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=3d868a50-4b5a-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정시분 has constant value "" | Constant |
측정구간 is highly overall correlated with 기본키 and 10 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 10 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 10 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 6 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 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 6 other fields | High correlation |
측정일 is highly overall correlated with 기본키 | High correlation |
측정일 is highly imbalanced (59.8%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
hc has unique values | Unique |
co2 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:37:09.516134 |
---|---|
Analysis finished | 2023-12-10 12:37:24.474772 |
Duration | 14.96 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 | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0325-4] | 4 |
[0326-2] | 4 |
[0325-3] | 4 |
[1916-5] | 2 |
Other values (41) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.82 |
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% |
[0325-4] | 4 | 4.0% |
[0326-2] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[1916-5] | 2 | 2.0% |
[1917-3] | 2 | 2.0% |
[0406-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[0524-4] | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0326-2 | 4 | 4.0% |
3713-1 | 2 | 2.0% |
3806-0 | 2 | 2.0% |
3808-1 | 2 | 2.0% |
3412-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3609-1 | 2 | 2.0% |
Other values (36) | 72 |
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 |
영동-영동IC | 2 |
Other values (41) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.3 |
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% |
영동-영동IC | 2 | 2.0% |
삼승-보은 | 2 | 2.0% |
대전-옥천 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
제천-신림 | 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% |
괴산-음성 | 2 | 2.0% |
일죽-감곡ic | 2 | 2.0% |
목계-산척 | 2 | 2.0% |
증평-대사 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 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 | 7.874 |
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 | 4.8 |
median | 7.3 |
Q3 | 11 |
95-th percentile | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.2 |
Descriptive statistics
Standard deviation | 4.1993174 |
---|---|
Coefficient of variation (CV) | 0.53331438 |
Kurtosis | 1.3017875 |
Mean | 7.874 |
Median Absolute Deviation (MAD) | 3.2 |
Skewness | 0.91794878 |
Sum | 787.4 |
Variance | 17.634267 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.4 | 6 | 6.0% |
5.0 | 4 | 4.0% |
8.8 | 4 | 4.0% |
12.3 | 4 | 4.0% |
11.1 | 4 | 4.0% |
3.4 | 4 | 4.0% |
11.0 | 2 | 2.0% |
6.4 | 2 | 2.0% |
13.9 | 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 | 2 | |
3.7 | 2 | |
4.3 | 2 |
Value | Count | Frequency (%) |
22.4 | 2 | |
15.5 | 2 | |
15.2 | 2 | |
14.4 | 2 | |
13.9 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.4 | 2 | |
11.2 | 2 | |
11.1 | 4 |
측정일
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210201 | |
---|---|
20210202 | 8 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210201 |
---|---|
2nd row | 20210201 |
3rd row | 20210201 |
4th row | 20210201 |
5th row | 20210201 |
Common Values
Value | Count | Frequency (%) |
20210201 | 92 | |
20210202 | 8 | 8.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210201 | 92 | |
20210202 | 8 | 8.0% |
측정시분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.797774 |
Minimum | 36.10527 |
---|---|
Maximum | 37.18469 |
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 | 36.62606 |
median | 36.88855 |
Q3 | 37.01554 |
95-th percentile | 37.11937 |
Maximum | 37.18469 |
Range | 1.07942 |
Interquartile range (IQR) | 0.38948 |
Descriptive statistics
Standard deviation | 0.28251673 |
---|---|
Coefficient of variation (CV) | 0.0076775494 |
Kurtosis | -0.36583983 |
Mean | 36.797774 |
Median Absolute Deviation (MAD) | 0.152995 |
Skewness | -0.86086626 |
Sum | 3679.7774 |
Variance | 0.079815701 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
37.06589 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.18469 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.35443 | 2 | 2.0% |
36.51373 | 2 | 2.0% |
Other values (36) | 72 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.28264 | 2 | |
36.32083 | 2 | |
36.3326 | 2 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 |
Value | Count | Frequency (%) |
37.18469 | 2 | |
37.15606 | 2 | |
37.11937 | 2 | |
37.1091 | 2 | |
37.07857 | 2 | |
37.06589 | 4 | |
37.05585 | 2 | |
37.04502 | 2 | |
37.03807 | 2 | |
37.03413 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.74337 |
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 | 127.7073 |
Q3 | 127.86686 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.2897 |
Descriptive statistics
Standard deviation | 0.23093445 |
---|---|
Coefficient of variation (CV) | 0.0018077999 |
Kurtosis | 0.65946069 |
Mean | 127.74337 |
Median Absolute Deviation (MAD) | 0.14776 |
Skewness | 0.90876431 |
Sum | 12774.337 |
Variance | 0.05333072 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.60416 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
128.27212 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.59919 | 2 | 2.0% |
127.79015 | 2 | 2.0% |
Other values (36) | 72 |
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 | |
128.11702 | 2 | |
128.10947 | 2 | |
127.98484 | 4 | |
127.95441 | 2 | |
127.95118 | 2 | |
127.92804 | 2 | |
127.91705 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5229.3038 |
Minimum | 466.1 |
---|---|
Maximum | 30179.59 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 466.1 |
---|---|
5-th percentile | 615.229 |
Q1 | 1739.24 |
median | 4018.705 |
Q3 | 7243.97 |
95-th percentile | 12941.041 |
Maximum | 30179.59 |
Range | 29713.49 |
Interquartile range (IQR) | 5504.73 |
Descriptive statistics
Standard deviation | 4978.5634 |
---|---|
Coefficient of variation (CV) | 0.9520509 |
Kurtosis | 9.3414741 |
Mean | 5229.3038 |
Median Absolute Deviation (MAD) | 2834.48 |
Skewness | 2.4954792 |
Sum | 522930.38 |
Variance | 24786093 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2585.62 | 1 | 1.0% |
1334.72 | 1 | 1.0% |
12934.86 | 1 | 1.0% |
852.2 | 1 | 1.0% |
874.75 | 1 | 1.0% |
11022.41 | 1 | 1.0% |
12017.85 | 1 | 1.0% |
4090.15 | 1 | 1.0% |
4311.38 | 1 | 1.0% |
3033.34 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
466.1 | 1 | |
499.61 | 1 | |
532.94 | 1 | |
538.15 | 1 | |
603.05 | 1 | |
615.87 | 1 | |
735.53 | 1 | |
798.73 | 1 | |
843.64 | 1 | |
852.2 | 1 |
Value | Count | Frequency (%) |
30179.59 | 1 | |
28253.82 | 1 | |
15094.23 | 1 | |
13846.33 | 1 | |
13058.48 | 1 | |
12934.86 | 1 | |
12321.8 | 1 | |
12017.85 | 1 | |
11692.12 | 1 | |
11022.41 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7057.2325 |
Minimum | 368.06 |
---|---|
Maximum | 49921.54 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 368.06 |
---|---|
5-th percentile | 543.139 |
Q1 | 1697.4125 |
median | 4013.11 |
Q3 | 9062.365 |
95-th percentile | 27695.55 |
Maximum | 49921.54 |
Range | 49553.48 |
Interquartile range (IQR) | 7364.9525 |
Descriptive statistics
Standard deviation | 8971.6007 |
---|---|
Coefficient of variation (CV) | 1.2712633 |
Kurtosis | 9.5227427 |
Mean | 7057.2325 |
Median Absolute Deviation (MAD) | 2861.73 |
Skewness | 2.7867449 |
Sum | 705723.25 |
Variance | 80489619 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2365.34 | 1 | 1.0% |
1619.77 | 1 | 1.0% |
27829.88 | 1 | 1.0% |
845.88 | 1 | 1.0% |
750.2 | 1 | 1.0% |
17128.93 | 1 | 1.0% |
14548.65 | 1 | 1.0% |
6647.02 | 1 | 1.0% |
5316.26 | 1 | 1.0% |
4043.35 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
368.06 | 1 | |
393.56 | 1 | |
453.66 | 1 | |
481.31 | 1 | |
539.89 | 1 | |
543.31 | 1 | |
611.24 | 1 | |
659.91 | 1 | |
750.2 | 1 | |
752.6 | 1 |
Value | Count | Frequency (%) |
49921.54 | 1 | |
49676.89 | 1 | |
28823.37 | 1 | |
28131.84 | 1 | |
27829.88 | 1 | |
27688.48 | 1 | |
20983.59 | 1 | |
19383.39 | 1 | |
17128.93 | 1 | |
17089.44 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 789.3309 |
Minimum | 49.01 |
---|---|
Maximum | 4956.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 49.01 |
---|---|
5-th percentile | 68.167 |
Q1 | 230.77 |
median | 528.8 |
Q3 | 1129.115 |
95-th percentile | 2309.504 |
Maximum | 4956.08 |
Range | 4907.07 |
Interquartile range (IQR) | 898.345 |
Descriptive statistics
Standard deviation | 866.96772 |
---|---|
Coefficient of variation (CV) | 1.0983578 |
Kurtosis | 8.7169719 |
Mean | 789.3309 |
Median Absolute Deviation (MAD) | 357.17 |
Skewness | 2.5406017 |
Sum | 78933.09 |
Variance | 751633.03 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
314.57 | 1 | 1.0% |
180.57 | 1 | 1.0% |
2323.83 | 1 | 1.0% |
113.73 | 1 | 1.0% |
99.44 | 1 | 1.0% |
1831.41 | 1 | 1.0% |
1808.1 | 1 | 1.0% |
660.07 | 1 | 1.0% |
669.87 | 1 | 1.0% |
490.06 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
49.01 | 1 | |
54.27 | 1 | |
59.2 | 1 | |
64.59 | 1 | |
64.88 | 1 | |
68.34 | 1 | |
73.18 | 1 | |
80.3 | 1 | |
99.44 | 1 | |
103.89 | 1 |
Value | Count | Frequency (%) |
4956.08 | 1 | |
4818.37 | 1 | |
2817.04 | 1 | |
2599.26 | 1 | |
2323.83 | 1 | |
2308.75 | 1 | |
2180.32 | 1 | |
2027.75 | 1 | |
1831.41 | 1 | |
1808.1 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 422.7534 |
Minimum | 24.18 |
---|---|
Maximum | 2969.69 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 24.18 |
---|---|
5-th percentile | 30.008 |
Q1 | 112.845 |
median | 234.855 |
Q3 | 494.745 |
95-th percentile | 1567.4995 |
Maximum | 2969.69 |
Range | 2945.51 |
Interquartile range (IQR) | 381.9 |
Descriptive statistics
Standard deviation | 544.56462 |
---|---|
Coefficient of variation (CV) | 1.2881378 |
Kurtosis | 8.765663 |
Mean | 422.7534 |
Median Absolute Deviation (MAD) | 161.615 |
Skewness | 2.7110957 |
Sum | 42275.34 |
Variance | 296550.62 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
233.75 | 2 | 2.0% |
131.83 | 1 | 1.0% |
114.15 | 1 | 1.0% |
1884.74 | 1 | 1.0% |
58.32 | 1 | 1.0% |
38.93 | 1 | 1.0% |
964.86 | 1 | 1.0% |
760.94 | 1 | 1.0% |
403.89 | 1 | 1.0% |
324.43 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
24.18 | 1 | |
25.0 | 1 | |
25.84 | 1 | |
28.2 | 1 | |
29.21 | 1 | |
30.05 | 1 | |
38.93 | 1 | |
43.72 | 1 | |
44.26 | 1 | |
45.29 | 1 |
Value | Count | Frequency (%) |
2969.69 | 1 | |
2937.87 | 1 | |
1898.58 | 1 | |
1884.74 | 1 | |
1614.23 | 1 | |
1565.04 | 1 | |
1221.33 | 1 | |
1130.41 | 1 | |
1035.68 | 1 | |
1022.15 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1376765.5 |
Minimum | 120242.64 |
---|---|
Maximum | 8001907.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 120242.64 |
---|---|
5-th percentile | 157902.27 |
Q1 | 406886.26 |
median | 1009149.3 |
Q3 | 1826940.2 |
95-th percentile | 3893821.1 |
Maximum | 8001907.9 |
Range | 7881665.3 |
Interquartile range (IQR) | 1420054 |
Descriptive statistics
Standard deviation | 1368893.4 |
---|---|
Coefficient of variation (CV) | 0.99428214 |
Kurtosis | 8.8914614 |
Mean | 1376765.5 |
Median Absolute Deviation (MAD) | 701037.58 |
Skewness | 2.4997161 |
Sum | 1.3767655 × 108 |
Variance | 1.873869 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
643400.95 | 1 | 1.0% |
324196.99 | 1 | 1.0% |
3890375.26 | 1 | 1.0% |
208866.84 | 1 | 1.0% |
220899.12 | 1 | 1.0% |
2944657.58 | 1 | 1.0% |
2988642.09 | 1 | 1.0% |
1164255.48 | 1 | 1.0% |
1076105.36 | 1 | 1.0% |
763531.36 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
120242.64 | 1 | |
128412.59 | 1 | |
134114.79 | 1 | |
135455.84 | 1 | |
155689.9 | 1 | |
158018.71 | 1 | |
189931.93 | 1 | |
205716.09 | 1 | |
207768.03 | 1 | |
208866.84 | 1 |
Value | Count | Frequency (%) |
8001907.93 | 1 | |
7775238.42 | 1 | |
4271757.4 | 1 | |
4159757.32 | 1 | |
3959292.49 | 1 | |
3890375.26 | 1 | |
3421209.07 | 1 | |
3066439.38 | 1 | |
2988642.09 | 1 | |
2944657.58 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 충주 대소원 만정 | 4 |
충북 음성 생극 송곡 | 4 |
충북 충주 신니 원평 | 4 |
충북 영동 용산 율 | 2 |
Other values (41) |
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 대소원 만정 | 4 | 4.0% |
충북 음성 생극 송곡 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 영동 용산 율 | 2 | 2.0% |
충북 보은 보은 금굴 | 2 | 2.0% |
충북 옥천 군북 이백 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 제천 봉양 구학 | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
보은 | 10 | 2.5% |
증평 | 10 | 2.5% |
청주 | 10 | 2.5% |
옥천 | 10 | 2.5% |
음성 | 10 | 2.5% |
진천 | 8 | 2.0% |
영동 | 6 | 1.5% |
괴산 | 6 | 1.5% |
Other values (81) | 202 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.991 | 0.000 | 0.991 | 0.540 | 0.978 | 0.805 | 0.647 | 0.651 | 0.697 | 0.622 | 0.644 | 0.573 | 0.991 |
지점 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.993 | 0.968 | 0.991 | 0.973 | 0.985 | 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 | 0.000 | 0.000 |
측정구간 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.993 | 0.968 | 0.991 | 0.973 | 0.985 | 1.000 |
연장 | 0.540 | 1.000 | 0.000 | 1.000 | 1.000 | 0.204 | 0.603 | 0.579 | 0.511 | 0.289 | 0.391 | 0.457 | 0.503 | 1.000 |
측정일 | 0.978 | 0.137 | 0.000 | 0.137 | 0.204 | 1.000 | 0.153 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.137 |
좌표위치위도 | 0.805 | 1.000 | 0.000 | 1.000 | 0.603 | 0.153 | 1.000 | 0.654 | 0.727 | 0.631 | 0.586 | 0.587 | 0.647 | 1.000 |
좌표위치경도 | 0.647 | 1.000 | 0.000 | 1.000 | 0.579 | 0.000 | 0.654 | 1.000 | 0.629 | 0.366 | 0.560 | 0.428 | 0.538 | 1.000 |
co | 0.651 | 0.993 | 0.000 | 0.993 | 0.511 | 0.000 | 0.727 | 0.629 | 1.000 | 0.873 | 0.891 | 0.883 | 0.962 | 0.993 |
nox | 0.697 | 0.968 | 0.000 | 0.968 | 0.289 | 0.000 | 0.631 | 0.366 | 0.873 | 1.000 | 0.970 | 0.955 | 0.958 | 0.968 |
hc | 0.622 | 0.991 | 0.000 | 0.991 | 0.391 | 0.000 | 0.586 | 0.560 | 0.891 | 0.970 | 1.000 | 0.930 | 0.986 | 0.991 |
pm | 0.644 | 0.973 | 0.000 | 0.973 | 0.457 | 0.000 | 0.587 | 0.428 | 0.883 | 0.955 | 0.930 | 1.000 | 0.911 | 0.973 |
co2 | 0.573 | 0.985 | 0.000 | 0.985 | 0.503 | 0.000 | 0.647 | 0.538 | 0.962 | 0.958 | 0.986 | 0.911 | 1.000 | 0.985 |
주소 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.993 | 0.968 | 0.991 | 0.973 | 0.985 | 1.000 |
측정일 | 측정구간 | 지점 | 주소 | 방향 | |
---|---|---|---|---|---|
측정일 | 1.000 | 0.045 | 0.045 | 0.045 | 0.000 |
측정구간 | 0.045 | 1.000 | 1.000 | 1.000 | 0.000 |
지점 | 0.045 | 1.000 | 1.000 | 1.000 | 0.000 |
주소 | 0.045 | 1.000 | 1.000 | 1.000 | 0.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정일 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.019 | 0.213 | -0.091 | 0.277 | 0.290 | 0.286 | 0.283 | 0.297 | 0.709 | 0.000 | 0.709 | 0.836 | 0.709 |
연장 | 0.019 | 1.000 | 0.146 | 0.124 | -0.087 | -0.123 | -0.110 | -0.134 | -0.100 | 0.766 | 0.000 | 0.766 | 0.146 | 0.766 |
좌표위치위도 | 0.213 | 0.146 | 1.000 | 0.389 | 0.215 | 0.275 | 0.264 | 0.272 | 0.219 | 0.775 | 0.000 | 0.775 | 0.108 | 0.775 |
좌표위치경도 | -0.091 | 0.124 | 0.389 | 1.000 | -0.415 | -0.364 | -0.384 | -0.375 | -0.409 | 0.770 | 0.000 | 0.770 | 0.000 | 0.770 |
co | 0.277 | -0.087 | 0.215 | -0.415 | 1.000 | 0.975 | 0.984 | 0.962 | 0.998 | 0.718 | 0.000 | 0.718 | 0.000 | 0.718 |
nox | 0.290 | -0.123 | 0.275 | -0.364 | 0.975 | 1.000 | 0.996 | 0.992 | 0.978 | 0.628 | 0.000 | 0.628 | 0.000 | 0.628 |
hc | 0.286 | -0.110 | 0.264 | -0.384 | 0.984 | 0.996 | 1.000 | 0.988 | 0.984 | 0.709 | 0.000 | 0.709 | 0.000 | 0.709 |
pm | 0.283 | -0.134 | 0.272 | -0.375 | 0.962 | 0.992 | 0.988 | 1.000 | 0.965 | 0.637 | 0.000 | 0.637 | 0.000 | 0.637 |
co2 | 0.297 | -0.100 | 0.219 | -0.409 | 0.998 | 0.978 | 0.984 | 0.965 | 1.000 | 0.685 | 0.000 | 0.685 | 0.000 | 0.685 |
지점 | 0.709 | 0.766 | 0.775 | 0.770 | 0.718 | 0.628 | 0.709 | 0.637 | 0.685 | 1.000 | 0.000 | 1.000 | 0.045 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.709 | 0.766 | 0.775 | 0.770 | 0.718 | 0.628 | 0.709 | 0.637 | 0.685 | 1.000 | 0.000 | 1.000 | 0.045 | 1.000 |
측정일 | 0.836 | 0.146 | 0.108 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.045 | 1.000 | 0.045 |
주소 | 0.709 | 0.766 | 0.775 | 0.770 | 0.718 | 0.628 | 0.709 | 0.637 | 0.685 | 1.000 | 0.000 | 1.000 | 0.045 | 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 | 20210201 | 0 | 36.88774 | 127.98484 | 2585.62 | 2365.34 | 314.57 | 131.83 | 643400.95 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210201 | 0 | 36.88774 | 127.98484 | 2748.42 | 2627.65 | 332.94 | 153.31 | 699035.72 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210201 | 0 | 36.9979 | 127.72238 | 4526.85 | 7034.35 | 828.85 | 383.27 | 1154865.61 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210201 | 0 | 36.9979 | 127.72238 | 4751.37 | 5974.65 | 798.95 | 342.44 | 1131054.53 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210201 | 0 | 36.96342 | 127.86686 | 9189.06 | 8592.72 | 1084.42 | 569.23 | 2322840.21 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210201 | 0 | 36.96342 | 127.86686 | 9365.88 | 9092.14 | 1139.51 | 509.73 | 2351040.24 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210201 | 0 | 37.06589 | 127.60416 | 6846.88 | 9278.01 | 1139.15 | 625.49 | 1678684.74 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210201 | 0 | 37.06589 | 127.60416 | 7494.13 | 9808.76 | 1222.24 | 629.34 | 1806704.68 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210201 | 0 | 36.3326 | 127.53139 | 4061.14 | 3296.71 | 427.87 | 168.25 | 1057296.9 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210201 | 0 | 36.3326 | 127.53139 | 5036.15 | 3500.67 | 523.98 | 155.51 | 1186881.81 | 충북 옥천 군북 이백 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210201 | 0 | 37.05585 | 127.84924 | 7818.99 | 13126.42 | 1431.1 | 876.37 | 2141566.97 | 충북 충주 노은 신효 |
91 | 92 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210201 | 0 | 37.05585 | 127.84924 | 8111.7 | 13243.89 | 1454.98 | 1035.68 | 2250032.79 | 충북 충주 노은 신효 |
92 | 93 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210202 | 0 | 36.88774 | 127.98484 | 2530.88 | 2029.53 | 264.98 | 90.87 | 648121.35 | 충북 충주 수안보 중산 |
93 | 94 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210202 | 0 | 36.88774 | 127.98484 | 2297.81 | 1850.39 | 234.52 | 100.58 | 592945.89 | 충북 충주 수안보 중산 |
94 | 95 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210202 | 0 | 36.9979 | 127.72238 | 3010.75 | 2650.58 | 359.49 | 123.48 | 772697.14 | 충북 충주 신니 원평 |
95 | 96 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210202 | 0 | 36.9979 | 127.72238 | 2867.05 | 2699.22 | 356.93 | 138.94 | 723602.38 | 충북 충주 신니 원평 |
96 | 97 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210202 | 0 | 36.96342 | 127.86686 | 7343.33 | 6421.5 | 795.09 | 396.29 | 1867010.89 | 충북 충주 대소원 만정 |
97 | 98 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210202 | 0 | 36.96342 | 127.86686 | 6421.78 | 5416.42 | 666.27 | 255.05 | 1645750.94 | 충북 충주 대소원 만정 |
98 | 99 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210202 | 0 | 37.06589 | 127.60416 | 4536.1 | 4314.81 | 533.62 | 282.31 | 1174686.71 | 충북 음성 생극 송곡 |
99 | 100 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210202 | 0 | 37.06589 | 127.60416 | 4503.68 | 3727.47 | 496.84 | 217.1 | 1147618.45 | 충북 음성 생극 송곡 |