Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 156 |
| Missing cells | 1694 |
| Missing cells (%) | 23.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 61.7 KiB |
| Average record size in memory | 404.8 B |
Variable types
| Categorical | 19 |
|---|---|
| Text | 7 |
| DateTime | 4 |
| Unsupported | 7 |
| Numeric | 8 |
| Boolean | 2 |
Dataset
| Description | 개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부 |
|---|---|
| Author | 서대문구 |
| URL | https://data.seoul.go.kr/dataList/OA-19289/S/1/datasetView.do |
개방자치단체코드 has constant value "" | Constant |
발한실여부 has constant value "" | Constant |
업태구분명 is highly imbalanced (94.4%) | Imbalance |
여성종사자수 is highly imbalanced (71.4%) | Imbalance |
다중이용업소여부 is highly imbalanced (93.4%) | Imbalance |
인허가취소일자 has 156 (100.0%) missing values | Missing |
폐업일자 has 50 (32.1%) missing values | Missing |
휴업시작일자 has 156 (100.0%) missing values | Missing |
휴업종료일자 has 156 (100.0%) missing values | Missing |
재개업일자 has 156 (100.0%) missing values | Missing |
전화번호 has 30 (19.2%) missing values | Missing |
도로명주소 has 47 (30.1%) missing values | Missing |
도로명우편번호 has 48 (30.8%) missing values | Missing |
좌표정보(X) has 5 (3.2%) missing values | Missing |
좌표정보(Y) has 5 (3.2%) missing values | Missing |
건물지상층수 has 38 (24.4%) missing values | Missing |
건물지하층수 has 48 (30.8%) missing values | Missing |
사용시작지상층 has 58 (37.2%) missing values | Missing |
사용끝지상층 has 74 (47.4%) missing values | Missing |
발한실여부 has 35 (22.4%) missing values | Missing |
조건부허가신고사유 has 156 (100.0%) missing values | Missing |
조건부허가시작일자 has 156 (100.0%) missing values | Missing |
조건부허가종료일자 has 156 (100.0%) missing values | Missing |
남성종사자수 has 136 (87.2%) missing values | Missing |
다중이용업소여부 has 28 (17.9%) missing values | Missing |
관리번호 has unique values | Unique |
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
휴업시작일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
휴업종료일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
재개업일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조건부허가신고사유 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조건부허가시작일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조건부허가종료일자 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
건물지상층수 has 58 (37.2%) zeros | Zeros |
건물지하층수 has 62 (39.7%) zeros | Zeros |
사용시작지상층 has 14 (9.0%) zeros | Zeros |
사용끝지상층 has 8 (5.1%) zeros | Zeros |
남성종사자수 has 11 (7.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-11 06:00:37.854466 |
|---|---|
| Analysis finished | 2024-05-11 06:00:38.863710 |
| Duration | 1.01 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
개방자치단체코드
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 3120000 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3120000 |
|---|---|
| 2nd row | 3120000 |
| 3rd row | 3120000 |
| 4th row | 3120000 |
| 5th row | 3120000 |
Common Values
| Value | Count | Frequency (%) |
| 3120000 | 156 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3120000 | 156 |
관리번호
Text
UNIQUE
| Distinct | 156 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 3432 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 156 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 3120000-206-1992-00001 |
|---|---|
| 2nd row | 3120000-206-1993-00906 |
| 3rd row | 3120000-206-1994-00907 |
| 4th row | 3120000-206-1994-02183 |
| 5th row | 3120000-206-1994-02184 |
| Value | Count | Frequency (%) |
| 3120000-206-1992-00001 | 1 | 0.6% |
| 3120000-206-2014-00001 | 1 | 0.6% |
| 3120000-206-2014-00010 | 1 | 0.6% |
| 3120000-206-2012-00007 | 1 | 0.6% |
| 3120000-206-2013-00001 | 1 | 0.6% |
| 3120000-206-2013-00002 | 1 | 0.6% |
| 3120000-206-2013-00003 | 1 | 0.6% |
| 3120000-206-2013-00004 | 1 | 0.6% |
| 3120000-206-2013-00005 | 1 | 0.6% |
| 3120000-206-2014-00003 | 1 | 0.6% |
| Other values (146) | 146 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 2 | 516 | 15.0% |
| - | 468 | 13.6% |
| 1 | 298 | 8.7% |
| 3 | 194 | 5.7% |
| 6 | 188 | 5.5% |
| 9 | 71 | 2.1% |
| 4 | 43 | 1.3% |
| 8 | 34 | 1.0% |
| 7 | 29 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2964 | |
| Dash Punctuation | 468 | 13.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 2 | 516 | 17.4% |
| 1 | 298 | 10.1% |
| 3 | 194 | 6.5% |
| 6 | 188 | 6.3% |
| 9 | 71 | 2.4% |
| 4 | 43 | 1.5% |
| 8 | 34 | 1.1% |
| 7 | 29 | 1.0% |
| 5 | 25 | 0.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 468 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3432 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 2 | 516 | 15.0% |
| - | 468 | 13.6% |
| 1 | 298 | 8.7% |
| 3 | 194 | 5.7% |
| 6 | 188 | 5.5% |
| 9 | 71 | 2.1% |
| 4 | 43 | 1.3% |
| 8 | 34 | 1.0% |
| 7 | 29 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3432 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 2 | 516 | 15.0% |
| - | 468 | 13.6% |
| 1 | 298 | 8.7% |
| 3 | 194 | 5.7% |
| 6 | 188 | 5.5% |
| 9 | 71 | 2.1% |
| 4 | 43 | 1.3% |
| 8 | 34 | 1.0% |
| 7 | 29 | 0.8% |
인허가일자
Date
| Distinct | 149 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 1992-12-10 00:00:00 |
|---|---|
| Maximum | 2024-05-07 00:00:00 |
Histogram with fixed size bins (bins=50)
인허가취소일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 3 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 106 | |
| 1 | 50 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 106 | |
| 1 | 50 |
영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 폐업 | |
|---|---|
| 영업/정상 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.9615385 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 폐업 |
|---|---|
| 2nd row | 폐업 |
| 3rd row | 폐업 |
| 4th row | 폐업 |
| 5th row | 영업/정상 |
Common Values
| Value | Count | Frequency (%) |
| 폐업 | 106 | |
| 영업/정상 | 50 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 106 | |
| 영업/정상 | 50 |
상세영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 106 | |
| 1 | 50 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 106 | |
| 1 | 50 |
상세영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 폐업 | |
