Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 160 |
Missing cells | 19 |
Missing cells (%) | 2.4% |
Duplicate rows | 2 |
Duplicate rows (%) | 1.2% |
Total size in memory | 6.7 KiB |
Average record size in memory | 42.8 B |
Variable types
Categorical | 2 |
---|---|
DateTime | 1 |
Numeric | 2 |
Dataset
Description | 경상남도 사천시 공간정보시스템의 미끄럽방지시설(DB) 자료입니다.(읍면동 코드, 설치일자, 포장종류 코드 등) |
---|---|
Author | 경상남도 사천시 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15091546 |
Dataset has 2 (1.2%) duplicate rows | Duplicates |
폭원 is highly overall correlated with 포장종류 | High correlation |
행정읍/면/동 is highly overall correlated with 포장종류 | High correlation |
포장종류 is highly overall correlated with 폭원 and 1 other fields | High correlation |
설치일자 has 19 (11.9%) missing values | Missing |
폭원 has 6 (3.8%) zeros | Zeros |
연장 has 6 (3.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 23:14:29.926071 |
---|---|
Analysis finished | 2023-12-10 23:14:31.344959 |
Duration | 1.42 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
행정읍/면/동
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 8.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.4 KiB |
곤명면 | |
---|---|
사남면 | |
사천읍 | |
곤양면 | |
용현면 | |
Other values (9) |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.6% |
Sample
1st row | 곤명면 |
---|---|
2nd row | 곤명면 |
3rd row | 곤명면 |
4th row | 곤명면 |
5th row | 곤명면 |
Common Values
Value | Count | Frequency (%) |
곤명면 | 35 | |
사남면 | 21 | |
사천읍 | 21 | |
곤양면 | 18 | |
용현면 | 16 | |
서포면 | 11 | 6.9% |
동서동 | 11 | 6.9% |
향촌동 | 7 | 4.4% |
용강동 | 6 | 3.8% |
선구동 | 5 | 3.1% |
Other values (4) | 9 | 5.6% |
Length
Value | Count | Frequency (%) |
곤명면 | 35 | |
사남면 | 21 | |
사천읍 | 21 | |
곤양면 | 18 | |
용현면 | 16 | |
서포면 | 11 | 6.9% |
동서동 | 11 | 6.9% |
향촌동 | 7 | 4.4% |
용강동 | 6 | 3.8% |
선구동 | 5 | 3.1% |
Other values (4) | 9 | 5.6% |
설치일자
Date
MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 5.0% |
Missing | 19 |
Missing (%) | 11.9% |
Memory size | 1.4 KiB |
Minimum | 1900-01-01 00:00:00 |
---|---|
Maximum | 2011-01-01 00:00:00 |
포장종류
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 1.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.4 KiB |
투수콘 | |
---|---|
아스팔트콘크리트 | |
속성나중입력 | 6 |
Length
Max length | 8 |
---|---|
Median length | 3 |
Mean length | 4.58125 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 투수콘 |
---|---|
2nd row | 투수콘 |
3rd row | 투수콘 |
4th row | 투수콘 |
5th row | 투수콘 |
Common Values
Value | Count | Frequency (%) |
투수콘 | 107 | |
아스팔트콘크리트 | 47 | |
속성나중입력 | 6 | 3.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
투수콘 | 107 | |
아스팔트콘크리트 | 47 | |
속성나중입력 | 6 | 3.8% |
폭원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 90 |
---|---|
Distinct (%) | 56.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1553125 |
Minimum | 0 |
---|---|
Maximum | 10 |
Zeros | 6 |
Zeros (%) | 3.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.6 |
Q1 | 2.9075 |
median | 3.24 |
Q3 | 5.8775 |
95-th percentile | 8.01 |
Maximum | 10 |
Range | 10 |
Interquartile range (IQR) | 2.97 |
Descriptive statistics
Standard deviation | 2.051643 |
---|---|
Coefficient of variation (CV) | 0.49373975 |
Kurtosis | 0.59432865 |
Mean | 4.1553125 |
Median Absolute Deviation (MAD) | 0.44 |
Skewness | 0.87732303 |
Sum | 664.85 |
Variance | 4.2092389 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.9 | 13 | 8.1% |
3.0 | 12 | 7.5% |
2.8 | 10 | 6.2% |
3.2 | 8 | 5.0% |
0.0 | 6 | 3.8% |
3.4 | 6 | 3.8% |
2.7 | 4 | 2.5% |
3.1 | 4 | 2.5% |
6.3 | 3 | 1.9% |
3.9 | 3 | 1.9% |
Other values (80) | 91 |
Value | Count | Frequency (%) |
0.0 | 6 | |
2.4 | 1 | 0.6% |
2.6 | 2 | 1.2% |
2.62 | 1 | 0.6% |
2.7 | 4 | 2.5% |
2.8 | 10 | |
2.82 | 1 | 0.6% |
2.86 | 2 | 1.2% |
2.9 | 13 | |
2.91 | 1 | 0.6% |
Value | Count | Frequency (%) |
10.0 | 1 | |
9.8 | 1 | |
9.7 | 1 | |
9.68 | 1 | |
9.3 | 1 | |
9.24 | 1 | |
8.83 | 1 | |
8.2 | 1 | |
8.0 | 2 | |
7.6 | 1 |
연장
Real number (ℝ)
ZEROS
 
Distinct | 143 |
---|---|
Distinct (%) | 89.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.179562 |
Minimum | 0 |
---|---|
Maximum | 114.2 |
Zeros | 6 |
Zeros (%) | 3.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.049 |
Q1 | 2.845 |
median | 33.485 |
Q3 | 64.8075 |
95-th percentile | 89.985 |
Maximum | 114.2 |
Range | 114.2 |
Interquartile range (IQR) | 61.9625 |
Descriptive statistics
Standard deviation | 31.695567 |
---|---|
Coefficient of variation (CV) | 0.85249973 |
Kurtosis | -1.0743253 |
Mean | 37.179562 |
Median Absolute Deviation (MAD) | 31.015 |
Skewness | 0.40846894 |
Sum | 5948.73 |
Variance | 1004.609 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 6 | 3.8% |
9.0 | 3 | 1.9% |
1.3 | 3 | 1.9% |
15.0 | 2 | 1.2% |
28.6 | 2 | 1.2% |
1.05 | 2 | 1.2% |
1.84 | 2 | 1.2% |
83.7 | 2 | 1.2% |
49.0 | 2 | 1.2% |
1.45 | 2 | 1.2% |
Other values (133) | 134 |
Value | Count | Frequency (%) |
0.0 | 6 | |
1.0 | 1 | 0.6% |
1.03 | 1 | 0.6% |
1.05 | 2 | 1.2% |
1.07 | 1 | 0.6% |
1.1 | 1 | 0.6% |
1.11 | 1 | 0.6% |
1.13 | 1 | 0.6% |
1.14 | 1 | 0.6% |
1.17 | 1 | 0.6% |
Value | Count | Frequency (%) |
114.2 | 1 | |
108.55 | 1 | |
98.4 | 1 | |
98.21 | 1 | |
97.02 | 1 | |
96.65 | 1 | |
94.18 | 1 | |
93.5 | 1 | |
89.8 | 1 | |
89.37 | 1 |
행정읍/면/동 | 설치일자 | 포장종류 | 폭원 | 연장 | |
---|---|---|---|---|---|
행정읍/면/동 | 1.000 | 0.689 | 0.755 | 0.575 | 0.266 |
설치일자 | 0.689 | 1.000 | 0.571 | 0.337 | 0.475 |
포장종류 | 0.755 | 0.571 | 1.000 | 0.937 | 0.270 |
폭원 | 0.575 | 0.337 | 0.937 | 1.000 | 0.262 |
연장 | 0.266 | 0.475 | 0.270 | 0.262 | 1.000 |
행정읍/면/동 | 포장종류 | |
---|---|---|
행정읍/면/동 | 1.000 | 0.567 |
포장종류 | 0.567 | 1.000 |
폭원 | 연장 | 행정읍/면/동 | 포장종류 | |
---|---|---|---|---|
폭원 | 1.000 | 0.221 | 0.307 | 0.697 |
연장 | 0.221 | 1.000 | 0.106 | 0.163 |
행정읍/면/동 | 0.307 | 0.106 | 1.000 | 0.567 |
포장종류 | 0.697 | 0.163 | 0.567 | 1.000 |
행정읍/면/동 | 설치일자 | 포장종류 | 폭원 | 연장 | |
---|---|---|---|---|---|
0 | 곤명면 | 1960-01-01 | 투수콘 | 3.0 | 49.0 |
1 | 곤명면 | 1960-01-01 | 투수콘 | 3.0 | 38.8 |
2 | 곤명면 | 1960-01-01 | 투수콘 | 2.9 | 79.6 |
3 | 곤명면 | 1960-01-01 | 투수콘 | 3.7 | 78.1 |
4 | 곤명면 | 1960-01-01 | 투수콘 | 3.0 | 75.4 |
5 | 곤명면 | 1960-01-01 | 투수콘 | 2.9 | 78.9 |
6 | 곤명면 | 1960-01-01 | 투수콘 | 7.3 | 89.8 |
7 | 곤명면 | 1960-01-01 | 투수콘 | 3.2 | 1.45 |
8 | 곤명면 | 1960-01-01 | 투수콘 | 3.0 | 21.1 |
9 | 서포면 | 1960-01-01 | 투수콘 | 10.0 | 50.22 |
행정읍/면/동 | 설치일자 | 포장종류 | 폭원 | 연장 | |
---|---|---|---|---|---|
150 | 용현면 | 1900-01-01 | 아스팔트콘크리트 | 3.26 | 24.89 |
151 | 용현면 | 1900-01-01 | 아스팔트콘크리트 | 3.32 | 28.6 |
152 | 벌용동 | 1900-01-01 | 아스팔트콘크리트 | 2.94 | 24.99 |
153 | 벌용동 | 1900-01-01 | 아스팔트콘크리트 | 3.01 | 16.89 |
154 | 벌용동 | 1900-01-01 | 아스팔트콘크리트 | 3.09 | 46.61 |
155 | 벌용동 | 1900-01-01 | 아스팔트콘크리트 | 2.96 | 9.35 |
156 | 서포면 | 1900-01-01 | 아스팔트콘크리트 | 7.05 | 57.09 |
157 | 서포면 | 1900-01-01 | 아스팔트콘크리트 | 3.51 | 45.68 |
158 | 서포면 | 1900-01-01 | 아스팔트콘크리트 | 3.43 | 108.55 |
159 | 서포면 | 1900-01-01 | 아스팔트콘크리트 | 6.83 | 77.95 |
Most frequently occurring
행정읍/면/동 | 설치일자 | 포장종류 | 폭원 | 연장 | # duplicates | |
---|---|---|---|---|---|---|
0 | 용현면 | <NA> | 속성나중입력 | 0.0 | 0.0 | 6 |
1 | 향촌동 | 1960-01-01 | 투수콘 | 3.4 | 83.7 | 2 |