Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 308 |
Missing cells | 11 |
Missing cells (%) | 0.3% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 32.3 KiB |
Average record size in memory | 107.4 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 4 |
Text | 4 |
DateTime | 2 |
Dataset
Description | 2021-03-01 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901060201130000 |
sido has constant value "" | Constant |
confirm_date has constant value "" | Constant |
last_load_dttm has constant value "" | Constant |
skey is highly overall correlated with sigungu and 1 other fields | High correlation |
lng is highly overall correlated with sigungu | High correlation |
lat is highly overall correlated with sigungu | High correlation |
sigungu is highly overall correlated with skey and 3 other fields | High correlation |
target is highly overall correlated with skey and 1 other fields | High correlation |
target is highly imbalanced (55.9%) | Imbalance |
father is highly imbalanced (60.5%) | Imbalance |
tel has 10 (3.2%) missing values | Missing |
skey has unique values | Unique |
sj has unique values | Unique |
Reproduction
Analysis started | 2024-04-16 11:30:34.715076 |
---|---|
Analysis finished | 2024-04-16 11:30:36.364372 |
Duration | 1.65 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 308 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1314.5 |
Minimum | 1161 |
---|---|
Maximum | 1468 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.8 KiB |
Quantile statistics
Minimum | 1161 |
---|---|
5-th percentile | 1176.35 |
Q1 | 1237.75 |
median | 1314.5 |
Q3 | 1391.25 |
95-th percentile | 1452.65 |
Maximum | 1468 |
Range | 307 |
Interquartile range (IQR) | 153.5 |
Descriptive statistics
Standard deviation | 89.056162 |
---|---|
Coefficient of variation (CV) | 0.067749077 |
Kurtosis | -1.2 |
Mean | 1314.5 |
Median Absolute Deviation (MAD) | 77 |
Skewness | 0 |
Sum | 404866 |
Variance | 7931 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1385 | 1 | 0.3% |
1254 | 1 | 0.3% |
1261 | 1 | 0.3% |
1260 | 1 | 0.3% |
1259 | 1 | 0.3% |
1258 | 1 | 0.3% |
1257 | 1 | 0.3% |
1256 | 1 | 0.3% |
1255 | 1 | 0.3% |
1253 | 1 | 0.3% |
Other values (298) | 298 |
Value | Count | Frequency (%) |
1161 | 1 | |
1162 | 1 | |
1163 | 1 | |
1164 | 1 | |
1165 | 1 | |
1166 | 1 | |
1167 | 1 | |
1168 | 1 | |
1169 | 1 | |
1170 | 1 |
Value | Count | Frequency (%) |
1468 | 1 | |
1467 | 1 | |
1466 | 1 | |
1465 | 1 | |
1464 | 1 | |
1463 | 1 | |
1462 | 1 | |
1461 | 1 | |
1460 | 1 | |
1459 | 1 |
sido
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
부산 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 부산 |
---|---|
2nd row | 부산 |
3rd row | 부산 |
4th row | 부산 |
5th row | 부산 |
Common Values
Value | Count | Frequency (%) |
부산 | 308 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산 | 308 |
sigungu
Categorical
