Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 554 |
| Missing cells | 5508 |
| Missing cells (%) | 21.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 218.7 KiB |
| Average record size in memory | 404.2 B |
Variable types
| Categorical | 21 |
|---|---|
| Text | 7 |
| DateTime | 4 |
| Unsupported | 7 |
| Numeric | 6 |
| 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 | 서초구 |
| URL | https://data.seoul.go.kr/dataList/OA-17973/S/1/datasetView.do |
개방자치단체코드 has constant value "" | Constant |
발한실여부 has constant value "" | Constant |
업태구분명 is highly imbalanced (92.8%) | Imbalance |
위생업태명 is highly imbalanced (71.5%) | Imbalance |
사용끝지하층 is highly imbalanced (58.2%) | Imbalance |
여성종사자수 is highly imbalanced (53.3%) | Imbalance |
남성종사자수 is highly imbalanced (53.3%) | Imbalance |
다중이용업소여부 is highly imbalanced (97.9%) | Imbalance |
인허가취소일자 has 554 (100.0%) missing values | Missing |
폐업일자 has 162 (29.2%) missing values | Missing |
휴업시작일자 has 554 (100.0%) missing values | Missing |
휴업종료일자 has 554 (100.0%) missing values | Missing |
재개업일자 has 554 (100.0%) missing values | Missing |
전화번호 has 71 (12.8%) missing values | Missing |
도로명주소 has 198 (35.7%) missing values | Missing |
도로명우편번호 has 207 (37.4%) missing values | Missing |
좌표정보(X) has 28 (5.1%) missing values | Missing |
좌표정보(Y) has 28 (5.1%) missing values | Missing |
건물지상층수 has 225 (40.6%) missing values | Missing |
건물지하층수 has 225 (40.6%) missing values | Missing |
발한실여부 has 83 (15.0%) missing values | Missing |
조건부허가신고사유 has 554 (100.0%) missing values | Missing |
조건부허가시작일자 has 554 (100.0%) missing values | Missing |
조건부허가종료일자 has 554 (100.0%) missing values | Missing |
세탁기수 has 331 (59.7%) missing values | Missing |
다중이용업소여부 has 70 (12.6%) 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 292 (52.7%) zeros | Zeros |
건물지하층수 has 295 (53.2%) zeros | Zeros |
세탁기수 has 51 (9.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-11 06:33:56.854082 |
|---|---|
| Analysis finished | 2024-05-11 06:33:57.963982 |
| Duration | 1.11 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
개방자치단체코드
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 3210000 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3210000 |
|---|---|
| 2nd row | 3210000 |
| 3rd row | 3210000 |
| 4th row | 3210000 |
| 5th row | 3210000 |
Common Values
| Value | Count | Frequency (%) |
| 3210000 | 554 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3210000 | 554 |
관리번호
Text
UNIQUE
| Distinct | 554 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 12188 |
|---|---|
| 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 | 554 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 3210000-205-1965-00001 |
|---|---|
| 2nd row | 3210000-205-1987-01699 |
| 3rd row | 3210000-205-1987-01702 |
| 4th row | 3210000-205-1987-01705 |
| 5th row | 3210000-205-1987-01709 |
| Value | Count | Frequency (%) |
| 3210000-205-1965-00001 | 1 | 0.2% |
| 3210000-205-2007-00002 | 1 | 0.2% |
| 3210000-205-2006-00015 | 1 | 0.2% |
| 3210000-205-2006-00016 | 1 | 0.2% |
| 3210000-205-2007-00006 | 1 | 0.2% |
| 3210000-205-2007-00005 | 1 | 0.2% |
| 3210000-205-2007-00004 | 1 | 0.2% |
| 3210000-205-2007-00003 | 1 | 0.2% |
| 3210000-205-2007-00001 | 1 | 0.2% |
| 3210000-205-2006-00017 | 1 | 0.2% |
| Other values (544) | 544 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4684 | |
| - | 1662 | 13.6% |
| 2 | 1580 | 13.0% |
| 1 | 1393 | 11.4% |
| 3 | 722 | 5.9% |
| 5 | 690 | 5.7% |
| 9 | 645 | 5.3% |
| 8 | 302 | 2.5% |
| 7 | 204 | 1.7% |
| 6 | 175 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10526 | |
| Dash Punctuation | 1662 | 13.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4684 | |
| 2 | 1580 | 15.0% |
| 1 | 1393 | 13.2% |
| 3 | 722 | 6.9% |
| 5 | 690 | 6.6% |
| 9 | 645 | 6.1% |
| 8 | 302 | 2.9% |
| 7 | 204 | 1.9% |
| 6 | 175 | 1.7% |
| 4 | 131 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1662 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12188 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4684 | |
| - | 1662 | 13.6% |
| 2 | 1580 | 13.0% |
| 1 | 1393 | 11.4% |
| 3 | 722 | 5.9% |
| 5 | 690 | 5.7% |
| 9 | 645 | 5.3% |
| 8 | 302 | 2.5% |
| 7 | 204 | 1.7% |
| 6 | 175 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12188 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4684 | |
| - | 1662 | 13.6% |
| 2 | 1580 | 13.0% |
| 1 | 1393 | 11.4% |
| 3 | 722 | 5.9% |
| 5 | 690 | 5.7% |
| 9 | 645 | 5.3% |
| 8 | 302 | 2.5% |
| 7 | 204 | 1.7% |
| 6 | 175 | 1.4% |
인허가일자
Date
| Distinct | 462 |
|---|---|
| Distinct (%) | 83.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| Minimum | 1965-12-20 00:00:00 |
|---|---|
| Maximum | 2023-10-23 00:00:00 |
Histogram with fixed size bins (bins=50)
인허가취소일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 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 | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 392 | |
| 1 | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 392 | |
| 1 | 162 |
영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 폐업 | |
|---|---|
| 영업/정상 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.8772563 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 폐업 |
|---|---|
| 2nd row | 폐업 |
| 3rd row | 폐업 |
| 4th row | 폐업 |
| 5th row | 폐업 |
Common Values
| Value | Count | Frequency (%) |
| 폐업 | 392 | |
| 영업/정상 | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 392 | |
| 영업/정상 | 162 |
상세영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 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 | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 392 | |
| 1 | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 392 | |
| 1 | 162 |
상세영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 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 | 폐업 |
