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=3b05abd0-4b5a-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 6 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 8 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 6 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 4 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 3 other fields | High correlation |
pm is highly overall correlated with co and 4 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 |
pm has 4 (4.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 21:37:47.941151 |
---|---|
Analysis finished | 2024-04-16 21:37:54.937381 |
Duration | 7 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 |
1 | |
---|---|
2 | 6 |
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 | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 94 | |
2 | 6 | 6.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 94 | |
2 | 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
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 67.6706 |
Minimum | 0.65 |
---|---|
Maximum | 617.74 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.65 |
---|---|
5-th percentile | 1.722 |
Q1 | 7.0725 |
median | 28 |
Q3 | 70.225 |
95-th percentile | 357.548 |
Maximum | 617.74 |
Range | 617.09 |
Interquartile range (IQR) | 63.1525 |
Descriptive statistics
Standard deviation | 121.07415 |
---|---|
Coefficient of variation (CV) | 1.7891692 |
Kurtosis | 10.28446 |
Mean | 67.6706 |
Median Absolute Deviation (MAD) | 23.375 |
Skewness | 3.2075907 |
Sum | 6767.06 |
Variance | 14658.95 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.65 | 3 | 3.0% |
2.68 | 2 | 2.0% |
11.93 | 1 | 1.0% |
3.28 | 1 | 1.0% |
392.28 | 1 | 1.0% |
3.36 | 1 | 1.0% |
98.18 | 1 | 1.0% |
65.53 | 1 | 1.0% |
29.91 | 1 | 1.0% |
26.72 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.65 | 3 | |
1.38 | 1 | 1.0% |
1.57 | 1 | 1.0% |
1.73 | 1 | 1.0% |
2.31 | 1 | 1.0% |
2.63 | 1 | 1.0% |
2.68 | 2 | |
2.78 | 1 | 1.0% |
3.04 | 1 | 1.0% |
3.27 | 1 | 1.0% |
Value | Count | Frequency (%) |
617.74 | 1 | |
613.48 | 1 | |
527.57 | 1 | |
419.45 | 1 | |
392.28 | 1 | |
355.72 | 1 | |
335.82 | 1 | |
314.36 | 1 | |
133.96 | 1 | |
109.65 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 145.1828 |
Minimum | 0.32 |
---|---|
Maximum | 1494.01 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.32 |
---|---|
5-th percentile | 1.223 |
Q1 | 4.2075 |
median | 34.175 |
Q3 | 91.1075 |
95-th percentile | 981.27 |
Maximum | 1494.01 |
Range | 1493.69 |
Interquartile range (IQR) | 86.9 |
Descriptive statistics
Standard deviation | 316.13232 |
---|---|
Coefficient of variation (CV) | 2.1774778 |
Kurtosis | 8.6305885 |
Mean | 145.1828 |
Median Absolute Deviation (MAD) | 31.455 |
Skewness | 3.0699162 |
Sum | 14518.28 |
Variance | 99939.646 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.32 | 3 | 3.0% |
1.73 | 2 | 2.0% |
10.77 | 1 | 1.0% |
1.96 | 1 | 1.0% |
1310.88 | 1 | 1.0% |
2.16 | 1 | 1.0% |
263.88 | 1 | 1.0% |
94.34 | 1 | 1.0% |
62.03 | 1 | 1.0% |
48.78 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.32 | 3 | |
0.83 | 1 | 1.0% |
1.09 | 1 | 1.0% |
1.23 | 1 | 1.0% |
1.6 | 1 | 1.0% |
1.64 | 1 | 1.0% |
1.73 | 2 | |
1.79 | 1 | 1.0% |
1.96 | 1 | 1.0% |
2.01 | 1 | 1.0% |
