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 6 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 6 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 6 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 3 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 3 other fields | High correlation |
co2 is highly overall correlated with co and 3 other fields | High correlation |
측정일 is highly overall correlated with 기본키 | High correlation |
측정일 is highly imbalanced (53.1%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
hc has unique values | Unique |
pm has unique values | Unique |
co2 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:37:33.091862 |
---|---|
Analysis finished | 2023-12-10 12:37:45.951384 |
Duration | 12.86 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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0326-2] | 4 |
[0406-1] | 4 |
[0325-3] | 4 |
[0325-4] | 4 |
Other values (40) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.86 |
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% |
[0326-2] | 4 | 4.0% |
[0406-1] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[1916-5] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[0524-4] | 2 | 2.0% |
[1720-1] | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0406-1 | 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% |
3412-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3609-1 | 2 | 2.0% |
Other values (35) | 70 |
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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
수안보-충주 | 4 |
---|---|
오생-장호원 | 4 |
대전-옥천 | 4 |
신니-신양 | 4 |
주덕-충주 | 4 |
Other values (40) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.12 |
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% |
오생-장호원 | 4 | 4.0% |
대전-옥천 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
영동-영동IC | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
제천-신림 | 2 | 2.0% |
현도-남이 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
대전-옥천 | 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% |
증평-대사 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 38 |
---|---|
Distinct (%) | 38.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.848 |
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 |
95-th percentile | 15.5 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.4 |
Descriptive statistics
Standard deviation | 4.3550152 |
---|---|
Coefficient of variation (CV) | 0.55492039 |
Kurtosis | 0.94745506 |
Mean | 7.848 |
Median Absolute Deviation (MAD) | 3.45 |
Skewness | 0.91696999 |
Sum | 784.8 |
Variance | 18.966158 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.4 | 6 | 6.0% |
5.0 | 4 | 4.0% |
15.5 | 4 | 4.0% |
8.8 | 4 | 4.0% |
12.3 | 4 | 4.0% |
3.4 | 4 | 4.0% |
11.1 | 4 | 4.0% |
7.5 | 2 | 2.0% |
2.7 | 2 | 2.0% |
Other values (28) | 56 |
Value | Count | Frequency (%) |
1.5 | 2 | |
2.0 | 2 | |
2.1 | 2 | |
2.7 | 2 | |
2.8 | 2 | |
3.1 | 2 | |
3.3 | 2 | |
3.4 | 4 | |
3.6 | 2 | |
3.7 | 2 |
Value | Count | Frequency (%) |
22.4 | 2 | |
15.5 | 4 | |
15.2 | 2 | |
14.4 | 2 | |
13.9 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.2 | 2 | |
11.1 | 4 | |
11.0 | 2 |
측정일
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210101 | |
---|---|
20210102 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210101 |
---|---|
2nd row | 20210101 |
3rd row | 20210101 |
4th row | 20210101 |
5th row | 20210101 |
Common Values
Value | Count | Frequency (%) |
20210101 | 90 | |
20210102 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210101 | 90 | |
20210102 | 10 | 10.0% |
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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.80325 |
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 | 0.27476319 |
