Dataset statistics
Number of variables | 16 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.8 KiB |
Average record size in memory | 141.3 B |
Variable types
Numeric | 9 |
---|---|
Categorical | 7 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=3b05abd0-4b5a-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 5 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 5 other fields | High correlation |
지점 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 |
pm has 5 (5.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 21:38:10.295936 |
---|---|
Analysis finished | 2024-04-16 21:38:16.722318 |
Duration | 6.43 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 |
[1914-2] | 2 |
[0325-4] | 2 |
[0326-2] | 2 |
Other values (43) |
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% |
[1914-2] | 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% |
[0524-4] | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
3806-0 | 2 | 2.0% |
3409-1 | 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% |
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 |
보은-회북 | 2 |
황산-묵정 | 2 |
Other values (42) |
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% |
신니-신양 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
보은-회북 | 2 | 2.0% |
황산-묵정 | 2 | 2.0% |
남일-가덕 | 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% |
대소jct-금왕꽃동네ic | 2 | 2.0% |
군서-안내 | 2 | 2.0% |
금왕꽃동네ic-음성ic | 2 | 2.0% |
충주jct-노은jct | 2 | 2.0% |
일죽-감곡ic | 2 | 2.0% |
증평-대사 | 2 | 2.0% |
초정-증평 | 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 | 8.01 |
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 | 4.2844445 |
---|---|
Coefficient of variation (CV) | 0.53488695 |
Kurtosis | 0.93278595 |
Mean | 8.01 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 0.80604401 |
Sum | 801 |
Variance | 18.356465 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
8.8 | 4 | 4.0% |
5.4 | 4 | 4.0% |
3.6 | 4 | 4.0% |
12.3 | 4 | 4.0% |
11.1 | 4 | 4.0% |
3.4 | 4 | 4.0% |
8.9 | 2 | 2.0% |
6.4 | 2 | 2.0% |
13.6 | 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 | |
14.4 | 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 |
20210201 |
---|
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210201 | 100 |
측정시분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 | 4 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 96 | |
2 | 4 | 4.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 96 | |
2 | 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 | 36.796371 |
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 | 0.2814808 |
---|---|
Coefficient of variation (CV) | 0.0076496892 |
Kurtosis | -0.35331928 |
Mean | 36.796371 |
Median Absolute Deviation (MAD) | 0.14755 |
Skewness | -0.86383897 |
Sum | 3679.6371 |
Variance | 0.07923144 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.05585 | 2 | 2.0% |
37.11937 | 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% |
36.9327 | 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 (%) |
37.18469 | 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 | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73938 |
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 | 0.23048191 |
---|---|
Coefficient of variation (CV) | 0.0018043136 |
Kurtosis | 0.75498924 |
Mean | 127.73938 |
Median Absolute Deviation (MAD) | 0.13033 |
