Dataset statistics
Number of variables | 33 |
---|---|
Number of observations | 94 |
Missing cells | 1095 |
Missing cells (%) | 35.3% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 26.4 KiB |
Average record size in memory | 287.4 B |
Variable types
Numeric | 10 |
---|---|
Categorical | 8 |
Text | 5 |
Unsupported | 9 |
DateTime | 1 |
Dataset
Description | 2021-05-01 |
---|---|
Author | 지방행정인허가공개데이터 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123146 |
개방서비스명 has constant value "" | Constant |
개방서비스id has constant value "" | Constant |
타기관이전여부 is highly imbalanced (65.8%) | Imbalance |
인허가일자 has 1 (1.1%) missing values | Missing |
인허가취소일자 has 66 (70.2%) missing values | Missing |
폐업일자 has 94 (100.0%) missing values | Missing |
휴업시작일자 has 94 (100.0%) missing values | Missing |
휴업종료일자 has 94 (100.0%) missing values | Missing |
재개업일자 has 94 (100.0%) missing values | Missing |
소재지전화 has 94 (100.0%) missing values | Missing |
소재지면적 has 94 (100.0%) missing values | Missing |
소재지우편번호 has 94 (100.0%) missing values | Missing |
소재지전체주소 has 11 (11.7%) missing values | Missing |
도로명전체주소 has 21 (22.3%) missing values | Missing |
도로명우편번호 has 87 (92.6%) missing values | Missing |
업태구분명 has 94 (100.0%) missing values | Missing |
좌표정보(x) has 12 (12.8%) missing values | Missing |
좌표정보(y) has 12 (12.8%) missing values | Missing |
전문인력총수 has 6 (6.4%) missing values | Missing |
자본금 has 4 (4.3%) missing values | Missing |
시설장비 has 29 (30.9%) missing values | Missing |
Unnamed: 32 has 94 (100.0%) missing values | Missing |
번호 has unique values | Unique |
최종수정시점 has unique values | Unique |
폐업일자 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 |
소재지전화 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
소재지면적 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
소재지우편번호 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
업태구분명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
전문인력총수 has 27 (28.7%) zeros | Zeros |
자본금 has 3 (3.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 13:16:02.189270 |
---|---|
Analysis finished | 2024-04-16 13:16:02.585105 |
Duration | 0.4 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
번호
Real number (ℝ)
UNIQUE
 
Distinct | 94 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47.5 |
Minimum | 1 |
---|---|
Maximum | 94 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.65 |
Q1 | 24.25 |
median | 47.5 |
Q3 | 70.75 |
95-th percentile | 89.35 |
Maximum | 94 |
Range | 93 |
Interquartile range (IQR) | 46.5 |
Descriptive statistics
Standard deviation | 27.279418 |
---|---|
Coefficient of variation (CV) | 0.57430354 |
Kurtosis | -1.2 |
Mean | 47.5 |
Median Absolute Deviation (MAD) | 23.5 |
Skewness | 0 |
Sum | 4465 |
Variance | 744.16667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.1% |
61 | 1 | 1.1% |
70 | 1 | 1.1% |
69 | 1 | 1.1% |
68 | 1 | 1.1% |
67 | 1 | 1.1% |
66 | 1 | 1.1% |
65 | 1 | 1.1% |
64 | 1 | 1.1% |
63 | 1 | 1.1% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 | |
90 | 1 | |
89 | 1 | |
88 | 1 | |
87 | 1 | |
86 | 1 | |
85 | 1 |
개방서비스명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
지하수시공업체 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 지하수시공업체 |
---|---|
2nd row | 지하수시공업체 |
3rd row | 지하수시공업체 |
4th row | 지하수시공업체 |
5th row | 지하수시공업체 |
Common Values
Value | Count | Frequency (%) |
지하수시공업체 | 94 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
지하수시공업체 | 94 |
개방서비스id
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
09_29_01_P |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 09_29_01_P |
---|---|
2nd row | 09_29_01_P |
3rd row | 09_29_01_P |
4th row | 09_29_01_P |
5th row | 09_29_01_P |
Common Values
Value | Count | Frequency (%) |
09_29_01_P | 94 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
09_29_01_p | 94 |
개방자치단체코드
Real number (ℝ)
Distinct | 14 |
---|---|
Distinct (%) | 14.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3338191.5 |
Minimum | 3270000 |
---|---|
Maximum | 3400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 3270000 |
---|---|
5-th percentile | 3280000 |
Q1 | 3300000 |
median | 3330000 |
Q3 | 3370000 |
95-th percentile | 3400000 |
Maximum | 3400000 |
Range | 130000 |
Interquartile range (IQR) | 70000 |
Descriptive statistics
Standard deviation | 41243.123 |
---|---|
Coefficient of variation (CV) | 0.01235493 |
Kurtosis | -1.2747472 |
Mean | 3338191.5 |
Median Absolute Deviation (MAD) | 35000 |
Skewness | 0.13089495 |
Sum | 3.1379 × 108 |
Variance | 1.7009952 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3400000 | 15 | |
3300000 | 12 | |
3330000 | 11 | |
3290000 | 11 | |
3350000 | 10 | |
3370000 | 8 | |
3310000 | 6 | 6.4% |
3380000 | 4 | 4.3% |
3270000 | 4 | 4.3% |
3390000 | 3 | 3.2% |
Other values (4) | 10 |
Value | Count | Frequency (%) |
3270000 | 4 | 4.3% |
3280000 | 2 | 2.1% |
3290000 | 11 | |
3300000 | 12 | |
3310000 | 6 | |
3320000 | 3 | 3.2% |
3330000 | 11 | |
3340000 | 2 | 2.1% |
3350000 | 10 | |
3360000 | 3 | 3.2% |
Value | Count | Frequency (%) |
3400000 | 15 | |
3390000 | 3 | 3.2% |
3380000 | 4 | 4.3% |
3370000 | 8 | |
3360000 | 3 | 3.2% |
3350000 | 10 | |
3340000 | 2 | 2.1% |
3330000 | 11 | |
3320000 | 3 | 3.2% |
3310000 | 6 | 6.4% |
관리번호
Text
Distinct | 84 |
---|---|
