Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 333 |
| Missing cells | 3607 |
| Missing cells (%) | 23.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 131.5 KiB |
| Average record size in memory | 404.4 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 | 관악구 |
| URL | https://data.seoul.go.kr/dataList/OA-19297/S/1/datasetView.do |
개방자치단체코드 has constant value "" | Constant |
다중이용업소여부 has constant value "" | Constant |
업태구분명 is highly imbalanced (97.1%) | Imbalance |
위생업태명 is highly imbalanced (63.2%) | Imbalance |
사용끝지하층 is highly imbalanced (51.6%) | Imbalance |
발한실여부 is highly imbalanced (93.8%) | Imbalance |
여성종사자수 is highly imbalanced (71.9%) | Imbalance |
인허가취소일자 has 333 (100.0%) missing values | Missing |
폐업일자 has 75 (22.5%) missing values | Missing |
휴업시작일자 has 333 (100.0%) missing values | Missing |
휴업종료일자 has 333 (100.0%) missing values | Missing |
재개업일자 has 333 (100.0%) missing values | Missing |
전화번호 has 70 (21.0%) missing values | Missing |
도로명주소 has 138 (41.4%) missing values | Missing |
도로명우편번호 has 140 (42.0%) missing values | Missing |
좌표정보(X) has 5 (1.5%) missing values | Missing |
좌표정보(Y) has 5 (1.5%) missing values | Missing |
건물지상층수 has 89 (26.7%) missing values | Missing |
건물지하층수 has 110 (33.0%) missing values | Missing |
사용시작지상층 has 122 (36.6%) missing values | Missing |
사용끝지상층 has 136 (40.8%) missing values | Missing |
발한실여부 has 57 (17.1%) missing values | Missing |
조건부허가신고사유 has 333 (100.0%) missing values | Missing |
조건부허가시작일자 has 333 (100.0%) missing values | Missing |
조건부허가종료일자 has 333 (100.0%) missing values | Missing |
남성종사자수 has 286 (85.9%) missing values | Missing |
다중이용업소여부 has 43 (12.9%) 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 85 (25.5%) zeros | Zeros |
건물지하층수 has 112 (33.6%) zeros | Zeros |
사용시작지상층 has 21 (6.3%) zeros | Zeros |
사용끝지상층 has 13 (3.9%) zeros | Zeros |
남성종사자수 has 38 (11.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-11 05:53:24.840692 |
|---|---|
| Analysis finished | 2024-05-11 05:53:25.958587 |
| Duration | 1.12 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
개방자치단체코드
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 3200000 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3200000 |
|---|---|
| 2nd row | 3200000 |
| 3rd row | 3200000 |
| 4th row | 3200000 |
| 5th row | 3200000 |
Common Values
| Value | Count | Frequency (%) |
| 3200000 | 333 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3200000 | 333 |
관리번호
Text
UNIQUE
| Distinct | 333 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 7326 |
|---|---|
| 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 | 333 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 3200000-206-1987-02991 |
|---|---|
| 2nd row | 3200000-206-1987-02992 |
| 3rd row | 3200000-206-1988-02993 |
| 4th row | 3200000-206-1990-02994 |
| 5th row | 3200000-206-1990-02995 |
| Value | Count | Frequency (%) |
| 3200000-206-1987-02991 | 1 | 0.3% |
| 3200000-206-2010-00014 | 1 | 0.3% |
| 3200000-206-2011-00009 | 1 | 0.3% |
| 3200000-206-2011-00008 | 1 | 0.3% |
| 3200000-206-2011-00007 | 1 | 0.3% |
| 3200000-206-2011-00006 | 1 | 0.3% |
| 3200000-206-2011-00005 | 1 | 0.3% |
| 3200000-206-2011-00004 | 1 | 0.3% |
| 3200000-206-2011-00003 | 1 | 0.3% |
| 3200000-206-2011-00002 | 1 | 0.3% |
| Other values (323) | 323 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3617 | |
| 2 | 1082 | 14.8% |
| - | 999 | 13.6% |
| 3 | 468 | 6.4% |
| 6 | 402 | 5.5% |
| 1 | 328 | 4.5% |
| 9 | 180 | 2.5% |
| 4 | 65 | 0.9% |
| 5 | 63 | 0.9% |
| 8 | 62 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6327 | |
| Dash Punctuation | 999 | 13.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3617 | |
| 2 | 1082 | 17.1% |
| 3 | 468 | 7.4% |
| 6 | 402 | 6.4% |
| 1 | 328 | 5.2% |
| 9 | 180 | 2.8% |
| 4 | 65 | 1.0% |
| 5 | 63 | 1.0% |
| 8 | 62 | 1.0% |
| 7 | 60 | 0.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 999 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7326 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3617 | |
| 2 | 1082 | 14.8% |
| - | 999 | 13.6% |
| 3 | 468 | 6.4% |
| 6 | 402 | 5.5% |
| 1 | 328 | 4.5% |
| 9 | 180 | 2.5% |
| 4 | 65 | 0.9% |
| 5 | 63 | 0.9% |
| 8 | 62 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7326 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3617 | |
| 2 | 1082 | 14.8% |
| - | 999 | 13.6% |
| 3 | 468 | 6.4% |
| 6 | 402 | 5.5% |
| 1 | 328 | 4.5% |
| 9 | 180 | 2.5% |
| 4 | 65 | 0.9% |
| 5 | 63 | 0.9% |
| 8 | 62 | 0.8% |
인허가일자
Date
| Distinct | 318 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| Minimum | 1987-06-03 00:00:00 |
|---|---|
| Maximum | 2024-04-16 00:00:00 |
Histogram with fixed size bins (bins=50)
인허가취소일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 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 | 258 | |
| 1 | 75 | 22.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 258 | |
| 1 | 75 | 22.5% |
영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 폐업 | |
|---|---|
| 영업/정상 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.6756757 |
| 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 | 258 | |
| 영업/정상 | 75 | 22.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 258 | |
| 영업/정상 | 75 | 22.5% |
상세영업상태코드
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 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 | 258 | |
| 1 | 75 | 22.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 258 | |
| 1 | 75 | 22.5% |
상세영업상태명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 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 | 258 | |
| 영업 | 75 | 22.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 폐업 | 258 | |
| 영업 | 75 | 22.5% |
폐업일자
Date
MISSING
| Distinct | 199 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 75 |