|---|---|
| 영업 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 폐업 |
|---|---|
| 2nd row | 폐업 |
| 3rd row | 폐업 |
| 4th row | 폐업 |
| 5th row | 영업 |
Common Values
| Value | Count | Frequency (%) |
| 폐업 | 106 | |
| 영업 | 50 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 106 | |
| 영업 | 50 |
폐업일자
Date
MISSING
| Distinct | 91 |
|---|---|
| Distinct (%) | 85.8% |
| Missing | 50 |
| Missing (%) | 32.1% |
| Memory size | 1.3 KiB |
| Minimum | 1996-10-10 00:00:00 |
|---|---|
| Maximum | 2024-03-28 00:00:00 |
Histogram with fixed size bins (bins=50)
휴업시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
휴업종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
재개업일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
전화번호
Text
MISSING
| Distinct | 122 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 30 |
| Missing (%) | 19.2% |
| Memory size | 1.3 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 9.6190476 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1212 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 118 ? |
|---|---|
| Unique (%) | 93.7% |
Sample
| 1st row | 02 3644987 |
|---|---|
| 2nd row | 02 3227138 |
| 3rd row | 02 3078161 |
| 4th row | 02 7237091 |
| 5th row | 02 3655484 |
| Value | Count | Frequency (%) |
| 02 | 75 | |
| 3241027 | 2 | 0.9% |
| 3337074 | 2 | 0.9% |
| 3137226 | 2 | 0.9% |
| 60845130 | 2 | 0.9% |
| 3252470 | 2 | 0.9% |
| 430 | 1 | 0.5% |
| 054 | 1 | 0.5% |
| 8912 | 1 | 0.5% |
| 323 | 1 | 0.5% |
| Other values (122) | 122 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 2 | 195 | |
| 3 | 179 | |
| 1 | 102 | |
| 97 | ||
| 7 | 95 | |
| 6 | 92 | |
| 4 | 67 | 5.5% |
| 8 | 60 | 5.0% |
| 9 | 60 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1115 | |
| Space Separator | 97 | 8.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 2 | 195 | |
| 3 | 179 | |
| 1 | 102 | |
| 7 | 95 | |
| 6 | 92 | |
| 4 | 67 | 6.0% |
| 8 | 60 | 5.4% |
| 9 | 60 | 5.4% |
| 5 | 59 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 97 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1212 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 2 | 195 | |
| 3 | 179 | |
| 1 | 102 | |
| 97 | ||
| 7 | 95 | |
| 6 | 92 | |
| 4 | 67 | 5.5% |
| 8 | 60 | 5.0% |
| 9 | 60 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 2 | 195 | |
| 3 | 179 | |
| 1 | 102 | |
| 97 | ||
| 7 | 95 | |
| 6 | 92 | |
| 4 | 67 | 5.5% |
| 8 | 60 | 5.0% |
| 9 | 60 | 5.0% |
소재지면적
Text
| Distinct | 113 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.1666667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 806 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 59.6% |
Sample
| 1st row | 165.10 |
|---|---|
| 2nd row | 2,825.42 |
| 3rd row | 41.60 |
| 4th row | 72.30 |
| 5th row | 61.22 |
| Value | Count | Frequency (%) |
| 33.00 | 10 | 6.4% |
| 00 | 5 | 3.2% |
| 10.00 | 4 | 2.6% |
| 20.00 | 4 | 2.6% |
| 99.00 | 4 | 2.6% |
| 13.00 | 4 | 2.6% |
| 35.00 | 3 | 1.9% |
| 165.00 | 3 | 1.9% |
| 30.00 | 3 | 1.9% |
| 66.00 | 3 | 1.9% |
| Other values (103) | 113 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 189 | |
| . | 156 | |
| 3 | 74 | 9.2% |
| 1 | 74 | 9.2% |
| 2 | 64 | 7.9% |
| 6 | 49 | 6.1% |
| 4 | 46 | 5.7% |
| 5 | 45 | 5.6% |
| 9 | 44 | 5.5% |
| 7 | 32 | 4.0% |
| Other values (2) | 33 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 646 | |
| Other Punctuation | 160 | 19.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 189 | |
| 3 | 74 | 11.5% |
| 1 | 74 | 11.5% |
| 2 | 64 | 9.9% |
| 6 | 49 | 7.6% |
| 4 | 46 | 7.1% |
| 5 | 45 | 7.0% |
| 9 | 44 | 6.8% |
| 7 | 32 | 5.0% |
| 8 | 29 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 156 | |
| , | 4 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 806 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 189 | |
| . | 156 | |
| 3 | 74 | 9.2% |
| 1 | 74 | 9.2% |
| 2 | 64 | 7.9% |
| 6 | 49 | 6.1% |
| 4 | 46 | 5.7% |
| 5 | 45 | 5.6% |
| 9 | 44 | 5.5% |
| 7 | 32 | 4.0% |
| Other values (2) | 33 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 806 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 189 | |
| . | 156 | |
| 3 | 74 | 9.2% |
| 1 | 74 | 9.2% |
| 2 | 64 | 7.9% |
| 6 | 49 | 6.1% |
| 4 | 46 | 5.7% |
| 5 | 45 | 5.6% |
| 9 | 44 | 5.5% |
| 7 | 32 | 4.0% |
| Other values (2) | 33 | 4.1% |
소재지우편번호
Text
| Distinct | 65 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.1025641 |
| Min length | 6 |
Characters and Unicode
| Total characters | 952 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 20.5% |
Sample
| 1st row | 120012 |
|---|---|
| 2nd row | 120824 |
| 3rd row | 120817 |
| 4th row | 120858 |
| 5th row | 120012 |
| Value | Count | Frequency (%) |
| 120012 | 12 | 7.7% |
| 120827 | 12 | 7.7% |
| 120817 | 8 | 5.1% |
| 120814 | 7 | 4.5% |
| 120013 | 6 | 3.8% |
| 120837 | 5 | 3.2% |
| 120805 | 4 | 2.6% |
| 120806 | 4 | 2.6% |
| 120859 | 4 | 2.6% |
| 120857 | 4 | 2.6% |
| Other values (55) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 233 | |
| 1 | 219 | |
| 2 | 204 | |
| 8 | 116 | |
| 7 | 44 | 4.6% |
| 3 | 36 | 3.8% |
| 4 | 26 | 2.7% |
| 5 | 25 | 2.6% |
| 6 | 25 | 2.6% |
| - | 16 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 936 | |
| Dash Punctuation | 16 | 1.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 233 | |
| 1 | 219 | |
| 2 | 204 | |
| 8 | 116 | |
| 7 | 44 | 4.7% |
| 3 | 36 | 3.8% |
| 4 | 26 | 2.8% |
| 5 | 25 | 2.7% |
| 6 | 25 | 2.7% |
| 9 | 8 | 0.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 952 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 233 | |
| 1 | 219 | |
| 2 | 204 | |
| 8 | 116 | |
| 7 | 44 | 4.6% |
| 3 | 36 | 3.8% |
| 4 | 26 | 2.7% |
| 5 | 25 | 2.6% |
| 6 | 25 | 2.6% |
| - | 16 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 952 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 233 | |
| 1 | 219 | |
| 2 | 204 | |
| 8 | 116 | |
| 7 | 44 | 4.6% |
| 3 | 36 | 3.8% |
| 4 | 26 | 2.7% |
| 5 | 25 | 2.6% |
| 6 | 25 | 2.6% |
| - | 16 | 1.7% |
지번주소
Text
| Distinct | 146 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 35 |
