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 5 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 5 other fields | High correlation |
주소 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 7 (7.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:38:53.189077 |
---|---|
Analysis finished | 2023-12-10 10:39:09.124844 |
Duration | 15.94 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 |
0 | |
---|---|
15 | 4 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.04 |
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 | 96 | |
15 | 4 | 4.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 96 | |
15 | 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 | 61.2501 |
Minimum | 0.52 |
---|---|
Maximum | 617.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.52 |
---|---|
5-th percentile | 1.544 |
Q1 | 11.7925 |
median | 31.03 |
Q3 | 76.745 |
95-th percentile | 190.789 |
Maximum | 617.08 |
Range | 616.56 |
Interquartile range (IQR) | 64.9525 |
Descriptive statistics
Standard deviation | 88.620182 |
---|---|
Coefficient of variation (CV) | 1.4468577 |
Kurtosis | 20.172579 |
Mean | 61.2501 |
Median Absolute Deviation (MAD) | 23.415 |
Skewness | 3.9251856 |
Sum | 6125.01 |
Variance | 7853.5366 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.05 | 3 | 3.0% |
19.08 | 1 | 1.0% |
178.63 | 1 | 1.0% |
192.5 | 1 | 1.0% |
42.45 | 1 | 1.0% |
29.07 | 1 | 1.0% |
21.63 | 1 | 1.0% |
17.09 | 1 | 1.0% |
10.9 | 1 | 1.0% |
9.4 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.52 | 1 | 1.0% |
0.65 | 1 | 1.0% |
1.05 | 3 | |
1.57 | 1 | 1.0% |
2.68 | 1 | 1.0% |
3.5 | 1 | 1.0% |
3.83 | 1 | 1.0% |
3.93 | 1 | 1.0% |
4.18 | 1 | 1.0% |
4.58 | 1 | 1.0% |
Value | Count | Frequency (%) |
617.08 | 1 | |
496.68 | 1 | |
199.84 | 1 | |
192.5 | 1 | |
192.48 | 1 | |
190.7 | 1 | |
178.63 | 1 | |
173.33 | 1 | |
169.76 | 1 | |
160.5 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78.1312 |
Minimum | 0.28 |
---|---|
Maximum | 960.41 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.28 |
---|---|
5-th percentile | 0.816 |
Q1 | 7.9725 |
median | 27.295 |
Q3 | 78.29 |
95-th percentile | 297.994 |
Maximum | 960.41 |
Range | 960.13 |
Interquartile range (IQR) | 70.3175 |
Descriptive statistics
Standard deviation | 143.75706 |
---|---|
Coefficient of variation (CV) | 1.8399444 |
Kurtosis | 20.543164 |
Mean | 78.1312 |
Median Absolute Deviation (MAD) | 22.37 |
Skewness | 4.115563 |
Sum | 7813.12 |
Variance | 20666.093 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.55 | 3 | 3.0% |
11.81 | 1 | 1.0% |
247.54 | 1 | 1.0% |
221.42 | 1 | 1.0% |
60.59 | 1 | 1.0% |
24.16 | 1 | 1.0% |
22.13 | 1 | 1.0% |
10.79 | 1 | 1.0% |
6.53 | 1 | 1.0% |
10.25 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.28 | 1 | 1.0% |
0.32 | 1 | 1.0% |
0.55 | 3 | |
0.83 | 1 | 1.0% |
1.73 | 1 | 1.0% |
1.96 | 1 | 1.0% |
2.28 | 1 | 1.0% |
2.34 | 1 | 1.0% |
2.6 | 1 | 1.0% |
2.64 | 1 | 1.0% |
Value | Count | Frequency (%) |
960.41 | 1 | |
821.75 | 1 | |
388.47 | 1 | |
386.73 | 1 | |
338.35 | 1 | |
295.87 | 1 | |
247.54 | 1 | |
243.54 | 1 | |
221.42 | 1 | |
190.18 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.9202 |
Minimum | 0.04 |
---|---|