Common Values
| Value | Count | Frequency (%) |
| 폐업 | 392 | |
| 영업 | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 392 | |
| 영업 | 162 |
폐업일자
Date
MISSING
| Distinct | 342 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 162 |
| Missing (%) | 29.2% |
| Memory size | 4.5 KiB |
| Minimum | 1994-02-02 00:00:00 |
|---|---|
| Maximum | 2024-04-04 00:00:00 |
Histogram with fixed size bins (bins=50)
휴업시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
휴업종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
재개업일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
전화번호
Text
MISSING
| Distinct | 457 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 71 |
| Missing (%) | 12.8% |
| Memory size | 4.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 10.10352 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4880 |
|---|---|
| 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 | 433 ? |
|---|---|
| Unique (%) | 89.6% |
Sample
| 1st row | 02 5911966 |
|---|---|
| 2nd row | 02 5835203 |
| 3rd row | 02 5856250 |
| 4th row | 0205838164 |
| 5th row | 02 0 |
| Value | Count | Frequency (%) |
| 02 | 291 | |
| 593 | 6 | 0.7% |
| 532 | 6 | 0.7% |
| 587 | 5 | 0.6% |
| 534 | 4 | 0.5% |
| 535 | 4 | 0.5% |
| 585 | 4 | 0.5% |
| 536 | 4 | 0.5% |
| 584 | 3 | 0.3% |
| 583 | 3 | 0.3% |
| Other values (500) | 551 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 827 | |
| 2 | 764 | |
| 5 | 716 | |
| 492 | ||
| 3 | 372 | |
| 8 | 367 | |
| 7 | 298 | 6.1% |
| 9 | 287 | 5.9% |
| 4 | 280 | 5.7% |
| 1 | 243 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4388 | |
| Space Separator | 492 | 10.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 827 | |
| 2 | 764 | |
| 5 | 716 | |
| 3 | 372 | |
| 8 | 367 | |
| 7 | 298 | 6.8% |
| 9 | 287 | 6.5% |
| 4 | 280 | 6.4% |
| 1 | 243 | 5.5% |
| 6 | 234 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 492 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4880 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 827 | |
| 2 | 764 | |
| 5 | 716 | |
| 492 | ||
| 3 | 372 | |
| 8 | 367 | |
| 7 | 298 | 6.1% |
| 9 | 287 | 5.9% |
| 4 | 280 | 5.7% |
| 1 | 243 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 827 | |
| 2 | 764 | |
| 5 | 716 | |
| 492 | ||
| 3 | 372 | |
| 8 | 367 | |
| 7 | 298 | 6.1% |
| 9 | 287 | 5.9% |
| 4 | 280 | 5.7% |
| 1 | 243 | 5.0% |
소재지면적
Text
| Distinct | 242 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 2 |
| Missing (%) | 0.4% |
| Memory size | 4.5 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.3061594 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2377 |
|---|---|
| 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 | 199 ? |
|---|---|
| Unique (%) | 36.1% |
Sample
| 1st row | 0.00 |
|---|---|
| 2nd row | .00 |
| 3rd row | .00 |
| 4th row | .00 |
| 5th row | .00 |
| Value | Count | Frequency (%) |
| 00 | 203 | |
| 33.00 | 24 | 4.3% |
| 26.40 | 7 | 1.3% |
| 30.00 | 6 | 1.1% |
| 27.00 | 6 | 1.1% |
| 0.00 | 6 | 1.1% |
| 21.00 | 6 | 1.1% |
| 45.00 | 5 | 0.9% |
| 49.50 | 5 | 0.9% |
| 23.00 | 5 | 0.9% |
| Other values (232) | 279 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 771 | |
| . | 552 | |
| 3 | 179 | 7.5% |
| 2 | 173 | 7.3% |
| 4 | 121 | 5.1% |
| 1 | 118 | 5.0% |
| 5 | 115 | 4.8% |
| 6 | 94 | 4.0% |
| 7 | 91 | 3.8% |
| 9 | 90 | 3.8% |
| Other values (2) | 73 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1824 | |
| Other Punctuation | 553 | 23.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 771 | |
| 3 | 179 | 9.8% |
| 2 | 173 | 9.5% |
| 4 | 121 | 6.6% |
| 1 | 118 | 6.5% |
| 5 | 115 | 6.3% |
| 6 | 94 | 5.2% |
| 7 | 91 | 5.0% |
| 9 | 90 | 4.9% |
| 8 | 72 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 552 | |
| , | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2377 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 771 | |
| . | 552 | |
| 3 | 179 | 7.5% |
| 2 | 173 | 7.3% |
| 4 | 121 | 5.1% |
| 1 | 118 | 5.0% |
| 5 | 115 | 4.8% |
| 6 | 94 | 4.0% |
| 7 | 91 | 3.8% |
| 9 | 90 | 3.8% |
| Other values (2) | 73 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 771 | |
| . | 552 | |
| 3 | 179 | 7.5% |
| 2 | 173 | 7.3% |
| 4 | 121 | 5.1% |
| 1 | 118 | 5.0% |
| 5 | 115 | 4.8% |
| 6 | 94 | 4.0% |
| 7 | 91 | 3.8% |
| 9 | 90 | 3.8% |
| Other values (2) | 73 | 3.1% |
소재지우편번호
Text
| Distinct | 133 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.0613718 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3358 |
|---|---|
| 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 | 38 ? |
|---|---|
| Unique (%) | 6.9% |
Sample
| 1st row | 137-829 |
|---|---|
| 2nd row | 137817 |
| 3rd row | 137060 |
| 4th row | 137818 |
| 5th row | 137846 |
| Value | Count | Frequency (%) |
| 137040 | 28 | 5.1% |
| 137882 | 17 | 3.1% |
| 137810 | 15 | 2.7% |
| 137834 | 13 | 2.3% |
| 137809 | 12 | 2.2% |
| 137906 | 11 | 2.0% |
| 137829 | 11 | 2.0% |
| 137880 | 10 | 1.8% |
| 137871 | 10 | 1.8% |
| 137817 | 9 | 1.6% |
| Other values (123) | 418 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 660 | |
| 1 | 657 | |
| 3 | 639 | |
| 8 | 523 | |
| 0 | 285 | |
| 9 | 167 | 5.0% |
| 4 | 131 | 3.9% |
| 6 | 109 | 3.2% |
| 5 | 80 | 2.4% |
| 2 | 73 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3324 | |
| Dash Punctuation | 34 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 660 | |
| 1 | 657 | |
| 3 | 639 | |
| 8 | 523 | |
| 0 | 285 | |
| 9 | 167 | 5.0% |
| 4 | 131 | 3.9% |
| 6 | 109 | 3.3% |
| 5 | 80 | 2.4% |
| 2 | 73 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 660 | |
| 1 | 657 | |
| 3 | 639 | |
| 8 | 523 | |
| 0 | 285 | |
| 9 | 167 | 5.0% |
| 4 | 131 | 3.9% |
| 6 | 109 | 3.2% |
| 5 | 80 | 2.4% |
| 2 | 73 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 660 | |
| 1 | 657 | |
