Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 141 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 2 |
Duplicate rows (%) | 1.4% |
Total size in memory | 6.0 KiB |
Average record size in memory | 43.9 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 3 |
Dataset
Description | 경상남도 사천시 공간정보시스템의 중앙분리대(DB) 자료입니다.(설치일자, 중앙분리대 종류 ,연장, 폭원 등) |
---|---|
Author | 경상남도 사천시 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15091544 |
Dataset has 2 (1.4%) duplicate rows | Duplicates |
폭원 is highly overall correlated with 설치일자 and 1 other fields | High correlation |
설치일자 is highly overall correlated with 폭원 and 1 other fields | High correlation |
중앙분리대 종류 is highly overall correlated with 폭원 and 1 other fields | High correlation |
폭원 has 16 (11.3%) zeros | Zeros |
높이 has 11 (7.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 00:33:49.385567 |
---|---|
Analysis finished | 2023-12-11 00:33:50.749408 |
Duration | 1.36 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
설치일자
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 2.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.2 KiB |
1960-01-01 | |
---|---|
2011-01-01 | |
2010-01-01 | |
2008-01-01 | 7 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1960-01-01 |
---|---|
2nd row | 1960-01-01 |
3rd row | 1960-01-01 |
4th row | 1960-01-01 |
5th row | 1960-01-01 |
Common Values
Value | Count | Frequency (%) |
1960-01-01 | 82 | |
2011-01-01 | 35 | |
2010-01-01 | 17 | 12.1% |
2008-01-01 | 7 | 5.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1960-01-01 | 82 | |
2011-01-01 | 35 | |
2010-01-01 | 17 | 12.1% |
2008-01-01 | 7 | 5.0% |
중앙분리대 종류
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.2 KiB |
가드레일 | |
---|---|
기타 | |
녹지대 | |
시선유도봉 | |
미분류 |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 3.5815603 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.7% |
Sample
1st row | 가드레일 |
---|---|
2nd row | 가드레일 |
3rd row | 미분류 |
4th row | 가드레일 |
5th row | 미분류 |
Common Values
Value | Count | Frequency (%) |
가드레일 | 66 | |
기타 | 23 | 16.3% |
녹지대 | 20 | 14.2% |
시선유도봉 | 18 | 12.8% |
미분류 | 13 | 9.2% |
충격흡수시설 | 1 | 0.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
가드레일 | 66 | |
기타 | 23 | 16.3% |
녹지대 | 20 | 14.2% |
시선유도봉 | 18 | 12.8% |
미분류 | 13 | 9.2% |
충격흡수시설 | 1 | 0.7% |
연장
Real number (ℝ)
Distinct | 139 |
---|---|
Distinct (%) | 98.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 248.69702 |
Minimum | 9.41 |
---|---|
Maximum | 4939.79 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 9.41 |
---|---|
5-th percentile | 17.28 |
Q1 | 57.82 |
median | 107.8 |
Q3 | 245.5 |
95-th percentile | 899.33 |
Maximum | 4939.79 |
Range | 4930.38 |
Interquartile range (IQR) | 187.68 |
Descriptive statistics
Standard deviation | 474.74513 |
---|---|
Coefficient of variation (CV) | 1.9089297 |
Kurtosis | 68.537603 |
Mean | 248.69702 |
Median Absolute Deviation (MAD) | 60.65 |
Skewness | 7.2604345 |
Sum | 35066.28 |
Variance | 225382.94 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
63.1 | 2 | 1.4% |
47.15 | 2 | 1.4% |
400.59 | 1 | 0.7% |
17.28 | 1 | 0.7% |
404.29 | 1 | 0.7% |
80.3 | 1 | 0.7% |
78.63 | 1 | 0.7% |
101.35 | 1 | 0.7% |
97.36 | 1 | 0.7% |
445.49 | 1 | 0.7% |
Other values (129) | 129 |
Value | Count | Frequency (%) |
9.41 | 1 | |
9.43 | 1 | |
12.3 | 1 | |
15.06 | 1 | |
16.87 | 1 | |
16.94 | 1 | |
17.0 | 1 | |
17.28 | 1 | |
19.95 | 1 | |
20.03 | 1 |
Value | Count | Frequency (%) |
4939.79 | 1 | |
1253.31 | 1 | |
1120.0 | 1 | |
1102.5 | 1 | |
997.2 | 1 | |
920.7 | 1 | |
909.4 | 1 | |
899.33 | 1 | |
831.35 | 1 | |
827.51 | 1 |
폭원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 25 |
---|---|
Distinct (%) | 17.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.72553191 |
Minimum | 0 |
---|---|
Maximum | 3.1 |
Zeros | 16 |
Zeros (%) | 11.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.3 |
median | 0.5 |
Q3 | 1.1 |
95-th percentile | 2.5 |
Maximum | 3.1 |
Range | 3.1 |
Interquartile range (IQR) | 0.8 |
Descriptive statistics
Standard deviation | 0.73680917 |
---|---|
Coefficient of variation (CV) | 1.0155434 |
Kurtosis | 2.0094549 |
Mean | 0.72553191 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | 1.5516455 |
Sum | 102.3 |
Variance | 0.54288775 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.5 | 31 | |
0.4 | 22 | |
0.1 | 19 | |
0.0 | 16 | |
1.1 | 10 | 7.1% |
1.5 | 7 | 5.0% |
1.0 | 4 | 2.8% |
1.35 | 4 | 2.8% |
3.0 | 4 | 2.8% |
2.0 | 3 | 2.1% |
Other values (15) | 21 |
Value | Count | Frequency (%) |
0.0 | 16 | |
0.1 | 19 | |
0.3 | 2 | 1.4% |
0.4 | 22 | |
0.45 | 2 | 1.4% |
0.46 | 1 | 0.7% |
0.5 | 31 | |
0.52 | 1 | 0.7% |
0.6 | 2 | 1.4% |
0.7 | 2 | 1.4% |
Value | Count | Frequency (%) |
3.1 | 1 | 0.7% |
3.0 | 4 | |
2.6 | 1 | 0.7% |
2.5 | 2 | 1.4% |
2.1 | 2 | 1.4% |
2.0 | 3 | |
1.9 | 1 | 0.7% |
1.76 | 1 | 0.7% |
1.5 | 7 | |
1.46 | 1 | 0.7% |
높이
Real number (ℝ)
ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 19.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.86028369 |
Minimum | 0 |
---|---|
Maximum | 3.1 |
Zeros | 11 |
Zeros (%) | 7.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.75 |
median | 0.8 |
Q3 | 1.09 |
95-th percentile | 1.5 |
Maximum | 3.1 |
Range | 3.1 |
Interquartile range (IQR) | 0.34 |
Descriptive statistics
Standard deviation | 0.49202924 |
---|---|
Coefficient of variation (CV) | 0.57193836 |
Kurtosis | 2.6650857 |
Mean | 0.86028369 |
Median Absolute Deviation (MAD) | 0.15 |
Skewness | 0.68046062 |
Sum | 121.3 |
Variance | 0.24209278 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.8 | 32 | |
1.5 | 19 | |
0.75 | 13 | |
0.2 | 12 | 8.5% |
0.0 | 11 | 7.8% |
0.9 | 9 | 6.4% |
0.77 | 5 | 3.5% |
1.0 | 5 | 3.5% |
1.4 | 4 | 2.8% |
0.78 | 4 | 2.8% |
Other values (18) | 27 |
Value | Count | Frequency (%) |
0.0 | 11 | |
0.2 | 12 | |
0.3 | 3 | 2.1% |
0.5 | 1 | 0.7% |
0.6 | 1 | 0.7% |
0.7 | 3 | 2.1% |
0.72 | 1 | 0.7% |
0.75 | 13 | |
0.77 | 5 | 3.5% |
0.78 | 4 | 2.8% |
Value | Count | Frequency (%) |
3.1 | 1 | 0.7% |
2.5 | 1 | 0.7% |
1.5 | 19 | |
1.45 | 2 | 1.4% |
1.4 | 4 | 2.8% |
1.34 | 1 | 0.7% |
1.33 | 1 | 0.7% |
1.3 | 3 | 2.1% |
1.26 | 1 | 0.7% |
1.2 | 1 | 0.7% |
설치일자 | 중앙분리대 종류 | 연장 | 폭원 | 높이 | |
---|---|---|---|---|---|
설치일자 | 1.000 | 0.679 | 0.197 | 0.694 | 0.585 |
중앙분리대 종류 | 0.679 | 1.000 | 0.241 | 0.802 | 0.652 |
연장 | 0.197 | 0.241 | 1.000 | 0.076 | 0.135 |
폭원 | 0.694 | 0.802 | 0.076 | 1.000 | 0.705 |
높이 | 0.585 | 0.652 | 0.135 | 0.705 | 1.000 |
설치일자 | 중앙분리대 종류 | |
---|---|---|
설치일자 | 1.000 | 0.505 |
중앙분리대 종류 | 0.505 | 1.000 |
연장 | 폭원 | 높이 | 설치일자 | 중앙분리대 종류 | |
---|---|---|---|---|---|
연장 | 1.000 | -0.081 | 0.114 | 0.078 | 0.155 |
폭원 | -0.081 | 1.000 | -0.267 | 0.518 | 0.548 |
높이 | 0.114 | -0.267 | 1.000 | 0.440 | 0.459 |
설치일자 | 0.078 | 0.518 | 0.440 | 1.000 | 0.505 |
중앙분리대 종류 | 0.155 | 0.548 | 0.459 | 0.505 | 1.000 |
설치일자 | 중앙분리대 종류 | 연장 | 폭원 | 높이 | |
---|---|---|---|---|---|
0 | 1960-01-01 | 가드레일 | 400.59 | 1.46 | 0.77 |
1 | 1960-01-01 | 가드레일 | 100.88 | 1.3 | 0.75 |
2 | 1960-01-01 | 미분류 | 518.73 | 0.0 | 0.0 |
3 | 1960-01-01 | 가드레일 | 47.15 | 0.5 | 0.93 |
4 | 1960-01-01 | 미분류 | 124.73 | 0.0 | 0.0 |
5 | 1960-01-01 | 미분류 | 149.2 | 0.0 | 0.0 |
6 | 1960-01-01 | 미분류 | 831.35 | 0.0 | 0.0 |
7 | 1960-01-01 | 미분류 | 633.82 | 0.0 | 0.0 |
8 | 1960-01-01 | 미분류 | 93.39 | 0.0 | 0.0 |
9 | 1960-01-01 | 미분류 | 4939.79 | 0.0 | 0.0 |
설치일자 | 중앙분리대 종류 | 연장 | 폭원 | 높이 | |
---|---|---|---|---|---|
131 | 1960-01-01 | 녹지대 | 50.94 | 3.0 | 0.3 |
132 | 1960-01-01 | 녹지대 | 158.34 | 3.0 | 0.3 |
133 | 1960-01-01 | 녹지대 | 52.2 | 3.0 | 0.3 |
134 | 1960-01-01 | 기타 | 82.15 | 0.1 | 1.0 |
135 | 1960-01-01 | 기타 | 57.82 | 0.1 | 1.0 |
136 | 1960-01-01 | 기타 | 85.46 | 0.1 | 1.0 |
137 | 1960-01-01 | 기타 | 141.65 | 0.1 | 1.0 |
138 | 1960-01-01 | 기타 | 79.55 | 0.1 | 0.9 |
139 | 1960-01-01 | 기타 | 49.21 | 0.1 | 0.9 |
140 | 1960-01-01 | 기타 | 141.53 | 0.1 | 0.9 |
Most frequently occurring
설치일자 | 중앙분리대 종류 | 연장 | 폭원 | 높이 | # duplicates | |
---|---|---|---|---|---|---|
0 | 1960-01-01 | 가드레일 | 47.15 | 0.5 | 0.93 | 2 |
1 | 2011-01-01 | 기타 | 63.1 | 0.0 | 0.9 | 2 |