Distinct (%) | 89.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Characters and Unicode
Total characters | 1786 |
---|---|
Distinct characters | 12 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 77 ? |
---|---|
Unique (%) | 81.9% |
Sample
1st row | C006211751793000000 |
---|---|
2nd row | C006205202899912L00 |
3rd row | C006104221902329L00 |
4th row | C004705231117811L00 |
5th row | C001845110008620L00 |
Value | Count | Frequency (%) |
c001801110300036l00 | 4 | 4.3% |
c001949110008307l00 | 3 | 3.2% |
c001801110716803l00 | 2 | 2.1% |
c001955110078414l00 | 2 | 2.1% |
c001801110315837l00 | 2 | 2.1% |
c002056110006098l00 | 2 | 2.1% |
c001801110327775l00 | 2 | 2.1% |
c001801110055722l00 | 1 | 1.1% |
c001712110074234l00 | 1 | 1.1% |
c001801110346965l00 | 1 | 1.1% |
Other values (74) | 74 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 680 | |
1 | 358 | |
8 | 96 | 5.4% |
C | 94 | 5.3% |
2 | 93 | 5.2% |
L | 74 | 4.1% |
7 | 72 | 4.0% |
6 | 71 | 4.0% |
5 | 66 | 3.7% |
9 | 65 | 3.6% |
Other values (2) | 117 | 6.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 1618 | |
Uppercase Letter | 168 | 9.4% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 680 | |
1 | 358 | |
8 | 96 | 5.9% |
2 | 93 | 5.7% |
7 | 72 | 4.4% |
6 | 71 | 4.4% |
5 | 66 | 4.1% |
9 | 65 | 4.0% |
3 | 62 | 3.8% |
4 | 55 | 3.4% |
Uppercase Letter
Value | Count | Frequency (%) |
C | 94 | |
L | 74 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1618 | |
Latin | 168 | 9.4% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 680 | |
1 | 358 | |
8 | 96 | 5.9% |
2 | 93 | 5.7% |
7 | 72 | 4.4% |
6 | 71 | 4.4% |
5 | 66 | 4.1% |
9 | 65 | 4.0% |
3 | 62 | 3.8% |
4 | 55 | 3.4% |
Latin
Value | Count | Frequency (%) |
C | 94 | |
L | 74 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1786 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 680 | |
1 | 358 | |
8 | 96 | 5.4% |
C | 94 | 5.3% |
2 | 93 | 5.2% |
L | 74 | 4.1% |
7 | 72 | 4.0% |
6 | 71 | 4.0% |
5 | 66 | 3.7% |
9 | 65 | 3.6% |
Other values (2) | 117 | 6.6% |
인허가일자
Real number (ℝ)
MISSING
 
Distinct | 75 |
---|---|
Distinct (%) | 80.6% |
Missing | 1 |
Missing (%) | 1.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20053072 |
Minimum | 19980213 |
---|---|
Maximum | 20200410 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 19980213 |
---|---|
5-th percentile | 19980223 |
Q1 | 20000524 |
median | 20030328 |
Q3 | 20100716 |
95-th percentile | 20184599 |
Maximum | 20200410 |
Range | 220197 |
Interquartile range (IQR) | 100192 |
Descriptive statistics
Standard deviation | 65598.322 |
---|---|
Coefficient of variation (CV) | 0.0032712355 |
Kurtosis | -0.69064626 |
Mean | 20053072 |
Median Absolute Deviation (MAD) | 49718 |
Skewness | 0.69054666 |
Sum | 1.8649357 × 109 |
Variance | 4.3031399 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20000703 | 4 | 4.3% |
19980213 | 3 | 3.2% |
20020216 | 3 | 3.2% |
19980327 | 3 | 3.2% |
19980520 | 2 | 2.1% |
20000822 | 2 | 2.1% |
20020404 | 2 | 2.1% |
20001212 | 2 | 2.1% |
19980218 | 2 | 2.1% |
20000425 | 2 | 2.1% |
Other values (65) | 68 |
Value | Count | Frequency (%) |
19980213 | 3 | |
19980218 | 2 | |
19980227 | 1 | 1.1% |
19980327 | 3 | |
19980409 | 2 | |
19980520 | 2 | |
19980610 | 1 | 1.1% |
19990209 | 1 | 1.1% |
19990311 | 1 | 1.1% |
19990518 | 1 | 1.1% |
Value | Count | Frequency (%) |
20200410 | 1 | |
20200207 | 1 | |
20190826 | 1 | |
20190717 | 1 | |
20190702 | 1 | |
20180531 | 1 | |
20170525 | 1 | |
20161028 | 1 | |
20151023 | 1 | |
20151015 | 1 |
인허가취소일자
Real number (ℝ)
MISSING
 
Distinct | 24 |
---|---|
Distinct (%) | 85.7% |
Missing | 66 |
Missing (%) | 70.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20118555 |
Minimum | 20020510 |
---|---|
Maximum | 20191028 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 20020510 |
---|---|
5-th percentile | 20020517 |
Q1 | 20070864 |
median | 20130608 |
Q3 | 20180521 |
95-th percentile | 20190980 |
Maximum | 20191028 |
Range | 170518 |
Interquartile range (IQR) | 109656.75 |
Descriptive statistics
Standard deviation | 58407.328 |
---|---|
Coefficient of variation (CV) | 0.0029031572 |
Kurtosis | -1.2252964 |
Mean | 20118555 |
Median Absolute Deviation (MAD) | 49913.5 |
Skewness | -0.28562079 |
Sum | 5.6331954 × 108 |
Variance | 3.411416 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20180521 | 4 | 4.3% |
20020517 | 2 | 2.1% |
20070115 | 1 | 1.1% |
20050526 | 1 | 1.1% |
20090714 | 1 | 1.1% |
20041111 | 1 | 1.1% |
20131007 | 1 | 1.1% |
20101025 | 1 | 1.1% |
20130306 | 1 | 1.1% |
20080305 | 1 | 1.1% |
Other values (14) | 14 | 14.9% |
(Missing) | 66 |
Value | Count | Frequency (%) |
20020510 | 1 | |
20020517 | 2 | |
20041111 | 1 | |
20050526 | 1 | |
20060323 | 1 | |
20070115 | 1 | |
20071114 | 1 | |
20080305 | 1 | |
20090714 | 1 | |
20100901 | 1 |
Value | Count | Frequency (%) |
20191028 | 1 | 1.1% |
20191011 | 1 | 1.1% |
20190923 | 1 | 1.1% |
20190826 | 1 | 1.1% |
20180521 | 4 | |
20170804 | 1 | 1.1% |
20151102 | 1 | 1.1% |
20150521 | 1 | 1.1% |
20131024 | 1 | 1.1% |
20131007 | 1 | 1.1% |
영업상태구분코드
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
1 | |
---|---|
3 |
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 (%) |
1 | 66 | |
3 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 66 | |
