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 6 other fields | High correlation |
측정구간 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 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 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 (67.3%) | Imbalance |
기본키 has unique values | Unique |
co has 3 (3.0%) zeros | Zeros |
nox has 3 (3.0%) zeros | Zeros |
hc has 3 (3.0%) zeros | Zeros |
pm has 17 (17.0%) zeros | Zeros |
co2 has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:38:25.092164 |
---|---|
Analysis finished | 2023-12-10 10:38:42.223714 |
Duration | 17.13 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 |
[2516-3] | 2 |
[1724-4] | 2 |
Other values (42) |
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% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[2516-3] | 2 | 2.0% |
[1724-4] | 2 | 2.0% |
[2517-0] | 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% |
04008 | 2 | 2.0% |
3716-0 | 2 | 2.0% |
04009 | 2 | 2.0% |
04012 | 2 | 2.0% |
3806-0 | 2 | 2.0% |
3409-1 | 2 | 2.0% |
3412-1 | 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 |
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% |
보은-장갑 | 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 | 7.932 |
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 | 4.303179 |
---|---|
Coefficient of variation (CV) | 0.5425087 |
Kurtosis | 0.9298415 |
Mean | 7.932 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 0.84381897 |
Sum | 793.2 |
Variance | 18.517349 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.0 | 4 | 4.0% |
5.4 | 4 | 4.0% |
3.6 | 4 | 4.0% |
8.8 | 4 | 4.0% |
12.3 | 4 | 4.0% |
11.1 | 4 | 4.0% |
3.4 | 4 | 4.0% |
7.5 | 2 | 2.0% |
6.4 | 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 | |
14.4 | 2 | |
13.9 | 2 | |
13.6 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.4 | 2 | |
11.2 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210301 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210301 |
---|---|
2nd row | 20210301 |
3rd row | 20210301 |
4th row | 20210301 |
5th row | 20210301 |
Common Values
Value | Count | Frequency (%) |
20210301 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210301 | 100 |
측정시분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
15 | 6 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.06 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 94 | |
15 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 94 | |
15 | 6 | 6.0% |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.798737 |
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 | 36.89448 |
Q3 | 37.01554 |
95-th percentile | 37.11937 |
Maximum | 37.18469 |
Range | 1.07942 |
Interquartile range (IQR) | 0.38948 |
Descriptive statistics
Standard deviation | 0.28238545 |
---|---|
Coefficient of variation (CV) | 0.007673781 |
Kurtosis | -0.35548884 |
Mean | 36.798737 |
Median Absolute Deviation (MAD) | 0.14162 |
Skewness | -0.87705345 |
Sum | 3679.8737 |
Variance | 0.079741541 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.05585 | 2 | 2.0% |
37.03807 | 2 | 2.0% |
36.7919 | 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 (37) | 74 |
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 | 2 | |
37.05585 | 2 | |
37.04502 | 2 | |
37.03807 | 2 | |
37.03413 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.74174 |
