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 5 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 5 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 5 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 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 |
측정시분 is highly overall correlated with 기본키 | High correlation |
측정시분 is highly imbalanced (75.8%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
co2 has unique values | Unique |
pm has 2 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:37:25.971991 |
---|---|
Analysis finished | 2023-12-10 10:37:43.824891 |
Duration | 17.85 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 | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0325-3] | 4 |
[1916-5] | 2 |
[0325-4] | 2 |
[0326-2] | 2 |
Other values (43) |
Length
Max length | 9 |
---|---|
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% |
[0325-3] | 4 | 4.0% |
[1916-5] | 2 | 2.0% |
[0325-4] | 2 | 2.0% |
[0326-2] | 2 | 2.0% |
[2114-0] | 2 | 2.0% |
[0406-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
3810-1 | 2 | 2.0% |
3412-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3609-1 | 2 | 2.0% |
3613-0 | 2 | 2.0% |
3716-0 | 2 | 2.0% |
3709-2 | 2 | 2.0% |
3711-1 | 2 | 2.0% |
Other values (38) | 76 |
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 | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
수안보-충주 | 4 |
---|---|
신니-신양 | 4 |
오생-장호원 | 4 |
남일-가덕 | 2 |
영동-영동IC | 2 |
Other values (42) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.5 |
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% |
신니-신양 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
남일-가덕 | 2 | 2.0% |
영동-영동IC | 2 | 2.0% |
입장-진천 | 2 | 2.0% |
주덕-충주 | 2 | 2.0% |
대전-옥천 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
Other values (37) | 74 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
서충주ic-충주jct | 2 | 2.0% |
보은-장갑 | 2 | 2.0% |
충주jct-노은jct | 2 | 2.0% |
충주jct-감곡ic | 2 | 2.0% |
장락-쌍용 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 2 | 2.0% |
Other values (37) | 74 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 40 |
---|---|
Distinct (%) | 40.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.122 |
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 | 7.35 |
Q3 | 11.1 |
95-th percentile | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.5 |
Descriptive statistics
Standard deviation | 4.3793496 |
---|---|
Coefficient of variation (CV) | 0.53919596 |
Kurtosis | 0.61512548 |
Mean | 8.122 |
Median Absolute Deviation (MAD) | 3.65 |
Skewness | 0.7433807 |
Sum | 812.2 |
Variance | 19.178703 |
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% |
5.4 | 4 | 4.0% |
3.6 | 4 | 4.0% |
12.1 | 2 | 2.0% |
7.5 | 2 | 2.0% |
14.5 | 2 | 2.0% |
Other values (30) | 60 |
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 | |
11.4 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210501 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210501 |
---|---|
2nd row | 20210501 |
3rd row | 20210501 |
4th row | 20210501 |
5th row | 20210501 |
Common Values
Value | Count | Frequency (%) |
20210501 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210501 | 100 |
측정시분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
15 | 4 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.04 |
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 | 96 | |
15 | 4 | 4.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 96 | |
15 | 4 | 4.0% |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.801425 |
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 | 36.62606 |
median | 36.89448 |
Q3 | 37.02646 |
95-th percentile | 37.11937 |
