1.4%
㈜케이티엘 1
 
1.4%
대양통운 1
 
1.4%
삼진로직스(주 1
 
1.4%
주)엑스파트 1
 
1.4%
㈜천일국제물류 1
 
1.4%
합명회사 1
 
1.4%
Other values (57) 57
80.3%
2023-12-11T06:43:55.848749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 37
 
6.9%
주 34
 
6.4%
㈜ 33
 
6.2%
( 26
 
4.9%
) 26
 
4.9%
로 22
 
4.1%
지 16
 
3.0%
운 15
 
2.8%
이 15
 
2.8%
에 13
 
2.4%
Other values (115) 296
55.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 442
82.9%
Other Symbol 33
 
6.2%
Open Punctuation 26
 
4.9%
Close Punctuation 26
 
4.9%
Space Separator 6
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 37
 
8.4%
주 34
 
7.7%
로 22
 
5.0%
지 16
 
3.6%
운 15
 
3.4%
이 15
 
3.4%
에 13
 
2.9%
해 12
 
2.7%
항 9
 
2.0%
틱 9
 
2.0%
Other values (111) 260
58.8%
Other Symbol
ValueCountFrequency (%)
㈜ 33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 26
100.0%
Close Punctuation
ValueCountFrequency (%)
) 26
100.0%
Space Separator
ValueCountFrequency (%)
6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 475
89.1%
Common 58
 
10.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 37
 
7.8%
주 34
 
7.2%
㈜ 33
 
6.9%
로 22
 
4.6%
지 16
 
3.4%
운 15
 
3.2%
이 15
 
3.2%
에 13
 
2.7%
해 12
 
2.5%
항 9
 
1.9%
Other values (112) 269
56.6%
Common
ValueCountFrequency (%)
( 26
44.8%
) 26
44.8%
6
 
10.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 442
82.9%
ASCII 58
 
10.9%
None 33
 
6.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 37
 
8.4%
주 34
 
7.7%
로 22
 
5.0%
지 16
 
3.6%
운 15
 
3.4%
이 15
 
3.4%
에 13
 
2.9%
해 12
 
2.7%
항 9
 
2.0%
틱 9
 
2.0%
Other values (111) 260
58.8%
None
ValueCountFrequency (%)
㈜ 33
100.0%
ASCII
ValueCountFrequency (%)
( 26
44.8%
) 26
44.8%
6
 
10.3%

인허가일자
Real number (ℝ)

Distinct62
Distinct (%)95.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20066815
Minimum19970708
Maximum20160524
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:55.974009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19970708
5-th percentile20002804
Q120040128
median20070515
Q320090722
95-th percentile20144788
Maximum20160524
Range189816
Interquartile range (IQR)50594

Descriptive statistics

Standard deviation40803.655
Coefficient of variation (CV)0.0020333897
Kurtosis0.23950155
Mean20066815
Median Absolute Deviation (MAD)20310
Skewness0.16569737
Sum1.304343 × 109
Variance1.6649383 × 109
MonotonicityNot monotonic
2023-12-11T06:43:56.107056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20160509 2
 
3.1%
20070518 2
 
3.1%
20070731 2
 
3.1%
20091124 1
 
1.5%
20070129 1
 
1.5%
20070515 1
 
1.5%
20120410 1
 
1.5%
20051117 1
 
1.5%
20051128 1
 
1.5%
20000904 1
 
1.5%
Other values (52) 52
80.0%
ValueCountFrequency (%)
19970708 1
1.5%
19990408 1
1.5%
19991112 1
1.5%
20000904 1
1.5%
20010406 1
1.5%
20010430 1
1.5%
20011012 1
1.5%
20011129 1
1.5%
20020626 1
1.5%
20030210 1
1.5%
ValueCountFrequency (%)
20160524 1
1.5%
20160509 2
3.1%
20150828 1
1.5%
20120628 1
1.5%
20120419 1
1.5%
20120410 1
1.5%
20110824 1
1.5%
20110106 1
1.5%
20101105 1
1.5%
20100504 1
1.5%