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 5.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
해운대구 | |
---|---|
기장군 | |
북구 | |
부산진구 | |
동래구 | |
Other values (11) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.9318182 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 영도구 |
---|---|
2nd row | 영도구 |
3rd row | 영도구 |
4th row | 영도구 |
5th row | 영도구 |
Common Values
Value | Count | Frequency (%) |
해운대구 | 33 | |
기장군 | 32 | |
북구 | 30 | |
부산진구 | 26 | 8.4% |
동래구 | 24 | 7.8% |
사상구 | 23 | 7.5% |
사하구 | 22 | 7.1% |
금정구 | 17 | 5.5% |
연제구 | 16 | 5.2% |
수영구 | 16 | 5.2% |
Other values (6) | 69 |
Length
Value | Count | Frequency (%) |
해운대구 | 33 | |
기장군 | 32 | |
북구 | 30 | |
부산진구 | 26 | 8.4% |
동래구 | 24 | 7.8% |
사상구 | 23 | 7.5% |
사하구 | 22 | 7.1% |
금정구 | 17 | 5.5% |
연제구 | 16 | 5.2% |
수영구 | 16 | 5.2% |
Other values (6) | 69 |
sj
Text
UNIQUE
 
Distinct | 308 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
Value | Count | Frequency (%) |
동래구육아종합지원센터 | 2 | 0.6% |
건강가정지원센터 | 2 | 0.6% |
이케아 | 2 | 0.6% |
영도구보건소 | 1 | 0.3% |
반송보건지소 | 1 | 0.3% |
이마트해운대점 | 1 | 0.3% |
신세계백화점센텀시티점 | 1 | 0.3% |
시립미술관 | 1 | 0.3% |
부산반여초등학교 | 1 | 0.3% |
부산교통공사해운대역 | 1 | 0.3% |
Other values (301) | 301 |
Most occurring characters
Value | Count | Frequency (%) |
부 | 176 | 6.7% |
산 | 176 | 6.7% |
사 | 128 | 4.9% |
공 | 114 | 4.3% |
역 | 113 | 4.3% |
교 | 106 | 4.0% |
통 | 98 | 3.7% |
구 | 56 | 2.1% |
점 | 54 | 2.0% |
동 | 53 | 2.0% |
Other values (231) | 1561 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 2589 | |
Decimal Number | 25 | 0.9% |
Uppercase Letter | 12 | 0.5% |
Space Separator | 9 | 0.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
부 | 176 | 6.8% |
산 | 176 | 6.8% |
사 | 128 | 4.9% |
공 | 114 | 4.4% |
역 | 113 | 4.4% |
교 | 106 | 4.1% |
통 | 98 | 3.8% |
구 | 56 | 2.2% |
점 | 54 | 2.1% |
동 | 53 | 2.0% |
Other values (221) | 1515 |
Decimal Number
Value | Count | Frequency (%) |
2 | 9 | |
1 | 8 | |
3 | 4 | |
4 | 2 | 8.0% |
8 | 1 | 4.0% |
0 | 1 | 4.0% |
Uppercase Letter
Value | Count | Frequency (%) |
F | 8 | |
N | 2 | 16.7% |
C | 2 | 16.7% |
Space Separator
Value | Count | Frequency (%) |
9 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 2589 | |
Common | 34 | 1.3% |
Latin | 12 | 0.5% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
부 | 176 | 6.8% |
산 | 176 | 6.8% |
사 | 128 | 4.9% |
공 | 114 | 4.4% |
역 | 113 | 4.4% |
교 | 106 | 4.1% |
통 | 98 | 3.8% |
구 | 56 | 2.2% |
점 | 54 | 2.1% |
동 | 53 | 2.0% |
Other values (221) | 1515 |
Common
Value | Count | Frequency (%) |
9 | ||
2 | 9 | |
1 | 8 | |
3 | 4 | |
4 | 2 | 5.9% |
8 | 1 | 2.9% |
0 | 1 | 2.9% |
Latin
Value | Count | Frequency (%) |
F | 8 | |
N | 2 | 16.7% |
C | 2 | 16.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 2589 | |
ASCII | 46 | 1.7% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
부 | 176 | 6.8% |
산 | 176 | 6.8% |
사 | 128 | 4.9% |
공 | 114 | 4.4% |
역 | 113 | 4.4% |
교 | 106 | 4.1% |
통 | 98 | 3.8% |
구 | 56 | 2.2% |
점 | 54 | 2.1% |
동 | 53 | 2.0% |
Other values (221) | 1515 |
ASCII
Value | Count | Frequency (%) |
9 | ||
2 | 9 | |
F | 8 | |
1 | 8 | |
3 | 4 | |
4 | 2 | 4.3% |
N | 2 | 4.3% |
C | 2 | 4.3% |
8 | 1 | 2.2% |
0 | 1 | 2.2% |
adress
Text
Distinct | 292 |
---|---|
Distinct (%) | 94.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
Length
Max length | 40 |
---|---|
Median length | 32 |
Mean length | 20.863636 |
Min length | 11 |
Characters and Unicode
Total characters | 6426 |
---|---|
Distinct characters | 222 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 279 ? |
---|---|
Unique (%) | 90.6% |
Sample
1st row | 부산 영도구 태종로 423 |
---|---|
2nd row | 부산 영도구 태종로 423 |
3rd row | 부산 영도구 함지로79번길 6 |
4th row | 부산 영도구 절영로 71 |
5th row | 부산 영도구 전망로 24 |
Value | Count | Frequency (%) |
부산 | 301 | 19.2% |
지하 | 70 | 4.5% |
중앙대로 | 34 | 2.2% |
해운대구 | 33 | 2.1% |
기장군 | 32 | 2.0% |
북구 | 29 | 1.9% |
부산진구 | 26 | 1.7% |
동래구 | 24 | 1.5% |
사상구 | 23 | 1.5% |
사하구 | 22 | 1.4% |
Other values (541) | 970 |
Most occurring characters
Value | Count | Frequency (%) |
1256 | ||
산 | 368 | 5.7% |
부 | 363 | 5.6% |
로 | 306 | 4.8% |
구 | 299 | 4.7% |
1 | 205 | 3.2% |
대 | 186 | 2.9% |
동 | 185 | 2.9% |
2 | 137 | 2.1% |
) | 109 | 1.7% |
Other values (212) | 3012 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 3858 | |
Space Separator | 1256 | 19.5% |
Decimal Number | 981 | 15.3% |
Close Punctuation | 109 | 1.7% |
Open Punctuation | 109 | 1.7% |
Other Punctuation | 91 | 1.4% |
Dash Punctuation | 13 | 0.2% |
Uppercase Letter | 9 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 368 | 9.5% |
부 | 363 | 9.4% |
로 | 306 | 7.9% |
구 | 299 | 7.8% |
대 | 186 | 4.8% |
동 | 185 | 4.8% |
하 | 107 | 2.8% |
지 | 87 | 2.3% |
장 | 80 | 2.1% |
역 | 75 | 1.9% |
Other values (192) | 1802 |
Decimal Number
Value | Count | Frequency (%) |
1 | 205 | |
2 | 137 | |
3 | 93 | |
4 | 89 | |
7 | 87 | |
0 | 83 | |
6 | 82 | 8.4% |
5 | 79 | 8.1% |
9 | 66 | 6.7% |
8 | 60 | 6.1% |
Uppercase Letter
Value | Count | Frequency (%) |
E | 3 | |
C | 2 | |
A | 2 | |
P | 2 |
Other Punctuation
Value | Count | Frequency (%) |
, | 90 | |
. | 1 | 1.1% |
Space Separator
Value | Count | Frequency (%) |
1256 |
Close Punctuation
Value | Count | Frequency (%) |
) | 109 |
Open Punctuation
Value | Count | Frequency (%) |
( | 109 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 13 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 3858 | |
Common | 2559 | |
Latin | 9 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 368 | 9.5% |
부 | 363 | 9.4% |
로 | 306 | 7.9% |
구 | 299 | 7.8% |
대 | 186 | 4.8% |
동 | 185 | 4.8% |
하 | 107 | 2.8% |
지 | 87 | 2.3% |
장 | 80 | 2.1% |
역 | 75 | 1.9% |
Other values (192) | 1802 |
Common
Value | Count | Frequency (%) |
1256 | ||
1 | 205 | 8.0% |
2 | 137 | 5.4% |
) | 109 | 4.3% |
( | 109 | 4.3% |
3 | 93 | 3.6% |
, | 90 | 3.5% |
4 | 89 | 3.5% |
7 | 87 | 3.4% |
0 | 83 | 3.2% |
Other values (6) | 301 | 11.8% |
Latin
Value | Count | Frequency (%) |
E | 3 | |
C | 2 | |
A | 2 | |
P | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 3858 | |
ASCII | 2568 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1256 | ||
1 | 205 | 8.0% |
2 | 137 | 5.3% |
) | 109 | 4.2% |
( | 109 | 4.2% |
3 | 93 | 3.6% |
, | 90 | 3.5% |
4 | 89 | 3.5% |
7 | 87 | 3.4% |
0 | 83 | 3.2% |
Other values (10) | 310 | 12.1% |
Hangul
Value | Count | Frequency (%) |
산 | 368 | 9.5% |
부 | 363 | 9.4% |
로 | 306 | 7.9% |
구 | 299 | 7.8% |
대 | 186 | 4.8% |
동 | 185 | 4.8% |
하 | 107 | 2.8% |
지 | 87 | 2.3% |
장 | 80 | 2.1% |
역 | 75 | 1.9% |
Other values (192) | 1802 |
place
Text
Distinct | 195 |
---|---|
Distinct (%) | 63.5% |
Missing | 1 |
Missing (%) | 0.3% |
Memory size | 2.5 KiB |
Length
Max length | 42 |
---|---|
Median length | 21 |
Mean length | 8.5276873 |
Min length | 2 |
Characters and Unicode
Total characters | 2618 |
---|---|
Distinct characters | 240 |
Distinct categories | 8 ? |
Distinct scripts | 4 ? |
Distinct blocks | 3 ? |
Unique
Unique | 175 ? |
---|---|
Unique (%) | 57.0% |
Sample
1st row | 구관 출입구 근처 |
---|---|
2nd row | 구청 1층 |
3rd row | 1층 어린이자료실 내 |
4th row | 3층 키즈월드 내 |
5th row | 입구 관광안내소 내 |
Value | Count | Frequency (%) |
내 | 116 | 15.1% |
1층 | 98 | 12.8% |
고객센터 | 86 | 11.2% |
옆 | 51 | 6.6% |
2층 | 43 | 5.6% |
3층 | 22 | 2.9% |
유아휴게실 | 11 | 1.4% |
대합실 | 11 | 1.4% |
안쪽 | 11 | 1.4% |
앞 | 10 | 1.3% |
Other values (214) | 308 |
Most occurring characters
Value | Count | Frequency (%) |
463 | ||
층 | 201 | 7.7% |
내 | 136 | 5.2% |
실 | 126 | 4.8% |
1 | 114 | 4.4% |
터 | 108 | 4.1% |
센 | 102 | 3.9% |
고 | 92 | 3.5% |
객 | 92 | 3.5% |
옆 | 67 | 2.6% |
Other values (230) | 1117 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1916 | |
Space Separator | 463 | 17.7% |
Decimal Number | 223 | 8.5% |
Other Punctuation | 10 | 0.4% |
Open Punctuation | 2 | 0.1% |
Close Punctuation | 2 | 0.1% |
Dash Punctuation | 1 | < 0.1% |
Uppercase Letter | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
층 | 201 | 10.5% |
내 | 136 | 7.1% |
실 | 126 | 6.6% |
터 | 108 | 5.6% |
센 | 102 | 5.3% |
고 | 92 | 4.8% |
객 | 92 | 4.8% |
옆 | 67 | 3.5% |
자 | 32 | 1.7% |
원 | 30 | 1.6% |
Other values (213) | 930 |
Decimal Number
Value | Count | Frequency (%) |
1 | 114 | |
2 | 55 | |
3 | 27 | 12.1% |
4 | 11 | 4.9% |
6 | 6 | 2.7% |
5 | 3 | 1.3% |
0 | 3 | 1.3% |
7 | 2 | 0.9% |
8 | 1 | 0.4% |
9 | 1 | 0.4% |
Other Punctuation
Value | Count | Frequency (%) |
, | 9 | |
. | 1 | 10.0% |
Space Separator
Value | Count | Frequency (%) |
463 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Uppercase Letter
Value | Count | Frequency (%) |
A | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1913 | |
Common | 701 | 26.8% |
Han | 3 | 0.1% |
Latin | 1 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
층 | 201 | 10.5% |
내 | 136 | 7.1% |
실 | 126 | 6.6% |
터 | 108 | 5.6% |
센 | 102 | 5.3% |
고 | 92 | 4.8% |
객 | 92 | 4.8% |
옆 | 67 | 3.5% |
자 | 32 | 1.7% |
원 | 30 | 1.6% |
Other values (212) | 927 |
Common
Value | Count | Frequency (%) |
463 | ||
1 | 114 | 16.3% |
2 | 55 | 7.8% |
3 | 27 | 3.9% |
4 | 11 | 1.6% |
, | 9 | 1.3% |
6 | 6 | 0.9% |
5 | 3 | 0.4% |
0 | 3 | 0.4% |
( | 2 | 0.3% |
Other values (6) | 8 | 1.1% |
Han
Value | Count | Frequency (%) |
內 | 3 |
Latin
Value | Count | Frequency (%) |
A | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1913 | |
ASCII | 702 | 26.8% |
CJK | 3 | 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
463 | ||
1 | 114 | 16.2% |
2 | 55 | 7.8% |
3 | 27 | 3.8% |
4 | 11 | 1.6% |
, | 9 | 1.3% |
6 | 6 | 0.9% |
5 | 3 | 0.4% |
0 | 3 | 0.4% |
( | 2 | 0.3% |
Other values (7) | 9 | 1.3% |
Hangul
Value | Count | Frequency (%) |
층 | 201 | 10.5% |
내 | 136 | 7.1% |
실 | 126 | 6.6% |
터 | 108 | 5.6% |
센 | 102 | 5.3% |
고 | 92 | 4.8% |
객 | 92 | 4.8% |
옆 | 67 | 3.5% |
자 | 32 | 1.7% |
원 | 30 | 1.6% |
Other values (212) | 927 |
CJK
Value | Count | Frequency (%) |
內 | 3 |
tel
Text
MISSING
 
Distinct | 290 |
---|---|
Distinct (%) | 97.3% |
Missing | 10 |
Missing (%) | 3.2% |
Memory size | 2.5 KiB |
Length
Max length | 13 |
---|---|
Median length | 12 |
Mean length | 12.010067 |
Min length | 12 |
Characters and Unicode
Total characters | 3579 |
---|---|
Distinct characters | 11 |
Distinct categories | 2 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 285 ? |
---|---|
Unique (%) | 95.6% |
Sample
1st row | 051-419-4889 |
---|---|
2nd row | 051-419-4262 |
3rd row | 051-419-4835 |
4th row | 051-419-5673 |
5th row | 051-860-7867 |
Value | Count | Frequency (%) |
051-901-1715 | 4 | 1.3% |
051-750-2388 | 3 | 1.0% |
051-309-1772 | 2 | 0.7% |
051-608-6022 | 2 | 0.7% |
051-590-9042 | 2 | 0.7% |
051-440-2281 | 1 | 0.3% |
051-440-2264 | 1 | 0.3% |
051-440-2266 | 1 | 0.3% |
051-749-7634 | 1 | 0.3% |
051-749-6536 | 1 | 0.3% |
Other values (280) | 280 |
Most occurring characters
Value | Count | Frequency (%) |
- | 596 | |
0 | 561 | |
1 | 544 | |
5 | 435 | |
6 | 340 | |
7 | 240 | |
2 | 220 | 6.1% |
8 | 196 | 5.5% |
4 | 165 | 4.6% |
3 | 152 | 4.2% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 2983 | |
Dash Punctuation | 596 | 16.7% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 561 | |
1 | 544 | |
5 | 435 | |
6 | 340 | |
7 | 240 | |
2 | 220 | 7.4% |
8 | 196 | 6.6% |
4 | 165 | 5.5% |
3 | 152 | 5.1% |
9 | 130 | 4.4% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 596 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 3579 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
- | 596 | |
0 | 561 | |
1 | 544 | |
5 | 435 | |
6 | 340 | |
7 | 240 | |
2 | 220 | 6.1% |
8 | 196 | 5.5% |
4 | 165 | 4.6% |
3 | 152 | 4.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 3579 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 596 | |
0 | 561 | |
1 | 544 | |
5 | 435 | |
6 | 340 | |
7 | 240 | |
2 | 220 | 6.1% |
8 | 196 | 5.5% |
4 | 165 | 4.6% |
3 | 152 | 4.2% |
target
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 1.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
외부인 | |
---|---|
외부인+직원 | |
직원+외부인 | 24 |
외부/직원용 | 7 |
직원용 | 4 |
Length
Max length | 6 |
---|---|
Median length | 3 |
Mean length | 3.6103896 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | 외부인 |
---|---|
2nd row | 외부인 |
3rd row | 외부인 |
4th row | 외부인 |
5th row | 외부인 |
Common Values
Value | Count | Frequency (%) |
외부인 | 240 | |
외부인+직원 | 32 | 10.4% |
직원+외부인 | 24 | 7.8% |
외부/직원용 | 7 | 2.3% |
직원용 | 4 | 1.3% |
지원 | 1 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
외부인 | 240 | |
외부인+직원 | 32 | 10.4% |
직원+외부인 | 24 | 7.8% |
외부/직원용 | 7 | 2.3% |
직원용 | 4 | 1.3% |
지원 | 1 | 0.3% |
father
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
가능 | |
---|---|
불가 | 24 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가능 |
---|---|
2nd row | 가능 |
3rd row | 가능 |
4th row | 가능 |
5th row | 가능 |
Common Values
Value | Count | Frequency (%) |
가능 | 284 | |
불가 | 24 | 7.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
가능 | 284 | |
불가 | 24 | 7.8% |
lng
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 280 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129.06973 |
Minimum | 128.90855 |
---|---|
Maximum | 129.2484 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.8 KiB |
Quantile statistics
Minimum | 128.90855 |
---|---|
5-th percentile | 128.96646 |
Q1 | 129.01514 |
median | 129.0668 |
Q3 | 129.11106 |
95-th percentile | 129.2127 |
Maximum | 129.2484 |
Range | 0.3398526 |
Interquartile range (IQR) | 0.09591265 |
Descriptive statistics
Standard deviation | 0.071589716 |
---|---|
Coefficient of variation (CV) | 0.00055465921 |
Kurtosis | -0.32671108 |
Mean | 129.06973 |
Median Absolute Deviation (MAD) | 0.04832655 |
Skewness | 0.38956294 |
Sum | 39753.478 |
Variance | 0.0051250875 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
129.2127825 | 4 | 1.3% |
129.0367048 | 3 | 1.0% |
129.2127032 | 3 | 1.0% |
129.0679144 | 2 | 0.6% |
129.0954831 | 2 | 0.6% |
129.2102724 | 2 | 0.6% |
128.9573882 | 2 | 0.6% |
128.9914512 | 2 | 0.6% |
129.0323514 | 2 | 0.6% |
129.1802926 | 2 | 0.6% |
Other values (270) | 284 |
Value | Count | Frequency (%) |
128.9085451 | 1 | |
128.9098271 | 1 | |
128.9181486 | 1 | |
128.94285 | 1 | |
128.9457317 | 1 | |
128.9499585 | 1 | |
128.9573882 | 2 | |
128.9605919 | 2 | |
128.9610531 | 1 | |
128.9623063 | 1 |
Value | Count | Frequency (%) |
129.2483977 | 1 | |
129.2464003 | 1 | |
129.2349491 | 1 | |
129.2331153 | 1 | |
129.2229513 | 2 | |
129.2222856 | 1 | |
129.2218562 | 1 | |
129.2188031 | 1 | |
129.2173088 | 1 | |
129.2166515 | 1 |
lat
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 279 |
---|---|
Distinct (%) | 90.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35.175609 |
Minimum | 35.048443 |
---|---|
Maximum | 35.382872 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.8 KiB |
Quantile statistics
Minimum | 35.048443 |
---|---|
5-th percentile | 35.089011 |
Q1 | 35.138006 |
median | 35.172843 |
Q3 | 35.211263 |
95-th percentile | 35.271056 |
Maximum | 35.382872 |
Range | 0.33442948 |
Interquartile range (IQR) | 0.07325693 |
Descriptive statistics
Standard deviation | 0.058448238 |
---|---|
Coefficient of variation (CV) | 0.0016616127 |
Kurtosis | 0.62626728 |
Mean | 35.175609 |
Median Absolute Deviation (MAD) | 0.03596366 |
Skewness | 0.47673434 |
Sum | 10834.088 |
Variance | 0.0034161966 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.1922105 | 4 | 1.3% |
35.20459614 | 3 | 1.0% |
35.09830894 | 3 | 1.0% |
35.1944042 | 2 | 0.6% |
35.3255014 | 2 | 0.6% |
35.18002552 | 2 | 0.6% |
35.19028869 | 2 | 0.6% |
35.16545076 | 2 | 0.6% |
35.15254688 | 2 | 0.6% |
35.16433176 | 2 | 0.6% |
Other values (269) | 284 |
Value | Count | Frequency (%) |
35.04844266 | 1 | |
35.05041 | 1 | |
35.05711963 | 1 | |
35.05969475 | 1 | |
35.06522442 | 1 | |
35.07394528 | 1 | |
35.07526852 | 1 | |
35.075886 | 1 | |
35.07675264 | 1 | |
35.07856617 | 2 |
Value | Count | Frequency (%) |
35.38287214 | 1 | |
35.37752079 | 1 | |
35.33280963 | 1 | |
35.32679501 | 1 | |
35.32632973 | 1 | |
35.3255014 | 2 | |
35.32528904 | 1 | |
35.32372898 | 1 | |
35.32305178 | 1 | |
35.28912199 | 2 |
confirm_date
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
Minimum | 2020-12-31 00:00:00 |
---|---|
Maximum | 2020-12-31 00:00:00 |
last_load_dttm
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.5 KiB |
Minimum | 2021-03-01 06:02:03 |
---|---|
Maximum | 2021-03-01 06:02:03 |
skey | sigungu | target | father | lng | lat | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.978 | 0.806 | 0.075 | 0.904 | 0.798 |
sigungu | 0.978 | 1.000 | 0.861 | 0.111 | 0.898 | 0.858 |
target | 0.806 | 0.861 | 1.000 | 0.342 | 0.662 | 0.540 |
father | 0.075 | 0.111 | 0.342 | 1.000 | 0.000 | 0.081 |
lng | 0.904 | 0.898 | 0.662 | 0.000 | 1.000 | 0.754 |
lat | 0.798 | 0.858 | 0.540 | 0.081 | 0.754 | 1.000 |
target | father | sigungu | |
---|---|---|---|
target | 1.000 | 0.245 | 0.630 |
father | 0.245 | 1.000 | 0.084 |
sigungu | 0.630 | 0.084 | 1.000 |
skey | lng | lat | sigungu | target | father | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.252 | 0.330 | 0.888 | 0.593 | 0.055 |
lng | 0.252 | 1.000 | 0.408 | 0.642 | 0.432 | 0.074 |
lat | 0.330 | 0.408 | 1.000 | 0.556 | 0.319 | 0.060 |
sigungu | 0.888 | 0.642 | 0.556 | 1.000 | 0.630 | 0.084 |
target | 0.593 | 0.432 | 0.319 | 0.630 | 1.000 | 0.245 |
father | 0.055 | 0.074 | 0.060 | 0.084 | 0.245 | 1.000 |
skey | sido | sigungu | sj | adress | place | tel | target | father | lng | lat | confirm_date | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1385 | 부산 | 영도구 | 영도구보건소 | 부산 영도구 태종로 423 | 구관 출입구 근처 | 051-419-4889 | 외부인 | 가능 | 129.067914 | 35.091214 | 2020-12-31 | 2021-03-01 06:02:03 |
1 | 1386 | 부산 | 영도구 | 영도구청 | 부산 영도구 태종로 423 | 구청 1층 | 051-419-4262 | 외부인 | 가능 | 129.067914 | 35.091214 | 2020-12-31 | 2021-03-01 06:02:03 |
2 | 1387 | 부산 | 영도구 | 영도도서관 | 부산 영도구 함지로79번길 6 | 1층 어린이자료실 내 | 051-419-4835 | 외부인 | 가능 | 129.066862 | 35.075269 | 2020-12-31 | 2021-03-01 06:02:03 |
3 | 1388 | 부산 | 영도구 | 영도어린이영어도서관 | 부산 영도구 절영로 71 | 3층 키즈월드 내 | 051-419-5673 | 외부인 | 가능 | 129.038929 | 35.088609 | 2020-12-31 | 2021-03-01 06:02:03 |
4 | 1389 | 부산 | 영도구 | 태종대유원지사업소 | 부산 영도구 전망로 24 | 입구 관광안내소 내 | 051-860-7867 | 외부인 | 가능 | 129.079803 | 35.059695 | 2020-12-31 | 2021-03-01 06:02:03 |
5 | 1390 | 부산 | 영도구 | 영도문화예술회관 | 부산광역시 영도구 함지로79번길 6 | 지하1층 | 051-419-5561 | 외부인 | 가능 | 129.066554 | 35.075886 | 2020-12-31 | 2021-03-01 06:02:03 |
6 | 1391 | 부산 | 연제구 | 거제종합사회복지관 | 부산 연제구 아시아드대로46번길 45 | 2층 아동신나는 놀이터안 | 051-507-8173 | 외부인 | 가능 | 129.070702 | 35.188477 | 2020-12-31 | 2021-03-01 06:02:03 |
7 | 1392 | 부산 | 연제구 | 부산고등법원 | 부산 연제구 법원로 31 | 1층 종합민원실 맞은편 | 051-590-1110 | 외부인 | 가능 | 129.07327 | 35.192537 | 2020-12-31 | 2021-03-01 06:02:03 |
8 | 1393 | 부산 | 연제구 | 부산교통공사교대역 | 부산 연제구 중앙대로 지하 1217 (거제동, 도시철도 교대역) | 고객센터 내 | 051-678-6124 | 외부인 | 가능 | 129.079279 | 35.196008 | 2020-12-31 | 2021-03-01 06:02:03 |
9 | 1394 | 부산 | 연제구 | 부산교통공사시청역 | 부산 연제구 중앙대로 지하 1017 (연산동, 도시철도 시청역) | 고객센터 내 | 051-678-6122 | 외부인 | 가능 | 129.076627 | 35.17978 | 2020-12-31 | 2021-03-01 06:02:03 |
skey | sido | sigungu | sj | adress | place | tel | target | father | lng | lat | confirm_date | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
298 | 1459 | 부산 | 북구 | 부산북구육아종합지원센터 | 부산 북구 만덕1로104번가길 37 (만덕동) | 1층 | 051-342-6161 | 외부인 | 불가 | 129.02844 | 35.216282 | 2020-12-31 | 2021-03-01 06:02:03 |
299 | 1460 | 부산 | 북구 | 부산시인재개발원 | 부산 북구 효열로 256 | 3층 모성상담실 맞은편 | 051-366-7583 | 외부인 | 가능 | 129.021139 | 35.268174 | 2020-12-31 | 2021-03-01 06:02:03 |
300 | 1461 | 부산 | 북구 | 북구청 | 부산 북구 낙동대로1570번길 33 | 1층 노조사무실 옆 | 051-309-4376 | 외부인 | 가능 | 128.990091 | 35.19688 | 2020-12-31 | 2021-03-01 06:02:03 |
301 | 1462 | 부산 | 북구 | 시립구포도서관 | 부산 북구 백양대로1016번다길 43 | 1층 어린이도서관 안 | 051-330-6344 | 외부인 | 가능 | 128.996007 | 35.193974 | 2020-12-31 | 2021-03-01 06:02:03 |
302 | 1463 | 부산 | 북구 | 코레일구포역 | 부산 북구 구포만세길 82 (구포동, 구포역) | 2층 고객대기실 내 | 051-440-2495 | 외부인 | 가능 | 128.997147 | 35.205475 | 2020-12-31 | 2021-03-01 06:02:03 |
303 | 1464 | 부산 | 북구 | 한국방송통신대학교부산 | 부산 북구 학사로17번길 14 | 1층 유아방 내 | 051-361-9905 | 외부인 | 불가 | 129.006481 | 35.224029 | 2020-12-31 | 2021-03-01 06:02:03 |
304 | 1465 | 부산 | 북구 | 화명1동주민센터 | 부산 북구 금곡대로 274 | 민원실 안쪽 상담실내 | 051-309-6312 | 외부인 | 가능 | 129.013785 | 35.232784 | 2020-12-31 | 2021-03-01 06:02:03 |
305 | 1466 | 부산 | 북구 | 화명2동주민센터 | 부산 북구 양달로 58 | 1층 상담실 | 051-309-6324 | 외부인 | 가능 | 129.019842 | 35.243613 | 2020-12-31 | 2021-03-01 06:02:03 |
306 | 1467 | 부산 | 북구 | 화명3동주민센터 | 부산 북구 화명신도시로 85 | 1층 당직실 | 051-309-6353 | 외부인 | 가능 | 129.010049 | 35.231869 | 2020-12-31 | 2021-03-01 06:02:03 |
307 | 1468 | 부산 | 북구 | 부산 건강가정지원센터 | 부산북구 효열로 256 | 1층 정보자료실내 | 051-330-3474 | 외부인 | 불가 | 129.021139 | 35.268174 | 2020-12-31 | 2021-03-01 06:02:03 |