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 8 (8.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 21:37:59.417703 |
---|---|
Analysis finished | 2024-04-16 21:38:05.945093 |
Duration | 6.53 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 |
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 | 36.798737 |
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
 
Distinct | 89 |
---|---|
Distinct (%) | 89.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.5328 |
Minimum | 0.52 |
---|---|
Maximum | 288.58 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.52 |
---|---|
5-th percentile | 1.9495 |
Q1 | 5.7925 |
median | 18.675 |
Q3 | 44.14 |
95-th percentile | 70.4375 |
Maximum | 288.58 |
Range | 288.06 |
Interquartile range (IQR) | 38.3475 |
Descriptive statistics
Standard deviation | 39.697307 |
---|---|
Coefficient of variation (CV) | 1.3441769 |
Kurtosis | 22.590404 |
Mean | 29.5328 |
Median Absolute Deviation (MAD) | 15.365 |
Skewness | 4.0921752 |
Sum | 2953.28 |
Variance | 1575.8762 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.31 | 3 | 3.0% |
3.28 | 2 | 2.0% |
1.95 | 2 | 2.0% |
0.52 | 2 | 2.0% |
2.78 | 2 | 2.0% |
12.4 | 2 | 2.0% |
1.57 | 2 | 2.0% |
3.24 | 2 | 2.0% |
5.23 | 2 | 2.0% |
3.98 | 2 | 2.0% |
Other values (79) | 79 |
Value | Count | Frequency (%) |
0.52 | 2 | |
1.57 | 2 | |
1.94 | 1 | |
1.95 | 2 | |
2.03 | 1 | |
2.26 | 1 | |
2.31 | 1 | |
2.63 | 1 | |
2.78 | 2 | |
3.24 | 2 |
Value | Count | Frequency (%) |
288.58 | 1 | |
222.37 | 1 | |
88.41 | 1 | |
82.24 | 1 | |
81.41 | 1 | |
69.86 | 1 | |
65.15 | 1 | |
63.99 | 1 | |
63.86 | 1 | |
60.02 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.4218 |
Minimum | 0.28 |
---|---|
Maximum | 412.68 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.28 |
---|---|
5-th percentile | 0.96 |
Q1 | 3.385 |
median | 12.83 |
Q3 | 35.44 |
95-th percentile | 95.5845 |
Maximum | 412.68 |
Range | 412.4 |
Interquartile range (IQR) | 32.055 |
Descriptive statistics
Standard deviation | 58.320626 |
---|---|
Coefficient of variation (CV) | 1.8560562 |
Kurtosis | 26.695414 |
Mean | 31.4218 |
Median Absolute Deviation (MAD) | 11.115 |
Skewness | 4.7315604 |
Sum | 3142.18 |
Variance | 3401.2955 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.06 | 4 | 4.0% |
1.6 | 3 | 3.0% |
2.92 | 2 | 2.0% |
1.96 | 2 | 2.0% |
7.85 | 2 | 2.0% |
18.59 | 2 | 2.0% |
6.81 | 2 | 2.0% |
0.28 | 2 | 2.0% |
0.96 | 2 | 2.0% |
1.79 | 2 | 2.0% |
Other values (75) | 77 |
Value | Count | Frequency (%) |
0.28 | 2 | |
0.83 | 2 | |
0.96 | 2 | |
1.27 | 1 | 1.0% |
1.41 | 1 | 1.0% |
1.51 | 1 | 1.0% |
1.6 | 3 | |
1.64 | 1 | 1.0% |
1.79 | 2 | |
1.96 | 2 |
Value | Count | Frequency (%) |
412.68 | 1 | |
352.61 | 1 | |
145.34 | 1 | |
119.07 | 1 | |
106.5 | 1 | |
95.01 | 1 | |
91.05 | 1 | |
82.51 | 1 | |
74.34 | 1 | |
71.67 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.6804 |
Minimum | 0.04 |
---|---|
Maximum | 39.81 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.04 |