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

통합영업상태명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

영업상태명
Categorical

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size652.0 B
운영중
54 
폐업 등
11 

Length

Max length4
Median length3
Mean length3.1692308
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영중 54
83.1%
폐업 등 11
 
16.9%

Length

2023-12-11T06:43:56.236036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:43:56.325818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영중 54
71.1%
폐업 11
 
14.5%
등 11
 
14.5%

폐업일자
Real number (ℝ)

MISSING 

Distinct11
Distinct (%)100.0%
Missing54
Missing (%)83.1%
Infinite0
Infinite (%)0.0%
Mean20106076
Minimum20080213
Maximum20121221
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:56.414213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20080213
5-th percentile20085370
Q120095466
median20101004
Q320120608
95-th percentile20121021
Maximum20121221
Range41008
Interquartile range (IQR)25142

Descriptive statistics

Standard deviation15212.404
Coefficient of variation (CV)0.0007566073
Kurtosis-1.438077
Mean20106076
Median Absolute Deviation (MAD)19398
Skewness-0.32970431
Sum2.2116684 × 108
Variance2.3141724 × 108
MonotonicityNot monotonic
2023-12-11T06:43:56.513568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
20100503 1
 
1.5%
20090527 1
 
1.5%
20101004 1
 
1.5%
20120706 1
 
1.5%
20090609 1
 
1.5%
20121221 1
 
1.5%
20080213 1
 
1.5%
20120821 1
 
1.5%
20100323 1
 
1.5%
20120402 1
 
1.5%
(Missing) 54
83.1%
ValueCountFrequency (%)
20080213 1
1.5%
20090527 1
1.5%
20090609 1
1.5%
20100323 1
1.5%
20100503 1
1.5%
20101004 1
1.5%
20120402 1
1.5%
20120510 1
1.5%
20120706 1
1.5%
20120821 1
1.5%
ValueCountFrequency (%)
20121221 1
1.5%
20120821 1
1.5%
20120706 1
1.5%
20120510 1
1.5%
20120402 1
1.5%
20101004 1
1.5%
20100503 1
1.5%
20100323 1
1.5%
20090609 1
1.5%
20090527 1
1.5%

소재지시설전화번호
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

소재지도로명주소
Text

MISSING 

Distinct52
Distinct (%)98.1%
Missing12
Missing (%)18.5%
Memory size652.0 B
2023-12-11T06:43:56.758242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length50
Median length35
Mean length23.981132
Min length14

Characters and Unicode

Total characters1271
Distinct characters128
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique51 ?
Unique (%)96.2%

Sample

1st row경기도 고양시 일산동구 중앙로1275번길 38-10
2nd row경기도 고양시 일산동구 무궁화로 7-63
3rd row경기도 고양시 덕양구 화중로 32-31
4th row경기도 고양시 일산동구 일산로441번길 16-19
5th row경기도 고양시 일산동구 고봉로702번길 97-14
ValueCountFrequency (%)
경기도 53
 
18.8%
고양시 27
 
9.6%
일산동구 19
 
6.7%
호수로 7
 
2.5%
일산서구 5
 
1.8%
안산시 4
 
1.4%
부천시 4
 
1.4%
안양시 3
 
1.1%
덕양구 3
 
1.1%
만안구 2
 
0.7%
Other values (138) 155
55.0%
2023-12-11T06:43:57.164506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
229
 
18.0%
1 56
 
4.4%
시 55
 
4.3%
경 54
 
4.2%
기 54
 
4.2%
도 53
 
4.2%
로 50
 
3.9%
구 41
 
3.2%
양 36
 
2.8%
동 33
 
2.6%
Other values (118) 610
48.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 751
59.1%
Decimal Number 238
 