| 3 | 639 | |
| 8 | 523 | |
| 0 | 285 | |
| 9 | 167 | 5.0% |
| 4 | 131 | 3.9% |
| 6 | 109 | 3.2% |
| 5 | 80 | 2.4% |
| 2 | 73 | 2.2% |
지번주소
Text
| Distinct | 542 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
Length
| Max length | 51 |
|---|---|
| Median length | 41 |
| Mean length | 26.65343 |
| Min length | 18 |
Characters and Unicode
| Total characters | 14766 |
|---|---|
| Distinct characters | 200 |
| Distinct categories | 12 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 5 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 531 ? |
|---|---|
| Unique (%) | 95.8% |
Sample
| 1st row | 서울특별시 서초구 방배동 773-6 |
|---|---|
| 2nd row | 서울특별시 서초구 방배동 431-26번지 |
| 3rd row | 서울특별시 서초구 방배동 487-1번지 |
| 4th row | 서울특별시 서초구 방배동 454-19번지 |
| 5th row | 서울특별시 서초구 방배동 966-41번지 |
| Value | Count | Frequency (%) |
| 서울특별시 | 554 | |
| 서초구 | 554 | |
| 방배동 | 174 | 6.2% |
| 서초동 | 157 | 5.6% |
| 1층 | 127 | 4.5% |
| 반포동 | 98 | 3.5% |
| 양재동 | 61 | 2.2% |
| 잠원동 | 40 | 1.4% |
| 103호 | 23 | 0.8% |
| 102호 | 20 | 0.7% |
| Other values (751) | 1015 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2660 | ||
| 서 | 1291 | 8.7% |
| 1 | 867 | 5.9% |
| 초 | 732 | 5.0% |
| 동 | 589 | 4.0% |
| 시 | 556 | 3.8% |
| 구 | 555 | 3.8% |
| 울 | 554 | 3.8% |
| 별 | 554 | 3.8% |
| 특 | 554 | 3.8% |
| Other values (190) | 5854 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 8226 | |
| Decimal Number | 3241 | 21.9% |
| Space Separator | 2660 | 18.0% |
| Dash Punctuation | 489 | 3.3% |
| Uppercase Letter | 48 | 0.3% |
| Close Punctuation | 40 | 0.3% |
| Open Punctuation | 40 | 0.3% |
| Other Punctuation | 18 | 0.1% |
| Math Symbol | 1 | < 0.1% |
| Modifier Symbol | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 1291 | |
| 초 | 732 | 8.9% |
| 동 | 589 | 7.2% |
| 시 | 556 | 6.8% |
| 구 | 555 | 6.7% |
| 울 | 554 | 6.7% |
| 별 | 554 | 6.7% |
| 특 | 554 | 6.7% |
| 지 | 419 | 5.1% |
| 번 | 363 | 4.4% |
| Other values (158) | 2059 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 21 | |
| A | 6 | 12.5% |
| K | 5 | 10.4% |
| D | 2 | 4.2% |
| L | 2 | 4.2% |
| E | 2 | 4.2% |
| T | 2 | 4.2% |
| I | 2 | 4.2% |
| P | 2 | 4.2% |
| R | 2 | 4.2% |
| Other values (2) | 2 | 4.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 867 | |
| 2 | 395 | |
| 0 | 337 | 10.4% |
| 3 | 327 | 10.1% |
| 7 | 243 | 7.5% |
| 4 | 241 | 7.4% |
| 8 | 225 | 6.9% |
| 5 | 223 | 6.9% |
| 6 | 219 | 6.8% |
| 9 | 164 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16 | |
| . | 2 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 2660 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 489 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 40 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 40 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 1 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Letter Number
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
Other Symbol
| Value | Count | Frequency (%) |
| ㎡ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 8226 | |
| Common | 6491 | |
| Latin | 49 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 1291 | |
| 초 | 732 | 8.9% |
| 동 | 589 | 7.2% |
| 시 | 556 | 6.8% |
| 구 | 555 | 6.7% |
| 울 | 554 | 6.7% |
| 별 | 554 | 6.7% |
| 특 | 554 | 6.7% |
| 지 | 419 | 5.1% |
| 번 | 363 | 4.4% |
| Other values (158) | 2059 |
Common
| Value | Count | Frequency (%) |
| 2660 | ||
| 1 | 867 | 13.4% |
| - | 489 | 7.5% |
| 2 | 395 | 6.1% |
| 0 | 337 | 5.2% |
| 3 | 327 | 5.0% |
| 7 | 243 | 3.7% |
| 4 | 241 | 3.7% |
| 8 | 225 | 3.5% |
| 5 | 223 | 3.4% |
| Other values (9) | 484 | 7.5% |
Latin
| Value | Count | Frequency (%) |
| B | 21 | |
| A | 6 | 12.2% |
| K | 5 | 10.2% |
| D | 2 | 4.1% |
| L | 2 | 4.1% |
| E | 2 | 4.1% |
| T | 2 | 4.1% |
| I | 2 | 4.1% |
| P | 2 | 4.1% |
| R | 2 | 4.1% |
| Other values (3) | 3 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 8226 | |
| ASCII | 6537 | |
| None | 1 | < 0.1% |
| Number Forms | 1 | < 0.1% |
| CJK Compat | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2660 | ||
| 1 | 867 | 13.3% |
| - | 489 | 7.5% |
| 2 | 395 | 6.0% |
| 0 | 337 | 5.2% |
| 3 | 327 | 5.0% |
| 7 | 243 | 3.7% |
| 4 | 241 | 3.7% |
| 8 | 225 | 3.4% |
| 5 | 223 | 3.4% |
| Other values (19) | 530 | 8.1% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 1291 | |
| 초 | 732 | 8.9% |
| 동 | 589 | 7.2% |
| 시 | 556 | 6.8% |
| 구 | 555 | 6.7% |
| 울 | 554 | 6.7% |
| 별 | 554 | 6.7% |
| 특 | 554 | 6.7% |
| 지 | 419 | 5.1% |
| 번 | 363 | 4.4% |
| Other values (158) | 2059 |
None
| Value | Count | Frequency (%) |
| Ｉ | 1 |
Number Forms
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
CJK Compat
| Value | Count | Frequency (%) |
| ㎡ | 1 |
도로명주소
Text
MISSING
| Distinct | 347 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 198 |
| Missing (%) | 35.7% |
| Memory size | 4.5 KiB |
Length
| Max length | 57 |
|---|---|
| Median length | 43 |
| Mean length | 32.912921 |
| Min length | 22 |
Characters and Unicode
| Total characters | 11717 |
|---|---|
| Distinct characters | 228 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 4 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 338 ? |
|---|---|
| Unique (%) | 94.9% |
Sample
| 1st row | 서울특별시 서초구 방배로42길 24 (방배동) |
|---|---|
| 2nd row | 서울특별시 서초구 방배중앙로 50, 1층 (방배동) |
| 3rd row | 서울특별시 서초구 서초대로22길 27, 1층 103호 (방배동) |
| 4th row | 서울특별시 서초구 청두곶길 22 (방배동) |
| 5th row | 서울특별시 서초구 남부순환로287길 42-3 (방배동) |
| Value | Count | Frequency (%) |
| 서울특별시 | 356 | 16.1% |
| 서초구 | 356 | 16.1% |
| 1층 | 86 | 3.9% |
| 방배동 | 84 | 3.8% |
| 서초동 | 84 | 3.8% |
| 반포동 | 39 | 1.8% |
| 잠원동 | 25 | 1.1% |
| 양재동 | 24 | 1.1% |
| 103호 | 20 | 0.9% |
| 102호 | 17 | 0.8% |
| Other values (603) | 1115 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1850 | 15.8% | |
| 서 | 926 | 7.9% |
| 초 | 557 | 4.8% |
| 1 | 533 | 4.5% |
