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 (67.3%) | Imbalance |
기본키 has unique values | Unique |
pm has 4 (4.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 21:38:21.444931 |
---|---|
Analysis finished | 2024-04-16 21:38:27.950275 |
Duration | 6.51 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 |
1 | |
---|---|
2 | 6 |
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 | 94 | |
2 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 94 | |
2 | 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 | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 54.7085 |
Minimum | 0.65 |
---|---|
Maximum | 578.88 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.65 |
---|---|
5-th percentile | 3.255 |
Q1 | 10.4425 |
median | 33.25 |
Q3 | 75.4025 |
95-th percentile | 126.8435 |
Maximum | 578.88 |
Range | 578.23 |
Interquartile range (IQR) | 64.96 |
Descriptive statistics
Standard deviation | 76.773429 |
---|---|
Coefficient of variation (CV) | 1.4033181 |
Kurtosis | 26.951342 |
Mean | 54.7085 |
Median Absolute Deviation (MAD) | 26.125 |
Skewness | 4.5681177 |
Sum | 5470.85 |
Variance | 5894.1594 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.31 | 2 | 2.0% |
12.48 | 2 | 2.0% |
17.26 | 1 | 1.0% |
36.03 | 1 | 1.0% |
39.65 | 1 | 1.0% |
16.78 | 1 | 1.0% |
24.36 | 1 | 1.0% |
9.28 | 1 | 1.0% |
9.47 | 1 | 1.0% |
7.82 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.65 | 1 | |
1.57 | 1 | |
1.98 | 1 | |
2.6 | 1 | |
2.78 | 1 | |
3.28 | 1 | |
3.31 | 2 | |
3.88 | 1 | |
4.54 | 1 | |
4.88 | 1 |
Value | Count | Frequency (%) |
578.88 | 1 | |
436.22 | 1 | |
167.61 | 1 | |
141.37 | 1 | |
127.48 | 1 | |
126.81 | 1 | |
126.65 | 1 | |
124.75 | 1 | |
120.67 | 1 | |
110.5 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 64.6863 |
Minimum | 0.32 |
---|---|
Maximum | 1204.57 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.32 |
---|---|
5-th percentile | 1.9515 |
Q1 | 7.055 |
median | 29.245 |
Q3 | 57.8 |
95-th percentile | 170.374 |
Maximum | 1204.57 |
Range | 1204.25 |
Interquartile range (IQR) | 50.745 |
Descriptive statistics
Standard deviation | 151.09725 |
---|---|
Coefficient of variation (CV) | 2.3358462 |
Kurtosis | 40.348585 |
Mean | 64.6863 |
Median Absolute Deviation (MAD) | 23.77 |
Skewness | 6.0068986 |
Sum | 6468.63 |
Variance | 22830.379 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.06 | 2 | 2.0% |
7.36 | 2 | 2.0% |
14.59 | 1 | 1.0% |
29.11 | 1 | 1.0% |
31.81 | 1 | 1.0% |
10.78 | 1 | 1.0% |
14.83 | 1 | 1.0% |
9.51 | 1 | 1.0% |
10.09 | 1 | 1.0% |
4.21 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.32 | 1 | |
0.83 | 1 | |
1.28 | 1 | |
1.32 | 1 | |
1.79 | 1 | |
1.96 | 1 | |
2.06 | 2 | |
2.25 | 1 | |
2.43 | 1 | |
2.89 | 1 |
Value | Count | Frequency (%) |
1204.57 | 1 | |
868.9 | 1 | |
259.13 | 1 | |
216.91 | 1 | |
188.31 | 1 | |
169.43 | 1 | |
168.54 | 1 | |
163.36 | 1 | |
162.79 | 1 | |
150.78 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 94 |
---|---|
Distinct (%) | 94.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.6235 |
Minimum | 0.06 |
---|---|
Maximum | 116.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.06 |
---|---|
5-th percentile | 0.3075 |
Q1 | 1.0925 |
median | 3.88 |
Q3 | 8.375 |
95-th percentile | 19.7635 |
Maximum | 116.4 |
Range | 116.34 |
Interquartile range (IQR) | 7.2825 |
Descriptive statistics
Standard deviation | 14.643899 |
---|---|
Coefficient of variation (CV) | 1.9208893 |
Kurtosis | 36.423316 |
Mean | 7.6235 |
Median Absolute Deviation (MAD) | 3.13 |
Skewness | 5.554638 |
Sum | 762.35 |
Variance | 214.44379 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14.7 | 2 | 2.0% |
1.14 | 2 | 2.0% |
2.43 | 2 | 2.0% |
0.31 | 2 | 2.0% |
1.12 | 2 | 2.0% |
3.88 | 2 | 2.0% |
1.72 | 1 | 1.0% |
1.9 | 1 | 1.0% |
1.58 | 1 | 1.0% |
2.4 | 1 | 1.0% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
0.06 | 1 | |
0.13 | 1 | |
0.2 | 1 | |
0.23 | 1 | |
0.26 | 1 | |
0.31 | 2 | |
0.32 | 1 | |
0.36 | 1 | |
0.41 | 1 | |
0.44 | 1 |
Value | Count | Frequency (%) |
116.4 | 1 | |
80.91 | 1 | |
28.59 | 1 | |
23.54 | 1 | |
20.21 | 1 | |
19.74 | 1 | |
19.27 | 1 | |
19.0 | 1 | |
18.03 | 1 | |
17.61 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 68 |
---|---|
Distinct (%) | 68.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.7208 |
Minimum | 0 |
---|---|
Maximum | 71.34 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.2775 |
median | 1.105 |
Q3 | 2.9625 |
95-th percentile | 12.221 |
Maximum | 71.34 |
Range | 71.34 |
Interquartile range (IQR) | 2.685 |
Descriptive statistics
Standard deviation | 9.078719 |
---|---|
Coefficient of variation (CV) | 2.4399911 |
Kurtosis | 37.294508 |
Mean | 3.7208 |
Median Absolute Deviation (MAD) | 0.975 |
Skewness | 5.7036348 |
Sum | 372.08 |
Variance | 82.423139 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 13 | 13.0% |
0.84 | 4 | 4.0% |
0.0 | 4 | 4.0% |
0.14 | 4 | 4.0% |
0.27 | 4 | 4.0% |
0.28 | 3 | 3.0% |
0.4 | 3 | 3.0% |
0.68 | 2 | 2.0% |
0.94 | 2 | 2.0% |
2.01 | 2 | 2.0% |
Other values (58) | 59 |
Value | Count | Frequency (%) |
0.0 | 4 | 4.0% |
0.13 | 13 | |
0.14 | 4 | 4.0% |
0.27 | 4 | 4.0% |
0.28 | 3 | 3.0% |
0.4 | 3 | 3.0% |
0.56 | 1 | 1.0% |
0.57 | 1 | 1.0% |
0.66 | 1 | 1.0% |
0.68 | 2 | 2.0% |
Value | Count | Frequency (%) |
71.34 | 1 | |
49.93 | 1 | |
17.69 | 1 | |
16.8 | 1 | |
13.0 | 1 | |
12.18 | 1 | |
11.75 | 1 | |
11.38 | 1 | |
10.62 | 1 | |
10.48 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14081.223 |
Minimum | 153.68 |
---|---|
Maximum | 163608.72 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 153.68 |
---|---|
5-th percentile | 791.6505 |
Q1 | 2727.5525 |
median | 8195.175 |
Q3 | 18619.385 |
95-th percentile | 33004.76 |
Maximum | 163608.72 |
Range | 163455.04 |
Interquartile range (IQR) | 15891.833 |
Descriptive statistics
Standard deviation | 21337.225 |
---|---|
Coefficient of variation (CV) | 1.5152963 |
Kurtosis | 30.582733 |
Mean | 14081.223 |
Median Absolute Deviation (MAD) | 6335.08 |
Skewness | 4.9775356 |
Sum | 1408122.3 |
Variance | 4.5527718 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
873.34 | 2 | 2.0% |
4423.27 | 1 | 1.0% |
16681.46 | 1 | 1.0% |
10082.71 | 1 | 1.0% |
4394.88 | 1 | 1.0% |
5901.75 | 1 | 1.0% |
2199.72 | 1 | 1.0% |