| Missing (%) | 22.5% |
| Memory size | 2.7 KiB |
| Minimum | 1995-11-16 00:00:00 |
|---|---|
| Maximum | 2024-03-05 00:00:00 |
Histogram with fixed size bins (bins=50)
휴업시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
휴업종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
재개업일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
전화번호
Text
MISSING
| Distinct | 253 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 70 |
| Missing (%) | 21.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 10.315589 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2713 |
|---|---|
| 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 | 244 ? |
|---|---|
| Unique (%) | 92.8% |
Sample
| 1st row | 02 8780151 |
|---|---|
| 2nd row | 02 8760493 |
| 3rd row | 02 8876695 |
| 4th row | 02 8716996 |
| 5th row | 02 8838973 |
| Value | Count | Frequency (%) |
| 02 | 216 | |
| 883 | 4 | 0.8% |
| 8716595 | 3 | 0.6% |
| 8820121 | 2 | 0.4% |
| 070 | 2 | 0.4% |
| 031 | 2 | 0.4% |
| 838 | 2 | 0.4% |
| 862 | 2 | 0.4% |
| 859 | 2 | 0.4% |
| 8718545 | 2 | 0.4% |
| Other values (273) | 279 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 456 | |
| 2 | 428 | |
| 8 | 394 | |
| 290 | ||
| 7 | 205 | |
| 3 | 202 | |
| 5 | 181 | 6.7% |
| 1 | 173 | 6.4% |
| 6 | 150 | 5.5% |
| 4 | 128 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2423 | |
| Space Separator | 290 | 10.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 456 | |
| 2 | 428 | |
| 8 | 394 | |
| 7 | 205 | |
| 3 | 202 | |
| 5 | 181 | 7.5% |
| 1 | 173 | 7.1% |
| 6 | 150 | 6.2% |
| 4 | 128 | 5.3% |
| 9 | 106 | 4.4% |
Space Separator
| Value | Count | Frequency (%) |
| 290 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2713 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 456 | |
| 2 | 428 | |
| 8 | 394 | |
| 290 | ||
| 7 | 205 | |
| 3 | 202 | |
| 5 | 181 | 6.7% |
| 1 | 173 | 6.4% |
| 6 | 150 | 5.5% |
| 4 | 128 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2713 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 456 | |
| 2 | 428 | |
| 8 | 394 | |
| 290 | ||
| 7 | 205 | |
| 3 | 202 | |
| 5 | 181 | 6.7% |
| 1 | 173 | 6.4% |
| 6 | 150 | 5.5% |
| 4 | 128 | 4.7% |
소재지면적
Text
| Distinct | 191 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.8648649 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1620 |
|---|---|
| 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 | 152 ? |
|---|---|
| Unique (%) | 45.6% |
Sample
| 1st row | 40.00 |
|---|---|
| 2nd row | 127.50 |
| 3rd row | .00 |
| 4th row | .00 |
| 5th row | .00 |
| Value | Count | Frequency (%) |
| 00 | 49 | 14.7% |
| 30.00 | 10 | 3.0% |
| 66.00 | 10 | 3.0% |
| 20.00 | 9 | 2.7% |
| 33.00 | 7 | 2.1% |
| 60.00 | 7 | 2.1% |
| 23.00 | 5 | 1.5% |
| 21.00 | 4 | 1.2% |
| 40.00 | 4 | 1.2% |
| 15.00 | 4 | 1.2% |
| Other values (181) | 224 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 333 | |
| 1 | 114 | 7.0% |
| 2 | 107 | 6.6% |
| 5 | 101 | 6.2% |
| 6 | 98 | 6.0% |
| 3 | 88 | 5.4% |
| 9 | 80 | 4.9% |
| 4 | 71 | 4.4% |
| 8 | 63 | 3.9% |
| Other values (2) | 62 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1284 | |
| Other Punctuation | 336 | 20.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 503 | |
| 1 | 114 | 8.9% |
| 2 | 107 | 8.3% |
| 5 | 101 | 7.9% |
| 6 | 98 | 7.6% |
| 3 | 88 | 6.9% |
| 9 | 80 | 6.2% |
| 4 | 71 | 5.5% |
| 8 | 63 | 4.9% |
| 7 | 59 | 4.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 333 | |
| , | 3 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 333 | |
| 1 | 114 | 7.0% |
| 2 | 107 | 6.6% |
| 5 | 101 | 6.2% |
| 6 | 98 | 6.0% |
| 3 | 88 | 5.4% |
| 9 | 80 | 4.9% |
| 4 | 71 | 4.4% |
| 8 | 63 | 3.9% |
| Other values (2) | 62 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 333 | |
| 1 | 114 | 7.0% |
| 2 | 107 | 6.6% |
| 5 | 101 | 6.2% |
| 6 | 98 | 6.0% |
| 3 | 88 | 5.4% |
| 9 | 80 | 4.9% |
| 4 | 71 | 4.4% |
| 8 | 63 | 3.9% |
| Other values (2) | 62 | 3.8% |
소재지우편번호
Text
| Distinct | 103 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.0810811 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2025 |
|---|---|
| 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 | 44 ? |
|---|---|
| Unique (%) | 13.2% |
Sample
| 1st row | 151847 |
|---|---|
| 2nd row | 151835 |
| 3rd row | 151835 |
| 4th row | 151820 |
| 5th row | 151836 |
| Value | Count | Frequency (%) |
| 151849 | 15 | 4.5% |
| 151903 | 14 | 4.2% |
| 151836 | 13 | 3.9% |
| 151800 | 12 | 3.6% |
| 151890 | 11 | 3.3% |
| 151832 | 10 | 3.0% |
| 151830 | 10 | 3.0% |
| 151899 | 10 | 3.0% |
| 151894 | 9 | 2.7% |
| 151877 | 8 | 2.4% |
| Other values (93) | 221 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 715 | |
| 5 | 373 | |
| 8 | 296 | |
| 0 | 134 | 6.6% |
| 9 | 133 | 6.6% |
| 3 | 106 | 5.2% |
| 7 | 70 | 3.5% |
| 4 | 66 | 3.3% |
| 2 | 63 | 3.1% |
| 6 | 42 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1998 | |
| Dash Punctuation | 27 | 1.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 715 | |
| 5 | 373 | |
| 8 | 296 | |
| 0 | 134 | 6.7% |
| 9 | 133 | 6.7% |
| 3 | 106 | 5.3% |
| 7 | 70 | 3.5% |
| 4 | 66 | 3.3% |
| 2 | 63 | 3.2% |
| 6 | 42 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2025 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 715 | |
| 5 | 373 | |
| 8 | 296 | |
| 0 | 134 | 6.6% |
| 9 | 133 | 6.6% |
| 3 | 106 | 5.2% |
| 7 | 70 | 3.5% |
| 4 | 66 | 3.3% |
| 2 | 63 | 3.1% |
| 6 | 42 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2025 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 715 | |
| 5 | 373 | |
| 8 | 296 | |
| 0 | 134 | 6.6% |
| 9 | 133 | 6.6% |
| 3 | 106 | 5.2% |
| 7 | 70 | 3.5% |
| 4 | 66 | 3.3% |
| 2 | 63 | 3.1% |
| 6 | 42 | 2.1% |
지번주소
Text
| Distinct | 301 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 42 |
