Overview

Dataset statistics

Number of variables31
Number of observations747
Missing cells5566
Missing cells (%)24.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory195.6 KiB
Average record size in memory268.2 B

Variable types

Numeric11
Categorical10
Unsupported6
Text3
DateTime1

Dataset

Description2021-02-01
Author지방행정인허가공개데이터
URLhttps://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123139

Alerts

개방서비스명 has constant value ""Constant
개방서비스id has constant value ""Constant
개방자치단체코드 has constant value ""Constant
최종수정시점 is highly imbalanced (98.5%)Imbalance
데이터갱신구분 is highly imbalanced (98.5%)Imbalance
업태구분명 is highly imbalanced (79.2%)Imbalance
거래처 is highly imbalanced (81.5%)Imbalance
인허가취소일자 has 747 (100.0%) missing valuesMissing
폐업일자 has 275 (36.8%) missing valuesMissing
휴업시작일자 has 747 (100.0%) missing valuesMissing
휴업종료일자 has 747 (100.0%) missing valuesMissing
재개업일자 has 747 (100.0%) missing valuesMissing
소재지전화 has 155 (20.7%) missing valuesMissing
소재지면적 has 747 (100.0%) missing valuesMissing
소재지우편번호 has 86 (11.5%) missing valuesMissing
도로명전체주소 has 89 (11.9%) missing valuesMissing
도로명우편번호 has 284 (38.0%) missing valuesMissing
좌표정보(x) has 85 (11.4%) missing valuesMissing
좌표정보(y) has 85 (11.4%) missing valuesMissing
자본금 has 25 (3.3%) missing valuesMissing
Unnamed: 30 has 747 (100.0%) missing valuesMissing
번호 has unique valuesUnique
관리번호 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
재개업일자 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
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-21 00:50:54.625896
Analysis finished2024-04-21 00:50:55.756278
Duration1.13 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct747
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean374
Minimum1
Maximum747
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:50:55.882095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile38.3
Q1187.5
median374
Q3560.5
95-th percentile709.7
Maximum747
Range746
Interquartile range (IQR)373

Descriptive statistics

Standard deviation215.78461
Coefficient of variation (CV)0.57696421
Kurtosis-1.2
Mean374
Median Absolute Deviation (MAD)187
Skewness0
Sum279378
Variance46563
MonotonicityStrictly increasing
2024-04-21T09:50:56.139794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
503 1
 
0.1%
494 1
 
0.1%
495 1
 
0.1%
496 1
 
0.1%
497 1
 
0.1%
498 1
 
0.1%
499 1
 
0.1%
500 1
 
0.1%
501 1
 
0.1%
Other values (737) 737
98.7%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
747 1
0.1%
746 1
0.1%
745 1
0.1%
744 1
0.1%
743 1
0.1%
742 1
0.1%
741 1
0.1%
740 1
0.1%
739 1
0.1%
738 1
0.1%

개방서비스명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
석유및석유대체연료판매업체
747 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
석유및석유대체연료판매업체 747
100.0%

Length

2024-04-21T09:50:56.383573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:56.554742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
석유및석유대체연료판매업체 747
100.0%

개방서비스id
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
09_28_07_P
747 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row09_28_07_P
2nd row09_28_07_P
3rd row09_28_07_P
4th row09_28_07_P
5th row09_28_07_P

Common Values

ValueCountFrequency (%)
09_28_07_P 747
100.0%

Length

2024-04-21T09:50:56.727411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:56.901550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
09_28_07_p 747
100.0%

개방자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
6260000
747 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6260000
2nd row6260000
3rd row6260000
4th row6260000
5th row6260000

Common Values

ValueCountFrequency (%)
6260000 747
100.0%

Length

2024-04-21T09:50:57.073095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:57.244097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6260000 747
100.0%

관리번호
Real number (ℝ)

UNIQUE 

Distinct747
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0120812 × 1017
Minimum1.978626 × 1017
Maximum2.020626 × 1017
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:50:57.439556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.978626 × 1017
5-th percentile2.004626 × 1017
Q12.008626 × 1017
median2.011626 × 1017
Q32.015626 × 1017
95-th percentile2.019626 × 1017
Maximum2.020626 × 1017
Range4.2 × 1015
Interquartile range (IQR)7 × 1014

Descriptive statistics

Standard deviation5.2774557 × 1014
Coefficient of variation (CV)0.0026228841
Kurtosis5.073939
Mean2.0120812 × 1017
Median Absolute Deviation (MAD)4 × 1014
Skewness-1.0349638
Sum2.7285096 × 1018
Variance2.7851538 × 1029
MonotonicityNot monotonic
2024-04-21T09:50:57.692165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
201262600006500033 1
 
0.1%
200962600006700003 1
 
0.1%
200662600006500035 1
 
0.1%
200562600006500004 1
 
0.1%
200562600006500003 1
 
0.1%
200262600006500001 1
 
0.1%
200662600006500043 1
 
0.1%
200962600006500009 1
 
0.1%
200962600006500008 1
 
0.1%
200962600006500006 1
 
0.1%
Other values (737) 737
98.7%
ValueCountFrequency (%)
197862600006500001 1
0.1%
197862600006500002 1
0.1%
197962600006500001 1
0.1%
199562600006500001 1
0.1%
199662600006500001 1
0.1%
199862600006500001 1
0.1%
199962600006500001 1
0.1%
199962600006500002 1
0.1%
200062600006500001 1
0.1%
200062600006500002 1
0.1%
ValueCountFrequency (%)
202062600006600001 1
0.1%
202062600006500027 1
0.1%
202062600006500026 1
0.1%
202062600006500025 1
0.1%
202062600006500024 1
0.1%
202062600006500023 1
0.1%
202062600006500022 1
0.1%
202062600006500021 1
0.1%
202062600006500020 1
0.1%
202062600006500019 1
0.1%

인허가일자
Real number (ℝ)

Distinct618
Distinct (%)82.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20113842
Minimum19780719
Maximum20201214
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:50:57.945349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19780719
5-th percentile20040171
Q120080511
median20111124
Q320150768
95-th percentile20191105
Maximum20201214
Range420495
Interquartile range (IQR)70256.5

