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 8 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 8 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 8 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 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 3 other fields | High correlation |
측정시분 is highly overall correlated with 기본키 | High correlation |
측정시분 is highly imbalanced (67.3%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
co2 has unique values | Unique |
pm has 5 (5.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:37:55.264429 |
---|---|
Analysis finished | 2023-12-10 10:38:12.663012 |
Duration | 17.4 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
도로종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
건기연 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 건기연 |
---|---|
2nd row | 건기연 |
3rd row | 건기연 |
4th row | 건기연 |
5th row | 건기연 |
Common Values
Value | Count | Frequency (%) |
건기연 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건기연 | 100 |
지점
Categorical
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0325-3] | 4 |
[0325-4] | 4 |
[2516-3] | 2 |
[1724-4] | 2 |
Other values (42) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.8 |
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% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[2516-3] | 2 | 2.0% |
[1724-4] | 2 | 2.0% |
[2517-0] | 2 | 2.0% |
[0326-2] | 2 | 2.0% |
[2114-0] | 2 | 2.0% |
[0406-1] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
Other values (37) | 74 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
04009 | 2 | 2.0% |
3709-2 | 2 | 2.0% |
04011 | 2 | 2.0% |
04013 | 2 | 2.0% |
3808-1 | 2 | 2.0% |
3409-1 | 2 | 2.0% |
3412-1 | 2 | 2.0% |
Other values (37) | 74 |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
수안보-충주 | 4 |
---|---|
주덕-충주 | 4 |
오생-장호원 | 4 |
신니-신양 | 4 |
영동-영동IC | 2 |
Other values (41) |
Length
Max length | 13 |
---|---|
Median length | 5 |
Mean length | 6.4 |
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% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
영동-영동IC | 2 | 2.0% |
삼승-보은 | 2 | 2.0% |
대전-옥천 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
제천-신림 | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
일죽-감곡ic | 2 | 2.0% |
목계-산척 | 2 | 2.0% |
장락-쌍용 | 2 | 2.0% |
증평-대사 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
내사-덕산 | 2 | 2.0% |
Other values (36) | 72 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 40 |
---|---|
Distinct (%) | 40.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8 |
Minimum | 1.5 |
---|---|
Maximum | 22.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.5 |
---|---|
5-th percentile | 2.1 |
Q1 | 4.6 |
median | 7.3 |
Q3 | 11.1 |
95-th percentile | 15.2 |
Maximum | 22.4 |
Range | 20.9 |
Interquartile range (IQR) | 6.5 |
Descriptive statistics
Standard deviation | 4.3796591 |
---|---|
Coefficient of variation (CV) | 0.54745739 |
Kurtosis | 0.70458968 |
Mean | 8 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 0.81457129 |
Sum | 800 |
Variance | 19.181414 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.0 | 4 | 4.0% |
5.4 | 4 | 4.0% |
3.6 | 4 | 4.0% |
12.3 | 4 | 4.0% |
8.8 | 4 | 4.0% |