18.7%
Space Separator 229
 
18.0%
Dash Punctuation 18
 
1.4%
Other Punctuation 15
 
1.2%
Open Punctuation 10
 
0.8%
Close Punctuation 10
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 55
 
7.3%
경 54
 
7.2%
기 54
 
7.2%
도 53
 
7.1%
로 50
 
6.7%
구 41
 
5.5%
양 36
 
4.8%
동 33
 
4.4%
산 32
 
4.3%
고 29
 
3.9%
Other values (103) 314
41.8%
Decimal Number
ValueCountFrequency (%)
1 56
23.5%
3 28
11.8%
4 26
10.9%
2 24
10.1%
6 23
9.7%
0 21
 
8.8%
5 18
 
7.6%
9 16
 
6.7%
8 16
 
6.7%
7 10
 
4.2%
Space Separator
ValueCountFrequency (%)
229
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Other Punctuation
ValueCountFrequency (%)
, 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 10
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 751
59.1%
Common 520
40.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 55
 
7.3%
경 54
 
7.2%
기 54
 
7.2%
도 53
 
7.1%
로 50
 
6.7%
구 41
 
5.5%
양 36
 
4.8%
동 33
 
4.4%
산 32
 
4.3%
고 29
 
3.9%
Other values (103) 314
41.8%
Common
ValueCountFrequency (%)
229
44.0%
1 56
 
10.8%
3 28
 
5.4%
4 26
 
5.0%
2 24
 
4.6%
6 23
 
4.4%
0 21
 
4.0%
5 18
 
3.5%
- 18
 
3.5%
9 16
 
3.1%
Other values (5) 61
 
11.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 751
59.1%
ASCII 520
40.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
229
44.0%
1 56
 
10.8%
3 28
 
5.4%
4 26
 
5.0%
2 24
 
4.6%
6 23
 
4.4%
0 21
 
4.0%
5 18
 
3.5%
- 18
 
3.5%
9 16
 
3.1%
Other values (5) 61
 
11.7%
Hangul
ValueCountFrequency (%)
시 55
 
7.3%
경 54
 
7.2%
기 54
 
7.2%
도 53
 
7.1%
로 50
 
6.7%
구 41
 
5.5%
양 36
 
4.8%
동 33
 
4.4%
산 32
 
4.3%
고 29
 
3.9%
Other values (103) 314
41.8%

소재지지번주소
Text

UNIQUE 

Distinct65
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size652.0 B
2023-12-11T06:43:57.471828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length47
Median length39
Mean length32.123077
Min length19

Characters and Unicode

Total characters2088
Distinct characters184
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

Unique65 ?
Unique (%)100.0%

Sample

1st row경기도 고양시일산동구 장항2동 771번지 1호 우림로데오스위트 508호
2nd row경기도 고양시일산구 장항2동 746번지 우인아크리움빌2차 746호
3rd row경기도 고양시덕양구 화정2동 1000번지 4호 효원빌딩 505호
4th row경기도 고양시일산동구 정발산동 1150번지 15호
5th row경기도 고양시일산구 설문동 783번지 1호 C동 3호
ValueCountFrequency (%)
경기도 65
 
16.0%
1호 11
 
2.7%
고양시일산구 9
 
2.2%
고양시일산동구 9
 
2.2%
장항2동 8
 
2.0%
3호 7
 
1.7%
평택시 5
 
1.2%
고양시일산서구 5
 
1.2%
2층 4
 
1.0%
백석2동 3
 
0.7%
Other values (247) 281
69.0%
2023-12-11T06:43:58.039317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
443
21.2%
1 93
 
4.5%
동 85
 
4.1%
시 68
 
3.3%
지 68
 
3.3%
도 67
 
3.2%
기 66
 
3.2%
호 66
 
3.2%
경 65
 
3.1%
번 63
 
3.0%
Other values (174) 1004
48.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1204
57.7%
Space Separator 443
 