Descriptive statistics

Standard deviation56470.264
Coefficient of variation (CV)0.0028075324
Kurtosis6.7238135
Mean20113842
Median Absolute Deviation (MAD)39292
Skewness-1.4403699
Sum1.502504 × 1010
Variance3.1888907 × 109
MonotonicityNot monotonic
2024-04-21T09:50:58.196690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20110328 6
 
0.8%
20070911 4
 
0.5%
19780719 4
 
0.5%
20090624 4
 
0.5%
20090402 3
 
0.4%
20061101 3
 
0.4%
20170417 3
 
0.4%
20130108 3
 
0.4%
20100820 3
 
0.4%
20160114 3
 
0.4%
Other values (608) 711
95.2%
ValueCountFrequency (%)
19780719 4
0.5%
19790905 1
 
0.1%
19890429 1
 
0.1%
19950831 1
 
0.1%
19960206 1
 
0.1%
19981001 1
 
0.1%
19990816 1
 
0.1%
19991211 1
 
0.1%
19991230 1
 
0.1%
20000119 1
 
0.1%
ValueCountFrequency (%)
20201214 1
0.1%
20201126 1
0.1%
20201125 1
0.1%
20201112 2
0.3%
20201111 1
0.1%
20201109 1
0.1%
20201016 1
0.1%
20200907 1
0.1%
20200826 2
0.3%
20200820 1
0.1%

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

영업상태구분코드
Categorical

Distinct4
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
3
489 
1
176 
4
77 
2
 
5

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row4
2nd row4
3rd row4
4th row4
5th row4

Common Values

ValueCountFrequency (%)
3 489
65.5%
1 176
 
23.6%
4 77
 
10.3%
2 5
 
0.7%

Length

2024-04-21T09:50:58.423982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:58.610268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 489
65.5%
1 176
 
23.6%
4 77
 
10.3%
2 5
 
0.7%

영업상태명
Categorical

Distinct4
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
폐업
489 
영업/정상
176 
취소/말소/만료/정지/중지
77 
휴업
 
5

Length

Max length14
Median length2
Mean length3.9437751
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row취소/말소/만료/정지/중지
2nd row취소/말소/만료/정지/중지
3rd row취소/말소/만료/정지/중지
4th row취소/말소/만료/정지/중지
5th row취소/말소/만료/정지/중지

Common Values

ValueCountFrequency (%)
폐업 489
65.5%
영업/정상 176
 
23.6%
취소/말소/만료/정지/중지 77
 
10.3%
휴업 5
 
0.7%

Length

2024-04-21T09:50:58.815890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:59.012389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
폐업 489
65.5%
영업/정상 176
 
23.6%
취소/말소/만료/정지/중지 77
 
10.3%
휴업 5
 
0.7%

상세영업상태코드
Real number (ℝ)

Distinct6
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6586345
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:50:59.175345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q13
median3
Q33
95-th percentile7
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.7535685
Coefficient of variation (CV)0.47929589
Kurtosis-0.047800705
Mean3.6586345
Median Absolute Deviation (MAD)0
Skewness1.1755087
Sum2733
Variance3.0750024
MonotonicityNot monotonic
2024-04-21T09:50:59.351730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
3 489
65.5%
7 151
 
20.2%
2 77
 
10.3%
1 24
 
3.2%
5 5
 
0.7%
6 1
 
0.1%
ValueCountFrequency (%)
1 24
 
3.2%
2 77
 
10.3%
3 489
65.5%
5 5
 
0.7%
6 1
 
0.1%
7 151
 
20.2%
ValueCountFrequency (%)
7 151
 
20.2%
6 1
 
0.1%
5 5
 
0.7%
3 489
65.5%
2 77
 
10.3%
1 24
 
3.2%

상세영업상태명
Categorical

Distinct6
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
폐지
489 
영업개시
151 
등록취소
77 
신규
 
24
사업휴지
 
5

Length

Max length6
Median length2
Mean length2.6291834
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
폐지 489
65.5%
영업개시 151
 
20.2%
등록취소 77
 
10.3%
신규 24
 
3.2%
사업휴지 5
 
0.7%
휴지사업재개 1
 
0.1%

Length

2024-04-21T09:50:59.578355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:50:59.790641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
폐지 489
65.5%
영업개시 151
 
20.2%
등록취소 77
 
10.3%
신규 24
 
3.2%
사업휴지 5
 
0.7%
휴지사업재개 1
 
0.1%

폐업일자
Real number (ℝ)

MISSING 

Distinct410
Distinct (%)86.9%
Missing275
Missing (%)36.8%
Infinite0
Infinite (%)0.0%
Mean20121964
Minimum20000613
Maximum20200826
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:00.027841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20000613
5-th percentile20070718
Q120091215
median20120425
Q320143434
95-th percentile20180506
Maximum20200826
Range200213
Interquartile range (IQR)52218.25

Descriptive statistics

Standard deviation34906.058
Coefficient of variation (CV)0.0017347242
Kurtosis-0.35855168
Mean20121964
Median Absolute Deviation (MAD)29212.5
Skewness0.055589338
Sum9.4975672 × 109
Variance1.2184329 × 109
MonotonicityNot monotonic
2024-04-21T09:51:00.298853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20130107 3
 
0.4%
20071107 3
 
0.4%
20120710 3
 
0.4%
20111227 3
 
0.4%
20121203 3
 
0.4%
20120131 3
 
0.4%
20130118 2
 
0.3%
20150714 2
 
0.3%
20130315 2
 
0.3%
20111018 2
 
0.3%
Other values (400) 446
59.7%
(Missing) 275
36.8%
ValueCountFrequency (%)
20000613 1
0.1%
20020726 1
0.1%
20020805 1
0.1%
20021211 1
0.1%
20050428 1
0.1%
20061031 1
0.1%
20061205 1
0.1%
20070112 1
0.1%
20070123 1
0.1%
20070126 1
0.1%
ValueCountFrequency (%)
20200826 1
0.1%
20191120 1
0.1%
20191029 1
0.1%
20191025 1
0.1%
20190725 1
0.1%
20190722 1
0.1%
20190524 1
0.1%
20190328 1
0.1%
20190131 2
0.3%
20190124 1
0.1%