3.4 | 4 | 4.0% |
11.0 | 2 | 2.0% |
6.4 | 2 | 2.0% |
11.1 | 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 | |
14.5 | 2 | |
14.4 | 2 | |
13.9 | 2 | |
13.6 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.4 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210401 |
---|
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210401 | 100 |
측정시분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
15 | 6 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.06 |
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 | 94 | |
15 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 94 | |
15 | 6 | 6.0% |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.806053 |
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 | 36.90117 |
Q3 | 37.02646 |
95-th percentile | 37.15606 |
Maximum | 37.19998 |
Range | 1.09471 |
Interquartile range (IQR) | 0.4004 |
Descriptive statistics
Standard deviation | 0.28794885 |
---|---|
Coefficient of variation (CV) | 0.0078234103 |
Kurtosis | -0.39433435 |
Mean | 36.806053 |
Median Absolute Deviation (MAD) | 0.140375 |
Skewness | -0.84925023 |
Sum | 3680.6053 |
Variance | 0.082914542 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.88774 | 4 | 4.0% |
36.96342 | 4 | 4.0% |
36.9979 | 4 | 4.0% |
37.19998 | 2 | 2.0% |
37.05585 | 2 | 2.0% |
36.7919 | 2 | 2.0% |
36.80475 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.9327 | 2 | 2.0% |
Other values (37) | 74 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.28264 | 2 | |
36.32083 | 2 | |
36.3326 | 2 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 |
Value | Count | Frequency (%) |
37.19998 | 2 | |
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 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.74166 |
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 | 0.23121984 |
---|---|
Coefficient of variation (CV) | 0.0018100582 |
Kurtosis | 0.66968115 |
Mean | 127.74166 |
Median Absolute Deviation (MAD) | 0.139235 |
Skewness | 0.9270489 |
Sum | 12774.166 |
Variance | 0.053462614 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.98484 | 4 | 4.0% |
127.86686 | 4 | 4.0% |
127.72238 | 4 | 4.0% |
127.61191 | 2 | 2.0% |
127.84924 | 2 | 2.0% |
127.6034 | 2 | 2.0% |
127.64739 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.66697 | 2 | 2.0% |
Other values (37) | 74 |
Value | Count | Frequency (%) |
127.37509 | 2 | |
127.38986 | 2 | |
127.44767 | 2 | |
127.46142 | 2 | |
127.47145 | 2 | |
127.48385 | 2 | |
127.52268 | 2 | |
127.53139 | 2 | |
127.53503 | 2 | |
127.5518 | 2 |
Value | Count | Frequency (%) |
128.39227 | 2 | |
128.33167 | 2 | |
128.27212 | 2 | |
128.11702 | 2 | |
128.10947 | 2 | |
127.98484 | 4 | |
127.95441 | 2 | |
127.95118 | 2 | |
127.92804 | 2 | |
127.91705 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.1177 |
Minimum | 0 |
---|---|
Maximum | 939.62 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.7695 |
Q1 | 9.79 |
median | 36.865 |
Q3 | 103.1 |
95-th percentile | 457.71 |
Maximum | 939.62 |
Range | 939.62 |
Interquartile range (IQR) | 93.31 |
Descriptive statistics
Standard deviation | 164.91293 |
---|---|
Coefficient of variation (CV) | 1.7521989 |
Kurtosis | 12.966677 |
Mean | 94.1177 |