| Mean length | 26.570513 |
| Min length | 17 |
Characters and Unicode
| Total characters | 4145 |
|---|---|
| Distinct characters | 134 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 136 ? |
|---|---|
| Unique (%) | 87.2% |
Sample
| 1st row | 서울특별시 서대문구 충정로2가 191 (14층) |
|---|---|
| 2nd row | 서울특별시 서대문구 연희동 92-18 3층 300호 |
| 3rd row | 서울특별시 서대문구 북가좌동 392-26 (2층) |
| 4th row | 서울특별시 서대문구 홍제동 307-12 |
| 5th row | 서울특별시 서대문구 충정로2가 191 유원골든타워빌딩1409 |
| Value | Count | Frequency (%) |
| 서울특별시 | 156 | |
| 서대문구 | 156 | |
| 북가좌동 | 31 | 4.0% |
| 연희동 | 29 | 3.8% |
| 홍제동 | 17 | 2.2% |
| 2층 | 16 | 2.1% |
| 충정로2가 | 16 | 2.1% |
| 충정로3가 | 13 | 1.7% |
| 1층 | 12 | 1.6% |
| 남가좌동 | 11 | 1.4% |
| Other values (216) | 316 |
Most occurring characters
| Value | Count | Frequency (%) |
| 735 | ||
| 서 | 314 | 7.6% |
| 1 | 178 | 4.3% |
| 대 | 166 | 4.0% |
| 시 | 159 | 3.8% |
| 문 | 158 | 3.8% |
| 구 | 157 | 3.8% |
| 울 | 156 | 3.8% |
| 별 | 156 | 3.8% |
| 특 | 156 | 3.8% |
| Other values (124) | 1810 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2330 | |
| Decimal Number | 860 | 20.7% |
| Space Separator | 735 | 17.7% |
| Dash Punctuation | 128 | 3.1% |
| Close Punctuation | 36 | 0.9% |
| Open Punctuation | 36 | 0.9% |
| Uppercase Letter | 12 | 0.3% |
| Other Punctuation | 8 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 314 | |
| 대 | 166 | 7.1% |
| 시 | 159 | 6.8% |
| 문 | 158 | 6.8% |
| 구 | 157 | 6.7% |
| 울 | 156 | 6.7% |
| 별 | 156 | 6.7% |
| 특 | 156 | 6.7% |
| 동 | 133 | 5.7% |
| 가 | 75 | 3.2% |
| Other values (100) | 700 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 3 | 148 | |
| 2 | 140 | |
| 0 | 72 | |
| 4 | 57 | 6.6% |
| 9 | 57 | 6.6% |
| 7 | 57 | 6.6% |
| 8 | 57 | 6.6% |
| 6 | 48 | 5.6% |
| 5 | 46 | 5.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3 | |
| K | 3 | |
| B | 3 | |
| H | 1 | 8.3% |
| A | 1 | 8.3% |
| D | 1 | 8.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4 | |
| . | 2 | |
| ? | 1 | 12.5% |
| / | 1 | 12.5% |
Space Separator
| Value | Count | Frequency (%) |
| 735 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 128 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 36 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2330 | |
| Common | 1803 | |
| Latin | 12 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 314 | |
| 대 | 166 | 7.1% |
| 시 | 159 | 6.8% |
| 문 | 158 | 6.8% |
| 구 | 157 | 6.7% |
| 울 | 156 | 6.7% |
| 별 | 156 | 6.7% |
| 특 | 156 | 6.7% |
| 동 | 133 | 5.7% |
| 가 | 75 | 3.2% |
| Other values (100) | 700 |
Common
| Value | Count | Frequency (%) |
| 735 | ||
| 1 | 178 | 9.9% |
| 3 | 148 | 8.2% |
| 2 | 140 | 7.8% |
| - | 128 | 7.1% |
| 0 | 72 | 4.0% |
| 4 | 57 | 3.2% |
| 9 | 57 | 3.2% |
| 7 | 57 | 3.2% |
| 8 | 57 | 3.2% |
| Other values (8) | 174 | 9.7% |
Latin
| Value | Count | Frequency (%) |
| S | 3 | |
| K | 3 | |
| B | 3 | |
| H | 1 | 8.3% |
| A | 1 | 8.3% |
| D | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2330 | |
| ASCII | 1815 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 735 | ||
| 1 | 178 | 9.8% |
| 3 | 148 | 8.2% |
| 2 | 140 | 7.7% |
| - | 128 | 7.1% |
| 0 | 72 | 4.0% |
| 4 | 57 | 3.1% |
| 9 | 57 | 3.1% |
| 7 | 57 | 3.1% |
| 8 | 57 | 3.1% |
| Other values (14) | 186 | 10.2% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 314 | |
| 대 | 166 | 7.1% |
| 시 | 159 | 6.8% |
| 문 | 158 | 6.8% |
| 구 | 157 | 6.7% |
| 울 | 156 | 6.7% |
| 별 | 156 | 6.7% |
| 특 | 156 | 6.7% |
| 동 | 133 | 5.7% |
| 가 | 75 | 3.2% |
| Other values (100) | 700 |
도로명주소
Text
MISSING
| Distinct | 105 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 47 |
| Missing (%) | 30.1% |
| Memory size | 1.3 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 41 |
| Mean length | 34.266055 |
| Min length | 24 |
Characters and Unicode
| Total characters | 3735 |
|---|---|
| Distinct characters | 154 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 101 ? |
|---|---|
| Unique (%) | 92.7% |
Sample
| 1st row | 서울특별시 서대문구 충정로 53, 유원골든타워빌딩 1409호 (충정로2가) |
|---|---|
| 2nd row | 서울특별시 서대문구 홍제천로 184 (연희동,(1층)) |
| 3rd row | 서울특별시 서대문구 통일로 137-6, 1층 (냉천동) |
| 4th row | 서울특별시 서대문구 간호대로 11-32 (홍제동) |
| 5th row | 서울특별시 서대문구 홍제천로 186 (연희동) |
| Value | Count | Frequency (%) |
| 서울특별시 | 109 | 15.5% |
| 서대문구 | 109 | 15.5% |
| 연희동 | 20 | 2.8% |
| 2층 | 19 | 2.7% |
| 1층 | 18 | 2.6% |
| 북가좌동 | 17 | 2.4% |
| 홍제동 | 11 | 1.6% |
| 연희로 | 10 | 1.4% |
| 충정로 | 8 | 1.1% |
| 충정로2가 | 8 | 1.1% |
| Other values (238) | 375 |
Most occurring characters
| Value | Count | Frequency (%) |
| 596 | 16.0% | |
| 서 | 226 | 6.1% |
| 1 | 129 | 3.5% |
| 대 | 127 | 3.4% |
| ) | 127 | 3.4% |
| ( | 127 | 3.4% |
| , | 123 | 3.3% |
| 문 | 121 | 3.2% |
| 로 | 116 | 3.1% |
| 2 | 114 | 3.1% |
| Other values (144) | 1929 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2180 | |
| Space Separator | 596 | 16.0% |
| Decimal Number | 549 | 14.7% |
| Close Punctuation | 127 | 3.4% |
| Open Punctuation | 127 | 3.4% |
| Other Punctuation | 124 | 3.3% |
| Dash Punctuation | 22 | 0.6% |
| Uppercase Letter | 10 | 0.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 226 | 10.4% |
| 대 | 127 | 5.8% |
| 문 | 121 | 5.6% |
| 로 | 116 | 5.3% |
| 시 | 111 | 5.1% |
| 구 | 110 | 5.0% |
| 울 | 110 | 5.0% |
| 별 | 109 | 5.0% |
| 특 | 109 | 5.0% |
| 동 | 99 | 4.5% |
| Other values (122) | 942 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 129 | |
| 2 | 114 | |
| 3 | 69 | |
| 0 | 50 | 9.1% |
| 5 | 45 | 8.2% |
| 7 | 41 | 7.5% |
| 4 | 34 | 6.2% |
| 6 | 27 | 4.9% |
| 8 | 22 | 4.0% |
| 9 | 18 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2 | |
| S | 2 | |
| K | 2 | |
| B | 2 | |
| D | 1 | |
| C | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 123 | |
| / | 1 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 596 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 127 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 127 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2180 | |
| Common | 1545 | |