21.2%
Decimal Number 424
 
20.3%
Dash Punctuation 12
 
0.6%
Uppercase Letter 2
 
0.1%
Other Punctuation 1
 
< 0.1%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 85
 
7.1%
시 68
 
5.6%
지 68
 
5.6%
도 67
 
5.6%
기 66
 
5.5%
호 66
 
5.5%
경 65
 
5.4%
번 63
 
5.2%
구 48
 
4.0%
양 39
 
3.2%
Other values (157) 569
47.3%
Decimal Number
ValueCountFrequency (%)
1 93
21.9%
2 54
12.7%
0 54
12.7%
3 51
12.0%
5 49
11.6%
7 34
 
8.0%
4 31
 
7.3%
6 26
 
6.1%
8 17
 
4.0%
9 15
 
3.5%
Uppercase Letter
ValueCountFrequency (%)
C 1
50.0%
B 1
50.0%
Space Separator
ValueCountFrequency (%)
443
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1204
57.7%
Common 882
42.2%
Latin 2
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 85
 
7.1%
시 68
 
5.6%
지 68
 
5.6%
도 67
 
5.6%
기 66
 
5.5%
호 66
 
5.5%
경 65
 
5.4%
번 63
 
5.2%
구 48
 
4.0%
양 39
 
3.2%
Other values (157) 569
47.3%
Common
ValueCountFrequency (%)
443
50.2%
1 93
 
10.5%
2 54
 
6.1%
0 54
 
6.1%
3 51
 
5.8%
5 49
 
5.6%
7 34
 
3.9%
4 31
 
3.5%
6 26
 
2.9%
8 17
 
1.9%
Other values (5) 30
 
3.4%
Latin
ValueCountFrequency (%)
C 1
50.0%
B 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1204
57.7%
ASCII 884
42.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
443
50.1%
1 93
 
10.5%
2 54
 
6.1%
0 54
 
6.1%
3 51
 
5.8%
5 49
 
5.5%
7 34
 
3.8%
4 31
 
3.5%
6 26
 
2.9%
8 17
 
1.9%
Other values (7) 32
 
3.6%
Hangul
ValueCountFrequency (%)
동 85
 
7.1%
시 68
 
5.6%
지 68
 
5.6%
도 67
 
5.6%
기 66
 
5.5%
호 66
 
5.5%
경 65
 
5.4%
번 63
 
5.2%
구 48
 
4.0%
양 39
 
3.2%
Other values (157) 569
47.3%

소재지우편번호
Real number (ℝ)

Distinct55
Distinct (%)84.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean342979.98
Minimum10110
Maximum480849
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:58.190554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10110
5-th percentile12093
Q1410811
median411802
Q3430030
95-th percentile460610
Maximum480849
Range470739
Interquartile range (IQR)19219

Descriptive statistics

Standard deviation166708.79
Coefficient of variation (CV)0.48605981
Kurtosis0.31828805
Mean342979.98
Median Absolute Deviation (MAD)14050
Skewness-1.495674
Sum22293699
Variance2.779182 × 1010
MonotonicityNot monotonic
2023-12-11T06:43:58.325296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
410837 8
 
12.3%
410817 2
 
3.1%
410819 2
 
3.1%
435835 2
 
3.1%
443270 1
 
1.5%
443824 1
 
1.5%
16271 1
 
1.5%
425866 1
 
1.5%
426807 1
 
1.5%
425852 1
 
1.5%
Other values (45) 45
69.2%
ValueCountFrequency (%)
10110 1
1.5%
10402 1
1.5%
10403 1
1.5%
12055 1
1.5%
12245 1
1.5%
12774 1
1.5%
13506 1
1.5%
14748 1
1.5%
15513 1
1.5%
16271 1
1.5%
ValueCountFrequency (%)
480849 1
1.5%
467852 1
1.5%
463836 1
1.5%
462807 1
1.5%
451822 1
1.5%
451821 1
1.5%
451741 1
1.5%
450826 1
1.5%
449865 1
1.5%
445873 1
1.5%