|---|---|
| Median length | 38 |
| Mean length | 24.408408 |
| Min length | 18 |
Characters and Unicode
| Total characters | 8128 |
|---|---|
| Distinct characters | 164 |
| 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 | 275 ? |
|---|---|
| Unique (%) | 82.6% |
Sample
| 1st row | 서울특별시 관악구 봉천동 1575-9 |
|---|---|
| 2nd row | 서울특별시 관악구 봉천동 1596-6 |
| 3rd row | 서울특별시 관악구 봉천동 1595-1 |
| 4th row | 서울특별시 관악구 봉천동 945-6 |
| 5th row | 서울특별시 관악구 봉천동 862-2 |
| Value | Count | Frequency (%) |
| 서울특별시 | 333 | |
| 관악구 | 333 | |
| 신림동 | 169 | 10.8% |
| 봉천동 | 141 | 9.0% |
| 남현동 | 23 | 1.5% |
| 3층 | 10 | 0.6% |
| 1층 | 9 | 0.6% |
| 1673-21 | 8 | 0.5% |
| 0동 | 8 | 0.5% |
| 1638-32 | 7 | 0.4% |
| Other values (401) | 519 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1499 | ||
| 1 | 433 | 5.3% |
| 동 | 357 | 4.4% |
| 관 | 339 | 4.2% |
| 악 | 337 | 4.1% |
| 시 | 335 | 4.1% |
| 구 | 334 | 4.1% |
| 울 | 334 | 4.1% |
| 서 | 334 | 4.1% |
| 별 | 333 | 4.1% |
| Other values (154) | 3493 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 4339 | |
| Decimal Number | 1944 | |
| Space Separator | 1499 | 18.4% |
| Dash Punctuation | 323 | 4.0% |
| Uppercase Letter | 9 | 0.1% |
| Open Punctuation | 6 | 0.1% |
| Close Punctuation | 6 | 0.1% |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 357 | 8.2% |
| 관 | 339 | 7.8% |
| 악 | 337 | 7.8% |
| 시 | 335 | 7.7% |
| 구 | 334 | 7.7% |
| 울 | 334 | 7.7% |
| 서 | 334 | 7.7% |
| 별 | 333 | 7.7% |
| 특 | 333 | 7.7% |
| 림 | 173 | 4.0% |
| Other values (135) | 1130 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 433 | |
| 6 | 221 | |
| 5 | 216 | |
| 2 | 209 | |
| 4 | 170 | 8.7% |
| 3 | 165 | 8.5% |
| 0 | 150 | 7.7% |
| 7 | 142 | 7.3% |
| 9 | 131 | 6.7% |
| 8 | 107 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 7 | |
| A | 1 | 11.1% |
| D | 1 | 11.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 | |
| / | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 1499 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 323 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 4339 | |
| Common | 3780 | |
| Latin | 9 | 0.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 357 | 8.2% |
| 관 | 339 | 7.8% |
| 악 | 337 | 7.8% |
| 시 | 335 | 7.7% |
| 구 | 334 | 7.7% |
| 울 | 334 | 7.7% |
| 서 | 334 | 7.7% |
| 별 | 333 | 7.7% |
| 특 | 333 | 7.7% |
| 림 | 173 | 4.0% |
| Other values (135) | 1130 |
Common
| Value | Count | Frequency (%) |
| 1499 | ||
| 1 | 433 | 11.5% |
| - | 323 | 8.5% |
| 6 | 221 | 5.8% |
| 5 | 216 | 5.7% |
| 2 | 209 | 5.5% |
| 4 | 170 | 4.5% |
| 3 | 165 | 4.4% |
| 0 | 150 | 4.0% |
| 7 | 142 | 3.8% |
| Other values (6) | 252 | 6.7% |
Latin
| Value | Count | Frequency (%) |
| B | 7 | |
| A | 1 | 11.1% |
| D | 1 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 4339 | |
| ASCII | 3789 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1499 | ||
| 1 | 433 | 11.4% |
| - | 323 | 8.5% |
| 6 | 221 | 5.8% |
| 5 | 216 | 5.7% |
| 2 | 209 | 5.5% |
| 4 | 170 | 4.5% |
| 3 | 165 | 4.4% |
| 0 | 150 | 4.0% |
| 7 | 142 | 3.7% |
| Other values (9) | 261 | 6.9% |
Hangul
| Value | Count | Frequency (%) |
| 동 | 357 | 8.2% |
| 관 | 339 | 7.8% |
| 악 | 337 | 7.8% |
| 시 | 335 | 7.7% |
| 구 | 334 | 7.7% |
| 울 | 334 | 7.7% |
| 서 | 334 | 7.7% |
| 별 | 333 | 7.7% |
| 특 | 333 | 7.7% |
| 림 | 173 | 4.0% |
| Other values (135) | 1130 |
도로명주소
Text
MISSING
| Distinct | 189 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 138 |
| Missing (%) | 41.4% |
| Memory size | 2.7 KiB |
Length
| Max length | 56 |
|---|---|
| Median length | 42 |
| Mean length | 31.589744 |
| Min length | 21 |
Characters and Unicode
| Total characters | 6160 |
|---|---|
| Distinct characters | 168 |
| 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 | 183 ? |
|---|---|
| Unique (%) | 93.8% |
Sample
| 1st row | 서울특별시 관악구 쑥고개로 92 (봉천동) |
|---|---|
| 2nd row | 서울특별시 관악구 신림로59길 23, 삼모스포렉스 813호 (신림동) |
| 3rd row | 서울특별시 관악구 신림로 376, 201호 (신림동) |
| 4th row | 서울특별시 관악구 남부순환로 1591 (신림동) |
| 5th row | 서울특별시 관악구 남부순환로 1922 (봉천동, 5층) |
| Value | Count | Frequency (%) |
| 서울특별시 | 195 | 16.2% |
| 관악구 | 195 | 16.2% |
| 신림동 | 96 | 8.0% |
| 봉천동 | 57 | 4.7% |
| 남부순환로 | 47 | 3.9% |
| 2층 | 14 | 1.2% |
| 3층 | 14 | 1.2% |
| 봉천로 | 13 | 1.1% |
| 남현동 | 12 | 1.0% |
| 4층 | 11 | 0.9% |
| Other values (339) | 553 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1013 | 16.4% | |
| 1 | 240 | 3.9% |
| 동 | 216 | 3.5% |
| 관 | 216 | 3.5% |
| 악 | 210 | 3.4% |
| 시 | 201 | 3.3% |
| 서 | 198 | 3.2% |
| 구 | 197 | 3.2% |
| ) | 196 | 3.2% |
| ( | 196 | 3.2% |
| Other values (158) | 3277 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 3554 | |
| Space Separator | 1013 | 16.4% |
| Decimal Number | 1003 | 16.3% |
| Close Punctuation | 196 | 3.2% |
| Open Punctuation | 196 | 3.2% |
| Other Punctuation | 169 | 2.7% |
| Dash Punctuation | 18 | 0.3% |
| Uppercase Letter | 10 | 0.2% |
| Math Symbol | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 216 | 6.1% |
| 관 | 216 | 6.1% |
| 악 | 210 | 5.9% |
| 시 | 201 | 5.7% |
| 서 | 198 | 5.6% |
| 구 | 197 | 5.5% |
| 울 | 196 | 5.5% |
| 별 | 195 | 5.5% |
| 특 | 195 | 5.5% |
| 로 | 179 | 5.0% |
| Other values (140) | 1551 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 240 | |
| 2 | 138 | |
| 0 | 125 | |
| 3 | 109 | |
| 5 | 88 | 8.8% |
| 4 | 83 | 8.3% |
| 8 | 64 | 6.4% |
| 7 | 59 | 5.9% |
| 9 | 53 | 5.3% |
| 6 | 44 | 4.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 9 | |
| A | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 1013 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 196 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 196 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 169 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 3554 | |
| Common | 2596 | |