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 | 0.23117672 |
---|---|
Coefficient of variation (CV) | 0.0018097195 |
Kurtosis | 0.6709574 |
Mean | 127.74174 |
Median Absolute Deviation (MAD) | 0.139235 |
Skewness | 0.92686121 |
Sum | 12774.174 |
Variance | 0.053442674 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.84924 | 2 | 2.0% |
127.76549 | 2 | 2.0% |
127.6034 | 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 (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 | |
128.11702 | 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
  ZEROS
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56.1378 |
Minimum | 0 |
---|---|
Maximum | 742.7 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.041 |
Q1 | 6.99 |
median | 27.73 |
Q3 | 76.9525 |
95-th percentile | 190.365 |
Maximum | 742.7 |
Range | 742.7 |
Interquartile range (IQR) | 69.9625 |
Descriptive statistics
Standard deviation | 96.275421 |
---|---|
Coefficient of variation (CV) | 1.7149839 |
Kurtosis | 29.274995 |
Mean | 56.1378 |
Median Absolute Deviation (MAD) | 22.615 |
Skewness | 4.7978585 |
Sum | 5613.78 |
Variance | 9268.9567 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
8.71 | 2 | 2.0% |
6.53 | 1 | 1.0% |
1.05 | 1 | 1.0% |
1.69 | 1 | 1.0% |
70.52 | 1 | 1.0% |
106.35 | 1 | 1.0% |
22.34 | 1 | 1.0% |
28.8 | 1 | 1.0% |
18.36 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.52 | 1 | 1.0% |
0.87 | 1 | 1.0% |
1.05 | 1 | 1.0% |
1.57 | 1 | 1.0% |
1.69 | 1 | 1.0% |
1.95 | 1 | 1.0% |
2.05 | 1 | 1.0% |
2.6 | 1 | 1.0% |
2.62 | 1 | 1.0% |
Value | Count | Frequency (%) |
742.7 | 1 | |
485.48 | 1 | |
233.73 | 1 | |
220.66 | 1 | |
199.77 | 1 | |
189.87 | 1 | |
147.89 | 1 | |
138.31 | 1 | |
131.28 | 1 | |
122.79 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.9855 |
Minimum | 0 |
---|---|
Maximum | 1031.24 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.547 |
Q1 | 4.065 |
median | 17.74 |
Q3 | 64.1025 |
95-th percentile | 325.951 |
Maximum | 1031.24 |
Range | 1031.24 |
Interquartile range (IQR) | 60.0375 |
Descriptive statistics
Standard deviation | 143.37242 |
---|---|
Coefficient of variation (CV) | 2.3129993 |
Kurtosis | 27.246345 |
Mean | 61.9855 |
Median Absolute Deviation (MAD) | 14.96 |
Skewness | 4.8596266 |
Sum | 6198.55 |
Variance | 20555.65 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
22.47 | 2 | 2.0% |
5.23 | 2 | 2.0% |
3.53 | 1 | 1.0% |
0.55 | 1 | 1.0% |
1.18 | 1 | 1.0% |
67.17 | 1 | 1.0% |
84.95 | 1 | 1.0% |
13.46 | 1 | 1.0% |
23.98 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.28 | 1 | 1.0% |
0.49 | 1 | 1.0% |
0.55 | 1 | 1.0% |
0.83 | 1 | 1.0% |
0.96 | 1 | 1.0% |
1.18 | 1 | 1.0% |
1.28 | 1 | 1.0% |
1.47 | 1 | 1.0% |
1.51 | 1 | 1.0% |
Value | Count | Frequency (%) |
1031.24 | 1 | |
790.64 | 1 | |
391.87 | 1 | |
351.57 | 1 | |
333.76 | 1 | |
325.54 | 1 | |
171.03 | 1 | |
160.74 | 1 | |
133.71 | 1 | |
129.44 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 92 |
---|---|
Distinct (%) | 92.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1276 |
Minimum | 0 |
---|---|
Maximum | 100.68 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.089 |
Q1 | 0.6175 |
median | 2.64 |
Q3 | 8.545 |
95-th percentile | 29.1545 |
Maximum | 100.68 |
Range | 100.68 |
Interquartile range (IQR) | 7.9275 |