Maximum | 37.19998 |
Range | 1.09471 |
Interquartile range (IQR) | 0.4004 |
Descriptive statistics
Standard deviation | 0.28491161 |
---|---|
Coefficient of variation (CV) | 0.0077418635 |
Kurtosis | -0.37552805 |
Mean | 36.801425 |
Median Absolute Deviation (MAD) | 0.147065 |
Skewness | -0.85507179 |
Sum | 3680.1425 |
Variance | 0.081174623 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.19998 | 2 | 2.0% |
37.18469 | 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% |
36.35443 | 2 | 2.0% |
Other values (38) | 76 |
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 (%) |
37.19998 | 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 | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.72886 |
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 | 127.68539 |
Q3 | 127.84924 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.27208 |
Descriptive statistics
Standard deviation | 0.22462837 |
---|---|
Coefficient of variation (CV) | 0.0017586344 |
Kurtosis | 1.1999403 |
Mean | 127.72886 |
Median Absolute Deviation (MAD) | 0.12342 |
Skewness | 1.0822727 |
Sum | 12772.886 |
Variance | 0.050457906 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.61191 | 2 | 2.0% |
128.27212 | 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% |
127.59919 | 2 | 2.0% |
Other values (38) | 76 |
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
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 114.7963 |
Minimum | 2.6 |
---|---|
Maximum | 1078.46 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.6 |
---|---|
5-th percentile | 4.6255 |
Q1 | 18.185 |
median | 59.59 |
Q3 | 118.575 |
95-th percentile | 492.117 |
Maximum | 1078.46 |
Range | 1075.86 |
Interquartile range (IQR) | 100.39 |
Descriptive statistics
Standard deviation | 180.35702 |
---|---|
Coefficient of variation (CV) | 1.5711048 |
Kurtosis | 12.097662 |
Mean | 114.7963 |
Median Absolute Deviation (MAD) | 44.005 |
Skewness | 3.2903255 |
Sum | 11479.63 |
Variance | 32528.655 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15.65 | 1 | 1.0% |
9.17 | 1 | 1.0% |
314.83 | 1 | 1.0% |
10.47 | 1 | 1.0% |
15.62 | 1 | 1.0% |
127.02 | 1 | 1.0% |
66.15 | 1 | 1.0% |
41.58 | 1 | 1.0% |
63.11 | 1 | 1.0% |
28.78 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
2.6 | 1 | |
2.63 | 1 | |
2.92 | 1 | |
3.31 | 1 | |
4.54 | 1 | |
4.63 | 1 | |
6.45 | 1 | |
6.93 | 1 | |
7.82 | 1 | |
8.61 | 1 |
Value | Count | Frequency (%) |
1078.46 | 1 | |
820.89 | 1 | |
791.81 | 1 | |
701.18 | 1 | |
523.03 | 1 | |
490.49 | 1 | |
320.68 | 1 | |
319.89 | 1 | |
314.83 | 1 | |
279.18 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 148.2926 |
Minimum | 1.28 |
---|---|
Maximum | 1914.44 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.28 |
---|---|
5-th percentile | 2.6775 |
Q1 | 12.335 |
median | 47.525 |
Q3 | 121.0775 |
95-th percentile | 592.804 |
Maximum | 1914.44 |
Range | 1913.16 |
Interquartile range (IQR) | 108.7425 |
Descriptive statistics
Standard deviation | 293.32854 |
---|---|
Coefficient of variation (CV) | 1.978039 |
Kurtosis | 17.848558 |
Mean | 148.2926 |
Median Absolute Deviation (MAD) | 38.89 |
Skewness | 3.8651814 |
Sum | 14829.26 |
Variance | 86041.635 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8.42 | 1 | 1.0% |
4.94 | 1 | 1.0% |
624.99 | 1 | 1.0% |
5.59 | 1 | 1.0% |
9.02 | 1 | 1.0% |
157.62 | 1 | 1.0% |
54.18 | 1 | 1.0% |
28.46 | 1 | 1.0% |
46.72 | 1 | 1.0% |
22.71 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1.28 | 1 | |
1.64 | 1 | |
2.0 | 1 | |
2.06 | 1 | |
2.25 | 1 | |
2.7 | 1 | |
3.72 | 1 | |
3.95 | 1 | |
4.21 | 1 | |
4.94 | 1 |
Value | Count | Frequency (%) |
1914.44 | 1 | |
1548.09 | 1 | |