휴업시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

소재지전화
Real number (ℝ)

MISSING 

Distinct521
Distinct (%)88.0%
Missing155
Missing (%)20.7%
Infinite0
Infinite (%)0.0%
Mean6.5033323 × 108
Minimum25229792
Maximum7.0883601 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:00.567178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum25229792
5-th percentile5.1231541 × 108
Q15.1311233 × 108
median5.1462277 × 108
Q35.1509017 × 108
95-th percentile5.1926298 × 108
Maximum7.0883601 × 109
Range7.0631303 × 109
Interquartile range (IQR)1977842.8

Descriptive statistics

Standard deviation9.4389408 × 108
Coefficient of variation (CV)1.4514007
Kurtosis41.573423
Mean6.5033323 × 108
Median Absolute Deviation (MAD)1295165.5
Skewness6.5667185
Sum3.8499727 × 1011
Variance8.9093604 × 1017
MonotonicityNot monotonic
2024-04-21T09:51:00.826852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
512432678 4
 
0.5%
512426180 4
 
0.5%
517425678 3
 
0.4%
512440177 3
 
0.4%
514645249 3
 
0.4%
515218200 3
 
0.4%
514659309 3
 
0.4%
514185757 3
 
0.4%
514035678 3
 
0.4%
517143299 3
 
0.4%
Other values (511) 560
75.0%
(Missing) 155
 
20.7%
ValueCountFrequency (%)
25229792 1
0.1%
25651328 1
0.1%
25751355 1
0.1%
27225189 1
0.1%
27845061 1
0.1%
29545400 1
0.1%
512001101 1
0.1%
512021663 1
0.1%
512030610 1
0.1%
512035127 1
0.1%
ValueCountFrequency (%)
7088360114 1
0.1%
7088333251 1
0.1%
7086384884 2
0.3%
7076700032 1
0.1%
7074305183 1
0.1%
7049610029 1
0.1%
7049014335 1
0.1%
7042062450 1
0.1%
7041517007 1
0.1%
7041401424 1
0.1%

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

소재지우편번호
Real number (ℝ)

MISSING 

Distinct279
Distinct (%)42.2%
Missing86
Missing (%)11.5%
Infinite0
Infinite (%)0.0%
Mean486876.2
Minimum4698
Maximum619906
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:01.082782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4698
5-th percentile48548
Q1600014
median601837
Q3608805
95-th percentile617809
Maximum619906
Range615208
Interquartile range (IQR)8791

Descriptive statistics

Standard deviation229122.02
Coefficient of variation (CV)0.47059606
Kurtosis-0.030916038
Mean486876.2
Median Absolute Deviation (MAD)4973
Skewness-1.4014376
Sum3.2182516 × 108
Variance5.24969 × 1010
MonotonicityNot monotonic
2024-04-21T09:51:01.329433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
601839 31
 
4.1%
600022 21
 
2.8%
600814 20
 
2.7%
601837 20
 
2.7%
600816 19
 
2.5%
601838 18
 
2.4%
600012 14
 
1.9%
602011 12
 
1.6%
617721 10
 
1.3%
601729 9
 
1.2%
Other values (269) 487
65.2%
(Missing) 86
 
11.5%
ValueCountFrequency (%)
4698 1
0.1%
4892 1
0.1%
4897 1
0.1%
6765 1
0.1%
46020 1
0.1%
46273 1
0.1%
46274 1
0.1%
46702 1
0.1%
46734 1
0.1%
46735 1
0.1%
ValueCountFrequency (%)
619906 1
 
0.1%
619902 1
 
0.1%
618820 1
 
0.1%
618815 1
 
0.1%
618814 1
 
0.1%
618330 1
 
0.1%
618280 1
 
0.1%
617843 1
 
0.1%
617841 5
0.7%
617837 1
 
0.1%

소재지전체주소
Text

Distinct707
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2024-04-21T09:51:02.358725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length39
Mean length29.574297
Min length13

Characters and Unicode

Total characters22092
Distinct characters293
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

Unique670 ?
Unique (%)89.7%

Sample

1st row부산광역시 기장군 기장읍 708번지 1호
2nd row부산광역시 연제구 연산동 702번지 9호 뉴그랜드오피스텔 1308호
3rd row부산광역시 연제구 연산동 685번지 11호
4th row부산광역시 부산진구 범천동 850번지 166호
5th row부산광역시 사상구 주례동 41번지 8호
ValueCountFrequency (%)
부산광역시 742
 
16.7%
중구 224
 
5.1%
동구 164
 
3.7%
1호 98
 
2.2%
중앙동4가 98
 
2.2%
초량동 88
 
2.0%
사상구 63
 
1.4%
서구 52
 
1.2%
2호 47
 
1.1%
초량1동 35
 
0.8%
Other values (1129) 2824
63.7%
2024-04-21T09:51:04.139048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4270
19.3%
1 1179
 
5.3%
동 1067
 
4.8%
호 910
 
4.1%
부 846
 
3.8%
산 836
 
3.8%
광 786
 
3.6%
구 766
 
3.5%
시 758
 
3.4%
역 746
 
3.4%
Other values (283) 9928
44.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12781
57.9%
Decimal Number 4835
 
21.9%
Space Separator 4270
 
19.3%
Dash Punctuation 140
 
0.6%
Uppercase Letter 26
 
0.1%
Close Punctuation 15
 
0.1%
Open Punctuation 14
 
0.1%
Other Punctuation 10
 
< 0.1%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 1067
 
8.3%
호 910
 
7.1%
부 846
 
6.6%
산 836
 
6.5%
광 786
 
6.1%
구 766
 
6.0%
시 758
 
5.9%
역 746
 
5.8%
지 638
 
5.0%
번 613
 
4.8%
Other values (250) 4815
37.7%
Uppercase Letter
ValueCountFrequency (%)
B 7
26.9%
C 3
11.5%
T 3
11.5%
O 2
 
7.7%
A 2
 
7.7%
M 2
 
7.7%
X 1
 
3.8%
S 1
 
3.8%
R 1
 
3.8%
Y 1
 
3.8%
Other values (3) 3
11.5%
Decimal Number
ValueCountFrequency (%)
1 1179
24.4%
2 672
13.9%
0 623
12.9%
3 502
10.4%
4 479
9.9%
5 370
 