Descriptive statistics
Standard deviation | 13.835693 |
---|---|
Coefficient of variation (CV) | 1.9411434 |
Kurtosis | 25.849151 |
Mean | 7.1276 |
Median Absolute Deviation (MAD) | 2.185 |
Skewness | 4.6181599 |
Sum | 712.76 |
Variance | 191.42641 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
0.48 | 3 | 3.0% |
0.79 | 2 | 2.0% |
0.2 | 2 | 2.0% |
0.57 | 2 | 2.0% |
0.17 | 2 | 2.0% |
1.77 | 1 | 1.0% |
28.96 | 1 | 1.0% |
0.09 | 1 | 1.0% |
8.49 | 1 | 1.0% |
Other values (82) | 82 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.04 | 1 | 1.0% |
0.07 | 1 | 1.0% |
0.09 | 1 | 1.0% |
0.13 | 1 | 1.0% |
0.17 | 2 | |
0.2 | 2 | |
0.23 | 1 | 1.0% |
0.26 | 1 | 1.0% |
0.29 | 1 | 1.0% |
Value | Count | Frequency (%) |
100.68 | 1 | |
74.03 | 1 | |
37.31 | 1 | |
34.15 | 1 | |
32.85 | 1 | |
28.96 | 1 | |
20.89 | 1 | |
19.44 | 1 | |
16.39 | 1 | |
13.96 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 64 |
---|---|
Distinct (%) | 64.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.4147 |
Minimum | 0 |
---|---|
Maximum | 54.09 |
Zeros | 17 |
Zeros (%) | 17.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.14 |
median | 0.74 |
Q3 | 2.53 |
95-th percentile | 17.3345 |
Maximum | 54.09 |
Range | 54.09 |
Interquartile range (IQR) | 2.39 |
Descriptive statistics
Standard deviation | 8.2944156 |
---|---|
Coefficient of variation (CV) | 2.429032 |
Kurtosis | 21.797544 |
Mean | 3.4147 |
Median Absolute Deviation (MAD) | 0.74 |
Skewness | 4.4422234 |
Sum | 341.47 |
Variance | 68.79733 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 17 | 17.0% |
0.27 | 8 | 8.0% |
0.13 | 6 | 6.0% |
0.14 | 4 | 4.0% |
0.56 | 2 | 2.0% |
0.67 | 2 | 2.0% |
0.52 | 2 | 2.0% |
0.54 | 2 | 2.0% |
0.94 | 2 | 2.0% |
6.45 | 1 | 1.0% |
Other values (54) | 54 |
Value | Count | Frequency (%) |
0.0 | 17 | |
0.13 | 6 | 6.0% |
0.14 | 4 | 4.0% |
0.27 | 8 | |
0.28 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.52 | 2 | 2.0% |
0.53 | 1 | 1.0% |
0.54 | 2 | 2.0% |
Value | Count | Frequency (%) |
54.09 | 1 | |
46.9 | 1 | |
29.69 | 1 | |
25.42 | 1 | |
18.37 | 1 | |
17.28 | 1 | |
8.98 | 1 | |
8.73 | 1 | |
8.1 | 1 | |
7.76 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14732.057 |
Minimum | 0 |
---|---|
Maximum | 206270.51 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 276.2165 |
Q1 | 1794.6175 |
median | 6791.36 |
Q3 | 18824.44 |
95-th percentile | 55394.516 |
Maximum | 206270.51 |
Range | 206270.51 |
Interquartile range (IQR) | 17029.822 |
Descriptive statistics
Standard deviation | 26646.17 |
---|---|
Coefficient of variation (CV) | 1.8087203 |
Kurtosis | 30.255761 |
Mean | 14732.057 |
Median Absolute Deviation (MAD) | 5478.53 |
Skewness | 4.9189369 |
Sum | 1473205.7 |
Variance | 7.1001837 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
2301.43 | 2 | 2.0% |
1563.06 | 1 | 1.0% |
277.37 | 1 | 1.0% |
460.9 | 1 | 1.0% |
17498.6 | 1 | 1.0% |
24723.67 | 1 | 1.0% |
5897.88 | 1 | 1.0% |
6693.24 | 1 | 1.0% |
4434.28 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 3 | |
138.68 | 1 | 1.0% |
254.3 | 1 | 1.0% |
277.37 | 1 | 1.0% |
416.06 | 1 | 1.0% |
460.9 | 1 | 1.0% |
461.05 | 1 | 1.0% |
567.01 | 1 | 1.0% |
614.73 | 1 | 1.0% |
734.66 | 1 | 1.0% |
Value | Count | Frequency (%) |
206270.51 | 1 | |
133924.55 | 1 | |
62815.93 | 1 | |
62479.42 | 1 | |
56799.12 | 1 | |
55320.59 | 1 | |