Maximum | 99.43 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.04 |
---|---|
5-th percentile | 0.128 |
Q1 | 1.22 |
median | 4.075 |
Q3 | 10.3625 |
95-th percentile | 28.9275 |
Maximum | 99.43 |
Range | 99.39 |
Interquartile range (IQR) | 9.1425 |
Descriptive statistics
Standard deviation | 14.623566 |
---|---|
Coefficient of variation (CV) | 1.6393765 |
Kurtosis | 20.923676 |
Mean | 8.9202 |
Median Absolute Deviation (MAD) | 3.355 |
Skewness | 4.0761008 |
Sum | 892.02 |
Variance | 213.8487 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.09 | 3 | 3.0% |
0.27 | 2 | 2.0% |
1.27 | 2 | 2.0% |
1.89 | 1 | 1.0% |
28.49 | 1 | 1.0% |
5.84 | 1 | 1.0% |
3.85 | 1 | 1.0% |
2.79 | 1 | 1.0% |
1.71 | 1 | 1.0% |
0.99 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.04 | 1 | 1.0% |
0.06 | 1 | 1.0% |
0.09 | 3 | |
0.13 | 1 | 1.0% |
0.27 | 2 | |
0.35 | 1 | 1.0% |
0.36 | 1 | 1.0% |
0.38 | 1 | 1.0% |
0.44 | 1 | 1.0% |
0.49 | 1 | 1.0% |
Value | Count | Frequency (%) |
99.43 | 1 | |
84.96 | 1 | |
35.38 | 1 | |
32.93 | 1 | |
29.64 | 1 | |
28.89 | 1 | |
28.49 | 1 | |
27.68 | 1 | |
25.91 | 1 | |
21.92 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 79 |
---|---|
Distinct (%) | 79.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.6041 |
Minimum | 0 |
---|---|
Maximum | 56.2 |
Zeros | 7 |
Zeros (%) | 7.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.54 |
median | 1.545 |
Q3 | 4.8225 |
95-th percentile | 16.7155 |
Maximum | 56.2 |
Range | 56.2 |
Interquartile range (IQR) | 4.2825 |
Descriptive statistics
Standard deviation | 8.6374185 |
---|---|
Coefficient of variation (CV) | 1.8760276 |
Kurtosis | 19.188747 |
Mean | 4.6041 |
Median Absolute Deviation (MAD) | 1.305 |
Skewness | 4.000214 |
Sum | 460.41 |
Variance | 74.604998 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 7 | 7.0% |
0.13 | 7 | 7.0% |
0.56 | 3 | 3.0% |
0.27 | 3 | 3.0% |
0.54 | 2 | 2.0% |
0.68 | 2 | 2.0% |
0.39 | 2 | 2.0% |
1.0 | 2 | 2.0% |
0.94 | 2 | 2.0% |
0.93 | 1 | 1.0% |
Other values (69) | 69 |
Value | Count | Frequency (%) |
0.0 | 7 | |
0.13 | 7 | |
0.14 | 1 | 1.0% |
0.27 | 3 | |
0.28 | 1 | 1.0% |
0.39 | 2 | 2.0% |
0.4 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.52 | 1 | 1.0% |
0.54 | 2 | 2.0% |
Value | Count | Frequency (%) |
56.2 | 1 | |
49.22 | 1 | |
26.7 | 1 | |
22.71 | 1 | |
22.33 | 1 | |
16.42 | 1 | |
14.0 | 1 | |
13.51 | 1 | |
11.58 | 1 | |
11.49 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15989.586 |
Minimum | 138.68 |
---|---|
Maximum | 164125.55 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 138.68 |
---|---|
5-th percentile | 409.1255 |
Q1 | 3042.685 |
median | 8249.96 |
Q3 | 19878.5 |
95-th percentile | 48838.761 |
Maximum | 164125.55 |
Range | 163986.87 |
Interquartile range (IQR) | 16835.815 |
Descriptive statistics
Standard deviation | 23513.183 |
---|---|
Coefficient of variation (CV) | 1.4705311 |
Kurtosis | 19.369433 |
Mean | 15989.586 |
Median Absolute Deviation (MAD) | 6278.755 |
Skewness | 3.8292749 |
Sum | 1598958.6 |
Variance | 5.528698 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
277.37 | 3 | 3.0% |
4640.43 | 1 | 1.0% |
47487.24 | 1 | 1.0% |
46808.71 | 1 | 1.0% |
12087.63 | 1 | 1.0% |
6575.34 | 1 | 1.0% |
5318.61 | 1 | 1.0% |