Value | Count | Frequency (%) |
1494.01 | 1 | |
1420.06 | 1 | |
1310.88 | 1 | |
1164.98 | 1 | |
1076.08 | 1 | |
976.28 | 1 | |
940.88 | 1 | |
930.96 | 1 | |
305.57 | 1 | |
286.76 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.5595 |
Minimum | 0.06 |
---|---|
Maximum | 145.16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.06 |
---|---|
5-th percentile | 0.179 |
Q1 | 0.69 |
median | 4.665 |
Q3 | 11.5225 |
95-th percentile | 90.28 |
Maximum | 145.16 |
Range | 145.1 |
Interquartile range (IQR) | 10.8325 |
Descriptive statistics
Standard deviation | 29.253749 |
---|---|
Coefficient of variation (CV) | 2.009255 |
Kurtosis | 9.6132184 |
Mean | 14.5595 |
Median Absolute Deviation (MAD) | 4.245 |
Skewness | 3.1526261 |
Sum | 1455.95 |
Variance | 855.78182 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.06 | 3 | 3.0% |
0.32 | 2 | 2.0% |
0.27 | 2 | 2.0% |
0.26 | 2 | 2.0% |
0.3 | 1 | 1.0% |
82.29 | 1 | 1.0% |
97.11 | 1 | 1.0% |
22.46 | 1 | 1.0% |
12.34 | 1 | 1.0% |
5.81 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
0.06 | 3 | |
0.13 | 1 | 1.0% |
0.16 | 1 | 1.0% |
0.18 | 1 | 1.0% |
0.23 | 1 | 1.0% |
0.26 | 2 | |
0.27 | 2 | |
0.3 | 1 | 1.0% |
0.32 | 2 | |
0.33 | 1 | 1.0% |
Value | Count | Frequency (%) |
145.16 | 1 | |
143.64 | 1 | |
121.05 | 1 | |
97.11 | 1 | |
96.74 | 1 | |
89.94 | 1 | |
83.61 | 1 | |
82.29 | 1 | |
32.99 | 1 | |
27.04 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 78 |
---|---|
Distinct (%) | 78.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.1038 |
Minimum | 0 |
---|---|
Maximum | 93.67 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.3775 |
median | 2.18 |
Q3 | 5.5725 |
95-th percentile | 59.624 |
Maximum | 93.67 |
Range | 93.67 |
Interquartile range (IQR) | 5.195 |
Descriptive statistics
Standard deviation | 19.586025 |
---|---|
Coefficient of variation (CV) | 2.151412 |
Kurtosis | 8.714188 |
Mean | 9.1038 |
Median Absolute Deviation (MAD) | 1.985 |
Skewness | 3.0749313 |
Sum | 910.38 |
Variance | 383.61237 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 7 | 7.0% |
0.14 | 6 | 6.0% |
0.0 | 4 | 4.0% |
0.27 | 4 | 4.0% |
0.28 | 4 | 4.0% |
0.84 | 2 | 2.0% |
0.79 | 2 | 2.0% |
66.92 | 1 | 1.0% |
88.17 | 1 | 1.0% |
93.67 | 1 | 1.0% |
Other values (68) | 68 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.13 | 7 | |
0.14 | 6 | |
0.27 | 4 | |
0.28 | 4 | |
0.41 | 1 | 1.0% |
0.54 | 1 | 1.0% |
0.55 | 1 | 1.0% |
0.67 | 1 | 1.0% |
0.79 | 2 | 2.0% |
Value | Count | Frequency (%) |
93.67 | 1 | |
88.17 | 1 | |
81.12 | 1 | |
72.04 | 1 | |
66.92 | 1 | |
59.24 | 1 | |
58.01 | 1 | |
57.66 | 1 | |
19.52 | 1 | |
17.77 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18550.81 |
Minimum | 153.68 |
---|---|
Maximum | 175700.82 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 153.68 |
---|---|
5-th percentile | 455.2285 |
Q1 | 1709.2275 |
median | 6694.105 |
Q3 | 17342.595 |
95-th percentile | 110788.44 |
Maximum | 175700.82 |
Range | 175547.14 |
Interquartile range (IQR) | 15633.368 |
Descriptive statistics
Standard deviation | 35235.863 |
---|---|
Coefficient of variation (CV) | 1.8994245 |
Kurtosis | 9.2757027 |
Mean | 18550.81 |
Median Absolute Deviation (MAD) | 5661.46 |
Skewness | 3.1180718 |
Sum | 1855081 |
Variance | 1.241566 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
153.68 | 3 | 3.0% |
646.6 | 2 | 2.0% |
2668.32 | 1 | 1.0% |
794.65 | 1 | 1.0% |
130598.62 | 1 | 1.0% |
878.97 | 1 | 1.0% |
32007.7 | 1 | 1.0% |
14729.33 | 1 | 1.0% |
8656.96 | 1 | 1.0% |
6706.9 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
153.68 | 3 | |
339.23 | 1 | 1.0% |
416.06 | 1 | 1.0% |
457.29 | 1 | 1.0% |
601.6 | 1 | 1.0% |
640.96 | 1 | 1.0% |
646.6 | 2 | |
734.66 | 1 | 1.0% |
787.16 | 1 | 1.0% |
794.65 | 1 | 1.0% |
Value | Count | Frequency (%) |
175700.82 | 1 | |
169002.2 | 1 | |
142342.2 | 1 | |
130598.62 | 1 | |
112935.33 | 1 | |
110675.45 | 1 | |
107811.5 | 1 | |
99543.97 | 1 | |
34712.69 | 1 | |
32007.7 | 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 | 0.576 | 0.565 | 0.651 | 0.596 | 0.506 | 0.993 |
지점 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.910 | 0.915 | 0.878 | 0.911 | 0.863 | 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 | 0.913 | 0.918 | 0.883 | 0.914 | 0.869 | 1.000 |
연장 | 0.571 | 1.000 | 0.000 | 1.000 | 1.000 | 0.096 | 0.660 | 0.559 | 0.279 | 0.235 | 0.085 | 0.201 | 0.346 | 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 | 0.589 | 0.497 | 0.553 | 0.496 | 0.547 | 1.000 |
좌표위치경도 | 0.626 | 1.000 | 0.000 | 1.000 | 0.559 | 0.106 | 0.604 | 1.000 | 0.332 | 0.144 | 0.000 | 0.102 | 0.000 | 1.000 |
co | 0.576 | 0.910 | 0.000 | 0.913 | 0.279 | 0.000 | 0.589 | 0.332 | 1.000 | 0.988 | 0.996 | 0.988 | 0.986 | 0.910 |
nox | 0.565 | 0.915 | 0.000 | 0.918 | 0.235 | 0.000 | 0.497 | 0.144 | 0.988 | 1.000 | 0.992 | 1.000 | 0.986 | 0.915 |
hc | 0.651 | 0.878 | 0.000 | 0.883 | 0.085 | 0.000 | 0.553 | 0.000 | 0.996 | 0.992 | 1.000 | 0.993 | 0.984 | 0.878 |
pm | 0.596 | 0.911 | 0.000 | 0.914 | 0.201 | 0.000 | 0.496 | 0.102 | 0.988 | 1.000 | 0.993 | 1.000 | 0.985 | 0.911 |
co2 | 0.506 | 0.863 | 0.000 | 0.869 | 0.346 | 0.000 | 0.547 | 0.000 | 0.986 | 0.986 | 0.984 | 0.985 | 1.000 | 0.863 |
주소 | 0.993 | 1.000 | 0.000 | 1.000 | 1.000 | 0.147 | 1.000 | 1.000 | 0.910 | 0.915 | 0.878 | 0.911 | 0.863 | 1.000 |
주소 | 방향 | 측정구간 | 지점 | 측정시분 | |
---|---|---|---|---|---|
주소 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
방향 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.991 | 0.000 | 1.000 | 0.991 | 0.117 |
지점 | 1.000 | 0.000 | 0.991 | 1.000 | 0.059 |
측정시분 | 0.059 | 0.000 | 0.117 | 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 | 0.305 | 0.336 | 0.336 | 0.326 | 0.328 | 0.718 | 0.000 | 0.726 | 0.699 | 0.718 |
연장 | 0.104 | 1.000 | 0.201 | 0.109 | -0.024 | -0.018 | -0.015 | -0.020 | -0.024 | 0.759 | 0.000 | 0.766 | 0.064 | 0.759 |
좌표위치위도 | 0.186 | 0.201 | 1.000 | 0.362 | 0.261 | 0.331 | 0.329 | 0.346 | 0.271 | 0.767 | 0.000 | 0.775 | 0.000 | 0.767 |
좌표위치경도 | -0.072 | 0.109 | 0.362 | 1.000 | -0.403 | -0.352 | -0.359 | -0.353 | -0.394 | 0.763 | 0.000 | 0.770 | 0.098 | 0.763 |
co | 0.305 | -0.024 | 0.261 | -0.403 | 1.000 | 0.982 | 0.987 | 0.973 | 0.997 | 0.495 | 0.000 | 0.506 | 0.000 | 0.495 |
nox | 0.336 | -0.018 | 0.331 | -0.352 | 0.982 | 1.000 | 0.997 | 0.995 | 0.988 | 0.505 | 0.000 | 0.516 | 0.000 | 0.505 |
hc | 0.336 | -0.015 | 0.329 | -0.359 | 0.987 | 0.997 | 1.000 | 0.991 | 0.989 | 0.446 | 0.000 | 0.458 | 0.000 | 0.446 |
pm | 0.326 | -0.020 | 0.346 | -0.353 | 0.973 | 0.995 | 0.991 | 1.000 | 0.978 | 0.498 | 0.000 | 0.508 | 0.000 | 0.498 |
co2 | 0.328 | -0.024 | 0.271 | -0.394 | 0.997 | 0.988 | 0.989 | 0.978 | 1.000 | 0.430 | 0.000 | 0.442 | 0.000 | 0.430 |
지점 | 0.718 | 0.759 | 0.767 | 0.763 | 0.495 | 0.505 | 0.446 | 0.498 | 0.430 | 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 | 0.506 | 0.516 | 0.458 | 0.508 | 0.442 | 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 | 0.495 | 0.505 | 0.446 | 0.498 | 0.430 | 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 | 1 | 36.88774 | 127.98484 | 11.93 | 10.77 | 1.69 | 0.67 | 2668.32 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210401 | 1 | 36.88774 | 127.98484 | 12.28 | 11.77 | 1.82 | 0.86 | 2736.37 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210401 | 1 | 36.9979 | 127.72238 | 37.76 | 53.09 | 7.44 | 3.63 | 8076.44 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210401 | 1 | 36.9979 | 127.72238 | 64.81 | 100.34 | 13.06 | 6.55 | 14322.72 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210401 | 1 | 36.96342 | 127.86686 | 69.0 | 76.95 | 9.99 | 5.4 | 16406.37 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210401 | 1 | 36.96342 | 127.86686 | 88.78 | 80.59 | 11.25 | 4.65 | 20275.61 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210401 | 1 | 37.06589 | 127.60416 | 31.83 | 40.42 | 5.64 | 2.82 | 6720.28 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210401 | 1 | 37.06589 | 127.60416 | 34.29 | 51.09 | 7.06 | 3.71 | 7500.85 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [2114-0] | 1 | 오생-장호원 | 3.6 | 20210401 | 1 | 37.02646 | 127.60462 | 21.41 | 30.17 | 4.05 | 2.23 | 4765.14 | 충북 음성 생극 병암 |
9 | 10 | 건기연 | [2114-0] | 2 | 오생-장호원 | 3.6 | 20210401 | 1 | 37.02646 | 127.60462 | 28.14 | 34.26 | 4.7 | 2.5 | 6086.72 | 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 | 1 | 37.05585 | 127.84924 | 81.94 | 247.19 | 23.25 | 15.24 | 25109.8 | 충북 충주 노은 신효 |
91 | 92 | 건기연 | [04013] | 2 | 노은JCT-동충주IC | 12.3 | 20210401 | 1 | 37.05585 | 127.84924 | 93.55 | 286.76 | 25.7 | 17.77 | 29442.8 | 충북 충주 노은 신효 |
92 | 93 | 건기연 | [04511] | 1 | 감곡IC-여주JCT | 14.5 | 20210401 | 1 | 37.19998 | 127.61191 | 527.57 | 1164.98 | 121.05 | 72.04 | 142342.2 | 충북 음성 감곡 상우 |
93 | 94 | 건기연 | [04511] | 2 | 감곡IC-여주JCT | 14.5 | 20210401 | 1 | 37.19998 | 127.61191 | 419.45 | 930.96 | 96.74 | 57.66 | 112935.33 | 충북 음성 감곡 상우 |
94 | 95 | 건기연 | [0324-1] | 1 | 수안보-충주 | 7.3 | 20210401 | 2 | 36.88774 | 127.98484 | 4.63 | 2.7 | 0.44 | 0.14 | 1107.64 | 충북 충주 수안보 중산 |
95 | 96 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210401 | 2 | 36.88774 | 127.98484 | 3.93 | 2.28 | 0.38 | 0.13 | 948.33 | 충북 충주 수안보 중산 |
96 | 97 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210401 | 2 | 36.9979 | 127.72238 | 23.91 | 29.77 | 4.44 | 2.1 | 5305.52 | 충북 충주 신니 원평 |
97 | 98 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210401 | 2 | 36.9979 | 127.72238 | 31.38 | 42.42 | 6.35 | 2.86 | 6681.31 | 충북 충주 신니 원평 |
98 | 99 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210401 | 2 | 36.96342 | 127.86686 | 49.28 | 55.69 | 7.27 | 3.91 | 11723.22 | 충북 충주 대소원 만정 |
99 | 100 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210401 | 2 | 36.96342 | 127.86686 | 42.9 | 44.06 | 5.57 | 2.69 | 10456.08 | 충북 충주 대소원 만정 |