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=3d868a50-4b5a-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정시분 has constant value "" | Constant |
측정구간 is highly overall correlated with 기본키 and 10 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 10 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 10 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 6 other fields | High correlation |
hc is highly overall correlated with co and 6 other fields | High correlation |
pm is highly overall correlated with co and 6 other fields | High correlation |
co2 is highly overall correlated with co and 6 other fields | High correlation |
측정일 is highly overall correlated with 기본키 | High correlation |
측정일 is highly imbalanced (53.1%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
hc has unique values | Unique |
pm has unique values | Unique |
co2 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:36:22.635085 |
---|---|
Analysis finished | 2023-12-10 12:36:36.874563 |
Duration | 14.24 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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0326-2] | 4 |
[0406-1] | 4 |
[0325-3] | 4 |
[0325-4] | 4 |
Other values (40) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.8 |
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% |
[0326-2] | 4 | 4.0% |
[0406-1] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[1917-3] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[0524-4] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0406-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0326-2 | 4 | 4.0% |
3810-1 | 2 | 2.0% |
5913-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3613-0 | 2 | 2.0% |
3709-2 | 2 | 2.0% |
Other values (35) | 70 |
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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
수안보-충주 | 4 |
---|---|
오생-장호원 | 4 |
대전-옥천 | 4 |
신니-신양 | 4 |
주덕-충주 | 4 |
Other values (40) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.4 |
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% |
오생-장호원 | 4 | 4.0% |
대전-옥천 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
삼승-보은 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
제천-신림 | 2 | 2.0% |
청주-진천 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
대전-옥천 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
장락-쌍용 | 2 | 2.0% |
대대-향산 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
내사-덕산 | 2 | 2.0% |
군서-안내 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 39.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.074 |
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 | 4.8 |
median | 7.3 |
Q3 | 11.1 |
95-th percentile | 15.5 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.3 |
Descriptive statistics
Standard deviation | 4.4072855 |
---|---|
Coefficient of variation (CV) | 0.54586147 |
Kurtosis | 0.6562045 |
Mean | 8.074 |
Median Absolute Deviation (MAD) | 3.45 |
Skewness | 0.82352401 |
Sum | 807.4 |
Variance | 19.424166 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.4 | 6 | 6.0% |
3.4 | 4 | 4.0% |
8.8 | 4 | 4.0% |
12.3 | 4 | 4.0% |
5.0 | 4 | 4.0% |
15.5 | 4 | 4.0% |
14.5 | 2 | 2.0% |
11.0 | 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 | 2 | |
3.7 | 2 | |
