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 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 |
측정시분 is highly overall correlated with 기본키 | High correlation |
측정시분 is highly imbalanced (67.3%) | Imbalance |
기본키 has unique values | Unique |
pm has 17 (17.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:39:19.796424 |
---|---|
Analysis finished | 2023-12-10 10:39:35.567313 |
Duration | 15.77 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 |
[2111-1] | 2 |
[1721-0] | 2 |
Other values (42) |
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% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[2111-1] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
[2516-3] | 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% |
3613-0 | 2 | 2.0% |
04009 | 2 | 2.0% |
04012 | 2 | 2.0% |
3711-1 | 2 | 2.0% |
3409-0 | 2 | 2.0% |
3409-1 | 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 |
황산-묵정 | 2 |
Other values (41) |
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% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
황산-묵정 | 2 | 2.0% |
영동-영동IC | 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% |
군서-안내 | 2 | 2.0% |
보은-장갑 | 2 | 2.0% |
괴산-음성 | 2 | 2.0% |
증평-원남 | 2 | 2.0% |
증평-대사 | 2 | 2.0% |
초정-증평 | 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 | 7.774 |
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 | 4.3 |
median | 7.3 |
Q3 | 11 |
95-th percentile | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.7 |
Descriptive statistics
Standard deviation | 4.3231493 |
---|---|
Coefficient of variation (CV) | 0.55610359 |
Kurtosis | 1.0051838 |
Mean | 7.774 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 0.90822801 |
Sum | 777.4 |
Variance | 18.68962 |
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% |
3.4 | 4 | 4.0% |
11.1 | 4 | 4.0% |
13.9 | 2 | 2.0% |
2.7 | 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 | |
3.3 | 2 | |
3.4 | 4 | |
3.6 | 4 | |
3.7 | 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 | |
11.2 | 2 | |
11.1 | 4 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210101 |
---|
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210101 | 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 | 36.814463 |
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 | 36.64694 |
median | 36.89448 |
Q3 | 37.01554 |
95-th percentile | 37.11937 |
Maximum | 37.18469 |
Range | 1.07942 |
Interquartile range (IQR) | 0.3686 |
Descriptive statistics
Standard deviation | 0.26616602 |
---|---|
Coefficient of variation (CV) | 0.0072299307 |
Kurtosis | 0.084717016 |
Mean | 36.814463 |
Median Absolute Deviation (MAD) | 0.13938 |
Skewness | -0.97665141 |
Sum | 3681.4463 |
Variance | 0.070844349 |
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% |
36.78721 | 2 | 2.0% |
36.7919 | 2 | 2.0% |
36.80475 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
Other values (37) | 74 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.3326 | 2 | |
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 | 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 | 127.74132 |
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 | 127.57716 |
median | 127.7073 |
Q3 | 127.86686 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.2897 |