7.7%
6 323
 
6.7%
8 250
 
5.2%
7 248
 
5.1%
9 189
 
3.9%
Other Punctuation
ValueCountFrequency (%)
, 5
50.0%
/ 2
 
20.0%
; 1
 
10.0%
# 1
 
10.0%
& 1
 
10.0%
Space Separator
ValueCountFrequency (%)
4270
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 140
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Lowercase Letter
ValueCountFrequency (%)
b 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12781
57.9%
Common 9284
42.0%
Latin 27
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 1067
 
8.3%
호 910
 
7.1%
부 846
 
6.6%
산 836
 
6.5%
광 786
 
6.1%
구 766
 
6.0%
시 758
 
5.9%
역 746
 
5.8%
지 638
 
5.0%
번 613
 
4.8%
Other values (250) 4815
37.7%
Common
ValueCountFrequency (%)
4270
46.0%
1 1179
 
12.7%
2 672
 
7.2%
0 623
 
6.7%
3 502
 
5.4%
4 479
 
5.2%
5 370
 
4.0%
6 323
 
3.5%
8 250
 
2.7%
7 248
 
2.7%
Other values (9) 368
 
4.0%
Latin
ValueCountFrequency (%)
B 7
25.9%
C 3
11.1%
T 3
11.1%
O 2
 
7.4%
A 2
 
7.4%
M 2
 
7.4%
b 1
 
3.7%
X 1
 
3.7%
S 1
 
3.7%
R 1
 
3.7%
Other values (4) 4
14.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12781
57.9%
ASCII 9311
42.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4270
45.9%
1 1179
 
12.7%
2 672
 
7.2%
0 623
 
6.7%
3 502
 
5.4%
4 479
 
5.1%
5 370
 
4.0%
6 323
 
3.5%
8 250
 
2.7%
7 248
 
2.7%
Other values (23) 395
 
4.2%
Hangul
ValueCountFrequency (%)
동 1067
 
8.3%
호 910
 
7.1%
부 846
 
6.6%
산 836
 
6.5%
광 786
 
6.1%
구 766
 
6.0%
시 758
 
5.9%
역 746
 
5.8%
지 638
 
5.0%
번 613
 
4.8%
Other values (250) 4815
37.7%

도로명전체주소
Text

MISSING 

Distinct612
Distinct (%)93.0%
Missing89
Missing (%)11.9%
Memory size6.0 KiB
2024-04-21T09:51:05.424059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length52
Median length43
Mean length34.465046
Min length21

Characters and Unicode

Total characters22678
Distinct characters321
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

Unique571 ?
Unique (%)86.8%

Sample

1st row부산광역시 기장군 기장읍 기장대로 429
2nd row부산광역시 연제구 중앙대로 1078, 1308호 (연산동,뉴그랜드오피스텔)
3rd row부산광역시 연제구 월드컵대로 34, 2층 (연산동)
4th row부산광역시 부산진구 황령대로8번길 19-1 (범천동)
5th row부산광역시 사상구 백양대로 333 (주례동)
ValueCountFrequency (%)
부산광역시 656
 
16.8%
중구 206
 
5.3%
동구 141
 
3.6%
중앙대로 69
 
1.8%
서구 48
 
1.2%
사상구 45
 
1.1%
초량동 41
 
1.0%
중앙동4가 38
 
1.0%
중앙대로180번길 35
 
0.9%
영도구 29
 
0.7%
Other values (1113) 2606
66.6%
2024-04-21T09:51:07.203850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3256
 
14.4%
동 962
 
4.2%
1 822
 
3.6%
, 815
 
3.6%
부 754
 
3.3%
산 742
 
3.3%
광 730
 
3.2%
구 691
 
3.0%
시 681
 
3.0%
) 669
 
2.9%
Other values (311) 12556
55.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13004
57.3%
Decimal Number 4069
 
17.9%
Space Separator 3256
 
14.4%
Other Punctuation 820
 
3.6%
Close Punctuation 669
 
2.9%
Open Punctuation 668
 
2.9%
Dash Punctuation 153
 
0.7%
Uppercase Letter 38
 
0.2%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 962
 
7.4%
부 754
 
5.8%
산 742
 
5.7%
광 730
 
5.6%
구 691
 
5.3%
시 681
 
5.2%
역 660
 
5.1%
로 648
 
5.0%
중 568
 
4.4%
대 460
 
3.5%
Other values (277) 6108
47.0%
Uppercase Letter
ValueCountFrequency (%)
B 7
18.4%
C 6
15.8%
A 5
13.2%
P 4
10.5%
E 3
7.9%
T 3
7.9%
M 2
 
5.3%
O 2
 
5.3%
Y 1
 
2.6%
R 1
 
2.6%
Other values (4) 4
10.5%
Decimal Number
ValueCountFrequency (%)
1 822
20.2%
2 580
14.3%
0 549
13.5%
3 463
11.4%
4 338
8.3%
6 318
 
7.8%
5 305
 
7.5%
8 245
 
6.0%
9 232
 
5.7%
7 217
 
5.3%
Other Punctuation
ValueCountFrequency (%)
, 815
99.4%
/ 2
 
0.2%
; 1
 
0.1%
# 1
 
0.1%
& 1
 
0.1%
Space Separator
ValueCountFrequency (%)
3256
100.0%
Close Punctuation
ValueCountFrequency (%)
) 669
100.0%
Open Punctuation
ValueCountFrequency (%)
( 668
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 153
100.0%
Lowercase Letter
ValueCountFrequency (%)
b 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13004
57.3%
Common 9635
42.5%
Latin 39
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 962
 
7.4%
부 754
 
5.8%
산 742
 
5.7%
광 730
 
5.6%
구 691
 
5.3%
시 681
 
5.2%
역 660
 
5.1%
로 648
 
5.0%
중 568
 
4.4%
대 460
 
3.5%
Other values (277) 6108
47.0%
Common
ValueCountFrequency (%)
3256
33.8%
1 822
 
8.5%
, 815
 
8.5%
) 669
 
6.9%
( 668
 
6.9%
2 580
 
6.0%
0 549
 
5.7%
3 463
 
4.8%
4 338
 
3.5%
6 318
 
3.3%
Other values (9) 1157
 
12.0%
Latin
ValueCountFrequency (%)
B 7
17.9%
C 6
15.4%
A 5
12.8%
P 4
10.3%
E 3
7.7%
T 3
7.7%
M 2
 
5.1%
O 2
 
5.1%
Y 1
 
2.6%
R 1
 
2.6%
Other values (5) 5
12.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13004
57.3%
ASCII 9674
42.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3256
33.7%
1 822
 
8.5%
, 815
 
8.4%
) 669
 
6.9%
( 668
 
6.9%
2 580
 
6.0%
0 549
 
5.7%
3 463
 
4.8%
4 338
 
3.5%
6 318
 
3.3%
Other values (24) 1196
 
12.4%
Hangul
ValueCountFrequency (%)
동 962
 
7.4%
부 754
 
5.8%
산 742
 
5.7%
광 730
 
5.6%
구 691
 
5.3%
시 681
 
5.2%
역 660
 
5.1%
로 648
 
5.0%
중 568
 
4.4%
대 460
 
3.5%
Other values (277) 6108
47.0%

도로명우편번호
Real number (ℝ)

MISSING 

Distinct228
Distinct (%)49.2%
Missing284
Missing (%)38.0%
Infinite0
Infinite (%)0.0%
Mean331642.33
Minimum4672
Maximum619906
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:07.608312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4672
5-th percentile46736.6
Q148821
median600012
Q3601839
95-th percentile617721
Maximum619906
Range615234
Interquartile range (IQR)553018

Descriptive statistics

Standard deviation279538.5
Coefficient of variation (CV)0.84289148
Kurtosis-2.0043162
Mean331642.33
Median Absolute Deviation (MAD)17831
Skewness-0.039492662
Sum1.535504 × 108
Variance7.8141771 × 1010
MonotonicityNot monotonic
2024-04-21T09:51:08.037872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
48733 14
 
1.9%
48821 11
 
1.5%
600814 11
 
1.5%
600022 11
 
1.5%
601839 11
 
1.5%
601838 11
 
1.5%
601837 11
 
1.5%
48941 9
 
1.2%
600816 9
 
1.2%
48936 8
 
1.1%
Other values (218) 357
47.8%
(Missing) 284
38.0%
ValueCountFrequency (%)
4672 1
0.1%
4678 1
0.1%
4698 1
0.1%
4892 1
0.1%
4897 1
0.1%
4921 1
0.1%
6765 1
0.1%
13937 1
0.1%
46020 1
0.1%
46234 1
0.1%
ValueCountFrequency (%)
619906 1
0.1%
618820 1
0.1%
618814 1
0.1%
618280 1
0.1%
617843 1
0.1%
617841 2
0.3%
617833 1
0.1%
617814 2
0.3%
617812 1
0.1%
617810 2
0.3%

사업장명
Text

Distinct696
Distinct (%)93.2%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
2024-04-21T09:51:08.909892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length14
Mean length7.5274431
Min length2

Characters and Unicode

Total characters5623
Distinct characters279
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

Unique648 ?
Unique (%)86.7%

Sample

1st row(주)무진석유
2nd row(주)대신에너지
3rd row(주)반도에너지
4th row(주)화승에너지
5th row(주)티제이에너지
ValueCountFrequency (%)
주식회사 21
 
2.7%
플러스판매(주 3
 
0.4%
대성씨그린(주 3
 
0.4%
주)명성에너지 3
 
0.4%
주)부천마린 2
 
0.3%
하나로에너지 2
 
0.3%
주)동성상사 2
 
0.3%
비와이에너지(주 2
 
0.3%
주)육해상에너지 2
 
0.3%
주)삼원해상개발 2
 
0.3%
Other values (694) 733
94.6%
2024-04-21T09:51:10.242775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 692
 
12.3%
) 669
 
11.9%
( 666
 
11.8%
에 266
 
4.7%
지 238
 
4.2%
너 210
 
3.7%
유 134
 
2.4%
이 105
 
1.9%
린 99
 
1.8%
해 95
 
1.7%
Other values (269) 2449
43.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4206
74.8%
Close Punctuation 670
 
11.9%
Open Punctuation 667
 
11.9%
Other Symbol 31
 
0.6%
Space Separator 28
 
0.5%
Lowercase Letter 8
 
0.1%
Uppercase Letter 6
 
0.1%
Other Punctuation 5
 
0.1%
Decimal Number 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 692
 
16.5%
에 266
 
6.3%
지 238
 
5.7%
너 210
 
5.0%
유 134
 
3.2%
이 105
 
2.5%
린 99
 
2.4%
해 95
 
2.3%
마 93
 
2.2%
업 83
 
2.0%
Other values (248) 2191
52.1%
Lowercase Letter
ValueCountFrequency (%)
e 2
25.0%
a 2
25.0%
n 1
12.5%
l 1
12.5%
t 1
12.5%
d 1
12.5%
Uppercase Letter
ValueCountFrequency (%)
L 1
16.7%
C 1
16.7%
S 1
16.7%
M 1
16.7%
P 1
16.7%
O 1
16.7%
Close Punctuation
ValueCountFrequency (%)
) 669
99.9%
] 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 666
99.9%
[ 1
 
0.1%
Other Punctuation
ValueCountFrequency (%)
. 4
80.0%
, 1
 
20.0%
Other Symbol
ValueCountFrequency (%)
㈜ 31
100.0%
Space Separator
ValueCountFrequency (%)
28
100.0%
Decimal Number
ValueCountFrequency (%)
1 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4237
75.4%
Common 1372
 
24.4%
Latin 14
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 692
 
16.3%
에 266
 
6.3%
지 238
 
5.6%
너 210
 
5.0%
유 134
 
3.2%
이 105
 
2.5%
린 99
 
2.3%
해 95
 
2.2%
마 93
 
2.2%
업 83
 
2.0%
Other values (249) 2222
52.4%
Latin
ValueCountFrequency (%)
e 2
14.3%
a 2
14.3%
n 1
7.1%
L 1
7.1%
l 1
7.1%
C 1
7.1%
t 1
7.1%
d 1
7.1%
S 1
7.1%
M 1
7.1%
Other values (2) 2
14.3%
Common
ValueCountFrequency (%)
) 669
48.8%
( 666
48.5%
28
 
2.0%
. 4
 
0.3%
1 2
 
0.1%
] 1
 
0.1%
, 1
 
0.1%
[ 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4206
74.8%
ASCII 1386
 
24.6%
None 31
 
0.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 692
 
16.5%
에 266
 
6.3%
지 238
 
5.7%
너 210
 
5.0%
유 134
 
3.2%
이 105
 
2.5%
린 99
 
2.4%
해 95
 
2.3%
마 93
 
2.2%
업 83
 
2.0%
Other values (248) 2191
52.1%
ASCII
ValueCountFrequency (%)
) 669
48.3%
( 666
48.1%
28
 
2.0%
. 4
 
0.3%
e 2
 
0.1%
1 2
 
0.1%
a 2
 
0.1%
] 1
 
0.1%
, 1
 
0.1%
[ 1
 
0.1%
Other values (10) 10
 
0.7%
None
ValueCountFrequency (%)
㈜ 31
100.0%

최종수정시점
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
20201226193502
746 
20191230193504
 
1

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row20201226193502
2nd row20201226193502
3rd row20201226193502
4th row20201226193502
5th row20201226193502

Common Values

ValueCountFrequency (%)
20201226193502 746
99.9%
20191230193504 1
 
0.1%

Length

2024-04-21T09:51:10.677482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:51:11.001001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20201226193502 746
99.9%
20191230193504 1
 
0.1%

데이터갱신구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
U
746 
I
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
U 746
99.9%
I 1
 
0.1%

Length

2024-04-21T09:51:11.343752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:51:11.661063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
u 746
99.9%
i 1
 
0.1%

데이터갱신일자
Date

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
Minimum2019-12-31 00:23:26
Maximum2020-12-28 02:40:00
2024-04-21T09:51:11.922751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T09:51:12.242497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)

업태구분명
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
일반대리점
699 
부생연료판매소
 
25
용제대리점
 
22
석유대체연료판매업(대리점)
 
1

Length

Max length14
Median length5
Mean length5.0789826
Min length5

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
일반대리점 699
93.6%
부생연료판매소 25
 
3.3%
용제대리점 22
 
2.9%
석유대체연료판매업(대리점) 1
 
0.1%

Length

2024-04-21T09:51:12.629374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T09:51:12.954286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반대리점 699
93.6%
부생연료판매소 25
 
3.3%
용제대리점 22
 
2.9%
석유대체연료판매업(대리점 1
 
0.1%

좌표정보(x)
Real number (ℝ)

MISSING 

Distinct425
Distinct (%)64.2%
Missing85
Missing (%)11.4%
Infinite0
Infinite (%)0.0%
Mean385437.2
Minimum196248.09
Maximum401670.85
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:13.325307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum196248.09
5-th percentile380292.33
Q1384865.94
median385724.32
Q3386475.58
95-th percentile392546.28
Maximum401670.85
Range205422.77
Interquartile range (IQR)1609.6425

Descriptive statistics

Standard deviation11010.465
Coefficient of variation (CV)0.028566171
Kurtosis248.61614
Mean385437.2
Median Absolute Deviation (MAD)756.1192
Skewness-14.74333
Sum2.5515942 × 108
Variance1.2123034 × 108
MonotonicityNot monotonic
2024-04-21T09:51:13.749460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
385630.742187332 13
 
1.7%
385956.31866986 13
 
1.7%
385473.117196105 11
 
1.5%
385514.844564816 8
 
1.1%
385561.650139456 8
 
1.1%
384249.201710589 8
 
1.1%
385915.728599376 6
 
0.8%
385663.457515779 6
 
0.8%
386089.420913756 6
 
0.8%
380482.767624189 6
 
0.8%
Other values (415) 577
77.2%
(Missing) 85
 
11.4%
ValueCountFrequency (%)
196248.086249299 1
 
0.1%
201683.098682684 1
 
0.1%
365815.351657 1
 
0.1%
367475.185418626 1
 
0.1%
368412.365612023 1
 
0.1%
370182.889639165 1
 
0.1%
371577.30024544 3
0.4%
372004.045864421 1
 
0.1%
373006.154295793 1
 
0.1%
374006.494845038 1
 
0.1%
ValueCountFrequency (%)
401670.854524671 1
 
0.1%
400669.0 1
 
0.1%
400176.321792 1
 
0.1%
399031.076638 1
 
0.1%
398020.85124 1
 
0.1%
397827.333791435 1
 
0.1%
396697.860724865 3
0.4%
396180.621244719 4
0.5%
395299.782633344 2
0.3%
394281.820811547 1
 
0.1%

좌표정보(y)
Real number (ℝ)

MISSING 

Distinct425
Distinct (%)64.2%
Missing85
Missing (%)11.4%
Infinite0
Infinite (%)0.0%
Mean183844.58
Minimum176014.23
Maximum440311.82
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:14.151805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum176014.23
5-th percentile178848.14
Q1180152.74
median181231.06
Q3185326.84
95-th percentile193165.8
Maximum440311.82
Range264297.59
Interquartile range (IQR)5174.1047

Descriptive statistics

Standard deviation14689.452
Coefficient of variation (CV)0.07990147
Kurtosis266.53503
Mean183844.58
Median Absolute Deviation (MAD)1364.9935
Skewness15.571178
Sum1.2170511 × 108
Variance2.1578 × 108
MonotonicityNot monotonic
2024-04-21T09:51:14.448049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
180306.821082315 13
 
1.7%
181231.059906128 13
 
1.7%
179880.976912079 11
 
1.5%
179798.854865759 8
 
1.1%
180152.738082365 8
 
1.1%
180080.172971726 8
 
1.1%
181331.73642571 6
 
0.8%
179718.597231335 6
 
0.8%
181731.617240491 6
 
0.8%
185582.274947583 6
 
0.8%
Other values (415) 577
77.2%
(Missing) 85
 
11.4%
ValueCountFrequency (%)
176014.233228622 1
0.1%
176053.812659927 1
0.1%
176274.901317494 1
0.1%
176671.385737941 1
0.1%
176694.387664534 2
0.3%
176739.117538016 1
0.1%
176951.699573677 2
0.3%
177006.174171524 1
0.1%
177154.933523472 1
0.1%
177165.36117383 1
0.1%
ValueCountFrequency (%)
440311.824951753 1
0.1%
433633.415412822 1
0.1%
205886.479717 1
0.1%
205503.855855 1
0.1%
199001.043230417 1
0.1%
198719.850171239 1
0.1%
198262.433083288 1
0.1%
198069.527451455 1
0.1%
198055.817009701 1
0.1%
197931.667596638 2
0.3%

자본금
Real number (ℝ)

MISSING 

Distinct33
Distinct (%)4.6%
Missing25
Missing (%)3.3%
Infinite0
Infinite (%)0.0%
Mean1.5693815 × 108
Minimum50000000
Maximum4.95 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.7 KiB
2024-04-21T09:51:14.684820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum50000000
5-th percentile1 × 108
Q11 × 108
median1 × 108
Q31 × 108
95-th percentile3 × 108
Maximum4.95 × 109
Range4.9 × 109
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3.4416973 × 108
Coefficient of variation (CV)2.1930279
Kurtosis109.28232
Mean1.5693815 × 108
Median Absolute Deviation (MAD)0
Skewness9.762656
Sum1.1330934 × 1011
Variance1.1845281 × 1017
MonotonicityNot monotonic
2024-04-21T09:51:14.932388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
100000000 628
84.1%
50000000 18
 
2.4%
200000000 16
 
2.1%
300000000 11
 
1.5%
500000000 8
 
1.1%
150000000 4
 
0.5%
400000000 3
 
0.4%
950000000 3
 
0.4%
1000000000 3
 
0.4%
110000000 2
 
0.3%
Other values (23) 26
 
3.5%
(Missing) 25
 
3.3%
ValueCountFrequency (%)
50000000 18
 
2.4%
50107000 1
 
0.1%
100000000 628
84.1%
103040000 1
 
0.1%
110000000 2
 
0.3%
113700000 1
 
0.1%
120000000 1
 
0.1%
140000000 1
 
0.1%
150000000 4
 
0.5%
176566000 1
 
0.1%
ValueCountFrequency (%)
4950000000 1
 
0.1%
4213514000 1
 
0.1%
3640000000 1
 
0.1%
3500000000 1
 
0.1%
2618979350 1
 
0.1%
2000000000 1
 
0.1%
1300000000 2
0.3%
1000000000 3
0.4%
999000000 2
0.3%
950000000 3
0.4%

거래처
Categorical

IMBALANCE 

Distinct25
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
기타
666 
SK
 
24
현대
 
19
GS칼텍스
 
10
S-Oil
 
4
Other values (20)
 
24

Length

Max length14
Median length2
Mean length2.1834003
Min length2

Unique

Unique16 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
기타 666
89.2%
SK 24
 
3.2%
현대 19
 
2.5%
GS칼텍스 10
 
1.3%
S-Oil 4
 
0.5%
삼성종합화학(주) 2
 
0.3%
일반 2
 
0.3%
SK가스 2
 
0.3%
미정 2
 
0.3%
(주)포세이돈 코리아 1
 
0.1%
Other values (15) 15
 
2.0%

Length

2024-04-21T09:51:15.174318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
기타 666
88.8%
sk 25
 
3.3%
현대 19
 
2.5%
gs칼텍스 10
 
1.3%
s-oil 4
 
0.5%
sk가스 2
 
0.3%
미정 2
 
0.3%
일반 2
 
0.3%
삼성종합화학(주 2
 
0.3%
주)롯데대산유화 1
 
0.1%
Other values (17) 17
 
2.3%

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing747
Missing (%)100.0%
Memory size6.7 KiB

Sample

번호개방서비스명개방서비스id개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(x)좌표정보(y)자본금거래처Unnamed: 30
01석유및석유대체연료판매업체09_28_07_P626000020126260000650003320120802<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>517285284<NA>619906부산광역시 기장군 기장읍 708번지 1호부산광역시 기장군 기장읍 기장대로 429619906(주)무진석유20201226193502U2020-12-28 02:40:00.0일반대리점401670.854525195010.449386100000000기타<NA>
12석유및석유대체연료판매업체09_28_07_P626000020126260000650003020120719<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>518529580<NA>611714부산광역시 연제구 연산동 702번지 9호 뉴그랜드오피스텔 1308호부산광역시 연제구 중앙대로 1078, 1308호 (연산동,뉴그랜드오피스텔)611714(주)대신에너지20201226193502U2020-12-28 02:40:00.0일반대리점389444.436546189180.052866100000000기타<NA>
23석유및석유대체연료판매업체09_28_07_P626000020126260000650002820120705<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA><NA><NA>611825부산광역시 연제구 연산동 685번지 11호부산광역시 연제구 월드컵대로 34, 2층 (연산동)611825(주)반도에너지20201226193502U2020-12-28 02:40:00.0일반대리점389925.588963188480.976603100000000기타<NA>
34석유및석유대체연료판매업체09_28_07_P626000020116260000650004920111224<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>513245188<NA>614828부산광역시 부산진구 범천동 850번지 166호부산광역시 부산진구 황령대로8번길 19-1 (범천동)614828(주)화승에너지20201226193502U2020-12-28 02:40:00.0일반대리점387705.400555185006.741867100000000기타<NA>
45석유및석유대체연료판매업체09_28_07_P626000020116260000650004820111220<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA><NA><NA>617833부산광역시 사상구 주례동 41번지 8호부산광역시 사상구 백양대로 333 (주례동)617833(주)티제이에너지20201226193502U2020-12-28 02:40:00.0일반대리점383584.834224185658.333042100000000기타<NA>
56석유및석유대체연료판매업체09_28_07_P626000020116260000670000420111212<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>517458370<NA>612889부산광역시 해운대구 우2동 1514번지 센텀리더스마크 3603호부산광역시 해운대구 APEC로 17, 3603호 (우동,센텀리더스마크)612889(주)대유이엔아이20201226193502U2020-12-28 02:40:00.0부생연료판매소394209.294345187280.207931<NA>기타<NA>
67석유및석유대체연료판매업체09_28_07_P626000020116260000650002120110621<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>513216728<NA>617800부산광역시 사상구 감전2동 118번지 34호부산광역시 사상구 학감대로 275 (감전동)<NA>(주)동진에너지20201226193502U2020-12-28 02:40:00.0일반대리점381314.49826185844.437137100000000기타<NA>
78석유및석유대체연료판매업체09_28_07_P626000020106260000650004320101213<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>513385182<NA>616831부산광역시 북구 만덕2동<NA><NA>(주)윈에너지20201226193502U2020-12-28 02:40:00.0일반대리점<NA><NA>100000000S-Oil<NA>
89석유및석유대체연료판매업체09_28_07_P626000020106260000650002520100726<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>514621170<NA>600014부산광역시 중구 중앙동4가 23번지 1호 노블라인 1214호부산광역시 중구 중앙대로 80 (중앙동4가,노블라인 1214호)<NA>(주)융에너지20201226193502U2020-12-28 02:40:00.0일반대리점385630.742187180306.821082100000000기타<NA>
910석유및석유대체연료판매업체09_28_07_P626000020116260000650002220110705<NA>4취소/말소/만료/정지/중지2등록취소<NA><NA><NA><NA>512446681<NA>600022부산광역시 중구 동광동2가 4번지부산광역시 중구 광복로97번길 18 (동광동2가)<NA>(주)금후20201226193502U2020-12-28 02:40:00.0일반대리점385514.844565179798.854866100000000기타<NA>
번호개방서비스명개방서비스id개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(x)좌표정보(y)자본금거래처Unnamed: 30
737738석유및석유대체연료판매업체09_28_07_P626000020086260000650001720080501<NA>3폐업3폐지20090319<NA><NA><NA>512462600<NA>600074부산광역시 중구 부평동4가 45번지 향원부평타워 301호부산광역시 중구 대청로 22, 301호 (부평동4가,향원부평타워)<NA>(주)에스에이치오일20201226193502U2020-12-28 02:40:00.0일반대리점384310.556055180078.05988100000000기타<NA>
738739석유및석유대체연료판매업체09_28_07_P626000020086260000650001620080428<NA>3폐업3폐지20090923<NA><NA><NA><NA><NA>613813부산광역시 수영구 남천2동 7번지 18호부산광역시 수영구 광남로 36 (남천동)<NA>(주)보송20201226193502U2020-12-28 02:40:00.0일반대리점392347.84738185013.817859100000000기타<NA>
739740석유및석유대체연료판매업체09_28_07_P626000020096260000650001620090601<NA>3폐업3폐지20110503<NA><NA><NA>516388383<NA>601843부산광역시 동구 범일2동 825번지 7호 두산포세이돈2 105동 904호부산광역시 동구 자성로116번길 2, 105동 904호 (범일동,두산포세이돈2)601843(주)세일20201226193502U2020-12-28 02:40:00.0일반대리점388040.09036183818.845449100000000SK<NA>
740741석유및석유대체연료판매업체09_28_07_P626000020096260000650001520090506<NA>3폐업3폐지20090928<NA><NA><NA>514620711<NA>601837부산광역시 동구 초량3동 1196번지 왕자빌딩 503동<NA><NA>(유)태경해운20201226193502U2020-12-28 02:40:00.0일반대리점<NA><NA>200000000SK<NA>
741742석유및석유대체연료판매업체09_28_07_P626000020196260000650001520190328<NA>3폐업3폐지20190328<NA><NA><NA>514417537<NA>48936부산광역시 중구 중앙동4가 78-10 효동빌딩부산광역시 중구 충장대로9번길 51, 효동빌딩 (중앙동4가)48936동성석유(주)20201226193502U2020-12-28 02:40:00.0일반대리점385779.620326180870.193592300000000기타<NA>
742743석유및석유대체연료판매업체09_28_07_P626000020196260000650000520190131<NA>3폐업3폐지20190131<NA><NA><NA>512571253<NA>48955부산광역시 중구 동광동2가 4번지 동양빌딩부산광역시 중구 광복로97번길 18, 동양빌딩 500호 (동광동2가)48955(주)천오마린20201226193502U2020-12-28 02:40:00.0일반대리점385514.844565179798.854866100000000기타<NA>
743744석유및석유대체연료판매업체09_28_07_P626000020196260000650000420190131<NA>3폐업3폐지20190131<NA><NA><NA><NA><NA>48951부산광역시 중구 동광동3가 30-1 동삼빌딩부산광역시 중구 백산길 10, 동삼빌딩 4층 (동광동3가)48951(주)흥한해운20201226193502U2020-12-28 02:40:00.0일반대리점385406.324659179996.870483100000000기타<NA>
744745석유및석유대체연료판매업체09_28_07_P626000020196260000650000220190124<NA>3폐업3폐지20190124<NA><NA><NA>514185757<NA>49036부산광역시 영도구 대교동2가 58-2 우창빌딩부산광역시 영도구 절영로 15-1, 우창빌딩 5층 (대교동2가)49036(주)경탑20201226193502U2020-12-28 02:40:00.0일반대리점385982.563742178968.950783100000000기타<NA>
745746석유및석유대체연료판매업체09_28_07_P626000020186260000650003820181228<NA>3폐업3폐지20181228<NA><NA><NA><NA><NA>47240부산광역시 부산진구 전포동 191-176부산광역시 부산진구 동성로96번가길 19 (전포동)47240화목솔루션20201226193502U2020-12-28 02:40:00.0일반대리점388510.021391186458.38529100000000기타<NA>
746747석유및석유대체연료판매업체09_28_07_P626000020086260000650004420081201<NA>1영업/정상6휴지사업재개<NA><NA><NA><NA>512557241<NA>600816부산광역시 중구 중앙동4가 78번지 14호 성산빌딩 403호부산광역시 중구 충장대로9번길 47-1, 403호 (중앙동4가,성산빌딩)600816(주)비케이20201226193502U2020-12-28 02:40:00.0일반대리점385770.110715180842.490238100000000현대<NA>