---|---|
5-th percentile | 0.17 |
Q1 | 0.5275 |
median | 2.005 |
Q3 | 4.87 |
95-th percentile | 9.809 |
Maximum | 39.81 |
Range | 39.77 |
Interquartile range (IQR) | 4.3425 |
Descriptive statistics
Standard deviation | 5.6587167 |
---|---|
Coefficient of variation (CV) | 1.5375276 |
Kurtosis | 23.021138 |
Mean | 3.6804 |
Median Absolute Deviation (MAD) | 1.705 |
Skewness | 4.2411633 |
Sum | 368.04 |
Variance | 32.021075 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.26 | 3 | 3.0% |
0.31 | 3 | 3.0% |
0.32 | 2 | 2.0% |
0.29 | 2 | 2.0% |
0.66 | 2 | 2.0% |
8.04 | 2 | 2.0% |
0.13 | 2 | 2.0% |
0.49 | 2 | 2.0% |
0.39 | 2 | 2.0% |
0.17 | 2 | 2.0% |
Other values (75) | 78 |
Value | Count | Frequency (%) |
0.04 | 2 | |
0.13 | 2 | |
0.17 | 2 | |
0.2 | 1 | 1.0% |
0.21 | 1 | 1.0% |
0.22 | 1 | 1.0% |
0.23 | 1 | 1.0% |
0.26 | 3 | |
0.29 | 2 | |
0.31 | 3 |
Value | Count | Frequency (%) |
39.81 | 1 | |
33.25 | 1 | |
13.85 | 1 | |
11.4 | 1 | |
9.98 | 1 | |
9.8 | 1 | |
8.66 | 1 | |
8.63 | 1 | |
8.56 | 1 | |
8.33 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.7429 |
Minimum | 0 |
---|---|
Maximum | 22.42 |
Zeros | 8 |
Zeros (%) | 8.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.14 |
median | 0.675 |
Q3 | 1.8325 |
95-th percentile | 5.844 |
Maximum | 22.42 |
Range | 22.42 |
Interquartile range (IQR) | 1.6925 |
Descriptive statistics
Standard deviation | 3.3527707 |
---|---|
Coefficient of variation (CV) | 1.9236736 |
Kurtosis | 24.815419 |
Mean | 1.7429 |
Median Absolute Deviation (MAD) | 0.545 |
Skewness | 4.5922069 |
Sum | 174.29 |
Variance | 11.241071 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 13 | 13.0% |
0.27 | 8 | 8.0% |
0.0 | 8 | 8.0% |
0.14 | 7 | 7.0% |
0.67 | 4 | 4.0% |
0.28 | 3 | 3.0% |
1.21 | 2 | 2.0% |
2.01 | 2 | 2.0% |
3.66 | 2 | 2.0% |
1.24 | 2 | 2.0% |
Other values (46) | 49 |
Value | Count | Frequency (%) |
0.0 | 8 | |
0.13 | 13 | |
0.14 | 7 | |
0.27 | 8 | |
0.28 | 3 | 3.0% |
0.4 | 1 | 1.0% |
0.41 | 1 | 1.0% |
0.42 | 2 | 2.0% |
0.54 | 2 | 2.0% |
0.55 | 1 | 1.0% |
Value | Count | Frequency (%) |
22.42 | 1 | |
21.11 | 1 | |
8.56 | 1 | |
7.9 | 1 | |
6.68 | 1 | |
5.8 | 1 | |
4.95 | 1 | |
4.94 | 1 | |
4.16 | 1 | |
3.93 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 89 |
---|---|
Distinct (%) | 89.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7704.3212 |
Minimum | 138.68 |
---|---|
Maximum | 80539.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 138.68 |
---|---|
5-th percentile | 461.05 |
Q1 | 1490.44 |
median | 4434.195 |
Q3 | 11282.628 |
95-th percentile | 18619.505 |
Maximum | 80539.08 |
Range | 80400.4 |
Interquartile range (IQR) | 9792.1875 |
Descriptive statistics
Standard deviation | 11049.771 |
---|---|
Coefficient of variation (CV) | 1.4342303 |
Kurtosis | 24.316862 |
Mean | 7704.3212 |
Median Absolute Deviation (MAD) | 3597.385 |
Skewness | 4.3286993 |
Sum | 770432.12 |
Variance | 1.2209744 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
873.34 | 3 | 3.0% |
794.65 | 2 | 2.0% |
461.05 | 2 | 2.0% |
138.68 | 2 | 2.0% |
734.66 | 2 | 2.0% |
2972.43 | 2 | 2.0% |
416.06 | 2 | 2.0% |
768.41 | 2 | 2.0% |
1255.69 | 2 | 2.0% |
953.96 | 2 | 2.0% |
Other values (79) | 79 |
Value | Count | Frequency (%) |
138.68 | 2 | |
416.06 | 2 | |
461.05 | 2 | |
490.89 | 1 | |
492.91 | 1 | |
595.97 | 1 | |
601.6 | 1 | |
640.96 | 1 | |
734.66 | 2 | |
768.41 | 2 |
Value | Count | Frequency (%) |
80539.08 | 1 | |
63375.31 | 1 | |
24440.64 | 1 | |
23873.5 | 1 | |
20986.63 | 1 | |
18494.92 | 1 | |
17818.72 | 1 | |
17765.91 | 1 | |
16377.74 | 1 | |
15959.43 | 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 | 0.395 | 0.531 | 0.421 | 0.711 | 0.403 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.812 | 0.826 | 0.825 | 0.880 | 0.848 | 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 | 0.820 | 0.833 | 0.832 | 0.887 | 0.858 | 1.000 |
연장 | 0.595 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.602 | 0.577 | 0.229 | 0.285 | 0.000 | 0.000 | 0.384 | 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 | 0.554 | 0.572 | 0.498 | 0.735 | 0.579 | 1.000 |
좌표위치경도 | 0.670 | 1.000 | 0.000 | 1.000 | 0.577 | 0.106 | 0.648 | 1.000 | 0.608 | 0.397 | 0.376 | 0.408 | 0.615 | 1.000 |
co | 0.395 | 0.812 | 0.000 | 0.820 | 0.229 | 0.000 | 0.554 | 0.608 | 1.000 | 0.975 | 0.979 | 0.780 | 0.998 | 0.812 |
nox | 0.531 | 0.826 | 0.000 | 0.833 | 0.285 | 0.000 | 0.572 | 0.397 | 0.975 | 1.000 | 0.993 | 0.907 | 0.976 | 0.826 |
hc | 0.421 | 0.825 | 0.000 | 0.832 | 0.000 | 0.000 | 0.498 | 0.376 | 0.979 | 0.993 | 1.000 | 0.841 | 0.974 | 0.825 |
pm | 0.711 | 0.880 | 0.000 | 0.887 | 0.000 | 0.000 | 0.735 | 0.408 | 0.780 | 0.907 | 0.841 | 1.000 | 0.800 | 0.880 |
co2 | 0.403 | 0.848 | 0.000 | 0.858 | 0.384 | 0.000 | 0.579 | 0.615 | 0.998 | 0.976 | 0.974 | 0.800 | 1.000 | 0.848 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.812 | 0.826 | 0.825 | 0.880 | 0.848 | 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 | 0.076 | 0.143 | -0.061 | 0.248 | 0.289 | 0.288 | 0.317 | 0.257 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.076 | 1.000 | 0.147 | 0.119 | -0.100 | -0.101 | -0.105 | -0.116 | -0.095 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.143 | 0.147 | 1.000 | 0.395 | 0.143 | 0.153 | 0.151 | 0.169 | 0.138 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.061 | 0.119 | 0.395 | 1.000 | -0.413 | -0.411 | -0.411 | -0.381 | -0.424 | 0.763 | 0.000 | 0.770 | 0.098 | 0.763 |
co | 0.248 | -0.100 | 0.143 | -0.413 | 1.000 | 0.993 | 0.994 | 0.968 | 0.998 | 0.378 | 0.000 | 0.392 | 0.000 | 0.378 |
nox | 0.289 | -0.101 | 0.153 | -0.411 | 0.993 | 1.000 | 0.998 | 0.983 | 0.994 | 0.393 | 0.000 | 0.407 | 0.000 | 0.393 |
hc | 0.288 | -0.105 | 0.151 | -0.411 | 0.994 | 0.998 | 1.000 | 0.977 | 0.994 | 0.392 | 0.000 | 0.405 | 0.000 | 0.392 |
pm | 0.317 | -0.116 | 0.169 | -0.381 | 0.968 | 0.983 | 0.977 | 1.000 | 0.972 | 0.475 | 0.000 | 0.486 | 0.000 | 0.475 |
co2 | 0.257 | -0.095 | 0.138 | -0.424 | 0.998 | 0.994 | 0.994 | 0.972 | 1.000 | 0.419 | 0.000 | 0.432 | 0.000 | 0.419 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.378 | 0.393 | 0.392 | 0.475 | 0.419 | 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 | 0.392 | 0.407 | 0.405 | 0.486 | 0.432 | 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 | 0.378 | 0.393 | 0.392 | 0.475 | 0.419 | 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 | 1 | 36.88774 | 127.98484 | 9.76 | 5.79 | 0.88 | 0.27 | 2578.8 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210301 | 1 | 36.88774 | 127.98484 | 8.61 | 5.07 | 0.83 | 0.28 | 2061.6 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210301 | 1 | 36.9979 | 127.72238 | 21.0 | 12.15 | 2.02 | 0.68 | 5054.64 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210301 | 1 | 36.9979 | 127.72238 | 31.77 | 31.5 | 4.25 | 1.69 | 7689.48 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210301 | 1 | 36.96342 | 127.86686 | 57.88 | 55.96 | 7.02 | 3.51 | 14439.23 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210301 | 1 | 36.96342 | 127.86686 | 69.86 | 58.65 | 7.43 | 2.56 | 17765.91 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210301 | 1 | 37.06589 | 127.60416 | 12.4 | 6.81 | 1.16 | 0.27 | 2972.43 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210301 | 1 | 37.06589 | 127.60416 | 11.8 | 7.7 | 1.13 | 0.55 | 3094.21 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210301 | 1 | 37.02646 | 127.60462 | 12.52 | 7.88 | 1.25 | 0.67 | 3051.14 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210301 | 1 | 37.02646 | 127.60462 | 16.58 | 14.15 | 1.78 | 0.94 | 3950.57 | 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 | 1 | 37.03807 | 127.76549 | 59.74 | 74.34 | 8.33 | 3.91 | 15851.65 | 충북 충주 노은 문성 |
91 | 92 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210301 | 1 | 37.03807 | 127.76549 | 56.17 | 82.51 | 8.66 | 4.95 | 15959.43 | 충북 충주 노은 문성 |
92 | 93 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210301 | 1 | 37.05585 | 127.84924 | 48.8 | 53.5 | 7.06 | 3.66 | 11747.43 | 충북 충주 노은 신효 |
93 | 94 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210301 | 1 | 37.05585 | 127.84924 | 45.91 | 46.85 | 6.1 | 4.16 | 11998.03 | 충북 충주 노은 신효 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210301 | 2 | 36.88774 | 127.98484 | 1.57 | 0.83 | 0.13 | 0.0 | 416.06 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210301 | 2 | 36.88774 | 127.98484 | 3.33 | 2.06 | 0.33 | 0.14 | 800.28 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210301 | 2 | 36.9979 | 127.72238 | 12.69 | 7.85 | 1.17 | 0.42 | 3330.35 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210301 | 2 | 36.9979 | 127.72238 | 22.59 | 25.12 | 3.35 | 1.36 | 5331.29 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210301 | 2 | 36.96342 | 127.86686 | 34.41 | 31.68 | 3.67 | 2.01 | 8734.21 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210301 | 2 | 36.96342 | 127.86686 | 44.9 | 39.33 | 4.96 | 1.81 | 11329.27 | 충북 충주 대소원 만정 |