Median Absolute Deviation (MAD) | 32.575 |
Skewness | 3.4421417 |
Sum | 9411.77 |
Variance | 27196.273 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19.09 | 1 | 1.0% |
6.53 | 1 | 1.0% |
468.73 | 1 | 1.0% |
0.65 | 1 | 1.0% |
5.56 | 1 | 1.0% |
101.88 | 1 | 1.0% |
122.6 | 1 | 1.0% |
36.81 | 1 | 1.0% |
34.12 | 1 | 1.0% |
26.67 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.52 | 1 | |
0.65 | 1 | |
1.3 | 1 | |
1.57 | 1 | |
1.78 | 1 | |
2.03 | 1 | |
3.28 | 1 | |
3.31 | 1 | |
3.36 | 1 |
Value | Count | Frequency (%) |
939.62 | 1 | |
900.29 | 1 | |
605.72 | 1 | |
552.9 | 1 | |
468.73 | 1 | |
457.13 | 1 | |
445.33 | 1 | |
370.16 | 1 | |
193.72 | 1 | |
161.62 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 191.0132 |
Minimum | 0 |
---|---|
Maximum | 2041.7 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.305 |
Q1 | 6.1675 |
median | 38.595 |
Q3 | 119.855 |
95-th percentile | 1257.9505 |
Maximum | 2041.7 |
Range | 2041.7 |
Interquartile range (IQR) | 113.6875 |
Descriptive statistics
Standard deviation | 413.58883 |
---|---|
Coefficient of variation (CV) | 2.1652369 |
Kurtosis | 9.2136112 |
Mean | 191.0132 |
Median Absolute Deviation (MAD) | 35.905 |
Skewness | 3.1173713 |
Sum | 19101.32 |
Variance | 171055.72 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.57 | 2 | 2.0% |
97.48 | 2 | 2.0% |
2.64 | 2 | 2.0% |
0.83 | 1 | 1.0% |
1244.12 | 1 | 1.0% |
1574.1 | 1 | 1.0% |
0.32 | 1 | 1.0% |
274.42 | 1 | 1.0% |
163.69 | 1 | 1.0% |
67.91 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.28 | 1 | |
0.32 | 1 | |
0.64 | 1 | |
0.83 | 1 | |
1.33 | 1 | |
1.41 | 1 | |
1.96 | 1 | |
2.06 | 1 | |
2.16 | 1 |
Value | Count | Frequency (%) |
2041.7 | 1 | |
1976.23 | 1 | |
1574.1 | 1 | |
1451.24 | 1 | |
1340.8 | 1 | |
1253.59 | 1 | |
1244.12 | 1 | |
1229.34 | 1 | |
493.67 | 1 | |
377.34 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.5958 |
Minimum | 0 |
---|---|
Maximum | 211.36 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1775 |
Q1 | 0.915 |
median | 5.485 |
Q3 | 15.5725 |
95-th percentile | 117.111 |
Maximum | 211.36 |
Range | 211.36 |
Interquartile range (IQR) | 14.6575 |
Descriptive statistics
Standard deviation | 39.082871 |
---|---|
Coefficient of variation (CV) | 1.9944514 |
Kurtosis | 11.141395 |
Mean | 19.5958 |
Median Absolute Deviation (MAD) | 5.06 |
Skewness | 3.2873514 |
Sum | 1959.58 |
Variance | 1527.4708 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.6 | 2 | 2.0% |
0.32 | 2 | 2.0% |
6.95 | 2 | 2.0% |
2.6 | 1 | 1.0% |
7.29 | 1 | 1.0% |
92.15 | 1 | 1.0% |
116.78 | 1 | 1.0% |
0.06 | 1 | 1.0% |
0.53 | 1 | 1.0% |
23.83 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.04 | 1 | |
0.06 | 1 | |
0.12 | 1 | |
0.13 | 1 | |
0.18 | 1 | |
0.21 | 1 | |
0.31 | 1 | |
0.32 | 2 | |
0.36 | 1 |
Value | Count | Frequency (%) |
211.36 | 1 | |
199.98 | 1 | |
142.21 | 1 | |
127.59 | 1 | |
123.4 | 1 | |
116.78 | 1 | |
114.66 | 1 | |
92.15 | 1 | |
50.65 | 1 | |
41.03 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 82 |
---|---|
Distinct (%) | 82.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.9355 |
Minimum | 0 |
---|---|
Maximum | 124.34 |
Zeros | 5 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1235 |