| Latin | 10 | 0.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 216 | 6.1% |
| 관 | 216 | 6.1% |
| 악 | 210 | 5.9% |
| 시 | 201 | 5.7% |
| 서 | 198 | 5.6% |
| 구 | 197 | 5.5% |
| 울 | 196 | 5.5% |
| 별 | 195 | 5.5% |
| 특 | 195 | 5.5% |
| 로 | 179 | 5.0% |
| Other values (140) | 1551 |
Common
| Value | Count | Frequency (%) |
| 1013 | ||
| 1 | 240 | 9.2% |
| ) | 196 | 7.6% |
| ( | 196 | 7.6% |
| , | 169 | 6.5% |
| 2 | 138 | 5.3% |
| 0 | 125 | 4.8% |
| 3 | 109 | 4.2% |
| 5 | 88 | 3.4% |
| 4 | 83 | 3.2% |
| Other values (6) | 239 | 9.2% |
Latin
| Value | Count | Frequency (%) |
| B | 9 | |
| A | 1 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 3554 | |
| ASCII | 2606 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1013 | ||
| 1 | 240 | 9.2% |
| ) | 196 | 7.5% |
| ( | 196 | 7.5% |
| , | 169 | 6.5% |
| 2 | 138 | 5.3% |
| 0 | 125 | 4.8% |
| 3 | 109 | 4.2% |
| 5 | 88 | 3.4% |
| 4 | 83 | 3.2% |
| Other values (8) | 249 | 9.6% |
Hangul
| Value | Count | Frequency (%) |
| 동 | 216 | 6.1% |
| 관 | 216 | 6.1% |
| 악 | 210 | 5.9% |
| 시 | 201 | 5.7% |
| 서 | 198 | 5.6% |
| 구 | 197 | 5.5% |
| 울 | 196 | 5.5% |
| 별 | 195 | 5.5% |
| 특 | 195 | 5.5% |
| 로 | 179 | 5.0% |
| Other values (140) | 1551 |
도로명우편번호
Real number (ℝ)
MISSING
| Distinct | 83 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 140 |
| Missing (%) | 42.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8774.285 |
| Minimum | 8700 |
|---|---|
| Maximum | 8865 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 8700 |
|---|---|
| 5-th percentile | 8702.6 |
| Q1 | 8750 |
| median | 8771 |
| Q3 | 8793 |
| 95-th percentile | 8855 |
| Maximum | 8865 |
| Range | 165 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 42.148011 |
|---|---|
| Coefficient of variation (CV) | 0.0048035835 |
| Kurtosis | -0.37890761 |
| Mean | 8774.285 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.30802099 |
| Sum | 1693437 |
| Variance | 1776.4548 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8793 | 7 | 2.1% |
| 8739 | 7 | 2.1% |
| 8768 | 5 | 1.5% |
| 8772 | 5 | 1.5% |
| 8806 | 5 | 1.5% |
| 8766 | 5 | 1.5% |
| 8771 | 5 | 1.5% |
| 8754 | 5 | 1.5% |
| 8807 | 4 | 1.2% |
| 8765 | 4 | 1.2% |
| Other values (73) | 141 | |
| (Missing) | 140 |
| Value | Count | Frequency (%) |
| 8700 | 3 | |
| 8701 | 4 | |
| 8702 | 3 | |
| 8703 | 1 | 0.3% |
| 8704 | 1 | 0.3% |
| 8705 | 1 | 0.3% |
| 8708 | 4 | |
| 8711 | 1 | 0.3% |
| 8714 | 1 | 0.3% |
| 8720 | 2 |
| Value | Count | Frequency (%) |
| 8865 | 1 | 0.3% |
| 8861 | 1 | 0.3% |
| 8860 | 3 | |
| 8859 | 3 | |
| 8858 | 1 | 0.3% |
| 8855 | 3 | |
| 8854 | 1 | 0.3% |
| 8849 | 1 | 0.3% |
| 8848 | 1 | 0.3% |
| 8846 | 4 |
사업장명
Text
| Distinct | 324 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 15 |
| Mean length | 7.8108108 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2601 |
|---|---|
| Distinct characters | 292 |
| 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 | 315 ? |
|---|---|
| Unique (%) | 94.6% |
Sample
| 1st row | 동방메인텍(주) |
|---|---|
| 2nd row | (주)에덴성업 |
| 3rd row | 태정기술산업주식회사 |
| 4th row | 서도공영주식회사 |
| 5th row | 화성개발주식회사 |
| Value | Count | Frequency (%) |
| 주식회사 | 33 | 8.4% |
| 주 | 5 | 1.3% |
| 주)태성종합관리 | 2 | 0.5% |
| 관진개발(주 | 2 | 0.5% |
| 우리서비스 | 2 | 0.5% |
| 주)필웅엔지니어링 | 2 | 0.5% |
| 주)오케이기획 | 2 | 0.5% |
| 세계기획테크 | 2 | 0.5% |
| 주)한샘개발 | 2 | 0.5% |
| 주)우진개발환경 | 2 | 0.5% |
| Other values (337) | 338 |
Most occurring characters
| Value | Count | Frequency (%) |
| 주 | 238 | 9.2% |
| ( | 194 | 7.5% |
| ) | 194 | 7.5% |
| 스 | 80 | 3.1% |
| 리 | 62 | 2.4% |
| 59 | 2.3% | |
| 사 | 55 | 2.1% |
| 이 | 48 | 1.8% |
| 에 | 46 | 1.8% |
| 회 | 42 | 1.6% |
| Other values (282) | 1583 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2106 | |
| Open Punctuation | 194 | 7.5% |
| Close Punctuation | 194 | 7.5% |
| Space Separator | 59 | 2.3% |
| Uppercase Letter | 29 | 1.1% |
| Dash Punctuation | 8 | 0.3% |
| Lowercase Letter | 5 | 0.2% |
| Other Punctuation | 4 | 0.2% |
| Decimal Number | 2 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 주 | 238 | 11.3% |
| 스 | 80 | 3.8% |
| 리 | 62 | 2.9% |
| 사 | 55 | 2.6% |
| 이 | 48 | 2.3% |
| 에 | 46 | 2.2% |
| 회 | 42 | 2.0% |
| 경 | 40 | 1.9% |
| 식 | 40 | 1.9% |
| 개 | 38 | 1.8% |
| Other values (254) | 1417 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4 | |
| C | 4 | |
| M | 4 | |
| T | 3 | |
| J | 2 | 6.9% |
| B | 2 | 6.9% |
| G | 2 | 6.9% |
| I | 1 | 3.4% |
| K | 1 | 3.4% |
| P | 1 | 3.4% |
| Other values (5) | 5 |
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 1 | |
| s | 1 | |
| t | 1 | |
| e | 1 | |
| m | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 | |
| & | 1 | 25.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 2 | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 194 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 194 |
Space Separator
| Value | Count | Frequency (%) |
| 59 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2106 | |
| Common | 461 | 17.7% |
| Latin | 34 | 1.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 주 | 238 | 11.3% |
| 스 | 80 | 3.8% |
| 리 | 62 | 2.9% |
| 사 | 55 | 2.6% |
| 이 | 48 | 2.3% |
| 에 | 46 | 2.2% |
| 회 | 42 | 2.0% |
| 경 | 40 | 1.9% |
| 식 | 40 | 1.9% |
| 개 | 38 | 1.8% |
| Other values (254) | 1417 |
Latin
| Value | Count | Frequency (%) |
| S | 4 | 11.8% |
| C | 4 | 11.8% |
| M | 4 | 11.8% |
| T | 3 | 8.8% |
| J | 2 | 5.9% |
| B | 2 | 5.9% |
| G | 2 | 5.9% |
| y | 1 | 2.9% |
| s | 1 | 2.9% |
| I | 1 | 2.9% |
| Other values (10) | 10 |
Common
| Value | Count | Frequency (%) |
| ( | 194 | |
| ) | 194 | |
| 59 | 12.8% | |
| - | 8 | 1.7% |
| . | 3 | 0.7% |
| & | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2106 | |
| ASCII | 495 | 19.0% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 주 | 238 | 11.3% |