| 동 | 398 | 3.4% |
| ( | 366 | 3.1% |
| ) | 366 | 3.1% |
| 구 | 360 | 3.1% |
| 시 | 357 | 3.0% |
| 울 | 357 | 3.0% |
| Other values (218) | 5647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 6749 | |
| Decimal Number | 1921 | 16.4% |
| Space Separator | 1850 | 15.8% |
| Open Punctuation | 366 | 3.1% |
| Close Punctuation | 366 | 3.1% |
| Other Punctuation | 353 | 3.0% |
| Dash Punctuation | 63 | 0.5% |
| Uppercase Letter | 47 | 0.4% |
| Modifier Symbol | 1 | < 0.1% |
| Letter Number | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 926 | 13.7% |
| 초 | 557 | 8.3% |
| 동 | 398 | 5.9% |
| 구 | 360 | 5.3% |
| 시 | 357 | 5.3% |
| 울 | 357 | 5.3% |
| 별 | 356 | 5.3% |
| 특 | 356 | 5.3% |
| 로 | 332 | 4.9% |
| 길 | 260 | 3.9% |
| Other values (187) | 2490 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 24 | |
| A | 5 | 10.6% |
| K | 3 | 6.4% |
| E | 2 | 4.3% |
| I | 2 | 4.3% |
| P | 2 | 4.3% |
| R | 2 | 4.3% |
| D | 1 | 2.1% |
| Ｉ | 1 | 2.1% |
| G | 1 | 2.1% |
| Other values (4) | 4 | 8.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 533 | |
| 2 | 299 | |
| 0 | 202 | 10.5% |
| 3 | 195 | 10.2% |
| 4 | 163 | 8.5% |
| 5 | 139 | 7.2% |
| 7 | 116 | 6.0% |
| 6 | 105 | 5.5% |
| 8 | 85 | 4.4% |
| 9 | 84 | 4.4% |
Space Separator
| Value | Count | Frequency (%) |
| 1850 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 366 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 366 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 353 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 63 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Letter Number
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 6749 | |
| Common | 4920 | |
| Latin | 48 | 0.4% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 926 | 13.7% |
| 초 | 557 | 8.3% |
| 동 | 398 | 5.9% |
| 구 | 360 | 5.3% |
| 시 | 357 | 5.3% |
| 울 | 357 | 5.3% |
| 별 | 356 | 5.3% |
| 특 | 356 | 5.3% |
| 로 | 332 | 4.9% |
| 길 | 260 | 3.9% |
| Other values (187) | 2490 |
Common
| Value | Count | Frequency (%) |
| 1850 | ||
| 1 | 533 | 10.8% |
| ( | 366 | 7.4% |
| ) | 366 | 7.4% |
| , | 353 | 7.2% |
| 2 | 299 | 6.1% |
| 0 | 202 | 4.1% |
| 3 | 195 | 4.0% |
| 4 | 163 | 3.3% |
| 5 | 139 | 2.8% |
| Other values (6) | 454 | 9.2% |
Latin
| Value | Count | Frequency (%) |
| B | 24 | |
| A | 5 | 10.4% |
| K | 3 | 6.2% |
| E | 2 | 4.2% |
| I | 2 | 4.2% |
| P | 2 | 4.2% |
| R | 2 | 4.2% |
| D | 1 | 2.1% |
| Ｉ | 1 | 2.1% |
| G | 1 | 2.1% |
| Other values (5) | 5 | 10.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 6749 | |
| ASCII | 4966 | |
| None | 1 | < 0.1% |
| Number Forms | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1850 | ||
| 1 | 533 | 10.7% |
| ( | 366 | 7.4% |
| ) | 366 | 7.4% |
| , | 353 | 7.1% |
| 2 | 299 | 6.0% |
| 0 | 202 | 4.1% |
| 3 | 195 | 3.9% |
| 4 | 163 | 3.3% |
| 5 | 139 | 2.8% |
| Other values (19) | 500 | 10.1% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 926 | 13.7% |
| 초 | 557 | 8.3% |
| 동 | 398 | 5.9% |
| 구 | 360 | 5.3% |
| 시 | 357 | 5.3% |
| 울 | 357 | 5.3% |
| 별 | 356 | 5.3% |
| 특 | 356 | 5.3% |
| 로 | 332 | 4.9% |
| 길 | 260 | 3.9% |
| Other values (187) | 2490 |
None
| Value | Count | Frequency (%) |
| Ｉ | 1 |
Number Forms
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
도로명우편번호
Real number (ℝ)
MISSING
| Distinct | 168 |
|---|---|
| Distinct (%) | 48.4% |
| Missing | 207 |
| Missing (%) | 37.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6641.6311 |
| Minimum | 6501 |
|---|---|
| Maximum | 6803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 6501 |
|---|---|
| 5-th percentile | 6515.6 |
| Q1 | 6563 |
| median | 6645 |
| Q3 | 6709 |
| 95-th percentile | 6778.7 |
| Maximum | 6803 |
| Range | 302 |
| Interquartile range (IQR) | 146 |
Descriptive statistics
| Standard deviation | 84.407126 |
|---|---|
| Coefficient of variation (CV) | 0.012708795 |
| Kurtosis | -1.1490759 |
| Mean | 6641.6311 |
| Median Absolute Deviation (MAD) | 73 |
| Skewness | 0.090034802 |
| Sum | 2304646 |
| Variance | 7124.563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6602 | 7 | 1.3% |
| 6762 | 6 | 1.1% |
| 6536 | 6 | 1.1% |
| 6547 | 5 | 0.9% |
| 6540 | 5 | 0.9% |
| 6649 | 5 | 0.9% |
| 6654 | 5 | 0.9% |
| 6563 | 5 | 0.9% |
| 6527 | 5 | 0.9% |
| 6697 | 5 | 0.9% |
| Other values (158) | 293 | |
| (Missing) | 207 |
| Value | Count | Frequency (%) |
| 6501 | 2 | |
| 6502 | 3 | |
| 6503 | 3 | |
| 6506 | 2 | |
| 6509 | 4 | |
| 6514 | 3 | |
| 6515 | 1 | 0.2% |
| 6517 | 1 | 0.2% |
| 6518 | 1 | 0.2% |
| 6519 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 6803 | 1 | 0.2% |
| 6802 | 1 | 0.2% |
| 6800 | 1 | 0.2% |
| 6798 | 1 | 0.2% |
| 6793 | 1 | 0.2% |
| 6789 | 1 | 0.2% |
| 6788 | 1 | 0.2% |
| 6786 | 4 | |
| 6785 | 1 | 0.2% |
| 6784 | 1 | 0.2% |
사업장명
Text
| Distinct | 424 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 5.2292419 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2897 |
|---|---|
| Distinct characters | 297 |
| 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 | 350 ? |
|---|---|
| Unique (%) | 63.2% |
Sample
| 1st row | 방배사 |
|---|---|
| 2nd row | 백영세탁 |
| 3rd row | 에덴세탁 |
| 4th row | 한진세탁 |
| 5th row | 미광세탁 |
| Value | Count | Frequency (%) |
| 세탁 | 25 | 3.9% |
| 현대세탁 | 11 | 1.7% |
| 현대세탁소 | 10 | 1.6% |
| 세탁소 | 10 | 1.6% |
| 크린토피아 | 8 | 1.2% |
| 크리닝 | 8 | 1.2% |
| 노블레스 | 6 | 0.9% |
| 명품 | 6 | 0.9% |
| 현대 | 6 | 0.9% |
| 한강세탁소 | 6 | 0.9% |
| Other values (423) | 544 |
Most occurring characters
| Value | Count | Frequency (%) |
| 세 | 363 | 12.5% |
| 탁 | 356 | 12.3% |
| 소 | 168 | 5.8% |
| 크 | 105 | 3.6% |
| 86 | 3.0% | |
| 리 | 74 | 2.6% |
| 미 | 55 | 1.9% |
| 사 | 53 | 1.8% |
| 닝 | 51 | 1.8% |
| 린 | 51 | 1.8% |
| Other values (287) | 1535 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2767 | |
| Space Separator | 86 | 3.0% |