Q1 | 0.52 |
median | 2.67 |
Q3 | 7.2625 |
95-th percentile | 78.0705 |
Maximum | 124.34 |
Range | 124.34 |
Interquartile range (IQR) | 6.7425 |
Descriptive statistics
Standard deviation | 25.523183 |
---|---|
Coefficient of variation (CV) | 2.138426 |
Kurtosis | 9.0161776 |
Mean | 11.9355 |
Median Absolute Deviation (MAD) | 2.4 |
Skewness | 3.0901752 |
Sum | 1193.55 |
Variance | 651.4329 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 5 | 5.0% |
0.13 | 5 | 5.0% |
0.14 | 4 | 4.0% |
0.27 | 4 | 4.0% |
0.4 | 3 | 3.0% |
6.38 | 2 | 2.0% |
0.52 | 2 | 2.0% |
17.02 | 1 | 1.0% |
124.34 | 1 | 1.0% |
83.4 | 1 | 1.0% |
Other values (72) | 72 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.13 | 5 | |
0.14 | 4 | |
0.27 | 4 | |
0.28 | 1 | 1.0% |
0.4 | 3 | |
0.41 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.52 | 2 | 2.0% |
0.54 | 1 | 1.0% |
Value | Count | Frequency (%) |
124.34 | 1 | |
122.23 | 1 | |
96.86 | 1 | |
90.72 | 1 | |
83.4 | 1 | |
77.79 | 1 | |
77.57 | 1 | |
75.33 | 1 | |
31.01 | 1 | |
24.65 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 25540.484 |
Minimum | 0 |
---|---|
Maximum | 248961.46 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 460.577 |
Q1 | 2599.275 |
median | 8996.71 |
Q3 | 25760.135 |
95-th percentile | 140430.23 |
Maximum | 248961.46 |
Range | 248961.46 |
Interquartile range (IQR) | 23160.86 |
Descriptive statistics
Standard deviation | 47287.026 |
---|---|
Coefficient of variation (CV) | 1.8514538 |
Kurtosis | 10.762256 |
Mean | 25540.484 |
Median Absolute Deviation (MAD) | 7732.83 |
Skewness | 3.2463868 |
Sum | 2554048.4 |
Variance | 2.2360628 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4614.06 | 1 | 1.0% |
1563.06 | 1 | 1.0% |
158331.96 | 1 | 1.0% |
153.68 | 1 | 1.0% |
1469.32 | 1 | 1.0% |
33347.13 | 1 | 1.0% |
26665.5 | 1 | 1.0% |
10214.65 | 1 | 1.0% |
7476.66 | 1 | 1.0% |
7066.05 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
0.0 | 1 | |
138.68 | 1 | |
153.68 | 1 | |
307.36 | 1 | |
416.06 | 1 | |
462.92 | 1 | |
492.91 | 1 | |
794.65 | 1 | |
873.34 | 1 | |
878.97 | 1 |
Value | Count | Frequency (%) |
248961.46 | 1 | |
247631.97 | 1 | |
175411.32 | 1 | |
158331.96 | 1 | |
152493.59 | 1 | |
139795.32 | 1 | |
136991.64 | 1 | |
129335.86 | 1 | |
55642.3 | 1 | |
42570.55 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 47.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 충주 신니 원평 | 4 |
충북 충주 대소원 만정 | 4 |
충북 보은 탄부 상장 | 2 |
충북 진천 이월 중산 | 2 |
Other values (42) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 11.1 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충북 충주 수안보 중산 |
---|---|
2nd row | 충북 충주 수안보 중산 |
3rd row | 충북 충주 신니 원평 |
4th row | 충북 충주 신니 원평 |
5th row | 충북 충주 대소원 만정 |
Common Values
Value | Count | Frequency (%) |
충북 충주 수안보 중산 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 보은 탄부 상장 | 2 | 2.0% |
충북 진천 이월 중산 | 2 | 2.0% |
충북 보은 수한 후평 | 2 | 2.0% |
충북 음성 생극 송곡 | 2 | 2.0% |
충북 음성 생극 병암 | 2 | 2.0% |
충북 옥천 군북 이백 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
Other values (37) | 74 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
음성 | 16 | 4.0% |
보은 | 10 | 2.5% |
청주 | 10 | 2.5% |
옥천 | 10 | 2.5% |
