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=3b05abd0-4b5a-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 7 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 7 other fields | High correlation |
지점 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 3 other fields | High correlation |
nox is highly overall correlated with co and 6 other fields | High correlation |
hc is highly overall correlated with co and 3 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 2 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 21:37:25.781404 |
---|---|
Analysis finished | 2024-04-16 21:37:32.370754 |
Duration | 6.59 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 |
1 | |
---|---|
2 | 6 |
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 | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 94 | |
2 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 94 | |
2 | 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 | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 77.075 |
Minimum | 1.05 |
---|---|
Maximum | 663.12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.05 |
---|---|
5-th percentile | 2.3075 |
Q1 | 10.125 |
median | 28.7 |
Q3 | 84.4575 |
95-th percentile | 463.3915 |
Maximum | 663.12 |
Range | 662.07 |
Interquartile range (IQR) | 74.3325 |
Descriptive statistics
Standard deviation | 132.94012 |
---|---|
Coefficient of variation (CV) | 1.7248151 |
Kurtosis | 9.0555656 |
Mean | 77.075 |
Median Absolute Deviation (MAD) | 24.01 |
Skewness | 3.0481685 |
Sum | 7707.5 |
Variance | 17673.076 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.26 | 3 | 3.0% |
2.78 | 2 | 2.0% |
38.8 | 2 | 2.0% |
3.93 | 2 | 2.0% |
21.58 | 1 | 1.0% |
210.19 | 1 | 1.0% |
311.05 | 1 | 1.0% |
3.31 | 1 | 1.0% |
107.44 | 1 | 1.0% |
89.52 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
1.05 | 1 | 1.0% |
1.73 | 1 | 1.0% |
2.26 | 3 | |
2.31 | 1 | 1.0% |
2.6 | 1 | 1.0% |
2.78 | 2 | |
2.83 | 1 | 1.0% |
3.31 | 1 | 1.0% |
3.88 | 1 | 1.0% |
3.93 | 2 |
Value | Count | Frequency (%) |
663.12 | 1 | |
587.24 | 1 | |
569.1 | 1 | |
554.8 | 1 | |
495.91 | 1 | |
461.68 | 1 | |
311.05 | 1 | |
210.19 | 1 | |
170.82 | 1 | |
148.96 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 144.454 |
Minimum | 0.55 |
---|---|
Maximum | 1432.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.55 |
---|---|
5-th percentile | 1.51 |
Q1 | 9.26 |
median | 31.45 |
Q3 | 92.315 |
95-th percentile | 943.99 |
Maximum | 1432.4 |
Range | 1431.85 |
Interquartile range (IQR) | 83.055 |
Descriptive statistics
Standard deviation | 285.15627 |
---|---|
Coefficient of variation (CV) | 1.9740282 |
Kurtosis | 8.508182 |
Mean | 144.454 |
Median Absolute Deviation (MAD) | 28.455 |
Skewness | 2.9431955 |
Sum | 14445.4 |
Variance | 81314.101 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.51 | 3 | 3.0% |
2.28 | 2 | 2.0% |
1.79 | 2 | 2.0% |
24.28 | 1 | 1.0% |
3.48 | 1 | 1.0% |
740.95 | 1 | 1.0% |
2.06 | 1 | 1.0% |
262.3 | 1 | 1.0% |
125.8 | 1 | 1.0% |
74.56 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.55 | 1 | 1.0% |
1.23 | 1 | 1.0% |
1.28 | 1 | 1.0% |
1.51 | 3 | |
1.6 | 1 | 1.0% |
1.79 | 2 | |
1.88 | 1 | 1.0% |
2.06 | 1 | 1.0% |
2.28 | 2 | |
2.43 | 1 | 1.0% |
Value | Count | Frequency (%) |