| 스 | 80 | 3.8% |
| 리 | 62 | 2.9% |
| 사 | 55 | 2.6% |
| 이 | 48 | 2.3% |
| 에 | 46 | 2.2% |
| 회 | 42 | 2.0% |
| 경 | 40 | 1.9% |
| 식 | 40 | 1.9% |
| 개 | 38 | 1.8% |
| Other values (254) | 1417 |
ASCII
| Value | Count | Frequency (%) |
| ( | 194 | |
| ) | 194 | |
| 59 | 11.9% | |
| - | 8 | 1.6% |
| S | 4 | 0.8% |
| C | 4 | 0.8% |
| M | 4 | 0.8% |
| . | 3 | 0.6% |
| T | 3 | 0.6% |
| J | 2 | 0.4% |
| Other values (18) | 20 | 4.0% |
최종수정일자
Date
| Distinct | 283 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| Minimum | 1999-11-05 00:00:00 |
|---|---|
| Maximum | 2024-04-26 16:15:03 |
Histogram with fixed size bins (bins=50)
데이터갱신구분
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 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 | I |
Common Values
| Value | Count | Frequency (%) |
| I | 234 | |
| U | 99 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 234 | |
| u | 99 |
데이터갱신일자
Date
| Distinct | 98 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| Minimum | 2018-08-31 23:59:59 |
|---|---|
| Maximum | 2023-12-03 23:08:00 |
Histogram with fixed size bins (bins=50)
업태구분명
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 건물위생관리업 | |
|---|---|
| 건물위생관리업 기타 | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.009009 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 건물위생관리업 |
|---|---|
| 2nd row | 건물위생관리업 |
| 3rd row | 건물위생관리업 |
| 4th row | 건물위생관리업 |
| 5th row | 건물위생관리업 |
Common Values
| Value | Count | Frequency (%) |
| 건물위생관리업 | 332 | |
| 건물위생관리업 기타 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 건물위생관리업 | 333 | |
| 기타 | 1 | 0.3% |
좌표정보(X)
Real number (ℝ)
MISSING
| Distinct | 252 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 5 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194265.96 |
| Minimum | 191076.43 |
|---|---|
| Maximum | 198325.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 191076.43 |
|---|---|
| 5-th percentile | 191549.05 |
| Q1 | 192817.82 |
| median | 193934.25 |
| Q3 | 195700.08 |
| 95-th percentile | 197955.94 |
| Maximum | 198325.19 |
| Range | 7248.7601 |
| Interquartile range (IQR) | 2882.2594 |
Descriptive statistics
| Standard deviation | 1823.1847 |
|---|---|
| Coefficient of variation (CV) | 0.0093849928 |
| Kurtosis | -0.692625 |
| Mean | 194265.96 |
| Median Absolute Deviation (MAD) | 1495.8906 |
| Skewness | 0.33441756 |
| Sum | 63719236 |
| Variance | 3324002.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 196120.039741405 | 8 | 2.4% |
| 193610.797201552 | 7 | 2.1% |
| 193746.833837509 | 5 | 1.5% |
| 195588.796492288 | 5 | 1.5% |
| 195647.366393622 | 4 | 1.2% |
| 196668.226137898 | 3 | 0.9% |
| 197436.89654892 | 3 | 0.9% |
| 195738.565943216 | 3 | 0.9% |
| 193713.688152651 | 3 | 0.9% |
| 191726.697584402 | 3 | 0.9% |
| Other values (242) | 284 | |
| (Missing) | 5 | 1.5% |
| Value | Count | Frequency (%) |
| 191076.428759797 | 1 | |
| 191084.937997691 | 1 | |
| 191131.263415395 | 2 | |
| 191139.258430167 | 1 | |
| 191185.163772161 | 1 | |
| 191215.879312952 | 1 | |
| 191244.074940777 | 2 | |
| 191245.389750014 | 1 | |
| 191284.120259245 | 1 | |
| 191376.602183978 | 1 |
| Value | Count | Frequency (%) |
| 198325.188812014 | 1 | 0.3% |
| 198284.078546351 | 1 | 0.3% |
| 198278.931088754 | 2 | |
| 198264.099355157 | 1 | 0.3% |
| 198257.694991475 | 1 | 0.3% |
| 198210.417913572 | 1 | 0.3% |
| 198196.96668588 | 1 | 0.3% |
| 198142.028597565 | 1 | 0.3% |
| 198059.477138778 | 2 | |
| 198051.385140733 | 3 |
좌표정보(Y)
Real number (ℝ)
MISSING
| Distinct | 252 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 5 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442080.37 |
| Minimum | 439817 |
|---|---|
| Maximum | 443513.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 439817 |
|---|---|
| 5-th percentile | 440771.69 |
| Q1 | 441741.29 |
| median | 442163.74 |
| Q3 | 442472.51 |
| 95-th percentile | 443030.24 |
| Maximum | 443513.66 |
| Range | 3696.6567 |
| Interquartile range (IQR) | 731.22561 |
Descriptive statistics
| Standard deviation | 650.68438 |
|---|---|
| Coefficient of variation (CV) | 0.001471869 |
| Kurtosis | 1.3369768 |
| Mean | 442080.37 |
| Median Absolute Deviation (MAD) | 328.90345 |
| Skewness | -0.84197081 |
| Sum | 1.4500236 × 108 |
| Variance | 423390.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 441980.475413186 | 8 | 2.4% |
| 442281.285348422 | 7 | 2.1% |
| 442510.775085572 | 5 | 1.5% |
| 442098.372819317 | 5 | 1.5% |
| 442105.342411703 | 4 | 1.2% |
| 441640.722371723 | 3 | 0.9% |
| 441472.608142257 | 3 | 0.9% |
| 441381.722841201 | 3 | 0.9% |
| 441850.367165377 | 3 | 0.9% |
| 442072.615937286 | 3 | 0.9% |
| Other values (242) | 284 | |
| (Missing) | 5 | 1.5% |
| Value | Count | Frequency (%) |
| 439816.999224208 | 1 | |
| 439993.033957335 | 1 | |
| 440060.367356882 | 1 | |
| 440079.037787497 | 1 | |
| 440175.725173063 | 1 | |
| 440176.635022518 | 1 | |
| 440205.2603058 | 1 | |
| 440263.768319604 | 2 | |
| 440285.417442582 | 1 | |
| 440374.894362337 | 2 |
| Value | Count | Frequency (%) |
| 443513.655954844 | 1 | 0.3% |
| 443465.324057696 | 1 | 0.3% |
| 443349.892172125 | 1 | 0.3% |
| 443341.379446435 | 1 | 0.3% |
| 443291.231245754 | 3 | |
| 443221.321009043 | 1 | 0.3% |
| 443216.750634836 | 3 | |
| 443195.528279386 | 1 | 0.3% |
| 443148.827256697 | 1 | 0.3% |
| 443109.84937523 | 1 | 0.3% |
위생업태명
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 건물위생관리업 | |
|---|---|
| <NA> | |
| 건물위생관리업 기타 | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 6.6216216 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 건물위생관리업 |
|---|---|
| 2nd row | 건물위생관리업 |
| 3rd row | 건물위생관리업 |
| 4th row | 건물위생관리업 |
| 5th row | 건물위생관리업 |
Common Values
| Value | Count | Frequency (%) |