진천 | 8 | 2.0% |
증평 | 8 | 2.0% |
영동 | 6 | 1.5% |
신니 | 6 | 1.5% |
Other values (80) | 198 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.993 | 0.000 | 0.994 | 0.571 | 0.893 | 0.803 | 0.626 | 0.580 | 0.644 | 0.675 | 0.671 | 0.567 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.900 | 0.919 | 0.959 | 0.926 | 0.906 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.994 | 1.000 | 0.000 | 1.000 | 1.000 | 0.228 | 1.000 | 1.000 | 0.903 | 0.921 | 0.960 | 0.927 | 0.909 | 1.000 |
연장 | 0.571 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.660 | 0.559 | 0.478 | 0.144 | 0.327 | 0.113 | 0.314 | 1.000 |
측정시분 | 0.893 | 0.147 | 0.000 | 0.228 | 0.096 | 1.000 | 0.000 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 |
좌표위치위도 | 0.803 | 1.000 | 0.000 | 1.000 | 0.660 | 0.000 | 1.000 | 0.604 | 0.603 | 0.550 | 0.611 | 0.551 | 0.595 | 1.000 |
좌표위치경도 | 0.626 | 1.000 | 0.000 | 1.000 | 0.559 | 0.106 | 0.604 | 1.000 | 0.239 | 0.226 | 0.279 | 0.234 | 0.307 | 1.000 |
co | 0.580 | 0.900 | 0.000 | 0.903 | 0.478 | 0.000 | 0.603 | 0.239 | 1.000 | 0.949 | 0.980 | 0.952 | 0.971 | 0.900 |
nox | 0.644 | 0.919 | 0.000 | 0.921 | 0.144 | 0.000 | 0.550 | 0.226 | 0.949 | 1.000 | 0.941 | 1.000 | 0.953 | 0.919 |
hc | 0.675 | 0.959 | 0.000 | 0.960 | 0.327 | 0.000 | 0.611 | 0.279 | 0.980 | 0.941 | 1.000 | 0.946 | 0.988 | 0.959 |
pm | 0.671 | 0.926 | 0.000 | 0.927 | 0.113 | 0.000 | 0.551 | 0.234 | 0.952 | 1.000 | 0.946 | 1.000 | 0.950 | 0.926 |
co2 | 0.567 | 0.906 | 0.000 | 0.909 | 0.314 | 0.000 | 0.595 | 0.307 | 0.971 | 0.953 | 0.988 | 0.950 | 1.000 | 0.906 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.900 | 0.919 | 0.959 | 0.926 | 0.906 | 1.000 |
지점 | 측정구간 | 방향 | 주소 | 측정시분 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정구간 | 0.991 | 1.000 | 0.000 | 0.991 | 0.117 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
주소 | 1.000 | 0.991 | 0.000 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.117 | 0.000 | 0.059 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 지점 | 방향 | 측정구간 | 측정시분 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.104 | 0.186 | -0.072 | 0.355 | 0.382 | 0.377 | 0.380 | 0.366 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.104 | 1.000 | 0.201 | 0.109 | -0.032 | -0.017 | -0.032 | -0.015 | -0.019 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.186 | 0.201 | 1.000 | 0.362 | 0.215 | 0.293 | 0.286 | 0.300 | 0.224 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.072 | 0.109 | 0.362 | 1.000 | -0.420 | -0.370 | -0.383 | -0.371 | -0.408 | 0.763 | 0.000 | 0.770 | 0.098 | 0.763 |
co | 0.355 | -0.032 | 0.215 | -0.420 | 1.000 | 0.981 | 0.986 | 0.974 | 0.997 | 0.465 | 0.000 | 0.476 | 0.000 | 0.465 |
nox | 0.382 | -0.017 | 0.293 | -0.370 | 0.981 | 1.000 | 0.997 | 0.996 | 0.986 | 0.519 | 0.000 | 0.529 | 0.000 | 0.519 |
hc | 0.377 | -0.032 | 0.286 | -0.383 | 0.986 | 0.997 | 1.000 | 0.993 | 0.987 | 0.597 | 0.000 | 0.606 | 0.000 | 0.597 |
pm | 0.380 | -0.015 | 0.300 | -0.371 | 0.974 | 0.996 | 0.993 | 1.000 | 0.980 | 0.531 | 0.000 | 0.541 | 0.000 | 0.531 |