2218.86 | 1 | 1.0% |
1870.42 | 1 | 1.0% |
614.73 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
153.68 | 1 | |
416.06 | 1 | |
487.28 | 1 | |
614.73 | 1 | |
734.66 | 1 | |
794.65 | 1 | |
873.34 | 2 | |
1017.66 | 1 | |
1075.77 | 1 | |
1289.4 | 1 |
Value | Count | Frequency (%) |
163608.72 | 1 | |
124443.24 | 1 | |
39045.31 | 1 | |
35289.18 | 1 | |
33028.32 | 1 | |
33003.52 | 1 | |
32538.21 | 1 | |
31252.13 | 1 | |
29486.96 | 1 | |
28176.18 | 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 | 0.439 | 0.640 | 0.587 | 0.661 | 0.493 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.809 | 0.717 | 0.721 | 0.720 | 0.845 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.091 | 0.018 | 0.000 | 0.000 |
측정구간 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.821 | 0.736 | 0.739 | 0.738 | 0.854 | 1.000 |
연장 | 0.601 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.612 | 0.601 | 0.417 | 0.097 | 0.138 | 0.000 | 0.510 | 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 | 0.564 | 0.362 | 0.352 | 0.344 | 0.651 | 1.000 |
좌표위치경도 | 0.636 | 1.000 | 0.000 | 1.000 | 0.601 | 0.076 | 0.653 | 1.000 | 0.405 | 0.161 | 0.217 | 0.000 | 0.320 | 1.000 |
co | 0.439 | 0.809 | 0.000 | 0.821 | 0.417 | 0.000 | 0.564 | 0.405 | 1.000 | 0.969 | 0.983 | 0.977 | 0.996 | 0.809 |
nox | 0.640 | 0.717 | 0.000 | 0.736 | 0.097 | 0.000 | 0.362 | 0.161 | 0.969 | 1.000 | 0.990 | 0.993 | 0.967 | 0.717 |
hc | 0.587 | 0.721 | 0.091 | 0.739 | 0.138 | 0.000 | 0.352 | 0.217 | 0.983 | 0.990 | 1.000 | 0.998 | 0.979 | 0.721 |
pm | 0.661 | 0.720 | 0.018 | 0.738 | 0.000 | 0.000 | 0.344 | 0.000 | 0.977 | 0.993 | 0.998 | 1.000 | 0.972 | 0.720 |
co2 | 0.493 | 0.845 | 0.000 | 0.854 | 0.510 | 0.000 | 0.651 | 0.320 | 0.996 | 0.967 | 0.979 | 0.972 | 1.000 | 0.845 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.809 | 0.717 | 0.721 | 0.720 | 0.845 | 1.000 |
주소 | 방향 | 측정구간 | 지점 | 측정시분 | |
---|---|---|---|---|---|
주소 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
방향 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.991 | 0.000 | 1.000 | 0.991 | 0.117 |
지점 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.000 | 0.117 | 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 | 0.177 | 0.226 | 0.222 | 0.243 | 0.184 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.088 | 1.000 | 0.213 | 0.181 | -0.152 | -0.166 | -0.162 | -0.177 | -0.144 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.222 | 0.213 | 1.000 | 0.397 | 0.284 | 0.312 | 0.319 | 0.337 | 0.285 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | 0.011 | 0.181 | 0.397 | 1.000 | -0.390 | -0.384 | -0.396 | -0.395 | -0.391 | 0.763 | 0.000 | 0.770 | 0.068 | 0.763 |
co | 0.177 | -0.152 | 0.284 | -0.390 | 1.000 | 0.983 | 0.987 | 0.953 | 0.999 | 0.393 | 0.000 | 0.407 | 0.000 | 0.393 |
nox | 0.226 | -0.166 | 0.312 | -0.384 | 0.983 | 1.000 | 0.998 | 0.981 | 0.985 | 0.312 | 0.000 | 0.329 | 0.000 | 0.312 |
hc | 0.222 | -0.162 | 0.319 | -0.396 | 0.987 | 0.998 | 1.000 | 0.977 | 0.987 | 0.315 | 0.108 | 0.332 | 0.000 | 0.315 |
pm | 0.243 | -0.177 | 0.337 | -0.395 | 0.953 | 0.981 | 0.977 | 1.000 | 0.957 | 0.315 | 0.007 | 0.331 | 0.000 | 0.315 |
co2 | 0.184 | -0.144 | 0.285 | -0.391 | 0.999 | 0.985 | 0.987 | 0.957 | 1.000 | 0.435 | 0.000 | 0.447 | 0.000 | 0.435 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.393 | 0.312 | 0.315 | 0.315 | 0.435 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.108 | 0.007 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.407 | 0.329 | 0.332 | 0.331 | 0.447 | 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 | 0.393 | 0.312 | 0.315 | 0.315 | 0.435 | 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 | 1 | 36.88774 | 127.98484 | 17.26 | 14.59 | 1.72 | 0.57 | 4423.27 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210101 | 1 | 36.88774 | 127.98484 | 12.9 | 7.45 | 1.14 | 0.27 | 3410.91 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210101 | 1 | 36.9979 | 127.72238 | 28.57 | 20.42 | 3.14 | 0.84 | 7269.8 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210101 | 1 | 36.9979 | 127.72238 | 38.38 | 33.69 | 4.67 | 1.58 | 9538.13 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210101 | 1 | 36.96342 | 127.86686 | 107.72 | 91.8 | 11.4 | 5.36 | 27497.99 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210101 | 1 | 36.96342 | 127.86686 | 141.37 | 109.32 | 15.2 | 4.67 | 33028.32 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210101 | 1 | 37.06589 | 127.60416 | 39.03 | 30.29 | 4.42 | 1.5 | 9074.54 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210101 | 1 | 37.06589 | 127.60416 | 32.4 | 32.98 | 4.4 | 2.11 | 7830.08 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210101 | 1 | 37.02646 | 127.60462 | 32.07 | 29.38 | 3.88 | 2.32 | 8069.92 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210101 | 1 | 37.02646 | 127.60462 | 42.59 | 37.44 | 5.03 | 2.31 | 9927.18 | 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 | 1 | 37.03807 | 127.76549 | 79.86 | 98.26 | 11.92 | 7.9 | 20644.63 | 충북 충주 노은 문성 |
91 | 92 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210101 | 1 | 37.03807 | 127.76549 | 66.0 | 64.03 | 8.45 | 6.77 | 17340.68 | 충북 충주 노은 문성 |
92 | 93 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210101 | 1 | 37.05585 | 127.84924 | 127.48 | 259.13 | 28.59 | 17.69 | 32538.21 | 충북 충주 노은 신효 |
93 | 94 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210101 | 1 | 37.05585 | 127.84924 | 79.92 | 162.79 | 17.61 | 11.75 | 21757.69 | 충북 충주 노은 신효 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210101 | 2 | 36.88774 | 127.98484 | 10.64 | 5.94 | 0.92 | 0.13 | 2814.93 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210101 | 2 | 36.88774 | 127.98484 | 17.42 | 14.99 | 1.77 | 0.71 | 4464.5 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210101 | 2 | 36.9979 | 127.72238 | 29.09 | 20.7 | 3.18 | 0.84 | 7408.48 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210101 | 2 | 36.9979 | 127.72238 | 43.46 | 35.43 | 5.3 | 1.6 | 9918.82 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210101 | 2 | 36.96342 | 127.86686 | 108.67 | 90.77 | 11.36 | 5.23 | 27923.2 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210101 | 2 | 36.96342 | 127.86686 | 110.5 | 85.61 | 11.69 | 3.68 | 25830.44 | 충북 충주 대소원 만정 |