Descriptive statistics
Standard deviation | 0.23345238 |
---|---|
Coefficient of variation (CV) | 0.0018275401 |
Kurtosis | 0.59092181 |
Mean | 127.74132 |
Median Absolute Deviation (MAD) | 0.14776 |
Skewness | 0.86888311 |
Sum | 12774.132 |
Variance | 0.054500015 |
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% |
127.56961 | 2 | 2.0% |
127.6034 | 2 | 2.0% |
127.64739 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
Other values (37) | 74 |
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 | 2 | |
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
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.5765 |
Minimum | 0 |
---|---|
Maximum | 906.98 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.57 |
Q1 | 9.235 |
median | 32.355 |
Q3 | 83.615 |
95-th percentile | 160.5875 |
Maximum | 906.98 |
Range | 906.98 |
Interquartile range (IQR) | 74.38 |
Descriptive statistics
Standard deviation | 121.89082 |
---|---|
Coefficient of variation (CV) | 1.8587576 |
Kurtosis | 33.151637 |
Mean | 65.5765 |
Median Absolute Deviation (MAD) | 26.795 |
Skewness | 5.3668341 |
Sum | 6557.65 |
Variance | 14857.372 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
93.57 | 2 | 2.0% |
1.57 | 2 | 2.0% |
4.19 | 2 | 2.0% |
0.52 | 2 | 2.0% |
21.47 | 1 | 1.0% |
38.91 | 1 | 1.0% |
26.27 | 1 | 1.0% |
9.92 | 1 | 1.0% |
31.32 | 1 | 1.0% |
13.1 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.52 | 2 | |
1.05 | 1 | |
1.57 | 2 | |
2.05 | 1 | |
2.6 | 1 | |
2.62 | 1 | |
3.57 | 1 | |
4.19 | 2 | |
4.23 | 1 |
Value | Count | Frequency (%) |
906.98 | 1 | |
767.55 | 1 | |
194.07 | 1 | |
182.45 | 1 | |
167.19 | 1 | |
160.24 | 1 | |
157.58 | 1 | |
151.89 | 1 | |
146.14 | 1 | |
141.64 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 81.9737 |
Minimum | 0 |
---|---|
Maximum | 1790.07 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.83 |
Q1 | 5.2 |
median | 22.795 |
Q3 | 60.54 |
95-th percentile | 262.2035 |
Maximum | 1790.07 |
Range | 1790.07 |
Interquartile range (IQR) | 55.34 |
Descriptive statistics
Standard deviation | 231.91195 |
---|---|
Coefficient of variation (CV) | 2.8291019 |
Kurtosis | 40.465013 |
Mean | 81.9737 |
Median Absolute Deviation (MAD) | 19.83 |
Skewness | 6.1243642 |
Sum | 8197.37 |
Variance | 53783.154 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.83 | 2 | 2.0% |
2.22 | 2 | 2.0% |
0.28 | 2 | 2.0% |
14.75 | 1 | 1.0% |
28.69 | 1 | 1.0% |
20.03 | 1 | 1.0% |
16.88 | 1 | 1.0% |
6.44 | 1 | 1.0% |
45.14 | 1 | 1.0% |
12.72 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.28 | 2 | |
0.55 | 1 | |
0.83 | 2 | |
1.28 | 1 | |
1.39 | 1 | |
1.51 | 1 | |
2.22 | 2 | |
2.25 | 1 | |
2.49 | 1 |
Value | Count | Frequency (%) |
1790.07 | 1 | |
1421.28 | 1 | |
289.77 | 1 | |
277.62 | 1 | |
270.63 | 1 | |
261.76 | 1 | |
243.1 | 1 | |
239.58 | 1 | |
237.58 | 1 | |
230.85 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 93 |
---|---|
Distinct (%) | 93.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.5718 |
Minimum | 0 |
---|---|
Maximum | 179.5 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.8625 |
median | 3.31 |
Q3 | 8.3825 |
95-th percentile | 30.5145 |
Maximum | 179.5 |
Range | 179.5 |