co2 | 0.366 | -0.019 | 0.224 | -0.408 | 0.997 | 0.986 | 0.987 | 0.980 | 1.000 | 0.488 | 0.000 | 0.499 | 0.000 | 0.488 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.465 | 0.519 | 0.597 | 0.531 | 0.488 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.726 | 0.766 | 0.775 | 0.770 | 0.476 | 0.529 | 0.606 | 0.541 | 0.499 | 0.991 | 0.000 | 1.000 | 0.117 | 0.991 |
측정시분 | 0.699 | 0.064 | 0.000 | 0.098 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.117 | 1.000 | 0.059 |
주소 | 0.718 | 0.759 | 0.767 | 0.763 | 0.465 | 0.519 | 0.597 | 0.531 | 0.488 | 1.000 | 0.000 | 0.991 | 0.059 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210401 | 0 | 36.88774 | 127.98484 | 19.09 | 20.58 | 2.6 | 1.4 | 4614.06 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210401 | 0 | 36.88774 | 127.98484 | 12.69 | 11.9 | 1.79 | 0.82 | 3123.68 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210401 | 0 | 36.9979 | 127.72238 | 67.59 | 93.98 | 12.64 | 6.38 | 15334.92 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210401 | 0 | 36.9979 | 127.72238 | 74.12 | 90.18 | 13.39 | 6.27 | 16467.4 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210401 | 0 | 36.96342 | 127.86686 | 99.06 | 97.48 | 13.73 | 6.52 | 22403.99 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210401 | 0 | 36.96342 | 127.86686 | 134.94 | 119.3 | 16.48 | 7.27 | 31146.16 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210401 | 0 | 37.06589 | 127.60416 | 41.15 | 48.87 | 6.95 | 3.38 | 8838.3 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210401 | 0 | 37.06589 | 127.60416 | 42.77 | 52.01 | 7.77 | 3.96 | 9588.46 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210401 | 0 | 37.02646 | 127.60462 | 28.2 | 37.24 | 5.0 | 2.73 | 6456.15 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210401 | 0 | 37.02646 | 127.60462 | 35.43 | 47.83 | 6.09 | 3.56 | 8029.89 | 충북 음성 생극 병암 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [04013] | 1 | 노은JCT-동충주IC | 12.3 | 20210401 | 0 | 37.05585 | 127.84924 | 89.73 | 241.34 | 23.92 | 14.88 | 25911.53 | 충북 충주 노은 신효 |
91 | 92 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210401 | 0 | 37.05585 | 127.84924 | 109.0 | 318.76 | 29.85 | 19.49 | 32834.03 | 충북 충주 노은 신효 |
92 | 93 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210401 | 0 | 37.19998 | 127.61191 | 605.72 | 1451.24 | 142.21 | 90.72 | 175411.32 | 충북 음성 감곡 상우 |
93 | 94 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210401 | 0 | 37.19998 | 127.61191 | 552.9 | 1253.59 | 127.59 | 77.57 | 152493.59 | 충북 음성 감곡 상우 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210401 | 15 | 36.88774 | 127.98484 | 13.85 | 13.05 | 1.48 | 0.83 | 3523.24 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210401 | 15 | 36.88774 | 127.98484 | 9.4 | 6.1 | 0.9 | 0.52 | 2537.01 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210401 | 15 | 36.9979 | 127.72238 | 69.54 | 94.94 | 12.81 | 6.38 | 15795.97 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210401 | 15 | 36.9979 | 127.72238 | 79.5 | 81.75 | 12.62 | 5.38 | 17297.92 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210401 | 15 | 36.96342 | 127.86686 | 84.96 | 76.87 | 11.22 | 5.06 | 19728.99 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210401 | 15 | 36.96342 | 127.86686 | 139.25 | 121.52 | 16.65 | 7.26 | 32156.81 | 충북 충주 대소원 만정 |