| Latin | 10 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 226 | 10.4% |
| 대 | 127 | 5.8% |
| 문 | 121 | 5.6% |
| 로 | 116 | 5.3% |
| 시 | 111 | 5.1% |
| 구 | 110 | 5.0% |
| 울 | 110 | 5.0% |
| 별 | 109 | 5.0% |
| 특 | 109 | 5.0% |
| 동 | 99 | 4.5% |
| Other values (122) | 942 |
Common
| Value | Count | Frequency (%) |
| 596 | ||
| 1 | 129 | 8.3% |
| ) | 127 | 8.2% |
| ( | 127 | 8.2% |
| , | 123 | 8.0% |
| 2 | 114 | 7.4% |
| 3 | 69 | 4.5% |
| 0 | 50 | 3.2% |
| 5 | 45 | 2.9% |
| 7 | 41 | 2.7% |
| Other values (6) | 124 | 8.0% |
Latin
| Value | Count | Frequency (%) |
| A | 2 | |
| S | 2 | |
| K | 2 | |
| B | 2 | |
| D | 1 | |
| C | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2180 | |
| ASCII | 1555 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 596 | ||
| 1 | 129 | 8.3% |
| ) | 127 | 8.2% |
| ( | 127 | 8.2% |
| , | 123 | 7.9% |
| 2 | 114 | 7.3% |
| 3 | 69 | 4.4% |
| 0 | 50 | 3.2% |
| 5 | 45 | 2.9% |
| 7 | 41 | 2.6% |
| Other values (12) | 134 | 8.6% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 226 | 10.4% |
| 대 | 127 | 5.8% |
| 문 | 121 | 5.6% |
| 로 | 116 | 5.3% |
| 시 | 111 | 5.1% |
| 구 | 110 | 5.0% |
| 울 | 110 | 5.0% |
| 별 | 109 | 5.0% |
| 특 | 109 | 5.0% |
| 동 | 99 | 4.5% |
| Other values (122) | 942 |
도로명우편번호
Real number (ℝ)
MISSING
| Distinct | 60 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 48 |
| Missing (%) | 30.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3706.7685 |
| Minimum | 3615 |
|---|---|
| Maximum | 3789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 3615 |
|---|---|
| 5-th percentile | 3622 |
| Q1 | 3678.75 |
| median | 3714 |
| Q3 | 3737 |
| 95-th percentile | 3782.6 |
| Maximum | 3789 |
| Range | 174 |
| Interquartile range (IQR) | 58.25 |
Descriptive statistics
| Standard deviation | 43.97187 |
|---|---|
| Coefficient of variation (CV) | 0.011862589 |
| Kurtosis | -0.47772238 |
| Mean | 3706.7685 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | -0.30867006 |
| Sum | 400331 |
| Variance | 1933.5254 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3736 | 6 | 3.8% |
| 3715 | 5 | 3.2% |
| 3714 | 4 | 2.6% |
| 3741 | 4 | 2.6% |
| 3660 | 4 | 2.6% |
| 3622 | 3 | 1.9% |
| 3695 | 3 | 1.9% |
| 3789 | 3 | 1.9% |
| 3737 | 3 | 1.9% |
| 3683 | 3 | 1.9% |
| Other values (50) | 70 | |
| (Missing) | 48 |
| Value | Count | Frequency (%) |
| 3615 | 2 | |
| 3619 | 2 | |
| 3622 | 3 | |
| 3624 | 1 | 0.6% |
| 3632 | 1 | 0.6% |
| 3636 | 1 | 0.6% |
| 3638 | 1 | 0.6% |
| 3642 | 1 | 0.6% |
| 3646 | 1 | 0.6% |
| 3654 | 2 |
| Value | Count | Frequency (%) |
| 3789 | 3 | |
| 3785 | 2 | |
| 3784 | 1 | 0.6% |
| 3780 | 1 | 0.6% |
| 3767 | 1 | 0.6% |
| 3765 | 1 | 0.6% |
| 3762 | 1 | 0.6% |
| 3757 | 1 | 0.6% |
| 3752 | 2 | |
| 3751 | 1 | 0.6% |
사업장명
Text
| Distinct | 153 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 7.9038462 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1233 |
|---|---|
| Distinct characters | 239 |
| Distinct categories | 9 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 150 ? |
|---|---|
| Unique (%) | 96.2% |
Sample
| 1st row | 유건개발(주) |
|---|---|
| 2nd row | 용현실업(주) |
| 3rd row | 환경종합개발 |
| 4th row | 주-삼원관리산업 |
| 5th row | 유건개발(주) |
| Value | Count | Frequency (%) |
| 주식회사 | 9 | 5.1% |
| 유건개발(주 | 2 | 1.1% |
| 협동조합 | 2 | 1.1% |
| 주)신세계에프씨 | 2 | 1.1% |
| 환경종합개발 | 2 | 1.1% |
| 크린대장 | 1 | 0.6% |
| 모두죤서비스개발업 | 1 | 0.6% |
| 주)아이언클레드 | 1 | 0.6% |
| 청우환경 | 1 | 0.6% |
| 주)휴먼종합관리 | 1 | 0.6% |
| Other values (155) | 155 |
Most occurring characters
| Value | Count | Frequency (%) |
| 주 | 103 | 8.4% |
| ( | 91 | 7.4% |
| ) | 91 | 7.4% |
| 스 | 32 | 2.6% |
| 이 | 27 | 2.2% |
| 에 | 26 | 2.1% |
| 경 | 24 | 1.9% |
| 21 | 1.7% | |
| 리 | 20 | 1.6% |
| 합 | 20 | 1.6% |
| Other values (229) | 778 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1001 | |
| Open Punctuation | 91 | 7.4% |
| Close Punctuation | 91 | 7.4% |
| Space Separator | 21 | 1.7% |
| Uppercase Letter | 13 | 1.1% |
| Lowercase Letter | 7 | 0.6% |
| Decimal Number | 6 | 0.5% |
| Other Punctuation | 2 | 0.2% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 주 | 103 | 10.3% |
| 스 | 32 | 3.2% |
| 이 | 27 | 2.7% |
| 에 | 26 | 2.6% |
| 경 | 24 | 2.4% |
| 리 | 20 | 2.0% |
| 합 | 20 | 2.0% |
| 사 | 19 | 1.9% |
| 비 | 18 | 1.8% |
| 환 | 17 | 1.7% |
| Other values (204) | 695 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3 | |
| K | 1 | 7.7% |
| F | 1 | 7.7% |
| N | 1 | 7.7% |
| B | 1 | 7.7% |
| M | 1 | 7.7% |
| S | 1 | 7.7% |
| A | 1 | 7.7% |
| H | 1 | 7.7% |
| E | 1 | 7.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 2 | |
| e | 2 | |
| n | 1 | |
| r | 1 | |
| i | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 5 | 1 | 16.7% |
| 2 | 1 | 16.7% |
| 9 | 1 | 16.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 91 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 91 |
Space Separator
| Value | Count | Frequency (%) |
| 21 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1001 | |
| Common | 212 | 17.2% |
| Latin | 20 | 1.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 주 | 103 | 10.3% |
| 스 | 32 | 3.2% |
| 이 | 27 | 2.7% |
| 에 | 26 | 2.6% |
| 경 | 24 | 2.4% |
| 리 | 20 | 2.0% |
| 합 | 20 | 2.0% |
| 사 | 19 | 1.9% |
| 비 | 18 | 1.8% |
| 환 | 17 | 1.7% |
| Other values (204) | 695 |
Latin
| Value | Count | Frequency (%) |
| C | 3 | |
| c | 2 | 10.0% |
| e | 2 | 10.0% |
| K | 1 | 5.0% |
| F | 1 | 5.0% |
| N | 1 | 5.0% |
| B | 1 | 5.0% |
| M | 1 | 5.0% |
| S | 1 | 5.0% |
| A | 1 | 5.0% |
| Other values (6) | 6 |
Common
| Value | Count | Frequency (%) |
| ( | 91 | |
| ) | 91 | |
| 21 | 9.9% | |
| 1 | 3 | 1.4% |
| & | 2 | 0.9% |
| 5 | 1 | 0.5% |
| 2 | 1 | 0.5% |
| - | 1 | 0.5% |
| 9 | 1 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1001 | |
| ASCII | 232 | 18.8% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 주 | 103 | 10.3% |
| 스 | 32 | 3.2% |
| 이 | 27 | 2.7% |
| 에 | 26 | 2.6% |
| 경 | 24 | 2.4% |
| 리 | 20 | 2.0% |
| 합 | 20 | 2.0% |
| 사 | 19 | 1.9% |
| 비 | 18 | 1.8% |
| 환 | 17 | 1.7% |
| Other values (204) | 695 |
ASCII