Skewness | 0.96323244 |
Sum | 12773.938 |
Variance | 0.053121911 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.84924 | 2 | 2.0% |
127.65518 | 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% |
127.66697 | 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 | |
128.11702 | 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
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.2699 |
Minimum | 0.52 |
---|---|
Maximum | 671.43 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.52 |
---|---|
5-th percentile | 2.2445 |
Q1 | 9.835 |
median | 28.345 |
Q3 | 73.2275 |
95-th percentile | 239.2255 |
Maximum | 671.43 |
Range | 670.91 |
Interquartile range (IQR) | 63.3925 |
Descriptive statistics
Standard deviation | 100.64341 |
---|---|
Coefficient of variation (CV) | 1.642624 |
Kurtosis | 19.120314 |
Mean | 61.2699 |
Median Absolute Deviation (MAD) | 21.42 |
Skewness | 3.9751088 |
Sum | 6126.99 |
Variance | 10129.096 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.56 | 2 | 2.0% |
1.3 | 2 | 2.0% |
17.63 | 1 | 1.0% |
52.0 | 1 | 1.0% |
165.3 | 1 | 1.0% |
38.63 | 1 | 1.0% |
36.21 | 1 | 1.0% |
23.77 | 1 | 1.0% |
21.07 | 1 | 1.0% |
9.37 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.52 | 1 | |
1.05 | 1 | |
1.3 | 2 | |
1.95 | 1 | |
2.26 | 1 | |
2.59 | 1 | |
3.31 | 1 | |
3.83 | 1 | |
5.14 | 1 | |
5.23 | 1 |
Value | Count | Frequency (%) |
671.43 | 1 | |
563.19 | 1 | |
323.67 | 1 | |
286.96 | 1 | |
245.41 | 1 | |
238.9 | 1 | |
185.31 | 1 | |
165.3 | 1 | |
146.09 | 1 | |
119.85 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 87.1454 |
Minimum | 0.28 |
---|---|
Maximum | 1066.61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.28 |
---|---|
5-th percentile | 1.4825 |
Q1 | 6.6275 |
median | 26.8 |
Q3 | 75.3575 |
95-th percentile | 496.171 |
Maximum | 1066.61 |
Range | 1066.33 |
Interquartile range (IQR) | 68.73 |
Descriptive statistics
Standard deviation | 176.10825 |
---|---|
Coefficient of variation (CV) | 2.0208554 |
Kurtosis | 15.981216 |
Mean | 87.1454 |
Median Absolute Deviation (MAD) | 22.915 |
Skewness | 3.8192559 |
Sum | 8714.54 |
Variance | 31014.116 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.92 | 2 | 2.0% |
0.64 | 2 | 2.0% |
15.48 | 1 | 1.0% |
51.1 | 1 | 1.0% |
191.78 | 1 | 1.0% |
55.61 | 1 | 1.0% |
38.83 | 1 | 1.0% |
27.0 | 1 | 1.0% |
19.89 | 1 | 1.0% |
9.91 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.28 | 1 | |
0.55 | 1 | |
0.64 | 2 | |
0.96 | 1 | |
1.51 | 1 | |
1.59 | 1 | |
2.06 | 1 | |
2.34 | 1 | |
2.92 | 1 | |
3.26 | 1 |
Value | Count | Frequency (%) |
1066.61 | 1 | |
954.05 | 1 | |
624.24 | 1 | |
614.17 | 1 | |
512.53 | 1 | |
495.31 | 1 | |
261.89 | 1 | |
202.87 | 1 | |
194.9 | 1 | |
194.85 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.5915 |
Minimum | 0.04 |
---|---|
Maximum | 111.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.04 |
---|---|
5-th percentile | 0.2175 |
Q1 | 1.005 |
median | 3.76 |
Q3 | 9.8375 |
95-th percentile | 42.8405 |
Maximum | 111.08 |
Range | 111.04 |
Interquartile range (IQR) | 8.8325 |
Descriptive statistics
Standard deviation | 17.207558 |
---|---|
Coefficient of variation (CV) | 1.7940425 |
Kurtosis | 17.594567 |
Mean | 9.5915 |
Median Absolute Deviation (MAD) | 3.145 |
Skewness | 3.878596 |
Sum | 959.15 |