---|---|
Coefficient of variation (CV) | 0.0074657317 |
Kurtosis | -0.24336834 |
Mean | 36.80325 |
Median Absolute Deviation (MAD) | 0.152995 |
Skewness | -0.8693168 |
Sum | 3680.325 |
Variance | 0.075494809 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
37.06589 | 4 | 4.0% |
36.3326 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.07857 | 2 | 2.0% |
36.80475 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.3326 | 4 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 | |
36.51373 | 2 | |
36.54466 | 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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.7386 |
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 | 127.43014 |
Q1 | 127.56961 |
median | 127.7073 |
Q3 | 127.86686 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.29725 |
Descriptive statistics
Standard deviation | 0.23510363 |
---|---|
Coefficient of variation (CV) | 0.0018405058 |
Kurtosis | 0.54315162 |
Mean | 127.7386 |
Median Absolute Deviation (MAD) | 0.15657 |
Skewness | 0.87206696 |
Sum | 12773.86 |
Variance | 0.055273717 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.60416 | 4 | 4.0% |
127.53139 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.95118 | 2 | 2.0% |
127.64739 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
127.37509 | 2 | |
127.38986 | 2 | |
127.43014 | 2 | |
127.44767 | 2 | |
127.46142 | 2 | |
127.47145 | 2 | |
127.48385 | 2 | |
127.52268 | 2 | |
127.53139 | 4 | |
127.53503 | 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 | 4792.6407 |
Minimum | 396.02 |
---|---|
Maximum | 30847.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 396.02 |
---|---|
5-th percentile | 512.1755 |
Q1 | 1559.0025 |
median | 3297.32 |
Q3 | 5976.34 |
95-th percentile | 11261.165 |
Maximum | 30847.2 |
Range | 30451.18 |
Interquartile range (IQR) | 4417.3375 |
Descriptive statistics
Standard deviation | 4894.7306 |
---|---|
Coefficient of variation (CV) | 1.0213014 |
Kurtosis | 11.371498 |
Mean | 4792.6407 |
Median Absolute Deviation (MAD) | 2342.2 |
Skewness | 2.7912211 |
Sum | 479264.07 |
Variance | 23958388 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2946.24 | 1 | 1.0% |
962.37 | 1 | 1.0% |
702.07 | 1 | 1.0% |
11103.56 | 1 | 1.0% |
5910.02 | 1 | 1.0% |
4646.08 | 1 | 1.0% |
2790.26 | 1 | 1.0% |
2745.7 | 1 | 1.0% |
2035.77 | 1 | 1.0% |
1154.55 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
396.02 | 1 | |
423.58 | 1 | |
471.6 | 1 | |
476.96 | 1 | |
490.43 | 1 | |
513.32 | 1 | |
622.08 | 1 | |
650.74 | 1 | |
702.07 | 1 | |
775.71 | 1 |
Value | Count | Frequency (%) |
30847.2 | 1 | |
27802.74 | 1 | |
13279.31 | 1 | |
12775.58 | 1 | |
12016.7 | 1 | |
11221.4 | 1 | |
11103.56 | 1 | |
11033.07 | 1 | |
10977.63 | 1 | |
10783.64 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5944.6603 |
Minimum | 278.51 |
---|---|
Maximum | 59808.42 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 278.51 |
---|---|
5-th percentile | 407.263 |
Q1 | 1249.665 |
median | 2711.42 |
Q3 | 5681.57 |
95-th percentile | 22661.166 |
Maximum | 59808.42 |
Range | 59529.91 |
Interquartile range (IQR) | 4431.905 |
Descriptive statistics
Standard deviation | 9194.6777 |
---|---|
Coefficient of variation (CV) | 1.546712 |
Kurtosis | 16.366705 |
Mean | 5944.6603 |
Median Absolute Deviation (MAD) | 1859.105 |
Skewness | 3.6202251 |
Sum | 594466.03 |
Variance | 84542098 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2190.53 | 1 | 1.0% |
686.37 | 1 | 1.0% |
520.29 | 1 | 1.0% |
11265.81 | 1 | 1.0% |
5603.5 | 1 | 1.0% |
4177.18 | 1 | 1.0% |
2445.67 | 1 | 1.0% |
2264.15 | 1 | 1.0% |
1678.74 | 1 | 1.0% |
1700.29 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
278.51 | 1 | |
290.57 | 1 | |
293.67 | 1 | |
359.76 | 1 | |
370.27 | 1 | |
409.21 | 1 | |
414.43 | 1 | |
441.96 | 1 | |
520.29 | 1 | |
601.89 | 1 |
Value | Count | Frequency (%) |
59808.42 | 1 | |
50696.79 | 1 | |
24895.02 | 1 | |
23160.67 | 1 | |
23086.5 | 1 | |
22638.78 | 1 | |
18934.12 | 1 | |
18692.78 | 1 | |
18656.42 | 1 | |
17208.84 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 698.1756 |
Minimum | 36.89 |
---|---|
Maximum | 5881.19 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.89 |
---|---|
5-th percentile | 53.9285 |
Q1 | 168.2275 |
median | 364.67 |
Q3 | 705.445 |
95-th percentile | 2433.428 |
Maximum | 5881.19 |
Range | 5844.3 |
Interquartile range (IQR) | 537.2175 |
Descriptive statistics
Standard deviation | 942.04581 |
---|---|
Coefficient of variation (CV) | 1.3492964 |
Kurtosis | 12.152108 |
Mean | 698.1756 |
Median Absolute Deviation (MAD) | 238.28 |
Skewness | 3.0823883 |
Sum | 69817.56 |
Variance | 887450.31 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
294.01 | 1 | 1.0% |
90.01 | 1 | 1.0% |
67.04 | 1 | 1.0% |
1329.43 | 1 | 1.0% |
698.28 | 1 | 1.0% |
542.75 | 1 | 1.0% |
325.51 | 1 | 1.0% |
302.69 | 1 | 1.0% |
228.89 | 1 | 1.0% |
198.16 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
36.89 | 1 | |
40.23 | 1 | |
45.02 | 1 | |
48.6 | 1 | |
49.91 | 1 | |
54.14 | 1 | |
55.98 | 1 | |
59.8 | 1 | |
67.04 | 1 | |
81.17 | 1 |
Value | Count | Frequency (%) |
5881.19 | 1 | |
4943.98 | 1 | |
2605.68 | 1 | |
2512.89 | 1 | |
2500.27 | 1 | |
2429.91 | 1 | |
2294.59 | 1 | |
2209.64 | 1 | |
2079.66 | 1 | |
1970.47 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 359.875 |
Minimum | 8.21 |
---|---|
Maximum | 3464.02 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 8.21 |
---|---|
5-th percentile | 19.226 |
Q1 | 60.95 |
median | 138.295 |
Q3 | 273.2725 |
95-th percentile | 1500.7315 |
Maximum | 3464.02 |
Range | 3455.81 |
Interquartile range (IQR) | 212.3225 |
Descriptive statistics
Standard deviation | 585.69492 |
---|---|
Coefficient of variation (CV) | 1.6274954 |
Kurtosis | 10.541307 |
Mean | 359.875 |
Median Absolute Deviation (MAD) | 92.62 |
Skewness | 2.9984013 |
Sum | 35987.5 |
Variance | 343038.54 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
82.65 | 1 | 1.0% |
23.85 | 1 | 1.0% |
22.38 | 1 | 1.0% |
515.22 | 1 | 1.0% |
270.85 | 1 | 1.0% |
186.16 | 1 | 1.0% |
128.6 | 1 | 1.0% |
149.85 | 1 | 1.0% |
120.37 | 1 | 1.0% |
107.59 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
8.21 | 1 | |
9.65 | 1 | |
15.85 | 1 | |
16.07 | 1 | |
17.82 | 1 | |
19.3 | 1 | |
22.38 | 1 | |
22.51 | 1 | |
23.17 | 1 | |
23.85 | 1 |
Value | Count | Frequency (%) |
3464.02 | 1 | |
2855.72 | 1 | |
1812.22 | 1 | |
1778.17 | 1 | |
1547.12 | 1 | |
1498.29 | 1 | |
1471.6 | 1 | |
1458.66 | 1 | |
1456.42 | 1 | |
1091.56 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1243014.1 |
Minimum | 103370.83 |
---|---|
Maximum | 8465401.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 103370.83 |
---|---|
5-th percentile | 133834.85 |
Q1 | 407574.85 |
median | 835820.03 |
Q3 | 1502850.2 |
95-th percentile | 3097983.5 |
Maximum | 8465401.9 |
Range | 8362031.1 |
Interquartile range (IQR) | 1095275.3 |
Descriptive statistics
Standard deviation | 1317477.1 |
---|---|
Coefficient of variation (CV) | 1.0599052 |
Kurtosis | 12.843996 |
Mean | 1243014.1 |
Median Absolute Deviation (MAD) | 581756.85 |
Skewness | 3.0042984 |
Sum | 1.2430141 × 108 |
Variance | 1.7357459 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
760407.95 | 1 | 1.0% |
250950.96 | 1 | 1.0% |
182790.28 | 1 | 1.0% |
2950504.5 | 1 | 1.0% |
1539857.27 | 1 | 1.0% |
1138530.73 | 1 | 1.0% |
713428.98 | 1 | 1.0% |
715665.33 | 1 | 1.0% |
525170.39 | 1 | 1.0% |
288324.48 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
103370.83 | 1 | |