4.3 | 2 |
Value | Count | Frequency (%) |
22.4 | 2 | |
15.5 | 4 | |
15.2 | 2 | |
14.5 | 2 | |
14.4 | 2 | |
13.9 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.4 | 2 | |
11.2 | 2 |
측정일
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210401 | |
---|---|
20210402 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210401 |
---|---|
2nd row | 20210401 |
3rd row | 20210401 |
4th row | 20210401 |
5th row | 20210401 |
Common Values
Value | Count | Frequency (%) |
20210401 | 90 | |
20210402 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210401 | 90 | |
20210402 | 10 | 10.0% |
측정시분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.79484 |
Minimum | 36.10527 |
---|---|
Maximum | 37.19998 |
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 | 36.56286 |
median | 36.89448 |
Q3 | 37.03359 |
95-th percentile | 37.15606 |
Maximum | 37.19998 |
Range | 1.09471 |
Interquartile range (IQR) | 0.47073 |
Descriptive statistics
Standard deviation | 0.29559176 |
---|---|
Coefficient of variation (CV) | 0.0080335112 |
Kurtosis | -0.64372102 |
Mean | 36.79484 |
Median Absolute Deviation (MAD) | 0.166175 |
Skewness | -0.74975124 |
Sum | 3679.484 |
Variance | 0.087374487 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
37.06589 | 4 | 4.0% |
36.3326 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
36.28264 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.35443 | 2 | 2.0% |
36.51373 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.28264 | 2 | |
36.32083 | 2 | |
36.3326 | 4 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 |
Value | Count | Frequency (%) |
37.19998 | 2 | |
37.18469 | 2 | |
37.15606 | 2 | |
37.11937 | 2 | |
37.1091 | 2 | |
37.07857 | 2 | |
37.06589 | 4 | |
37.05585 | 2 | |
37.04502 | 2 | |
37.03807 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73894 |
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 | 127.56961 |
median | 127.692 |
Q3 | 127.86686 |
95-th percentile | 128.27212 |
Maximum | 128.39227 |
Range | 1.01718 |
Interquartile range (IQR) | 0.29725 |
Descriptive statistics
Standard deviation | 0.23289092 |
---|---|
Coefficient of variation (CV) | 0.0018231788 |
Kurtosis | 0.62121818 |
Mean | 127.73894 |
Median Absolute Deviation (MAD) | 0.14858 |
Skewness | 0.92846699 |
Sum | 12773.894 |
Variance | 0.054238179 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.60416 | 4 | 4.0% |
127.53139 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.64833 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.59919 | 2 | 2.0% |
127.79015 | 2 | 2.0% |
Other values (35) | 70 |
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 | 4 | |
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
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7277.0567 |
Minimum | 573.63 |
---|---|
Maximum | 36084.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 573.63 |
---|---|
5-th percentile | 883.064 |
Q1 | 2409.905 |
median | 5280.4 |
Q3 | 10608.017 |
95-th percentile | 20817.927 |
Maximum | 36084.47 |
Range | 35510.84 |
Interquartile range (IQR) | 8198.1125 |
Descriptive statistics
Standard deviation | 6641.53 |
---|---|
Coefficient of variation (CV) | 0.91266706 |
Kurtosis | 5.3609471 |
Mean | 7277.0567 |
Median Absolute Deviation (MAD) | 3835 |