Interquartile range (IQR) | 7.52 |
Descriptive statistics
Standard deviation | 23.200927 |
---|---|
Coefficient of variation (CV) | 2.4238834 |
Kurtosis | 37.707556 |
Mean | 9.5718 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | 5.8064404 |
Sum | 957.18 |
Variance | 538.28303 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.53 | 2 | 2.0% |
0.13 | 2 | 2.0% |
0.37 | 2 | 2.0% |
2.42 | 2 | 2.0% |
0.04 | 2 | 2.0% |
0.48 | 2 | 2.0% |
0.35 | 2 | 2.0% |
5.27 | 1 | 1.0% |
3.0 | 1 | 1.0% |
2.48 | 1 | 1.0% |
Other values (83) | 83 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.04 | 2 | |
0.09 | 1 | |
0.13 | 2 | |
0.2 | 1 | |
0.22 | 1 | |
0.23 | 1 | |
0.35 | 2 | |
0.37 | 2 | |
0.39 | 1 |
Value | Count | Frequency (%) |
179.5 | 1 | |
137.26 | 1 | |
32.89 | 1 | |
30.79 | 1 | |
30.6 | 1 | |
30.51 | 1 | |
30.42 | 1 | |
29.59 | 1 | |
29.18 | 1 | |
28.24 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 67 |
---|---|
Distinct (%) | 67.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.7662 |
Minimum | 0 |
---|---|
Maximum | 104.97 |
Zeros | 17 |
Zeros (%) | 17.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.2675 |
median | 1.055 |
Q3 | 2.8475 |
95-th percentile | 18.863 |
Maximum | 104.97 |
Range | 104.97 |
Interquartile range (IQR) | 2.58 |
Descriptive statistics
Standard deviation | 13.785737 |
---|---|
Coefficient of variation (CV) | 2.8923959 |
Kurtosis | 36.751999 |
Mean | 4.7662 |
Median Absolute Deviation (MAD) | 0.925 |
Skewness | 5.7469869 |
Sum | 476.62 |
Variance | 190.04656 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 17 | 17.0% |
0.28 | 7 | 7.0% |
0.13 | 4 | 4.0% |
0.4 | 3 | 3.0% |
0.27 | 3 | 3.0% |
0.14 | 3 | 3.0% |
0.38 | 2 | 2.0% |
1.16 | 2 | 2.0% |
2.81 | 1 | 1.0% |
1.11 | 1 | 1.0% |
Other values (57) | 57 |
Value | Count | Frequency (%) |
0.0 | 17 | |
0.13 | 4 | 4.0% |
0.14 | 3 | 3.0% |
0.26 | 1 | 1.0% |
0.27 | 3 | 3.0% |
0.28 | 7 | |
0.38 | 2 | 2.0% |
0.4 | 3 | 3.0% |
0.42 | 1 | 1.0% |
0.44 | 1 | 1.0% |
Value | Count | Frequency (%) |
104.97 | 1 | |
80.47 | 1 | |
24.45 | 1 | |
21.02 | 1 | |
19.11 | 1 | |
18.85 | 1 | |
18.82 | 1 | |
17.67 | 1 | |
16.8 | 1 | |
15.41 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16904.192 |
Minimum | 0 |
---|---|
Maximum | 247123.41 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 416.06 |
Q1 | 2212.465 |
median | 8067.525 |
Q3 | 21749.103 |
95-th percentile | 42473.121 |
Maximum | 247123.41 |
Range | 247123.41 |
Interquartile range (IQR) | 19536.638 |
Descriptive statistics
Standard deviation | 32730.594 |
---|---|
Coefficient of variation (CV) | 1.9362413 |
Kurtosis | 34.79393 |
Mean | 16904.192 |
Median Absolute Deviation (MAD) | 6382.665 |
Skewness | 5.5314696 |
Sum | 1690419.2 |
Variance | 1.0712918 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
416.06 | 2 | 2.0% |
1109.48 | 2 | 2.0% |
138.68 | 2 | 2.0% |
5061.67 | 1 | 1.0% |
10963.4 | 1 | 1.0% |
6548.31 | 1 | 1.0% |
6887.48 | 1 | 1.0% |
2828.49 | 1 | 1.0% |
8216.17 | 1 | 1.0% |
3362.45 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
138.68 | 2 | |
277.37 | 1 | |
416.06 | 2 | |
567.01 | 1 | |
614.73 | 1 | |
693.42 | 1 | |
925.84 | 1 | |
1075.77 | 1 | |
1109.48 | 2 |
Value | Count | Frequency (%) |
247123.41 | 1 | |