Variance | 296.10007 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.64 | 2 | 2.0% |
0.12 | 2 | 2.0% |
0.49 | 2 | 2.0% |
3.28 | 2 | 2.0% |
1.82 | 1 | 1.0% |
1.11 | 1 | 1.0% |
29.71 | 1 | 1.0% |
25.07 | 1 | 1.0% |
6.24 | 1 | 1.0% |
5.36 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.04 | 1 | |
0.09 | 1 | |
0.12 | 2 | |
0.17 | 1 | |
0.22 | 1 | |
0.26 | 1 | |
0.31 | 1 | |
0.35 | 1 | |
0.49 | 2 | |
0.5 | 1 |
Value | Count | Frequency (%) |
111.08 | 1 | |
93.44 | 1 | |
60.5 | 1 | |
51.63 | 1 | |
46.84 | 1 | |
42.63 | 1 | |
29.71 | 1 | |
25.07 | 1 | |
21.56 | 1 | |
19.95 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 77 |
---|---|
Distinct (%) | 77.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.2106 |
Minimum | 0 |
---|---|
Maximum | 63.1 |
Zeros | 5 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1235 |
Q1 | 0.415 |
median | 1.705 |
Q3 | 4.36 |
95-th percentile | 28.4185 |
Maximum | 63.1 |
Range | 63.1 |
Interquartile range (IQR) | 3.945 |
Descriptive statistics
Standard deviation | 10.606362 |
---|---|
Coefficient of variation (CV) | 2.0355357 |
Kurtosis | 15.067226 |
Mean | 5.2106 |
Median Absolute Deviation (MAD) | 1.43 |
Skewness | 3.7431339 |
Sum | 521.06 |
Variance | 112.49492 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.27 | 9 | 9.0% |
0.13 | 5 | 5.0% |
0.0 | 5 | 5.0% |
0.28 | 4 | 4.0% |
1.32 | 2 | 2.0% |
0.42 | 2 | 2.0% |
3.08 | 2 | 2.0% |
1.73 | 2 | 2.0% |
0.85 | 1 | 1.0% |
3.34 | 1 | 1.0% |
Other values (67) | 67 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.13 | 5 | |
0.14 | 1 | 1.0% |
0.27 | 9 | |
0.28 | 4 | |
0.4 | 1 | 1.0% |
0.42 | 2 | 2.0% |
0.54 | 1 | 1.0% |
0.67 | 1 | 1.0% |
0.68 | 1 | 1.0% |
Value | Count | Frequency (%) |
63.1 | 1 | |
55.57 | 1 | |
42.59 | 1 | |
34.65 | 1 | |
34.47 | 1 | |
28.1 | 1 | |
14.42 | 1 | |
12.06 | 1 | |
11.74 | 1 | |
11.11 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15963.079 |
Minimum | 138.68 |
---|---|
Maximum | 176054.04 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 138.68 |
---|---|
5-th percentile | 589.224 |
Q1 | 2533.4 |
median | 6963.105 |
Q3 | 20031.285 |
95-th percentile | 71693.962 |
Maximum | 176054.04 |
Range | 175915.36 |
Interquartile range (IQR) | 17497.885 |
Descriptive statistics
Standard deviation | 27237.609 |
---|---|
Coefficient of variation (CV) | 1.7062879 |
Kurtosis | 17.383889 |
Mean | 15963.079 |
Median Absolute Deviation (MAD) | 4925.905 |
Skewness | 3.8495268 |
Sum | 1596307.9 |
Variance | 7.4188736 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1589.29 | 2 | 2.0% |
307.36 | 2 | 2.0% |
4511.37 | 1 | 1.0% |
11679.2 | 1 | 1.0% |
38417.31 | 1 | 1.0% |
9670.31 | 1 | 1.0% |
8557.38 | 1 | 1.0% |
5634.91 | 1 | 1.0% |
4699.39 | 1 | 1.0% |
2207.6 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
138.68 | 1 | |
277.37 | 1 | |
307.36 | 2 | |
461.05 | 1 | |
595.97 | 1 | |
644.57 | 1 | |
873.34 | 1 | |
1012.03 | 1 | |
1255.69 | 1 | |
1293.19 | 1 |
Value | Count | Frequency (%) |
176054.04 | 1 | |
148711.07 | 1 | |
91384.13 | 1 | |
88289.6 | 1 | |
72541.22 | 1 | |
71649.37 | 1 | |
46079.64 | 1 | |
38417.31 | 1 | |
36803.61 | 1 | |
32150.26 | 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 학산 범화 | 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 학산 범화 | 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 제천 봉양 구학 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 26 | 6.5% |