Skewness | 1.9499477 |
Sum | 727705.67 |
Variance | 44109920 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2766.84 | 1 | 1.0% |
5925.43 | 1 | 1.0% |
35004.53 | 1 | 1.0% |
21058.9 | 1 | 1.0% |
20836.68 | 1 | 1.0% |
17854.96 | 1 | 1.0% |
17538.32 | 1 | 1.0% |
1172.94 | 1 | 1.0% |
1086.88 | 1 | 1.0% |
11072.77 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
573.63 | 1 | |
602.85 | 1 | |
762.65 | 1 | |
847.85 | 1 | |
860.15 | 1 | |
884.27 | 1 | |
971.4 | 1 | |
1031.85 | 1 | |
1075.21 | 1 | |
1085.97 | 1 |
Value | Count | Frequency (%) |
36084.47 | 1 | |
35004.53 | 1 | |
23407.56 | 1 | |
21058.9 | 1 | |
20836.68 | 1 | |
20816.94 | 1 | |
17854.96 | 1 | |
17538.32 | 1 | |
16671.72 | 1 | |
16015.18 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13875.368 |
Minimum | 448.89 |
---|---|
Maximum | 88145.06 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 448.89 |
---|---|
5-th percentile | 879.1355 |
Q1 | 3095.685 |
median | 6872.175 |
Q3 | 16236.385 |
95-th percentile | 57864.611 |
Maximum | 88145.06 |
Range | 87696.17 |
Interquartile range (IQR) | 13140.7 |
Descriptive statistics
Standard deviation | 17939.854 |
---|---|
Coefficient of variation (CV) | 1.2929282 |
Kurtosis | 5.3739689 |
Mean | 13875.368 |
Median Absolute Deviation (MAD) | 5428.75 |
Skewness | 2.2803209 |
Sum | 1387536.8 |
Variance | 3.2183837 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3063.24 | 1 | 1.0% |
10769.34 | 1 | 1.0% |
85671.82 | 1 | 1.0% |
62822.85 | 1 | 1.0% |
59603.12 | 1 | 1.0% |
57803.7 | 1 | 1.0% |
59021.92 | 1 | 1.0% |
1414.36 | 1 | 1.0% |
1258.81 | 1 | 1.0% |
27849.99 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
448.89 | 1 | |
620.75 | 1 | |
788.31 | 1 | |
807.52 | 1 | |
810.46 | 1 | |
882.75 | 1 | |
905.23 | 1 | |
986.21 | 1 | |
1016.5 | 1 | |
1027.89 | 1 |
Value | Count | Frequency (%) |
88145.06 | 1 | |
85671.82 | 1 | |
62822.85 | 1 | |
59603.12 | 1 | |
59021.92 | 1 | |
57803.7 | 1 | |
55062.57 | 1 | |
48843.55 | 1 | |
42922.54 | 1 | |
39980.94 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1454.2536 |
Minimum | 61.02 |
---|---|
Maximum | 8489.87 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 61.02 |
---|---|
5-th percentile | 115.4125 |
Q1 | 406.7775 |
median | 838.695 |
Q3 | 1939.075 |
95-th percentile | 4947.428 |
Maximum | 8489.87 |
Range | 8428.85 |
Interquartile range (IQR) | 1532.2975 |
Descriptive statistics
Standard deviation | 1647.4832 |
---|---|
Coefficient of variation (CV) | 1.132872 |
Kurtosis | 5.491247 |
Mean | 1454.2536 |
Median Absolute Deviation (MAD) | 632.435 |
Skewness | 2.1732692 |
Sum | 145425.36 |
Variance | 2714201 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
410.9 | 1 | 1.0% |
1286.98 | 1 | 1.0% |
8246.99 | 1 | 1.0% |
5612.51 | 1 | 1.0% |
5425.62 | 1 | 1.0% |
4339.5 | 1 | 1.0% |
4360.43 | 1 | 1.0% |
199.61 | 1 | 1.0% |
173.37 | 1 | 1.0% |
2488.98 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
61.02 | 1 | |
86.31 | 1 | |
100.65 | 1 | |
110.58 | 1 | |
112.42 | 1 | |
115.57 | 1 | |
125.88 | 1 | |
128.74 | 1 | |
137.36 | 1 | |
138.59 | 1 |
Value | Count | Frequency (%) |
8489.87 | 1 | |
8246.99 | 1 | |
5612.51 | 1 | |
5463.11 | 1 | |
5425.62 | 1 | |
4922.26 | 1 | |
4360.43 | 1 | |