949.98 | 1 | |
870.68 | 1 | |
624.99 | 1 | |
591.11 | 1 | |
531.66 | 1 | |
526.32 | 1 | |
494.74 | 1 | |
447.15 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.3722 |
Minimum | 0.23 |
---|---|
Maximum | 201.13 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.23 |
---|---|
5-th percentile | 0.4385 |
Q1 | 1.97 |
median | 7.365 |
Q3 | 14.93 |
95-th percentile | 67.973 |
Maximum | 201.13 |
Range | 200.9 |
Interquartile range (IQR) | 12.96 |
Descriptive statistics
Standard deviation | 31.126829 |
---|---|
Coefficient of variation (CV) | 1.7917609 |
Kurtosis | 15.83035 |
Mean | 17.3722 |
Median Absolute Deviation (MAD) | 6.13 |
Skewness | 3.6493471 |
Sum | 1737.22 |
Variance | 968.87951 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.0 | 2 | 2.0% |
1.14 | 2 | 2.0% |
0.73 | 1 | 1.0% |
62.83 | 1 | 1.0% |
0.97 | 1 | 1.0% |
1.38 | 1 | 1.0% |
17.93 | 1 | 1.0% |
7.77 | 1 | 1.0% |
4.29 | 1 | 1.0% |
7.59 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.23 | 1 | |
0.26 | 1 | |
0.27 | 1 | |
0.31 | 1 | |
0.41 | 1 | |
0.44 | 1 | |
0.57 | 1 | |
0.61 | 1 | |
0.73 | 1 | |
0.83 | 1 |
Value | Count | Frequency (%) |
201.13 | 1 | |
153.51 | 1 | |
112.96 | 1 | |
105.53 | 1 | |
69.74 | 1 | |
67.88 | 1 | |
62.83 | 1 | |
55.38 | 1 | |
51.6 | 1 | |
49.78 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 83 |
---|---|
Distinct (%) | 83.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.105 |
Minimum | 0 |
---|---|
Maximum | 111.88 |
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 | 0.6675 |
median | 2.465 |
Q3 | 6.8675 |
95-th percentile | 32.7175 |
Maximum | 111.88 |
Range | 111.88 |
Interquartile range (IQR) | 6.2 |
Descriptive statistics
Standard deviation | 16.528755 |
---|---|
Coefficient of variation (CV) | 2.0393282 |
Kurtosis | 21.114864 |
Mean | 8.105 |
Median Absolute Deviation (MAD) | 2.11 |
Skewness | 4.1859549 |
Sum | 810.5 |
Variance | 273.19974 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 5 | 5.0% |
0.14 | 5 | 5.0% |
0.27 | 3 | 3.0% |
0.42 | 2 | 2.0% |
0.28 | 2 | 2.0% |
1.2 | 2 | 2.0% |
1.91 | 2 | 2.0% |
1.56 | 2 | 2.0% |
0.0 | 2 | 2.0% |
0.54 | 2 | 2.0% |
Other values (73) | 73 |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
0.13 | 5 | |
0.14 | 5 | |
0.27 | 3 | |
0.28 | 2 | 2.0% |
0.4 | 1 | 1.0% |
0.42 | 2 | 2.0% |
0.52 | 1 | 1.0% |
0.54 | 2 | 2.0% |
0.56 | 1 | 1.0% |
Value | Count | Frequency (%) |
111.88 | 1 | |
90.98 | 1 | |
45.03 | 1 | |
41.87 | 1 | |
39.51 | 1 | |
32.36 | 1 | |
27.33 | 1 | |
26.09 | 1 | |
25.38 | 1 | |
23.79 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30298.626 |
Minimum | 614.73 |
---|---|
Maximum | 291242 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 614.73 |
---|---|
5-th percentile | 1106.0465 |
Q1 | 4838.685 |
median | 13807.995 |
Q3 | 29804.085 |
95-th percentile | 126887.41 |
Maximum | 291242 |
Range | 290627.27 |
Interquartile range (IQR) | 24965.4 |
Descriptive statistics
Standard deviation | 49590.209 |
---|---|
Coefficient of variation (CV) | 1.6367148 |
Kurtosis | 12.179827 |
Mean | 30298.626 |
Median Absolute Deviation (MAD) | 10417.98 |
Skewness | 3.3146041 |
Sum | 3029862.6 |
Variance | 2.4591888 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3740.84 | 1 | 1.0% |
2183.42 | 1 | 1.0% |
92106.56 | 1 | 1.0% |
2490.78 | 1 | 1.0% |
4115.6 | 1 | 1.0% |
34204.75 | 1 | 1.0% |
16617.85 | 1 | 1.0% |
10801.07 | 1 | 1.0% |
14753.98 | 1 | 1.0% |
7249.28 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
614.73 | 1 | |
640.96 | 1 | |
821.31 | 1 | |
873.34 | 1 | |
1075.77 | 1 | |
1107.64 | 1 | |
1705.45 | 1 | |
1847.75 | 1 | |
1870.42 | 1 | |
2061.6 | 1 |
Value | Count | Frequency (%) |
291242.0 | 1 | |
243724.6 | 1 | |
210490.86 | 1 | |
180421.88 | 1 | |
145849.85 | 1 | |
125889.39 | 1 | |
92962.4 | 1 | |
92106.56 | 1 | |
87614.72 | 1 | |
77118.66 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 충주 신니 원평 | 4 |
충북 영동 용산 율 | 2 |
충북 충주 대소원 만정 | 2 |
충북 음성 생극 송곡 | 2 |
Other values (43) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 11.08 |
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 영동 용산 율 | 2 | 2.0% |
충북 충주 대소원 만정 | 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% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 청주 오창 가곡 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
음성 | 16 | 4.0% |
증평 | 10 | 2.5% |
청주 | 10 | 2.5% |
옥천 | 10 | 2.5% |
보은 | 10 | 2.5% |
진천 | 8 | 2.0% |
노은 | 6 | 1.5% |
중산 | 6 | 1.5% |
Other values (81) | 196 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.996 | 0.000 | 0.996 | 0.610 | 0.716 | 0.798 | 0.658 | 0.529 | 0.467 | 0.477 | 0.401 | 0.482 | 0.996 |
지점 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.834 | 0.800 | 0.831 | 0.773 | 0.783 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.112 | 0.108 | 0.000 |
측정구간 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.226 | 1.000 | 1.000 | 0.840 | 0.808 | 0.837 | 0.785 | 0.796 | 1.000 |
연장 | 0.610 | 1.000 | 0.000 | 1.000 | 1.000 | 0.276 | 0.681 | 0.530 | 0.318 | 0.000 | 0.380 | 0.179 | 0.277 | 1.000 |
측정시분 | 0.716 | 0.165 | 0.000 | 0.226 | 0.276 | 1.000 | 0.000 | 0.108 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.165 |
좌표위치위도 | 0.798 | 1.000 | 0.000 | 1.000 | 0.681 | 0.000 | 1.000 | 0.619 | 0.588 | 0.377 | 0.450 | 0.382 | 0.513 | 1.000 |
좌표위치경도 | 0.658 | 1.000 | 0.000 | 1.000 | 0.530 | 0.108 | 0.619 | 1.000 | 0.196 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
co | 0.529 | 0.834 | 0.066 | 0.840 | 0.318 | 0.000 | 0.588 | 0.196 | 1.000 | 0.970 | 0.982 | 0.975 | 0.981 | 0.834 |
nox | 0.467 | 0.800 | 0.000 | 0.808 | 0.000 | 0.000 | 0.377 | 0.000 | 0.970 | 1.000 | 0.998 | 0.994 | 0.936 | 0.800 |
hc | 0.477 | 0.831 | 0.000 | 0.837 | 0.380 | 0.000 | 0.450 | 0.000 | 0.982 | 0.998 | 1.000 | 0.994 | 0.958 | 0.831 |
pm | 0.401 | 0.773 | 0.112 | 0.785 | 0.179 | 0.000 | 0.382 | 0.000 | 0.975 | 0.994 | 0.994 | 1.000 | 0.954 | 0.773 |
co2 | 0.482 | 0.783 | 0.108 | 0.796 | 0.277 | 0.000 | 0.513 | 0.000 | 0.981 | 0.936 | 0.958 | 0.954 | 1.000 | 0.783 |
주소 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.834 | 0.800 | 0.831 | 0.773 | 0.783 | 1.000 |
지점 | 측정구간 | 방향 | 주소 | 측정시분 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.991 | 0.000 | 1.000 | 0.067 |
측정구간 | 0.991 | 1.000 | 0.000 | 0.991 | 0.121 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
주소 | 1.000 | 0.991 | 0.000 | 1.000 | 0.067 |
측정시분 | 0.067 | 0.121 | 0.000 | 0.067 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정시분 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.200 | 0.257 | -0.054 | 0.360 | 0.367 | 0.373 | 0.357 | 0.375 | 0.727 | 0.000 | 0.735 | 0.536 | 0.727 |
연장 | 0.200 | 1.000 | 0.190 | 0.085 | 0.085 | 0.081 | 0.082 | 0.048 | 0.091 | 0.752 | 0.000 | 0.759 | 0.199 | 0.752 |
좌표위치위도 | 0.257 | 0.190 | 1.000 | 0.312 | 0.279 | 0.320 | 0.319 | 0.307 | 0.283 | 0.760 | 0.000 | 0.767 | 0.000 | 0.760 |
좌표위치경도 | -0.054 | 0.085 | 0.312 | 1.000 | -0.416 | -0.411 | -0.400 | -0.440 | -0.409 | 0.756 | 0.000 | 0.763 | 0.100 | 0.756 |
co | 0.360 | 0.085 | 0.279 | -0.416 | 1.000 | 0.987 | 0.992 | 0.965 | 0.999 | 0.384 | 0.064 | 0.397 | 0.000 | 0.384 |
nox | 0.367 | 0.081 | 0.320 | -0.411 | 0.987 | 1.000 | 0.997 | 0.989 | 0.987 | 0.348 | 0.000 | 0.363 | 0.000 | 0.348 |
hc | 0.373 | 0.082 | 0.319 | -0.400 | 0.992 | 0.997 | 1.000 | 0.981 | 0.991 | 0.380 | 0.000 | 0.393 | 0.000 | 0.380 |