40607.88 | 1 | |
36012.97 | 1 | |
33300.92 | 1 | |
32637.06 | 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 탄부 상장 | 2 |
충북 진천 이월 중산 | 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 탄부 상장 | 2 | 2.0% |
충북 진천 이월 중산 | 2 | 2.0% |
충북 보은 수한 후평 | 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 | 28 | 7.0% |
음성 | 14 | 3.5% |
보은 | 10 | 2.5% |
청주 | 10 | 2.5% |
증평 | 10 | 2.5% |
옥천 | 10 | 2.5% |
진천 | 8 | 2.0% |
영동 | 6 | 1.5% |
신니 | 6 | 1.5% |
Other values (81) | 198 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.993 | 0.000 | 0.994 | 0.595 | 0.893 | 0.850 | 0.670 | 0.524 | 0.743 | 0.574 | 0.501 | 0.525 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.859 | 0.915 | 0.834 | 0.882 | 0.770 | 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 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.864 | 0.920 | 0.840 | 0.887 | 0.781 | 1.000 |
연장 | 0.595 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.602 | 0.577 | 0.273 | 0.000 | 0.000 | 0.101 | 0.170 | 1.000 |
측정시분 | 0.893 | 0.147 | 0.000 | 0.228 | 0.096 | 1.000 | 0.000 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 |
좌표위치위도 | 0.850 | 1.000 | 0.000 | 1.000 | 0.602 | 0.000 | 1.000 | 0.648 | 0.647 | 0.784 | 0.576 | 0.542 | 0.609 | 1.000 |
좌표위치경도 | 0.670 | 1.000 | 0.000 | 1.000 | 0.577 | 0.106 | 0.648 | 1.000 | 0.364 | 0.206 | 0.000 | 0.000 | 0.298 | 1.000 |
co | 0.524 | 0.859 | 0.000 | 0.864 | 0.273 | 0.000 | 0.647 | 0.364 | 1.000 | 0.933 | 0.987 | 0.922 | 0.994 | 0.859 |
nox | 0.743 | 0.915 | 0.000 | 0.920 | 0.000 | 0.000 | 0.784 | 0.206 | 0.933 | 1.000 | 0.931 | 0.967 | 0.948 | 0.915 |
hc | 0.574 | 0.834 | 0.000 | 0.840 | 0.000 | 0.000 | 0.576 | 0.000 | 0.987 | 0.931 | 1.000 | 0.938 | 0.989 | 0.834 |
pm | 0.501 | 0.882 | 0.000 | 0.887 | 0.101 | 0.000 | 0.542 | 0.000 | 0.922 | 0.967 | 0.938 | 1.000 | 0.944 | 0.882 |
co2 | 0.525 | 0.770 | 0.000 | 0.781 | 0.170 | 0.000 | 0.609 | 0.298 | 0.994 | 0.948 | 0.989 | 0.944 | 1.000 | 0.770 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.859 | 0.915 | 0.834 | 0.882 | 0.770 | 1.000 |
지점 | 측정구간 | 방향 | 주소 | 측정시분 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정구간 | 0.991 | 1.000 | 0.000 | 0.991 | 0.117 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
주소 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.117 | 0.000 | 0.059 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정시분 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.076 | 0.143 | -0.061 | 0.339 | 0.365 | 0.354 | 0.350 | 0.344 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.076 | 1.000 | 0.147 | 0.119 | -0.062 | -0.076 | -0.073 | -0.103 | -0.057 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.143 | 0.147 | 1.000 | 0.395 | 0.179 | 0.194 | 0.189 | 0.202 | 0.185 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.061 | 0.119 | 0.395 | 1.000 | -0.393 | -0.388 | -0.389 | -0.385 | -0.399 | 0.763 | 0.000 | 0.770 | 0.098 | 0.763 |
co | 0.339 | -0.062 | 0.179 | -0.393 | 1.000 | 0.992 | 0.996 | 0.957 | 0.998 | 0.431 | 0.000 | 0.443 | 0.000 | 0.431 |
nox | 0.365 | -0.076 | 0.194 | -0.388 | 0.992 | 1.000 | 0.997 | 0.975 | 0.993 | 0.527 | 0.000 | 0.536 | 0.000 | 0.527 |
hc | 0.354 | -0.073 | 0.189 | -0.389 | 0.996 | 0.997 | 1.000 | 0.969 | 0.995 | 0.401 | 0.000 | 0.414 | 0.000 | 0.401 |