4339.5 | 1 | |
4294.87 | 1 | |
4055.3 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 884.809 |
Minimum | 38.74 |
---|---|
Maximum | 5483.89 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 38.74 |
---|---|
5-th percentile | 58.3165 |
Q1 | 207.5025 |
median | 414.75 |
Q3 | 1095.7675 |
95-th percentile | 3601.328 |
Maximum | 5483.89 |
Range | 5445.15 |
Interquartile range (IQR) | 888.265 |
Descriptive statistics
Standard deviation | 1113.8948 |
---|---|
Coefficient of variation (CV) | 1.2589099 |
Kurtosis | 5.224937 |
Mean | 884.809 |
Median Absolute Deviation (MAD) | 328.56 |
Skewness | 2.2359383 |
Sum | 88480.9 |
Variance | 1240761.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201.57 | 1 | 1.0% |
707.68 | 1 | 1.0% |
5339.74 | 1 | 1.0% |
3863.57 | 1 | 1.0% |
3652.59 | 1 | 1.0% |
3598.63 | 1 | 1.0% |
3672.92 | 1 | 1.0% |
91.77 | 1 | 1.0% |
88.68 | 1 | 1.0% |
1719.36 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
38.74 | 1 | |
45.41 | 1 | |
47.93 | 1 | |
50.59 | 1 | |
52.36 | 1 | |
58.63 | 1 | |
66.59 | 1 | |
71.16 | 1 | |
71.6 | 1 | |
75.25 | 1 |
Value | Count | Frequency (%) |
5483.89 | 1 | |
5339.74 | 1 | |
3863.57 | 1 | |
3672.92 | 1 | |
3652.59 | 1 | |
3598.63 | 1 | |
3421.88 | 1 | |
3034.95 | 1 | |
2714.05 | 1 | |
2548.35 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1966286 |
Minimum | 145773.73 |
---|---|
Maximum | 10565448 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 145773.73 |
---|---|
5-th percentile | 218705.17 |
Q1 | 609784.24 |
median | 1328100.8 |
Q3 | 2661255.7 |
95-th percentile | 6127451.5 |
Maximum | 10565448 |
Range | 10419675 |
Interquartile range (IQR) | 2051471.4 |
Descriptive statistics
Standard deviation | 1969762.1 |
---|---|
Coefficient of variation (CV) | 1.0017679 |
Kurtosis | 5.7449194 |
Mean | 1966286 |
Median Absolute Deviation (MAD) | 1003396 |
Skewness | 2.1418122 |
Sum | 1.966286 × 108 |
Variance | 3.8799629 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
663301.79 | 1 | 1.0% |
1440995.2 | 1 | 1.0% |
10099541.98 | 1 | 1.0% |
6691180.59 | 1 | 1.0% |
6443560.37 | 1 | 1.0% |
6110814.16 | 1 | 1.0% |
5989367.18 | 1 | 1.0% |
267163.18 | 1 | 1.0% |
251642.89 | 1 | 1.0% |
3418640.25 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
145773.73 | 1 | |
150285.04 | 1 | |
191580.13 | 1 | |
211316.41 | 1 | |
214795.86 | 1 | |
218910.92 | 1 | |
246195.16 | 1 | |
251642.89 | 1 | |
252219.22 | 1 | |
261757.02 | 1 |
Value | Count | Frequency (%) |
10565448.27 | 1 | |
10099541.98 | 1 | |
6721791.53 | 1 | |
6691180.59 | 1 | |
6443560.37 | 1 | |
6110814.16 | 1 | |
5989367.18 | 1 | |
5891706.76 | 1 | |
4705340.17 | 1 | |
4488573.32 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 음성 생극 송곡 | 4 |
충북 옥천 군북 이백 | 4 |
충북 충주 신니 원평 | 4 |
충북 충주 대소원 만정 | 4 |
Other values (40) |
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 음성 생극 송곡 | 4 | 4.0% |
충북 옥천 군북 이백 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 보은 보은 금굴 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 제천 봉양 구학 | 2 | 2.0% |
충북 청주 오창 가곡 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
음성 | 12 | 3.0% |
옥천 | 12 | 3.0% |
청주 | 10 | 2.5% |
보은 | 10 | 2.5% |
증평 | 8 | 2.0% |
진천 | 8 | 2.0% |
신니 | 6 | 1.5% |
영동 | 6 | 1.5% |