3 | 28 |
영업상태명
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
영업/정상 | |
---|---|
폐업 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.106383 |
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 (%) |
영업/정상 | 66 | |
폐업 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
영업/정상 | 66 | |
폐업 | 28 |
상세영업상태코드
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
1 | |
---|---|
2 |
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 (%) |
1 | 66 | |
2 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 66 | |
2 | 28 |
상세영업상태명
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
영업 | |
---|---|
취소정지업체 |
Length
Max length | 6 |
---|---|
Median length | 2 |
Mean length | 3.1914894 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 취소정지업체 |
---|---|
2nd row | 취소정지업체 |
3rd row | 취소정지업체 |
4th row | 취소정지업체 |
5th row | 취소정지업체 |
Common Values
Value | Count | Frequency (%) |
영업 | 66 | |
취소정지업체 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
영업 | 66 | |
취소정지업체 | 28 |
폐업일자
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
휴업시작일자
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
휴업종료일자
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
재개업일자
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
소재지전화
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
소재지면적
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
소재지우편번호
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
소재지전체주소
Text
MISSING
 
Distinct | 80 |
---|---|
Distinct (%) | 96.4% |
Missing | 11 |
Missing (%) | 11.7% |
Memory size | 884.0 B |
Length
Max length | 44 |
---|---|
Median length | 37 |
Mean length | 24.373494 |
Min length | 18 |
Characters and Unicode
Total characters | 2023 |
---|---|
Distinct characters | 135 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 77 ? |
---|---|
Unique (%) | 92.8% |
Sample
1st row | 부산광역시 기장군 철마면 안평리 626번지 |
---|---|
2nd row | 부산광역시 기장군 일광면 신평리 50번지 |
3rd row | 부산광역시 기장군 정관읍 달산리 998-12 번지 |
4th row | 부산광역시 기장군 기장읍 동부리 354번지 |
5th row | 부산광역시 기장군 기장읍 동부리 278-6번지 |
Value | Count | Frequency (%) |
부산광역시 | 81 | 20.8% |
기장군 | 12 | 3.1% |
동래구 | 11 | 2.8% |
부산진구 | 10 | 2.6% |
해운대구 | 10 | 2.6% |
기장읍 | 9 | 2.3% |
금정구 | 8 | 2.1% |
연제구 | 6 | 1.5% |
동부리 | 6 | 1.5% |
반송동 | 4 | 1.0% |
Other values (176) | 232 |
Most occurring characters
Value | Count | Frequency (%) |
309 | 15.3% | |
부 | 106 | 5.2% |
산 | 102 | 5.0% |
동 | 98 | 4.8% |
1 | 96 | 4.7% |
광 | 84 | 4.2% |
시 | 83 | 4.1% |
역 | 82 | 4.1% |
구 | 74 | 3.7% |
지 | 71 | 3.5% |
Other values (125) | 918 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1240 | |
Decimal Number | 407 | 20.1% |
Space Separator | 309 | 15.3% |
Dash Punctuation | 67 | 3.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
부 | 106 | 8.5% |
산 | 102 | 8.2% |
동 | 98 | 7.9% |
광 | 84 | 6.8% |
시 | 83 | 6.7% |
역 | 82 | 6.6% |
구 | 74 | 6.0% |
지 | 71 | 5.7% |
번 | 69 | 5.6% |
장 | 25 | 2.0% |
Other values (113) | 446 |
Decimal Number
Value | Count | Frequency (%) |
1 | 96 | |
3 | 53 | |
2 | 41 | |
0 | 38 | 9.3% |
9 | 38 | 9.3% |
4 | 34 | 8.4% |
6 | 33 | 8.1% |
5 | 29 | 7.1% |
7 | 25 | 6.1% |
8 | 20 | 4.9% |
Space Separator
Value | Count | Frequency (%) |
309 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 67 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1240 | |
Common | 783 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
부 | 106 | 8.5% |
산 | 102 | 8.2% |
동 | 98 | 7.9% |
광 | 84 | 6.8% |
시 | 83 | 6.7% |
역 | 82 | 6.6% |
구 | 74 | 6.0% |
지 | 71 | 5.7% |
번 | 69 | 5.6% |
장 | 25 | 2.0% |
Other values (113) | 446 |
Common
Value | Count | Frequency (%) |
309 | ||
1 | 96 | 12.3% |
- | 67 | 8.6% |
3 | 53 | 6.8% |
2 | 41 | 5.2% |
0 | 38 | 4.9% |
9 | 38 | 4.9% |
4 | 34 | 4.3% |
6 | 33 | 4.2% |
5 | 29 | 3.7% |
Other values (2) | 45 | 5.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1240 | |
ASCII | 783 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
309 | ||
1 | 96 | 12.3% |
- | 67 | 8.6% |
3 | 53 | 6.8% |
2 | 41 | 5.2% |
0 | 38 | 4.9% |
9 | 38 | 4.9% |
4 | 34 | 4.3% |
6 | 33 | 4.2% |
5 | 29 | 3.7% |
Other values (2) | 45 | 5.7% |
Hangul
Value | Count | Frequency (%) |
부 | 106 | 8.5% |
산 | 102 | 8.2% |
동 | 98 | 7.9% |
광 | 84 | 6.8% |
시 | 83 | 6.7% |
역 | 82 | 6.6% |
구 | 74 | 6.0% |
지 | 71 | 5.7% |
번 | 69 | 5.6% |
장 | 25 | 2.0% |
Other values (113) | 446 |
도로명전체주소
Text
MISSING
 
Distinct | 69 |
---|---|
Distinct (%) | 94.5% |
Missing | 21 |
Missing (%) | 22.3% |
Memory size | 884.0 B |
Length
Max length | 54 |
---|---|
Median length | 41 |
Mean length | 30.178082 |
Min length | 20 |
Characters and Unicode
Total characters | 2203 |
---|---|
Distinct characters | 181 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 65 ? |
---|---|
Unique (%) | 89.0% |
Sample
1st row | 부산광역시 기장군 철마면 안평로 81 |
---|---|
2nd row | 부산광역시 기장군 일광면 문오성길 485-5 |
3rd row | 부산광역시 기장군 기장읍 차성동로 77 |
4th row | 부산광역시 기장군 기장읍 반송로 1576 |
5th row | 부산광역시 기장군 기장읍 기장대로 515 |
Value | Count | Frequency (%) |
부산광역시 | 72 | 17.6% |
동래구 | 12 | 2.9% |
기장군 | 10 | 2.4% |
부산진구 | 9 | 2.2% |
해운대구 | 8 | 2.0% |
금정구 | 6 | 1.5% |
기장읍 | 6 | 1.5% |
남구 | 5 | 1.2% |
연제구 | 5 | 1.2% |
9 | 4 | 1.0% |
Other values (214) | 272 |
Most occurring characters
Value | Count | Frequency (%) |
340 | 15.4% | |
동 | 96 | 4.4% |