| Lowercase Letter | 15 | 0.5% |
| Uppercase Letter | 12 | 0.4% |
| Open Punctuation | 5 | 0.2% |
| Close Punctuation | 4 | 0.1% |
| Decimal Number | 4 | 0.1% |
| Other Punctuation | 3 | 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 세 | 363 | 13.1% |
| 탁 | 356 | 12.9% |
| 소 | 168 | 6.1% |
| 크 | 105 | 3.8% |
| 리 | 74 | 2.7% |
| 미 | 55 | 2.0% |
| 사 | 53 | 1.9% |
| 닝 | 51 | 1.8% |
| 린 | 51 | 1.8% |
| 명 | 46 | 1.7% |
| Other values (258) | 1445 |
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 3 | |
| v | 2 | |
| n | 2 | |
| e | 2 | |
| i | 1 | 6.7% |
| r | 1 | 6.7% |
| d | 1 | 6.7% |
| u | 1 | 6.7% |
| a | 1 | 6.7% |
| s | 1 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2 | |
| L | 2 | |
| S | 1 | |
| Y | 1 | |
| U | 1 | |
| C | 1 | |
| P | 1 | |
| H | 1 | |
| W | 1 | |
| J | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 1 | 1 | |
| 4 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 2 | |
| ' | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 86 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2767 | |
| Common | 103 | 3.6% |
| Latin | 27 | 0.9% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 세 | 363 | 13.1% |
| 탁 | 356 | 12.9% |
| 소 | 168 | 6.1% |
| 크 | 105 | 3.8% |
| 리 | 74 | 2.7% |
| 미 | 55 | 2.0% |
| 사 | 53 | 1.9% |
| 닝 | 51 | 1.8% |
| 린 | 51 | 1.8% |
| 명 | 46 | 1.7% |
| Other values (258) | 1445 |
Latin
| Value | Count | Frequency (%) |
| y | 3 | 11.1% |
| v | 2 | 7.4% |
| n | 2 | 7.4% |
| G | 2 | 7.4% |
| L | 2 | 7.4% |
| e | 2 | 7.4% |
| S | 1 | 3.7% |
| i | 1 | 3.7% |
| r | 1 | 3.7% |
| d | 1 | 3.7% |
| Other values (10) | 10 |
Common
| Value | Count | Frequency (%) |
| 86 | ||
| ( | 5 | 4.9% |
| ) | 4 | 3.9% |
| 2 | 2 | 1.9% |
| ? | 2 | 1.9% |
| 1 | 1 | 1.0% |
| 4 | 1 | 1.0% |
| - | 1 | 1.0% |
| ' | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2767 | |
| ASCII | 130 | 4.5% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 세 | 363 | 13.1% |
| 탁 | 356 | 12.9% |
| 소 | 168 | 6.1% |
| 크 | 105 | 3.8% |
| 리 | 74 | 2.7% |
| 미 | 55 | 2.0% |
| 사 | 53 | 1.9% |
| 닝 | 51 | 1.8% |
| 린 | 51 | 1.8% |
| 명 | 46 | 1.7% |
| Other values (258) | 1445 |
ASCII
| Value | Count | Frequency (%) |
| 86 | ||
| ( | 5 | 3.8% |
| ) | 4 | 3.1% |
| y | 3 | 2.3% |
| 2 | 2 | 1.5% |
| v | 2 | 1.5% |
| ? | 2 | 1.5% |
| n | 2 | 1.5% |
| G | 2 | 1.5% |
| L | 2 | 1.5% |
| Other values (19) | 20 | 15.4% |
최종수정일자
Date
| Distinct | 453 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| Minimum | 2000-01-25 00:00:00 |
|---|---|
| Maximum | 2024-04-04 14:49:57 |
Histogram with fixed size bins (bins=50)
데이터갱신구분
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 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 | U |
|---|---|
| 2nd row | I |
| 3rd row | I |
| 4th row | I |
| 5th row | I |
Common Values
| Value | Count | Frequency (%) |
| I | 339 | |
| U | 215 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 339 | |
| u | 215 |
데이터갱신일자
Date
| Distinct | 136 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| Minimum | 2018-08-31 23:59:59 |
|---|---|
| Maximum | 2023-12-04 00:06:00 |
Histogram with fixed size bins (bins=50)
업태구분명
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 일반세탁업 | |
|---|---|
| 빨래방업 | 5 |
| 세탁업 기타 | 2 |
| 운동화전문세탁업 | 2 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.0054152 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 일반세탁업 |
|---|---|
| 2nd row | 일반세탁업 |
| 3rd row | 일반세탁업 |
| 4th row | 일반세탁업 |
| 5th row | 일반세탁업 |
Common Values
| Value | Count | Frequency (%) |
| 일반세탁업 | 545 | |
| 빨래방업 | 5 | 0.9% |
| 세탁업 기타 | 2 | 0.4% |
| 운동화전문세탁업 | 2 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 일반세탁업 | 545 | |
| 빨래방업 | 5 | 0.9% |
| 세탁업 | 2 | 0.4% |
| 기타 | 2 | 0.4% |
| 운동화전문세탁업 | 2 | 0.4% |
좌표정보(X)
Real number (ℝ)
MISSING
| Distinct | 409 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 28 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200890.35 |
| Minimum | 198389.02 |
|---|---|
| Maximum | 208126.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 198389.02 |
|---|---|
| 5-th percentile | 198604.38 |
| Q1 | 199390.78 |
| median | 201034.4 |
| Q3 | 201861.13 |
| 95-th percentile | 203794.64 |
| Maximum | 208126.42 |
| Range | 9737.3989 |
| Interquartile range (IQR) | 2470.3518 |
Descriptive statistics
| Standard deviation | 1637.4535 |
|---|---|
| Coefficient of variation (CV) | 0.0081509814 |
| Kurtosis | -0.018309959 |
| Mean | 200890.35 |
| Median Absolute Deviation (MAD) | 1210.979 |
| Skewness | 0.43564173 |
| Sum | 1.0566832 × 108 |
| Variance | 2681253.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 202245.377899369 | 6 | 1.1% |
| 201472.668856726 | 6 | 1.1% |
| 199448.513021585 | 6 | 1.1% |
| 200010.868613477 | 5 | 0.9% |
| 200800.417027918 | 4 | 0.7% |
| 201945.128259 | 4 | 0.7% |
| 200005.626362552 | 4 | 0.7% |
| 200706.565400409 | 4 | 0.7% |
| 201648.514021987 | 3 | 0.5% |
| 203977.433862613 | 3 | 0.5% |
| Other values (399) | 481 | |
| (Missing) | 28 | 5.1% |
| Value | Count | Frequency (%) |
| 198389.022273532 | 1 | 0.2% |
| 198432.354182494 | 3 | |
| 198468.076641337 | 1 | 0.2% |
| 198487.574139642 | 1 | 0.2% |
| 198498.060625675 | 1 | 0.2% |
| 198502.492194238 | 1 | 0.2% |
| 198506.458385404 | 1 | 0.2% |
| 198507.549345185 | 1 | 0.2% |
| 198507.645953028 | 1 | 0.2% |
| 198512.866027886 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 208126.421170058 | 1 | 0.2% |
| 206527.143128753 | 1 | 0.2% |
| 205634.311119598 | 1 | 0.2% |
| 204921.170288976 | 1 | 0.2% |
| 204819.172335192 | 1 | 0.2% |
| 204442.386253547 | 1 | 0.2% |
| 204428.320643004 | 1 | 0.2% |
| 204021.6 | 1 | 0.2% |
| 203987.77391572 | 1 | 0.2% |
| 203977.433862613 | 3 |
좌표정보(Y)
Real number (ℝ)
MISSING