pm | 0.350 | -0.103 | 0.202 | -0.385 | 0.957 | 0.975 | 0.969 | 1.000 | 0.960 | 0.452 | 0.000 | 0.464 | 0.000 | 0.452 |
co2 | 0.344 | -0.057 | 0.185 | -0.399 | 0.998 | 0.993 | 0.995 | 0.960 | 1.000 | 0.338 | 0.000 | 0.354 | 0.000 | 0.338 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.431 | 0.527 | 0.401 | 0.452 | 0.338 | 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 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.443 | 0.536 | 0.414 | 0.464 | 0.354 | 0.991 | 0.000 | 1.000 | 0.117 | 0.991 |
측정시분 | 0.699 | 0.064 | 0.000 | 0.098 | 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 | 0.431 | 0.527 | 0.401 | 0.452 | 0.338 | 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 | 20210301 | 0 | 36.88774 | 127.98484 | 7.14 | 3.53 | 0.64 | 0.0 | 1690.5 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210301 | 0 | 36.88774 | 127.98484 | 12.4 | 6.81 | 1.16 | 0.27 | 2972.43 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210301 | 0 | 36.9979 | 127.72238 | 39.48 | 27.89 | 4.17 | 1.51 | 10119.85 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210301 | 0 | 36.9979 | 127.72238 | 51.87 | 39.26 | 6.47 | 1.62 | 11770.7 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210301 | 0 | 36.96342 | 127.86686 | 97.06 | 72.91 | 11.04 | 4.05 | 20555.81 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210301 | 0 | 36.96342 | 127.86686 | 88.04 | 65.19 | 9.39 | 2.77 | 20602.84 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210301 | 0 | 37.06589 | 127.60416 | 14.63 | 8.68 | 1.32 | 0.4 | 3868.19 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210301 | 0 | 37.06589 | 127.60416 | 27.68 | 17.31 | 2.57 | 0.98 | 7262.3 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210301 | 0 | 37.02646 | 127.60462 | 17.34 | 15.31 | 2.27 | 1.22 | 4369.71 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210301 | 0 | 37.02646 | 127.60462 | 19.73 | 15.97 | 2.39 | 1.06 | 4958.44 | 충북 음성 생극 병암 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04012] | 1 | 충주JCT-노은JCT | 5.4 | 20210301 | 0 | 37.03807 | 127.76549 | 83.08 | 116.36 | 11.33 | 6.45 | 24262.03 | 충북 충주 노은 문성 |
91 | 92 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210301 | 0 | 37.03807 | 127.76549 | 98.8 | 133.71 | 13.84 | 7.76 | 28030.06 | 충북 충주 노은 문성 |
92 | 93 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210301 | 0 | 37.05585 | 127.84924 | 72.32 | 86.25 | 9.68 | 6.22 | 20174.76 | 충북 충주 노은 신효 |
93 | 94 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210301 | 0 | 37.05585 | 127.84924 | 96.29 | 92.68 | 12.17 | 8.1 | 24116.96 | 충북 충주 노은 신효 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210301 | 15 | 36.88774 | 127.98484 | 9.3 | 4.22 | 0.9 | 0.0 | 1916.88 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210301 | 15 | 36.88774 | 127.98484 | 11.07 | 5.81 | 1.02 | 0.13 | 2638.83 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210301 | 15 | 36.9979 | 127.72238 | 35.43 | 25.06 | 3.77 | 1.24 | 9060.96 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210301 | 15 | 36.9979 | 127.72238 | 46.76 | 28.07 | 4.81 | 0.77 | 10996.55 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210301 | 15 | 36.96342 | 127.86686 | 96.04 | 71.66 | 10.57 | 3.87 | 20299.27 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210301 | 15 | 36.96342 | 127.86686 | 83.88 | 53.79 | 8.12 | 2.02 | 19920.21 | 충북 충주 대소원 만정 |