110950.62 | 1 | |
111612.49 | 1 | |
121957.79 | 1 | |
124683.99 | 1 | |
134316.47 | 1 | |
164312.35 | 1 | |
171278.91 | 1 | |
182790.28 | 1 | |
193599.09 | 1 |
Value | Count | Frequency (%) |
8465401.94 | 1 | |
7556459.35 | 1 | |
3655330.8 | 1 | |
3331472.3 | 1 | |
3268197.46 | 1 | |
3089024.84 | 1 | |
2950504.5 | 1 | |
2864981.25 | 1 | |
2810393.93 | 1 | |
2794603.86 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 음성 생극 송곡 | 4 |
충북 옥천 군북 이백 | 4 |
충북 충주 신니 원평 | 4 |
충북 충주 대소원 만정 | 4 |
Other values (40) |
Length
Max length | 13 |
---|---|
Median length | 11 |
Mean length | 11.14 |
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 음성 생극 송곡 | 4 | 4.0% |
충북 옥천 군북 이백 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 영동 용산 율 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 제천 봉양 구학 | 2 | 2.0% |
충북 청주 남이 부용외천 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
청주 | 12 | 3.0% |
보은 | 10 | 2.5% |
음성 | 10 | 2.5% |
증평 | 10 | 2.5% |
진천 | 8 | 2.0% |
옥천 | 6 | 1.5% |
영동 | 6 | 1.5% |
중산 | 6 | 1.5% |
Other values (80) | 204 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.990 | 0.000 | 0.990 | 0.537 | 1.000 | 0.805 | 0.640 | 0.599 | 0.530 | 0.535 | 0.541 | 0.495 | 0.990 |
지점 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.929 | 0.824 | 0.863 | 0.652 | 0.881 | 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 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.929 | 0.824 | 0.863 | 0.652 | 0.881 | 1.000 |
연장 | 0.537 | 1.000 | 0.000 | 1.000 | 1.000 | 0.231 | 0.651 | 0.594 | 0.464 | 0.232 | 0.377 | 0.000 | 0.325 | 1.000 |
측정일 | 1.000 | 0.107 | 0.000 | 0.107 | 0.231 | 1.000 | 0.228 | 0.000 | 0.211 | 0.364 | 0.277 | 0.589 | 0.091 | 0.107 |
좌표위치위도 | 0.805 | 1.000 | 0.000 | 1.000 | 0.651 | 0.228 | 1.000 | 0.676 | 0.491 | 0.297 | 0.272 | 0.147 | 0.412 | 1.000 |
좌표위치경도 | 0.640 | 1.000 | 0.000 | 1.000 | 0.594 | 0.000 | 0.676 | 1.000 | 0.508 | 0.283 | 0.353 | 0.127 | 0.336 | 1.000 |
co | 0.599 | 0.929 | 0.000 | 0.929 | 0.464 | 0.211 | 0.491 | 0.508 | 1.000 | 0.808 | 0.853 | 0.820 | 0.938 | 0.929 |
nox | 0.530 | 0.824 | 0.000 | 0.824 | 0.232 | 0.364 | 0.297 | 0.283 | 0.808 | 1.000 | 0.984 | 0.957 | 0.966 | 0.824 |
hc | 0.535 | 0.863 | 0.000 | 0.863 | 0.377 | 0.277 | 0.272 | 0.353 | 0.853 | 0.984 | 1.000 | 0.918 | 0.973 | 0.863 |
pm | 0.541 | 0.652 | 0.000 | 0.652 | 0.000 | 0.589 | 0.147 | 0.127 | 0.820 | 0.957 | 0.918 | 1.000 | 0.897 | 0.652 |
co2 | 0.495 | 0.881 | 0.000 | 0.881 | 0.325 | 0.091 | 0.412 | 0.336 | 0.938 | 0.966 | 0.973 | 0.897 | 1.000 | 0.881 |
주소 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.929 | 0.824 | 0.863 | 0.652 | 0.881 | 1.000 |
측정일 | 측정구간 | 지점 | 주소 | 방향 | |
---|---|---|---|---|---|
측정일 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
지점 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
주소 | 0.000 | 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 | 0.079 | 0.227 | -0.061 | 0.372 | 0.387 | 0.400 | 0.444 | 0.365 | 0.699 | 0.000 | 0.699 | 0.958 | 0.699 |
연장 | 0.079 | 1.000 | 0.162 | 0.139 | -0.162 | -0.183 | -0.168 | -0.183 | -0.164 | 0.773 | 0.000 | 0.773 | 0.166 | 0.773 |
좌표위치위도 | 0.227 | 0.162 | 1.000 | 0.407 | 0.313 | 0.339 | 0.348 | 0.345 | 0.311 | 0.782 | 0.000 | 0.782 | 0.165 | 0.782 |
좌표위치경도 | -0.061 | 0.139 | 0.407 | 1.000 | -0.390 | -0.361 | -0.369 | -0.357 | -0.392 | 0.777 | 0.000 | 0.777 | 0.000 | 0.777 |
co | 0.372 | -0.162 | 0.313 | -0.390 | 1.000 | 0.978 | 0.986 | 0.939 | 0.999 | 0.547 | 0.000 | 0.547 | 0.152 | 0.547 |
nox | 0.387 | -0.183 | 0.339 | -0.361 | 0.978 | 1.000 | 0.996 | 0.977 | 0.977 | 0.392 | 0.000 | 0.392 | 0.380 | 0.392 |
hc | 0.400 | -0.168 | 0.348 | -0.369 | 0.986 | 0.996 | 1.000 | 0.969 | 0.983 | 0.436 | 0.000 | 0.436 | 0.288 | 0.436 |
pm | 0.444 | -0.183 | 0.345 | -0.357 | 0.939 | 0.977 | 0.969 | 1.000 | 0.937 | 0.233 | 0.000 | 0.233 | 0.431 | 0.233 |
co2 | 0.365 | -0.164 | 0.311 | -0.392 | 0.999 | 0.977 | 0.983 | 0.937 | 1.000 | 0.464 | 0.000 | 0.464 | 0.099 | 0.464 |
지점 | 0.699 | 0.773 | 0.782 | 0.777 | 0.547 | 0.392 | 0.436 | 0.233 | 0.464 | 1.000 | 0.000 | 1.000 | 0.000 | 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 | 0.699 | 0.773 | 0.782 | 0.777 | 0.547 | 0.392 | 0.436 | 0.233 | 0.464 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 |
측정일 | 0.958 | 0.166 | 0.165 | 0.000 | 0.152 | 0.380 | 0.288 | 0.431 | 0.099 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
주소 | 0.699 | 0.773 | 0.782 | 0.777 | 0.547 | 0.392 | 0.436 | 0.233 | 0.464 | 1.000 | 0.000 | 1.000 | 0.000 | 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 | 20210101 | 0 | 36.88774 | 127.98484 | 2946.24 | 2190.53 | 294.01 | 82.65 | 760407.95 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210101 | 0 | 36.88774 | 127.98484 | 2875.08 | 2301.25 | 298.76 | 107.84 | 736267.72 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210101 | 0 | 36.9979 | 127.72238 | 3281.91 | 2722.73 | 389.49 | 116.05 | 826766.07 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210101 | 0 | 36.9979 | 127.72238 | 2935.02 | 2778.32 | 372.71 | 133.38 | 735034.5 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210101 | 0 | 36.96342 | 127.86686 | 7890.68 | 6551.21 | 823.77 | 379.15 | 2029484.03 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210101 | 0 | 36.96342 | 127.86686 | 6959.68 | 5915.78 | 726.94 | 274.03 | 1781972.14 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210101 | 0 | 37.06589 | 127.60416 | 4662.57 | 4143.32 | 558.6 | 273.02 | 1179823.6 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210101 | 0 | 37.06589 | 127.60416 | 5108.55 | 4939.68 | 651.99 | 313.08 | 1262010.99 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210101 | 0 | 36.3326 | 127.53139 | 3483.76 | 2398.38 | 323.37 | 87.77 | 910973.47 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210101 | 0 | 36.3326 | 127.53139 | 3845.82 | 2658.38 | 358.1 | 89.18 | 1004108.76 | 충북 옥천 군북 이백 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210102 | 0 | 36.88774 | 127.98484 | 2688.82 | 2636.32 | 337.8 | 159.53 | 669690.17 | 충북 충주 수안보 중산 |
91 | 92 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210102 | 0 | 36.88774 | 127.98484 | 3292.02 | 3225.09 | 421.49 | 194.86 | 774603.79 | 충북 충주 수안보 중산 |
92 | 93 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210102 | 0 | 36.9979 | 127.72238 | 5718.53 | 8193.21 | 1010.11 | 500.47 | 1410515.66 | 충북 충주 신니 원평 |
93 | 94 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210102 | 0 | 36.9979 | 127.72238 | 5933.62 | 8569.38 | 1070.91 | 567.18 | 1438498.08 | 충북 충주 신니 원평 |
94 | 95 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210102 | 0 | 36.96342 | 127.86686 | 10783.64 | 11702.74 | 1438.81 | 786.17 | 2674322.84 | 충북 충주 대소원 만정 |
95 | 96 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210102 | 0 | 36.96342 | 127.86686 | 10977.63 | 12612.38 | 1529.63 | 782.24 | 2729892.08 | 충북 충주 대소원 만정 |
96 | 97 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210102 | 0 | 37.06589 | 127.60416 | 8988.47 | 14041.33 | 1702.64 | 991.34 | 2153453.11 | 충북 음성 생극 송곡 |
97 | 98 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210102 | 0 | 37.06589 | 127.60416 | 10019.02 | 15736.42 | 1970.47 | 1091.56 | 2323341.57 | 충북 음성 생극 송곡 |
98 | 99 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210102 | 0 | 36.3326 | 127.53139 | 4915.73 | 3861.89 | 561.15 | 205.14 | 1145897.39 | 충북 옥천 군북 이백 |
99 | 100 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210102 | 0 | 36.3326 | 127.53139 | 4290.55 | 3663.9 | 488.92 | 207.58 | 1079020.93 | 충북 옥천 군북 이백 |