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 nox and 4 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 좌표위치위도 and 7 other fields | High correlation |
hc is highly overall correlated with co and 6 other fields | High correlation |
pm is highly overall correlated with 좌표위치위도 and 7 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 12:35:33.632896 |
---|---|
Analysis finished | 2023-12-10 12:35:48.023653 |
Duration | 14.39 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 | 9 |
---|---|
Median length | 8 |
Mean length | 7.84 |
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% |
[1919-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
[1724-4] | 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% |
3609-1 | 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 | 6.42 |
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% |
내북-구방 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
청주-진천 | 2 | 2.0% |
진천-광혜원 | 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% |
노암-중흥 | 2 | 2.0% |
내사-덕산 | 2 | 2.0% |
군서-안내 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 38 |
---|---|
Distinct (%) | 38.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.068 |
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 | 4.4029118 |
---|---|
Coefficient of variation (CV) | 0.54572531 |
Kurtosis | 0.67361127 |
Mean | 8.068 |
Median Absolute Deviation (MAD) | 3.45 |
Skewness | 0.82795809 |
Sum | 806.8 |
Variance | 19.385632 |
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% |
15.5 | 4 | 4.0% |
5.0 | 4 | 4.0% |
12.1 | 2 | 2.0% |
7.7 | 2 | 2.0% |
Other values (28) | 56 |
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 | |
11.2 | 2 | |
11.1 | 4 |
측정일
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210601 | |
---|---|
20210602 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210601 |
---|---|
2nd row | 20210601 |
3rd row | 20210601 |
4th row | 20210601 |
5th row | 20210601 |
Common Values
Value | Count | Frequency (%) |
20210601 | 90 | |
20210602 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210601 | 90 | |
20210602 | 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 | 36.803827 |
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 | 0.28415477 |
---|---|
Coefficient of variation (CV) | 0.007720794 |
Kurtosis | -0.38757344 |
Mean | 36.803827 |
Median Absolute Deviation (MAD) | 0.154975 |
Skewness | -0.84677035 |
Sum | 3680.3827 |
Variance | 0.080743931 |
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% |
36.32083 | 2 | 2.0% |
36.83418 | 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 | |
36.32083 | 2 | |
36.3326 | 4 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 | |
36.51373 | 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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73051 |
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 | 0.22676324 |
---|---|
Coefficient of variation (CV) | 0.0017753256 |
Kurtosis | 1.0240897 |
Mean | 127.73051 |
Median Absolute Deviation (MAD) | 0.139235 |
Skewness | 1.0220576 |
Sum | 12773.051 |
Variance | 0.051421567 |
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% |
127.5518 | 2 | 2.0% |
127.61577 | 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 | |
128.10947 | 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 | 8055.1603 |
Minimum | 628.29 |
---|---|
Maximum | 40325.61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 628.29 |
---|---|
5-th percentile | 971.162 |
Q1 | 2910.62 |
median | 5807.45 |
Q3 | 11660.275 |
95-th percentile | 22060.51 |
Maximum | 40325.61 |
Range | 39697.32 |
Interquartile range (IQR) | 8749.655 |
Descriptive statistics
Standard deviation | 7346.7917 |
---|---|
Coefficient of variation (CV) | 0.91206027 |
Kurtosis | 5.7416913 |
Mean | 8055.1603 |
Median Absolute Deviation (MAD) | 4042.49 |
Skewness | 2.0204023 |
Sum | 805516.03 |
Variance | 53975348 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3660.7 | 1 | 1.0% |
6364.74 | 1 | 1.0% |
14186.95 | 1 | 1.0% |
39353.0 | 1 | 1.0% |
40325.61 | 1 | 1.0% |
20447.96 | 1 | 1.0% |
20563.55 | 1 | 1.0% |
1405.53 | 1 | 1.0% |
1228.2 | 1 | 1.0% |
12558.32 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
628.29 | 1 | |
656.42 | 1 | |
860.42 | 1 | |
890.14 | 1 | |
963.98 | 1 | |
971.54 | 1 | |
987.65 | 1 | |
1099.5 | 1 | |
1144.3 | 1 | |
1222.01 | 1 |
Value | Count | Frequency (%) |
40325.61 | 1 | |
39353.0 | 1 | |
25140.32 | 1 | |
23015.08 | 1 | |
22945.73 | 1 | |
22013.92 | 1 | |
20563.55 | 1 | |
20447.96 | 1 | |
17887.7 | 1 | |
17048.7 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13797.064 |
Minimum | 500.02 |
---|---|
Maximum | 82634.76 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 500.02 |
---|---|
5-th percentile | 945.0755 |
Q1 | 3326.165 |
median | 7590.665 |
Q3 | 16387.467 |
95-th percentile | 47228.52 |
Maximum | 82634.76 |
Range | 82134.74 |
Interquartile range (IQR) | 13061.302 |
Descriptive statistics
Standard deviation | 16478.985 |
---|---|
Coefficient of variation (CV) | 1.1943834 |
Kurtosis | 4.8711662 |
Mean | 13797.064 |
Median Absolute Deviation (MAD) | 5850.035 |
Skewness | 2.1033758 |
Sum | 1379706.4 |
Variance | 2.7155694 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4572.39 | 1 | 1.0% |
11009.62 | 1 | 1.0% |
27456.05 | 1 | 1.0% |
80780.2 | 1 | 1.0% |
82634.76 | 1 | 1.0% |
51150.44 | 1 | 1.0% |
49816.71 | 1 | 1.0% |
1694.73 | 1 | 1.0% |
1316.06 | 1 | 1.0% |
31970.77 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
500.02 | 1 | |
641.88 | 1 | |
728.31 | 1 | |
728.38 | 1 | |
903.95 | 1 | |
947.24 | 1 | |
953.85 | 1 | |
1037.0 | 1 | |
1316.06 | 1 | |
1317.48 | 1 |
Value | Count | Frequency (%) |
82634.76 | 1 | |
80780.2 | 1 | |
52947.85 | 1 | |
51150.44 | 1 | |
49816.71 | 1 | |
47092.3 | 1 | |
46120.25 | 1 | |
44653.4 | 1 | |
41821.17 | 1 | |
40645.11 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1506.8376 |
Minimum | 67.28 |
---|---|
Maximum | 8361.34 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 67.28 |
---|---|
5-th percentile | 126.1025 |
Q1 | 425.6025 |
median | 929.835 |
Q3 | 1978.5675 |
95-th percentile | 4818.033 |
Maximum | 8361.34 |
Range | 8294.06 |
Interquartile range (IQR) | 1552.965 |
Descriptive statistics
Standard deviation | 1628.0404 |
---|---|
Coefficient of variation (CV) | 1.0804352 |
Kurtosis | 5.1518788 |
Mean | 1506.8376 |
Median Absolute Deviation (MAD) | 685.725 |
Skewness | 2.0812512 |
Sum | 150683.76 |
Variance | 2650515.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
623.13 | 1 | 1.0% |
1309.89 | 1 | 1.0% |
3007.41 | 1 | 1.0% |
8301.91 | 1 | 1.0% |
8361.34 | 1 | 1.0% |
4873.79 | 1 | 1.0% |
4817.21 | 1 | 1.0% |
234.6 | 1 | 1.0% |
173.68 | 1 | 1.0% |
2747.08 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
67.28 | 1 | |
87.89 | 1 | |
94.71 | 1 | |
95.06 | 1 | |
120.26 | 1 | |
126.41 | 1 | |
136.01 | 1 | |
143.53 | 1 | |
152.76 | 1 | |
173.68 | 1 |
Value | Count | Frequency (%) |
8361.34 | 1 | |
8301.91 | 1 | |
5388.87 | 1 | |
4873.79 | 1 | |
4833.67 | 1 | |
4817.21 | 1 | |
4782.91 | 1 | |
4467.93 | 1 | |
4371.97 | 1 | |
4078.71 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 864.3032 |
Minimum | 42.53 |
---|---|
Maximum | 4980.98 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 42.53 |
---|---|
5-th percentile | 62.0795 |
Q1 | 225.0375 |
median | 450.59 |
Q3 | 1071.72 |
95-th percentile | 2872.5955 |
Maximum | 4980.98 |
Range | 4938.45 |
Interquartile range (IQR) | 846.6825 |
Descriptive statistics
Standard deviation | 997.35206 |
---|---|
Coefficient of variation (CV) | 1.1539377 |
Kurtosis | 4.5711418 |
Mean | 864.3032 |
Median Absolute Deviation (MAD) | 348.1 |
Skewness | 2.032595 |
Sum | 86430.32 |
Variance | 994711.14 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
285.63 | 1 | 1.0% |
720.61 | 1 | 1.0% |
1744.79 | 1 | 1.0% |
4874.18 | 1 | 1.0% |
4980.98 | 1 | 1.0% |
3139.38 | 1 | 1.0% |
3014.25 | 1 | 1.0% |
116.89 | 1 | 1.0% |
90.02 | 1 | 1.0% |
1942.43 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
42.53 | 1 | |
47.1 | 1 | |
48.35 | 1 | |
49.84 | 1 | |
52.0 | 1 | |
62.61 | 1 | |
70.0 | 1 | |
81.33 | 1 | |
87.88 | 1 | |
90.02 | 1 |
Value | Count | Frequency (%) |
4980.98 | 1 | |
4874.18 | 1 | |
3239.8 | 1 | |
3139.38 | 1 | |
3014.25 | 1 | |
2865.14 | 1 | |
2798.12 | 1 | |
2718.54 | 1 | |
2494.66 | 1 | |
2492.59 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2131731.6 |
Minimum | 161587.28 |
---|---|
Maximum | 10974454 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 161587.28 |
---|---|
5-th percentile | 243169.09 |
Q1 | 732564.48 |
median | 1451041.6 |
Q3 | 2855329.7 |
95-th percentile | 6112249.7 |
Maximum | 10974454 |
Range | 10812866 |
Interquartile range (IQR) | 2122765.3 |
Descriptive statistics
Standard deviation | 2043125.3 |
---|---|
Coefficient of variation (CV) | 0.95843459 |
Kurtosis | 5.4443915 |
Mean | 2131731.6 |
Median Absolute Deviation (MAD) | 1078561.4 |
Skewness | 2.0293224 |
Sum | 2.1317316 × 108 |
Variance | 4.1743608 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
846266.15 | 1 | 1.0% |
1558515.49 | 1 | 1.0% |
3746674.72 | 1 | 1.0% |
10699787.59 | 1 | 1.0% |
10974453.58 | 1 | 1.0% |
6112155.35 | 1 | 1.0% |
6067144.45 | 1 | 1.0% |
322848.02 | 1 | 1.0% |
295942.9 | 1 | 1.0% |
4012292.39 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
161587.28 | 1 | |
162695.06 | 1 | |
219750.37 | 1 | |
228854.99 | 1 | |
239809.85 | 1 | |
243345.89 | 1 | |
246428.69 | 1 | |
249102.42 | 1 | |
285882.11 | 1 | |
295942.9 | 1 |
Value | Count | Frequency (%) |
10974453.58 | 1 | |
10699787.59 | 1 | |
7025844.28 | 1 | |
6374486.08 | 1 | |
6114043.2 | 1 | |
6112155.35 | 1 | |
6067144.45 | 1 | |
5811066.77 | 1 | |
5179485.54 | 1 | |
4888496.11 | 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 청주 미원 미원 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 청주 오창 가곡 | 2 | 2.0% |
충북 진천 이월 중산 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 30 | 7.5% |
음성 | 12 | 3.0% |
청주 | 10 | 2.5% |
옥천 | 10 | 2.5% |
증평 | 10 | 2.5% |
보은 | 10 | 2.5% |
진천 | 8 | 2.0% |
신니 | 6 | 1.5% |
노은 | 6 | 1.5% |
Other values (77) | 198 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.990 | 0.000 | 0.990 | 0.592 | 1.000 | 0.806 | 0.629 | 0.625 | 0.639 | 0.600 | 0.574 | 0.625 | 0.990 |
지점 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.970 | 0.956 | 0.968 | 0.946 | 0.970 | 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 | 0.970 | 0.956 | 0.968 | 0.946 | 0.970 | 1.000 |
연장 | 0.592 | 1.000 | 0.000 | 1.000 | 1.000 | 0.179 | 0.704 | 0.536 | 0.620 | 0.530 | 0.625 | 0.458 | 0.624 | 1.000 |
측정일 | 1.000 | 0.107 | 0.000 | 0.107 | 0.179 | 1.000 | 0.170 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.107 |
좌표위치위도 | 0.806 | 1.000 | 0.000 | 1.000 | 0.704 | 0.170 | 1.000 | 0.646 | 0.632 | 0.574 | 0.565 | 0.550 | 0.613 | 1.000 |
좌표위치경도 | 0.629 | 1.000 | 0.000 | 1.000 | 0.536 | 0.000 | 0.646 | 1.000 | 0.464 | 0.313 | 0.446 | 0.303 | 0.506 | 1.000 |
co | 0.625 | 0.970 | 0.000 | 0.970 | 0.620 | 0.000 | 0.632 | 0.464 | 1.000 | 0.950 | 0.980 | 0.945 | 0.995 | 0.970 |
nox | 0.639 | 0.956 | 0.000 | 0.956 | 0.530 | 0.000 | 0.574 | 0.313 | 0.950 | 1.000 | 0.986 | 0.997 | 0.962 | 0.956 |
hc | 0.600 | 0.968 | 0.000 | 0.968 | 0.625 | 0.000 | 0.565 | 0.446 | 0.980 | 0.986 | 1.000 | 0.985 | 0.989 | 0.968 |
pm | 0.574 | 0.946 | 0.000 | 0.946 | 0.458 | 0.000 | 0.550 | 0.303 | 0.945 | 0.997 | 0.985 | 1.000 | 0.958 | 0.946 |
co2 | 0.625 | 0.970 | 0.000 | 0.970 | 0.624 | 0.000 | 0.613 | 0.506 | 0.995 | 0.962 | 0.989 | 0.958 | 1.000 | 0.970 |
주소 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.970 | 0.956 | 0.968 | 0.946 | 0.970 | 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 | 0.145 | 0.294 | -0.086 | 0.335 | 0.386 | 0.381 | 0.389 | 0.355 | 0.699 | 0.000 | 0.699 | 0.958 | 0.699 |
연장 | 0.145 | 1.000 | 0.166 | 0.037 | -0.054 | -0.036 | -0.034 | -0.052 | -0.053 | 0.773 | 0.000 | 0.773 | 0.128 | 0.773 |
좌표위치위도 | 0.294 | 0.166 | 1.000 | 0.342 | 0.401 | 0.506 | 0.500 | 0.507 | 0.401 | 0.782 | 0.000 | 0.782 | 0.121 | 0.782 |
좌표위치경도 | -0.086 | 0.037 | 0.342 | 1.000 | -0.405 | -0.319 | -0.331 | -0.318 | -0.396 | 0.777 | 0.000 | 0.777 | 0.000 | 0.777 |
co | 0.335 | -0.054 | 0.401 | -0.405 | 1.000 | 0.969 | 0.975 | 0.967 | 0.995 | 0.638 | 0.000 | 0.638 | 0.000 | 0.638 |
nox | 0.386 | -0.036 | 0.506 | -0.319 | 0.969 | 1.000 | 0.998 | 0.997 | 0.977 | 0.597 | 0.000 | 0.597 | 0.000 | 0.597 |
hc | 0.381 | -0.034 | 0.500 | -0.331 | 0.975 | 0.998 | 1.000 | 0.995 | 0.981 | 0.629 | 0.000 | 0.629 | 0.000 | 0.629 |
pm | 0.389 | -0.052 | 0.507 | -0.318 | 0.967 | 0.997 | 0.995 | 1.000 | 0.975 | 0.571 | 0.000 | 0.571 | 0.000 | 0.571 |
co2 | 0.355 | -0.053 | 0.401 | -0.396 | 0.995 | 0.977 | 0.981 | 0.975 | 1.000 | 0.638 | 0.000 | 0.638 | 0.000 | 0.638 |
지점 | 0.699 | 0.773 | 0.782 | 0.777 | 0.638 | 0.597 | 0.629 | 0.571 | 0.638 | 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 | 0.638 | 0.597 | 0.629 | 0.571 | 0.638 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 |
측정일 | 0.958 | 0.128 | 0.121 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
주소 | 0.699 | 0.773 | 0.782 | 0.777 | 0.638 | 0.597 | 0.629 | 0.571 | 0.638 | 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 | 20210601 | 0 | 36.88774 | 127.98484 | 3660.7 | 4572.39 | 623.13 | 285.63 | 846266.15 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210601 | 0 | 36.88774 | 127.98484 | 3701.48 | 5156.58 | 656.02 | 336.34 | 875041.71 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210601 | 0 | 36.9979 | 127.72238 | 6889.83 | 9137.35 | 1152.4 | 564.06 | 1704832.17 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210601 | 0 | 36.9979 | 127.72238 | 7322.34 | 11746.31 | 1430.46 | 766.58 | 1788680.55 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210601 | 0 | 36.96342 | 127.86686 | 12600.71 | 14461.74 | 1820.57 | 967.92 | 3087028.24 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210601 | 0 | 36.96342 | 127.86686 | 12638.38 | 14353.0 | 1823.17 | 891.82 | 3095463.75 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210601 | 0 | 37.06589 | 127.60416 | 10675.71 | 15694.28 | 1900.95 | 1063.66 | 2588396.28 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210601 | 0 | 37.06589 | 127.60416 | 11963.87 | 17575.31 | 2178.17 | 1213.29 | 2842057.58 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210601 | 0 | 36.3326 | 127.53139 | 5192.65 | 4619.62 | 632.06 | 273.6 | 1298456.3 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210601 | 0 | 36.3326 | 127.53139 | 5171.65 | 4471.77 | 617.83 | 254.93 | 1295999.58 | 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 | 20210602 | 0 | 36.88774 | 127.98484 | 3314.91 | 3979.92 | 539.1 | 252.41 | 770680.76 | 충북 충주 수안보 중산 |
91 | 92 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210602 | 0 | 36.88774 | 127.98484 | 3428.03 | 4627.21 | 581.99 | 304.69 | 821886.84 | 충북 충주 수안보 중산 |
92 | 93 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210602 | 0 | 36.9979 | 127.72238 | 6288.91 | 8380.38 | 1079.54 | 522.13 | 1529492.31 | 충북 충주 신니 원평 |
93 | 94 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210602 | 0 | 36.9979 | 127.72238 | 7555.88 | 12709.91 | 1541.49 | 831.38 | 1826717.47 | 충북 충주 신니 원평 |
94 | 95 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210602 | 0 | 36.96342 | 127.86686 | 12278.5 | 14297.74 | 1786.71 | 978.87 | 3005606.87 | 충북 충주 대소원 만정 |
95 | 96 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210602 | 0 | 36.96342 | 127.86686 | 12418.42 | 14979.7 | 1857.32 | 937.93 | 3065941.99 | 충북 충주 대소원 만정 |
96 | 97 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210602 | 0 | 37.06589 | 127.60416 | 10627.34 | 16524.02 | 2009.64 | 1147.0 | 2547534.22 | 충북 음성 생극 송곡 |
97 | 98 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210602 | 0 | 37.06589 | 127.60416 | 12043.22 | 18269.37 | 2263.87 | 1282.39 | 2849023.55 | 충북 음성 생극 송곡 |
98 | 99 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210602 | 0 | 36.3326 | 127.53139 | 4794.44 | 4117.57 | 550.78 | 248.99 | 1216583.51 | 충북 옥천 군북 이백 |
99 | 100 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210602 | 0 | 36.3326 | 127.53139 | 5009.87 | 4225.0 | 569.33 | 248.53 | 1271183.67 | 충북 옥천 군북 이백 |