1432.4 | 1 | |
1289.19 | 1 | |
1121.38 | 1 | |
1064.79 | 1 | |
969.83 | 1 | |
942.63 | 1 | |
740.95 | 1 | |
515.47 | 1 | |
422.86 | 1 | |
399.43 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 93 |
---|---|
Distinct (%) | 93.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.3783 |
Minimum | 0.09 |
---|---|
Maximum | 143.77 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.09 |
---|---|
5-th percentile | 0.2295 |
Q1 | 1.4075 |
median | 4.36 |
Q3 | 13.1425 |
95-th percentile | 97.2965 |
Maximum | 143.77 |
Range | 143.68 |
Interquartile range (IQR) | 11.735 |
Descriptive statistics
Standard deviation | 28.781204 |
---|---|
Coefficient of variation (CV) | 1.8715465 |
Kurtosis | 8.6668057 |
Mean | 15.3783 |
Median Absolute Deviation (MAD) | 3.85 |
Skewness | 2.9785325 |
Sum | 1537.83 |
Variance | 828.35772 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.22 | 3 | 3.0% |
0.44 | 2 | 2.0% |
0.23 | 2 | 2.0% |
0.51 | 2 | 2.0% |
0.38 | 2 | 2.0% |
0.26 | 2 | 2.0% |
3.79 | 1 | 1.0% |
49.96 | 1 | 1.0% |
72.69 | 1 | 1.0% |
0.31 | 1 | 1.0% |
Other values (83) | 83 |
Value | Count | Frequency (%) |
0.09 | 1 | 1.0% |
0.18 | 1 | 1.0% |
0.22 | 3 | |
0.23 | 2 | |
0.26 | 2 | |
0.27 | 1 | 1.0% |
0.31 | 1 | 1.0% |
0.36 | 1 | 1.0% |
0.38 | 2 | |
0.44 | 2 |
Value | Count | Frequency (%) |
143.77 | 1 | |
129.36 | 1 | |
117.29 | 1 | |
113.07 | 1 | |
100.46 | 1 | |
97.13 | 1 | |
72.69 | 1 | |
49.96 | 1 | |
41.52 | 1 | |
36.5 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 79 |
---|---|
Distinct (%) | 79.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.8802 |
Minimum | 0 |
---|---|
Maximum | 88.11 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.69 |
median | 2.17 |
Q3 | 6.065 |
95-th percentile | 56.489 |
Maximum | 88.11 |
Range | 88.11 |
Interquartile range (IQR) | 5.375 |
Descriptive statistics
Standard deviation | 17.293491 |
---|---|
Coefficient of variation (CV) | 1.9474213 |
Kurtosis | 8.667879 |
Mean | 8.8802 |
Median Absolute Deviation (MAD) | 1.9 |
Skewness | 2.9541864 |
Sum | 888.02 |
Variance | 299.06483 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 9 | 9.0% |
0.14 | 4 | 4.0% |
0.72 | 2 | 2.0% |
1.36 | 2 | 2.0% |
0.4 | 2 | 2.0% |
1.33 | 2 | 2.0% |
0.27 | 2 | 2.0% |
0.41 | 2 | 2.0% |
0.97 | 2 | 2.0% |
0.0 | 2 | 2.0% |
Other values (69) | 71 |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
0.13 | 9 | |
0.14 | 4 | |
0.26 | 1 | 1.0% |
0.27 | 2 | 2.0% |
0.28 | 1 | 1.0% |
0.4 | 2 | 2.0% |
0.41 | 2 | 2.0% |
0.54 | 1 | 1.0% |
0.66 | 1 | 1.0% |
Value | Count | Frequency (%) |
88.11 | 1 | |
78.87 | 1 | |
67.85 | 1 | |
64.14 | 1 | |
57.61 | 1 | |
56.43 | 1 | |
44.95 | 1 | |
31.58 | 1 | |
26.29 | 1 | |
24.19 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20526.208 |
Minimum | 277.37 |
---|---|
Maximum | 185421.81 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 277.37 |
---|---|
5-th percentile | 601.3185 |
Q1 | 2331.2375 |
median | 6927.31 |
Q3 | 20438.408 |
95-th percentile | 128032.6 |
Maximum | 185421.81 |
Range | 185144.44 |
Interquartile range (IQR) | 18107.17 |
Descriptive statistics
Standard deviation | 36690.024 |
---|---|
Coefficient of variation (CV) | 1.7874721 |
Kurtosis | 8.9624814 |
Mean | 20526.208 |
Median Absolute Deviation (MAD) | 5686.765 |
Skewness | 3.025631 |
Sum | 2052620.8 |
Variance | 1.3461579 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
595.97 | 3 | 3.0% |
948.33 | 2 | 2.0% |
734.66 | 2 | 2.0% |
4549.57 | 1 | 1.0% |
1341.9 | 1 | 1.0% |
89967.47 | 1 | 1.0% |
873.34 | 1 | 1.0% |
33735.49 | 1 | 1.0% |
20902.12 | 1 | 1.0% |
10975.65 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
277.37 | 1 | 1.0% |
457.29 | 1 | 1.0% |
595.97 | 3 | |
601.6 | 1 | 1.0% |
614.73 | 1 | 1.0% |
734.66 | 2 | |
740.29 | 1 | 1.0% |
873.34 | 1 | 1.0% |
948.33 | 2 | |
1017.66 | 1 | 1.0% |
Value | Count | Frequency (%) |
185421.81 | 1 | |
164505.85 | 1 | |
152170.42 | 1 | |
146813.16 | 1 | |
130311.08 | 1 | |
127912.68 | 1 | |
89967.47 | 1 | |
62164.96 | 1 | |
50209.33 | 1 | |
44555.35 | 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 | 0.523 | 0.635 | 0.582 | 0.624 | 0.550 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.873 | 0.925 | 0.901 | 0.925 | 0.777 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 |
측정구간 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.881 | 0.929 | 0.907 | 0.929 | 0.795 | 1.000 |
연장 | 0.565 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.684 | 0.551 | 0.343 | 0.402 | 0.317 | 0.403 | 0.271 | 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 | 0.481 | 0.521 | 0.508 | 0.548 | 0.442 | 1.000 |
좌표위치경도 | 0.678 | 1.000 | 0.000 | 1.000 | 0.551 | 0.076 | 0.620 | 1.000 | 0.315 | 0.289 | 0.469 | 0.303 | 0.249 | 1.000 |
co | 0.523 | 0.873 | 0.000 | 0.881 | 0.343 | 0.000 | 0.481 | 0.315 | 1.000 | 0.991 | 0.995 | 0.993 | 0.998 | 0.873 |
nox | 0.635 | 0.925 | 0.000 | 0.929 | 0.402 | 0.000 | 0.521 | 0.289 | 0.991 | 1.000 | 0.995 | 1.000 | 0.991 | 0.925 |
hc | 0.582 | 0.901 | 0.000 | 0.907 | 0.317 | 0.000 | 0.508 | 0.469 | 0.995 | 0.995 | 1.000 | 0.997 | 0.996 | 0.901 |
pm | 0.624 | 0.925 | 0.000 | 0.929 | 0.403 | 0.000 | 0.548 | 0.303 | 0.993 | 1.000 | 0.997 | 1.000 | 0.991 | 0.925 |
co2 | 0.550 | 0.777 | 0.038 | 0.795 | 0.271 | 0.000 | 0.442 | 0.249 | 0.998 | 0.991 | 0.996 | 0.991 | 1.000 | 0.777 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.873 | 0.925 | 0.901 | 0.925 | 0.777 | 1.000 |
주소 | 방향 | 측정구간 | 지점 | 측정시분 | |
---|---|---|---|---|---|
주소 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
방향 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.991 | 0.000 | 1.000 | 0.991 | 0.117 |
지점 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.000 | 0.117 | 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 | 0.346 | 0.355 | 0.352 | 0.352 | 0.362 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.157 | 1.000 | 0.219 | 0.081 | -0.022 | -0.027 | -0.022 | -0.030 | -0.020 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.294 | 0.219 | 1.000 | 0.332 | 0.389 | 0.447 | 0.437 | 0.455 | 0.389 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.013 | 0.081 | 0.332 | 1.000 | -0.352 | -0.317 | -0.325 | -0.311 | -0.347 | 0.763 | 0.000 | 0.770 | 0.068 | 0.763 |
co | 0.346 | -0.022 | 0.389 | -0.352 | 1.000 | 0.989 | 0.995 | 0.985 | 0.998 | 0.414 | 0.000 | 0.427 | 0.000 | 0.414 |
nox | 0.355 | -0.027 | 0.447 | -0.317 | 0.989 | 1.000 | 0.997 | 0.998 | 0.990 | 0.502 | 0.000 | 0.513 | 0.000 | 0.502 |
hc | 0.352 | -0.022 | 0.437 | -0.325 | 0.995 | 0.997 | 1.000 | 0.994 | 0.993 | 0.458 | 0.000 | 0.470 | 0.000 | 0.458 |
pm | 0.352 | -0.030 | 0.455 | -0.311 | 0.985 | 0.998 | 0.994 | 1.000 | 0.986 | 0.502 | 0.000 | 0.513 | 0.000 | 0.502 |
co2 | 0.362 | -0.020 | 0.389 | -0.347 | 0.998 | 0.990 | 0.993 | 0.986 | 1.000 | 0.314 | 0.014 | 0.331 | 0.000 | 0.314 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.414 | 0.502 | 0.458 | 0.502 | 0.314 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.427 | 0.513 | 0.470 | 0.513 | 0.331 | 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 | 0.414 | 0.502 | 0.458 | 0.502 | 0.314 | 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 | 1 | 36.88774 | 127.98484 | 21.58 | 24.28 | 3.76 | 1.51 | 4549.57 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210601 | 1 | 36.88774 | 127.98484 | 13.74 | 16.18 | 2.4 | 1.08 | 3106.29 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210601 | 1 | 36.9979 | 127.72238 | 38.8 | 43.29 | 6.06 | 2.72 | 9073.5 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210601 | 1 | 36.9979 | 127.72238 | 46.06 | 60.24 | 8.56 | 4.02 | 10122.71 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210601 | 1 | 36.96342 | 127.86686 | 77.53 | 81.23 | 10.74 | 5.6 | 18775.65 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210601 | 1 | 36.96342 | 127.86686 | 110.2 | 115.36 | 15.34 | 7.18 | 26456.42 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210601 | 1 | 37.06589 | 127.60416 | 37.84 | 43.17 | 6.24 | 2.74 | 8109.68 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210601 | 1 | 37.06589 | 127.60416 | 22.14 | 31.08 | 4.08 | 2.26 | 5084.74 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210601 | 1 | 37.02646 | 127.60462 | 22.34 | 30.31 | 4.07 | 2.2 | 4973.42 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210601 | 1 | 37.02646 | 127.60462 | 19.85 | 24.37 | 3.26 | 1.67 | 4285.66 | 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 | 1 | 37.05389 | 127.72826 | 461.68 | 969.83 | 97.13 | 57.61 | 127912.68 | 충북 충주 노은 연하 |
91 | 92 | 건기연 | [04510-1] | 2 | 충주JCT-감곡IC | 12.1 | 20210601 | 1 | 37.05389 | 127.72826 | 495.91 | 942.63 | 100.46 | 56.43 | 130311.08 | 충북 충주 노은 연하 |
92 | 93 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210601 | 1 | 37.19998 | 127.61191 | 569.1 | 1121.38 | 117.29 | 67.85 | 152170.42 | 충북 음성 감곡 상우 |
93 | 94 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210601 | 1 | 37.19998 | 127.61191 | 554.8 | 1064.79 | 113.07 | 64.14 | 146813.16 | 충북 음성 감곡 상우 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210601 | 2 | 36.88774 | 127.98484 | 10.69 | 10.79 | 1.61 | 0.72 | 2524.54 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210601 | 2 | 36.88774 | 127.98484 | 12.48 | 15.16 | 2.26 | 1.05 | 2791.45 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210601 | 2 | 36.9979 | 127.72238 | 21.44 | 20.94 | 3.14 | 1.36 | 5129.05 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210601 | 2 | 36.9979 | 127.72238 | 23.94 | 30.55 | 4.57 | 2.08 | 5220.49 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210601 | 2 | 36.96342 | 127.86686 | 52.94 | 51.33 | 7.17 | 3.34 | 12198.27 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210601 | 2 | 36.96342 | 127.86686 | 48.18 | 51.68 | 6.7 | 3.27 | 11552.53 | 충북 충주 대소원 만정 |