| 건물위생관리업 | 289 | |
| <NA> | 43 | 12.9% |
| 건물위생관리업 기타 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 건물위생관리업 | 290 | |
| na | 43 | 12.9% |
| 기타 | 1 | 0.3% |
건물지상층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 89 |
| Missing (%) | 26.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.454918 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 85 |
| Zeros (%) | 25.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.0053997 |
|---|---|
| Coefficient of variation (CV) | 1.1593328 |
| Kurtosis | 10.200197 |
| Mean | 3.454918 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.5150992 |
| Sum | 843 |
| Variance | 16.043227 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 5 | 38 | |
| 3 | 37 | |
| 4 | 29 | 8.7% |
| 6 | 13 | 3.9% |
| 2 | 8 | 2.4% |
| 7 | 7 | 2.1% |
| 10 | 6 | 1.8% |
| 1 | 5 | 1.5% |
| 8 | 4 | 1.2% |
| Other values (5) | 12 | 3.6% |
| (Missing) | 89 |
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 1 | 5 | 1.5% |
| 2 | 8 | 2.4% |
| 3 | 37 | |
| 4 | 29 | 8.7% |
| 5 | 38 | |
| 6 | 13 | 3.9% |
| 7 | 7 | 2.1% |
| 8 | 4 | 1.2% |
| 9 | 4 | 1.2% |
| Value | Count | Frequency (%) |
| 26 | 2 | 0.6% |
| 23 | 1 | 0.3% |
| 18 | 2 | 0.6% |
| 13 | 3 | 0.9% |
| 10 | 6 | 1.8% |
| 9 | 4 | 1.2% |
| 8 | 4 | 1.2% |
| 7 | 7 | 2.1% |
| 6 | 13 | 3.9% |
| 5 | 38 |
건물지하층수
Real number (ℝ)
MISSING ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 110 |
| Missing (%) | 33.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65470852 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 112 |
| Zeros (%) | 33.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.92612862 |
|---|---|
| Coefficient of variation (CV) | 1.4145663 |
| Kurtosis | 9.9458544 |
| Mean | 0.65470852 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6631425 |
| Sum | 146 |
| Variance | 0.85771422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 1 | 96 | |
| 2 | 5 | 1.5% |
| 3 | 4 | 1.2% |
| 4 | 3 | 0.9% |
| 5 | 2 | 0.6% |
| 6 | 1 | 0.3% |
| (Missing) | 110 |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 1 | 96 | |
| 2 | 5 | 1.5% |
| 3 | 4 | 1.2% |
| 4 | 3 | 0.9% |
| 5 | 2 | 0.6% |
| 6 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.3% |
| 5 | 2 | 0.6% |
| 4 | 3 | 0.9% |
| 3 | 4 | 1.2% |
| 2 | 5 | 1.5% |
| 1 | 96 | |
| 0 | 112 |
사용시작지상층
Real number (ℝ)
MISSING ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 122 |
| Missing (%) | 36.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0616114 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 21 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4959005 |
|---|---|
| Coefficient of variation (CV) | 0.81522447 |
| Kurtosis | 3.2757733 |
| Mean | 3.0616114 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5061445 |
| Sum | 646 |
| Variance | 6.2295193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 2 | 46 | 13.8% |
| 1 | 38 | 11.4% |
| 3 | 36 | 10.8% |
| 4 | 27 | 8.1% |
| 0 | 21 | 6.3% |
| 5 | 16 | 4.8% |
| 7 | 9 | 2.7% |
| 8 | 7 | 2.1% |
| 6 | 4 | 1.2% |
| 10 | 4 | 1.2% |
| Other values (3) | 3 | 0.9% |
| (Missing) | 122 |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 38 | |
| 2 | 46 | |
| 3 | 36 | |
| 4 | 27 | |
| 5 | 16 | 4.8% |
| 6 | 4 | 1.2% |
| 7 | 9 | 2.7% |
| 8 | 7 | 2.1% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 10 | 4 | 1.2% |
| 9 | 1 | 0.3% |
| 8 | 7 | 2.1% |
| 7 | 9 | 2.7% |
| 6 | 4 | 1.2% |
| 5 | 16 | |
| 4 | 27 | |
| 3 | 36 |
사용끝지상층
Real number (ℝ)
MISSING ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 136 |
| Missing (%) | 40.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8730964 |
| Minimum | 0 |
|---|---|
| Maximum | 334 |
| Zeros | 13 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 334 |
| Range | 334 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 23.69791 |
|---|---|
| Coefficient of variation (CV) | 4.8630087 |
| Kurtosis | 192.68188 |
| Mean | 4.8730964 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 13.80726 |
| Sum | 960 |
| Variance | 561.59096 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 2 | 45 | 13.5% |
| 1 | 35 | 10.5% |
| 3 | 34 | 10.2% |
| 4 | 27 | 8.1% |
| 5 | 17 | 5.1% |
| 0 | 13 | 3.9% |
| 7 | 8 | 2.4% |
| 8 | 6 | 1.8% |
| 6 | 4 | 1.2% |
| 10 | 3 | 0.9% |
| Other values (5) | 5 | 1.5% |
| (Missing) | 136 |
| Value | Count | Frequency (%) |
| 0 | 13 | 3.9% |
| 1 | 35 | |
| 2 | 45 | |
| 3 | 34 | |
| 4 | 27 | |
| 5 | 17 | 5.1% |
| 6 | 4 | 1.2% |
| 7 | 8 | 2.4% |
| 8 | 6 | 1.8% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 11 | 1 | 0.3% |
| 10 | 3 | 0.9% |
| 9 | 1 | 0.3% |
| 8 | 6 | 1.8% |
| 7 | 8 | |
| 6 | 4 | 1.2% |
| 5 | 17 |
사용시작지하층
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | |
| 2 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.0540541 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 228 | |
| 0 | 81 | 24.3% |
| 1 | 23 | 6.9% |
| 2 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 228 | |
| 0 | 81 | 24.3% |
| 1 | 23 | 6.9% |
| 2 | 1 | 0.3% |
사용끝지하층
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 | |
| 1 | 24 |
| 2 | 1 |
| 5 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.1711712 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| 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> | 241 | |
| 0 | 66 | 19.8% |
| 1 | 24 | 7.2% |
| 2 | 1 | 0.3% |
| 5 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 241 | |
| 0 | 66 | 19.8% |
| 1 | 24 | 7.2% |
| 2 | 1 | 0.3% |
| 5 | 1 | 0.3% |
한실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4504505 |
| 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 (%) |
| 0 | 172 | |
| <NA> | 161 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 172 | |
| na | 161 |
양실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4504505 |
| 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 (%) |
| 0 | 172 | |
| <NA> | 161 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 172 | |
| na | 161 |
욕실수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4504505 |
| 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 (%) |
| 0 | 172 | |
| <NA> | 161 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 172 | |
| na | 161 |
발한실여부
Boolean
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 57 |
| Missing (%) | 17.1% |
| Memory size | 798.0 B |
| False | |
|---|---|
| True | 2 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 274 | |
| True | 2 | 0.6% |
| (Missing) | 57 | 17.1% |
좌석수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| <NA> |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.4594595 |
| 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 (%) |
| 0 | 171 | |
| <NA> | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 171 | |
| na | 162 |
조건부허가신고사유
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
조건부허가시작일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
조건부허가종료일자
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 333 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.1 KiB |
건물소유구분명
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 임대 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.1411411 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 임대 |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 190 | |
| 임대 | 143 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 190 | |
| 임대 | 143 |
세탁기수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.5855856 |
| 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> | 176 | |
| 0 | 157 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 176 | |
| 0 | 157 |
여성종사자수
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 | |
| 2 | 3 |
| 1 | 1 |
| 3 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.6036036 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| 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> | 289 | |
| 0 | 39 | 11.7% |
| 2 | 3 | 0.9% |
| 1 | 1 | 0.3% |
| 3 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 289 | |
| 0 | 39 | 11.7% |
| 2 | 3 | 0.9% |
| 1 | 1 | 0.3% |
| 3 | 1 | 0.3% |
남성종사자수
Real number (ℝ)
MISSING ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 286 |
| Missing (%) | 85.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9787234 |
| Minimum | 0 |
|---|---|
| Maximum | 300 |
| Zeros | 38 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.7 |
| Maximum | 300 |
| Range | 300 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 44.137379 |
|---|---|
| Coefficient of variation (CV) | 5.5318848 |
| Kurtosis | 44.277527 |
| Mean | 7.9787234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5901258 |
| Sum | 375 |
| Variance | 1948.1082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 38 | 11.4% |
| 3 | 3 | 0.9% |
| 50 | 1 | 0.3% |
| 300 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 1 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| (Missing) | 286 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 1 | 0.3% |
| 3 | 3 | 0.9% |
| 4 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 50 | 1 | 0.3% |
| 300 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 300 | 1 | 0.3% |
| 50 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 3 | 3 | 0.9% |
| 1 | 1 | 0.3% |
| 0 | 38 |
회수건조수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.7387387 |
| 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> | 193 | |
| 0 | 140 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 193 | |
| 0 | 140 |
침대수
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.7567568 |
| 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> | 195 | |
| 0 | 138 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 195 | |
| 0 | 138 |
다중이용업소여부
Boolean
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 43 |
| Missing (%) | 12.9% |
| Memory size | 798.0 B |
| False | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| False | 290 | |
| (Missing) | 43 | 12.9% |
| 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 | 3200000 | 3200000-206-1987-02991 | 19870603 | <NA> | 3 | 폐업 | 2 | 폐업 | 20161128 | <NA> | <NA> | <NA> | 02 8780151 | 40.00 | 151847 | 서울특별시 관악구 봉천동 1575-9 | 서울특별시 관악구 쑥고개로 92 (봉천동) | 8831 | 동방메인텍(주) | 2006-11-03 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 195209.480483 | 441880.432568 | 건물위생관리업 | 5 | 1 | 3 | 3 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | 임대 | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 1 | 3200000 | 3200000-206-1987-02992 | 19870820 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030326 | <NA> | <NA> | <NA> | 02 8760493 | 127.50 | 151835 | 서울특별시 관악구 봉천동 1596-6 | <NA> | <NA> | (주)에덴성업 | 2003-03-27 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 195764.838758 | 441564.824906 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 2 | 3200000 | 3200000-206-1988-02993 | 19880326 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030326 | <NA> | <NA> | <NA> | 02 8876695 | .00 | 151835 | 서울특별시 관악구 봉천동 1595-1 | <NA> | <NA> | 태정기술산업주식회사 | 2003-03-27 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 195772.919373 | 441498.239116 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 3 | 3200000 | 3200000-206-1990-02994 | 19900105 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030430 | <NA> | <NA> | <NA> | 02 8716996 | .00 | 151820 | 서울특별시 관악구 봉천동 945-6 | <NA> | <NA> | 서도공영주식회사 | 2003-04-24 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 194591.869955 | 442311.948832 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 4 | 3200000 | 3200000-206-1990-02995 | 19901130 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030326 | <NA> | <NA> | <NA> | 02 8838973 | .00 | 151836 | 서울특별시 관악구 봉천동 862-2 | <NA> | <NA> | 화성개발주식회사 | 2003-03-27 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 195707.917935 | 442075.680742 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 5 | 3200000 | 3200000-206-1991-02995 | 19910423 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030326 | <NA> | <NA> | <NA> | 02 8561412 | .00 | 151899 | 서울특별시 관악구 신림동 1570-9 | <NA> | <NA> | 라신산업 | 2003-03-27 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 192704.289178 | 442230.088008 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 6 | 3200000 | 3200000-206-1991-02997 | 19910731 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030326 | <NA> | <NA> | <NA> | 02 8879101 | .00 | 151849 | 서울특별시 관악구 봉천동 1673-21 | <NA> | <NA> | (주)부림방제 | 2003-03-27 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 196120.039741 | 441980.475413 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 7 | 3200000 | 3200000-206-1992-02998 | 19920313 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | 02 8745408 | 43.51 | 151730 | 서울특별시 관악구 신림동 1638-32 삼모스포렉스 | 서울특별시 관악구 신림로59길 23, 삼모스포렉스 813호 (신림동) | 8776 | 아태산업개발(주) | 2021-11-08 13:22:29 | U | 2021-11-10 02:40:00.0 | 건물위생관리업 | 193610.797202 | 442281.285348 | 건물위생관리업 | 13 | 3 | 9 | 9 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | 임대 | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 8 | 3200000 | 3200000-206-1992-02999 | 19920509 | <NA> | 3 | 폐업 | 2 | 폐업 | 20030411 | <NA> | <NA> | <NA> | 02 7811231 | .00 | 151832 | 서울특별시 관악구 봉천동 1655-14 | <NA> | <NA> | (주)한국PCO | 2003-04-15 00:00:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 197081.704726 | 441449.587673 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | N |
| 9 | 3200000 | 3200000-206-1992-03000 | 19920523 | <NA> | 3 | 폐업 | 2 | 폐업 | 20101228 | <NA> | <NA> | <NA> | 02 5252588 | 43.00 | 151800 | 서울특별시 관악구 남현동 1064-5 | <NA> | <NA> | (주)공영기업 | 2008-04-03 11:21:00 | I | 2018-08-31 23:59:59.0 | 건물위생관리업 | 198051.385141 | 441512.027703 | 건물위생관리업 | 3 | 1 | 3 | 3 | <NA> | <NA> | <NA> | <NA> | <NA> | N | <NA> | <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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 323 | 3200000 | 3200000-206-2022-00004 | 20221116 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 15.00 | 151890 | 서울특별시 관악구 신림동 1422-5 르네상스 복합쇼핑몰 | 서울특별시 관악구 신림로 340, 르네상스 복합쇼핑몰 7층 705호 (신림동) | 8754 | 에이플러스 | 2022-11-16 10:47:27 | I | 2021-10-31 23:08:00.0 | 건물위생관리업 | 193746.833838 | 442510.775086 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 324 | 3200000 | 3200000-206-2023-00001 | 2023-02-24 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 13.18 | 151-050 | 서울특별시 관악구 봉천동 1703 성현동아아파트 | 서울특별시 관악구 관악로 285, 성현동아아파트 상가에이동 비층 108호 (봉천동, 성현동아아파트) | 8726 | 먼지 쫓는 사람들 | 2023-02-24 13:59:34 | I | 2022-12-01 22:06:00.0 | 건물위생관리업 | 195999.574887 | 443044.700996 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 325 | 3200000 | 3200000-206-2023-00002 | 2023-08-07 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 20.00 | 151-818 | 서울특별시 관악구 봉천동 1624-22 | 서울특별시 관악구 낙성대로4길 12-10, B01호 (봉천동) | 8790 | 주식회사 청담클린존 | 2023-09-27 14:04:16 | U | 2022-12-08 22:09:00.0 | 건물위생관리업 | 196228.164609 | 441595.052521 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 326 | 3200000 | 3200000-206-2023-00003 | 2023-08-18 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 66.00 | 151-926 | 서울특별시 관악구 남현동 1054-1 금산빌딩 | 서울특별시 관악구 남부순환로 2008, 금산빌딩 4층 401호 (남현동) | 8804 | 주식회사 제이떠블유시스템(J.W System) | 2023-12-12 15:55:35 | U | 2022-11-01 23:04:00.0 | 건물위생관리업 | 197436.896549 | 441472.608142 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 327 | 3200000 | 3200000-206-2023-00004 | 2023-08-22 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 46.38 | 151-899 | 서울특별시 관악구 신림동 1576-23 | 서울특별시 관악구 남부순환로 1536, 103호 (신림동) | 8773 | 서강크린 | 2023-08-24 08:45:36 | U | 2022-12-07 22:06:00.0 | 건물위생관리업 | 192971.061048 | 442290.047233 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 328 | 3200000 | 3200000-206-2023-00005 | 2023-11-02 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 28.00 | 151-848 | 서울특별시 관악구 봉천동 856-1 대우디오슈페리움2단지 | 서울특별시 관악구 관악로 168, 4층 409가8호 (봉천동, 대우디오슈페리움2단지) | 8788 | 독양 주식회사 | 2024-04-26 16:15:03 | U | 2023-12-03 22:08:00.0 | 건물위생관리업 | 195785.625847 | 442009.829042 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 329 | 3200000 | 3200000-206-2023-00006 | 2023-11-13 | <NA> | 3 | 폐업 | 2 | 폐업 | 2023-12-15 | <NA> | <NA> | <NA> | <NA> | 5.00 | 151-800 | 서울특별시 관악구 남현동 1062-4 대한뉴팜 | 서울특별시 관악구 남현3길 61, 대한뉴팜 2층 213호 (남현동) | 8806 | 주식회사 다구스토 | 2023-12-15 15:03:07 | U | 2022-11-01 23:07:00.0 | 건물위생관리업 | 198142.028598 | 441468.240752 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 330 | 3200000 | 3200000-206-2024-00001 | 2024-02-01 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 9.90 | 151-864 | 서울특별시 관악구 신림동 343-3 | 서울특별시 관악구 광신길 225, 1층 (신림동) | 8846 | 우성사우나 | 2024-02-01 16:49:40 | I | 2023-12-02 00:03:00.0 | 건물위생관리업 | 193721.863992 | 440545.94642 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 331 | 3200000 | 3200000-206-2024-00002 | 2024-03-13 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 19.83 | 151-892 | 서울특별시 관악구 신림동 1432-178 | 서울특별시 관악구 신림동1길 20-6, 2층 (신림동) | 8760 | 와이케이클린 종합전문청소 | 2024-03-13 10:37:54 | I | 2023-12-02 23:06:00.0 | 건물위생관리업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 332 | 3200000 | 3200000-206-2024-00003 | 2024-04-16 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | 73.71 | 151-820 | 서울특별시 관악구 봉천동 945-14 | 서울특별시 관악구 남부순환로 1714-1, 3층 (봉천동) | 8782 | 주식회사 지명아이앤씨 | 2024-04-16 14:11:10 | I | 2023-12-03 23:08:00.0 | 건물위생관리업 | 194656.948276 | 442274.655023 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |