Dataset statistics
Number of variables | 60 |
---|---|
Number of observations | 2590 |
Missing cells | 81553 |
Missing cells (%) | 52.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.3 MiB |
Average record size in memory | 523.1 B |
Variable types
Numeric | 14 |
---|---|
Categorical | 14 |
Text | 6 |
Unsupported | 25 |
DateTime | 1 |
Dataset
Description | 2021-04-01 |
---|---|
Author | 지방행정인허가공개데이터 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123087 |
개방서비스명 has constant value "" | Constant |
개방서비스id has constant value "" | Constant |
문화체육업종명 has constant value "" | Constant |
문화사업자구분명 has constant value "" | Constant |
인허가취소일자 is highly imbalanced (99.4%) | Imbalance |
상세영업상태명 is highly imbalanced (65.5%) | Imbalance |
휴업시작일자 is highly imbalanced (99.4%) | Imbalance |
휴업종료일자 is highly imbalanced (99.4%) | Imbalance |
주변환경명 is highly imbalanced (84.7%) | Imbalance |
건물용도명 is highly imbalanced (72.7%) | Imbalance |
지역구분명 is highly imbalanced (79.1%) | Imbalance |
폐업일자 has 1897 (73.2%) missing values | Missing |
재개업일자 has 2590 (100.0%) missing values | Missing |
소재지전화 has 1074 (41.5%) missing values | Missing |
소재지면적 has 2590 (100.0%) missing values | Missing |
소재지우편번호 has 1127 (43.5%) missing values | Missing |
소재지전체주소 has 58 (2.2%) missing values | Missing |
도로명전체주소 has 86 (3.3%) missing values | Missing |
도로명우편번호 has 713 (27.5%) missing values | Missing |
업태구분명 has 2590 (100.0%) missing values | Missing |
좌표정보(x) has 65 (2.5%) missing values | Missing |
좌표정보(y) has 65 (2.5%) missing values | Missing |
총층수 has 2301 (88.8%) missing values | Missing |
제작취급품목내용 has 2584 (99.8%) missing values | Missing |
시설면적 has 2168 (83.7%) missing values | Missing |
지상층수 has 2229 (86.1%) missing values | Missing |
지하층수 has 2436 (94.1%) missing values | Missing |
통로너비 has 2590 (100.0%) missing values | Missing |
조명시설조도 has 2590 (100.0%) missing values | Missing |
노래방실수 has 2590 (100.0%) missing values | Missing |
청소년실수 has 2590 (100.0%) missing values | Missing |
비상계단여부 has 2590 (100.0%) missing values | Missing |
비상구여부 has 2590 (100.0%) missing values | Missing |
자동환기여부 has 2590 (100.0%) missing values | Missing |
청소년실여부 has 2590 (100.0%) missing values | Missing |
특수조명여부 has 2590 (100.0%) missing values | Missing |
방음시설여부 has 2590 (100.0%) missing values | Missing |
비디오재생기명 has 2590 (100.0%) missing values | Missing |
조명시설유무 has 2590 (100.0%) missing values | Missing |
음향시설여부 has 2590 (100.0%) missing values | Missing |
편의시설여부 has 2590 (100.0%) missing values | Missing |
소방시설여부 has 2590 (100.0%) missing values | Missing |
총게임기수 has 2590 (100.0%) missing values | Missing |
기존게임업외업종명 has 2590 (100.0%) missing values | Missing |
제공게임물명 has 2590 (100.0%) missing values | Missing |
공연장형태구분명 has 2590 (100.0%) missing values | Missing |
품목명 has 2590 (100.0%) missing values | Missing |
최초등록시점 has 2590 (100.0%) missing values | Missing |
Unnamed: 59 has 2590 (100.0%) missing values | Missing |
인허가일자 is highly skewed (γ1 = -39.59826457) | Skewed |
소재지우편번호 is highly skewed (γ1 = -31.28628321) | Skewed |
번호 has unique values | Unique |
재개업일자 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 |
업태구분명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
통로너비 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조명시설조도 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
노래방실수 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
청소년실수 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
비상계단여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
비상구여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
자동환기여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
청소년실여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
특수조명여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
방음시설여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
비디오재생기명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조명시설유무 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
음향시설여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
편의시설여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
소방시설여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
총게임기수 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
기존게임업외업종명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
제공게임물명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
공연장형태구분명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
품목명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
최초등록시점 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 59 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
총층수 has 29 (1.1%) zeros | Zeros |
시설면적 has 29 (1.1%) zeros | Zeros |
지상층수 has 27 (1.0%) zeros | Zeros |
지하층수 has 41 (1.6%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 20:50:59.048192 |
---|---|
Analysis finished | 2024-04-16 20:51:00.188574 |
Duration | 1.14 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
번호
Real number (ℝ)
UNIQUE
 
Distinct | 2590 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1295.5 |
Minimum | 1 |
---|---|
Maximum | 2590 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 130.45 |
Q1 | 648.25 |
median | 1295.5 |
Q3 | 1942.75 |
95-th percentile | 2460.55 |
Maximum | 2590 |
Range | 2589 |
Interquartile range (IQR) | 1294.5 |
Descriptive statistics
Standard deviation | 747.81292 |
---|---|
Coefficient of variation (CV) | 0.57723884 |
Kurtosis | -1.2 |
Mean | 1295.5 |
Median Absolute Deviation (MAD) | 647.5 |
Skewness | 0 |
Sum | 3355345 |
Variance | 559224.17 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | < 0.1% |
1702 | 1 | < 0.1% |
1724 | 1 | < 0.1% |
1725 | 1 | < 0.1% |
1726 | 1 | < 0.1% |
1727 | 1 | < 0.1% |
1728 | 1 | < 0.1% |
1729 | 1 | < 0.1% |
1730 | 1 | < 0.1% |
1731 | 1 | < 0.1% |
Other values (2580) | 2580 |
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 (%) |
2590 | 1 | |
2589 | 1 | |
2588 | 1 | |
2587 | 1 | |
2586 | 1 | |
2585 | 1 | |
2584 | 1 | |
2583 | 1 | |
2582 | 1 | |
2581 | 1 |
개방서비스명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
출판사 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 출판사 |
---|---|
2nd row | 출판사 |
3rd row | 출판사 |
4th row | 출판사 |
5th row | 출판사 |
Common Values
Value | Count | Frequency (%) |
출판사 | 2590 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
출판사 | 2590 |
개방서비스id
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
04_17_01_P |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 04_17_01_P |
---|---|
2nd row | 04_17_01_P |
3rd row | 04_17_01_P |
4th row | 04_17_01_P |
5th row | 04_17_01_P |
Common Values
Value | Count | Frequency (%) |
04_17_01_P | 2590 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
04_17_01_p | 2590 |
개방자치단체코드
Real number (ℝ)
Distinct | 16 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3318420.8 |
Minimum | 3250000 |
---|---|
Maximum | 3400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 3250000 |
---|---|
5-th percentile | 3250000 |
Q1 | 3290000 |
median | 3320000 |
Q3 | 3350000 |
95-th percentile | 3390000 |
Maximum | 3400000 |
Range | 150000 |
Interquartile range (IQR) | 60000 |
Descriptive statistics
Standard deviation | 41944.073 |
---|---|
Coefficient of variation (CV) | 0.012639769 |
Kurtosis | -0.89764993 |
Mean | 3318420.8 |
Median Absolute Deviation (MAD) | 30000 |
Skewness | 0.097273108 |
Sum | 8.59471 × 109 |
Variance | 1.7593052 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3290000 | 449 | |
3330000 | 421 | |
3250000 | 268 | |
3350000 | 204 | |
3310000 | 183 | |
3380000 | 172 | 6.6% |
3370000 | 159 | 6.1% |
3300000 | 147 | 5.7% |
3390000 | 108 | 4.2% |
3270000 | 97 | 3.7% |
Other values (6) | 382 |
Value | Count | Frequency (%) |
3250000 | 268 | |
3260000 | 64 | 2.5% |
3270000 | 97 | 3.7% |
3280000 | 50 | 1.9% |
3290000 | 449 | |
3300000 | 147 | 5.7% |
3310000 | 183 | |
3320000 | 92 | 3.6% |
3330000 | 421 | |
3340000 | 94 | 3.6% |
Value | Count | Frequency (%) |
3400000 | 57 | 2.2% |
3390000 | 108 | 4.2% |
3380000 | 172 | |
3370000 | 159 | 6.1% |
3360000 | 25 | 1.0% |
3350000 | 204 | |
3340000 | 94 | 3.6% |
3330000 | 421 | |
3320000 | 92 | 3.6% |
3310000 | 183 |
관리번호
Text
Distinct | 673 |
---|---|
Distinct (%) | 26.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 20 |
Min length | 20 |
Characters and Unicode
Total characters | 51800 |
---|---|
Distinct characters | 14 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 264 ? |
---|---|
Unique (%) | 10.2% |
Sample
1st row | CDFG1251002019000001 |
---|---|
2nd row | CDFG1251002017000003 |
3rd row | CDFG1251002011000006 |
4th row | CDFG1251001988000002 |
5th row | CDFG1251002011000015 |
Value | Count | Frequency (%) |
cdfg1251002020000001 | 16 | 0.6% |
cdfg1251002017000004 | 15 | 0.6% |
cdfg1251002019000002 | 15 | 0.6% |
cdfg1251002020000003 | 15 | 0.6% |
cdfg1251002017000001 | 15 | 0.6% |
cdfg1251002018000002 | 14 | 0.5% |
cdfg1251002019000001 | 14 | 0.5% |
cdfg1251002019000004 | 14 | 0.5% |
cdfg1251002017000002 | 14 | 0.5% |
cdfg1251002018000001 | 14 | 0.5% |
Other values (663) | 2444 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 20754 | |
1 | 8137 | 15.7% |
2 | 5887 | 11.4% |
5 | 3105 | 6.0% |
C | 2590 | 5.0% |
D | 2590 | 5.0% |
F | 2590 | 5.0% |
G | 2590 | 5.0% |
9 | 954 | 1.8% |
8 | 557 | 1.1% |
Other values (4) | 2046 | 3.9% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 41440 | |
Uppercase Letter | 10360 | 20.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 20754 | |
1 | 8137 | 19.6% |
2 | 5887 | 14.2% |
5 | 3105 | 7.5% |
9 | 954 | 2.3% |
8 | 557 | 1.3% |
3 | 540 | 1.3% |
4 | 524 | 1.3% |
7 | 503 | 1.2% |
6 | 479 | 1.2% |
Uppercase Letter
Value | Count | Frequency (%) |
C | 2590 | |
D | 2590 | |
F | 2590 | |
G | 2590 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 41440 | |
Latin | 10360 | 20.0% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 20754 | |
1 | 8137 | 19.6% |
2 | 5887 | 14.2% |
5 | 3105 | 7.5% |
9 | 954 | 2.3% |
8 | 557 | 1.3% |
3 | 540 | 1.3% |
4 | 524 | 1.3% |
7 | 503 | 1.2% |
6 | 479 | 1.2% |
Latin
Value | Count | Frequency (%) |
C | 2590 | |
D | 2590 | |
F | 2590 | |
G | 2590 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 51800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 20754 | |
1 | 8137 | 15.7% |
2 | 5887 | 11.4% |
5 | 3105 | 6.0% |
C | 2590 | 5.0% |
D | 2590 | 5.0% |
F | 2590 | 5.0% |
G | 2590 | 5.0% |
9 | 954 | 1.8% |
8 | 557 | 1.1% |
Other values (4) | 2046 | 3.9% |
인허가일자
Real number (ℝ)
SKEWED
 
Distinct | 2036 |
---|---|
Distinct (%) | 78.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20098597 |
Minimum | 10011025 |
---|---|
Maximum | 20210224 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 10011025 |
---|---|
5-th percentile | 19931008 |
Q1 | 20053446 |
median | 20121031 |
Q3 | 20170524 |
95-th percentile | 20200621 |
Maximum | 20210224 |
Range | 10199199 |
Interquartile range (IQR) | 117077.5 |
Descriptive statistics
Standard deviation | 215692.99 |
---|---|
Coefficient of variation (CV) | 0.010731743 |
Kurtosis | 1849.2394 |
Mean | 20098597 |
Median Absolute Deviation (MAD) | 50810 |
Skewness | -39.598265 |
Sum | 5.2055367 × 1010 |
Variance | 4.6523464 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20021212 | 16 | 0.6% |
20181030 | 5 | 0.2% |
20131122 | 4 | 0.2% |
20190110 | 4 | 0.2% |
20110622 | 4 | 0.2% |
20120831 | 4 | 0.2% |
20141111 | 4 | 0.2% |
20150922 | 4 | 0.2% |
20130327 | 4 | 0.2% |
20180405 | 4 | 0.2% |
Other values (2026) | 2537 |
Value | Count | Frequency (%) |
10011025 | 1 | |
19670904 | 1 | |
19700723 | 1 | |
19750129 | 1 | |
19780526 | 1 | |
19790420 | 1 | |
19800117 | 1 | |
19800408 | 1 | |
19810318 | 1 | |
19820317 | 1 |
Value | Count | Frequency (%) |
20210224 | 1 | |
20210223 | 1 | |
20210222 | 1 | |
20210219 | 2 | |
20210215 | 1 | |
20210210 | 1 | |
20210209 | 1 | |
20210208 | 1 | |
20210207 | 1 | |
20210205 | 1 |
인허가취소일자
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
20170224 | 1 |
20200423 | 1 |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.0030888 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2588 | |
20170224 | 1 | < 0.1% |
20200423 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 2588 | |
20170224 | 1 | < 0.1% |
20200423 | 1 | < 0.1% |
영업상태구분코드
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
1 | |
---|---|
3 | |
4 | 79 |
2 | 2 |
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 | 1864 | |
3 | 645 | 24.9% |
4 | 79 | 3.1% |
2 | 2 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 1864 | |
3 | 645 | 24.9% |
4 | 79 | 3.1% |
2 | 2 | 0.1% |
영업상태명
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
영업/정상 | |
---|---|
폐업 | |
취소/말소/만료/정지/중지 | 79 |
휴업 | 2 |
Length
Max length | 14 |
---|---|
Median length | 5 |
Mean length | 4.5250965 |
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 | 1864 | |
폐업 | 645 | 24.9% |
취소/말소/만료/정지/중지 | 79 | 3.1% |
휴업 | 2 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
영업/정상 | 1864 | |
폐업 | 645 | 24.9% |
취소/말소/만료/정지/중지 | 79 | 3.1% |
휴업 | 2 | 0.1% |
상세영업상태코드
Real number (ℝ)
Distinct | 8 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.147876 |
Minimum | 2 |
---|---|
Maximum | 35 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 3 |
Q1 | 13 |
median | 13 |
Q3 | 13 |
95-th percentile | 13 |
Maximum | 35 |
Range | 33 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 5.9462107 |
---|---|
Coefficient of variation (CV) | 0.53339402 |
Kurtosis | 4.976983 |
Mean | 11.147876 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.1801711 |
Sum | 28873 |
Variance | 35.357421 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 1863 | |
3 | 645 | 24.9% |
35 | 63 | 2.4% |
31 | 13 | 0.5% |
30 | 2 | 0.1% |
2 | 2 | 0.1% |
33 | 1 | < 0.1% |
14 | 1 | < 0.1% |
Value | Count | Frequency (%) |
2 | 2 | 0.1% |
3 | 645 | 24.9% |
13 | 1863 | |
14 | 1 | < 0.1% |
30 | 2 | 0.1% |
31 | 13 | 0.5% |
33 | 1 | < 0.1% |
35 | 63 | 2.4% |
Value | Count | Frequency (%) |
35 | 63 | 2.4% |
33 | 1 | < 0.1% |
31 | 13 | 0.5% |
30 | 2 | 0.1% |
14 | 1 | < 0.1% |
13 | 1863 | |
3 | 645 | 24.9% |
2 | 2 | 0.1% |
상세영업상태명
Categorical
IMBALANCE
 
Distinct | 8 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
영업중 | |
---|---|
폐업 | |
직권말소 | 63 |
등록취소 | 13 |
허가취소 | 2 |
Other values (3) | 4 |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.7803089 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 폐업 |
---|---|
2nd row | 폐업 |
3rd row | 폐업 |
4th row | 폐업 |
5th row | 폐업 |
Common Values
Value | Count | Frequency (%) |
영업중 | 1863 | |
폐업 | 645 | 24.9% |
직권말소 | 63 | 2.4% |
등록취소 | 13 | 0.5% |
허가취소 | 2 | 0.1% |
휴업 | 2 | 0.1% |
지정취소 | 1 | < 0.1% |
전입 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
영업중 | 1863 | |
폐업 | 645 | 24.9% |
직권말소 | 63 | 2.4% |
등록취소 | 13 | 0.5% |
허가취소 | 2 | 0.1% |
휴업 | 2 | 0.1% |
지정취소 | 1 | < 0.1% |
전입 | 1 | < 0.1% |
폐업일자
Real number (ℝ)
MISSING
 
Distinct | 504 |
---|---|
Distinct (%) | 72.7% |
Missing | 1897 |
Missing (%) | 73.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20120815 |
Minimum | 19940331 |
---|---|
Maximum | 20210217 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 19940331 |
---|---|
5-th percentile | 20000821 |
Q1 | 20070803 |
median | 20140320 |
Q3 | 20171124 |
95-th percentile | 20200805 |
Maximum | 20210217 |
Range | 269886 |
Interquartile range (IQR) | 100321 |
Descriptive statistics
Standard deviation | 66689.044 |
---|---|
Coefficient of variation (CV) | 0.0033144305 |
Kurtosis | -0.96081137 |
Mean | 20120815 |
Median Absolute Deviation (MAD) | 49109 |
Skewness | -0.57384713 |
Sum | 1.3943725 × 1010 |
Variance | 4.4474286 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20000821 | 66 | 2.5% |
20170201 | 60 | 2.3% |
20000914 | 4 | 0.2% |
20210120 | 3 | 0.1% |
20190306 | 3 | 0.1% |
20020918 | 3 | 0.1% |
20190128 | 3 | 0.1% |
20180316 | 3 | 0.1% |
20131230 | 3 | 0.1% |
20170728 | 2 | 0.1% |
Other values (494) | 543 | 21.0% |
(Missing) | 1897 |
Value | Count | Frequency (%) |
19940331 | 1 | < 0.1% |
19990714 | 1 | < 0.1% |
19990920 | 1 | < 0.1% |
20000229 | 1 | < 0.1% |
20000428 | 1 | < 0.1% |
20000429 | 1 | < 0.1% |
20000508 | 1 | < 0.1% |
20000711 | 2 | 0.1% |
20000718 | 1 | < 0.1% |
20000821 | 66 |
Value | Count | Frequency (%) |
20210217 | 1 | < 0.1% |
20210205 | 1 | < 0.1% |
20210203 | 1 | < 0.1% |
20210202 | 2 | |
20210201 | 1 | < 0.1% |
20210129 | 2 | |
20210122 | 1 | < 0.1% |
20210121 | 1 | < 0.1% |
20210120 | 3 | |
20210118 | 2 |
휴업시작일자
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
20170828 | 1 |
20141223 | 1 |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.0030888 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2588 | |
20170828 | 1 | < 0.1% |
20141223 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 2588 | |
20170828 | 1 | < 0.1% |
20141223 | 1 | < 0.1% |
휴업종료일자
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
20270827 | 1 |
20150623 | 1 |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.0030888 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2588 | |
20270827 | 1 | < 0.1% |
20150623 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 2588 | |
20270827 | 1 | < 0.1% |
20150623 | 1 | < 0.1% |
재개업일자
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
소재지전화
Text
MISSING
 
Distinct | 1447 |
---|---|
Distinct (%) | 95.4% |
Missing | 1074 |
Missing (%) | 41.5% |
Memory size | 20.4 KiB |
Length
Max length | 17 |
---|---|
Median length | 14 |
Mean length | 10.147098 |
Min length | 1 |
Characters and Unicode
Total characters | 15383 |
---|---|
Distinct characters | 17 |
Distinct categories | 6 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 1406 ? |
---|---|
Unique (%) | 92.7% |
Sample
1st row | 051-246-1850 |
---|---|
2nd row | 246-3436 |
3rd row | 051-468-3511 |
4th row | 246-5667 |
5th row | 246-5721,245-6486 |
Value | Count | Frequency (%) |
21 | 1.4% | |
051-000-0000 | 7 | 0.5% |
0 | 4 | 0.3% |
999-9999 | 3 | 0.2% |
070-7500-3600 | 3 | 0.2% |
051-253-0001 | 3 | 0.2% |
818-1661 | 2 | 0.1% |
051-363-3600 | 2 | 0.1% |
051-863-9786 | 2 | 0.1% |
051-245-2337 | 2 | 0.1% |
Other values (1436) | 1467 |
Most occurring characters
Value | Count | Frequency (%) |
- | 2225 | |
0 | 2191 | |
5 | 1855 | |
1 | 1802 | |
4 | 1151 | |
6 | 1103 | |
8 | 1099 | |
7 | 1073 | |
3 | 1051 | |
2 | 1015 | |
Other values (7) | 818 | 5.3% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 13094 | |
Dash Punctuation | 2225 | 14.5% |
Close Punctuation | 40 | 0.3% |
Other Punctuation | 19 | 0.1% |
Open Punctuation | 3 | < 0.1% |
Math Symbol | 2 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 2191 | |
5 | 1855 | |
1 | 1802 | |
4 | 1151 | |
6 | 1103 | |
8 | 1099 | |
7 | 1073 | |
3 | 1051 | |
2 | 1015 | |
9 | 754 | 5.8% |
Other Punctuation
Value | Count | Frequency (%) |
. | 12 | |
, | 5 | |
* | 2 | 10.5% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 2225 |
Close Punctuation
Value | Count | Frequency (%) |
) | 40 |
Open Punctuation
Value | Count | Frequency (%) |
( | 3 |
Math Symbol
Value | Count | Frequency (%) |
~ | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 15383 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
- | 2225 | |
0 | 2191 | |
5 | 1855 | |
1 | 1802 | |
4 | 1151 | |
6 | 1103 | |
8 | 1099 | |
7 | 1073 | |
3 | 1051 | |
2 | 1015 | |
Other values (7) | 818 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 15383 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 2225 | |
0 | 2191 | |
5 | 1855 | |
1 | 1802 | |
4 | 1151 | |
6 | 1103 | |
8 | 1099 | |
7 | 1073 | |
3 | 1051 | |
2 | 1015 | |
Other values (7) | 818 | 5.3% |
소재지면적
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
소재지우편번호
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 605 |
---|---|
Distinct (%) | 41.4% |
Missing | 1127 |
Missing (%) | 43.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 609702.04 |
Minimum | 47276 |
---|---|
Maximum | 619963 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 47276 |
---|---|
5-th percentile | 600024 |
Q1 | 607769 |
median | 611827 |
Q3 | 614829 |
95-th percentile | 617756.6 |
Maximum | 619963 |
Range | 572687 |
Interquartile range (IQR) | 7060 |
Descriptive statistics
Standard deviation | 15736.338 |
---|---|
Coefficient of variation (CV) | 0.025809883 |
Kurtosis | 1117.7068 |
Mean | 609702.04 |
Median Absolute Deviation (MAD) | 3026 |
Skewness | -31.286283 |
Sum | 8.9199409 × 108 |
Variance | 2.4763234 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
614850 | 47 | 1.8% |
600024 | 30 | 1.2% |
614829 | 29 | 1.1% |
600815 | 24 | 0.9% |
600091 | 19 | 0.7% |
600013 | 18 | 0.7% |
612020 | 16 | 0.6% |
614854 | 15 | 0.6% |
614843 | 15 | 0.6% |
600082 | 15 | 0.6% |
Other values (595) | 1235 | |
(Missing) | 1127 |
Value | Count | Frequency (%) |
47276 | 1 | < 0.1% |
600011 | 2 | 0.1% |
600012 | 15 | |
600013 | 18 | |
600014 | 2 | 0.1% |
600016 | 2 | 0.1% |
600021 | 1 | < 0.1% |
600022 | 3 | 0.1% |
600023 | 3 | 0.1% |
600024 | 30 |
Value | Count | Frequency (%) |
619963 | 2 | |
619961 | 2 | |
619952 | 1 | < 0.1% |
619913 | 1 | < 0.1% |
619906 | 2 | |
619905 | 2 | |
619904 | 2 | |
619903 | 3 | |
619902 | 3 | |
619901 | 1 | < 0.1% |
소재지전체주소
Text
MISSING
 
Distinct | 2372 |
---|---|
Distinct (%) | 93.7% |
Missing | 58 |
Missing (%) | 2.2% |
Memory size | 20.4 KiB |
Length
Max length | 52 |
---|---|
Median length | 46 |
Mean length | 26.656398 |
Min length | 12 |
Characters and Unicode
Total characters | 67494 |
---|---|
Distinct characters | 447 |
Distinct categories | 10 ? |
Distinct scripts | 3 ? |
Distinct blocks | 3 ? |
Unique
Unique | 2246 ? |
---|---|
Unique (%) | 88.7% |
Sample
1st row | 부산광역시 중구 신창동2가 2-10번지 |
---|---|
2nd row | 부산광역시 중구 부평동3가 43-7번지 4층 |
3rd row | 부산광역시 중구 중앙동2가 49-31번지 |
4th row | 부산광역시 중구 동광동5가 48-6번지 청암빌딩 1층 |
5th row | 부산광역시 중구 신창동1가 40번지 |
Value | Count | Frequency (%) |
부산광역시 | 2532 | 20.0% |
부산진구 | 448 | 3.5% |
해운대구 | 405 | 3.2% |
중구 | 260 | 2.1% |
금정구 | 203 | 1.6% |
남구 | 174 | 1.4% |
수영구 | 171 | 1.4% |
우동 | 170 | 1.3% |
연제구 | 159 | 1.3% |
부전동 | 148 | 1.2% |
Other values (3427) | 7962 |
Most occurring characters
Value | Count | Frequency (%) |
10103 | 15.0% | |
1 | 3290 | 4.9% |
부 | 3276 | 4.9% |
동 | 3260 | 4.8% |
산 | 3242 | 4.8% |
광 | 2671 | 4.0% |
시 | 2609 | 3.9% |
구 | 2550 | 3.8% |
역 | 2537 | 3.8% |
지 | 2348 | 3.5% |
Other values (437) | 31608 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 40840 | |
Decimal Number | 14241 | 21.1% |
Space Separator | 10103 | 15.0% |
Dash Punctuation | 1991 | 2.9% |
Uppercase Letter | 165 | 0.2% |
Close Punctuation | 55 | 0.1% |
Open Punctuation | 55 | 0.1% |
Other Punctuation | 26 | < 0.1% |
Lowercase Letter | 17 | < 0.1% |
Math Symbol | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
부 | 3276 | 8.0% |
동 | 3260 | 8.0% |
산 | 3242 | 7.9% |
광 | 2671 | 6.5% |
시 | 2609 | 6.4% |
구 | 2550 | 6.2% |
역 | 2537 | 6.2% |
지 | 2348 | 5.7% |
번 | 2257 | 5.5% |
대 | 761 | 1.9% |
Other values (384) | 15329 |
Uppercase Letter
Value | Count | Frequency (%) |
B | 20 | |
A | 16 | 9.7% |
T | 15 | 9.1% |
S | 12 | 7.3% |
K | 11 | 6.7% |
O | 11 | 6.7% |
L | 10 | 6.1% |
C | 10 | 6.1% |
D | 9 | 5.5% |
I | 9 | 5.5% |
Other values (11) | 42 |
Lowercase Letter
Value | Count | Frequency (%) |
c | 3 | |
e | 3 | |
n | 2 | |
a | 1 | 5.9% |
w | 1 | 5.9% |
v | 1 | 5.9% |
m | 1 | 5.9% |
k | 1 | 5.9% |
p | 1 | 5.9% |
y | 1 | 5.9% |
Other values (2) | 2 |
Decimal Number
Value | Count | Frequency (%) |
1 | 3290 | |
2 | 1889 | |
0 | 1580 | |
3 | 1533 | |
4 | 1406 | |
5 | 1159 | 8.1% |
6 | 1004 | 7.1% |
7 | 867 | 6.1% |
8 | 806 | 5.7% |
9 | 707 | 5.0% |
Other Punctuation
Value | Count | Frequency (%) |
/ | 12 | |
, | 6 | |
@ | 4 | 15.4% |
& | 3 | 11.5% |
· | 1 | 3.8% |
Space Separator
Value | Count | Frequency (%) |
10103 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1991 |
Close Punctuation
Value | Count | Frequency (%) |
) | 55 |
Open Punctuation
Value | Count | Frequency (%) |
( | 55 |
Math Symbol
Value | Count | Frequency (%) |
~ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 40840 | |
Common | 26472 | |
Latin | 182 | 0.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
부 | 3276 | 8.0% |
동 | 3260 | 8.0% |
산 | 3242 | 7.9% |
광 | 2671 | 6.5% |
시 | 2609 | 6.4% |
구 | 2550 | 6.2% |
역 | 2537 | 6.2% |
지 | 2348 | 5.7% |
번 | 2257 | 5.5% |
대 | 761 | 1.9% |
Other values (384) | 15329 |
Latin
Value | Count | Frequency (%) |
B | 20 | 11.0% |
A | 16 | 8.8% |
T | 15 | 8.2% |
S | 12 | 6.6% |
K | 11 | 6.0% |
O | 11 | 6.0% |
L | 10 | 5.5% |
C | 10 | 5.5% |
D | 9 | 4.9% |
I | 9 | 4.9% |
Other values (23) | 59 |
Common
Value | Count | Frequency (%) |
10103 | ||
1 | 3290 | 12.4% |
- | 1991 | 7.5% |
2 | 1889 | 7.1% |
0 | 1580 | 6.0% |
3 | 1533 | 5.8% |
4 | 1406 | 5.3% |
5 | 1159 | 4.4% |
6 | 1004 | 3.8% |
7 | 867 | 3.3% |
Other values (10) | 1650 | 6.2% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 40840 | |
ASCII | 26653 | |
None | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
10103 | ||
1 | 3290 | 12.3% |
- | 1991 | 7.5% |
2 | 1889 | 7.1% |
0 | 1580 | 5.9% |
3 | 1533 | 5.8% |
4 | 1406 | 5.3% |
5 | 1159 | 4.3% |
6 | 1004 | 3.8% |
7 | 867 | 3.3% |
Other values (42) | 1831 | 6.9% |
Hangul
Value | Count | Frequency (%) |
부 | 3276 | 8.0% |
동 | 3260 | 8.0% |
산 | 3242 | 7.9% |
광 | 2671 | 6.5% |
시 | 2609 | 6.4% |
구 | 2550 | 6.2% |
역 | 2537 | 6.2% |
지 | 2348 | 5.7% |
번 | 2257 | 5.5% |
대 | 761 | 1.9% |
Other values (384) | 15329 |
None
Value | Count | Frequency (%) |
· | 1 |
도로명전체주소
Text
MISSING
 
Distinct | 2403 |
---|---|
Distinct (%) | 96.0% |
Missing | 86 |
Missing (%) | 3.3% |
Memory size | 20.4 KiB |
Length
Max length | 60 |
---|---|
Median length | 50 |
Mean length | 34.579073 |
Min length | 19 |
Characters and Unicode
Total characters | 86586 |
---|---|
Distinct characters | 501 |
Distinct categories | 10 ? |
Distinct scripts | 3 ? |
Distinct blocks | 3 ? |
Unique
Unique | 2310 ? |
---|---|
Unique (%) | 92.3% |
Sample
1st row | 부산광역시 중구 광복중앙로33번길 16-5, 3층 (신창동2가) |
---|---|
2nd row | 부산광역시 중구 대청로131번길 8-1 (동광동4가) |
3rd row | 부산광역시 중구 흑교로 15 (부평동3가,4층) |
4th row | 부산광역시 중구 해관로 41-2 (중앙동2가) |
5th row | 부산광역시 중구 동광길 25 (동광동5가) |
Value | Count | Frequency (%) |
부산광역시 | 2504 | 15.7% |
부산진구 | 421 | 2.6% |
해운대구 | 417 | 2.6% |
중구 | 248 | 1.6% |
금정구 | 203 | 1.3% |
남구 | 180 | 1.1% |
우동 | 172 | 1.1% |
수영구 | 166 | 1.0% |
연제구 | 157 | 1.0% |
동래구 | 143 | 0.9% |
Other values (3550) | 11297 |
Most occurring characters
Value | Count | Frequency (%) |
13855 | 16.0% | |
동 | 3748 | 4.3% |
1 | 3477 | 4.0% |
부 | 3312 | 3.8% |
산 | 3271 | 3.8% |
광 | 2742 | 3.2% |
시 | 2659 | 3.1% |
구 | 2566 | 3.0% |
( | 2523 | 2.9% |
) | 2523 | 2.9% |
Other values (491) | 45910 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 49423 | |
Decimal Number | 15036 | 17.4% |
Space Separator | 13855 | 16.0% |
Open Punctuation | 2523 | 2.9% |
Close Punctuation | 2523 | 2.9% |
Other Punctuation | 2504 | 2.9% |
Dash Punctuation | 491 | 0.6% |
Uppercase Letter | 215 | 0.2% |
Lowercase Letter | 12 | < 0.1% |
Math Symbol | 4 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 3748 | 7.6% |
부 | 3312 | 6.7% |
산 | 3271 | 6.6% |
광 | 2742 | 5.5% |
시 | 2659 | 5.4% |
구 | 2566 | 5.2% |
역 | 2508 | 5.1% |
로 | 2419 | 4.9% |
대 | 1595 | 3.2% |
호 | 1186 | 2.4% |
Other values (438) | 23417 |
Uppercase Letter
Value | Count | Frequency (%) |
B | 31 | |
A | 31 | |
C | 17 | 7.9% |
S | 14 | 6.5% |
T | 13 | 6.0% |
E | 12 | 5.6% |
K | 11 | 5.1% |
D | 11 | 5.1% |
O | 10 | 4.7% |
L | 10 | 4.7% |
Other values (13) | 55 |
Decimal Number
Value | Count | Frequency (%) |
1 | 3477 | |
2 | 2118 | |
0 | 2072 | |
3 | 1662 | |
4 | 1238 | 8.2% |
5 | 1143 | 7.6% |
6 | 991 | 6.6% |
7 | 849 | 5.6% |
8 | 748 | 5.0% |
9 | 738 | 4.9% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 2 | |
s | 2 | |
b | 1 | |
a | 1 | |
p | 1 | |
v | 1 | |
m | 1 | |
c | 1 | |
i | 1 | |
k | 1 |
Other Punctuation
Value | Count | Frequency (%) |
, | 2485 | |
/ | 13 | 0.5% |
& | 3 | 0.1% |
@ | 2 | 0.1% |
· | 1 | < 0.1% |
Space Separator
Value | Count | Frequency (%) |
13855 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2523 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2523 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 491 |
Math Symbol
Value | Count | Frequency (%) |
~ | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 49423 | |
Common | 36936 | |
Latin | 227 | 0.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 3748 | 7.6% |
부 | 3312 | 6.7% |
산 | 3271 | 6.6% |
광 | 2742 | 5.5% |
시 | 2659 | 5.4% |
구 | 2566 | 5.2% |
역 | 2508 | 5.1% |
로 | 2419 | 4.9% |
대 | 1595 | 3.2% |
호 | 1186 | 2.4% |
Other values (438) | 23417 |
Latin
Value | Count | Frequency (%) |
B | 31 | |
A | 31 | |
C | 17 | 7.5% |
S | 14 | 6.2% |
T | 13 | 5.7% |
E | 12 | 5.3% |
K | 11 | 4.8% |
D | 11 | 4.8% |
O | 10 | 4.4% |
L | 10 | 4.4% |
Other values (23) | 67 |
Common
Value | Count | Frequency (%) |
13855 | ||
1 | 3477 | 9.4% |
( | 2523 | 6.8% |
) | 2523 | 6.8% |
, | 2485 | 6.7% |
2 | 2118 | 5.7% |
0 | 2072 | 5.6% |
3 | 1662 | 4.5% |
4 | 1238 | 3.4% |
5 | 1143 | 3.1% |
Other values (10) | 3840 | 10.4% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 49423 | |
ASCII | 37162 | |
None | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
13855 | ||
1 | 3477 | 9.4% |
( | 2523 | 6.8% |
) | 2523 | 6.8% |
, | 2485 | 6.7% |
2 | 2118 | 5.7% |
0 | 2072 | 5.6% |
3 | 1662 | 4.5% |
4 | 1238 | 3.3% |
5 | 1143 | 3.1% |
Other values (42) | 4066 | 10.9% |
Hangul
Value | Count | Frequency (%) |
동 | 3748 | 7.6% |
부 | 3312 | 6.7% |
산 | 3271 | 6.6% |
광 | 2742 | 5.5% |
시 | 2659 | 5.4% |
구 | 2566 | 5.2% |
역 | 2508 | 5.1% |
로 | 2419 | 4.9% |
대 | 1595 | 3.2% |
호 | 1186 | 2.4% |
Other values (438) | 23417 |
None
Value | Count | Frequency (%) |
· | 1 |
도로명우편번호
Real number (ℝ)
MISSING
 
Distinct | 1085 |
---|---|
Distinct (%) | 57.8% |
Missing | 713 |
Missing (%) | 27.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 279841.31 |
Minimum | 46005 |
---|---|
Maximum | 619963 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 46005 |
---|---|
5-th percentile | 46287.8 |
Q1 | 47856 |
median | 48927 |
Q3 | 609763 |
95-th percentile | 616805.6 |
Maximum | 619963 |
Range | 573958 |
Interquartile range (IQR) | 561907 |
Descriptive statistics
Standard deviation | 277051.08 |
---|---|
Coefficient of variation (CV) | 0.99002923 |
Kurtosis | -1.8740552 |
Mean | 279841.31 |
Median Absolute Deviation (MAD) | 2184 |
Skewness | 0.35679438 |
Sum | 5.2526214 × 108 |
Variance | 7.6757299 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
48059 | 49 | 1.9% |
48058 | 29 | 1.1% |
48932 | 18 | 0.7% |
48060 | 15 | 0.6% |
612020 | 11 | 0.4% |
600815 | 9 | 0.3% |
600024 | 9 | 0.3% |
608743 | 9 | 0.3% |
600013 | 8 | 0.3% |
612725 | 8 | 0.3% |
Other values (1075) | 1712 | |
(Missing) | 713 |
Value | Count | Frequency (%) |
46005 | 2 | |
46007 | 1 | |
46008 | 1 | |
46010 | 2 | |
46012 | 1 | |
46013 | 2 | |
46014 | 1 | |
46015 | 1 | |
46016 | 1 | |
46019 | 2 |
Value | Count | Frequency (%) |
619963 | 2 | |
619961 | 2 | |
619952 | 1 | < 0.1% |
619913 | 1 | < 0.1% |
619906 | 2 | |
619905 | 2 | |
619904 | 2 | |
619903 | 3 | |
619902 | 3 | |
619901 | 1 | < 0.1% |
사업장명
Text
Distinct | 2512 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
Length
Max length | 44 |
---|---|
Median length | 34 |
Mean length | 6.8679537 |
Min length | 1 |
Characters and Unicode
Total characters | 17788 |
---|---|
Distinct characters | 826 |
Distinct categories | 11 ? |
Distinct scripts | 4 ? |
Distinct blocks | 4 ? |
Unique
Unique | 2436 ? |
---|---|
Unique (%) | 94.1% |
Sample
1st row | 북 파오스(Book PAOS) |
---|---|
2nd row | 호랑이 출판사 |
3rd row | 재봉출판사 |
4th row | 도서출판 빛남 |
5th row | 합동광고인쇄 |
Value | Count | Frequency (%) |
도서출판 | 304 | 8.7% |
주식회사 | 75 | 2.1% |
출판사 | 37 | 1.1% |
무점포 | 26 | 0.7% |
디자인 | 22 | 0.6% |
사단법인 | 10 | 0.3% |
출판부 | 10 | 0.3% |
미디어 | 6 | 0.2% |
6 | 0.2% | |
교육 | 6 | 0.2% |
Other values (2789) | 3006 |
Most occurring characters
Value | Count | Frequency (%) |
918 | 5.2% | |
출 | 649 | 3.6% |
판 | 648 | 3.6% |
사 | 559 | 3.1% |
) | 416 | 2.3% |
( | 409 | 2.3% |
도 | 405 | 2.3% |
서 | 403 | 2.3% |
주 | 343 | 1.9% |
인 | 321 | 1.8% |
Other values (816) | 12717 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 14112 | |
Lowercase Letter | 937 | 5.3% |
Space Separator | 918 | 5.2% |
Uppercase Letter | 811 | 4.6% |
Close Punctuation | 418 | 2.3% |
Open Punctuation | 411 | 2.3% |
Decimal Number | 114 | 0.6% |
Other Punctuation | 58 | 0.3% |
Dash Punctuation | 7 | < 0.1% |
Math Symbol | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
출 | 649 | 4.6% |
판 | 648 | 4.6% |
사 | 559 | 4.0% |
도 | 405 | 2.9% |
서 | 403 | 2.9% |
주 | 343 | 2.4% |
인 | 321 | 2.3% |
스 | 318 | 2.3% |
이 | 287 | 2.0% |
디 | 212 | 1.5% |
Other values (738) | 9967 |
Uppercase Letter
Value | Count | Frequency (%) |
E | 63 | 7.8% |
S | 62 | 7.6% |
O | 62 | 7.6% |
C | 55 | 6.8% |
I | 51 | 6.3% |
T | 48 | 5.9% |
A | 48 | 5.9% |
P | 45 | 5.5% |
D | 41 | 5.1% |
M | 40 | 4.9% |
Other values (16) | 296 |
Lowercase Letter
Value | Count | Frequency (%) |
o | 114 | |
e | 99 | |
n | 90 | 9.6% |
a | 84 | 9.0% |
i | 72 | 7.7% |
s | 63 | 6.7% |
r | 58 | 6.2% |
t | 52 | 5.5% |
l | 43 | 4.6% |
u | 36 | 3.8% |
Other values (15) | 226 |
Decimal Number
Value | Count | Frequency (%) |
1 | 69 | |
2 | 13 | 11.4% |
0 | 7 | 6.1% |
5 | 7 | 6.1% |
3 | 5 | 4.4% |
4 | 3 | 2.6% |
8 | 3 | 2.6% |
9 | 3 | 2.6% |
7 | 2 | 1.8% |
6 | 2 | 1.8% |
Other Punctuation
Value | Count | Frequency (%) |
. | 23 | |
& | 20 | |
, | 6 | 10.3% |
' | 4 | 6.9% |
· | 3 | 5.2% |
& | 1 | 1.7% |
! | 1 | 1.7% |
Close Punctuation
Value | Count | Frequency (%) |
) | 416 | |
] | 1 | 0.2% |
」 | 1 | 0.2% |
Open Punctuation
Value | Count | Frequency (%) |
( | 409 | |
[ | 1 | 0.2% |
「 | 1 | 0.2% |
Space Separator
Value | Count | Frequency (%) |
918 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 7 |
Math Symbol
Value | Count | Frequency (%) |
+ | 1 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 14062 | |
Common | 1928 | 10.8% |
Latin | 1748 | 9.8% |
Han | 50 | 0.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
출 | 649 | 4.6% |
판 | 648 | 4.6% |
사 | 559 | 4.0% |
도 | 405 | 2.9% |
서 | 403 | 2.9% |
주 | 343 | 2.4% |
인 | 321 | 2.3% |
스 | 318 | 2.3% |
이 | 287 | 2.0% |
디 | 212 | 1.5% |
Other values (699) | 9917 |
Latin
Value | Count | Frequency (%) |
o | 114 | 6.5% |
e | 99 | 5.7% |
n | 90 | 5.1% |
a | 84 | 4.8% |
i | 72 | 4.1% |
E | 63 | 3.6% |
s | 63 | 3.6% |
S | 62 | 3.5% |
O | 62 | 3.5% |
r | 58 | 3.3% |
Other values (41) | 981 |
Han
Value | Count | Frequency (%) |
出 | 3 | 6.0% |
版 | 3 | 6.0% |
社 | 3 | 6.0% |
言 | 2 | 4.0% |
正 | 2 | 4.0% |
木 | 2 | 4.0% |
志 | 2 | 4.0% |
享 | 2 | 4.0% |
習 | 1 | 2.0% |
令 | 1 | 2.0% |
Other values (29) | 29 |
Common
Value | Count | Frequency (%) |
918 | ||
) | 416 | |
( | 409 | |
1 | 69 | 3.6% |
. | 23 | 1.2% |
& | 20 | 1.0% |
2 | 13 | 0.7% |
0 | 7 | 0.4% |
5 | 7 | 0.4% |
- | 7 | 0.4% |
Other values (17) | 39 | 2.0% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 14062 | |
ASCII | 3669 | 20.6% |
CJK | 50 | 0.3% |
None | 7 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
918 | ||
) | 416 | 11.3% |
( | 409 | 11.1% |
o | 114 | 3.1% |
e | 99 | 2.7% |
n | 90 | 2.5% |
a | 84 | 2.3% |
i | 72 | 2.0% |
1 | 69 | 1.9% |
E | 63 | 1.7% |
Other values (63) | 1335 |
Hangul
Value | Count | Frequency (%) |
출 | 649 | 4.6% |
판 | 648 | 4.6% |
사 | 559 | 4.0% |
도 | 405 | 2.9% |
서 | 403 | 2.9% |
주 | 343 | 2.4% |
인 | 321 | 2.3% |
스 | 318 | 2.3% |
이 | 287 | 2.0% |
디 | 212 | 1.5% |
Other values (699) | 9917 |
CJK
Value | Count | Frequency (%) |
出 | 3 | 6.0% |
版 | 3 | 6.0% |
社 | 3 | 6.0% |
言 | 2 | 4.0% |
正 | 2 | 4.0% |
木 | 2 | 4.0% |
志 | 2 | 4.0% |
享 | 2 | 4.0% |
習 | 1 | 2.0% |
令 | 1 | 2.0% |
Other values (29) | 29 |
None
Value | Count | Frequency (%) |
· | 3 | |
「 | 1 | 14.3% |
」 | 1 | 14.3% |
& | 1 | 14.3% |
! | 1 | 14.3% |
최종수정시점
Real number (ℝ)
Distinct | 2478 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0146401 × 1013 |
Minimum | 2.0021018 × 1013 |
---|---|
Maximum | 2.0210226 × 1013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 2.0021018 × 1013 |
---|---|
5-th percentile | 2.0030219 × 1013 |
Q1 | 2.0120512 × 1013 |
median | 2.0160427 × 1013 |
Q3 | 2.0190222 × 1013 |
95-th percentile | 2.0201203 × 1013 |
Maximum | 2.0210226 × 1013 |
Range | 1.8920798 × 1011 |
Interquartile range (IQR) | 6.9710513 × 1010 |
Descriptive statistics
Standard deviation | 5.0834403 × 1010 |
---|---|
Coefficient of variation (CV) | 0.0025232498 |
Kurtosis | -0.012517623 |
Mean | 2.0146401 × 1013 |
Median Absolute Deviation (MAD) | 3.0184001 × 1010 |
Skewness | -0.90769652 |
Sum | 5.2179178 × 1016 |
Variance | 2.5841365 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20030127161415 | 98 | 3.8% |
20021018131551 | 16 | 0.6% |
20170105125129 | 1 | < 0.1% |
20080526131429 | 1 | < 0.1% |
20120127174434 | 1 | < 0.1% |
20070330104444 | 1 | < 0.1% |
20110414182727 | 1 | < 0.1% |
20130305161944 | 1 | < 0.1% |
20161229161343 | 1 | < 0.1% |
20140825140516 | 1 | < 0.1% |
Other values (2468) | 2468 |
Value | Count | Frequency (%) |
20021018131551 | 16 | |
20030109154337 | 1 | < 0.1% |
20030110140912 | 1 | < 0.1% |
20030110141558 | 1 | < 0.1% |
20030113140934 | 1 | < 0.1% |
20030113142159 | 1 | < 0.1% |
20030114130941 | 1 | < 0.1% |
20030114142426 | 1 | < 0.1% |
20030114144554 | 1 | < 0.1% |
20030114144824 | 1 | < 0.1% |
Value | Count | Frequency (%) |
20210226113847 | 1 | |
20210225141202 | 1 | |
20210224174046 | 1 | |
20210223151628 | 1 | |
20210222183425 | 1 | |
20210219181720 | 1 | |
20210219161926 | 1 | |
20210218113842 | 1 | |
20210217153308 | 1 | |
20210217152541 | 1 |
데이터갱신구분
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
I | |
---|---|
U |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | U |
---|---|
2nd row | I |
3rd row | I |
4th row | I |
5th row | I |
Common Values
Value | Count | Frequency (%) |
I | 2207 | |
U | 383 | 14.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
i | 2207 | |
u | 383 | 14.8% |
데이터갱신일자
Date
Distinct | 511 |
---|---|
Distinct (%) | 19.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
Minimum | 2018-08-31 23:59:59 |
---|---|
Maximum | 2021-02-28 00:23:01 |
업태구분명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
좌표정보(x)
Real number (ℝ)
MISSING
 
Distinct | 1932 |
---|---|
Distinct (%) | 76.5% |
Missing | 65 |
Missing (%) | 2.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 388915.62 |
Minimum | 171582.9 |
---|---|
Maximum | 407986.86 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 171582.9 |
---|---|
5-th percentile | 380700.83 |
Q1 | 385585.32 |
median | 388764.55 |
Q3 | 392213.2 |
95-th percentile | 397899.95 |
Maximum | 407986.86 |
Range | 236403.96 |
Interquartile range (IQR) | 6627.8748 |
Descriptive statistics
Standard deviation | 6592.2695 |
---|---|
Coefficient of variation (CV) | 0.016950385 |
Kurtosis | 467.39374 |
Mean | 388915.62 |
Median Absolute Deviation (MAD) | 3274.686 |
Skewness | -14.180755 |
Sum | 9.8201194 × 108 |
Variance | 43458018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
391411.212179843 | 21 | 0.8% |
393573.517296519 | 17 | 0.7% |
393527.757337839 | 13 | 0.5% |
393963.840834294 | 12 | 0.5% |
395615.201853958 | 12 | 0.5% |
392474.578116018 | 11 | 0.4% |
390774.849528 | 8 | 0.3% |
380267.075260668 | 8 | 0.3% |
392635.637555849 | 8 | 0.3% |
387927.951172724 | 8 | 0.3% |
Other values (1922) | 2407 | |
(Missing) | 65 | 2.5% |
Value | Count | Frequency (%) |
171582.904300544 | 1 | |
366344.108366431 | 1 | |
366972.949891217 | 1 | |
367397.014357092 | 1 | |
367753.838455399 | 1 | |
369071.601644319 | 1 | |
372957.87946454 | 1 | |
373002.141594401 | 1 | |
373016.981172454 | 1 | |
373264.423690818 | 1 |
Value | Count | Frequency (%) |
407986.863672426 | 1 | |
407871.508884898 | 1 | |
407395.443826031 | 1 | |
407073.742691922 | 1 | |
406893.618685228 | 1 | |
404487.060724101 | 1 | |
403297.832205788 | 1 | |
403194.704994869 | 1 | |
403180.44004355 | 1 | |
402789.748360406 | 1 |
좌표정보(y)
Real number (ℝ)
MISSING
 
Distinct | 1933 |
---|---|
Distinct (%) | 76.6% |
Missing | 65 |
Missing (%) | 2.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 186943.47 |
Minimum | 173725.8 |
---|---|
Maximum | 439879.55 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 173725.8 |
---|---|
5-th percentile | 179418.85 |
Q1 | 183344.18 |
median | 186685.26 |
Q3 | 189551.35 |
95-th percentile | 196305.08 |
Maximum | 439879.55 |
Range | 266153.74 |
Interquartile range (IQR) | 6207.1668 |
Descriptive statistics
Standard deviation | 7311.4931 |
---|---|
Coefficient of variation (CV) | 0.039110716 |
Kurtosis | 566.83672 |
Mean | 186943.47 |
Median Absolute Deviation (MAD) | 3005.1976 |
Skewness | 16.605295 |
Sum | 4.7203227 × 108 |
Variance | 53457931 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
184052.409245407 | 21 | 0.8% |
188018.687138009 | 17 | 0.7% |
188440.756376893 | 13 | 0.5% |
188061.35516256 | 12 | 0.5% |
186406.750870936 | 12 | 0.5% |
183052.21115244 | 10 | 0.4% |
180225.685982991 | 8 | 0.3% |
187172.4033403 | 8 | 0.3% |
189289.429287616 | 8 | 0.3% |
186582.791097672 | 8 | 0.3% |
Other values (1923) | 2408 | |
(Missing) | 65 | 2.5% |
Value | Count | Frequency (%) |
173725.8041865 | 1 | < 0.1% |
173969.719902491 | 1 | < 0.1% |
174173.508031304 | 1 | < 0.1% |
174325.807501869 | 1 | < 0.1% |
174330.963124212 | 2 | 0.1% |
174835.290190736 | 6 | |
174974.190976549 | 1 | < 0.1% |
175022.434610316 | 1 | < 0.1% |
175057.154813024 | 1 | < 0.1% |
175506.826710111 | 1 | < 0.1% |
Value | Count | Frequency (%) |
439879.548598189 | 1 | |
206483.746356107 | 2 | |
206353.855586145 | 1 | |
205995.903772118 | 1 | |
205812.2818851 | 1 | |
205783.300431754 | 1 | |
205602.344977284 | 1 | |
205553.364264018 | 1 | |
205529.184735321 | 1 | |
205509.071575196 | 1 |
문화체육업종명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
출판사 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 출판사 |
---|---|
2nd row | 출판사 |
3rd row | 출판사 |
4th row | 출판사 |
5th row | 출판사 |
Common Values
Value | Count | Frequency (%) |
출판사 | 2590 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
출판사 | 2590 |
문화사업자구분명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
출판인쇄업 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 출판인쇄업 |
---|---|
2nd row | 출판인쇄업 |
3rd row | 출판인쇄업 |
4th row | 출판인쇄업 |
5th row | 출판인쇄업 |
Common Values
Value | Count | Frequency (%) |
출판인쇄업 | 2590 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
출판인쇄업 | 2590 |
총층수
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 8.3% |
Missing | 2301 |
Missing (%) | 88.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.5432526 |
Minimum | 0 |
---|---|
Maximum | 49 |
Zeros | 29 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 4 |
Q3 | 6 |
95-th percentile | 17 |
Maximum | 49 |
Range | 49 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 6.028782 |
---|---|
Coefficient of variation (CV) | 1.0875893 |
Kurtosis | 11.840528 |
Mean | 5.5432526 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 2.8350175 |
Sum | 1602 |
Variance | 36.346213 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 41 | 1.6% |
4 | 40 | 1.5% |
3 | 36 | 1.4% |
5 | 35 | 1.4% |
0 | 29 | 1.1% |
6 | 23 | 0.9% |
1 | 18 | 0.7% |
7 | 14 | 0.5% |
8 | 8 | 0.3% |
16 | 6 | 0.2% |
Other values (14) | 39 | 1.5% |
(Missing) | 2301 |
Value | Count | Frequency (%) |
0 | 29 | |
1 | 18 | |
2 | 41 | |
3 | 36 | |
4 | 40 | |
5 | 35 | |
6 | 23 | |
7 | 14 | 0.5% |
8 | 8 | 0.3% |
9 | 4 | 0.2% |
Value | Count | Frequency (%) |
49 | 1 | < 0.1% |
31 | 1 | < 0.1% |
27 | 3 | |
25 | 3 | |
21 | 4 | |
18 | 1 | < 0.1% |
17 | 3 | |
16 | 6 | |
15 | 6 | |
14 | 2 | 0.1% |
주변환경명
Categorical
IMBALANCE
 
Distinct | 8 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
주택가주변 | 60 |
기타 | 47 |
아파트지역 | 47 |
학교정화(상대) | 7 |
Other values (3) | 3 |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.0200772 |
Min length | 2 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 기타 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2426 | |
주택가주변 | 60 | 2.3% |
기타 | 47 | 1.8% |
아파트지역 | 47 | 1.8% |
학교정화(상대) | 7 | 0.3% |
결혼예식장주변 | 1 | < 0.1% |
유흥업소밀집지역 | 1 | < 0.1% |
학교정화(절대) | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 2426 | |
주택가주변 | 60 | 2.3% |
기타 | 47 | 1.8% |
아파트지역 | 47 | 1.8% |
학교정화(상대 | 7 | 0.3% |
결혼예식장주변 | 1 | < 0.1% |
유흥업소밀집지역 | 1 | < 0.1% |
학교정화(절대 | 1 | < 0.1% |
제작취급품목내용
Text
MISSING
 
Distinct | 5 |
---|---|
Distinct (%) | 83.3% |
Missing | 2584 |
Missing (%) | 99.8% |
Memory size | 20.4 KiB |
Value | Count | Frequency (%) |
일반서적 | 2 | |
일반 | 1 | |
학술서적 | 1 | |
어학분야 | 1 | |
책자 | 1 | |
디자인 | 1 | |
제본 | 1 |
Most occurring characters
Value | Count | Frequency (%) |
일 | 3 | |
반 | 3 | |
서 | 3 | |
적 | 3 | |
학 | 2 | 7.4% |
자 | 2 | 7.4% |
2 | 7.4% | |
술 | 1 | 3.7% |
어 | 1 | 3.7% |
분 | 1 | 3.7% |
Other values (6) | 6 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 25 | |
Space Separator | 2 | 7.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
일 | 3 | |
반 | 3 | |
서 | 3 | |
적 | 3 | |
학 | 2 | 8.0% |
자 | 2 | 8.0% |
술 | 1 | 4.0% |
어 | 1 | 4.0% |
분 | 1 | 4.0% |
야 | 1 | 4.0% |
Other values (5) | 5 |
Space Separator
Value | Count | Frequency (%) |
2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 25 | |
Common | 2 | 7.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
일 | 3 | |
반 | 3 | |
서 | 3 | |
적 | 3 | |
학 | 2 | 8.0% |
자 | 2 | 8.0% |
술 | 1 | 4.0% |
어 | 1 | 4.0% |
분 | 1 | 4.0% |
야 | 1 | 4.0% |
Other values (5) | 5 |
Common
Value | Count | Frequency (%) |
2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 25 | |
ASCII | 2 | 7.4% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
일 | 3 | |
반 | 3 | |
서 | 3 | |
적 | 3 | |
학 | 2 | 8.0% |
자 | 2 | 8.0% |
술 | 1 | 4.0% |
어 | 1 | 4.0% |
분 | 1 | 4.0% |
야 | 1 | 4.0% |
Other values (5) | 5 |
ASCII
Value | Count | Frequency (%) |
2 |
시설면적
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 361 |
---|---|
Distinct (%) | 85.5% |
Missing | 2168 |
Missing (%) | 83.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 378.8354 |
Minimum | 0 |
---|---|
Maximum | 84359 |
Zeros | 29 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 34.6375 |
median | 72.03 |
Q3 | 128.2775 |
95-th percentile | 375.9905 |
Maximum | 84359 |
Range | 84359 |
Interquartile range (IQR) | 93.64 |
Descriptive statistics
Standard deviation | 4258.5918 |
---|---|
Coefficient of variation (CV) | 11.241272 |
Kurtosis | 363.42565 |
Mean | 378.8354 |
Median Absolute Deviation (MAD) | 39.945 |
Skewness | 18.681862 |
Sum | 159868.54 |
Variance | 18135604 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 29 | 1.1% |
33.0 | 7 | 0.3% |
20.0 | 3 | 0.1% |
66.0 | 3 | 0.1% |
33.14 | 3 | 0.1% |
117.14 | 2 | 0.1% |
46.9 | 2 | 0.1% |
77.0 | 2 | 0.1% |
90.0 | 2 | 0.1% |
21.0 | 2 | 0.1% |
Other values (351) | 367 | 14.2% |
(Missing) | 2168 |
Value | Count | Frequency (%) |
0.0 | 29 | |
3.97 | 1 | < 0.1% |
4.0 | 1 | < 0.1% |
5.0 | 1 | < 0.1% |
5.76 | 1 | < 0.1% |
6.05 | 1 | < 0.1% |
8.1 | 1 | < 0.1% |
8.13 | 1 | < 0.1% |
8.27 | 1 | < 0.1% |
9.57 | 1 | < 0.1% |
Value | Count | Frequency (%) |
84359.0 | 1 | |
23435.37 | 1 | |
3172.5 | 1 | |
1595.35 | 1 | |
1404.0 | 1 | |
1330.0 | 1 | |
1297.85 | 1 | |
1152.49 | 1 | |
999.35 | 1 | |
970.5 | 1 |
지상층수
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 23 |
---|---|
Distinct (%) | 6.4% |
Missing | 2229 |
Missing (%) | 86.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.3628809 |
Minimum | 0 |
---|---|
Maximum | 42 |
Zeros | 27 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 3 |
Q3 | 5 |
95-th percentile | 15 |
Maximum | 42 |
Range | 42 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 4.9703182 |
---|---|
Coefficient of variation (CV) | 1.1392285 |
Kurtosis | 12.532495 |
Mean | 4.3628809 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 2.934088 |
Sum | 1575 |
Variance | 24.704063 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 67 | 2.6% |
2 | 62 | 2.4% |
4 | 56 | 2.2% |
3 | 48 | 1.9% |
0 | 27 | 1.0% |
5 | 25 | 1.0% |
6 | 15 | 0.6% |
15 | 11 | 0.4% |
8 | 10 | 0.4% |
7 | 10 | 0.4% |
Other values (13) | 30 | 1.2% |
(Missing) | 2229 |
Value | Count | Frequency (%) |
0 | 27 | |
1 | 67 | |
2 | 62 | |
3 | 48 | |
4 | 56 | |
5 | 25 | 1.0% |
6 | 15 | 0.6% |
7 | 10 | 0.4% |
8 | 10 | 0.4% |
9 | 2 | 0.1% |
Value | Count | Frequency (%) |
42 | 1 | < 0.1% |
27 | 2 | 0.1% |
25 | 1 | < 0.1% |
21 | 2 | 0.1% |
20 | 3 | 0.1% |
17 | 3 | 0.1% |
16 | 1 | < 0.1% |
15 | 11 | |
14 | 2 | 0.1% |
13 | 3 | 0.1% |
지하층수
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 8 |
---|---|
Distinct (%) | 5.2% |
Missing | 2436 |
Missing (%) | 94.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0324675 |
Minimum | 0 |
---|---|
Maximum | 15 |
Zeros | 41 |
Zeros (%) | 1.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 22.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1 |
Q3 | 1 |
95-th percentile | 2.35 |
Maximum | 15 |
Range | 15 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 1.4435741 |
---|---|
Coefficient of variation (CV) | 1.3981787 |
Kurtosis | 58.257225 |
Mean | 1.0324675 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.4935393 |
Sum | 159 |
Variance | 2.0839063 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 94 | 3.6% |
0 | 41 | 1.6% |
2 | 11 | 0.4% |
3 | 3 | 0.1% |
4 | 2 | 0.1% |
6 | 1 | < 0.1% |
5 | 1 | < 0.1% |
15 | 1 | < 0.1% |
(Missing) | 2436 |
Value | Count | Frequency (%) |
0 | 41 | |
1 | 94 | |
2 | 11 | 0.4% |
3 | 3 | 0.1% |
4 | 2 | 0.1% |
5 | 1 | < 0.1% |
6 | 1 | < 0.1% |
15 | 1 | < 0.1% |
Value | Count | Frequency (%) |
15 | 1 | < 0.1% |
6 | 1 | < 0.1% |
5 | 1 | < 0.1% |
4 | 2 | 0.1% |
3 | 3 | 0.1% |
2 | 11 | 0.4% |
1 | 94 | |
0 | 41 |
건물용도명
Categorical
IMBALANCE
 
Distinct | 14 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
근린생활시설 | |
아파트 | 72 |
사무실 | 39 |
단독주택 | 26 |
Other values (9) | 52 |
Length
Max length | 15 |
---|---|
Median length | 4 |
Mean length | 4.2239382 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 근린생활시설 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | 근린생활시설 |
Common Values
Value | Count | Frequency (%) |
<NA> | 2136 | |
근린생활시설 | 265 | 10.2% |
아파트 | 72 | 2.8% |
사무실 | 39 | 1.5% |
단독주택 | 26 | 1.0% |
다세대주택 | 11 | 0.4% |
다중주택(공동주택적용) | 10 | 0.4% |
교육연구시설 | 9 | 0.3% |
기타 | 7 | 0.3% |
다가구용 주택(공동주택적용) | 6 | 0.2% |
Other values (4) | 9 | 0.3% |
Length
Value | Count | Frequency (%) |
na | 2136 | |
근린생활시설 | 265 | 10.2% |
아파트 | 72 | 2.8% |
사무실 | 39 | 1.5% |
단독주택 | 26 | 1.0% |
다세대주택 | 11 | 0.4% |
다중주택(공동주택적용 | 10 | 0.4% |
교육연구시설 | 9 | 0.3% |
기타 | 7 | 0.3% |
다가구용 | 6 | 0.2% |
Other values (5) | 15 | 0.6% |
통로너비
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
조명시설조도
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
노래방실수
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
청소년실수
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
비상계단여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
비상구여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
자동환기여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
청소년실여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
특수조명여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
방음시설여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
비디오재생기명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
조명시설유무
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
음향시설여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
편의시설여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
소방시설여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
총게임기수
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
기존게임업외업종명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
제공게임물명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
공연장형태구분명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
품목명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
최초등록시점
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
지역구분명
Categorical
IMBALANCE
 
Distinct | 14 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 20.4 KiB |
<NA> | |
---|---|
주거지역 | 86 |
일반주거지역 | 81 |
일반상업지역 | 35 |
상업지역 | 31 |
Other values (9) | 53 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.1185328 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2304 | |
주거지역 | 86 | 3.3% |
일반주거지역 | 81 | 3.1% |
일반상업지역 | 35 | 1.4% |
상업지역 | 31 | 1.2% |
준주거지역 | 21 | 0.8% |
근린상업지역 | 15 | 0.6% |
준공업지역 | 4 | 0.2% |
자연녹지지역 | 4 | 0.2% |
중심상업지역 | 3 | 0.1% |
Other values (4) | 6 | 0.2% |
Length
Value | Count | Frequency (%) |
na | 2304 | |
주거지역 | 86 | 3.3% |
일반주거지역 | 81 | 3.1% |
일반상업지역 | 35 | 1.4% |
상업지역 | 31 | 1.2% |
준주거지역 | 21 | 0.8% |
근린상업지역 | 15 | 0.6% |
준공업지역 | 4 | 0.2% |
자연녹지지역 | 4 | 0.2% |
중심상업지역 | 3 | 0.1% |
Other values (4) | 6 | 0.2% |
Unnamed: 59
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2590 |
---|---|
Missing (%) | 100.0% |
Memory size | 22.9 KiB |
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) | 문화체육업종명 | 문화사업자구분명 | 총층수 | 주변환경명 | 제작취급품목내용 | 시설면적 | 지상층수 | 지하층수 | 건물용도명 | 통로너비 | 조명시설조도 | 노래방실수 | 청소년실수 | 비상계단여부 | 비상구여부 | 자동환기여부 | 청소년실여부 | 특수조명여부 | 방음시설여부 | 비디오재생기명 | 조명시설유무 | 음향시설여부 | 편의시설여부 | 소방시설여부 | 총게임기수 | 기존게임업외업종명 | 제공게임물명 | 공연장형태구분명 | 품목명 | 최초등록시점 | 지역구분명 | Unnamed: 59 | |
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0 | 1 | 출판사 | 04_17_01_P | 3250000 | CDFG1251002019000001 | 20190107 | <NA> | 3 | 폐업 | 3 | 폐업 | 20191220 | <NA> | <NA> | <NA> | 051-246-1850 | <NA> | <NA> | 부산광역시 중구 신창동2가 2-10번지 | 부산광역시 중구 광복중앙로33번길 16-5, 3층 (신창동2가) | 48947 | 북 파오스(Book PAOS) | 20191220152220 | U | 2019-12-22 02:40:00.0 | <NA> | 384960.711265 | 180018.956433 | 출판사 | 출판인쇄업 | 4 | 기타 | <NA> | <NA> | 4 | <NA> | 근린생활시설 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 2 | 출판사 | 04_17_01_P | 3250000 | CDFG1251002017000003 | 20170504 | <NA> | 3 | 폐업 | 3 | 폐업 | 20170517 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 중구 대청로131번길 8-1 (동광동4가) | 48932 | 호랑이 출판사 | 20170517160559 | I | 2018-08-31 23:59:59.0 | <NA> | 385424.294336 | 180154.176693 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 3 | 출판사 | 04_17_01_P | 3250000 | CDFG1251002011000006 | 20110414 | <NA> | 3 | 폐업 | 3 | 폐업 | 20171204 | <NA> | <NA> | <NA> | <NA> | <NA> | 600073 | 부산광역시 중구 부평동3가 43-7번지 4층 | 부산광역시 중구 흑교로 15 (부평동3가,4층) | <NA> | 재봉출판사 | 20171204104949 | I | 2018-08-31 23:59:59.0 | <NA> | 384556.427665 | 179846.387111 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 4 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001988000002 | 19880716 | <NA> | 3 | 폐업 | 3 | 폐업 | 20130122 | <NA> | <NA> | <NA> | 246-3436 | <NA> | 600012 | 부산광역시 중구 중앙동2가 49-31번지 | 부산광역시 중구 해관로 41-2 (중앙동2가) | <NA> | 도서출판 빛남 | 20130403171129 | I | 2018-08-31 23:59:59.0 | <NA> | 385524.191743 | 180073.046656 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 5 | 출판사 | 04_17_01_P | 3250000 | CDFG1251002011000015 | 20111125 | <NA> | 3 | 폐업 | 3 | 폐업 | 20140508 | <NA> | <NA> | <NA> | 051-468-3511 | <NA> | 600025 | 부산광역시 중구 동광동5가 48-6번지 청암빌딩 1층 | 부산광역시 중구 동광길 25 (동광동5가) | 600025 | 합동광고인쇄 | 20141216195544 | I | 2018-08-31 23:59:59.0 | <NA> | 385418.337346 | 180214.536969 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 근린생활시설 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 6 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001983000001 | 19830309 | <NA> | 3 | 폐업 | 3 | 폐업 | 20110323 | <NA> | <NA> | <NA> | 246-5667 | <NA> | 600061 | 부산광역시 중구 신창동1가 40번지 | 부산광역시 중구 대청로90번길 6 (신창동1가) | 600061 | 도서출판 국제 | 20131230101737 | I | 2018-08-31 23:59:59.0 | <NA> | 384987.930248 | 180037.78339 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 7 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001983000002 | 19830117 | <NA> | 3 | 폐업 | 3 | 폐업 | 20020718 | <NA> | <NA> | <NA> | <NA> | <NA> | 600091 | 부산광역시 중구 대청동1가 30-3번지 | 부산광역시 중구 복병산길6번길 3-1 (대청동1가) | <NA> | 도서출판 지평 | 20040114092719 | I | 2018-08-31 23:59:59.0 | <NA> | 385231.344128 | 180148.626884 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 8 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001993000009 | 19931101 | <NA> | 3 | 폐업 | 3 | 폐업 | 20111201 | <NA> | <NA> | <NA> | 246-5721,245-6486 | <NA> | 600060 | 부산광역시 중구 신창동3가 2번지 | <NA> | <NA> | 신안출판사 | 20120221162032 | I | 2018-08-31 23:59:59.0 | <NA> | <NA> | <NA> | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 9 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001999000006 | 19990817 | <NA> | 3 | 폐업 | 3 | 폐업 | 20190225 | <NA> | <NA> | <NA> | 469-0926 | <NA> | 600024 | 부산광역시 중구 동광동4가 12-6번지 | 부산광역시 중구 대청로135번길 9-1 (동광동4가) | 600024 | 도서출판 한길 | 20190225172936 | U | 2019-05-10 02:40:00.0 | <NA> | 385432.942422 | 180182.635362 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 10 | 출판사 | 04_17_01_P | 3250000 | CDFG1251001999000008 | 19991026 | <NA> | 3 | 폐업 | 3 | 폐업 | 20050707 | <NA> | <NA> | <NA> | 469-1411 | <NA> | 600815 | 부산광역시 중구 중앙동4가 40-25번지 | 부산광역시 중구 동광길 42 (중앙동4가) | <NA> | 한빛문화사 | 20061010143057 | I | 2018-08-31 23:59:59.0 | <NA> | 385449.586152 | 180283.916945 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <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) | 문화체육업종명 | 문화사업자구분명 | 총층수 | 주변환경명 | 제작취급품목내용 | 시설면적 | 지상층수 | 지하층수 | 건물용도명 | 통로너비 | 조명시설조도 | 노래방실수 | 청소년실수 | 비상계단여부 | 비상구여부 | 자동환기여부 | 청소년실여부 | 특수조명여부 | 방음시설여부 | 비디오재생기명 | 조명시설유무 | 음향시설여부 | 편의시설여부 | 소방시설여부 | 총게임기수 | 기존게임업외업종명 | 제공게임물명 | 공연장형태구분명 | 품목명 | 최초등록시점 | 지역구분명 | Unnamed: 59 | |
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2580 | 2581 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002020000051 | 20170224 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 재송동 1059-1 | 부산광역시 해운대구 재반로 119-15, 401호 (재송동) | 48054 | (주)한이재미 | 20201224085320 | I | 2020-12-26 00:23:21.0 | <NA> | 393563.691479 | 189827.274524 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 근린생활시설 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2581 | 2582 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002020000050 | 20201222 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 반여동 1291-101 | 부산광역시 해운대구 재반로242번길 24, 3층 (반여동) | 48027 | 빛비출판 | 20201222200028 | I | 2020-12-24 00:23:06.0 | <NA> | 394154.535269 | 190890.389582 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2582 | 2583 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000007 | 20210122 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 우동 1434-1 마리나센타 | 부산광역시 해운대구 해운대해변로 154, 마리나동원 7층 7015호 (우동) | 48092 | 우주정거장 | 20210202152618 | I | 2021-02-04 00:23:03.0 | <NA> | 395695.998703 | 186416.839176 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 주거지역 | <NA> |
2583 | 2584 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000005 | 20160822 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 우동 1434 썬프라자 | 부산광역시 해운대구 마린시티3로 1, 2층 213호 (우동, 썬프라자) | 48092 | 도서출판 개봉부 | 20210122085451 | I | 2021-01-23 00:23:11.0 | <NA> | 395615.201854 | 186406.750871 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2584 | 2585 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002020000044 | 20201125 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 우동 974 경동아파트 | 부산광역시 해운대구 해운대해변로 85, 105동 703호 (우동, 경동아파트) | 48091 | Bonheur Archive | 20201125142250 | I | 2020-11-27 00:23:08.0 | <NA> | 395166.538169 | 186947.838505 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2585 | 2586 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000008 | 20210204 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 우동 1228 센텀센시빌아파트 | 부산광역시 해운대구 해운대로 284, 107동 2103호 (우동, 센텀센시빌아파트) | 48059 | 소수점 | 20210204171957 | I | 2021-02-06 00:23:02.0 | <NA> | 393967.197053 | 188310.416724 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2586 | 2587 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000003 | 20180423 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | 0517140774 | <NA> | <NA> | 부산광역시 해운대구 우동 1466-2 영상산업센터 | 부산광역시 해운대구 센텀서로 39, 영상산업센터 709호 (우동) | 48058 | 주식회사 엔에스솔루션 | 20210113184200 | I | 2021-01-15 00:23:04.0 | <NA> | 393674.032956 | 187973.297243 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2587 | 2588 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000004 | 20210119 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 우동 1460 센텀 T 타워 | 부산광역시 해운대구 센텀중앙로 66, 센텀 T 타워 1203호 (우동) | 48059 | (주)시네포엠 | 20210119171449 | I | 2021-01-21 00:23:03.0 | <NA> | 393828.352613 | 188165.148419 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | 21.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2588 | 2589 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002021000006 | 20210126 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 재송동 1023 센텀삼익아파트 | 부산광역시 해운대구 해운대로61번가길 6, 103동 102호 (재송동, 센텀삼익아파트) | 48051 | 코지언어교육(Cozy language Education) | 20210126173051 | I | 2021-01-28 00:23:13.0 | <NA> | 393140.687808 | 190048.604697 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2589 | 2590 | 출판사 | 04_17_01_P | 3330000 | CDFG1251002020000046 | 20201208 | <NA> | 1 | 영업/정상 | 13 | 영업중 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 부산광역시 해운대구 재송동 1187 센텀그린타워아파트 1512호 | 부산광역시 해운대구 재송2로 153, 1512호 (재송동, 센텀그린타워아파트) | 48052 | 단의담 콘텐츠 | 20201208132027 | I | 2020-12-10 00:23:07.0 | <NA> | 394330.166508 | 189981.11381 | 출판사 | 출판인쇄업 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |