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 7 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 7 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 7 other fields | High correlation |
기본키 is highly overall correlated with 지점 and 3 other fields | High correlation |
연장 is highly overall correlated with 지점 and 2 other fields | High correlation |
좌표위치위도 is highly overall correlated with 지점 and 2 other fields | High correlation |
좌표위치경도 is highly overall correlated with 지점 and 2 other fields | High correlation |
co is highly overall correlated with nox and 6 other fields | High correlation |
nox is highly overall correlated with co and 3 other fields | High correlation |
hc is highly overall correlated with co and 3 other fields | High correlation |
pm is highly overall correlated with co and 3 other fields | High correlation |
co2 is highly overall correlated with co and 6 other fields | High correlation |
측정일 is highly overall correlated with 기본키 | High correlation |
측정일 is highly imbalanced (59.8%) | 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 12:35:58.662944 |
---|---|
Analysis finished | 2023-12-10 12:36:12.517999 |
Duration | 13.86 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 | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0325-4] | 4 |
[0326-2] | 4 |
[0325-3] | 4 |
[1917-3] | 2 |
Other values (41) |
Length
Max length | 9 |
---|---|
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% |
[0325-4] | 4 | 4.0% |
[0326-2] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[1917-3] | 2 | 2.0% |
[1919-1] | 2 | 2.0% |
[0406-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0326-2 | 4 | 4.0% |
3808-1 | 2 | 2.0% |
3810-1 | 2 | 2.0% |
5913-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3609-1 | 2 | 2.0% |
3613-0 | 2 | 2.0% |
Other values (36) | 72 |
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 |
삼승-보은 | 2 |
Other values (41) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.5 |
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% |
삼승-보은 | 2 | 2.0% |
내북-구방 | 2 | 2.0% |
대전-옥천 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
청주-진천 | 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% |
목계-산척 | 2 | 2.0% |
장락-쌍용 | 2 | 2.0% |
대대-향산 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 2 | 2.0% |
내사-덕산 | 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 | 7.986 |
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 | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.3 |
Descriptive statistics
Standard deviation | 4.2996833 |
---|---|
Coefficient of variation (CV) | 0.53840262 |
Kurtosis | 0.92996101 |
Mean | 7.986 |
Median Absolute Deviation (MAD) | 3.45 |
Skewness | 0.85055926 |
Sum | 798.6 |
Variance | 18.487277 |
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% |
11.1 | 4 | 4.0% |
12.3 | 4 | 4.0% |
5.0 | 4 | 4.0% |
7.7 | 2 | 2.0% |
2.1 | 2 | 2.0% |
3.6 | 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 | 2 | |
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 |
20210501 | |
---|---|
20210502 | 8 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210501 |
---|---|
2nd row | 20210501 |
3rd row | 20210501 |
4th row | 20210501 |
5th row | 20210501 |
Common Values
Value | Count | Frequency (%) |
20210501 | 92 | |
20210502 | 8 | 8.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210501 | 92 | |
20210502 | 8 | 8.0% |
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 | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.802828 |
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 | 36.62606 |
median | 36.89448 |
Q3 | 37.03359 |
95-th percentile | 37.11937 |
Maximum | 37.19998 |
Range | 1.09471 |
Interquartile range (IQR) | 0.40753 |
Descriptive statistics
Standard deviation | 0.28591005 |
---|---|
Coefficient of variation (CV) | 0.007768698 |
Kurtosis | -0.38727341 |
Mean | 36.802828 |
Median Absolute Deviation (MAD) | 0.154975 |
Skewness | -0.85314916 |
Sum | 3680.2828 |
Variance | 0.081744559 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
37.06589 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
36.28264 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.35443 | 2 | 2.0% |
36.51373 | 2 | 2.0% |
37.11937 | 2 | 2.0% |
Other values (36) | 72 |
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 (%) |
37.19998 | 2 | |
37.18469 | 2 | |
37.11937 | 2 | |
37.1091 | 2 | |
37.07857 | 2 | |
37.06589 | 4 | |
37.05585 | 2 | |
37.05389 | 2 | |
37.04502 | 2 | |
37.03807 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73285 |
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 | 0.22528091 |
---|---|
Coefficient of variation (CV) | 0.0017636881 |
Kurtosis | 1.0758504 |
Mean | 127.73285 |
Median Absolute Deviation (MAD) | 0.13033 |
Skewness | 1.0238178 |
Sum | 12773.285 |
Variance | 0.050751488 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.60416 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.64833 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.59919 | 2 | 2.0% |
127.79015 | 2 | 2.0% |
127.65518 | 2 | 2.0% |
Other values (36) | 72 |
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 | |
128.10947 | 2 | |
127.98484 | 4 | |
127.95441 | 2 | |
127.95118 | 2 | |
127.92804 | 2 | |
127.91705 | 2 | |
127.8901 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8399.522 |
Minimum | 966.32 |
---|---|
Maximum | 47983.24 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 966.32 |
---|---|
5-th percentile | 1162.502 |
Q1 | 3224.94 |
median | 6160.82 |
Q3 | 11273.272 |
95-th percentile | 20874.914 |
Maximum | 47983.24 |
Range | 47016.92 |
Interquartile range (IQR) | 8048.3325 |
Descriptive statistics
Standard deviation | 7705.3663 |
---|---|
Coefficient of variation (CV) | 0.91735771 |
Kurtosis | 8.7024278 |
Mean | 8399.522 |
Median Absolute Deviation (MAD) | 3882.765 |
Skewness | 2.4100986 |
Sum | 839952.2 |
Variance | 59372670 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3085.82 | 1 | 1.0% |
5884.44 | 1 | 1.0% |
41115.84 | 1 | 1.0% |
17937.41 | 1 | 1.0% |
19281.59 | 1 | 1.0% |
16449.9 | 1 | 1.0% |
16007.72 | 1 | 1.0% |
2257.29 | 1 | 1.0% |
2303.51 | 1 | 1.0% |
11407.32 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
966.32 | 1 | |
991.1 | 1 | |
994.9 | 1 | |
1032.53 | 1 | |
1106.3 | 1 | |
1165.46 | 1 | |
1222.94 | 1 | |
1348.38 | 1 | |
1384.3 | 1 | |
1419.27 | 1 |
Value | Count | Frequency (%) |
47983.24 | 1 | |
41115.84 | 1 | |
22638.9 | 1 | |
21761.13 | 1 | |
21699.6 | 1 | |
20831.51 | 1 | |
20067.82 | 1 | |
19281.59 | 1 | |
18632.7 | 1 | |
18491.18 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11112.619 |
Minimum | 734.75 |
---|---|
Maximum | 88793.81 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 734.75 |
---|---|
5-th percentile | 895.7955 |
Q1 | 2459.9 |
median | 6276.165 |
Q3 | 12487.57 |
95-th percentile | 33854.11 |
Maximum | 88793.81 |
Range | 88059.06 |
Interquartile range (IQR) | 10027.67 |
Descriptive statistics
Standard deviation | 14306.502 |
---|---|
Coefficient of variation (CV) | 1.2874105 |
Kurtosis | 11.497247 |
Mean | 11112.619 |
Median Absolute Deviation (MAD) | 4417.96 |
Skewness | 2.9650607 |
Sum | 1111261.9 |
Variance | 2.04676 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2275.96 | 1 | 1.0% |
5881.02 | 1 | 1.0% |
75146.93 | 1 | 1.0% |
29215.86 | 1 | 1.0% |
29579.1 | 1 | 1.0% |
35988.39 | 1 | 1.0% |
32654.24 | 1 | 1.0% |
1625.81 | 1 | 1.0% |
1656.46 | 1 | 1.0% |
14673.96 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
734.75 | 1 | |
771.94 | 1 | |
772.21 | 1 | |
784.16 | 1 | |
795.96 | 1 | |
901.05 | 1 | |
917.63 | 1 | |
970.81 | 1 | |
1000.55 | 1 | |
1134.24 | 1 |
Value | Count | Frequency (%) |
88793.81 | 1 | |
75146.93 | 1 | |
43132.78 | 1 | |
39708.23 | 1 | |
35988.39 | 1 | |
33741.78 | 1 | |
32654.24 | 1 | |
30861.34 | 1 | |
29756.76 | 1 | |
29579.1 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1276.7768 |
Minimum | 104.77 |
---|---|
Maximum | 9264.59 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 104.77 |
---|---|
5-th percentile | 123.889 |
Q1 | 345.8775 |
median | 828.47 |
Q3 | 1543.7325 |
95-th percentile | 3452.181 |
Maximum | 9264.59 |
Range | 9159.82 |
Interquartile range (IQR) | 1197.855 |
Descriptive statistics
Standard deviation | 1453.6467 |
---|---|
Coefficient of variation (CV) | 1.1385285 |
Kurtosis | 11.230737 |
Mean | 1276.7768 |
Median Absolute Deviation (MAD) | 554.6 |
Skewness | 2.8499507 |
Sum | 127677.68 |
Variance | 2113088.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
318.87 | 1 | 1.0% |
798.76 | 1 | 1.0% |
7536.29 | 1 | 1.0% |
3014.3 | 1 | 1.0% |
3102.19 | 1 | 1.0% |
3449.98 | 1 | 1.0% |
3229.71 | 1 | 1.0% |
230.16 | 1 | 1.0% |
232.11 | 1 | 1.0% |
1662.41 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
104.77 | 1 | |
106.19 | 1 | |
112.8 | 1 | |
115.42 | 1 | |
119.69 | 1 | |
124.11 | 1 | |
126.79 | 1 | |
136.8 | 1 | |
145.48 | 1 | |
146.38 | 1 |
Value | Count | Frequency (%) |
9264.59 | 1 | |
7536.29 | 1 | |
4377.66 | 1 | |
3982.38 | 1 | |
3494.0 | 1 | |
3449.98 | 1 | |
3337.29 | 1 | |
3263.94 | 1 | |
3256.1 | 1 | |
3229.71 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 627.0093 |
Minimum | 33.11 |
---|---|
Maximum | 5242.84 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 33.11 |
---|---|
5-th percentile | 49.5555 |
Q1 | 151.07 |
median | 345.08 |
Q3 | 755.51 |
95-th percentile | 2055.393 |
Maximum | 5242.84 |
Range | 5209.73 |