음성 | 14 | 3.5% |
증평 | 10 | 2.5% |
보은 | 10 | 2.5% |
청주 | 10 | 2.5% |
옥천 | 10 | 2.5% |
진천 | 8 | 2.0% |
신니 | 6 | 1.5% |
영동 | 6 | 1.5% |
Other values (83) | 200 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.996 | 0.000 | 0.996 | 0.595 | 0.716 | 0.854 | 0.668 | 0.365 | 0.421 | 0.466 | 0.420 | 0.371 | 0.996 |
지점 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.852 | 0.727 | 0.885 | 0.749 | 0.841 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.073 | 0.102 | 0.000 | 0.000 | 0.061 | 0.000 |
측정구간 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.226 | 1.000 | 1.000 | 0.857 | 0.743 | 0.874 | 0.747 | 0.846 | 1.000 |
연장 | 0.595 | 1.000 | 0.000 | 1.000 | 1.000 | 0.207 | 0.596 | 0.574 | 0.367 | 0.000 | 0.404 | 0.000 | 0.354 | 1.000 |
측정시분 | 0.716 | 0.165 | 0.000 | 0.226 | 0.207 | 1.000 | 0.000 | 0.108 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.165 |
좌표위치위도 | 0.854 | 1.000 | 0.000 | 1.000 | 0.596 | 0.000 | 1.000 | 0.650 | 0.638 | 0.583 | 0.589 | 0.542 | 0.632 | 1.000 |
좌표위치경도 | 0.668 | 1.000 | 0.000 | 1.000 | 0.574 | 0.108 | 0.650 | 1.000 | 0.573 | 0.469 | 0.634 | 0.453 | 0.568 | 1.000 |
co | 0.365 | 0.852 | 0.073 | 0.857 | 0.367 | 0.000 | 0.638 | 0.573 | 1.000 | 0.996 | 0.956 | 0.938 | 1.000 | 0.852 |
nox | 0.421 | 0.727 | 0.102 | 0.743 | 0.000 | 0.000 | 0.583 | 0.469 | 0.996 | 1.000 | 0.956 | 0.979 | 0.996 | 0.727 |
hc | 0.466 | 0.885 | 0.000 | 0.874 | 0.404 | 0.000 | 0.589 | 0.634 | 0.956 | 0.956 | 1.000 | 0.993 | 0.957 | 0.885 |
pm | 0.420 | 0.749 | 0.000 | 0.747 | 0.000 | 0.000 | 0.542 | 0.453 | 0.938 | 0.979 | 0.993 | 1.000 | 0.940 | 0.749 |
co2 | 0.371 | 0.841 | 0.061 | 0.846 | 0.354 | 0.000 | 0.632 | 0.568 | 1.000 | 0.996 | 0.957 | 0.940 | 1.000 | 0.841 |
주소 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.852 | 0.727 | 0.885 | 0.749 | 0.841 | 1.000 |
주소 | 방향 | 측정구간 | 지점 | 측정시분 | |
---|---|---|---|---|---|
주소 | 1.000 | 0.000 | 0.991 | 1.000 | 0.067 |
방향 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.991 | 0.000 | 1.000 | 0.991 | 0.121 |
지점 | 1.000 | 0.000 | 0.991 | 1.000 | 0.067 |
측정시분 | 0.067 | 0.000 | 0.121 | 0.067 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정시분 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.108 | 0.133 | -0.083 | 0.239 | 0.278 | 0.280 | 0.274 | 0.247 | 0.727 | 0.000 | 0.735 | 0.536 | 0.727 |
연장 | 0.108 | 1.000 | 0.149 | 0.134 | -0.100 | -0.118 | -0.116 | -0.123 | -0.099 | 0.752 | 0.000 | 0.759 | 0.148 | 0.752 |
좌표위치위도 | 0.133 | 0.149 | 1.000 | 0.378 | 0.170 | 0.218 | 0.221 | 0.226 | 0.165 | 0.760 | 0.000 | 0.767 | 0.000 | 0.760 |
좌표위치경도 | -0.083 | 0.134 | 0.378 | 1.000 | -0.392 | -0.365 | -0.373 | -0.376 | -0.393 | 0.756 | 0.000 | 0.763 | 0.100 | 0.756 |
co | 0.239 | -0.100 | 0.170 | -0.392 | 1.000 | 0.983 | 0.989 | 0.975 | 0.998 | 0.405 | 0.072 | 0.418 | 0.000 | 0.405 |
nox | 0.278 | -0.118 | 0.218 | -0.365 | 0.983 | 1.000 | 0.997 | 0.995 | 0.985 | 0.285 | 0.103 | 0.304 | 0.000 | 0.285 |
hc | 0.280 | -0.116 | 0.221 | -0.373 | 0.989 | 0.997 | 1.000 | 0.991 | 0.988 | 0.411 | 0.000 | 0.424 | 0.000 | 0.411 |
pm | 0.274 | -0.123 | 0.226 | -0.376 | 0.975 | 0.995 | 0.991 | 1.000 | 0.977 | 0.273 | 0.000 | 0.292 | 0.000 | 0.273 |
co2 | 0.247 | -0.099 | 0.165 | -0.393 | 0.998 | 0.985 | 0.988 | 0.977 | 1.000 | 0.396 | 0.058 | 0.409 | 0.000 | 0.396 |
지점 | 0.727 | 0.752 | 0.760 | 0.756 | 0.405 | 0.285 | 0.411 | 0.273 | 0.396 | 1.000 | 0.000 | 0.991 | 0.067 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.103 | 0.000 | 0.000 | 0.058 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.735 | 0.759 | 0.767 | 0.763 | 0.418 | 0.304 | 0.424 | 0.292 | 0.409 | 0.991 | 0.000 | 1.000 | 0.121 | 0.991 |
측정시분 | 0.536 | 0.148 | 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 | 0.405 | 0.285 | 0.411 | 0.273 | 0.396 | 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 | 20210201 | 1 | 36.88774 | 127.98484 | 17.63 | 15.48 | 1.82 | 0.85 | 4511.37 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210201 | 1 | 36.88774 | 127.98484 | 15.42 | 13.88 | 1.61 | 0.83 | 3939.29 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210201 | 1 | 36.9979 | 127.72238 | 30.4 | 48.54 | 5.53 | 2.65 | 7974.22 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210201 | 1 | 36.9979 | 127.72238 | 49.15 | 51.87 | 7.7 | 2.93 | 10634.96 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210201 | 1 | 36.96342 | 127.86686 | 112.23 | 108.67 | 13.54 | 7.19 | 27831.15 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210201 | 1 | 36.96342 | 127.86686 | 113.3 | 96.3 | 13.39 | 5.04 | 26056.35 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210201 | 1 | 37.06589 | 127.60416 | 23.6 | 26.6 | 3.53 | 1.76 | 5593.68 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210201 | 1 | 37.06589 | 127.60416 | 31.08 | 29.91 | 4.23 | 1.73 | 7060.47 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210201 | 1 | 37.02646 | 127.60462 | 26.1 | 33.44 | 4.43 | 2.38 | 5895.5 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210201 | 1 | 37.02646 | 127.60462 | 27.67 | 35.08 | 4.7 | 2.47 | 6245.23 | 충북 음성 생극 병암 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04011] | 1 | 서충주IC-충주JCT | 7.7 | 20210201 | 1 | 37.00933 | 127.67902 | 85.45 | 132.45 | 16.12 | 6.86 | 21193.19 | 충북 충주 신니 모남 |
91 | 92 | 건기연 | [04011] | 2 | 서충주IC-충주JCT | 7.7 | 20210201 | 1 | 37.00933 | 127.67902 | 75.44 | 123.6 | 14.33 | 6.57 | 19946.6 | 충북 충주 신니 모남 |
92 | 93 | 건기연 | [04012] | 1 | 충주JCT-노은JCT | 5.4 | 20210201 | 1 | 37.03807 | 127.76549 | 98.65 | 194.9 | 18.99 | 11.74 | 27700.32 | 충북 충주 노은 문성 |
93 | 94 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210201 | 1 | 37.03807 | 127.76549 | 72.49 | 156.21 | 14.56 | 9.28 | 21467.79 | 충북 충주 노은 문성 |
94 | 95 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210201 | 1 | 37.05585 | 127.84924 | 93.32 | 159.62 | 17.1 | 10.71 | 25987.72 | 충북 충주 노은 신효 |
95 | 96 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210201 | 1 | 37.05585 | 127.84924 | 90.04 | 139.25 | 16.13 | 10.56 | 23398.01 | 충북 충주 노은 신효 |
96 | 97 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210201 | 2 | 36.88774 | 127.98484 | 9.76 | 5.79 | 0.88 | 0.27 | 2578.8 | 충북 충주 수안보 중산 |
97 | 98 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210201 | 2 | 36.88774 | 127.98484 | 9.23 | 5.51 | 0.84 | 0.27 | 2440.11 | 충북 충주 수안보 중산 |
98 | 99 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210201 | 2 | 36.9979 | 127.72238 | 20.58 | 23.6 | 3.6 | 1.26 | 4621.23 | 충북 충주 신니 원평 |
99 | 100 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210201 | 2 | 36.9979 | 127.72238 | 35.15 | 35.96 | 5.71 | 2.01 | 7541.9 | 충북 충주 신니 원평 |