WGS84위도
Real number (ℝ)

MISSING 

Distinct55
Distinct (%)94.8%
Missing7
Missing (%)10.8%
Infinite0
Infinite (%)0.0%
Mean37.515847
Minimum36.959644
Maximum37.734289
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:58.467174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36.959644
5-th percentile37.262148
Q137.338492
median37.621372
Q337.660555
95-th percentile37.717373
Maximum37.734289
Range0.77464493
Interquartile range (IQR)0.32206232

Descriptive statistics

Standard deviation0.19188921
Coefficient of variation (CV)0.0051148843
Kurtosis0.37401925
Mean37.515847
Median Absolute Deviation (MAD)0.096110628
Skewness-0.95623358
Sum2175.9191
Variance0.036821471
MonotonicityNot monotonic
2023-12-11T06:43:58.621560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36.9596444968 2
 
3.1%
37.3308825205 2
 
3.1%
37.6607585379 2
 
3.1%
37.292013274 1
 
1.5%
37.7195383229 1
 
1.5%
37.5022277466 1
 
1.5%
37.504537918 1
 
1.5%
37.5242911942 1
 
1.5%
37.478340205 1
 
1.5%
37.4112764553 1
 
1.5%
Other values (45) 45
69.2%
(Missing) 7
 
10.8%
ValueCountFrequency (%)
36.9596444968 2
3.1%
37.2349532398 1
1.5%
37.2669471721 1
1.5%
37.2748617644 1
1.5%
37.2886579303 1
1.5%
37.292013274 1
1.5%
37.2970384389 1
1.5%
37.2971768826 1
1.5%
37.3032474513 1
1.5%
37.3055625059 1
1.5%
ValueCountFrequency (%)
37.7342894309 1
1.5%
37.7195383229 1
1.5%
37.7176389457 1
1.5%
37.7173261132 1
1.5%
37.7149348716 1
1.5%
37.7080302835 1
1.5%
37.6993458031 1
1.5%
37.6959264011 1
1.5%
37.6868322486 1
1.5%
37.6730437119 1
1.5%

WGS84경도
Real number (ℝ)

MISSING 

Distinct55
Distinct (%)94.8%
Missing7
Missing (%)10.8%
Infinite0
Infinite (%)0.0%
Mean126.87831
Minimum126.71011
Maximum127.5014
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:58.778615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.71011
5-th percentile126.73481
Q1126.7707
median126.80466
Q3126.9372
95-th percentile127.1884
Maximum127.5014
Range0.79129039
Interquartile range (IQR)0.16649659

Descriptive statistics

Standard deviation0.16352275
Coefficient of variation (CV)0.0012888156
Kurtosis2.5919252
Mean126.87831
Median Absolute Deviation (MAD)0.042246521
Skewness1.6262219
Sum7358.942
Variance0.02673969
MonotonicityNot monotonic
2023-12-11T06:43:58.932671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
126.8482852343 2
 
3.1%
126.9372012778 2
 
3.1%
126.7658801073 2
 
3.1%
127.0114342489 1
 
1.5%
127.1940001336 1
 
1.5%
126.763792192 1
 
1.5%
126.7498986362 1
 
1.5%
126.8067381787 1
 
1.5%
126.7781075381 1
 
1.5%
127.142916508 1
 
1.5%
Other values (45) 45
69.2%
(Missing) 7
 
10.8%
ValueCountFrequency (%)
126.7101075876 1
1.5%
126.720327298 1
1.5%
126.7339551058 1
1.5%
126.7349631342 1
1.5%
126.7498986362 1
1.5%
126.7519412039 1
1.5%
126.7569808931 1
1.5%
126.763792192 1
1.5%
126.7647050317 1
1.5%
126.7658801073 2
3.1%
ValueCountFrequency (%)
127.5013979764 1
1.5%
127.2113830984 1
1.5%
127.1940001336 1
1.5%
127.1874175753 1
1.5%
127.1730346574 1
1.5%
127.142916508 1
1.5%
127.1301530718 1
1.5%
127.1000043723 1
1.5%
127.0800687639 1
1.5%
127.0601160394 1
1.5%