4182.99 | 1 | 1.0% |
2867.43 | 1 | 1.0% |
2361.26 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
138.68 | 1 | 1.0% |
153.68 | 1 | 1.0% |
277.37 | 3 | |
416.06 | 1 | 1.0% |
646.6 | 1 | 1.0% |
948.33 | 1 | 1.0% |
1012.03 | 1 | 1.0% |
1017.22 | 1 | 1.0% |
1102.01 | 1 | 1.0% |
1197.13 | 1 | 1.0% |
Value | Count | Frequency (%) |
164125.55 | 1 | |
125400.5 | 1 | |
60030.15 | 1 | |
57830.98 | 1 | |
51510.19 | 1 | |
48698.16 | 1 | |
47487.24 | 1 | |
46808.71 | 1 | |
44473.75 | 1 | |
42778.64 | 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 | 0.406 | 0.453 | 0.498 | 0.463 | 0.434 | 0.996 |
지점 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.772 | 0.849 | 0.811 | 0.890 | 0.907 | 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 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.226 | 1.000 | 1.000 | 0.765 | 0.854 | 0.801 | 0.892 | 0.894 | 1.000 |
연장 | 0.595 | 1.000 | 0.000 | 1.000 | 1.000 | 0.207 | 0.596 | 0.574 | 0.333 | 0.216 | 0.162 | 0.292 | 0.382 | 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 | 0.516 | 0.601 | 0.562 | 0.529 | 0.629 | 1.000 |
좌표위치경도 | 0.668 | 1.000 | 0.000 | 1.000 | 0.574 | 0.108 | 0.650 | 1.000 | 0.392 | 0.544 | 0.493 | 0.466 | 0.484 | 1.000 |
co | 0.406 | 0.772 | 0.000 | 0.765 | 0.333 | 0.000 | 0.516 | 0.392 | 1.000 | 0.914 | 0.989 | 0.888 | 0.995 | 0.772 |
nox | 0.453 | 0.849 | 0.000 | 0.854 | 0.216 | 0.000 | 0.601 | 0.544 | 0.914 | 1.000 | 0.964 | 0.993 | 0.932 | 0.849 |
hc | 0.498 | 0.811 | 0.000 | 0.801 | 0.162 | 0.000 | 0.562 | 0.493 | 0.989 | 0.964 | 1.000 | 0.936 | 0.993 | 0.811 |
pm | 0.463 | 0.890 | 0.000 | 0.892 | 0.292 | 0.000 | 0.529 | 0.466 | 0.888 | 0.993 | 0.936 | 1.000 | 0.935 | 0.890 |
co2 | 0.434 | 0.907 | 0.000 | 0.894 | 0.382 | 0.000 | 0.629 | 0.484 | 0.995 | 0.932 | 0.993 | 0.935 | 1.000 | 0.907 |
주소 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 0.772 | 0.849 | 0.811 | 0.890 | 0.907 | 1.000 |
지점 | 측정구간 | 방향 | 주소 | 측정시분 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.991 | 0.000 | 1.000 | 0.067 |
측정구간 | 0.991 | 1.000 | 0.000 | 0.991 | 0.121 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
주소 | 1.000 | 0.991 | 0.000 | 1.000 | 0.067 |
측정시분 | 0.067 | 0.121 | 0.000 | 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 | 0.272 | 0.316 | 0.303 | 0.319 | 0.282 | 0.727 | 0.000 | 0.735 | 0.536 | 0.727 |
연장 | 0.108 | 1.000 | 0.149 | 0.134 | -0.054 | -0.074 | -0.069 | -0.085 | -0.053 | 0.752 | 0.000 | 0.759 | 0.148 | 0.752 |
좌표위치위도 | 0.133 | 0.149 | 1.000 | 0.378 | 0.157 | 0.189 | 0.191 | 0.198 | 0.150 | 0.760 | 0.000 | 0.767 | 0.000 | 0.760 |
좌표위치경도 | -0.083 | 0.134 | 0.378 | 1.000 | -0.416 | -0.408 | -0.414 | -0.421 | -0.420 | 0.756 | 0.000 | 0.763 | 0.100 | 0.756 |
co | 0.272 | -0.054 | 0.157 | -0.416 | 1.000 | 0.984 | 0.989 | 0.970 | 0.999 | 0.318 | 0.000 | 0.334 | 0.000 | 0.318 |
nox | 0.316 | -0.074 | 0.189 | -0.408 | 0.984 | 1.000 | 0.996 | 0.991 | 0.985 | 0.401 | 0.000 | 0.414 | 0.000 | 0.401 |
hc | 0.303 | -0.069 | 0.191 | -0.414 | 0.989 | 0.996 | 1.000 | 0.986 | 0.988 | 0.352 | 0.000 | 0.367 | 0.000 | 0.352 |
pm | 0.319 | -0.085 | 0.198 | -0.421 | 0.970 | 0.991 | 0.986 | 1.000 | 0.971 | 0.456 | 0.000 | 0.468 | 0.000 | 0.456 |