pm | 0.357 | 0.048 | 0.307 | -0.440 | 0.965 | 0.989 | 0.981 | 1.000 | 0.966 | 0.323 | 0.114 | 0.340 | 0.000 | 0.323 |
co2 | 0.375 | 0.091 | 0.283 | -0.409 | 0.999 | 0.987 | 0.991 | 0.966 | 1.000 | 0.314 | 0.101 | 0.331 | 0.000 | 0.314 |
지점 | 0.727 | 0.752 | 0.760 | 0.756 | 0.384 | 0.348 | 0.380 | 0.323 | 0.314 | 1.000 | 0.000 | 0.991 | 0.067 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.114 | 0.101 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.735 | 0.759 | 0.767 | 0.763 | 0.397 | 0.363 | 0.393 | 0.340 | 0.331 | 0.991 | 0.000 | 1.000 | 0.121 | 0.991 |
측정시분 | 0.536 | 0.199 | 0.000 | 0.100 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.121 | 1.000 | 0.067 |
주소 | 0.727 | 0.752 | 0.760 | 0.756 | 0.384 | 0.348 | 0.380 | 0.323 | 0.314 | 1.000 | 0.000 | 0.991 | 0.067 | 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 | 20210501 | 0 | 36.88774 | 127.98484 | 15.65 | 8.42 | 1.45 | 0.27 | 3740.84 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210501 | 0 | 36.88774 | 127.98484 | 22.66 | 13.24 | 2.02 | 0.54 | 5989.7 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210501 | 0 | 36.9979 | 127.72238 | 64.96 | 57.37 | 9.17 | 2.93 | 14482.44 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210501 | 0 | 36.9979 | 127.72238 | 73.84 | 53.25 | 8.71 | 2.74 | 17088.27 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210501 | 0 | 36.96342 | 127.86686 | 128.26 | 98.71 | 14.18 | 6.54 | 30339.0 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210501 | 0 | 36.96342 | 127.86686 | 160.51 | 141.47 | 17.92 | 8.36 | 40553.65 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210501 | 0 | 37.06589 | 127.60416 | 47.17 | 52.37 | 7.33 | 3.37 | 10996.71 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210501 | 0 | 37.06589 | 127.60416 | 48.44 | 60.4 | 8.62 | 4.16 | 11007.15 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210501 | 0 | 37.02646 | 127.60462 | 26.51 | 25.74 | 3.28 | 2.03 | 6599.51 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210501 | 0 | 37.02646 | 127.60462 | 42.52 | 43.44 | 5.94 | 2.92 | 10226.62 | 충북 음성 생극 병암 |
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 | 20210501 | 0 | 37.05585 | 127.84924 | 214.07 | 447.15 | 48.78 | 25.38 | 56634.4 | 충북 충주 노은 신효 |
91 | 92 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210501 | 0 | 37.05585 | 127.84924 | 131.63 | 276.36 | 28.24 | 15.84 | 38998.33 | 충북 충주 노은 신효 |
92 | 93 | 건기연 | [04510-1] | 1 | 충주JCT-감곡IC | 12.1 | 20210501 | 0 | 37.05389 | 127.72826 | 701.18 | 870.68 | 105.53 | 41.87 | 180421.88 | 충북 충주 노은 연하 |
93 | 94 | 건기연 | [04510-1] | 2 | 충주JCT-감곡IC | 12.1 | 20210501 | 0 | 37.05389 | 127.72826 | 490.49 | 526.32 | 67.88 | 23.79 | 125889.39 | 충북 충주 노은 연하 |
94 | 95 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210501 | 0 | 37.19998 | 127.61191 | 791.81 | 949.98 | 112.96 | 45.03 | 210490.86 | 충북 음성 감곡 상우 |
95 | 96 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210501 | 0 | 37.19998 | 127.61191 | 523.03 | 591.11 | 69.74 | 27.33 | 145849.85 | 충북 음성 감곡 상우 |
96 | 97 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210501 | 15 | 36.88774 | 127.98484 | 12.9 | 7.45 | 1.14 | 0.27 | 3410.91 | 충북 충주 수안보 중산 |
97 | 98 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210501 | 15 | 36.88774 | 127.98484 | 16.92 | 10.36 | 1.42 | 0.4 | 4862.92 | 충북 충주 수안보 중산 |
98 | 99 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210501 | 15 | 36.9979 | 127.72238 | 58.43 | 50.42 | 8.05 | 2.67 | 13133.55 | 충북 충주 신니 원평 |
99 | 100 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210501 | 15 | 36.9979 | 127.72238 | 86.07 | 52.33 | 9.8 | 2.35 | 17944.07 | 충북 충주 신니 원평 |