| Value | Count | Frequency (%) |
| ( | 91 | |
| ) | 91 | |
| 21 | 9.1% | |
| 1 | 3 | 1.3% |
| C | 3 | 1.3% |
| c | 2 | 0.9% |
| & | 2 | 0.9% |
| e | 2 | 0.9% |
| K | 1 | 0.4% |
| F | 1 | 0.4% |
| Other values (15) | 15 | 6.5% |
최종수정일자
Date
| Distinct | 150 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 1999-04-14 00:00:00 |
|---|---|
| Maximum | 2024-05-07 14:38:45 |
Histogram with fixed size bins (bins=50)
데이터갱신구분
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| I | |
|---|---|
| U |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I |
|---|---|
| 2nd row | I |
| 3rd row | I |
| 4th row | I |
| 5th row | U |
Common Values
| Value | Count | Frequency (%) |
| I | 105 | |
| U | 51 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 105 | |
| u | 51 |
데이터갱신일자
Date
| Distinct | 61 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 2018-08-31 23:59:59 |
|---|---|
| Maximum | 2023-12-05 00:09:00 |
Histogram with fixed size bins (bins=50)
업태구분명
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 건물위생관리업 | |
|---|---|
| 건물위생관리업 기타 | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.0192308 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 건물위생관리업 |
|---|---|
| 2nd row | 건물위생관리업 |
| 3rd row | 건물위생관리업 |
| 4th row | 건물위생관리업 |
| 5th row | 건물위생관리업 |
Common Values
| Value | Count | Frequency (%) |
| 건물위생관리업 | 155 | |
| 건물위생관리업 기타 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 건물위생관리업 | 156 | |
| 기타 | 1 | 0.6% |
좌표정보(X)
Real number (ℝ)
MISSING
| Distinct | 112 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 5 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194549.13 |
| Minimum | 191543.28 |
|---|---|
| Maximum | 196947.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 191543.28 |
|---|---|
| 5-th percentile | 191618.07 |
| Q1 | 193281.6 |
| median | 194266.29 |
| Q3 | 196549.34 |
| 95-th percentile | 196877.15 |
| Maximum | 196947.25 |
| Range | 5403.9697 |
| Interquartile range (IQR) | 3267.7392 |
Descriptive statistics
| Standard deviation | 1771.5649 |
|---|---|
| Coefficient of variation (CV) | 0.0091060029 |
| Kurtosis | -1.2184673 |
| Mean | 194549.13 |
| Median Absolute Deviation (MAD) | 1592.3317 |
| Skewness | -0.14486217 |
| Sum | 29376918 |
| Variance | 3138442.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 196801.661639204 | 7 | 4.5% |
| 191543.28 | 4 | 2.6% |
| 196626.844541919 | 4 | 2.6% |
| 193860.58211819 | 4 | 2.6% |
| 194265.067639805 | 3 | 1.9% |
| 191557.35422121 | 3 | 1.9% |
| 193803.424181589 | 3 | 1.9% |
| 193423.550017619 | 2 | 1.3% |
| 194914.495658636 | 2 | 1.3% |
| 193281.599002951 | 2 | 1.3% |
| Other values (102) | 117 | |
| (Missing) | 5 | 3.2% |
| Value | Count | Frequency (%) |
| 191543.28 | 4 | |
| 191557.35422121 | 3 | |
| 191618.069041323 | 2 | |
| 191748.016275475 | 1 | 0.6% |
| 191778.716247587 | 1 | 0.6% |
| 191836.275479334 | 1 | 0.6% |
| 191882.842211607 | 1 | 0.6% |
| 191900.345924872 | 1 | 0.6% |
| 191957.888065159 | 1 | 0.6% |
| 192015.923301889 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 196947.249719346 | 1 | 0.6% |
| 196945.454641052 | 2 | 1.3% |
| 196934.602353655 | 2 | 1.3% |
| 196892.09236853 | 2 | 1.3% |
| 196884.166631688 | 1 | 0.6% |
| 196870.135119188 | 2 | 1.3% |
| 196855.670746664 | 2 | 1.3% |
| 196824.072701729 | 2 | 1.3% |
| 196806.237792473 | 1 | 0.6% |
| 196801.661639204 | 7 |
좌표정보(Y)
Real number (ℝ)
MISSING
| Distinct | 112 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 5 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 452276.81 |
| Minimum | 450433.69 |
|---|---|
| Maximum | 454822.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 450433.69 |
|---|---|
| 5-th percentile | 450721.15 |
| Q1 | 451281.61 |
| median | 452324.39 |
| Q3 | 453028.35 |
| 95-th percentile | 454342.97 |
| Maximum | 454822.28 |
| Range | 4388.5847 |
| Interquartile range (IQR) | 1746.7439 |
Descriptive statistics
| Standard deviation | 1112.0561 |
|---|---|
| Coefficient of variation (CV) | 0.0024587953 |
| Kurtosis | -0.73314162 |
| Mean | 452276.81 |
| Median Absolute Deviation (MAD) | 879.11898 |
| Skewness | 0.28955763 |
| Sum | 68293799 |
| Variance | 1236668.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 451267.809661546 | 7 | 4.5% |
| 452508.37 | 4 | 2.6% |
| 450926.293397092 | 4 | 2.6% |
| 451975.128845845 | 4 | 2.6% |
| 450433.691021245 | 3 | 1.9% |
| 452756.894731199 | 3 | 1.9% |
| 452723.457356207 | 3 | 1.9% |
| 452263.136505739 | 2 | 1.3% |
| 454564.34581261 | 2 | 1.3% |
| 452698.533288013 | 2 | 1.3% |
| Other values (102) | 117 | |
| (Missing) | 5 | 3.2% |
| Value | Count | Frequency (%) |
| 450433.691021245 | 3 | |
| 450503.286604315 | 1 | 0.6% |
| 450557.288919467 | 1 | 0.6% |
| 450573.690449065 | 1 | 0.6% |
| 450637.010875398 | 1 | 0.6% |
| 450697.986159124 | 1 | 0.6% |
| 450744.320812298 | 1 | 0.6% |
| 450752.193815189 | 1 | 0.6% |
| 450799.041380329 | 1 | 0.6% |
| 450803.516428064 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 454822.275734675 | 2 | |
| 454635.157093313 | 1 | |
| 454572.36758883 | 2 | |
| 454564.34581261 | 2 | |
| 454365.176561147 | 1 | |
| 454320.765225854 | 1 | |
| 454118.828065507 | 1 | |
| 454101.858995196 | 1 | |
| 454078.028449131 | 1 | |
| 453882.809421941 | 1 |
위생업태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 건물위생관리업 | |
|---|---|
| <NA> |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.4615385 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 건물위생관리업 |
|---|---|
| 2nd row | 건물위생관리업 |
| 3rd row | 건물위생관리업 |
| 4th row | 건물위생관리업 |
| 5th row | 건물위생관리업 |
Common Values
| Value | Count | Frequency (%) |
| 건물위생관리업 | 128 | |
| <NA> | 28 | 17.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 건물위생관리업 | 128 | |
| na | 28 | 17.9% |
건물지상층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 38 |
| Missing (%) | 24.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2372881 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 58 |
| Zeros (%) | 37.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 17.15 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.064841 |
|---|---|
| Coefficient of variation (CV) | 1.5645321 |
| Kurtosis | 2.9407258 |
| Mean | 3.2372881 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9723219 |
| Sum | 382 |
| Variance | 25.652615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 3 | 15 | 9.6% |
| 4 | 11 | 7.1% |
| 5 | 8 | 5.1% |
| 2 | 8 | 5.1% |
| 18 | 6 | 3.8% |
| 17 | 2 | 1.3% |
| 15 | 2 | 1.3% |
| 1 | 2 | 1.3% |
| 11 | 1 | 0.6% |
| Other values (5) | 5 | 3.2% |
| (Missing) | 38 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 1 | 2 | 1.3% |
| 2 | 8 | 5.1% |
| 3 | 15 | 9.6% |
| 4 | 11 | 7.1% |
| 5 | 8 | 5.1% |
| 6 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 18 | 6 | |
| 17 | 2 | 1.3% |
| 16 | 1 | 0.6% |
| 15 | 2 | 1.3% |
| 12 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 5 | 8 |
건물지하층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 48 |
| Missing (%) | 30.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0185185 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 62 |
| Zeros (%) | 39.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6.65 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.8943175 |
|---|---|
| Coefficient of variation (CV) | 1.8598754 |
| Kurtosis | 4.3268852 |
| Mean | 1.0185185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3178571 |
| Sum | 110 |
| Variance | 3.5884389 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 31 | |
| 7 | 6 | 3.8% |
| 2 | 2 | 1.3% |
| 4 | 2 | 1.3% |
| 5 | 2 | 1.3% |
| 6 | 2 | 1.3% |
| 3 | 1 | 0.6% |
| (Missing) | 48 |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 31 | |
| 2 | 2 | 1.3% |
| 3 | 1 | 0.6% |
| 4 | 2 | 1.3% |
| 5 | 2 | 1.3% |
| 6 | 2 | 1.3% |
| 7 | 6 | 3.8% |
| Value | Count | Frequency (%) |
| 7 | 6 | 3.8% |
| 6 | 2 | 1.3% |
| 5 | 2 | 1.3% |
| 4 | 2 | 1.3% |
| 3 | 1 | 0.6% |
| 2 | 2 | 1.3% |
| 1 | 31 | |
| 0 | 62 |
사용시작지상층
Real number (ℝ)
MISSING ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 58 |
| Missing (%) | 37.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8265306 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 14 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3.75 |
| 95-th percentile | 10.3 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 2.75 |
Descriptive statistics
| Standard deviation | 3.1460186 |
|---|---|
| Coefficient of variation (CV) | 1.1130319 |
| Kurtosis | 4.7854777 |
| Mean | 2.8265306 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.1567352 |
| Sum | 277 |
| Variance | 9.8974332 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 22 | 14.1% |
| 0 | 14 | 9.0% |
| 3 | 11 | 7.1% |
| 4 | 10 | 6.4% |
| 14 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 5 | 2 | 1.3% |
| 8 | 1 | 0.6% |
| Other values (3) | 3 | 1.9% |
| (Missing) | 58 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 26 | |
| 2 | 22 | |
| 3 | 11 | |
| 4 | 10 | 6.4% |
| 5 | 2 | 1.3% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 8 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 14 | 3 | 1.9% |
| 13 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 7 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 5 | 2 | 1.3% |
| 4 | 10 | |
| 3 | 11 |
사용끝지상층
Real number (ℝ)
MISSING ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 74 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.52439 |
| Minimum | 0 |
|---|---|
| Maximum | 614 |
| Zeros | 8 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 12.95 |
| Maximum | 614 |
| Range | 614 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 67.54591 |
|---|---|
| Coefficient of variation (CV) | 6.4180355 |
| Kurtosis | 81.595451 |
| Mean | 10.52439 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.0225095 |
| Sum | 863 |
| Variance | 4562.45 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1 | 22 | 14.1% |
| 2 | 20 | 12.8% |
| 3 | 9 | 5.8% |
| 0 | 8 | 5.1% |
| 4 | 8 | 5.1% |
| 14 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 6 | 2 | 1.3% |
| 5 | 2 | 1.3% |
| 8 | 1 | 0.6% |
| Other values (4) | 4 | 2.6% |
| (Missing) | 74 |
| Value | Count | Frequency (%) |
| 0 | 8 | 5.1% |
| 1 | 22 | |
| 2 | 20 | |
| 3 | 9 | |
| 4 | 8 | 5.1% |
| 5 | 2 | 1.3% |
| 6 | 2 | 1.3% |
| 7 | 3 | 1.9% |
| 8 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 614 | 1 | 0.6% |
| 14 | 3 | 1.9% |
| 13 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 7 | 3 | 1.9% |
| 6 | 2 | 1.3% |
| 5 | 2 | 1.3% |
| 4 | 8 |
사용시작지하층
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | |
| 5 | 1 |
| 2 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.0384615 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 0 |
| 3rd row | <NA> |
| 4th row | 0 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 106 | |
| 0 | 32 | 20.5% |
| 1 | 16 | 10.3% |
| 5 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 106 | |
| 0 | 32 | 20.5% |
| 1 | 16 | 10.3% |
| 5 | 1 | 0.6% |
| 2 | 1 | 0.6% |
사용끝지하층
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | |
| 2 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.25 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 117 | |
| 0 | 23 | 14.7% |
| 1 | 15 | 9.6% |
| 2 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 117 | |
| 0 | 23 | 14.7% |
| 1 | 15 | 9.6% |
| 2 | 1 | 0.6% |
한실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4423077 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 0 |
| 3rd row | <NA> |
| 4th row | 0 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| 0 | 81 | |
| <NA> | 75 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 81 | |
| na | 75 |
양실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4423077 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 0 |
| 3rd row | <NA> |
| 4th row | 0 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| 0 | 81 | |
| <NA> | 75 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 81 | |
| na | 75 |
욕실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4423077 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 0 |
| 3rd row | <NA> |
| 4th row | 0 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| 0 | 81 | |
| <NA> | 75 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 81 | |
| na | 75 |
발한실여부
Boolean
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 35 |
| Missing (%) | 22.4% |
| Memory size | 444.0 B |
| False | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| False | 121 | |
| (Missing) | 35 | 22.4% |
좌석수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4423077 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 0 |
| 3rd row | <NA> |
| 4th row | 0 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| 0 | 81 | |
| <NA> | 75 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 81 | |
| na | 75 |
조건부허가신고사유
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
조건부허가시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
조건부허가종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 156 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.5 KiB |
건물소유구분명
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 임대 | |
|---|---|
| <NA> | |
| 자가 | 4 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.9487179 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | 임대 |
Common Values
| Value | Count | Frequency (%) |
| 임대 | 78 | |
| <NA> | 74 | |
| 자가 | 4 | 2.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 임대 | 78 | |
| na | 74 | |
| 자가 | 4 | 2.6% |
세탁기수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.6153846 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 84 | |
| 0 | 72 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 84 | |
| 0 | 72 |
여성종사자수
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | 2 |
| 5 | 1 |
| 11 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.6410256 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 137 | |
| 0 | 15 | 9.6% |
| 1 | 2 | 1.3% |
| 5 | 1 | 0.6% |
| 11 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 137 | |
| 0 | 15 | 9.6% |
| 1 | 2 | 1.3% |
| 5 | 1 | 0.6% |
| 11 | 1 | 0.6% |
남성종사자수
Real number (ℝ)
MISSING ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 136 |
| Missing (%) | 87.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 11 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4.65 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.8127211 |
|---|---|
| Coefficient of variation (CV) | 2.2427771 |
| Kurtosis | 15.236639 |
| Mean | 1.7 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7383903 |
| Sum | 34 |
| Variance | 14.536842 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 11 | 7.1% |
| 1 | 3 | 1.9% |
| 2 | 2 | 1.3% |
| 3 | 2 | 1.3% |
| 17 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| (Missing) | 136 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 3 | 1.9% |
| 2 | 2 | 1.3% |
| 3 | 2 | 1.3% |
| 4 | 1 | 0.6% |
| 17 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 17 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 3 | 2 | 1.3% |
| 2 | 2 | 1.3% |
| 1 | 3 | 1.9% |
| 0 | 11 |
회수건조수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.8846154 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 98 | |
| 0 | 58 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 98 | |
| 0 | 58 |
침대수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.9615385 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 102 | |
| 0 | 54 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 102 | |
| 0 | 54 |
다중이용업소여부
Boolean
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 28 |
| Missing (%) | 17.9% |
| Memory size | 444.0 B |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 127 | |
| True | 1 | 0.6% |
| (Missing) | 28 | 17.9% |
| 개방자치단체코드 | 관리번호 | 인허가일자 | 인허가취소일자 | 영업상태코드 | 영업상태명 | 상세영업상태코드 | 상세영업상태명 | 폐업일자 | 휴업시작일자 | 휴업종료일자 | 재개업일자 | 전화번호 | 소재지면적 | 소재지우편번호 | 지번주소 | 도로명주소 | 도로명우편번호 | 사업장명 | 최종수정일자 | 데이터갱신구분 | 데이터갱신일자 | 업태구분명 | 좌표정보(X) | 좌표정보(Y) | 위생업태명 | 건물지상층수 | 건물지하층수 | 사용시작지상층 | 사용끝지상층 | 사용시작지하층 | 사용끝지하층 | 한실수 | 양실수 | 욕실수 | 발한실여부 | 좌석수 | 조건부허가신고사유 | 조건부허가시작일자 | 조건부허가종료일자 | 건물소유구분명 | 세탁기수 | 여성종사자수 | 남성종사자수 | 회수건조수 | 침대수 | 다중이용업소여부 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3120000 | 3120000-206-1992-00001 | 19921210 | <NA> | 3 | 폐업 | 2 | 폐업 | 20040210 | <NA> | <NA> | <NA> | 02 3644987 | 165.10 | 120012 | 서울특별시 서대문구 충정로2가 191 (14층) | <NA> | <NA> | 유건개발(주) | 2014-01-14 09:59:51 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 196801.661639 | 451267.809662 | 건물위생관리업 | 18 | 7 | 14 | 14 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 1 | 3120000 | 3120000-206-1993-00906 | 19931218 | <NA> | 3 | 폐업 | 2 | 폐업 | 19961011 | <NA> | <NA> | <NA> | 02 3227138 | 2,825.42 | 120824 | 서울특별시 서대문구 연희동 92-18 3층 300호 | <NA> | <NA> | 용현실업(주) | 2001-10-04 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 193860.582118 | 451975.128846 | 건물위생관리업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 2 | 3120000 | 3120000-206-1994-00907 | 19940407 | <NA> | 3 | 폐업 | 2 | 폐업 | 20040210 | <NA> | <NA> | <NA> | 02 3078161 | 41.60 | 120817 | 서울특별시 서대문구 북가좌동 392-26 (2층) | <NA> | <NA> | 환경종합개발 | 2014-01-14 10:00:17 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 191618.069041 | 452417.992626 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 3 | 3120000 | 3120000-206-1994-02183 | 19940414 | <NA> | 3 | 폐업 | 2 | 폐업 | 20000313 | <NA> | <NA> | <NA> | 02 7237091 | 72.30 | 120858 | 서울특별시 서대문구 홍제동 307-12 | <NA> | <NA> | 주-삼원관리산업 | 2000-04-14 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 194850.291513 | 453882.809422 | 건물위생관리업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 4 | 3120000 | 3120000-206-1994-02184 | 19921210 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 3655484 | 61.22 | 120012 | 서울특별시 서대문구 충정로2가 191 유원골든타워빌딩1409 | 서울특별시 서대문구 충정로 53, 유원골든타워빌딩 1409호 (충정로2가) | 3736 | 유건개발(주) | 2019-07-25 11:10:15 | U | 2019-07-27 02:40:00.0 | 건물위생관리업 | 196801.661639 | 451267.809662 | 건물위생관리업 | 18 | 7 | 14 | 14 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | 임대 | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 