co2 | 0.282 | -0.053 | 0.150 | -0.420 | 0.999 | 0.985 | 0.988 | 0.971 | 1.000 | 0.470 | 0.000 | 0.481 | 0.000 | 0.470 |
지점 | 0.727 | 0.752 | 0.760 | 0.756 | 0.318 | 0.401 | 0.352 | 0.456 | 0.470 | 1.000 | 0.000 | 0.991 | 0.067 | 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 | 0.735 | 0.759 | 0.767 | 0.763 | 0.334 | 0.414 | 0.367 | 0.468 | 0.481 | 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 | 0.318 | 0.401 | 0.352 | 0.456 | 0.470 | 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 | 0 | 36.88774 | 127.98484 | 23.06 | 17.1 | 2.35 | 0.94 | 5490.88 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210201 | 0 | 36.88774 | 127.98484 | 14.31 | 8.33 | 1.38 | 0.52 | 3496.77 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210201 | 0 | 36.9979 | 127.72238 | 31.38 | 48.24 | 5.49 | 2.47 | 8327.16 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210201 | 0 | 36.9979 | 127.72238 | 46.02 | 45.05 | 6.74 | 2.34 | 10106.09 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210201 | 0 | 36.96342 | 127.86686 | 144.01 | 119.61 | 16.51 | 7.27 | 33677.05 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210201 | 0 | 36.96342 | 127.86686 | 114.28 | 110.36 | 13.38 | 6.41 | 30479.07 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210201 | 0 | 37.06589 | 127.60416 | 22.03 | 17.57 | 2.62 | 1.2 | 5560.04 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210201 | 0 | 37.06589 | 127.60416 | 17.05 | 17.39 | 2.6 | 1.03 | 4029.64 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210201 | 0 | 37.02646 | 127.60462 | 29.74 | 30.13 | 4.7 | 2.11 | 6546.5 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210201 | 0 | 37.02646 | 127.60462 | 37.97 | 42.25 | 6.04 | 2.92 | 8322.87 | 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 | 0 | 37.00933 | 127.67902 | 73.8 | 108.45 | 13.72 | 5.56 | 18641.56 | 충북 충주 신니 모남 |
91 | 92 | 건기연 | [04011] | 2 | 서충주IC-충주JCT | 7.7 | 20210201 | 0 | 37.00933 | 127.67902 | 103.17 | 158.4 | 18.61 | 7.98 | 26723.49 | 충북 충주 신니 모남 |
92 | 93 | 건기연 | [04012] | 1 | 충주JCT-노은JCT | 5.4 | 20210201 | 0 | 37.03807 | 127.76549 | 88.52 | 172.49 | 16.39 | 10.63 | 25556.23 | 충북 충주 노은 문성 |
93 | 94 | 건기연 | [04012] | 2 | 충주JCT-노은JCT | 5.4 | 20210201 | 0 | 37.03807 | 127.76549 | 101.72 | 190.18 | 18.6 | 11.03 | 29108.98 | 충북 충주 노은 문성 |
94 | 95 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210201 | 0 | 37.05585 | 127.84924 | 80.54 | 136.05 | 15.12 | 9.24 | 22578.43 | 충북 충주 노은 신효 |
95 | 96 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210201 | 0 | 37.05585 | 127.84924 | 98.6 | 140.66 | 16.42 | 11.58 | 27563.18 | 충북 충주 노은 신효 |
96 | 97 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210201 | 15 | 36.88774 | 127.98484 | 17.94 | 10.75 | 1.63 | 0.54 | 4741.54 | 충북 충주 수안보 중산 |
97 | 98 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210201 | 15 | 36.88774 | 127.98484 | 13.74 | 7.81 | 1.31 | 0.4 | 3306.03 | 충북 충주 수안보 중산 |
98 | 99 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210201 | 15 | 36.9979 | 127.72238 | 30.3 | 47.42 | 5.43 | 2.25 | 7987.26 | 충북 충주 신니 원평 |
99 | 100 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210201 | 15 | 36.9979 | 127.72238 | 43.4 | 35.08 | 5.27 | 1.59 | 9916.67 | 충북 충주 신니 원평 |