Other values (78) | 200 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.990 | 0.000 | 0.990 | 0.532 | 1.000 | 0.778 | 0.652 | 0.608 | 0.659 | 0.640 | 0.646 | 0.603 | 0.990 |
지점 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.977 | 0.971 | 0.978 | 0.982 | 0.987 | 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 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.977 | 0.971 | 0.978 | 0.982 | 0.987 | 1.000 |
연장 | 0.532 | 1.000 | 0.000 | 1.000 | 1.000 | 0.179 | 0.684 | 0.551 | 0.661 | 0.411 | 0.563 | 0.411 | 0.645 | 1.000 |
측정일 | 1.000 | 0.107 | 0.000 | 0.107 | 0.179 | 1.000 | 0.199 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.107 |
좌표위치위도 | 0.778 | 1.000 | 0.000 | 1.000 | 0.684 | 0.199 | 1.000 | 0.629 | 0.647 | 0.585 | 0.598 | 0.590 | 0.606 | 1.000 |
좌표위치경도 | 0.652 | 1.000 | 0.000 | 1.000 | 0.551 | 0.000 | 0.629 | 1.000 | 0.448 | 0.425 | 0.397 | 0.529 | 0.543 | 1.000 |
co | 0.608 | 0.977 | 0.000 | 0.977 | 0.661 | 0.000 | 0.647 | 0.448 | 1.000 | 0.874 | 0.963 | 0.879 | 0.976 | 0.977 |
nox | 0.659 | 0.971 | 0.000 | 0.971 | 0.411 | 0.000 | 0.585 | 0.425 | 0.874 | 1.000 | 0.916 | 0.999 | 0.924 | 0.971 |
hc | 0.640 | 0.978 | 0.000 | 0.978 | 0.563 | 0.000 | 0.598 | 0.397 | 0.963 | 0.916 | 1.000 | 0.918 | 0.985 | 0.978 |
pm | 0.646 | 0.982 | 0.000 | 0.982 | 0.411 | 0.000 | 0.590 | 0.529 | 0.879 | 0.999 | 0.918 | 1.000 | 0.939 | 0.982 |
co2 | 0.603 | 0.987 | 0.000 | 0.987 | 0.645 | 0.039 | 0.606 | 0.543 | 0.976 | 0.924 | 0.985 | 0.939 | 1.000 | 0.987 |
주소 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.977 | 0.971 | 0.978 | 0.982 | 0.987 | 1.000 |
측정일 | 측정구간 | 지점 | 주소 | 방향 | |
---|---|---|---|---|---|
측정일 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
지점 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
주소 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정일 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.092 | 0.192 | -0.143 | 0.344 | 0.406 | 0.408 | 0.402 | 0.375 | 0.699 | 0.000 | 0.699 | 0.958 | 0.699 |
연장 | 0.092 | 1.000 | 0.151 | 0.065 | -0.051 | -0.038 | -0.036 | -0.057 | -0.046 | 0.773 | 0.000 | 0.773 | 0.128 | 0.773 |
좌표위치위도 | 0.192 | 0.151 | 1.000 | 0.370 | 0.254 | 0.347 | 0.344 | 0.354 | 0.256 | 0.782 | 0.000 | 0.782 | 0.143 | 0.782 |
좌표위치경도 | -0.143 | 0.065 | 0.370 | 1.000 | -0.463 | -0.383 | -0.400 | -0.375 | -0.447 | 0.777 | 0.000 | 0.777 | 0.000 | 0.777 |
co | 0.344 | -0.051 | 0.254 | -0.463 | 1.000 | 0.964 | 0.973 | 0.957 | 0.993 | 0.659 | 0.000 | 0.659 | 0.000 | 0.659 |
nox | 0.406 | -0.038 | 0.347 | -0.383 | 0.964 | 1.000 | 0.996 | 0.997 | 0.976 | 0.593 | 0.000 | 0.593 | 0.000 | 0.593 |
hc | 0.408 | -0.036 | 0.344 | -0.400 | 0.973 | 0.996 | 1.000 | 0.993 | 0.979 | 0.663 | 0.000 | 0.663 | 0.000 | 0.663 |
pm | 0.402 | -0.057 | 0.354 | -0.375 | 0.957 | 0.997 | 0.993 | 1.000 | 0.969 | 0.629 | 0.000 | 0.629 | 0.000 | 0.629 |
co2 | 0.375 | -0.046 | 0.256 | -0.447 | 0.993 | 0.976 | 0.979 | 0.969 | 1.000 | 0.698 | 0.000 | 0.698 | 0.040 | 0.698 |
지점 | 0.699 | 0.773 | 0.782 | 0.777 | 0.659 | 0.593 | 0.663 | 0.629 | 0.698 | 1.000 | 0.000 | 1.000 | 0.000 | 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 | 0.699 | 0.773 | 0.782 | 0.777 | 0.659 | 0.593 | 0.663 | 0.629 | 0.698 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 |