산 | 88 | 4.0% |
부 | 86 | 3.9% |
1 | 86 | 3.9% |
시 | 79 | 3.6% |
광 | 74 | 3.4% |
로 | 72 | 3.3% |
역 | 72 | 3.3% |
구 | 68 | 3.1% |
Other values (171) | 1142 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1315 | |
Decimal Number | 359 | 16.3% |
Space Separator | 340 | 15.4% |
Open Punctuation | 64 | 2.9% |
Close Punctuation | 64 | 2.9% |
Other Punctuation | 38 | 1.7% |
Dash Punctuation | 15 | 0.7% |
Uppercase Letter | 8 | 0.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 96 | 7.3% |
산 | 88 | 6.7% |
부 | 86 | 6.5% |
시 | 79 | 6.0% |
광 | 74 | 5.6% |
로 | 72 | 5.5% |
역 | 72 | 5.5% |
구 | 68 | 5.2% |
대 | 40 | 3.0% |
길 | 28 | 2.1% |
Other values (147) | 612 |
Decimal Number
Value | Count | Frequency (%) |
1 | 86 | |
2 | 62 | |
3 | 46 | |
5 | 32 | 8.9% |
0 | 32 | 8.9% |
6 | 28 | 7.8% |
8 | 26 | 7.2% |
7 | 18 | 5.0% |
4 | 15 | 4.2% |
9 | 14 | 3.9% |
Uppercase Letter
Value | Count | Frequency (%) |
T | 1 | |
O | 1 | |
W | 1 | |
S | 1 | |
K | 1 | |
V | 1 | |
I | 1 | |
E | 1 |
Other Punctuation
Value | Count | Frequency (%) |
, | 37 | |
/ | 1 | 2.6% |
Space Separator
Value | Count | Frequency (%) |
340 |
Open Punctuation
Value | Count | Frequency (%) |
( | 64 |
Close Punctuation
Value | Count | Frequency (%) |
) | 64 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 15 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1315 | |
Common | 880 | |
Latin | 8 | 0.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 96 | 7.3% |
산 | 88 | 6.7% |
부 | 86 | 6.5% |
시 | 79 | 6.0% |
광 | 74 | 5.6% |
로 | 72 | 5.5% |
역 | 72 | 5.5% |
구 | 68 | 5.2% |
대 | 40 | 3.0% |
길 | 28 | 2.1% |
Other values (147) | 612 |
Common
Value | Count | Frequency (%) |
340 | ||
1 | 86 | 9.8% |
( | 64 | 7.3% |
) | 64 | 7.3% |
2 | 62 | 7.0% |
3 | 46 | 5.2% |
, | 37 | 4.2% |
5 | 32 | 3.6% |
0 | 32 | 3.6% |
6 | 28 | 3.2% |
Other values (6) | 89 | 10.1% |
Latin
Value | Count | Frequency (%) |
T | 1 | |
O | 1 | |
W | 1 | |
S | 1 | |
K | 1 | |
V | 1 | |
I | 1 | |
E | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1315 | |
ASCII | 888 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
340 | ||
1 | 86 | 9.7% |
( | 64 | 7.2% |
) | 64 | 7.2% |
2 | 62 | 7.0% |
3 | 46 | 5.2% |
, | 37 | 4.2% |
5 | 32 | 3.6% |
0 | 32 | 3.6% |
6 | 28 | 3.2% |
Other values (14) | 97 | 10.9% |
Hangul
Value | Count | Frequency (%) |
동 | 96 | 7.3% |
산 | 88 | 6.7% |
부 | 86 | 6.5% |
시 | 79 | 6.0% |
광 | 74 | 5.6% |
로 | 72 | 5.5% |
역 | 72 | 5.5% |
구 | 68 | 5.2% |
대 | 40 | 3.0% |
길 | 28 | 2.1% |
Other values (147) | 612 |
도로명우편번호
Real number (ℝ)
MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 100.0% |
Missing | 87 |
Missing (%) | 92.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47142 |
Minimum | 46020 |
---|---|
Maximum | 48567 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 46020 |
---|---|
5-th percentile | 46033.2 |
Q1 | 46139.5 |
median | 47104 |
Q3 | 48012 |
95-th percentile | 48401.1 |
Maximum | 48567 |
Range | 2547 |
Interquartile range (IQR) | 1872.5 |
Descriptive statistics
Standard deviation | 1066.6282 |
---|---|
Coefficient of variation (CV) | 0.022625858 |
Kurtosis | -2.1757019 |
Mean | 47142 |
Median Absolute Deviation (MAD) | 910 |
Skewness | 0.14398432 |
Sum | 329994 |
Variance | 1137695.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
46020 | 1 | 1.1% |
46064 | 1 | 1.1% |
46215 | 1 | 1.1% |
48010 | 1 | 1.1% |
48014 | 1 | 1.1% |
48567 | 1 | 1.1% |
47104 | 1 | 1.1% |
(Missing) | 87 |
Value | Count | Frequency (%) |
46020 | 1 | |
46064 | 1 | |
46215 | 1 | |
47104 | 1 | |
48010 | 1 | |
48014 | 1 | |
48567 | 1 |
Value | Count | Frequency (%) |
48567 | 1 | |
48014 | 1 | |
48010 | 1 | |
47104 | 1 | |
46215 | 1 | |
46064 | 1 | |
46020 | 1 |
사업장명
Text
Distinct | 85 |
---|---|
Distinct (%) | 90.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
Value | Count | Frequency (%) |
주식회사 | 8 | 7.6% |
제영건설 | 2 | 1.9% |
㈜한국지수종합기술단 | 2 | 1.9% |
한일개발 | 2 | 1.9% |
성한 | 2 | 1.9% |
주)보정지질 | 2 | 1.9% |
㈜성진엔지니어링 | 2 | 1.9% |
주)인기엔지니어링 | 2 | 1.9% |
구구기초개발(주 | 2 | 1.9% |
주)동해이엔지 | 2 | 1.9% |
Other values (79) | 79 |
Most occurring characters
Value | Count | Frequency (%) |
주 | 49 | 7.6% |
지 | 40 | 6.2% |
( | 38 | 5.9% |
) | 38 | 5.9% |
기 | 21 | 3.3% |
발 | 19 | 3.0% |
개 | 19 | 3.0% |
엔 | 15 | 2.3% |
㈜ | 15 | 2.3% |
건 | 15 | 2.3% |
Other values (106) | 373 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 535 | |
Open Punctuation | 38 | 5.9% |
Close Punctuation | 38 | 5.9% |
Other Symbol | 15 | 2.3% |
Space Separator | 11 | 1.7% |
Uppercase Letter | 5 | 0.8% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
주 | 49 | 9.2% |
지 | 40 | 7.5% |
기 | 21 | 3.9% |
발 | 19 | 3.6% |
개 | 19 | 3.6% |
엔 | 15 | 2.8% |
건 | 15 | 2.8% |
설 | 14 | 2.6% |
질 | 12 | 2.2% |
한 | 12 | 2.2% |
Other values (98) | 319 |
Uppercase Letter
Value | Count | Frequency (%) |
N | 2 | |
S | 1 | |
E | 1 | |
G | 1 |
Open Punctuation
Value | Count | Frequency (%) |
( | 38 |
Close Punctuation
Value | Count | Frequency (%) |
) | 38 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 15 |
Space Separator
Value | Count | Frequency (%) |
11 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 550 | |
Common | 87 | 13.6% |
Latin | 5 | 0.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
주 | 49 | 8.9% |
지 | 40 | 7.3% |