5 | 3120000 | 3120000-206-1994-02185 | 19940407 | <NA> | 3 | 폐업 | 2 | 폐업 | 20181113 | <NA> | <NA> | <NA> | 02 3078162 | 39.67 | 120827 | 서울특별시 서대문구 연희동 170-112 (1층) | 서울특별시 서대문구 홍제천로 184 (연희동,(1층)) | 3660 | 환경종합개발 | 2018-11-13 13:21:55 | U | 2018-11-15 02:36:21.0 | 건물위생관리업 | 194048.734323 | 452910.282115 | 건물위생관리업 | 4 | 1 | 2 | 2 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | 임대 | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 6 | 3120000 | 3120000-206-1994-02186 | 19941226 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 7250668 | 35.28 | 120050 | 서울특별시 서대문구 냉천동 173 | 서울특별시 서대문구 통일로 137-6, 1층 (냉천동) | 3735 | (주)창성기업 | 2013-09-16 16:59:56 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 196855.670747 | 451592.649579 | 건물위생관리업 | 4 | <NA> | <NA> | 3 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 7 | 3120000 | 3120000-206-1995-02184 | 19950622 | <NA> | 3 | 폐업 | 2 | 폐업 | 19961010 | <NA> | <NA> | <NA> | 02 0 | 61.18 | 120814 | 서울특별시 서대문구 북가좌동 308-6 | <NA> | <NA> | 광산종합관리주식회사 | 2001-10-04 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 192015.923302 | 453035.413734 | 건물위생관리업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 8 | 3120000 | 3120000-206-1995-02186 | 19951027 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 3911112 | 132.00 | 120863 | 서울특별시 서대문구 홍제동 278-9 | 서울특별시 서대문구 간호대로 11-32 (홍제동) | 3619 | (주)포콤방범시스템 | 2021-10-06 14:34:04 | U | 2021-10-08 02:40:00.0 | 건물위생관리업 | 195333.442347 | 454822.275735 | 건물위생관리업 | 5 | <NA> | 1 | 1 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 9 | 3120000 | 3120000-206-1996-00908 | 19960320 | <NA> | 3 | 폐업 | 2 | 폐업 | 19961023 | <NA> | <NA> | <NA> | 02 3367551 | 55.86 | 120824 | 서울특별시 서대문구 연희동 92-18 | <NA> | <NA> | 현대종합관리 | 2001-10-04 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 193860.582118 | 451975.128846 | 건물위생관리업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 개방자치단체코드 | 관리번호 | 인허가일자 | 인허가취소일자 | 영업상태코드 | 영업상태명 | 상세영업상태코드 | 상세영업상태명 | 폐업일자 | 휴업시작일자 | 휴업종료일자 | 재개업일자 | 전화번호 | 소재지면적 | 소재지우편번호 | 지번주소 | 도로명주소 | 도로명우편번호 | 사업장명 | 최종수정일자 | 데이터갱신구분 | 데이터갱신일자 | 업태구분명 | 좌표정보(X) | 좌표정보(Y) | 위생업태명 | 건물지상층수 | 건물지하층수 | 사용시작지상층 | 사용끝지상층 | 사용시작지하층 | 사용끝지하층 | 한실수 | 양실수 | 욕실수 | 발한실여부 | 좌석수 | 조건부허가신고사유 | 조건부허가시작일자 | 조건부허가종료일자 | 건물소유구분명 | 세탁기수 | 여성종사자수 | 남성종사자수 | 회수건조수 | 침대수 | 다중이용업소여부 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 146 | 3120000 | 3120000-206-2022-00004 | 2022-11-28 | <NA> | 3 | 폐업 | 2 | 폐업 | 2023-12-05 | <NA> | <NA> | <NA> | 15997630 | 34.00 | 120-848 | 서울특별시 서대문구 홍은동 402-26 필하우스 | 서울특별시 서대문구 증가로10길 96-7, 201A호 (홍은동, 필하우스) | 3662 | 그린F5서대문본부 | 2023-12-05 13:26:27 | U | 2022-11-02 00:07:00.0 | 건물위생관리업 | 193468.958475 | 453132.328457 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 147 | 3120000 | 3120000-206-2022-00005 | 20221208 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 303 0731 | 7.00 | 120812 | 서울특별시 서대문구 북가좌동 294-16 | 서울특별시 서대문구 응암로 90, 1층 (북가좌동) | 3682 | 한강C&B | 2022-12-08 15:18:10 | I | 2021-11-01 23:00:00.0 | 건물위생관리업 | 192185.182189 | 453165.457955 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 148 | 3120000 | 3120000-206-2022-00006 | 20221209 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 3.30 | 120827 | 서울특별시 서대문구 연희동 717-29 한인트윈빌 | 서울특별시 서대문구 홍연길 77, 202호 C-46호 (연희동, 한인트윈빌) | 3695 | 아트소마 | 2022-12-09 14:32:52 | I | 2021-11-01 23:01:00.0 | 건물위생관리업 | 193803.424182 | 452723.457356 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 149 | 3120000 | 3120000-206-2022-00007 | 20221219 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 22.28 | 120715 | 서울특별시 서대문구 충정로3가 139 동아일보사건물 | 서울특별시 서대문구 충정로 29, 동아일보사건물 17층 (충정로3가) | 3737 | (주)동아엠텍 | 2023-01-17 11:54:55 | I | 2022-11-30 23:09:00.0 | 건물위생관리업 | 196694.508583 | 451070.35971 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 150 | 3120000 | 3120000-206-2023-00001 | 2023-01-17 | <NA> | 3 | 폐업 | 2 | 폐업 | 2023-09-21 | <NA> | <NA> | <NA> | 02 3220937 | 88.15 | 120-861 | 서울특별시 서대문구 홍제동 361-197 | 서울특별시 서대문구 홍제내길 20, 2층 (홍제동) | 3642 | 주식회사 동우코퍼레이션 | 2023-09-21 15:12:02 | U | 2022-12-08 22:03:00.0 | 건물위생관리업 | 194355.240639 | 453475.988355 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 151 | 3120000 | 3120000-206-2023-00002 | 2023-02-01 | <NA> | 3 | 폐업 | 2 | 폐업 | 2024-01-17 | <NA> | <NA> | <NA> | <NA> | 28.25 | 120-829 | 서울특별시 서대문구 연희동 140-12 연희동 다세대주택 1호 | 서울특별시 서대문구 연희로28길 51-8, 1층 1호 (연희동, 연희동 다세대주택) | 3720 | (주) 유토산업개발 | 2024-01-17 15:54:00 | U | 2023-11-30 23:09:00.0 | 건물위생관리업 | 194471.031235 | 452559.763601 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 152 | 3120000 | 3120000-206-2023-00003 | 2023-02-09 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 223.00 | 120-823 | 서울특별시 서대문구 연희동 69 | 서울특별시 서대문구 연희로26다길 54, 지하1층,지상2층 (연희동) | 3720 | (주)에이치씨알시스템 | 2023-02-09 16:17:14 | I | 2022-12-01 23:01:00.0 | 건물위생관리업 | 194430.963061 | 452482.828312 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 153 | 3120000 | 3120000-206-2023-00004 | 2023-07-17 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 70.79 | 120-863 | 서울특별시 서대문구 홍제동 282-26 | 서울특별시 서대문구 세검정로4길 28, 지1층 전체호 (홍제동) | 3622 | 크린대장 서대문점 | 2023-07-17 11:27:00 | I | 2022-12-06 23:09:00.0 | 건물위생관리업 | 195475.349958 | 454635.157093 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 154 | 3120000 | 3120000-206-2023-00005 | 2023-11-28 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 13.00 | 120-706 | 서울특별시 서대문구 창천동 30-33 현대백화점신촌점 | 서울특별시 서대문구 신촌로 83, 현대백화점신촌점 지5층 일부호 (창천동) | 3789 | 태영씨에치엠 | 2023-11-28 15:43:03 | I | 2022-10-31 21:00:00.0 | 건물위생관리업 | 194265.06764 | 450433.691021 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 155 | 3120000 | 3120000-206-2024-00001 | 2024-05-07 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 10.00 | 120-817 | 서울특별시 서대문구 북가좌동 392-35 | 서울특별시 서대문구 수색로 139, 207-5호 (북가좌동) | 3715 | 청소119 | 2024-05-07 14:38:45 | I | 2023-12-05 00:09:00.0 | 건물위생관리업 | 191543.28 | 452508.37 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |