Dataset statistics
Number of variables | 16 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.8 KiB |
Average record size in memory | 141.3 B |
Variable types
Numeric | 9 |
---|---|
Categorical | 7 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=380e64d0-4b5a-11ec-a893-4d3e48f9e980 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
지점 is highly overall correlated with 기본키 and 7 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 8 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 7 other fields | High correlation |
기본키 is highly overall correlated with 지점 and 3 other fields | High correlation |
연장 is highly overall correlated with 지점 and 2 other fields | High correlation |
좌표위치위도 is highly overall correlated with 지점 and 2 other fields | High correlation |
좌표위치경도 is highly overall correlated with 지점 and 2 other fields | High correlation |
co is highly overall correlated with nox and 4 other fields | High correlation |
nox is highly overall correlated with co and 3 other fields | High correlation |
hc is highly overall correlated with co and 6 other fields | High correlation |
pm is highly overall correlated with co and 6 other fields | High correlation |
co2 is highly overall correlated with co and 3 other fields | High correlation |
측정시분 is highly overall correlated with 기본키 | High correlation |
측정시분 is highly imbalanced (67.3%) | Imbalance |
기본키 has unique values | Unique |
pm has 5 (5.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:36:57.110705 |
---|---|
Analysis finished | 2023-12-10 10:37:13.861744 |
Duration | 16.75 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
도로종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
건기연 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 건기연 |
---|---|
2nd row | 건기연 |
3rd row | 건기연 |
4th row | 건기연 |
5th row | 건기연 |
Common Values
Value | Count | Frequency (%) |
건기연 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건기연 | 100 |
지점
Categorical
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0325-3] | 4 |
[0325-4] | 4 |
[2517-0] | 2 |
[1914-2] | 2 |
Other values (42) |
Length
Max length | 9 |
---|---|
Median length | 8 |
Mean length | 7.84 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | [0324-1] |
---|---|
2nd row | [0324-1] |
3rd row | [0325-3] |
4th row | [0325-3] |
5th row | [0325-4] |
Common Values
Value | Count | Frequency (%) |
[0324-1] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[2517-0] | 2 | 2.0% |
[1914-2] | 2 | 2.0% |
[2518-2] | 2 | 2.0% |
[0326-2] | 2 | 2.0% |
[2114-0] | 2 | 2.0% |
[0406-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
Other values (37) | 74 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
04011 | 2 | 2.0% |
3709-2 | 2 | 2.0% |
04012 | 2 | 2.0% |
04510-1 | 2 | 2.0% |
3808-1 | 2 | 2.0% |
3412-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
Other values (37) | 74 |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
수안보-충주 | 4 |
---|---|
주덕-충주 | 4 |
오생-장호원 | 4 |
신니-신양 | 4 |
삼승-보은 | 2 |
Other values (41) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.42 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 수안보-충주 |
---|---|
2nd row | 수안보-충주 |
3rd row | 신니-신양 |
4th row | 신니-신양 |
5th row | 주덕-충주 |
Common Values
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
삼승-보은 | 2 | 2.0% |
내북-구방 | 2 | 2.0% |
대전-옥천 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
청주-진천 | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
일죽-감곡ic | 2 | 2.0% |
목계-산척 | 2 | 2.0% |
장락-쌍용 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 2 | 2.0% |
내사-덕산 | 2 | 2.0% |
Other values (36) | 72 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 39.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.994 |
Minimum | 1.5 |
---|---|
Maximum | 22.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.5 |
---|---|
5-th percentile | 2.1 |
Q1 | 4.6 |
median | 7.3 |
Q3 | 11.1 |
95-th percentile | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.5 |
Descriptive statistics
Standard deviation | 4.3751553 |
---|---|
Coefficient of variation (CV) | 0.54730489 |
Kurtosis | 0.72249877 |
Mean | 7.994 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 0.81894601 |
Sum | 799.4 |
Variance | 19.141984 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
3.4 | 4 | 4.0% |
8.8 | 4 | 4.0% |
11.1 | 4 | 4.0% |
12.3 | 4 | 4.0% |
5.0 | 4 | 4.0% |
5.4 | 4 | 4.0% |
3.6 | 4 | 4.0% |
14.5 | 2 | 2.0% |
7.5 | 2 | 2.0% |
Other values (29) | 58 |
Value | Count | Frequency (%) |
1.5 | 2 | |
2.0 | 2 | |
2.1 | 2 | |
2.7 | 2 | |
2.8 | 2 | |
3.1 | 2 | |
3.4 | 4 | |
3.6 | 4 | |
3.7 | 2 | |
4.3 | 2 |
Value | Count | Frequency (%) |
22.4 | 2 | |
15.5 | 2 | |
15.2 | 2 | |
14.5 | 2 | |
14.4 | 2 | |
13.9 | 2 | |
13.6 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.2 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210601 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210601 |
---|---|
2nd row | 20210601 |
3rd row | 20210601 |
4th row | 20210601 |
5th row | 20210601 |
Common Values
Value | Count | Frequency (%) |
20210601 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210601 | 100 |
측정시분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
15 | 6 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.06 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 94 | |
15 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 94 | |
15 | 6 | 6.0% |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.81504 |
Minimum | 36.10527 |
---|---|
Maximum | 37.19998 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.10527 |
---|---|
5-th percentile | 36.24756 |
Q1 | 36.64694 |
median | 36.90117 |
Q3 | 37.02646 |
95-th percentile | 37.11937 |
Maximum | 37.19998 |
Range | 1.09471 |
Interquartile range (IQR) | 0.37952 |
Descriptive statistics
Standard deviation | 0.27582674 |
---|---|
Coefficient of variation (CV) | 0.0074922298 |
Kurtosis | -0.085228913 |
Mean | 36.81504 |
Median Absolute Deviation (MAD) | 0.13493 |
Skewness | -0.95227598 |
Sum | 3681.504 |
Variance | 0.076080392 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.19998 | 2 | 2.0% |
37.05389 | 2 | 2.0% |
36.80475 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.9327 | 2 | 2.0% |
Other values (37) | 74 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.32083 | 2 | |
36.3326 | 2 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 | |
36.51373 | 2 |
Value | Count | Frequency (%) |
37.19998 | 2 | |
37.18469 | 2 | |
37.11937 | 2 | |
37.1091 | 2 | |
37.07857 | 2 | |
37.06589 | 2 | |
37.05585 | 2 | |
37.05389 | 2 | |
37.04502 | 2 | |
37.03807 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73323 |
Minimum | 127.37509 |
---|---|
Maximum | 128.39227 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 127.37509 |
---|---|
5-th percentile | 127.44767 |
Q1 | 127.57716 |
median | 127.692 |
Q3 | 127.86686 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.2897 |
Descriptive statistics
Standard deviation | 0.22514955 |
---|---|
Coefficient of variation (CV) | 0.0017626544 |
Kurtosis | 1.0780535 |
Mean | 127.73323 |
Median Absolute Deviation (MAD) | 0.13033 |
Skewness | 1.0210323 |
Sum | 12773.323 |
Variance | 0.050692318 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.61191 | 2 | 2.0% |
127.72826 | 2 | 2.0% |
127.64739 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.66697 | 2 | 2.0% |
Other values (37) | 74 |
Value | Count | Frequency (%) |
127.37509 | 2 | |
127.38986 | 2 | |
127.44767 | 2 | |
127.46142 | 2 | |
127.47145 | 2 | |
127.48385 | 2 | |
127.52268 | 2 | |
127.53139 | 2 | |
127.53503 | 2 | |
127.5518 | 2 |
Value | Count | Frequency (%) |
128.39227 | 2 | |
128.33167 | 2 | |
128.27212 | 2 | |
128.10947 | 2 | |
127.98484 | 4 | |
127.95441 | 2 | |
127.95118 | 2 | |
127.92804 | 2 | |
127.91705 | 2 | |
127.8901 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 104.6413 |
Minimum | 1.31 |
---|---|
Maximum | 839.75 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.31 |
---|---|
5-th percentile | 2.252 |
Q1 | 16.845 |
median | 45.675 |
Q3 | 115.465 |
95-th percentile | 533.377 |
Maximum | 839.75 |
Range | 838.44 |
Interquartile range (IQR) | 98.62 |
Descriptive statistics
Standard deviation | 165.36887 |
---|---|
Coefficient of variation (CV) | 1.5803404 |
Kurtosis | 8.4739699 |
Mean | 104.6413 |
Median Absolute Deviation (MAD) | 36.68 |
Skewness | 2.9161836 |
Sum | 10464.13 |
Variance | 27346.863 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.57 | 3 | 3.0% |
24.3 | 1 | 1.0% |
2.1 | 1 | 1.0% |
531.73 | 1 | 1.0% |
3.31 | 1 | 1.0% |
4.84 | 1 | 1.0% |
130.66 | 1 | 1.0% |
112.74 | 1 | 1.0% |
46.41 | 1 | 1.0% |
64.2 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
1.31 | 1 | 1.0% |
1.57 | 3 | |
2.1 | 1 | 1.0% |
2.26 | 1 | 1.0% |
2.43 | 1 | 1.0% |
3.28 | 1 | 1.0% |
3.31 | 1 | 1.0% |
3.36 | 1 | 1.0% |
4.53 | 1 | 1.0% |
4.79 | 1 | 1.0% |
Value | Count | Frequency (%) |
839.75 | 1 | |
797.93 | 1 | |
680.66 | 1 | |
578.17 | 1 | |
564.67 | 1 | |
531.73 | 1 | |
520.17 | 1 | |
429.06 | 1 | |
248.26 | 1 | |
195.64 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 180.3031 |
Minimum | 0.74 |
---|---|
Maximum | 1780.13 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.74 |
---|---|
5-th percentile | 1.49 |
Q1 | 13.3675 |
median | 45.415 |
Q3 | 136.5975 |
95-th percentile | 1035.1555 |
Maximum | 1780.13 |
Range | 1779.39 |
Interquartile range (IQR) | 123.23 |
Descriptive statistics
Standard deviation | 349.60462 |
---|---|
Coefficient of variation (CV) | 1.9389828 |
Kurtosis | 8.9824279 |
Mean | 180.3031 |
Median Absolute Deviation (MAD) | 41.16 |
Skewness | 3.0153807 |
Sum | 18030.31 |
Variance | 122223.39 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.83 | 3 | 3.0% |
78.38 | 2 | 2.0% |
29.09 | 2 | 2.0% |
21.92 | 1 | 1.0% |
1.66 | 1 | 1.0% |
1092.26 | 1 | 1.0% |
2.06 | 1 | 1.0% |
2.84 | 1 | 1.0% |
320.9 | 1 | 1.0% |
154.39 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.74 | 1 | 1.0% |
0.83 | 3 | |
1.11 | 1 | 1.0% |
1.51 | 1 | 1.0% |
1.66 | 1 | 1.0% |
1.96 | 1 | 1.0% |
2.06 | 1 | 1.0% |
2.16 | 1 | 1.0% |
2.84 | 1 | 1.0% |
3.21 | 1 | 1.0% |
Value | Count | Frequency (%) |
1780.13 | 1 | |
1648.82 | 1 | |
1400.44 | 1 | |
1254.99 | 1 | |
1092.26 | 1 | |
1032.15 | 1 | |
1006.56 | 1 | |
930.33 | 1 | |
466.84 | 1 | |
428.18 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.8221 |
Minimum | 0.1 |
---|---|
Maximum | 179.62 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 0.218 |
Q1 | 2.1425 |
median | 6.575 |
Q3 | 18.7025 |
95-th percentile | 112.267 |
Maximum | 179.62 |
Range | 179.52 |
Interquartile range (IQR) | 16.56 |
Descriptive statistics
Standard deviation | 35.642768 |
---|---|
Coefficient of variation (CV) | 1.7981328 |
Kurtosis | 8.7272131 |
Mean | 19.8221 |
Median Absolute Deviation (MAD) | 6.03 |
Skewness | 2.979023 |
Sum | 1982.21 |
Variance | 1270.4069 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 3 | 3.0% |
0.32 | 2 | 2.0% |
0.22 | 2 | 2.0% |
0.43 | 2 | 2.0% |
3.5 | 1 | 1.0% |
3.24 | 1 | 1.0% |
115.06 | 1 | 1.0% |
0.31 | 1 | 1.0% |
26.96 | 1 | 1.0% |
19.76 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
0.1 | 1 | 1.0% |
0.13 | 3 | |
0.18 | 1 | 1.0% |
0.22 | 2 | |
0.31 | 1 | 1.0% |
0.32 | 2 | |
0.43 | 2 | |
0.44 | 1 | 1.0% |
0.52 | 1 | 1.0% |
0.78 | 1 | 1.0% |
Value | Count | Frequency (%) |
179.62 | 1 | |
170.6 | 1 | |
142.95 | 1 | |
126.13 | 1 | |
115.06 | 1 | |
112.12 | 1 | |
102.14 | 1 | |
101.34 | 1 | |
46.81 | 1 | |
41.79 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 88 |
---|---|
Distinct (%) | 88.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.0309 |
Minimum | 0 |
---|---|
Maximum | 109.32 |
Zeros | 5 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1235 |
Q1 | 1.015 |
median | 2.92 |
Q3 | 8.7825 |
95-th percentile | 62.9995 |
Maximum | 109.32 |
Range | 109.32 |
Interquartile range (IQR) | 7.7675 |
Descriptive statistics
Standard deviation | 21.167879 |
---|---|
Coefficient of variation (CV) | 1.9189621 |
Kurtosis | 9.1524082 |
Mean | 11.0309 |
Median Absolute Deviation (MAD) | 2.645 |
Skewness | 3.0299565 |
Sum | 1103.09 |
Variance | 448.07912 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 5 | 5.0% |
0.13 | 5 | 5.0% |
0.54 | 3 | 3.0% |
0.41 | 2 | 2.0% |
1.64 | 2 | 2.0% |
5.18 | 1 | 1.0% |
99.5 | 1 | 1.0% |
109.32 | 1 | 1.0% |
62.89 | 1 | 1.0% |
65.08 | 1 | 1.0% |
Other values (78) | 78 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.13 | 5 | |
0.14 | 1 | 1.0% |
0.26 | 1 | 1.0% |
0.27 | 1 | 1.0% |
0.28 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.41 | 2 | 2.0% |
0.42 | 1 | 1.0% |
0.54 | 3 |
Value | Count | Frequency (%) |
109.32 | 1 | |
99.5 | 1 | |
85.37 | 1 | |
76.04 | 1 | |
65.08 | 1 | |
62.89 | 1 | |
60.03 | 1 | |
55.14 | 1 | |
28.83 | 1 | |
26.35 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27535.329 |
Minimum | 381.46 |
---|---|
Maximum | 230400.37 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 381.46 |
---|---|
5-th percentile | 593.9085 |
Q1 | 3801.9825 |
median | 10882.215 |
Q3 | 30692.07 |
95-th percentile | 141022.9 |
Maximum | 230400.37 |
Range | 230018.91 |
Interquartile range (IQR) | 26890.088 |
Descriptive statistics
Standard deviation | 45818.302 |
---|---|
Coefficient of variation (CV) | 1.6639824 |
Kurtosis | 9.1336376 |
Mean | 27535.329 |
Median Absolute Deviation (MAD) | 8759.45 |
Skewness | 3.0146555 |
Sum | 2753532.9 |
Variance | 2.0993168 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
416.06 | 3 | 3.0% |
5356.53 | 1 | 1.0% |
554.74 | 1 | 1.0% |
140729.94 | 1 | 1.0% |
873.34 | 1 | 1.0% |
1293.01 | 1 | 1.0% |
42607.46 | 1 | 1.0% |
27944.13 | 1 | 1.0% |
12563.02 | 1 | 1.0% |
14280.14 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
381.46 | 1 | 1.0% |
416.06 | 3 | |
554.74 | 1 | 1.0% |
595.97 | 1 | 1.0% |
688.53 | 1 | 1.0% |
794.65 | 1 | 1.0% |
873.34 | 1 | 1.0% |
878.97 | 1 | 1.0% |
1261.16 | 1 | 1.0% |
1293.01 | 1 | 1.0% |
Value | Count | Frequency (%) |
230400.37 | 1 | |
229988.01 | 1 | |
191214.45 | 1 | |
163100.34 | 1 | |
146589.22 | 1 | |
140729.94 | 1 | |
133651.12 | 1 | |
122709.82 | 1 | |
57047.24 | 1 | |
56061.56 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 충주 신니 원평 | 4 |
충북 충주 대소원 만정 | 4 |
충북 보은 수한 후평 | 2 |
충북 영동 학산 범화 | 2 |
Other values (42) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 11.1 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충북 충주 수안보 중산 |
---|---|
2nd row | 충북 충주 수안보 중산 |
3rd row | 충북 충주 신니 원평 |
4th row | 충북 충주 신니 원평 |
5th row | 충북 충주 대소원 만정 |
Common Values
Value | Count | Frequency (%) |
충북 충주 수안보 중산 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 보은 수한 후평 | 2 | 2.0% |
충북 영동 학산 범화 | 2 | 2.0% |
충북 청주 남일 두산 | 2 | 2.0% |
충북 음성 생극 송곡 | 2 | 2.0% |
충북 음성 생극 병암 | 2 | 2.0% |
충북 옥천 군북 이백 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
Other values (37) | 74 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 30 | 7.5% |
음성 | 16 | 4.0% |
증평 | 10 | 2.5% |
청주 | 10 | 2.5% |
보은 | 10 | 2.5% |
진천 | 8 | 2.0% |
옥천 | 8 | 2.0% |
영동 | 6 | 1.5% |
노은 | 6 | 1.5% |
Other values (79) | 196 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.993 | 0.000 | 0.994 | 0.565 | 0.893 | 0.764 | 0.678 | 0.556 | 0.658 | 0.625 | 0.649 | 0.517 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.908 | 0.895 | 0.931 | 0.937 | 0.892 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.911 | 0.899 | 0.933 | 0.939 | 0.895 | 1.000 |
연장 | 0.565 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.684 | 0.551 | 0.389 | 0.216 | 0.295 | 0.317 | 0.514 | 1.000 |
측정시분 | 0.893 | 0.147 | 0.000 | 0.228 | 0.096 | 1.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 |
좌표위치위도 | 0.764 | 1.000 | 0.000 | 1.000 | 0.684 | 0.000 | 1.000 | 0.620 | 0.564 | 0.450 | 0.464 | 0.459 | 0.486 | 1.000 |
좌표위치경도 | 0.678 | 1.000 | 0.000 | 1.000 | 0.551 | 0.076 | 0.620 | 1.000 | 0.362 | 0.189 | 0.419 | 0.302 | 0.364 | 1.000 |
co | 0.556 | 0.908 | 0.000 | 0.911 | 0.389 | 0.000 | 0.564 | 0.362 | 1.000 | 0.966 | 0.977 | 0.978 | 0.961 | 0.908 |
nox | 0.658 | 0.895 | 0.099 | 0.899 | 0.216 | 0.000 | 0.450 | 0.189 | 0.966 | 1.000 | 0.992 | 0.994 | 0.934 | 0.895 |
hc | 0.625 | 0.931 | 0.000 | 0.933 | 0.295 | 0.000 | 0.464 | 0.419 | 0.977 | 0.992 | 1.000 | 0.991 | 0.969 | 0.931 |
pm | 0.649 | 0.937 | 0.000 | 0.939 | 0.317 | 0.000 | 0.459 | 0.302 | 0.978 | 0.994 | 0.991 | 1.000 | 0.956 | 0.937 |
co2 | 0.517 | 0.892 | 0.000 | 0.895 | 0.514 | 0.000 | 0.486 | 0.364 | 0.961 | 0.934 | 0.969 | 0.956 | 1.000 | 0.892 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.908 | 0.895 | 0.931 | 0.937 | 0.892 | 1.000 |
지점 | 측정구간 | 방향 | 주소 | 측정시분 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정구간 | 0.991 | 1.000 | 0.000 | 0.991 | 0.117 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
주소 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.117 | 0.000 | 0.059 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정시분 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.157 | 0.294 | -0.013 | 0.343 | 0.363 | 0.364 | 0.367 | 0.363 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.157 | 1.000 | 0.219 | 0.081 | -0.013 | -0.003 | 0.003 | -0.006 | -0.007 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.294 | 0.219 | 1.000 | 0.332 | 0.370 | 0.438 | 0.432 | 0.448 | 0.373 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.013 | 0.081 | 0.332 | 1.000 | -0.347 | -0.291 | -0.299 | -0.292 | -0.338 | 0.763 | 0.000 | 0.770 | 0.068 | 0.763 |
co | 0.343 | -0.013 | 0.370 | -0.347 | 1.000 | 0.984 | 0.987 | 0.979 | 0.996 | 0.492 | 0.000 | 0.503 | 0.000 | 0.492 |
nox | 0.363 | -0.003 | 0.438 | -0.291 | 0.984 | 1.000 | 0.998 | 0.997 | 0.986 | 0.471 | 0.100 | 0.482 | 0.000 | 0.471 |
hc | 0.364 | 0.003 | 0.432 | -0.299 | 0.987 | 0.998 | 1.000 | 0.995 | 0.988 | 0.534 | 0.000 | 0.544 | 0.000 | 0.534 |
pm | 0.367 | -0.006 | 0.448 | -0.292 | 0.979 | 0.997 | 0.995 | 1.000 | 0.983 | 0.546 | 0.000 | 0.556 | 0.000 | 0.546 |
co2 | 0.363 | -0.007 | 0.373 | -0.338 | 0.996 | 0.986 | 0.988 | 0.983 | 1.000 | 0.455 | 0.000 | 0.466 | 0.000 | 0.455 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.492 | 0.471 | 0.534 | 0.546 | 0.455 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.100 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.503 | 0.482 | 0.544 | 0.556 | 0.466 | 0.991 | 0.000 | 1.000 | 0.117 | 0.991 |
측정시분 | 0.699 | 0.064 | 0.000 | 0.068 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.117 | 1.000 | 0.059 |
주소 | 0.718 | 0.759 | 0.767 | 0.763 | 0.492 | 0.471 | 0.534 | 0.546 | 0.455 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210601 | 0 | 36.88774 | 127.98484 | 24.3 | 21.92 | 3.5 | 1.16 | 5356.53 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210601 | 0 | 36.88774 | 127.98484 | 32.26 | 34.51 | 5.35 | 2.19 | 6916.16 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210601 | 0 | 36.9979 | 127.72238 | 62.5 | 59.34 | 9.31 | 3.65 | 13798.96 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210601 | 0 | 36.9979 | 127.72238 | 83.19 | 132.4 | 15.66 | 8.79 | 20909.83 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210601 | 0 | 36.96342 | 127.86686 | 135.8 | 131.92 | 18.35 | 8.88 | 30807.03 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210601 | 0 | 36.96342 | 127.86686 | 164.12 | 154.2 | 22.19 | 8.78 | 36967.39 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210601 | 0 | 37.06589 | 127.60416 | 67.04 | 71.7 | 9.54 | 4.2 | 15156.74 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210601 | 0 | 37.06589 | 127.60416 | 48.23 | 56.23 | 8.07 | 3.75 | 10364.08 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210601 | 0 | 37.02646 | 127.60462 | 40.91 | 49.84 | 6.54 | 3.56 | 9006.13 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210601 | 0 | 37.02646 | 127.60462 | 40.5 | 47.82 | 6.61 | 3.48 | 9433.62 | 충북 음성 생극 병암 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04510-1] | 1 | 충주JCT-감곡IC | 12.1 | 20210601 | 0 | 37.05389 | 127.72826 | 578.17 | 1254.99 | 126.13 | 76.04 | 163100.34 | 충북 충주 노은 연하 |
91 | 92 | 건기연 | [04510-1] | 2 | 충주JCT-감곡IC | 12.1 | 20210601 | 0 | 37.05389 | 127.72826 | 520.17 | 930.33 | 102.14 | 55.14 | 133651.12 | 충북 충주 노은 연하 |
92 | 93 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210601 | 0 | 37.19998 | 127.61191 | 680.66 | 1400.44 | 142.95 | 85.37 | 191214.45 | 충북 음성 감곡 상우 |
93 | 94 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210601 | 0 | 37.19998 | 127.61191 | 564.67 | 1006.56 | 112.12 | 60.03 | 146589.22 | 충북 음성 감곡 상우 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210601 | 15 | 36.88774 | 127.98484 | 24.22 | 21.47 | 3.46 | 1.02 | 5324.66 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210601 | 15 | 36.88774 | 127.98484 | 28.15 | 27.94 | 4.38 | 1.65 | 6118.25 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210601 | 15 | 36.9979 | 127.72238 | 49.28 | 45.36 | 6.73 | 2.82 | 11948.82 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210601 | 15 | 36.9979 | 127.72238 | 68.38 | 86.26 | 12.58 | 5.99 | 15916.9 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210601 | 15 | 36.96342 | 127.86686 | 115.3 | 117.7 | 15.43 | 8.29 | 28227.89 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210601 | 15 | 36.96342 | 127.86686 | 160.41 | 149.19 | 21.32 | 8.35 | 36126.06 | 충북 충주 대소원 만정 |