| Distinct | 409 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 28 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 443073.76 |
| Minimum | 438685.13 |
|---|---|
| Maximum | 446565.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 438685.13 |
|---|---|
| 5-th percentile | 440820.13 |
| Q1 | 442169.8 |
| median | 442923.48 |
| Q3 | 444193.27 |
| 95-th percentile | 445455.08 |
| Maximum | 446565.03 |
| Range | 7879.902 |
| Interquartile range (IQR) | 2023.4704 |
Descriptive statistics
| Standard deviation | 1434.1919 |
|---|---|
| Coefficient of variation (CV) | 0.0032369145 |
| Kurtosis | -0.13086149 |
| Mean | 443073.76 |
| Median Absolute Deviation (MAD) | 928.73181 |
| Skewness | -0.014952674 |
| Sum | 2.330568 × 108 |
| Variance | 2056906.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 442987.986999742 | 6 | 1.1% |
| 444193.267014675 | 6 | 1.1% |
| 444800.550772527 | 6 | 1.1% |
| 441810.188560916 | 5 | 0.9% |
| 444989.874340522 | 4 | 0.7% |
| 444423.971934 | 4 | 0.7% |
| 444680.521703344 | 4 | 0.7% |
| 444349.181060423 | 4 | 0.7% |
| 445084.627505619 | 3 | 0.5% |
| 441126.798408487 | 3 | 0.5% |
| Other values (399) | 481 | |
| (Missing) | 28 | 5.1% |
| Value | Count | Frequency (%) |
| 438685.126668674 | 1 | |
| 438769.485852873 | 1 | |
| 438918.090853339 | 1 | |
| 439131.445623862 | 1 | |
| 439470.889363188 | 1 | |
| 439588.856362211 | 1 | |
| 439673.170422023 | 1 | |
| 439881.740443559 | 1 | |
| 439961.430440504 | 2 | |
| 439988.378011805 | 1 |
| Value | Count | Frequency (%) |
| 446565.028672992 | 3 | |
| 446247.719636035 | 1 | 0.2% |
| 446115.079072598 | 1 | 0.2% |
| 445993.159516362 | 1 | 0.2% |
| 445992.459343379 | 2 | |
| 445971.21278915 | 1 | 0.2% |
| 445884.973 | 1 | 0.2% |
| 445836.03987153 | 1 | 0.2% |
| 445824.056378303 | 1 | 0.2% |
| 445792.191399183 | 1 | 0.2% |
위생업태명
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 일반세탁업 | |
|---|---|
| <NA> | |
| 빨래방업 | 3 |
| 세탁업 기타 | 2 |
| 운동화전문세탁업 | 2 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.8826715 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | 일반세탁업 |
| 3rd row | 일반세탁업 |
| 4th row | 일반세탁업 |
| 5th row | 일반세탁업 |
Common Values
| Value | Count | Frequency (%) |
| 일반세탁업 | 477 | |
| <NA> | 70 | 12.6% |
| 빨래방업 | 3 | 0.5% |
| 세탁업 기타 | 2 | 0.4% |
| 운동화전문세탁업 | 2 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 일반세탁업 | 477 | |
| na | 70 | 12.6% |
| 빨래방업 | 3 | 0.5% |
| 세탁업 | 2 | 0.4% |
| 기타 | 2 | 0.4% |
| 운동화전문세탁업 | 2 | 0.4% |
건물지상층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 225 |
| Missing (%) | 40.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58358663 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 292 |
| Zeros (%) | 52.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4754597 |
|---|---|
| Coefficient of variation (CV) | 4.2418033 |
| Kurtosis | 56.438512 |
| Mean | 0.58358663 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.9758395 |
| Sum | 192 |
| Variance | 6.1279005 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 5 | 9 | 1.6% |
| 2 | 7 | 1.3% |
| 3 | 7 | 1.3% |
| 4 | 7 | 1.3% |
| 1 | 3 | 0.5% |
| 21 | 1 | 0.2% |
| 25 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 20 | 1 | 0.2% |
| (Missing) | 225 |
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 1 | 3 | 0.5% |
| 2 | 7 | 1.3% |
| 3 | 7 | 1.3% |
| 4 | 7 | 1.3% |
| 5 | 9 | 1.6% |
| 15 | 1 | 0.2% |
| 20 | 1 | 0.2% |
| 21 | 1 | 0.2% |
| 25 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 25 | 1 | 0.2% |
| 21 | 1 | 0.2% |
| 20 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 5 | 9 | 1.6% |
| 4 | 7 | 1.3% |
| 3 | 7 | 1.3% |
| 2 | 7 | 1.3% |
| 1 | 3 | 0.5% |
| 0 | 292 |
건물지하층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 225 |
| Missing (%) | 40.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17629179 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 295 |
| Zeros (%) | 53.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.75662738 |
|---|---|
| Coefficient of variation (CV) | 4.2919036 |
| Kurtosis | 54.516727 |
| Mean | 0.17629179 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.9178771 |
| Sum | 58 |
| Variance | 0.57248499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 295 | |
| 1 | 27 | 4.9% |
| 2 | 3 | 0.5% |
| 7 | 2 | 0.4% |
| 6 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| (Missing) | 225 |
| Value | Count | Frequency (%) |
| 0 | 295 | |
| 1 | 27 | 4.9% |
| 2 | 3 | 0.5% |
| 5 | 1 | 0.2% |
| 6 | 1 | 0.2% |
| 7 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 7 | 2 | 0.4% |
| 6 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 2 | 3 | 0.5% |
| 1 | 27 | 4.9% |
| 0 | 295 |
사용시작지상층
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | |
| 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.1534296 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 213 | |
| 0 | 154 | |
| 1 | 153 | |
| 2 | 34 | 6.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 213 | |
| 0 | 154 | |
| 1 | 153 | |
| 2 | 34 | 6.1% |
사용끝지상층
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 1 | |
| 0 | |
| 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.7545126 |
| 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> | 324 | |
| 1 | 152 | |
| 0 | 43 | 7.8% |
| 2 | 35 | 6.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 324 | |
| 1 | 152 | |
| 0 | 43 | 7.8% |
| 2 | 35 | 6.3% |
사용시작지하층
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | 30 |
| 4 | 1 |
| 2 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.732852 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 320 | |
| 0 | 202 | |
| 1 | 30 | 5.4% |
| 4 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 320 | |
| 0 | 202 | |
| 1 | 30 | 5.4% |
| 4 | 1 | 0.2% |
| 2 | 1 | 0.2% |
사용끝지하층
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | 30 |
| 4 | 1 |
| 2 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.333935 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 431 | |
| 0 | 91 | 16.4% |
| 1 | 30 | 5.4% |
| 4 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 431 | |
| 0 | 91 | 16.4% |
| 1 | 30 | 5.4% |
| 4 | 1 | 0.2% |
| 2 | 1 | 0.2% |
한실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.2563177 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 322 | |
| <NA> | 232 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 322 | |
| na | 232 |
양실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.2563177 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 322 | |
| <NA> | 232 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 322 | |
| na | 232 |
욕실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.2563177 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 322 | |
| <NA> | 232 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 322 | |
| na | 232 |
발한실여부
Boolean
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 83 |
| Missing (%) | 15.0% |
| Memory size | 1.2 KiB |
| False | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| False | 471 | |
| (Missing) | 83 | 15.0% |
좌석수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.2779783 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | 0 |
| 4th row | <NA> |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 318 | |
| <NA> | 236 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 318 | |
| na | 236 |
조건부허가신고사유
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
조건부허가시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
조건부허가종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 554 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.0 KiB |
건물소유구분명
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 임대 | |
| 자가 | 7 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4512635 |
| Min length | 2 |
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> | 402 | |
| 임대 | 145 | 26.2% |
| 자가 | 7 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 402 | |
| 임대 | 145 | 26.2% |
| 자가 | 7 | 1.3% |
세탁기수
Real number (ℝ)
MISSING ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 331 |
| Missing (%) | 59.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8340807 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 51 |
| Zeros (%) | 9.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4.9 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5695024 |
|---|---|
| Coefficient of variation (CV) | 0.85574336 |
| Kurtosis | 2.0483583 |
| Mean | 1.8340807 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1594413 |
| Sum | 409 |
| Variance | 2.4633378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2 | 65 | 11.7% |
| 0 | 51 | 9.2% |
| 1 | 45 | 8.1% |
| 3 | 41 | 7.4% |
| 4 | 9 | 1.6% |
| 6 | 4 | 0.7% |
| 7 | 4 | 0.7% |
| 5 | 3 | 0.5% |
| 8 | 1 | 0.2% |
| (Missing) | 331 |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 1 | 45 | |
| 2 | 65 | |
| 3 | 41 | |
| 4 | 9 | 1.6% |
| 5 | 3 | 0.5% |
| 6 | 4 | 0.7% |
| 7 | 4 | 0.7% |
| 8 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.2% |
| 7 | 4 | 0.7% |
| 6 | 4 | 0.7% |
| 5 | 3 | 0.5% |
| 4 | 9 | 1.6% |
| 3 | 41 | |
| 2 | 65 | |
| 1 | 45 | |
| 0 | 51 |
여성종사자수
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.7021661 |
| 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> | 499 | |
| 0 | 55 | 9.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 499 | |
| 0 | 55 | 9.9% |
남성종사자수
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.7021661 |
| 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> | 499 | |
| 0 | 55 | 9.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 499 | |
| 0 | 55 | 9.9% |
회수건조수
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | |
| 2 | 3 |
| 3 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.0144404 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 372 | |
| 0 | 103 | 18.6% |
| 1 | 75 | 13.5% |
| 2 | 3 | 0.5% |
| 3 | 1 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 372 | |
| 0 | 103 | 18.6% |
| 1 | 75 | 13.5% |
| 2 | 3 | 0.5% |
| 3 | 1 | 0.2% |
침대수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.5 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.0361011 |
| 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> | 376 | |
| 0 | 178 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 376 | |
| 0 | 178 |
다중이용업소여부
Boolean
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 70 |
| Missing (%) | 12.6% |
| Memory size | 1.2 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 483 | |
| True | 1 | 0.2% |
| (Missing) | 70 | 12.6% |
| 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 | 3210000 | 3210000-205-1965-00001 | 1965-12-20 | <NA> | 3 | 폐업 | 2 | 폐업 | 2023-04-17 | <NA> | <NA> | <NA> | 02 5911966 | 0.00 | 137-829 | 서울특별시 서초구 방배동 773-6 | 서울특별시 서초구 방배로42길 24 (방배동) | 6584 | 방배사 | 2023-04-17 19:31:42 | U | 2022-12-03 23:09:00.0 | 일반세탁업 | 199025.213767 | 443620.01254 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 1 | 3210000 | 3210000-205-1987-01699 | 19870723 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030404 | <NA> | <NA> | <NA> | 02 5835203 | .00 | 137817 | 서울특별시 서초구 방배동 431-26번지 | <NA> | <NA> | 백영세탁 | 2003-05-09 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | <NA> | <NA> | 일반세탁업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 2 | 3210000 | 3210000-205-1987-01702 | 19870921 | <NA> | 3 | 폐업 | 2 | 폐업 | 19981125 | <NA> | <NA> | <NA> | 02 5856250 | .00 | 137060 | 서울특별시 서초구 방배동 487-1번지 | <NA> | <NA> | 에덴세탁 | 2001-09-29 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | <NA> | <NA> | 일반세탁업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 3 | 3210000 | 3210000-205-1987-01705 | 19871103 | <NA> | 3 | 폐업 | 2 | 폐업 | 20100406 | <NA> | <NA> | <NA> | 0205838164 | .00 | 137818 | 서울특별시 서초구 방배동 