업태구분명정보
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

X좌표값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

Y좌표값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

자치단체코드
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

업체유형명
Categorical

Distinct2
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size652.0 B
<NA>
33 
국제물류주선업
32 

Length

Max length7
Median length4
Mean length5.4769231
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row국제물류주선업
5th row국제물류주선업

Common Values

ValueCountFrequency (%)
<NA> 33
50.8%
국제물류주선업 32
49.2%

Length

2023-12-11T06:43:59.090275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:43:59.441449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 33
50.8%
국제물류주선업 32
49.2%

자본금
Real number (ℝ)

MISSING 

Distinct7
Distinct (%)21.9%
Missing33
Missing (%)50.8%
Infinite0
Infinite (%)0.0%
Mean5.5945266 × 108
Minimum3 × 108
Maximum3 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size717.0 B
2023-12-11T06:43:59.542856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3 × 108
5-th percentile3 × 108
Q13 × 108
median3 × 108
Q33 × 108
95-th percentile2.4533182 × 109
Maximum3 × 109
Range2.7 × 109
Interquartile range (IQR)0

Descriptive statistics

Standard deviation7.0051202 × 108
Coefficient of variation (CV)1.2521382
Kurtosis6.7471495
Mean5.5945266 × 108
Median Absolute Deviation (MAD)0
Skewness2.8007195
Sum1.7902485 × 1010
Variance4.9071709 × 1017
MonotonicityNot monotonic
2023-12-11T06:43:59.662129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
300000000 26
40.0%
3000000000 1
 
1.5%
600000000 1
 
1.5%
500000000 1
 
1.5%
2400000000 1
 
1.5%
1084000000 1
 
1.5%
2518485000 1
 
1.5%
(Missing) 33
50.8%
ValueCountFrequency (%)
300000000 26
40.0%
500000000 1
 
1.5%
600000000 1
 
1.5%
1084000000 1
 
1.5%
2400000000 1
 
1.5%
2518485000 1
 
1.5%
3000000000 1
 
1.5%
ValueCountFrequency (%)
3000000000 1
 
1.5%
2518485000 1
 
1.5%
2400000000 1
 
1.5%
1084000000 1
 
1.5%
600000000 1
 
1.5%
500000000 1
 
1.5%
300000000 26
40.0%

지정정비업종명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

면허일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

면허유효기간시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

면허유효기간종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

자격면허발급기관명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)100.0%
Memory size717.0 B

Sample

시군명사업장명인허가일자인허가취소일자통합영업상태명영업상태명폐업일자소재지시설전화번호소재지면적소재지도로명주소소재지지번주소소재지우편번호WGS84위도WGS84경도업태구분명정보X좌표값Y좌표값자치단체코드업체유형명자본금지정정비업종명면허일자면허유효기간시작일자면허유효기간종료일자자격면허발급기관명
0고양시(주)제일산업기계20091124<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 중앙로1275번길 38-10경기도 고양시일산동구 장항2동 771번지 1호 우림로데오스위트 508호41083737.659943126.770945<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
1고양시(주)코바해운항공20090825<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 무궁화로 7-63경기도 고양시일산구 장항2동 746번지 우인아크리움빌2차 746호41083737.663798126.764705<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2고양시(주)보승해운항공20031222<NA><NA>운영중<NA><NA><NA>경기도 고양시 덕양구 화중로 32-31경기도 고양시덕양구 화정2동 1000번지 4호 효원빌딩 505호41282737.630145126.831924<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3고양시㈜지엔로지스틱스코리아20081105<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 일산로441번길 16-19경기도 고양시일산동구 정발산동 1150번지 15호41082937.673044126.776112<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
4고양시㈜로젠해운20031108<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 고봉로702번길 97-14경기도 고양시일산구 설문동 783번지 1호 C동 3호41081937.717326126.794051<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
5고양시㈜베어스해운항공20030210<NA><NA>운영중<NA><NA><NA>경기도 고양시 덕양구 중앙로 542경기도 고양시덕양구 행신3동 952번지 세신빌딩 711호41283637.623351126.836993<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
6고양시㈜코리아해운항공20040128<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 정발산로 19, 301-1호 (장항동,지평프라자)경기도 고양시 일산동구 장항동 863번지 지평프라자 301-1호1040237.656723126.770625<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
7고양시(주)엔에이에스항공해운20030627<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 호수로 336경기도 고양시일산동구 백석2동 1330번지 브라운스톤오피스텔 103동 645호41090737.637611126.787756<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
8고양시씨제이엔해운(주)20050510<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 호수로 646-30경기도 고양시일산동구 장항2동 756번지 1호 신풍플로스타 704동 1호41083737.659907126.768145<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9고양시주식회사 이지로지텍20011012<NA><NA>운영중<NA><NA><NA>경기도 고양시 일산동구 백마로213번길 12경기도 고양시일산구 장항2동 852번지 1호 한솔프레미낭 1403호41083737.654869126.773953<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
시군명사업장명인허가일자인허가취소일자통합영업상태명영업상태명폐업일자소재지시설전화번호소재지면적소재지도로명주소소재지지번주소소재지우편번호WGS84위도WGS84경도업태구분명정보X좌표값Y좌표값자치단체코드업체유형명자본금지정정비업종명면허일자면허유효기간시작일자면허유효기간종료일자자격면허발급기관명
55용인시㈜케이씨씨로지스틱스20160509<NA><NA>운영중<NA><NA><NA>경기도 용인시 수지구 손곡로 29, 4층 (동천동)경기도 용인시 수지구 동천동 854번지 4층1682737.335793127.100004<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
56의정부시가이아로지스틱(주)20071211<NA><NA>운영중<NA><NA><NA>경기도 의정부시 범골로 105경기도 의정부시 의정부동 541번지 1호 수락빌딩 302호48084937.734289127.037948<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
57이천시(주)케이이에스20060508<NA><NA>운영중<NA><NA><NA>경기도 이천시 대월면 대월로932번길 94경기도 이천시 대월면 초지리 57번지46785237.234953127.501398<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
58파주시(주)아주테크20090717<NA><NA>폐업 등20120821<NA><NA><NA>경기도 파주시 조리읍 오산리 105번지 5호413821<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
59평택시㈜금송로지스틱스20101105<NA><NA>운영중<NA><NA><NA>경기도 평택시 포승읍 평택항만길 86, 103호경기도 평택시 포승읍 만호리 570번지 103호1796236.959644126.848285<NA><NA><NA><NA>국제물류주선업300000000<NA><NA><NA><NA><NA>
60평택시에이케이에스앤디(주)20031027<NA><NA>운영중<NA><NA><NA><NA>경기도 평택시 평택동 55번지 3호450826<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
61평택시대아항운㈜20020626<NA><NA>운영중<NA><NA><NA>경기도 평택시 포승읍 평택항만길 86경기도 평택시 포승읍 만호리 570번지45182136.959644126.848285<NA><NA><NA><NA>국제물류주선업2518485000<NA><NA><NA><NA><NA>
62평택시(주)파트너스로지스20050406<NA><NA>폐업 등20100323<NA><NA><NA>경기도 평택시 고덕면 궁리 태평아파트 상가동 306호451741<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
63평택시(주)탑코리아20090410<NA><NA>폐업 등20120402<NA><NA><NA>경기도 평택시 포승읍 원정리 1203번지 1호451822<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
64화성시서원아이티(주)20070503<NA><NA>폐업 등20120510<NA><NA><NA>경기도 화성시 송산면 육일리 588번지 3호445873<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>