측정일 | 0.958 | 0.128 | 0.143 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
주소 | 0.699 | 0.773 | 0.782 | 0.777 | 0.659 | 0.593 | 0.663 | 0.629 | 0.698 | 1.000 | 0.000 | 1.000 | 0.000 | 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 | 20210401 | 0 | 36.88774 | 127.98484 | 2766.84 | 3063.24 | 410.9 | 201.57 | 663301.79 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210401 | 0 | 36.88774 | 127.98484 | 2987.88 | 4004.4 | 486.47 | 270.54 | 741216.41 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210401 | 0 | 36.9979 | 127.72238 | 6745.62 | 10632.58 | 1322.86 | 720.76 | 1612949.88 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210401 | 0 | 36.9979 | 127.72238 | 6960.0 | 11443.76 | 1405.58 | 759.6 | 1679053.4 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210401 | 0 | 36.96342 | 127.86686 | 11570.57 | 13455.48 | 1697.07 | 937.54 | 2822289.76 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210401 | 0 | 36.96342 | 127.86686 | 10612.6 | 11259.93 | 1416.07 | 688.69 | 2640755.56 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210401 | 0 | 37.06589 | 127.60416 | 9933.68 | 15789.55 | 1917.88 | 1106.53 | 2360891.52 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210401 | 0 | 37.06589 | 127.60416 | 11118.41 | 17380.66 | 2154.28 | 1226.33 | 2607448.34 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210401 | 0 | 36.3326 | 127.53139 | 5049.9 | 4550.47 | 604.53 | 276.8 | 1279113.95 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210401 | 0 | 36.3326 | 127.53139 | 5222.06 | 4517.42 | 612.73 | 270.17 | 1317438.01 | 충북 옥천 군북 이백 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210402 | 0 | 36.88774 | 127.98484 | 2741.36 | 3106.5 | 394.41 | 209.48 | 678615.61 | 충북 충주 수안보 중산 |
91 | 92 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210402 | 0 | 36.88774 | 127.98484 | 2832.79 | 3754.22 | 437.65 | 259.35 | 720358.36 | 충북 충주 수안보 중산 |
92 | 93 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210402 | 0 | 36.9979 | 127.72238 | 6830.18 | 11132.93 | 1336.99 | 745.8 | 1673733.89 | 충북 충주 신니 원평 |
93 | 94 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210402 | 0 | 36.9979 | 127.72238 | 7221.62 | 12289.01 | 1464.48 | 816.36 | 1779501.8 | 충북 충주 신니 원평 |
94 | 95 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210402 | 0 | 36.96342 | 127.86686 | 11709.74 | 13923.21 | 1727.92 | 964.46 | 2871574.41 | 충북 충주 대소원 만정 |
95 | 96 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210402 | 0 | 36.96342 | 127.86686 | 10606.49 | 11122.08 | 1386.66 | 664.3 | 2648384.87 | 충북 충주 대소원 만정 |
96 | 97 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210402 | 0 | 37.06589 | 127.60416 | 10162.38 | 16115.88 | 1978.75 | 1128.33 | 2403603.88 | 충북 음성 생극 송곡 |
97 | 98 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210402 | 0 | 37.06589 | 127.60416 | 11444.63 | 18488.65 | 2263.46 | 1290.28 | 2705147.41 | 충북 음성 생극 송곡 |
98 | 99 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210402 | 0 | 36.3326 | 127.53139 | 5183.0 | 4761.82 | 636.48 | 282.1 | 1304085.88 | 충북 옥천 군북 이백 |
99 | 100 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210402 | 0 | 36.3326 | 127.53139 | 5338.74 | 4680.42 | 641.48 | 270.1 | 1336162.59 | 충북 옥천 군북 이백 |