기 | 21 | 3.8% |
발 | 19 | 3.5% |
개 | 19 | 3.5% |
엔 | 15 | 2.7% |
㈜ | 15 | 2.7% |
건 | 15 | 2.7% |
설 | 14 | 2.5% |
질 | 12 | 2.2% |
Other values (99) | 331 |
Latin
Value | Count | Frequency (%) |
N | 2 | |
S | 1 | |
E | 1 | |
G | 1 |
Common
Value | Count | Frequency (%) |
( | 38 | |
) | 38 | |
11 | 12.6% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 535 | |
ASCII | 92 | 14.3% |
None | 15 | 2.3% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
주 | 49 | 9.2% |
지 | 40 | 7.5% |
기 | 21 | 3.9% |
발 | 19 | 3.6% |
개 | 19 | 3.6% |
엔 | 15 | 2.8% |
건 | 15 | 2.8% |
설 | 14 | 2.6% |
질 | 12 | 2.2% |
한 | 12 | 2.2% |
Other values (98) | 319 |
ASCII
Value | Count | Frequency (%) |
( | 38 | |
) | 38 | |
11 | 12.0% | |
N | 2 | 2.2% |
S | 1 | 1.1% |
E | 1 | 1.1% |
G | 1 | 1.1% |
None
Value | Count | Frequency (%) |
㈜ | 15 |
최종수정시점
Real number (ℝ)
UNIQUE
 
Distinct | 94 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0145079 × 1013 |
Minimum | 2.0030501 × 1013 |
---|---|
Maximum | 2.021033 × 1013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 2.0030501 × 1013 |
---|---|
5-th percentile | 2.0031081 × 1013 |
Q1 | 2.0110766 × 1013 |
median | 2.0150714 × 1013 |
Q3 | 2.0191024 × 1013 |
95-th percentile | 2.0201222 × 1013 |
Maximum | 2.021033 × 1013 |
Range | 1.7982895 × 1011 |
Interquartile range (IQR) | 8.0257505 × 1010 |
Descriptive statistics
Standard deviation | 5.2505151 × 1010 |
---|---|
Coefficient of variation (CV) | 0.0026063513 |
Kurtosis | -0.53022251 |
Mean | 2.0145079 × 1013 |
Median Absolute Deviation (MAD) | 4.0305499 × 1010 |
Skewness | -0.6682778 |
Sum | 1.8936374 × 1015 |
Variance | 2.7567909 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20150521193315 | 1 | 1.1% |
20210330150753 | 1 | 1.1% |
20160620160922 | 1 | 1.1% |
20190121201619 | 1 | 1.1% |
20181228161321 | 1 | 1.1% |
20191213160656 | 1 | 1.1% |
20040322093211 | 1 | 1.1% |
20031118100918 | 1 | 1.1% |
20140806075711 | 1 | 1.1% |
20111209131908 | 1 | 1.1% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
20030501204848 | 1 | |
20030826170011 | 1 | |
20030826170059 | 1 | |
20030901115342 | 1 | |
20031013121551 | 1 | |
20031118100918 | 1 | |
20040322093211 | 1 | |
20050526161807 | 1 | |
20060530111013 | 1 | |
20080115142055 | 1 |
Value | Count | Frequency (%) |
20210330150753 | 1 | |
20210309165946 | 1 | |
20210122173232 | 1 | |
20201222091752 | 1 | |
20201222091520 | 1 | |
20201222091423 | 1 | |
20201222091345 | 1 | |
20201222091156 | 1 | |
20201222091021 | 1 | |
20201222090914 | 1 |
데이터갱신구분
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
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 | U |
4th row | U |
5th row | I |
Common Values
Value | Count | Frequency (%) |
I | 66 | |
U | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
i | 66 | |
u | 28 |
데이터갱신일자
Date
Distinct | 24 |
---|---|
Distinct (%) | 25.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
Minimum | 2018-08-31 23:59:59 |
---|---|
Maximum | 2021-04-01 02:40:00 |
업태구분명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
좌표정보(x)
Real number (ℝ)
MISSING
 
Distinct | 76 |
---|---|
Distinct (%) | 92.7% |
Missing | 12 |
Missing (%) | 12.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 391100.41 |
Minimum | 376575.17 |
---|---|
Maximum | 405522.61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 376575.17 |
---|---|
5-th percentile | 380635.68 |
Q1 | 388002.49 |
median | 390157.01 |
Q3 | 393870.51 |
95-th percentile | 401776.56 |
Maximum | 405522.61 |
Range | 28947.441 |
Interquartile range (IQR) | 5868.0167 |
Descriptive statistics
Standard deviation | 6185.2001 |
---|---|
Coefficient of variation (CV) | 0.015814865 |
Kurtosis | -0.15645839 |
Mean | 391100.41 |
Median Absolute Deviation (MAD) | 2995.0134 |
Skewness | 0.21523064 |
Sum | 32070234 |
Variance | 38256701 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
401356.353440437 | 2 | 2.1% |
386325.816948305 | 2 | 2.1% |
389966.863065915 | 2 | 2.1% |
402008.259489454 | 2 | 2.1% |
397927.11534005 | 2 | 2.1% |
401235.136344818 | 2 | 2.1% |
383090.133003427 | 1 | 1.1% |
391152.311117305 | 1 | 1.1% |
388216.238301 | 1 | 1.1% |
392557.866618931 | 1 | 1.1% |
Other values (66) | 66 | |
(Missing) | 12 | 12.8% |
Value | Count | Frequency (%) |
376575.17091841 | 1 | |
379390.249503698 | 1 | |
379783.261438689 | 1 | |
380229.573974122 | 1 | |
380608.055712321 | 1 | |
381160.447304173 | 1 | |
381623.542466636 | 1 | |
382729.710345331 | 1 | |
383090.133003427 | 1 | |
384338.981897206 | 1 |
Value | Count | Frequency (%) |
405522.61178727 | 1 | |
402239.497616996 | 1 | |
402008.259489454 | 2 | |
401781.266188482 | 1 | |
401687.081587248 | 1 | |
401356.353440437 | 2 | |
401239.929895848 | 1 | |
401235.136344818 | 2 | |
401069.596373 | 1 | |
397927.11534005 | 2 |
좌표정보(y)
Real number (ℝ)
MISSING
 
Distinct | 76 |
---|---|
Distinct (%) | 92.7% |
Missing | 12 |
Missing (%) | 12.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 190160.4 |
Minimum | 174035.7 |
---|---|
Maximum | 205505.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 174035.7 |
---|---|
5-th percentile | 181219.02 |
Q1 | 186187.32 |
median | 190344.37 |
Q3 | 194658.19 |
95-th percentile | 198502.93 |
Maximum | 205505.08 |
Range | 31469.382 |
Interquartile range (IQR) | 8470.8702 |
Descriptive statistics
Standard deviation | 6117.1286 |
---|---|
Coefficient of variation (CV) | 0.032168257 |
Kurtosis | 0.23004714 |
Mean | 190160.4 |
Median Absolute Deviation (MAD) | 4313.821 |
Skewness | -0.012908941 |
Sum | 15593153 |
Variance | 37419263 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
196615.807975201 | 2 | 2.1% |
182210.916727624 | 2 | 2.1% |
192741.089054358 | 2 | 2.1% |
195806.31336872 | 2 | 2.1% |
194658.188974473 | 2 | 2.1% |
196516.101463845 | 2 | 2.1% |
196124.737004344 | 1 | 1.1% |
190989.664323731 | 1 | 1.1% |
190570.380035 | 1 | 1.1% |
182600.072545818 | 1 | 1.1% |
Other values (66) | 66 | |
(Missing) | 12 | 12.8% |
Value | Count | Frequency (%) |
174035.700224564 | 1 | |
175923.048331794 | 1 | |
178679.952219194 | 1 | |
179513.398799893 | 1 | |
181175.128579342 | 1 | |
182052.86738669 | 1 | |
182068.435002445 | 1 | |
182210.916727624 | 2 | |
182317.844107833 | 1 | |
182600.072545818 | 1 |
Value | Count | Frequency (%) |
205505.082586346 | 1 | |
205416.175829 | 1 | |
202095.800730316 | 1 | |
201677.693320986 | 1 | |
198541.642657595 | 1 | |
197767.407602977 | 1 | |
196615.807975201 | 2 | |
196579.853585804 | 1 | |
196516.101463845 | 2 | |
196326.916943077 | 1 |
전문인력총수
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 11.4% |
Missing | 6 |
Missing (%) | 6.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8295455 |
Minimum | 0 |
---|---|
Maximum | 9 |
Zeros | 27 |
Zeros (%) | 28.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2 |
Q3 | 2 |
95-th percentile | 5.65 |
Maximum | 9 |
Range | 9 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.8081653 |
---|---|
Coefficient of variation (CV) | 0.98831397 |
Kurtosis | 4.1582567 |
Mean | 1.8295455 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.7048081 |
Sum | 161 |
Variance | 3.2694619 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 45 | |
0 | 27 | |
3 | 5 | 5.3% |
4 | 3 | 3.2% |
1 | 2 | 2.1% |
7 | 2 | 2.1% |
8 | 1 | 1.1% |
9 | 1 | 1.1% |
6 | 1 | 1.1% |
5 | 1 | 1.1% |
(Missing) | 6 | 6.4% |
Value | Count | Frequency (%) |
0 | 27 | |
1 | 2 | 2.1% |
2 | 45 | |
3 | 5 | 5.3% |
4 | 3 | 3.2% |
5 | 1 | 1.1% |
6 | 1 | 1.1% |
7 | 2 | 2.1% |
8 | 1 | 1.1% |
9 | 1 | 1.1% |
Value | Count | Frequency (%) |
9 | 1 | 1.1% |
8 | 1 | 1.1% |
7 | 2 | 2.1% |
6 | 1 | 1.1% |
5 | 1 | 1.1% |
4 | 3 | 3.2% |
3 | 5 | 5.3% |
2 | 45 | |
1 | 2 | 2.1% |
0 | 27 |
자본금
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 55 |
---|---|
Distinct (%) | 61.1% |
Missing | 4 |
Missing (%) | 4.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.0395416 × 108 |
Minimum | 0 |
---|---|
Maximum | 1.6571115 × 1010 |
Zeros | 3 |
Zeros (%) | 3.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 978.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 30521464 |
Q1 | 50000000 |
median | 1 × 108 |
Q3 | 2.05 × 108 |
95-th percentile | 9.775 × 108 |
Maximum | 1.6571115 × 1010 |
Range | 1.6571115 × 1010 |
Interquartile range (IQR) | 1.55 × 108 |
Descriptive statistics
Standard deviation | 1.7629179 × 109 |
---|---|
Coefficient of variation (CV) | 4.3641533 |
Kurtosis | 81.949045 |
Mean | 4.0395416 × 108 |
Median Absolute Deviation (MAD) | 60722500 |
Skewness | 8.8865631 |
Sum | 3.6355874 × 1010 |
Variance | 3.1078795 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50000000 | 14 | 14.9% |
100000000 | 10 | 10.6% |
200000000 | 5 | 5.3% |
205000000 | 3 | 3.2% |
400000000 | 3 | 3.2% |
0 | 3 | 3.2% |
410000000 | 2 | 2.1% |
55000000 | 2 | 2.1% |
250000000 | 2 | 2.1% |
33500000 | 1 | 1.1% |
Other values (45) | 45 | |
(Missing) | 4 | 4.3% |
Value | Count | Frequency (%) |
0 | 3 | |
30000000 | 1 | 1.1% |
30129935 | 1 | 1.1% |
31000000 | 1 | 1.1% |
31600000 | 1 | 1.1% |
31835000 | 1 | 1.1% |
32760000 | 1 | 1.1% |
33500000 | 1 | 1.1% |
33706817 | 1 | 1.1% |
34281000 | 1 | 1.1% |
Value | Count | Frequency (%) |
16571115000 | 1 | |
2700000000 | 1 | |
1295240000 | 1 | |
1200000000 | 1 | |
1000000000 | 1 | |
950000000 | 1 | |
800000000 | 1 | |
750000000 | 1 | |
610000000 | 1 | |
602000000 | 1 |
시설장비
Text
MISSING
 
Distinct | 47 |
---|---|
Distinct (%) | 72.3% |
Missing | 29 |
Missing (%) | 30.9% |
Memory size | 884.0 B |
Length
Max length | 177 |
---|---|
Median length | 40 |
Mean length | 20.246154 |
Min length | 4 |
Characters and Unicode
Total characters | 1316 |
---|---|
Distinct characters | 133 |
Distinct categories | 11 ? |
Distinct scripts | 3 ? |
Distinct blocks | 5 ? |
Unique
Unique | 40 ? |
---|---|
Unique (%) | 61.5% |
Sample
1st row | 1. 시추기 1 |
---|---|
2nd row | 1. 착정기 1 2. 콤푸레사 1 |
3rd row | 1. 시추기 1, 2. 콤플레샤 1 |
4th row | 형식WC-0055 * 등록번호 부산22-1258 |
5th row | 1. 시추기 1 2. 기타장비 |
Value | Count | Frequency (%) |
1 | 63 | |
시추기 | 31 | 10.6% |
1대 | 16 | 5.5% |
2 | 16 | 5.5% |
15 | 5.1% | |
공기압축기 | 8 | 2.7% |
임대 | 4 | 1.4% |
1개 | 4 | 1.4% |
시추기(임대 | 3 | 1.0% |
콤프레샤 | 3 | 1.0% |
Other values (102) | 129 |
Most occurring characters
Value | Count | Frequency (%) |
189 | 14.4% | |
1 | 124 | 9.4% |
기 | 113 | 8.6% |
. | 55 | 4.2% |
시 | 52 | 4.0% |
추 | 52 | 4.0% |
0 | 52 | 4.0% |
대 | 45 | 3.4% |
42 | 3.2% | |
2 | 42 | 3.2% |
Other values (123) | 550 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 549 | |
Decimal Number | 277 | |