204399.06 | 1 | |
50781.64 | 1 | |
47394.18 | 1 | |
42697.34 | 1 | |
42461.32 | 1 | |
41026.28 | 1 | |
40621.2 | 1 | |
35608.79 | 1 | |
35562.01 | 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 진천 덕산 옥동 | 2 |
충북 청주 오창 가곡 | 2 |
Other values (42) |
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 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 진천 덕산 옥동 | 2 | 2.0% |
충북 청주 오창 가곡 | 2 | 2.0% |
충북 보은 탄부 상장 | 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% |
청주 | 12 | 3.0% |
증평 | 10 | 2.5% |
보은 | 10 | 2.5% |
진천 | 8 | 2.0% |
중산 | 6 | 1.5% |
신니 | 6 | 1.5% |
괴산 | 6 | 1.5% |
Other values (82) | 200 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.993 | 0.000 | 0.994 | 0.601 | 0.893 | 0.817 | 0.636 | 0.606 | 0.665 | 0.665 | 0.680 | 0.577 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.901 | 0.855 | 0.855 | 0.741 | 0.767 | 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 | 0.095 | 0.000 | 0.000 |
측정구간 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.907 | 0.861 | 0.861 | 0.758 | 0.781 | 1.000 |
연장 | 0.601 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.612 | 0.601 | 0.000 | 0.114 | 0.114 | 0.000 | 0.000 | 1.000 |
측정시분 | 0.893 | 0.147 | 0.000 | 0.228 | 0.096 | 1.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 |
좌표위치위도 | 0.817 | 1.000 | 0.000 | 1.000 | 0.612 | 0.000 | 1.000 | 0.653 | 0.470 | 0.400 | 0.400 | 0.346 | 0.427 | 1.000 |
좌표위치경도 | 0.636 | 1.000 | 0.000 | 1.000 | 0.601 | 0.076 | 0.653 | 1.000 | 0.427 | 0.150 | 0.150 | 0.000 | 0.357 | 1.000 |
co | 0.606 | 0.901 | 0.000 | 0.907 | 0.000 | 0.000 | 0.470 | 0.427 | 1.000 | 0.903 | 0.903 | 0.979 | 0.995 | 0.901 |
nox | 0.665 | 0.855 | 0.000 | 0.861 | 0.114 | 0.000 | 0.400 | 0.150 | 0.903 | 1.000 | 1.000 | 0.956 | 0.912 | 0.855 |
hc | 0.665 | 0.855 | 0.000 | 0.861 | 0.114 | 0.000 | 0.400 | 0.150 | 0.903 | 1.000 | 1.000 | 0.956 | 0.912 | 0.855 |
pm | 0.680 | 0.741 | 0.095 | 0.758 | 0.000 | 0.000 | 0.346 | 0.000 | 0.979 | 0.956 | 0.956 | 1.000 | 0.989 | 0.741 |
co2 | 0.577 | 0.767 | 0.000 | 0.781 | 0.000 | 0.000 | 0.427 | 0.357 | 0.995 | 0.912 | 0.912 | 0.989 | 1.000 | 0.767 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.901 | 0.855 | 0.855 | 0.741 | 0.767 | 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 | 0.088 | 0.222 | 0.011 | 0.262 | 0.285 | 0.268 | 0.321 | 0.270 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.088 | 1.000 | 0.213 | 0.181 | -0.148 | -0.167 | -0.165 | -0.173 | -0.145 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.222 | 0.213 | 1.000 | 0.397 | 0.296 | 0.317 | 0.315 | 0.340 | 0.304 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | 0.011 | 0.181 | 0.397 | 1.000 | -0.380 | -0.365 | -0.367 | -0.376 | -0.376 | 0.763 | 0.000 | 0.770 | 0.068 | 0.763 |
co | 0.262 | -0.148 | 0.296 | -0.380 | 1.000 | 0.990 | 0.995 | 0.945 | 0.998 | 0.505 | 0.000 | 0.515 | 0.000 | 0.505 |
nox | 0.285 | -0.167 | 0.317 | -0.365 | 0.990 | 1.000 | 0.996 | 0.970 | 0.991 | 0.456 | 0.000 | 0.468 | 0.000 | 0.456 |
hc | 0.268 | -0.165 | 0.315 | -0.367 | 0.995 | 0.996 | 1.000 | 0.958 | 0.993 | 0.456 | 0.000 | 0.468 | 0.000 | 0.456 |
pm | 0.321 | -0.173 | 0.340 | -0.376 | 0.945 | 0.970 | 0.958 | 1.000 | 0.947 | 0.331 | 0.113 | 0.347 | 0.000 | 0.331 |
co2 | 0.270 | -0.145 | 0.304 | -0.376 | 0.998 | 0.991 | 0.993 | 0.947 | 1.000 | 0.353 | 0.000 | 0.368 | 0.000 | 0.353 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.505 | 0.456 | 0.456 | 0.331 | 0.353 | 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 | 0.113 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.515 | 0.468 | 0.468 | 0.347 | 0.368 | 0.991 | 0.000 | 1.000 | 0.117 | 0.991 |
측정시분 | 0.699 | 0.064 | 0.000 | 0.068 | 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 | 0.505 | 0.456 | 0.456 | 0.331 | 0.353 | 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 | 20210101 | 0 | 36.88774 | 127.98484 | 21.47 | 14.75 | 2.08 | 0.38 | 5061.67 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210101 | 0 | 36.88774 | 127.98484 | 17.72 | 10.13 | 1.56 | 0.28 | 4670.34 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210101 | 0 | 36.9979 | 127.72238 | 48.44 | 40.22 | 5.61 | 1.78 | 12132.46 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210101 | 0 | 36.9979 | 127.72238 | 53.84 | 38.16 | 5.85 | 1.56 | 13788.24 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210101 | 0 | 36.96342 | 127.86686 | 101.08 | 85.41 | 10.57 | 4.79 | 25969.73 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210101 | 0 | 36.96342 | 127.86686 | 128.52 | 108.6 | 13.3 | 4.69 | 32788.54 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210101 | 0 | 37.06589 | 127.60416 | 24.9 | 16.02 | 2.18 | 0.94 | 7108.42 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210101 | 0 | 37.06589 | 127.60416 | 32.78 | 32.08 | 4.34 | 1.8 | 7985.56 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210101 | 0 | 37.02646 | 127.60462 | 19.96 | 17.42 | 2.42 | 1.46 | 5325.49 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210101 | 0 | 37.02646 | 127.60462 | 34.28 | 28.08 | 4.01 | 1.6 | 8046.65 | 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 | 20210101 | 0 | 37.03807 | 127.76549 | 93.3 | 84.35 | 12.44 | 7.2 | 22306.7 | 충북 충주 노은 문성 |
91 | 92 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210101 | 0 | 37.03807 | 127.76549 | 76.23 | 63.75 | 9.24 | 6.55 | 20018.54 | 충북 충주 노은 문성 |
92 | 93 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210101 | 0 | 37.05585 | 127.84924 | 138.99 | 270.63 | 30.42 | 18.85 | 35562.01 | 충북 충주 노은 신효 |
93 | 94 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210101 | 0 | 37.05585 | 127.84924 | 160.24 | 289.77 | 32.89 | 21.02 | 40621.2 | 충북 충주 노은 신효 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210101 | 15 | 36.88774 | 127.98484 | 18.76 | 13.99 | 1.75 | 0.38 | 4889.13 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210101 | 15 | 36.88774 | 127.98484 | 18.24 | 10.41 | 1.6 | 0.28 | 4809.02 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210101 | 15 | 36.9979 | 127.72238 | 45.31 | 38.65 | 5.35 | 1.67 | 11289.64 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210101 | 15 | 36.9979 | 127.72238 | 52.09 | 32.99 | 5.1 | 1.04 | 13567.73 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210101 | 15 | 36.96342 | 127.86686 | 93.57 | 78.07 | 9.82 | 4.38 | 23923.55 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210101 | 15 | 36.96342 | 127.86686 | 107.43 | 100.69 | 11.09 | 4.47 | 29255.84 | 충북 충주 대소원 만정 |