454-19번지 | <NA> | <NA> | 한진세탁 | 2003-05-22 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | 198487.57414 | 441917.818548 | 일반세탁업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 4 | 3210000 | 3210000-205-1987-01709 | 19871204 | <NA> | 3 | 폐업 | 2 | 폐업 | 19980318 | <NA> | <NA> | <NA> | 02 0 | .00 | 137846 | 서울특별시 서초구 방배동 966-41번지 | <NA> | <NA> | 미광세탁 | 2001-09-29 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | 199037.800578 | 442347.39707 | 일반세탁업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 5 | 3210000 | 3210000-205-1987-01710 | 1987-12-04 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 5830445 | 23.00 | 137-844 | 서울특별시 서초구 방배동 931-27 | 서울특별시 서초구 방배중앙로 50, 1층 (방배동) | 6680 | 한미세탁소 | 2023-12-28 15:15:18 | U | 2022-11-01 21:00:00.0 | 일반세탁업 | 199153.995099 | 442452.139332 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 6 | 3210000 | 3210000-205-1987-01720 | 19870921 | <NA> | 3 | 폐업 | 2 | 폐업 | 19951020 | <NA> | <NA> | <NA> | 02 5902717 | .00 | 137837 | 서울특별시 서초구 방배동 850-32번지 | <NA> | <NA> | 금강세탁 | 2001-09-29 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | 199391.448911 | 443026.487622 | 일반세탁업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 7 | 3210000 | 3210000-205-1987-01724 | 19870921 | <NA> | 3 | 폐업 | 2 | 폐업 | 20200319 | <NA> | <NA> | <NA> | 0205839567 | 27.25 | 137844 | 서울특별시 서초구 방배동 935-1번지 103호 | 서울특별시 서초구 서초대로22길 27, 1층 103호 (방배동) | 6672 | 영화세탁 | 2020-03-19 15:26:19 | U | 2020-03-21 02:40:00.0 | 일반세탁업 | 199327.100924 | 442652.527175 | 일반세탁업 | 0 | 0 | 0 | <NA> | 0 | <NA> | 0 | 0 | 0 | N | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 8 | 3210000 | 3210000-205-1987-01726 | 1987-09-21 | <NA> | 3 | 폐업 | 2 | 폐업 | 2023-10-06 | <NA> | <NA> | <NA> | 0205842575 | 0.00 | 137-819 | 서울특별시 서초구 방배동 469-1 | 서울특별시 서초구 청두곶길 22 (방배동) | 6690 | 남양세탁 | 2023-10-06 15:29:37 | U | 2022-10-31 00:08:00.0 | 일반세탁업 | 198640.182352 | 441820.46638 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 9 | 3210000 | 3210000-205-1987-01727 | 19870921 | <NA> | 3 | 폐업 | 2 | 폐업 | 19980212 | <NA> | <NA> | <NA> | 02 5933258 | .00 | 137834 | 서울특별시 서초구 방배동 828-30번지 | <NA> | <NA> | 삼성세탁 | 2001-09-29 00:00:00 | I | 2018-08-31 23:59:59.0 | 일반세탁업 | 198752.540348 | 442860.797156 | 일반세탁업 | 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 544 | 3210000 | 3210000-205-2022-00003 | 20221107 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 99.45 | 137873 | 서울특별시 서초구 서초동 1550-15 리우빌딩 | 서울특별시 서초구 반포대로26길 15, 1층 (서초동) | 6648 | 뷔뷔스 런드리(vyvy's 런드리) | 2022-11-07 15:46:26 | I | 2021-11-01 00:09:00.0 | 일반세탁업 | 200818.310098 | 443134.369185 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 545 | 3210000 | 3210000-205-2022-00004 | 20221226 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 39.02 | 137859 | 서울특별시 서초구 서초동 1335 207호 | 서울특별시 서초구 효령로 403, 그랑몰 207호 (서초동) | 6630 | 알파명품크리닝 | 2022-12-26 13:53:50 | I | 2021-11-01 22:08:00.0 | 일반세탁업 | 202245.377899 | 442987.987 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 546 | 3210000 | 3210000-205-2022-00005 | 20221230 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 41.94 | 137963 | 서울특별시 서초구 서초동 1593-7 서초이오빌 | 서울특별시 서초구 효령로53길 45, 지하1층 B103호 (서초동, 서초이오빌) | 6652 | 센트럴세탁소 | 2022-12-30 10:27:01 | I | 2022-12-01 00:01:00.0 | 일반세탁업 | 201070.374374 | 442706.851935 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 547 | 3210000 | 3210000-205-2023-00001 | 2023-05-12 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 11.36 | 137-070 | 서울특별시 서초구 서초동 1757-1 | 서울특별시 서초구 효령로 403, 1층 131호 (서초동) | 6630 | 자이명품세탁 | 2023-11-08 14:10:57 | U | 2022-10-31 23:01:00.0 | 일반세탁업 | 202245.377899 | 442987.987 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 548 | 3210000 | 3210000-205-2023-00002 | 2023-07-17 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 24.30 | 137-070 | 서울특별시 서초구 서초동 1757 서초그랑자이 | 서울특별시 서초구 효령로 391, 1동 1층 125호 (서초동, 서초그랑자이) | 6630 | 크린화이트 | 2023-07-17 16:02:49 | I | 2022-12-06 23:09:00.0 | 일반세탁업 | 202245.377899 | 442987.987 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 549 | 3210000 | 3210000-205-2023-00003 | 2023-07-26 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 22.50 | 137-865 | 서울특별시 서초구 서초동 1436-1 현대상가(서쪽단지) 1층 102호 | 서울특별시 서초구 효령로68길 9-2, 현대상가(서쪽단지) 1층 102호 (서초동) | 6723 | 현대세탁소 | 2023-07-26 13:29:14 | I | 2022-12-06 22:08:00.0 | 일반세탁업 | 202044.926542 | 442642.000688 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 550 | 3210000 | 3210000-205-2023-00004 | 2023-08-16 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 128.56 | 137-180 | 서울특별시 서초구 내곡동 1-1459 | <NA> | <NA> | 와이크리닝(Y-크리닝) | 2023-08-16 11:29:38 | I | 2022-12-07 23:08:00.0 | 일반세탁업 | 206527.143129 | 440277.374862 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 551 | 3210000 | 3210000-205-2023-00005 | 2023-09-15 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 34.00 | 137-040 | 서울특별시 서초구 반포동 0 원베일리 스퀘어 | 서울특별시 서초구 반포대로 291, 원베일리 스퀘어 B105호 (반포동) | 6506 | 원베일리 참좋은세탁소 | 2023-09-15 12:28:52 | I | 2022-12-08 23:07:00.0 | 일반세탁업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 552 | 3210000 | 3210000-205-2023-00006 | 2023-10-23 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 28.80 | 137-040 | 서울특별시 서초구 반포동 0 원베일리 스퀘어 | 서울특별시 서초구 반포대로 291, 원베일리 스퀘어 B1층 B144호, B145호 (반포동) | 6506 | 원베일리 그레이스 세탁 | 2023-11-28 15:18:04 | U | 2022-10-31 21:00:00.0 | 일반세탁업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 553 | 3210000 | 3210000-205-2023-00007 | 2023-04-10 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 28.34 | 137-853 | 서울특별시 서초구 방배동 2762-22 리츠하우스 지하1층 B01호 | 서울특별시 서초구 전원말6길 2, 지하1층 B01호 (방배동, 리츠하우스) | 6761 | 유일세탁소 | 2024-02-01 10:48:53 | I | 2023-12-02 00:03:00.0 | 일반세탁업 | 199012.155193 | 440442.34304 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |