Dataset statistics
Number of variables | 44 |
---|---|
Number of observations | 10000 |
Missing cells | 3372 |
Missing cells (%) | 0.8% |
Duplicate rows | 43 |
Duplicate rows (%) | 0.4% |
Total size in memory | 3.6 MiB |
Average record size in memory | 375.0 B |
Variable types
Text | 6 |
---|---|
Categorical | 17 |
DateTime | 3 |
Numeric | 12 |
Unsupported | 6 |
Dataset
Description | 광주광역시 서구 옥외광고물관리시스템에 입력된 옥외광고물의 업소명, 광고물 표시, 도로명주소 등의 현황에 대한 내용입니다. |
---|---|
URL | https://www.data.go.kr/data/15039698/fileData.do |
계획번호 has constant value "" | Constant |
Dataset has 43 (0.4%) duplicate rows | Duplicates |
태그번호 is highly imbalanced (99.4%) | Imbalance |
광고물종류구분 is highly imbalanced (50.1%) | Imbalance |
조명 is highly imbalanced (56.9%) | Imbalance |
점용여부 is highly imbalanced (80.9%) | Imbalance |
지역용도 is highly imbalanced (62.1%) | Imbalance |
처리자 is highly imbalanced (65.8%) | Imbalance |
규격2(면) is highly imbalanced (91.5%) | Imbalance |
업종코드 is highly imbalanced (99.6%) | Imbalance |
세수구분 is highly imbalanced (77.2%) | Imbalance |
안전점검대상여부 is highly imbalanced (79.5%) | Imbalance |
장소별현황코드 is highly imbalanced (99.5%) | Imbalance |
유형별현황코드 is highly imbalanced (99.7%) | Imbalance |
수정일자 has 1449 (14.5%) missing values | Missing |
등록일자 has 470 (4.7%) missing values | Missing |
허가신고번호 has 1447 (14.5%) missing values | Missing |
면적(제곱미터) is highly skewed (γ1 = 35.22680641) | Skewed |
전수조사번호 is highly skewed (γ1 = -70.69036392) | Skewed |
지번부번 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
광고물종류 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
적법구분 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
불법구분 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
규격1(세로) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
양성화여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
규격2(가로) has 9767 (97.7%) zeros | Zeros |
규격2(세로) has 9773 (97.7%) zeros | Zeros |
규격(높이) has 9486 (94.9%) zeros | Zeros |
도로점용비율 has 8936 (89.4%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 07:30:09.992472 |
---|---|
Analysis finished | 2023-12-12 07:30:12.525391 |
Duration | 2.53 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
고유번호
Text
Distinct | 208 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Length
Max length | 21 |
---|---|
Median length | 21 |
Mean length | 20.9998 |
Min length | 20 |
Characters and Unicode
Total characters | 209998 |
---|---|
Distinct characters | 12 |
Distinct categories | 3 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 47 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 62022016012599900000 |
---|---|
2nd row | 62022016041200000000 |
3rd row | 62022016041400000000 |
4th row | 62022016022299900000 |
5th row | 62022016020599900000 |
Value | Count | Frequency (%) |
62022016041400000000 | 259 | 2.6% |
62022016040500000000 | 252 | 2.5% |
62022016022499900000 | 250 | 2.5% |
62022016041500000000 | 249 | 2.5% |
62022016021199900000 | 237 | 2.4% |
62022016020299900000 | 232 | 2.3% |
62022016042100000000 | 229 | 2.3% |
62022016041800000000 | 223 | 2.2% |
62022016020599900000 | 221 | 2.2% |
62022016040400000000 | 219 | 2.2% |
Other values (198) | 7629 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 95400 | |
2 | 36424 | 17.3% |
6 | 20407 | 9.7% |
1 | 19177 | 9.1% |
9 | 16028 | 7.6% |
9999 | 4.8% | |
4 | 5348 | 2.5% |
3 | 2950 | 1.4% |
5 | 1612 | 0.8% |
7 | 1588 | 0.8% |
Other values (2) | 1065 | 0.5% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 199998 | |
Space Separator | 9999 | 4.8% |
Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 95400 | |
2 | 36424 | 18.2% |
6 | 20407 | 10.2% |
1 | 19177 | 9.6% |
9 | 16028 | 8.0% |
4 | 5348 | 2.7% |
3 | 2950 | 1.5% |
5 | 1612 | 0.8% |
7 | 1588 | 0.8% |
8 | 1064 | 0.5% |
Space Separator
Value | Count | Frequency (%) |
9999 |
Other Punctuation
Value | Count | Frequency (%) |
\ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 209998 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 95400 | |
2 | 36424 | 17.3% |
6 | 20407 | 9.7% |
1 | 19177 | 9.1% |
9 | 16028 | 7.6% |
9999 | 4.8% | |
4 | 5348 | 2.5% |
3 | 2950 | 1.4% |
5 | 1612 | 0.8% |
7 | 1588 | 0.8% |
Other values (2) | 1065 | 0.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 209998 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 95400 | |
2 | 36424 | 17.3% |
6 | 20407 | 9.7% |
1 | 19177 | 9.1% |
9 | 16028 | 7.6% |
9999 | 4.8% | |
4 | 5348 | 2.5% |
3 | 2950 | 1.4% |
5 | 1612 | 0.8% |
7 | 1588 | 0.8% |
Other values (2) | 1065 | 0.5% |
계획번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
A2022021801 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A2022021801 |
---|---|
2nd row | A2022021801 |
3rd row | A2022021801 |
4th row | A2022021801 |
5th row | A2022021801 |
Common Values
Value | Count | Frequency (%) |
A2022021801 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
a2022021801 | 10000 |
태그번호
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
6202 | |
---|---|
7 | |
1 | 2 |
2 | 1 |
Length
Max length | 12 |
---|---|
Median length | 4 |
Mean length | 4.0047 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 6202 |
---|---|
2nd row | 6202 |
3rd row | 6202 |
4th row | 6202 |
5th row | 6202 |
Common Values
Value | Count | Frequency (%) |
6202 | 9990 | |
7 | 0.1% | |
1 | 2 | < 0.1% |
2 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6202 | 9990 | |
1 | 2 | < 0.1% |
2 | 1 | < 0.1% |
조사일자
Date
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2021-02-01 00:00:00 |
---|---|
Maximum | 2022-02-18 00:00:00 |
수정일자
Date
MISSING
 
Distinct | 517 |
---|---|
Distinct (%) | 6.0% |
Missing | 1449 |
Missing (%) | 14.5% |
Memory size | 156.2 KiB |
Minimum | 2016-01-18 00:00:00 |
---|---|
Maximum | 2023-07-12 00:00:00 |
등록일자
Date
MISSING
 
Distinct | 109 |
---|---|
Distinct (%) | 1.1% |
Missing | 470 |
Missing (%) | 4.7% |
Memory size | 156.2 KiB |
Minimum | 2016-01-13 00:00:00 |
---|---|
Maximum | 2022-05-31 00:00:00 |
업소명
Text
Distinct | 8340 |
---|---|
Distinct (%) | 83.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
광주세정아울렛 | 11 | 0.1% |
금호월드 | 9 | 0.1% |
토이마켓 | 7 | 0.1% |
아일랜드피시방 | 7 | 0.1% |
럭키공인중개사 | 6 | 0.1% |
스포랜드 | 6 | 0.1% |
자연그리고콩머리 | 6 | 0.1% |
신화노래연습장 | 6 | 0.1% |
스카이노래연습장 | 6 | 0.1% |
팡팡노래연습장 | 6 | 0.1% |
Other values (7128) | 9935 |
Most occurring characters
Value | Count | Frequency (%) |
74156 | ||
이 | 1287 | 0.9% |
스 | 1236 | 0.9% |
점 | 1153 | 0.8% |
원 | 1092 | 0.8% |
사 | 1030 | 0.8% |
리 | 924 | 0.7% |
인 | 780 | 0.6% |
어 | 775 | 0.6% |
주 | 751 | 0.6% |
Other values (945) | 52874 |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 74156 | |
Other Letter | 61154 | |
Decimal Number | 626 | 0.5% |
Uppercase Letter | 81 | 0.1% |
Open Punctuation | 14 | < 0.1% |
Close Punctuation | 14 | < 0.1% |
Other Punctuation | 8 | < 0.1% |
Dash Punctuation | 4 | < 0.1% |
Lowercase Letter | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
이 | 1287 | 2.1% |
스 | 1236 | 2.0% |
점 | 1153 | 1.9% |
원 | 1092 | 1.8% |
사 | 1030 | 1.7% |
리 | 924 | 1.5% |
인 | 780 | 1.3% |
어 | 775 | 1.3% |
주 | 751 | 1.2% |
무 | 723 | 1.2% |
Other values (908) | 51403 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 12 | |
B | 10 | |
T | 7 | 8.6% |
J | 6 | 7.4% |
P | 5 | 6.2% |
M | 5 | 6.2% |
R | 4 | 4.9% |
W | 4 | 4.9% |
L | 4 | 4.9% |
K | 3 | 3.7% |
Other values (10) | 21 |
Decimal Number
Value | Count | Frequency (%) |
0 | 129 | |
2 | 112 | |
1 | 104 | |
5 | 77 | |
8 | 52 | |
7 | 42 | 6.7% |
3 | 41 | 6.5% |
4 | 29 | 4.6% |
9 | 22 | 3.5% |
6 | 18 | 2.9% |
Other Punctuation
Value | Count | Frequency (%) |
& | 5 | |
. | 3 |
Space Separator
Value | Count | Frequency (%) |
74156 |
Open Punctuation
Value | Count | Frequency (%) |
( | 14 |
Close Punctuation
Value | Count | Frequency (%) |
) | 14 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 4 |
Lowercase Letter
Value | Count | Frequency (%) |
s | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 74822 | |
Hangul | 61154 | |
Latin | 82 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
이 | 1287 | 2.1% |
스 | 1236 | 2.0% |
점 | 1153 | 1.9% |
원 | 1092 | 1.8% |
사 | 1030 | 1.7% |
리 | 924 | 1.5% |
인 | 780 | 1.3% |
어 | 775 | 1.3% |
주 | 751 | 1.2% |
무 | 723 | 1.2% |
Other values (908) | 51403 |
Latin
Value | Count | Frequency (%) |
C | 12 | |
B | 10 | |
T | 7 | 8.5% |
J | 6 | 7.3% |
P | 5 | 6.1% |
M | 5 | 6.1% |
R | 4 | 4.9% |
W | 4 | 4.9% |
L | 4 | 4.9% |
K | 3 | 3.7% |
Other values (11) | 22 |
Common
Value | Count | Frequency (%) |
74156 | ||
0 | 129 | 0.2% |
2 | 112 | 0.1% |
1 | 104 | 0.1% |
5 | 77 | 0.1% |
8 | 52 | 0.1% |
7 | 42 | 0.1% |
3 | 41 | 0.1% |
4 | 29 | < 0.1% |
9 | 22 | < 0.1% |
Other values (6) | 58 | 0.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 74904 | |
Hangul | 61154 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
74156 | ||
0 | 129 | 0.2% |
2 | 112 | 0.1% |
1 | 104 | 0.1% |
5 | 77 | 0.1% |
8 | 52 | 0.1% |
7 | 42 | 0.1% |
3 | 41 | 0.1% |
4 | 29 | < 0.1% |
9 | 22 | < 0.1% |
Other values (27) | 140 | 0.2% |
Hangul
Value | Count | Frequency (%) |
이 | 1287 | 2.1% |
스 | 1236 | 2.0% |
점 | 1153 | 1.9% |
원 | 1092 | 1.8% |
사 | 1030 | 1.7% |
리 | 924 | 1.5% |
인 | 780 | 1.3% |
어 | 775 | 1.3% |
주 | 751 | 1.2% |
무 | 723 | 1.2% |
Other values (908) | 51403 |
광고물표시내용
Text
Distinct | 8383 |
---|---|
Distinct (%) | 83.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
사인볼 | 189 | 1.9% |
전광판 | 180 | 1.8% |
약 | 17 | 0.2% |
티월드 | 15 | 0.1% |
부동산 | 10 | 0.1% |
세탁 | 8 | 0.1% |
세븐일레븐 | 8 | 0.1% |
아일랜드피시방 | 7 | 0.1% |
노래방 | 7 | 0.1% |
까투리 | 7 | 0.1% |
Other values (7405) | 9561 |
Most occurring characters
Value | Count | Frequency (%) |
77703 | ||
스 | 1186 | 0.9% |
이 | 1184 | 0.9% |
사 | 1025 | 0.8% |
원 | 979 | 0.7% |
인 | 870 | 0.6% |
리 | 845 | 0.6% |
점 | 841 | 0.6% |
아 | 675 | 0.5% |
광 | 673 | 0.5% |
Other values (984) | 50387 |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 77703 | |
Other Letter | 57795 | |
Decimal Number | 650 | 0.5% |
Uppercase Letter | 153 | 0.1% |
Lowercase Letter | 32 | < 0.1% |
Other Punctuation | 15 | < 0.1% |
Open Punctuation | 9 | < 0.1% |
Close Punctuation | 9 | < 0.1% |
Dash Punctuation | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
스 | 1186 | 2.1% |
이 | 1184 | 2.0% |
사 | 1025 | 1.8% |
원 | 979 | 1.7% |
인 | 870 | 1.5% |
리 | 845 | 1.5% |
점 | 841 | 1.5% |
아 | 675 | 1.2% |
광 | 673 | 1.2% |
어 | 645 | 1.1% |
Other values (923) | 48872 |
Uppercase Letter
Value | Count | Frequency (%) |
B | 15 | 9.8% |
C | 15 | 9.8% |
S | 12 | 7.8% |
T | 10 | 6.5% |
L | 10 | 6.5% |
M | 8 | 5.2% |
K | 8 | 5.2% |
O | 8 | 5.2% |
G | 8 | 5.2% |
P | 7 | 4.6% |
Other values (15) | 52 |
Lowercase Letter
Value | Count | Frequency (%) |
n | 5 | |
l | 3 | |
a | 3 | |
e | 3 | |
h | 3 | |
o | 2 | 6.2% |
t | 2 | 6.2% |
i | 2 | 6.2% |
s | 2 | 6.2% |
r | 1 | 3.1% |
Other values (6) | 6 |
Decimal Number
Value | Count | Frequency (%) |
0 | 144 | |
2 | 110 | |
1 | 102 | |
5 | 81 | |
8 | 53 | 8.2% |
3 | 43 | 6.6% |
7 | 41 | 6.3% |
4 | 36 | 5.5% |
9 | 22 | 3.4% |
6 | 18 | 2.8% |
Other Punctuation
Value | Count | Frequency (%) |
. | 5 | |
& | 5 | |
! | 2 | 13.3% |
; | 1 | 6.7% |
% | 1 | 6.7% |
: | 1 | 6.7% |
Space Separator
Value | Count | Frequency (%) |
77703 |
Open Punctuation
Value | Count | Frequency (%) |
( | 9 |
Close Punctuation
Value | Count | Frequency (%) |
) | 9 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 78388 | |
Hangul | 57795 | |
Latin | 185 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
스 | 1186 | 2.1% |
이 | 1184 | 2.0% |
사 | 1025 | 1.8% |
원 | 979 | 1.7% |
인 | 870 | 1.5% |
리 | 845 | 1.5% |
점 | 841 | 1.5% |
아 | 675 | 1.2% |
광 | 673 | 1.2% |
어 | 645 | 1.1% |
Other values (923) | 48872 |
Latin
Value | Count | Frequency (%) |
B | 15 | 8.1% |
C | 15 | 8.1% |
S | 12 | 6.5% |
T | 10 | 5.4% |
L | 10 | 5.4% |
M | 8 | 4.3% |
K | 8 | 4.3% |
O | 8 | 4.3% |
G | 8 | 4.3% |
P | 7 | 3.8% |
Other values (31) | 84 |
Common
Value | Count | Frequency (%) |
77703 | ||
0 | 144 | 0.2% |
2 | 110 | 0.1% |
1 | 102 | 0.1% |
5 | 81 | 0.1% |
8 | 53 | 0.1% |
3 | 43 | 0.1% |
7 | 41 | 0.1% |
4 | 36 | < 0.1% |
9 | 22 | < 0.1% |
Other values (10) | 53 | 0.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 78573 | |
Hangul | 57795 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
77703 | ||
0 | 144 | 0.2% |
2 | 110 | 0.1% |
1 | 102 | 0.1% |
5 | 81 | 0.1% |
8 | 53 | 0.1% |
3 | 43 | 0.1% |
7 | 41 | 0.1% |
4 | 36 | < 0.1% |
9 | 22 | < 0.1% |
Other values (51) | 238 | 0.3% |
Hangul
Value | Count | Frequency (%) |
스 | 1186 | 2.1% |
이 | 1184 | 2.0% |
사 | 1025 | 1.8% |
원 | 979 | 1.7% |
인 | 870 | 1.5% |
리 | 845 | 1.5% |
점 | 841 | 1.5% |
아 | 675 | 1.2% |
광 | 673 | 1.2% |
어 | 645 | 1.1% |
Other values (923) | 48872 |
우편번호
Real number (ℝ)
Distinct | 167 |
---|---|
Distinct (%) | 1.7% |
Missing | 1 |
Missing (%) | < 0.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61979.444 |
Minimum | 61900 |
---|---|
Maximum | 62077 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 61900 |
---|---|
5-th percentile | 61903 |
Q1 | 61944 |
median | 61970 |
Q3 | 62021 |
95-th percentile | 62060 |
Maximum | 62077 |
Range | 177 |
Interquartile range (IQR) | 77 |
Descriptive statistics
Standard deviation | 48.97423 |
---|---|
Coefficient of variation (CV) | 0.00079016891 |
Kurtosis | -1.0313929 |
Mean | 61979.444 |
Median Absolute Deviation (MAD) | 39 |
Skewness | 0.17815887 |
Sum | 6.1973246 × 108 |
Variance | 2398.4752 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
61965 | 304 | 3.0% |
61903 | 278 | 2.8% |
61948 | 257 | 2.6% |
62009 | 255 | 2.5% |
62058 | 246 | 2.5% |
61949 | 229 | 2.3% |
61963 | 221 | 2.2% |
61966 | 204 | 2.0% |
62014 | 195 | 1.9% |
62026 | 178 | 1.8% |
Other values (157) | 7632 |
Value | Count | Frequency (%) |
61900 | 93 | 0.9% |
61901 | 134 | |
61902 | 108 | 1.1% |
61903 | 278 | |
61904 | 34 | 0.3% |
61905 | 27 | 0.3% |
61906 | 21 | 0.2% |
61907 | 24 | 0.2% |
61908 | 81 | 0.8% |
61909 | 4 | < 0.1% |
Value | Count | Frequency (%) |
62077 | 2 | < 0.1% |
62076 | 6 | 0.1% |
62075 | 2 | < 0.1% |
62072 | 47 | 0.5% |
62071 | 45 | 0.4% |
62070 | 34 | 0.3% |
62069 | 7 | 0.1% |
62068 | 160 | |
62067 | 13 | 0.1% |
62066 | 41 | 0.4% |
법정동코드
Real number (ℝ)
Distinct | 16 |
---|---|
Distinct (%) | 0.2% |
Missing | 1 |
Missing (%) | < 0.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.9140121 × 109 |
Minimum | 2.9140104 × 109 |
---|---|
Maximum | 2.9140133 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2.9140104 × 109 |
---|---|
5-th percentile | 2.9140106 × 109 |
Q1 | 2.9140118 × 109 |
median | 2.914012 × 109 |
Q3 | 2.9140128 × 109 |
95-th percentile | 2.9140133 × 109 |
Maximum | 2.9140133 × 109 |
Range | 2900 |
Interquartile range (IQR) | 1000 |
Descriptive statistics
Standard deviation | 726.72333 |
---|---|
Coefficient of variation (CV) | 2.4938926 × 10-7 |
Kurtosis | -0.074641281 |
Mean | 2.9140121 × 109 |
Median Absolute Deviation (MAD) | 200 |
Skewness | -0.29948839 |
Sum | 2.9137207 × 1013 |
Variance | 528126.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2914012000 | 1804 | |
2914011800 | 1642 | |
2914011900 | 1568 | |
2914012800 | 1171 | |
2914013000 | 1109 | |
2914010600 | 631 | 6.3% |
2914013300 | 524 | 5.2% |
2914011500 | 485 | 4.9% |
2914010400 | 303 | 3.0% |
2914011600 | 226 | 2.3% |
Other values (6) | 536 | 5.4% |
Value | Count | Frequency (%) |
2914010400 | 303 | 3.0% |
2914010600 | 631 | 6.3% |
2914011500 | 485 | 4.9% |
2914011600 | 226 | 2.3% |
2914011700 | 70 | 0.7% |
2914011800 | 1642 | |
2914011900 | 1568 | |
2914012000 | 1804 | |
2914012100 | 197 | 2.0% |
2914012500 | 2 | < 0.1% |
Value | Count | Frequency (%) |
2914013300 | 524 | 5.2% |
2914013200 | 129 | 1.3% |
2914013100 | 125 | 1.2% |
2914013000 | 1109 | |
2914012900 | 13 | 0.1% |
2914012800 | 1171 | |
2914012500 | 2 | < 0.1% |
2914012100 | 197 | 2.0% |
2914012000 | 1804 | |
2914011900 | 1568 |
행정동코드
Real number (ℝ)
Distinct | 17 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.914076 × 109 |
Minimum | 2.9140115 × 109 |
---|---|
Maximum | 2.914084 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2.9140115 × 109 |
---|---|
5-th percentile | 2.914065 × 109 |
Q1 | 2.914074 × 109 |
median | 2.9140745 × 109 |
Q3 | 2.9140821 × 109 |
95-th percentile | 2.914084 × 109 |
Maximum | 2.914084 × 109 |
Range | 72500 |
Interquartile range (IQR) | 8100 |
Descriptive statistics
Standard deviation | 5806.8665 |
---|---|
Coefficient of variation (CV) | 1.9926956 × 10-6 |
Kurtosis | 3.0246185 |
Mean | 2.914076 × 109 |
Median Absolute Deviation (MAD) | 1500 |
Skewness | -1.0678225 |
Sum | 2.914076 × 1013 |
Variance | 33719698 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2914074000 | 1930 | |
2914074500 | 1713 | |
2914076000 | 1693 | |
2914083000 | 1171 | |
2914082100 | 1030 | |
2914065000 | 631 | 6.3% |
2914084000 | 524 | 5.2% |
2914073000 | 485 | 4.9% |
2914057500 | 303 | 3.0% |
2914080000 | 269 | 2.7% |
Other values (7) | 251 | 2.5% |
Value | Count | Frequency (%) |
2914011500 | 1 | < 0.1% |
2914057500 | 303 | 3.0% |
2914065000 | 631 | 6.3% |
2914073000 | 485 | 4.9% |
2914074000 | 1930 | |
2914074500 | 1713 | |
2914075100 | 56 | 0.6% |
2914075200 | 76 | 0.8% |
2914076000 | 1693 | |
2914077000 | 19 | 0.2% |
Value | Count | Frequency (%) |
2914084000 | 524 | 5.2% |
2914083000 | 1171 | |
2914082400 | 79 | 0.8% |
2914082100 | 1030 | |
2914080000 | 269 | 2.7% |
2914079000 | 9 | 0.1% |
2914078000 | 11 | 0.1% |
2914077000 | 19 | 0.2% |
2914076000 | 1693 | |
2914075200 | 76 | 0.8% |
시도명
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
광주 | |
---|---|
광주 |
Length
Max length | 18 |
---|---|
Median length | 18 |
Mean length | 10.6832 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 광주 |
---|---|
2nd row | 광주 |
3rd row | 광주 |
4th row | 광주 |
5th row | 광주 |
Common Values
Value | Count | Frequency (%) |
광주 | 5427 | |
광주 | 4573 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
광주 | 10000 |
시군구명
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
서구 | |
---|---|
서구 |
Length
Max length | 18 |
---|---|
Median length | 18 |
Mean length | 10.6832 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서구 |
---|---|
2nd row | 서구 |
3rd row | 서구 |
4th row | 서구 |
5th row | 서구 |
Common Values
Value | Count | Frequency (%) |
서구 | 5427 | |
서구 | 4573 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서구 | 10000 |
읍면동명
Categorical
Distinct | 32 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
치평동 | |
---|---|
쌍촌동 | |
화정동 | |
치평동 | |
쌍촌동 | |
Other values (27) |
Length
Max length | 28 |
---|---|
Median length | 27 |
Mean length | 16.0265 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 내방동 |
---|---|
2nd row | 금호동 |
3rd row | 금호동 |
4th row | 치평동 |
5th row | 화정동 |
Common Values
Value | Count | Frequency (%) |
치평동 | 977 | 9.8% |
쌍촌동 | 879 | 8.8% |
화정동 | 873 | 8.7% |
치평동 | 827 | 8.3% |
쌍촌동 | 763 | 7.6% |
화정동 | 695 | 7.0% |
풍암동 | 638 | 6.4% |
금호동 | 597 | 6.0% |
풍암동 | 533 | 5.3% |
금호동 | 512 | 5.1% |
Other values (22) | 2706 |
Length
Value | Count | Frequency (%) |
치평동 | 1804 | |
쌍촌동 | 1642 | |
화정동 | 1568 | |
풍암동 | 1171 | |
금호동 | 1109 | |
농성동 | 631 | 6.3% |
동천동 | 524 | 5.2% |
광천동 | 486 | 4.9% |
양동 | 303 | 3.0% |
유촌동 | 226 | 2.3% |
Other values (6) | 536 | 5.4% |
지번본번
Real number (ℝ)
Distinct | 1011 |
---|---|
Distinct (%) | 10.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 821.4169 |
Minimum | 2 |
---|---|
Maximum | 1612 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 81 |
Q1 | 621 |
median | 865 |
Q3 | 1168 |
95-th percentile | 1301 |
Maximum | 1612 |
Range | 1610 |
Interquartile range (IQR) | 547 |
Descriptive statistics
Standard deviation | 375.65733 |
---|---|
Coefficient of variation (CV) | 0.45732847 |
Kurtosis | -0.63905093 |
Mean | 821.4169 |
Median Absolute Deviation (MAD) | 275 |
Skewness | -0.58275549 |
Sum | 8214169 |
Variance | 141118.43 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23 | 101 | 1.0% |
1168 | 98 | 1.0% |
1228 | 95 | 0.9% |
1222 | 90 | 0.9% |
650 | 80 | 0.8% |
766 | 73 | 0.7% |
1187 | 72 | 0.7% |
239 | 69 | 0.7% |
865 | 69 | 0.7% |
918 | 66 | 0.7% |
Other values (1001) | 9187 |
Value | Count | Frequency (%) |
2 | 5 | 0.1% |
3 | 2 | < 0.1% |
4 | 2 | < 0.1% |
5 | 18 | |
6 | 3 | < 0.1% |
7 | 7 | 0.1% |
8 | 4 | < 0.1% |
10 | 3 | < 0.1% |
11 | 3 | < 0.1% |
12 | 17 |
Value | Count | Frequency (%) |
1612 | 1 | < 0.1% |
1610 | 1 | < 0.1% |
1567 | 1 | < 0.1% |
1561 | 1 | < 0.1% |
1549 | 1 | < 0.1% |
1529 | 2 | < 0.1% |
1480 | 1 | < 0.1% |
1376 | 3 | |
1375 | 5 | |
1374 | 1 | < 0.1% |
도로명
Text
Distinct | 865 |
---|---|
Distinct (%) | 8.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
상무대로 | 413 | 4.1% |
운천로 | 371 | 3.7% |
치평로 | 288 | 2.9% |
상무중앙로 | 259 | 2.6% |
화정로 | 247 | 2.5% |
풍암순환로 | 194 | 1.9% |
화운로 | 185 | 1.9% |
상무연하로 | 181 | 1.8% |
죽봉대로 | 171 | 1.7% |
하남대로 | 160 | 1.6% |
Other values (474) | 7528 |
Most occurring characters
Value | Count | Frequency (%) |
85418 | ||
로 | 9844 | 6.9% |
길 | 4215 | 3.0% |
번 | 4129 | 2.9% |
상 | 2294 | 1.6% |
1 | 2281 | 1.6% |
무 | 2240 | 1.6% |
화 | 2042 | 1.4% |
대 | 1480 | 1.0% |
2 | 1364 | 1.0% |
Other values (105) | 26754 | 18.8% |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 85418 | |
Other Letter | 45663 | |
Decimal Number | 10980 | 7.7% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
로 | 9844 | |
길 | 4215 | 9.2% |
번 | 4129 | 9.0% |
상 | 2294 | 5.0% |
무 | 2240 | 4.9% |
화 | 2042 | 4.5% |
대 | 1480 | 3.2% |
풍 | 1307 | 2.9% |
운 | 1073 | 2.3% |
암 | 972 | 2.1% |
Other values (94) | 16067 |
Decimal Number
Value | Count | Frequency (%) |
1 | 2281 | |
2 | 1364 | |
4 | 1291 | |
8 | 1129 | |
3 | 980 | |
5 | 974 | |
0 | 856 | 7.8% |
9 | 744 | 6.8% |
6 | 739 | 6.7% |
7 | 622 | 5.7% |
Space Separator
Value | Count | Frequency (%) |
85418 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 96398 | |
Hangul | 45663 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
로 | 9844 | |
길 | 4215 | 9.2% |
번 | 4129 | 9.0% |
상 | 2294 | 5.0% |
무 | 2240 | 4.9% |
화 | 2042 | 4.5% |
대 | 1480 | 3.2% |
풍 | 1307 | 2.9% |
운 | 1073 | 2.3% |
암 | 972 | 2.1% |
Other values (94) | 16067 |
Common
Value | Count | Frequency (%) |
85418 | ||
1 | 2281 | 2.4% |
2 | 1364 | 1.4% |
4 | 1291 | 1.3% |
8 | 1129 | 1.2% |
3 | 980 | 1.0% |
5 | 974 | 1.0% |
0 | 856 | 0.9% |
9 | 744 | 0.8% |
6 | 739 | 0.8% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 96398 | |
Hangul | 45663 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
85418 | ||
1 | 2281 | 2.4% |
2 | 1364 | 1.4% |
4 | 1291 | 1.3% |
8 | 1129 | 1.2% |
3 | 980 | 1.0% |
5 | 974 | 1.0% |
0 | 856 | 0.9% |
9 | 744 | 0.8% |
6 | 739 | 0.8% |
Hangul
Value | Count | Frequency (%) |
로 | 9844 | |
길 | 4215 | 9.2% |
번 | 4129 | 9.0% |
상 | 2294 | 5.0% |
무 | 2240 | 4.9% |
화 | 2042 | 4.5% |
대 | 1480 | 3.2% |
풍 | 1307 | 2.9% |
운 | 1073 | 2.3% |
암 | 972 | 2.1% |
Other values (94) | 16067 |
건물본번
Real number (ℝ)
Distinct | 606 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 121.3201 |
Minimum | 0 |
---|---|
Maximum | 1236 |
Zeros | 8 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3 |
Q1 | 11 |
median | 35 |
Q3 | 103 |
95-th percentile | 764.1 |
Maximum | 1236 |
Range | 1236 |
Interquartile range (IQR) | 92 |
Descriptive statistics
Standard deviation | 227.88301 |
---|---|
Coefficient of variation (CV) | 1.8783615 |
Kurtosis | 7.8873421 |
Mean | 121.3201 |
Median Absolute Deviation (MAD) | 29 |
Skewness | 2.9170224 |
Sum | 1213201 |
Variance | 51930.665 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 289 | 2.9% |
4 | 281 | 2.8% |
6 | 243 | 2.4% |
8 | 234 | 2.3% |
7 | 228 | 2.3% |
9 | 228 | 2.3% |
1 | 215 | 2.1% |
5 | 214 | 2.1% |
10 | 212 | 2.1% |
19 | 203 | 2.0% |
Other values (596) | 7653 |
Value | Count | Frequency (%) |
0 | 8 | 0.1% |
1 | 215 | |
2 | 185 | |
3 | 289 | |
4 | 281 | |
5 | 214 | |
6 | 243 | |
7 | 228 | |
8 | 234 | |
9 | 228 |
Value | Count | Frequency (%) |
1236 | 3 | |
1228 | 7 | |
1226 | 2 | < 0.1% |
1206 | 2 | < 0.1% |
1197 | 2 | < 0.1% |
1191 | 1 | < 0.1% |
1181 | 1 | < 0.1% |
1179 | 6 | |
1173 | 1 | < 0.1% |
1156 | 1 | < 0.1% |
지번부번
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | < 0.1% |
Memory size | 156.2 KiB |
광고물종류
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | < 0.1% |
Memory size | 156.2 KiB |
광고물종류구분
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2 | 1 |
---|---|
0 | 1 |
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 11.3094 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | |
---|---|
2nd row | |
3rd row | |
4th row | |
5th row |
Common Values
Value | Count | Frequency (%) |
5426 | ||
4572 | ||
2 | 1 | < 0.1% |
0 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 1 | |
0 | 1 |
조명
Categorical
IMBALANCE
 
Distinct | 11 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
일반전기 | |
---|---|
일반전기 | |
전광류 | 279 |
전광류 | 277 |
네온 | 105 |
Other values (6) | 144 |
Length
Max length | 20 |
---|---|
Median length | 6 |
Mean length | 5.0923 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 일반전기 |
---|---|
2nd row | 일반전기 |
3rd row | 일반전기 |
4th row | 일반전기 |
5th row | 전광류 |
Common Values
Value | Count | Frequency (%) |
일반전기 | 5009 | |
일반전기 | 4186 | |
전광류 | 279 | 2.8% |
전광류 | 277 | 2.8% |
네온 | 105 | 1.1% |
네온 | 82 | 0.8% |
화공 | 32 | 0.3% |
화공 | 27 | 0.3% |
3 | 1 | < 0.1% |
1 | < 0.1% |
Length
Value | Count | Frequency (%) |
일반전기 | 9195 | |
전광류 | 556 | 5.6% |
네온 | 187 | 1.9% |
화공 | 59 | 0.6% |
3 | 1 | < 0.1% |
해당없음 | 1 | < 0.1% |
적법구분
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 0 |
---|---|
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
불법구분
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 0 |
---|---|
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
점용여부
Categorical
IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
N | |
---|---|
Y | |
1 | |
1 | |
폐업함 | 1 |
Length
Max length | 100 |
---|---|
Median length | 1 |
Mean length | 1.0194 |
Min length | 1 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | N |
---|---|
2nd row | N |
3rd row | N |
4th row | N |
5th row | N |
Common Values
Value | Count | Frequency (%) |
N | 8937 | |
Y | 1059 | 10.6% |
1 | < 0.1% | |
1 | < 0.1% | |
폐업함 | 1 | < 0.1% |
우측포함 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
n | 8937 | |
y | 1059 | 10.6% |
폐업함 | 1 | < 0.1% |
우측포함 | 1 | < 0.1% |
현재상태
Categorical
Distinct | 10 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
불법 | |
---|---|
불법 | |
적법 | |
적법 | |
철거 | 113 |
Other values (5) | 117 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 5.2549 |
Min length | 1 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 불법 |
---|---|
2nd row | 적법 |
3rd row | 불법 |
4th row | 적법 |
5th row | 불법 |
Common Values
Value | Count | Frequency (%) |
불법 | 3080 | |
불법 | 2528 | |
적법 | 2232 | |
적법 | 1930 | |
철거 | 113 | 1.1% |
철거 | 113 | 1.1% |
N | 1 | < 0.1% |
<NA> | 1 | < 0.1% |
1 | 1 | < 0.1% |
2 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
불법 | 5608 | |
적법 | 4162 | |
철거 | 226 | 2.3% |
n | 1 | < 0.1% |
na | 1 | < 0.1% |
1 | 1 | < 0.1% |
2 | 1 | < 0.1% |
허가신고번호
Text
MISSING
 
Distinct | 60 |
---|---|
Distinct (%) | 0.7% |
Missing | 1447 |
Missing (%) | 14.5% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
2016360011109100000 | 548 | |
2017360011109100000 | 375 | |
2009360001409100000 | 128 | 6.4% |
2009360001409200000 | 83 | 4.2% |
2008360001409210000 | 80 | 4.0% |
2008360001409200000 | 79 | 4.0% |
2014360010009200000 | 74 | 3.7% |
2011360001409100000 | 63 | 3.2% |
2008360001409110000 | 50 | 2.5% |
2008360001409100000 | 48 | 2.4% |
Other values (48) | 459 |
Most occurring characters
Value | Count | Frequency (%) |
76449 | ||
0 | 19415 | 17.0% |
1 | 7095 | 6.2% |
6 | 2553 | 2.2% |
2 | 2550 | 2.2% |
9 | 2248 | 2.0% |
3 | 2139 | 1.9% |
4 | 856 | 0.7% |
7 | 460 | 0.4% |
8 | 324 | 0.3% |
Other values (4) | 62 | 0.1% |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 76449 | |
Decimal Number | 37696 | |
Other Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 19415 | |
1 | 7095 | 18.8% |
6 | 2553 | 6.8% |
2 | 2550 | 6.8% |
9 | 2248 | 6.0% |
3 | 2139 | 5.7% |
4 | 856 | 2.3% |
7 | 460 | 1.2% |
8 | 324 | 0.9% |
5 | 56 | 0.1% |
Other Letter
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
Space Separator
Value | Count | Frequency (%) |
76449 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 114145 | |
Hangul | 6 | < 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
76449 | ||
0 | 19415 | 17.0% |
1 | 7095 | 6.2% |
6 | 2553 | 2.2% |
2 | 2550 | 2.2% |
9 | 2248 | 2.0% |
3 | 2139 | 1.9% |
4 | 856 | 0.7% |
7 | 460 | 0.4% |
8 | 324 | 0.3% |
Hangul
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 114145 | |
Hangul | 6 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
76449 | ||
0 | 19415 | 17.0% |
1 | 7095 | 6.2% |
6 | 2553 | 2.2% |
2 | 2550 | 2.2% |
9 | 2248 | 2.0% |
3 | 2139 | 1.9% |
4 | 856 | 0.7% |
7 | 460 | 0.4% |
8 | 324 | 0.3% |
Hangul
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
지역용도
Categorical
IMBALANCE
 
Distinct | 9 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
기타권역 | |
---|---|
기타권역 | |
중점권역 | 95 |
중점권역 | 81 |
상업권역 | 39 |
Other values (4) | 46 |
Length
Max length | 16 |
---|---|
Median length | 16 |
Mean length | 10.51 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 기타권역 |
---|---|
2nd row | 기타권역 |
3rd row | 기타권역 |
4th row | 기타권역 |
5th row | 기타권역 |
Common Values
Value | Count | Frequency (%) |
기타권역 | 5283 | |
기타권역 | 4456 | |
중점권역 | 95 | 0.9% |
중점권역 | 81 | 0.8% |
상업권역 | 39 | 0.4% |
상업권역 | 29 | 0.3% |
일반권역 | 8 | 0.1% |
일반권역 | 5 | 0.1% |
<NA> | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
기타권역 | 9739 | |
중점권역 | 176 | 1.8% |
상업권역 | 68 | 0.7% |
일반권역 | 13 | 0.1% |
na | 4 | < 0.1% |
처리자
Categorical
IMBALANCE
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
7118 | |
---|---|
7688 | |
7451 | 4 |
<NA> | 1 |
중점권역 | 1 |
Other values (2) | 2 |
Length
Max length | 16 |
---|---|
Median length | 4 |
Mean length | 4.0024 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 7688 |
---|---|
2nd row | 7118 |
3rd row | 7118 |
4th row | 7118 |
5th row | 7118 |
Common Values
Value | Count | Frequency (%) |
7118 | 6306 | |
7688 | 3686 | |
7451 | 4 | < 0.1% |
<NA> | 1 | < 0.1% |
중점권역 | 1 | < 0.1% |
기타권역 | 1 | < 0.1% |
기타권역 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
7118 | 6306 | |
7688 | 3686 | |
7451 | 4 | < 0.1% |
기타권역 | 2 | < 0.1% |
na | 1 | < 0.1% |
중점권역 | 1 | < 0.1% |
규격1(가로)
Text
Distinct | 229 |
---|---|
Distinct (%) | 2.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
0.8 | 1824 | |
4 | 627 | 6.3% |
0.3 | 601 | 6.0% |
3 | 560 | 5.6% |
3.5 | 433 | 4.3% |
5 | 412 | 4.1% |
6 | 362 | 3.6% |
1 | 342 | 3.4% |
4.5 | 313 | 3.1% |
0.7 | 308 | 3.1% |
Other values (219) | 4218 |
Most occurring characters
Value | Count | Frequency (%) |
. | 6146 | |
0 | 3610 | |
5 | 2786 | |
8 | 2459 | |
3 | 1936 | 8.4% |
1 | 1479 | 6.4% |
4 | 1251 | 5.4% |
2 | 1187 | 5.2% |
6 | 892 | 3.9% |
7 | 834 | 3.6% |
Other values (5) | 462 | 2.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 16878 | |
Other Punctuation | 6146 | 26.7% |
Space Separator | 12 | 0.1% |
Other Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 3610 | |
5 | 2786 | |
8 | 2459 | |
3 | 1936 | |
1 | 1479 | |
4 | 1251 | 7.4% |
2 | 1187 | 7.0% |
6 | 892 | 5.3% |
7 | 834 | 4.9% |
9 | 444 | 2.6% |
Other Letter
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
Other Punctuation
Value | Count | Frequency (%) |
. | 6146 |
Space Separator
Value | Count | Frequency (%) |
12 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 23036 | |
Hangul | 6 | < 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 6146 | |
0 | 3610 | |
5 | 2786 | |
8 | 2459 | |
3 | 1936 | 8.4% |
1 | 1479 | 6.4% |
4 | 1251 | 5.4% |
2 | 1187 | 5.2% |
6 | 892 | 3.9% |
7 | 834 | 3.6% |
Other values (2) | 456 | 2.0% |
Hangul
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 23036 | |
Hangul | 6 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 6146 | |
0 | 3610 | |
5 | 2786 | |
8 | 2459 | |
3 | 1936 | 8.4% |
1 | 1479 | 6.4% |
4 | 1251 | 5.4% |
2 | 1187 | 5.2% |
6 | 892 | 3.9% |
7 | 834 | 3.6% |
Other values (2) | 456 | 2.0% |
Hangul
Value | Count | Frequency (%) |
법 | 3 | |
적 | 2 | |
불 | 1 | 16.7% |
규격1(세로)
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 0 |
---|---|
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
규격1(면)
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.28499 |
Minimum | 1 |
---|---|
Maximum | 5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 1 |
Q3 | 2 |
95-th percentile | 2 |
Maximum | 5 |
Range | 4 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 0.47723838 |
---|---|
Coefficient of variation (CV) | 0.37139463 |
Kurtosis | 2.4250078 |
Mean | 1.28499 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.4732255 |
Sum | 12849.9 |
Variance | 0.22775648 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.0 | 7235 | |
2.0 | 2710 | 27.1% |
4.0 | 31 | 0.3% |
3.0 | 21 | 0.2% |
5.0 | 1 | < 0.1% |
1.7 | 1 | < 0.1% |
1.2 | 1 | < 0.1% |
Value | Count | Frequency (%) |
1.0 | 7235 | |
1.2 | 1 | < 0.1% |
1.7 | 1 | < 0.1% |
2.0 | 2710 | 27.1% |
3.0 | 21 | 0.2% |
4.0 | 31 | 0.3% |
5.0 | 1 | < 0.1% |
Value | Count | Frequency (%) |
5.0 | 1 | < 0.1% |
4.0 | 31 | 0.3% |
3.0 | 21 | 0.2% |
2.0 | 2710 | 27.1% |
1.7 | 1 | < 0.1% |
1.2 | 1 | < 0.1% |
1.0 | 7235 |
규격2(가로)
Real number (ℝ)
ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.074904 |
Minimum | 0 |
---|---|
Maximum | 28 |
Zeros | 9767 |
Zeros (%) | 97.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0 |
Maximum | 28 |
Range | 28 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.81678674 |
---|---|
Coefficient of variation (CV) | 10.904448 |
Kurtosis | 324.73551 |
Mean | 0.074904 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 15.865005 |
Sum | 749.04 |
Variance | 0.66714058 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9767 | |
0.3 | 70 | 0.7% |
0.5 | 19 | 0.2% |
8.0 | 10 | 0.1% |
6.0 | 10 | 0.1% |
1.0 | 10 | 0.1% |
0.6 | 8 | 0.1% |
7.0 | 8 | 0.1% |
0.4 | 8 | 0.1% |
2.0 | 7 | 0.1% |
Other values (51) | 83 | 0.8% |
Value | Count | Frequency (%) |
0.0 | 9767 | |
0.2 | 4 | < 0.1% |
0.25 | 1 | < 0.1% |
0.3 | 70 | 0.7% |
0.36 | 1 | < 0.1% |
0.4 | 8 | 0.1% |
0.5 | 19 | 0.2% |
0.55 | 1 | < 0.1% |
0.6 | 8 | 0.1% |
0.7 | 1 | < 0.1% |
Value | Count | Frequency (%) |
28.0 | 1 | |
19.0 | 2 | |
18.0 | 1 | |
16.0 | 1 | |
15.2 | 1 | |
15.0 | 1 | |
13.5 | 1 | |
13.0 | 2 | |
12.3 | 1 | |
12.0 | 1 |
규격2(세로)
Real number (ℝ)
ZEROS
 
Distinct | 33 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.040361 |
Minimum | 0 |
---|---|
Maximum | 9 |
Zeros | 9773 |
Zeros (%) | 97.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0 |
Maximum | 9 |
Range | 9 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.32181152 |
---|---|
Coefficient of variation (CV) | 7.9733288 |
Kurtosis | 242.74843 |
Mean | 0.040361 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 12.854665 |
Sum | 403.61 |
Variance | 0.10356266 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9773 | |
2.0 | 96 | 1.0% |
1.0 | 21 | 0.2% |
1.5 | 17 | 0.2% |
0.8 | 15 | 0.1% |
1.2 | 13 | 0.1% |
2.5 | 8 | 0.1% |
0.7 | 7 | 0.1% |
0.5 | 7 | 0.1% |
1.3 | 5 | 0.1% |
Other values (23) | 38 | 0.4% |
Value | Count | Frequency (%) |
0.0 | 9773 | |
0.25 | 1 | < 0.1% |
0.3 | 2 | < 0.1% |
0.4 | 3 | < 0.1% |
0.5 | 7 | 0.1% |
0.55 | 1 | < 0.1% |
0.6 | 2 | < 0.1% |
0.65 | 1 | < 0.1% |
0.66 | 1 | < 0.1% |
0.7 | 7 | 0.1% |
Value | Count | Frequency (%) |
9.0 | 2 | < 0.1% |
7.5 | 1 | < 0.1% |
7.1 | 1 | < 0.1% |
7.0 | 1 | < 0.1% |
6.0 | 1 | < 0.1% |
5.2 | 1 | < 0.1% |
5.0 | 2 | < 0.1% |
3.0 | 4 | |
2.6 | 1 | < 0.1% |
2.5 | 8 |
규격2(면)
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 206 |
2 | 23 |
8 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9770 | |
1 | 206 | 2.1% |
2 | 23 | 0.2% |
8 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9770 | |
1 | 206 | 2.1% |
2 | 23 | 0.2% |
8 | 1 | < 0.1% |
규격(높이)
Real number (ℝ)
ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.28364 |
Minimum | 0 |
---|---|
Maximum | 12 |
Zeros | 9486 |
Zeros (%) | 94.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 2 |
Maximum | 12 |
Range | 12 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1.3124521 |
---|---|
Coefficient of variation (CV) | 4.6271758 |
Kurtosis | 25.080964 |
Mean | 0.28364 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.9593714 |
Sum | 2836.4 |
Variance | 1.7225306 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9486 | |
6.0 | 69 | 0.7% |
7.0 | 55 | 0.5% |
5.0 | 54 | 0.5% |
4.0 | 48 | 0.5% |
3.0 | 40 | 0.4% |
8.0 | 35 | 0.4% |
5.5 | 27 | 0.3% |
2.0 | 25 | 0.2% |
4.5 | 22 | 0.2% |
Other values (30) | 139 | 1.4% |
Value | Count | Frequency (%) |
0.0 | 9486 | |
1.0 | 2 | < 0.1% |
1.2 | 1 | < 0.1% |
1.4 | 1 | < 0.1% |
1.5 | 3 | < 0.1% |
2.0 | 25 | 0.2% |
2.1 | 1 | < 0.1% |
2.3 | 1 | < 0.1% |
2.4 | 1 | < 0.1% |
2.5 | 19 | 0.2% |
Value | Count | Frequency (%) |
12.0 | 4 | < 0.1% |
11.5 | 1 | < 0.1% |
10.0 | 9 | 0.1% |
9.9 | 1 | < 0.1% |
9.5 | 3 | < 0.1% |
9.4 | 5 | 0.1% |
9.0 | 17 | |
8.5 | 9 | 0.1% |
8.0 | 35 | |
7.9 | 1 | < 0.1% |
면적(제곱미터)
Real number (ℝ)
SKEWED
 
Distinct | 653 |
---|---|
Distinct (%) | 6.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.956465 |
Minimum | 0 |
---|---|
Maximum | 702 |
Zeros | 4 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.54 |
Q1 | 2 |
median | 4.2 |
Q3 | 7 |
95-th percentile | 16 |
Maximum | 702 |
Range | 702 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 12.832875 |
---|---|
Coefficient of variation (CV) | 2.1544449 |
Kurtosis | 1713.2471 |
Mean | 5.956465 |
Median Absolute Deviation (MAD) | 2.3 |
Skewness | 35.226806 |
Sum | 59564.65 |
Variance | 164.68269 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.8 | 563 | 5.6% |
4.0 | 418 | 4.2% |
0.6 | 319 | 3.2% |
3.2 | 310 | 3.1% |
6.4 | 259 | 2.6% |
1.0 | 254 | 2.5% |
6.0 | 249 | 2.5% |
5.6 | 221 | 2.2% |
2.4 | 220 | 2.2% |
3.0 | 216 | 2.2% |
Other values (643) | 6971 |
Value | Count | Frequency (%) |
0.0 | 4 | < 0.1% |
0.03 | 1 | < 0.1% |
0.04 | 3 | < 0.1% |
0.06 | 2 | < 0.1% |
0.09 | 5 | 0.1% |
0.1 | 2 | < 0.1% |
0.12 | 7 | 0.1% |
0.14 | 1 | < 0.1% |
0.15 | 19 | |
0.16 | 6 | 0.1% |
Value | Count | Frequency (%) |
702.0 | 1 | |
648.0 | 1 | |
497.0 | 1 | |
184.8 | 1 | |
124.3 | 1 | |
120.0 | 1 | |
110.0 | 1 | |
100.64 | 1 | |
95.5 | 1 | |
91.0 | 1 |
도로점용비율
Real number (ℝ)
ZEROS
 
Distinct | 16 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.123612 |
Minimum | 0 |
---|---|
Maximum | 100 |
Zeros | 8936 |
Zeros (%) | 89.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 100 |
Maximum | 100 |
Range | 100 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 29.7148 |
---|---|
Coefficient of variation (CV) | 2.9351974 |
Kurtosis | 5.0183648 |
Mean | 10.123612 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.6349605 |
Sum | 101236.12 |
Variance | 882.96934 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 8936 | |
100.0 | 938 | 9.4% |
50.0 | 55 | 0.5% |
70.0 | 27 | 0.3% |
80.0 | 24 | 0.2% |
60.0 | 5 | 0.1% |
40.0 | 5 | 0.1% |
25.0 | 2 | < 0.1% |
55.0 | 1 | < 0.1% |
90.0 | 1 | < 0.1% |
Other values (6) | 6 | 0.1% |
Value | Count | Frequency (%) |
0.0 | 8936 | |
1.2 | 1 | < 0.1% |
2.72 | 1 | < 0.1% |
7.2 | 1 | < 0.1% |
20.0 | 1 | < 0.1% |
25.0 | 2 | < 0.1% |
40.0 | 5 | 0.1% |
50.0 | 55 | 0.5% |
55.0 | 1 | < 0.1% |
60.0 | 5 | 0.1% |
Value | Count | Frequency (%) |
100.0 | 938 | |
90.0 | 1 | < 0.1% |
85.0 | 1 | < 0.1% |
80.0 | 24 | 0.2% |
70.0 | 27 | 0.3% |
65.0 | 1 | < 0.1% |
60.0 | 5 | 0.1% |
55.0 | 1 | < 0.1% |
50.0 | 55 | 0.5% |
40.0 | 5 | 0.1% |
업종코드
Categorical
IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
8 | |
---|---|
5 | 2 |
2 | |
3 | 2 |
<NA> | 1 |
Length
Max length | 12 |
---|---|
Median length | 1 |
Mean length | 1.0025 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 8 |
---|---|
2nd row | 8 |
3rd row | 8 |
4th row | 8 |
5th row | 8 |
Common Values
Value | Count | Frequency (%) |
8 | 9992 | |
5 | 2 | < 0.1% |
2 | < 0.1% | |
3 | 2 | < 0.1% |
<NA> | 1 | < 0.1% |
1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
8 | 9992 | |
5 | 2 | < 0.1% |
3 | 2 | < 0.1% |
na | 1 | < 0.1% |
세수구분
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
없음 | |
---|---|
구세 | |
시세 | 67 |
8 | 3 |
1 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9996 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 없음 |
---|---|
2nd row | 없음 |
3rd row | 없음 |
4th row | 없음 |
5th row | 없음 |
Common Values
Value | Count | Frequency (%) |
없음 | 8936 | |
구세 | 993 | 9.9% |
시세 | 67 | 0.7% |
8 | 3 | < 0.1% |
1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
없음 | 8936 | |
구세 | 993 | 9.9% |
시세 | 67 | 0.7% |
8 | 3 | < 0.1% |
안전점검대상여부
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
FALSE | |
---|---|
TRUE | |
없음 | 2 |
8 | 1 |
구세 | 1 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.8984 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | FALSE |
---|---|
2nd row | FALSE |
3rd row | FALSE |
4th row | FALSE |
5th row | FALSE |
Common Values
Value | Count | Frequency (%) |
FALSE | 8993 | |
TRUE | 1003 | 10.0% |
없음 | 2 | < 0.1% |
8 | 1 | < 0.1% |
구세 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
false | 8993 | |
true | 1003 | 10.0% |
없음 | 2 | < 0.1% |
8 | 1 | < 0.1% |
구세 | 1 | < 0.1% |
양성화여부
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 0 |
---|---|
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
전수조사번호
Real number (ℝ)
SKEWED
 
Distinct | 10 |
---|---|
Distinct (%) | 0.1% |
Missing | 2 |
Missing (%) | < 0.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0159642 × 1018 |
Minimum | 0 |
---|---|
Maximum | 2.02236 × 1018 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.01636 × 1018 |
Q1 | 2.01636 × 1018 |
median | 2.01636 × 1018 |
Q3 | 2.01636 × 1018 |
95-th percentile | 2.01636 × 1018 |
Maximum | 2.02236 × 1018 |
Range | 2.02236 × 1018 |
Interquartile range (IQR) | 19968 |
Descriptive statistics
Standard deviation | 2.8517523 × 1016 |
---|---|
Coefficient of variation (CV) | 0.014145848 |
Kurtosis | 4996.2515 |
Mean | 2.0159642 × 1018 |
Median Absolute Deviation (MAD) | 9984 |
Skewness | -70.690364 |
Sum | -6.6807124 × 1018 |
Variance | 8.1324912 × 1032 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2016360000013009920 | 2173 | |
2016360000013019904 | 2136 | |
2016360000012999936 | 2133 | |
2016360000013029888 | 2080 | |
2016360000013040128 | 1420 | |
2017360000013040128 | 49 | 0.5% |
2022360000013050112 | 3 | < 0.1% |
0 | 2 | < 0.1% |
2022360000013060096 | 1 | < 0.1% |
2019360000013040128 | 1 | < 0.1% |
(Missing) | 2 | < 0.1% |
Value | Count | Frequency (%) |
0 | 2 | < 0.1% |
2016360000012999936 | 2133 | |
2016360000013009920 | 2173 | |
2016360000013019904 | 2136 | |
2016360000013029888 | 2080 | |
2016360000013040128 | 1420 | |
2017360000013040128 | 49 | 0.5% |
2019360000013040128 | 1 | < 0.1% |
2022360000013050112 | 3 | < 0.1% |
2022360000013060096 | 1 | < 0.1% |
Value | Count | Frequency (%) |
2022360000013060096 | 1 | < 0.1% |
2022360000013050112 | 3 | < 0.1% |
2019360000013040128 | 1 | < 0.1% |
2017360000013040128 | 49 | 0.5% |
2016360000013040128 | 1420 | |
2016360000013029888 | 2080 | |
2016360000013019904 | 2136 | |
2016360000013009920 | 2173 | |
2016360000012999936 | 2133 | |
0 | 2 | < 0.1% |
장소별현황코드
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
<NA> | 4 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0012 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 9996 | |
<NA> | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9996 | |
na | 4 | < 0.1% |
유형별현황코드
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
4 | |
---|---|
1 | 3 |
<NA> | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0003 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 4 |
---|---|
2nd row | 4 |
3rd row | 4 |
4th row | 4 |
5th row | 4 |
Common Values
Value | Count | Frequency (%) |
4 | 9996 | |
1 | 3 | < 0.1% |
<NA> | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
4 | 9996 | |
1 | 3 | < 0.1% |
na | 1 | < 0.1% |
고유번호 | 계획번호 | 태그번호 | 조사일자 | 수정일자 | 등록일자 | 업소명 | 광고물표시내용 | 우편번호 | 법정동코드 | 행정동코드 | 시도명 | 시군구명 | 읍면동명 | 지번본번 | 도로명 | 건물본번 | 지번부번 | 광고물종류 | 광고물종류구분 | 조명 | 적법구분 | 불법구분 | 점용여부 | 현재상태 | 허가신고번호 | 지역용도 | 처리자 | 규격1(가로) | 규격1(세로) | 규격1(면) | 규격2(가로) | 규격2(세로) | 규격2(면) | 규격(높이) | 면적(제곱미터) | 도로점용비율 | 업종코드 | 세수구분 | 안전점검대상여부 | 양성화여부 | 전수조사번호 | 장소별현황코드 | 유형별현황코드 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3610 | 62022016012599900000 | A2022021801 | 6202 | 2022-02-18 | 2022-10-18 | 2016-01-25 | 나들가게내방점 | 나들가게선진협동조합 | 61976 | 2914012100 | 2914074000 | 광주 | 서구 | 내방동 | 839 | 월드컵4강로182번길 | 21 | 18.0 | 0 | 일반전기 | 4 | 2 | N | 불법 | 기타권역 | 7688 | 2.5 | 1.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 3.25 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000012999936 | 1 | 4 | ||
20745 | 62022016041200000000 | A2022021801 | 6202 | 2022-02-18 | <NA> | 2016-04-12 | 김성영이용원 | 김성영이용원 | 62002 | 2914013000 | 2914082100 | 광주 | 서구 | 금호동 | 723 | 금부로 | 77 | 14 | 0 | 일반전기 | 3 | 5 | N | 적법 | <NA> | 기타권역 | 7118 | 3.6 | 0.8 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 2.88 | 0.0 | 8 | 없음 | FALSE | False | 2016360000013029888 | 1 | 4 | |
21889 | 62022016041400000000 | A2022021801 | 6202 | 2022-02-18 | 2017-02-06 | 2016-04-14 | 샤또마들렌과자점 | 샤또마들렌과자점 | 62009 | 2914013000 | 2914082100 | 광주 | 서구 | 금호동 | 766 | 금화로 | 101 | 11 | 0 | 일반전기 | 4 | 2 | N | 불법 | 기타권역 | 7118 | 1 | 2.0 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 2.0 | 0.0 | 8 | 없음 | FALSE | False | 2016360000013029888 | 1 | 4 | ||
9758 | 62022016022299900000 | A2022021801 | 6202 | 2022-02-18 | <NA> | 2016-02-22 | 바디스튜디오 | 바디스튜디오 | 61947 | 2914012000 | 2914074000 | 광주 | 서구 | 치평동 | 1203 | 상무연하로 | 112 | 0.0 | 0 | 일반전기 | 3 | 5 | N | 적법 | <NA> | 기타권역 | 7118 | 3.2 | 0.8 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 2.56 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013009920 | 1 | 4 | |
6657 | 62022016020599900000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-03 | 2016-02-05 | 바다정보통신 | 바다정보통신 | 61979 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 783 | 상무대로 | 1073 | 21.0 | 0 | 전광류 | 4 | 2 | N | 불법 | 기타권역 | 7118 | 0.6 | 0.5 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.3 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013009920 | 1 | 4 | ||
14105 | 62022016032699900000 | A2022021801 | 6202 | 2022-02-18 | 2023-04-25 | 2016-03-26 | 이편한마트 | 이편한마트 | 61916 | 2914011500 | 2914073000 | 광주 | 서구 | 광천동 | 895 | 화운로 | 278 | 0.0 | 0 | 일반전기 | 1 | 5 | N | 적법 | 2016360011109100000 | 기타권역 | 7688 | 12 | 1.5 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 18.0 | 0.0 | 8 | 없음 | TRUE | TRUE | 2016360000013019904 | 1 | 4 | |
11294 | 62022016030799900000 | A2022021801 | 6202 | 2022-02-18 | <NA> | 2016-03-07 | 더릴렉세이션 | 더릴렉세이션 | 61960 | 2914012000 | 2914074500 | 광주 | 서구 | 치평동 | 1284 | 상무화원로 | 5 | 2.0 | 3 | 일반전기 | 3 | 5 | N | 적법 | <NA> | 기타권역 | 7118 | 1.8 | 0.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.54 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013009920 | 1 | 4 | |
8952 | 62022016021799900000 | A2022021801 | 6202 | 2022-02-18 | <NA> | 2016-02-17 | 하루룸소주방 | 하루룸소주방 | 61948 | 2914012000 | 2914074500 | 광주 | 서구 | 치평동 | 1222 | 시청로60번길 | 19 | 3.0 | 3 | 일반전기 | 4 | 1 | N | 불법 | <NA> | 기타권역 | 7118 | 11 | 1.2 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 13.2 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013009920 | 1 | 4 | |
27554 | 62022016051800000000 | A2022021801 | 6202 | 2022-02-18 | 2023-02-03 | 2016-05-18 | 미스미스터헤어샵 | 사인볼 | 61952 | 2914012000 | 2914074500 | 광주 | 서구 | 치평동 | 1168 | 상무공원로 | 112 | 0 | 1 | 일반전기 | 4 | 1 | N | 불법 | 기타권역 | 7688 | 0.3 | 1.0 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.3 | 0.0 | 8 | 없음 | FALSE | False | 2016360000013040128 | 1 | 4 | ||
5455 | 62022016020299900000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-09 | 2016-02-02 | 카페이쪼광천점 | 카페이쪼 | 61917 | 2914011500 | 2914073000 | 광주 | 서구 | 광천동 | 35 | 무진대로 | 947 | 16.0 | 3 | 일반전기 | 1 | 5 | N | 적법 | 2016360011109100000 | 기타권역 | 7118 | 5.5 | 1.4 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 7.7 | 0.0 | 8 | 없음 | FALSE | TRUE | 2016360000012999936 | 1 | 4 |
고유번호 | 계획번호 | 태그번호 | 조사일자 | 수정일자 | 등록일자 | 업소명 | 광고물표시내용 | 우편번호 | 법정동코드 | 행정동코드 | 시도명 | 시군구명 | 읍면동명 | 지번본번 | 도로명 | 건물본번 | 지번부번 | 광고물종류 | 광고물종류구분 | 조명 | 적법구분 | 불법구분 | 점용여부 | 현재상태 | 허가신고번호 | 지역용도 | 처리자 | 규격1(가로) | 규격1(세로) | 규격1(면) | 규격2(가로) | 규격2(세로) | 규격2(면) | 규격(높이) | 면적(제곱미터) | 도로점용비율 | 업종코드 | 세수구분 | 안전점검대상여부 | 양성화여부 | 전수조사번호 | 장소별현황코드 | 유형별현황코드 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16572 | 62022016040400000000 | A2022021801 | 6202 | 2022-02-18 | 2017-02-08 | 2016-04-04 | 화정미래로약국 | 화정미래로약국 | 62045 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 1299 | 화운로 | 7 | 0 | 0 | 일반전기 | 1 | 5 | N | 적법 | 2016360011109100000 | 기타권역 | 7118 | 9.8 | 1.0 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 9.8 | 0.0 | 8 | 없음 | FALSE | True | 2016360000013019904 | 1 | 4 | |
14904 | 62022016033099900000 | A2022021801 | 6202 | 2022-02-18 | 2016-05-11 | 2016-03-30 | 필요한정신과 | 필요한정신건강의학과의원 | 61962 | 2914012000 | 2914074500 | 광주 | 서구 | 치평동 | 1180 | 상무중앙로 | 43 | 0.0 | 0 | 일반전기 | 2 | 5 | N | 적법 | 2008360001409210000 | 기타권역 | 7118 | 4.8 | 1 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 4.8 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013019904 | 1 | 4 | |
3564 | 62022016012599900000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-06 | 2016-01-25 | 궁리기획 | 궁리기획 | 61979 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 786 | 화운로 | 172 | 6.0 | 0 | 일반전기 | 3 | 5 | N | 적법 | 기타권역 | 7118 | 0.8 | 1 | 2.0 | 0.0 | 0.0 | 0 | 9.4 | 1.6 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000012999936 | 1 | 4 | ||
13328 | 62022016032371100000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-08 | 2016-03-23 | 쨈호프 | 쨈호프 | 61927 | 2914010600 | 2914065000 | 광주 | 서구 | 농성동 | 645 | 화정로309번길 | 38 | 9.0 | 0 | 일반전기 | 4 | 3 | Y | 불법 | 기타권역 | 7118 | 0.8 | 2.5 | 2.0 | 0.0 | 0.0 | 0 | 6.0 | 4.0 | 100.0 | 8 | 구세 | FALSE | FALSE | 2016360000013019904 | 1 | 4 | ||
1226 | 62022016011999900000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-07 | 2016-01-19 | 이과촌 | 이과촌 | 61979 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 781 | 화운로156번길 | 9 | 98.0 | 0 | 일반전기 | 3 | 5 | N | 적법 | 기타권역 | 7118 | 4 | 1 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 4.0 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000012999936 | 1 | 4 | ||
2681 | 62022016012399900000 | A2022021801 | 6202 | 2022-02-18 | 2022-05-27 | 2016-01-23 | 지비티성경번역선교회 | 지비티성경번역선교회 | 61930 | 2914010600 | 2914065000 | 광주 | 서구 | 농성동 | 621 | 월산로169번길 | 3 | 23.0 | 0 | 일반전기 | 1 | 5 | N | 적법 | 2016360011109100000 | 기타권역 | 7118 | 6 | 1.2 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 7.2 | 0.0 | 8 | 없음 | FALSE | TRUE | 2016360000012999936 | 1 | 4 | |
21368 | 62022016041300000000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-24 | 2016-04-13 | 대호약국 | 전광판 | 62034 | 2914013000 | 2914082100 | 광주 | 서구 | 금호동 | 742 | 운천로 | 32 | 5 | 0 | 전광류 | 4 | 2 | N | 불법 | 기타권역 | 7118 | 2.5 | 0.5 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 1.25 | 0.0 | 8 | 없음 | FALSE | False | 2016360000013029888 | 1 | 4 | ||
15658 | 62022016040100000000 | A2022021801 | 6202 | 2022-02-18 | 2016-09-21 | 2016-04-01 | 나눔로또판매점 | 나눔로또판매점 | 61987 | 2914011900 | 2914077000 | 광주 | 서구 | 화정동 | 758 | 화운로 | 101 | 17.0 | 0 | 일반전기 | 3 | 5 | N | 적법 | 기타권역 | 7118 | 3.8 | 1.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 4.94 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013019904 | 1 | 4 | ||
7498 | 62022016021299900000 | A2022021801 | 6202 | 2022-02-18 | 2023-01-10 | 2016-02-12 | 상무힐링재활요양병원 | 상무힐링재활요양병원 | 61948 | 2914012000 | 2914074500 | 광주 | 서구 | 치평동 | 1241 | 운천로 | 225 | 1.0 | 0 | 일반전기 | 4 | 2 | N | 불법 | 기타권역 | 7688 | 15 | 2 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 30.0 | 0.0 | 8 | 없음 | FALSE | FALSE | 2016360000013009920 | 1 | 4 | ||
16098 | 62022016040100000000 | A2022021801 | 6202 | 2022-02-18 | 2022-05-26 | 2016-04-01 | 팡팡노래연습장 | 팡팡노래연습장 | 62026 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 807 | 화정로 | 142 | 4.0 | 0 | 네온 | 4 | 2 | Y | 불법 | 기타권역 | 7118 | 0.7 | 2 | 2.0 | 0.0 | 0.0 | 0 | 0.0 | 2.8 | 100.0 | 8 | 구세 | FALSE | FALSE | 2016360000013019904 | 1 | 4 |
Most frequently occurring
고유번호 | 계획번호 | 태그번호 | 조사일자 | 수정일자 | 등록일자 | 업소명 | 광고물표시내용 | 우편번호 | 법정동코드 | 행정동코드 | 시도명 | 시군구명 | 읍면동명 | 지번본번 | 도로명 | 건물본번 | 광고물종류구분 | 조명 | 점용여부 | 현재상태 | 허가신고번호 | 지역용도 | 처리자 | 규격1(가로) | 규격1(면) | 규격2(가로) | 규격2(세로) | 규격2(면) | 규격(높이) | 면적(제곱미터) | 도로점용비율 | 업종코드 | 세수구분 | 안전점검대상여부 | 전수조사번호 | 장소별현황코드 | 유형별현황코드 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 62022016011399900000 | A2022021801 | 6202 | 2022-02-18 | 2022-11-02 | 2016-01-13 | 무안한우직판장 | 무안한우직판장 | 61968 | 2914011800 | 2914074000 | 광주 | 서구 | 쌍촌동 | 958 | 상무대로955번길 | 15 | 일반전기 | N | 적법 | 기타권역 | 7688 | 0.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.6 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
1 | 62022016011899900000 | A2022021801 | 6202 | 2022-02-18 | 2016-01-18 | 2016-01-18 | 동천희망소아과 | 동천희망소아과 | 61902 | 2914013300 | 2914084000 | 광주 | 서구 | 동천동 | 502 | 동천로 | 17 | 일반전기 | N | 불법 | <NA> | 기타권역 | 7118 | 5 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 4.5 | 0.0 | 8 | 없음 | TRUE | 2016360000012999936 | 1 | 4 | 2 | |
2 | 62022016011899900000 | A2022021801 | 6202 | 2022-02-18 | 2023-07-11 | 2016-01-18 | 양동푸드 | 양동시장통닭 | 61966 | 2914011800 | 2914074000 | 광주 | 서구 | 쌍촌동 | 1298 | 상무오월로3번길 | 4 | 일반전기 | Y | 철거 | 기타권역 | 7688 | 0.8 | 2.0 | 0.0 | 0.0 | 0 | 0.0 | 2.08 | 100.0 | 8 | 구세 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
3 | 62022016011999900000 | A2022021801 | 6202 | 2022-02-18 | 2022-10-26 | 2016-01-19 | 스타노래연습장 | 스타노래연습장 | 61902 | 2914013300 | 2914084000 | 광주 | 서구 | 동천동 | 561 | 동천로10번길 | 36 | 일반전기 | N | 적법 | 기타권역 | 7688 | 2.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 2.3 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
4 | 62022016011999900000 | A2022021801 | 6202 | 2022-02-18 | <NA> | 2016-01-19 | 카페띠에라 | 카페띠에라 | 61902 | 2914013300 | 2914084000 | 광주 | 서구 | 동천동 | 574 | 동천로10번길 | 22 | 일반전기 | N | 적법 | <NA> | 기타권역 | 7118 | 5.8 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 4.64 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | |
5 | 62022016012099900000 | A2022021801 | 6202 | 2022-02-18 | 2016-03-27 | 2016-01-20 | 씨에틀에스프레소 | 씨에틀에스프레소 | 61903 | 2914013300 | 2914084000 | 광주 | 서구 | 동천동 | 591 | 하남대로 | 664 | 일반전기 | N | 불법 | 기타권역 | 7118 | 0.5 | 2.0 | 0.0 | 0.0 | 0 | 0.0 | 0.5 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
6 | 62022016012099900000 | A2022021801 | 6202 | 2022-02-18 | 2022-06-03 | 2016-01-20 | 원조나주곰탕 | 원조나주곰탕 | 61977 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 69 | 내방로 | 346 | 일반전기 | N | 적법 | 기타권역 | 7118 | 0.4 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.88 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
7 | 62022016012199900000 | A2022021801 | 6202 | 2022-02-18 | 2022-07-21 | 2016-01-21 | 다크호스발산점 | 다크호스발산점 | 61918 | 2914010400 | 2914057500 | 광주 | 서구 | 양동 | 423 | 발산로 | 33 | 일반전기 | N | 적법 | 기타권역 | 7688 | 0.3 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.6 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
8 | 62022016012399900000 | A2022021801 | 6202 | 2022-02-18 | 2023-03-24 | 2016-01-23 | 루미에르스튜디오 | 루미에르스튜디오 | 61972 | 2914011900 | 2914076000 | 광주 | 서구 | 화정동 | 71 | 화운로 | 193 | 일반전기 | N | 적법 | 기타권역 | 7688 | 0.2 | 1.0 | 0.0 | 0.0 | 0 | 0.0 | 0.04 | 0.0 | 8 | 없음 | FALSE | 2016360000012999936 | 1 | 4 | 2 | ||
9 | 62022016012599900000 | A2022021801 | 6202 | 2022-02-18 | 2022-05-26 | 2016-01-25 | 나들가게내방점 | 나들가게내방점 | 61976 | 2914012100 | 2914076000 | 광주 | 서구 | 내방동 | 839 | 월드컵4강로182번길 | 21 | 일반전기 | Y | 불법 | 기타권역 | 7118 | 0.7 | 2.0 | 0.0 | 0.0 | 0 | 0.0 | 7.0 | 100.0 | 8 | 구세 | FALSE | 2016360000012999936 | 1 | 4 | 2 |