Interquartile range (IQR) | 604.44 |
Descriptive statistics
Standard deviation | 821.37261 |
---|---|
Coefficient of variation (CV) | 1.3099847 |
Kurtosis | 13.279523 |
Mean | 627.0093 |
Median Absolute Deviation (MAD) | 232.82 |
Skewness | 3.1879731 |
Sum | 62700.93 |
Variance | 674652.97 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
112.01 | 1 | 1.0% |
359.13 | 1 | 1.0% |
4390.89 | 1 | 1.0% |
1589.73 | 1 | 1.0% |
1567.04 | 1 | 1.0% |
2196.24 | 1 | 1.0% |
2047.98 | 1 | 1.0% |
79.57 | 1 | 1.0% |
72.17 | 1 | 1.0% |
795.8 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
33.11 | 1 | |
39.42 | 1 | |
39.66 | 1 | |
39.88 | 1 | |
46.62 | 1 | |
49.71 | 1 | |
51.19 | 1 | |
58.74 | 1 | |
69.47 | 1 | |
70.03 | 1 |
Value | Count | Frequency (%) |
5242.84 | 1 | |
4390.89 | 1 | |
2462.89 | 1 | |
2280.09 | 1 | |
2196.24 | 1 | |
2047.98 | 1 | |
1925.99 | 1 | |
1595.17 | 1 | |
1589.73 | 1 | |
1567.04 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2239589.8 |
Minimum | 243536.86 |
---|---|
Maximum | 13029958 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 243536.86 |
---|---|
5-th percentile | 301365.36 |
Q1 | 833144.12 |
median | 1550974.5 |
Q3 | 2939519.7 |
95-th percentile | 5859061 |
Maximum | 13029958 |
Range | 12786421 |
Interquartile range (IQR) | 2106375.5 |
Descriptive statistics
Standard deviation | 2167764.6 |
---|---|
Coefficient of variation (CV) | 0.9679293 |
Kurtosis | 8.3257911 |
Mean | 2239589.8 |
Median Absolute Deviation (MAD) | 969577.55 |
Skewness | 2.4265279 |
Sum | 2.2395898 × 108 |
Variance | 4.6992034 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
795217.09 | 1 | 1.0% |
1483874.67 | 1 | 1.0% |
11707130.61 | 1 | 1.0% |
5260363.77 | 1 | 1.0% |
5412892.18 | 1 | 1.0% |
4889770.64 | 1 | 1.0% |
4605017.43 | 1 | 1.0% |
581182.47 | 1 | 1.0% |
595198.03 | 1 | 1.0% |
3082760.63 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
243536.86 | 1 | |
247193.7 | 1 | |
255169.81 | 1 | |
260464.88 | 1 | |
286456.21 | 1 | |
302150.05 | 1 | |
322089.91 | 1 | |
353041.92 | 1 | |
356279.27 | 1 | |
356580.37 | 1 |
Value | Count | Frequency (%) |
13029958.25 | 1 | |
11707130.61 | 1 | |
6473740.03 | 1 | |
6192450.18 | 1 | |
6043358.64 | 1 | |
5849361.15 | 1 | |
5575566.55 | 1 | |
5412892.18 | 1 | |
5356881.55 | 1 | |
5260363.77 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 충주 대소원 만정 | 4 |
충북 음성 생극 송곡 | 4 |
충북 충주 신니 원평 | 4 |
충북 보은 보은 금굴 | 2 |
Other values (41) |
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 대소원 만정 | 4 | 4.0% |
충북 음성 생극 송곡 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 보은 보은 금굴 | 2 | 2.0% |
충북 청주 미원 미원 | 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 청주 오창 가곡 | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 30 | 7.5% |
음성 | 12 | 3.0% |
증평 | 10 | 2.5% |
청주 | 10 | 2.5% |
보은 | 10 | 2.5% |
옥천 | 10 | 2.5% |
진천 | 8 | 2.0% |
영동 | 6 | 1.5% |
신니 | 6 | 1.5% |
Other values (79) | 198 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.991 | 0.000 | 0.991 | 0.586 | 0.978 | 0.816 | 0.606 | 0.549 | 0.563 | 0.533 | 0.571 | 0.516 | 0.991 |
지점 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.942 | 0.821 | 0.872 | 0.859 | 0.933 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.148 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.942 | 0.821 | 0.872 | 0.859 | 0.933 | 1.000 |
연장 | 0.586 | 1.000 | 0.000 | 1.000 | 1.000 | 0.242 | 0.686 | 0.531 | 0.403 | 0.240 | 0.213 | 0.239 | 0.337 | 1.000 |
측정일 | 0.978 | 0.137 | 0.000 | 0.137 | 0.242 | 1.000 | 0.000 | 0.000 | 0.000 | 0.077 | 0.000 | 0.000 | 0.000 | 0.137 |
좌표위치위도 | 0.816 | 1.000 | 0.000 | 1.000 | 0.686 | 0.000 | 1.000 | 0.624 | 0.524 | 0.370 | 0.400 | 0.359 | 0.449 | 1.000 |
좌표위치경도 | 0.606 | 1.000 | 0.000 | 1.000 | 0.531 | 0.000 | 0.624 | 1.000 | 0.442 | 0.328 | 0.348 | 0.288 | 0.420 | 1.000 |
co | 0.549 | 0.942 | 0.000 | 0.942 | 0.403 | 0.000 | 0.524 | 0.442 | 1.000 | 0.980 | 0.978 | 0.977 | 0.997 | 0.942 |
nox | 0.563 | 0.821 | 0.148 | 0.821 | 0.240 | 0.077 | 0.370 | 0.328 | 0.980 | 1.000 | 0.993 | 0.996 | 0.976 | 0.821 |
hc | 0.533 | 0.872 | 0.000 | 0.872 | 0.213 | 0.000 | 0.400 | 0.348 | 0.978 | 0.993 | 1.000 | 0.991 | 0.978 | 0.872 |
pm | 0.571 | 0.859 | 0.000 | 0.859 | 0.239 | 0.000 | 0.359 | 0.288 | 0.977 | 0.996 | 0.991 | 1.000 | 0.976 | 0.859 |
co2 | 0.516 | 0.933 | 0.000 | 0.933 | 0.337 | 0.000 | 0.449 | 0.420 | 0.997 | 0.976 | 0.978 | 0.976 | 1.000 | 0.933 |
주소 | 0.991 | 1.000 | 0.000 | 1.000 | 1.000 | 0.137 | 1.000 | 1.000 | 0.942 | 0.821 | 0.872 | 0.859 | 0.933 | 1.000 |
측정일 | 측정구간 | 지점 | 주소 | 방향 | |
---|---|---|---|---|---|
측정일 | 1.000 | 0.045 | 0.045 | 0.045 | 0.000 |
측정구간 | 0.045 | 1.000 | 1.000 | 1.000 | 0.000 |
지점 | 0.045 | 1.000 | 1.000 | 1.000 | 0.000 |
주소 | 0.045 | 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 | 0.112 | 0.329 | -0.060 | 0.458 | 0.450 | 0.459 | 0.445 | 0.463 | 0.709 | 0.000 | 0.709 | 0.836 | 0.709 |
연장 | 0.112 | 1.000 | 0.186 | 0.070 | 0.049 | 0.041 | 0.046 | 0.022 | 0.045 | 0.766 | 0.000 | 0.766 | 0.174 | 0.766 |
좌표위치위도 | 0.329 | 0.186 | 1.000 | 0.319 | 0.367 | 0.392 | 0.397 | 0.370 | 0.370 | 0.775 | 0.000 | 0.775 | 0.000 | 0.775 |
좌표위치경도 | -0.060 | 0.070 | 0.319 | 1.000 | -0.380 | -0.374 | -0.380 | -0.400 | -0.377 | 0.770 | 0.000 | 0.770 | 0.000 | 0.770 |
co | 0.458 | 0.049 | 0.367 | -0.380 | 1.000 | 0.971 | 0.980 | 0.958 | 0.997 | 0.565 | 0.000 | 0.565 | 0.000 | 0.565 |
nox | 0.450 | 0.041 | 0.392 | -0.374 | 0.971 | 1.000 | 0.996 | 0.993 | 0.974 | 0.385 | 0.152 | 0.385 | 0.082 | 0.385 |
hc | 0.459 | 0.046 | 0.397 | -0.380 | 0.980 | 0.996 | 1.000 | 0.988 | 0.980 | 0.442 | 0.000 | 0.442 | 0.000 | 0.442 |
pm | 0.445 | 0.022 | 0.370 | -0.400 | 0.958 | 0.993 | 0.988 | 1.000 | 0.961 | 0.426 | 0.000 | 0.426 | 0.000 | 0.426 |
co2 | 0.463 | 0.045 | 0.370 | -0.377 | 0.997 | 0.974 | 0.980 | 0.961 | 1.000 | 0.547 | 0.000 | 0.547 | 0.000 | 0.547 |
지점 | 0.709 | 0.766 | 0.775 | 0.770 | 0.565 | 0.385 | 0.442 | 0.426 | 0.547 | 1.000 | 0.000 | 1.000 | 0.045 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.152 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.709 | 0.766 | 0.775 | 0.770 | 0.565 | 0.385 | 0.442 | 0.426 | 0.547 | 1.000 | 0.000 | 1.000 | 0.045 | 1.000 |
측정일 | 0.836 | 0.174 | 0.000 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.045 | 1.000 | 0.045 |
주소 | 0.709 | 0.766 | 0.775 | 0.770 | 0.565 | 0.385 | 0.442 | 0.426 | 0.547 | 1.000 | 0.000 | 1.000 | 0.045 | 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 | 20210501 | 0 | 36.88774 | 127.98484 | 3085.82 | 2275.96 | 318.87 | 112.01 | 795217.09 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210501 | 0 | 36.88774 | 127.98484 | 3265.12 | 2939.4 | 365.23 | 164.88 | 862093.24 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210501 | 0 | 36.9979 | 127.72238 | 5493.49 | 6727.05 | 862.18 | 381.32 | 1368369.65 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210501 | 0 | 36.9979 | 127.72238 | 5728.29 | 5925.36 | 764.91 | 327.58 | 1472536.27 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210501 | 0 | 36.96342 | 127.86686 | 10903.26 | 9623.49 | 1255.77 | 643.75 | 2778943.91 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210501 | 0 | 36.96342 | 127.86686 | 11476.48 | 11265.79 | 1379.53 | 624.26 | 2931134.99 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210501 | 0 | 37.06589 | 127.60416 | 8955.32 | 11251.31 | 1455.86 | 766.28 | 2168628.28 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210501 | 0 | 37.06589 | 127.60416 | 10425.68 | 13540.8 | 1723.2 | 918.53 | 2520337.56 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210501 | 0 | 36.3326 | 127.53139 | 5892.78 | 4043.04 | 565.07 | 199.87 | 1539739.65 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210501 | 0 | 36.3326 | 127.53139 | 5763.06 | 3929.98 | 549.47 | 184.5 | 1500948.68 | 충북 옥천 군북 이백 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210501 | 0 | 37.19998 | 127.61191 | 22638.9 | 30861.34 | 3337.29 | 1542.77 | 6473740.03 | 충북 음성 감곡 상우 |
91 | 92 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210501 | 0 | 37.19998 | 127.61191 | 21699.6 | 26982.75 | 3099.33 | 1299.5 | 6043358.64 | 충북 음성 감곡 상우 |
92 | 93 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210502 | 0 | 36.88774 | 127.98484 | 3933.95 | 3519.88 | 498.46 | 179.19 | 975522.81 | 충북 충주 수안보 중산 |
93 | 94 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210502 | 0 | 36.88774 | 127.98484 | 3469.85 | 3211.6 | 447.22 | 182.04 | 862283.28 | 충북 충주 수안보 중산 |
94 | 95 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210502 | 0 | 36.9979 | 127.72238 | 6744.55 | 6697.43 | 899.41 | 332.91 | 1697740.91 | 충북 충주 신니 원평 |
95 | 96 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210502 | 0 | 36.9979 | 127.72238 | 5970.28 | 6199.79 | 858.93 | 319.64 | 1464567.35 | 충북 충주 신니 원평 |
96 | 97 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210502 | 0 | 36.96342 | 127.86686 | 11802.3 | 10345.57 | 1368.46 | 653.38 | 3013112.7 | 충북 충주 대소원 만정 |
97 | 98 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210502 | 0 | 36.96342 | 127.86686 | 11702.65 | 10734.48 | 1386.61 | 512.49 | 2966417.07 | 충북 충주 대소원 만정 |
98 | 99 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210502 | 0 | 37.06589 | 127.60416 | 10807.23 | 11958.48 | 1557.48 | 768.5 | 2686437.87 | 충북 음성 생극 송곡 |
99 | 100 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210502 | 0 | 37.06589 | 127.60416 | 9908.94 | 11051.65 | 1440.58 | 691.66 | 2432423.72 | 충북 음성 생극 송곡 |