Space Separator | 189 | 14.4% |
Other Punctuation | 90 | 6.8% |
Uppercase Letter | 60 | 4.6% |
Control | 42 | 3.2% |
Lowercase Letter | 38 | 2.9% |
Dash Punctuation | 24 | 1.8% |
Open Punctuation | 23 | 1.7% |
Close Punctuation | 22 | 1.7% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
기 | 113 | |
시 | 52 | 9.5% |
추 | 52 | 9.5% |
대 | 45 | 8.2% |
공 | 25 | 4.6% |
축 | 19 | 3.5% |
압 | 19 | 3.5% |
착 | 14 | 2.6% |
정 | 12 | 2.2% |
임 | 12 | 2.2% |
Other values (67) | 186 |
Uppercase Letter
Value | Count | Frequency (%) |
T | 7 | 11.7% |
S | 5 | 8.3% |
R | 4 | 6.7% |
A | 4 | 6.7% |
B | 4 | 6.7% |
H | 4 | 6.7% |
W | 4 | 6.7% |
G | 3 | 5.0% |
C | 3 | 5.0% |
M | 3 | 5.0% |
Other values (12) | 19 |
Lowercase Letter
Value | Count | Frequency (%) |
m | 14 | |
n | 5 | 13.2% |
l | 4 | 10.5% |
o | 2 | 5.3% |
d | 2 | 5.3% |
g | 2 | 5.3% |
e | 2 | 5.3% |
r | 2 | 5.3% |
s | 2 | 5.3% |
a | 2 | 5.3% |
Decimal Number
Value | Count | Frequency (%) |
1 | 124 | |
0 | 52 | |
2 | 42 | 15.2% |
5 | 14 | 5.1% |
3 | 13 | 4.7% |
8 | 11 | 4.0% |
6 | 8 | 2.9% |
4 | 6 | 2.2% |
7 | 4 | 1.4% |
9 | 3 | 1.1% |
Other Punctuation
Value | Count | Frequency (%) |
. | 55 | |
, | 16 | 17.8% |
: | 13 | 14.4% |
/ | 3 | 3.3% |
? | 2 | 2.2% |
* | 1 | 1.1% |
Other Symbol
Value | Count | Frequency (%) |
㎥ | 1 | |
○ | 1 |
Space Separator
Value | Count | Frequency (%) |
189 |
Control
Value | Count | Frequency (%) |
42 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 24 |
Open Punctuation
Value | Count | Frequency (%) |
( | 23 |
Close Punctuation
Value | Count | Frequency (%) |
) | 22 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 669 | |
Hangul | 549 | |
Latin | 98 | 7.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
기 | 113 | |
시 | 52 | 9.5% |
추 | 52 | 9.5% |
대 | 45 | 8.2% |
공 | 25 | 4.6% |
축 | 19 | 3.5% |
압 | 19 | 3.5% |
착 | 14 | 2.6% |
정 | 12 | 2.2% |
임 | 12 | 2.2% |
Other values (67) | 186 |
Latin
Value | Count | Frequency (%) |
m | 14 | 14.3% |
T | 7 | 7.1% |
n | 5 | 5.1% |
S | 5 | 5.1% |
l | 4 | 4.1% |
R | 4 | 4.1% |
A | 4 | 4.1% |
B | 4 | 4.1% |
H | 4 | 4.1% |
W | 4 | 4.1% |
Other values (23) | 43 |
Common
Value | Count | Frequency (%) |
189 | ||
1 | 124 | |
. | 55 | 8.2% |
0 | 52 | 7.8% |
42 | 6.3% | |
2 | 42 | 6.3% |
- | 24 | 3.6% |
( | 23 | 3.4% |
) | 22 | 3.3% |
, | 16 | 2.4% |
Other values (13) | 80 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 763 | |
Hangul | 549 | |
None | 2 | 0.2% |
CJK Compat | 1 | 0.1% |
Geometric Shapes | 1 | 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
189 | ||
1 | 124 | |
. | 55 | 7.2% |
0 | 52 | 6.8% |
42 | 5.5% | |
2 | 42 | 5.5% |
- | 24 | 3.1% |
( | 23 | 3.0% |
) | 22 | 2.9% |
, | 16 | 2.1% |
Other values (43) | 174 |
Hangul
Value | Count | Frequency (%) |
기 | 113 | |
시 | 52 | 9.5% |
추 | 52 | 9.5% |
대 | 45 | 8.2% |
공 | 25 | 4.6% |
축 | 19 | 3.5% |
압 | 19 | 3.5% |
착 | 14 | 2.6% |
정 | 12 | 2.2% |
임 | 12 | 2.2% |
Other values (67) | 186 |
None
Value | Count | Frequency (%) |
? | 2 |
CJK Compat
Value | Count | Frequency (%) |
㎥ | 1 |
Geometric Shapes
Value | Count | Frequency (%) |
○ | 1 |
타기관이전여부
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 884.0 B |
0 | |
---|---|
1 | 6 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 88 | |
1 | 6 | 6.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 88 | |
1 | 6 | 6.4% |
Unnamed: 32
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 94 |
---|---|
Missing (%) | 100.0% |
Memory size | 978.0 B |
번호 | 개방서비스명 | 개방서비스id | 개방자치단체코드 | 관리번호 | 인허가일자 | 인허가취소일자 | 영업상태구분코드 | 영업상태명 | 상세영업상태코드 | 상세영업상태명 | 폐업일자 | 휴업시작일자 | 휴업종료일자 | 재개업일자 | 소재지전화 | 소재지면적 | 소재지우편번호 | 소재지전체주소 | 도로명전체주소 | 도로명우편번호 | 사업장명 | 최종수정시점 | 데이터갱신구분 | 데이터갱신일자 | 업태구분명 | 좌표정보(x) | 좌표정보(y) | 전문인력총수 | 자본금 | 시설장비 | 타기관이전여부 | Unnamed: 32 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 지하수시공업체 | 09_29_01_P | 3400000 | C006211751793000000 | 20100507 | 20150521 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 철마면 안평리 626번지 | 부산광역시 기장군 철마면 안평로 81 | <NA> | 부광지질 | 20150521193315 | I | 2018-08-31 23:59:59.0 | <NA> | 397927.11534 | 194658.188974 | 2 | 31600000 | <NA> | 0 | <NA> |
1 | 2 | 지하수시공업체 | 09_29_01_P | 3400000 | C006205202899912L00 | 20001212 | 20151102 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 일광면 신평리 50번지 | 부산광역시 기장군 일광면 문오성길 485-5 | <NA> | 그린개발 | 20151102170706 | I | 2018-08-31 23:59:59.0 | <NA> | 405522.611787 | 202095.80073 | 0 | 62865532 | <NA> | 0 | <NA> |
2 | 3 | 지하수시공업체 | 09_29_01_P | 3400000 | C006104221902329L00 | 20001212 | 20191028 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 정관읍 달산리 998-12 번지 | <NA> | <NA> | 제일전기지하수 | 20191028150652 | U | 2019-10-30 02:40:00.0 | <NA> | <NA> | <NA> | 0 | 31835000 | 1. 시추기 1 | 0 | <NA> |
3 | 4 | 지하수시공업체 | 09_29_01_P | 3400000 | C004705231117811L00 | 19980409 | 20190923 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 동부리 354번지 | <NA> | <NA> | 대지엔지니어링 | 20190924093352 | U | 2019-09-26 02:40:00.0 | <NA> | 401239.929896 | 196579.853586 | 0 | 105677975 | 1. 착정기 1 2. 콤푸레사 1 | 0 | <NA> |
4 | 5 | 지하수시공업체 | 09_29_01_P | 3400000 | C001845110008620L00 | 19990209 | 20180521 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 동부리 278-6번지 | 부산광역시 기장군 기장읍 차성동로 77 | <NA> | (주) 원진 | 20180521155334 | I | 2018-08-31 23:59:59.0 | <NA> | 401687.081587 | 196175.184236 | 0 | 200000000 | 1. 시추기 1, 2. 콤플레샤 1 | 0 | <NA> |
5 | 6 | 지하수시공업체 | 09_29_01_P | 3400000 | C001801111055169L00 | 20161028 | 20191011 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 반송로 1576 | <NA> | (주)보정지질 | 20191011170851 | U | 2019-10-13 02:40:00.0 | <NA> | 401235.136345 | 196516.101464 | 2 | 63930825 | 형식WC-0055 * 등록번호 부산22-1258 | 0 | <NA> |
6 | 7 | 지하수시공업체 | 09_29_01_P | 3400000 | C001801110315697L00 | 20000322 | 20180521 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 동부리 348-2번지 | <NA> | <NA> | (주)동성기초건설 | 20180521155302 | I | 2018-08-31 23:59:59.0 | <NA> | 401356.35344 | 196615.807975 | 0 | 100000000 | 1. 시추기 1 2. 기타장비 | 0 | <NA> |
7 | 8 | 지하수시공업체 | 09_29_01_P | 3400000 | C001801110231794L00 | 19980213 | 20190826 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 청강리 61-10번지 | 부산광역시 기장군 기장읍 기장대로 515 | <NA> | (주)삼우토건 | 20190826171505 | U | 2019-08-28 02:40:00.0 | <NA> | 402008.259489 | 195806.313369 | 0 | 120000000 | <NA> | 0 | <NA> |
8 | 9 | 지하수시공업체 | 09_29_01_P | 3400000 | C001801110206870L00 | 20020404 | 20180521 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 동부리 348-2번지 | <NA> | <NA> | (주)보정지질 | 20180521155227 | I | 2018-08-31 23:59:59.0 | <NA> | 401356.35344 | 196615.807975 | <NA> | 64042487 | 1. 시추기 2 2. 에어콤푸레샤 1 | 0 | <NA> |
9 | 10 | 지하수시공업체 | 09_29_01_P | 3400000 | C001613110004645L00 | 20020404 | 20180521 | 3 | 폐업 | 2 | 취소정지업체 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 기장군 기장읍 동부리 92번지 | <NA> | <NA> | (주)경성기공 | 20180521155319 | I | 2018-08-31 23:59:59.0 | <NA> | 402239.497617 | 196326.916943 | 0 | 119214690 | 1. 착정기(시추기) 2, 2. 기타장비 | 0 | <NA> |
번호 | 개방서비스명 | 개방서비스id | 개방자치단체코드 | 관리번호 | 인허가일자 | 인허가취소일자 | 영업상태구분코드 | 영업상태명 | 상세영업상태코드 | 상세영업상태명 | 폐업일자 | 휴업시작일자 | 휴업종료일자 | 재개업일자 | 소재지전화 | 소재지면적 | 소재지우편번호 | 소재지전체주소 | 도로명전체주소 | 도로명우편번호 | 사업장명 | 최종수정시점 | 데이터갱신구분 | 데이터갱신일자 | 업태구분명 | 좌표정보(x) | 좌표정보(y) | 전문인력총수 | 자본금 | 시설장비 | 타기관이전여부 | Unnamed: 32 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
84 | 85 | 지하수시공업체 | 09_29_01_P | 3290000 | C001942110010596L00 | 19980327 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 부산진구 부전동 394-34 파크빌라 101호 | <NA> | <NA> | (주)하나기초콘설탄트 | 20201222091156 | U | 2020-12-24 02:40:00.0 | <NA> | 387338.543319 | 186622.372701 | 0 | 610000000 | 1. 시추기 1 2. 콤푸레사 1 | 0 | <NA> |
85 | 86 | 지하수시공업체 | 09_29_01_P | 3290000 | C001801110646399L00 | 20090723 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 부산진구 전포동 194-27 남경빌딩 602호 | 부산광역시 부산진구 전포대로 242 (전포동,남경빌딩 602호) | <NA> | (주)신우하이텍 | 20201222091021 | U | 2020-12-24 02:40:00.0 | <NA> | 388153.884601 | 186287.197416 | 2 | 250000000 | 시추기(착정기) YBB180 : 1대 콤프레샤 Ingersoll Rand 825 :1대 | 0 | <NA> |
86 | 87 | 지하수시공업체 | 09_29_01_P | 3290000 | C001801110300036L00 | 20000703 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 부산진구 양정동 150-3 롯데골드로즈 1310호 | 부산광역시 부산진구 중앙대로 993, 1310호 (양정동,롯데골드로즈) | <NA> | 구구기초개발㈜ | 20201221181447 | U | 2020-12-23 02:40:00.0 | <NA> | 388926.255489 | 188502.470592 | <NA> | 800000000 | 1. 시추기 1 | 0 | <NA> |
87 | 88 | 지하수시공업체 | 09_29_01_P | 3290000 | C001801110163202L00 | 19980327 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 부산진구 부전동 350-74 | <NA> | <NA> | 만호기초개발(주) | 20201222091423 | U | 2020-12-24 02:40:00.0 | <NA> | <NA> | <NA> | 0 | 250000000 | 1. 천공기(시추기) 1, 2. 콤푸레샤 1 | 0 | <NA> |
88 | 89 | 지하수시공업체 | 09_29_01_P | 3290000 | C001801110091271L00 | 19980218 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 부산진구 범천동 839-32 신부산빌딩 9층 | 부산광역시 부산진구 자유평화로3번길 14-21 (범천동,신부산빌딩 9층) | <NA> | ㈜동남기초 | 20201222091520 | U | 2020-12-24 02:40:00.0 | <NA> | 387840.784137 | 184510.669757 | 6 | 600000000 | 1. 시추기 | 0 | <NA> |
89 | 90 | 지하수시공업체 | 09_29_01_P | 3280000 | C005407151106320000 | 20110308 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 영도구 청학동 457-51번지 4통2반 | 부산광역시 영도구 청학남로 18-8 (청학동) | <NA> | 이상암 | 20110308180059 | I | 2018-08-31 23:59:59.0 | <NA> | 387739.294973 | 178679.952219 | 0 | 0 | <NA> | 0 | <NA> |
90 | 91 | 지하수시공업체 | 09_29_01_P | 3280000 | C004405111106311000 | 20110307 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 영도구 동삼동 973-9번지 6통4반 | 부산광역시 영도구 태종로802번길 43-14 (동삼동) | <NA> | 장정성 | 20110307164119 | I | 2018-08-31 23:59:59.0 | <NA> | 389512.413485 | 175923.048332 | 0 | 0 | <NA> | 0 | <NA> |
91 | 92 | 지하수시공업체 | 09_29_01_P | 3270000 | C001801110315837L00 | 20000425 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 동구 초량동 135-48번지 | <NA> | <NA> | ㈜성진엔지니어링 | 20150907130914 | I | 2018-08-31 23:59:59.0 | <NA> | 385872.188077 | 182068.435002 | 5 | 100000000 | <NA> | 0 | <NA> |
92 | 93 | 지하수시공업체 | 09_29_01_P | 3270000 | C001801110221232L00 | 19980213 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 동구 초량동 1161-9번지 | 부산광역시 동구 중앙대로286번길 9 (초량동) | <NA> | (주)동진기초 | 20200210114804 | U | 2020-02-12 02:40:00.0 | <NA> | 386325.816948 | 182210.916728 | 0 | 50000000 | 1. 시추기 1 | 0 | <NA> |
93 | 94 | 지하수시공업체 | 09_29_01_P | 3270000 | C001801102221232L00 | 19980213 | <NA> | 1 | 영업/정상 | 1 | 영업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 동구 초량동 1161-9번지 | 부산광역시 동구 중앙대로286번길 9 (초량동) | <NA> | ㈜동진기초 | 20030501204848 | I | 2018-08-31 23:59:59.0 | <NA> | 386325.816948 | 182210.916728 | 0 | 50000000 | 1. 시추기 1 | 0 | <NA> |