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 5 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 5 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 5 other fields | High correlation |
기본키 is highly overall correlated with pm and 4 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 4 other fields | High correlation |
hc is highly overall correlated with co and 4 other fields | High correlation |
pm is highly overall correlated with 기본키 and 4 other fields | High correlation |
co2 is highly overall correlated with co and 3 other fields | High correlation |
측정일 is highly overall correlated with 기본키 and 3 other fields | High correlation |
측정일 is highly imbalanced (53.1%) | Imbalance |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
pm has unique values | Unique |
co2 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:36:47.276171 |
---|---|
Analysis finished | 2023-12-10 12:36:59.982967 |
Duration | 12.71 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
도로종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
건기연 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 건기연 |
---|---|
2nd row | 건기연 |
3rd row | 건기연 |
4th row | 건기연 |
5th row | 건기연 |
Common Values
Value | Count | Frequency (%) |
건기연 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건기연 | 100 |
지점
Categorical
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
[0324-1] | 4 |
---|---|
[0326-2] | 4 |
[0406-1] | 4 |
[0325-3] | 4 |
[0325-4] | 4 |
Other values (40) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.82 |
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% |
[0326-2] | 4 | 4.0% |
[0406-1] | 4 | 4.0% |
[0325-3] | 4 | 4.0% |
[0325-4] | 4 | 4.0% |
[1917-3] | 2 | 2.0% |
[0408-1] | 2 | 2.0% |
[0521-1] | 2 | 2.0% |
[0524-4] | 2 | 2.0% |
[1721-0] | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
0324-1 | 4 | 4.0% |
0406-1 | 4 | 4.0% |
0325-3 | 4 | 4.0% |
0325-4 | 4 | 4.0% |
0326-2 | 4 | 4.0% |
3808-1 | 2 | 2.0% |
3810-1 | 2 | 2.0% |
3609-0 | 2 | 2.0% |
3609-1 | 2 | 2.0% |
3613-0 | 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 | 6.3 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 수안보-충주 |
---|---|
2nd row | 수안보-충주 |
3rd row | 신니-신양 |
4th row | 신니-신양 |
5th row | 주덕-충주 |
Common Values
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
대전-옥천 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
삼승-보은 | 2 | 2.0% |
약목-황간 | 2 | 2.0% |
단양-하시 | 2 | 2.0% |
제천-신림 | 2 | 2.0% |
청주-진천 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
수안보-충주 | 4 | 4.0% |
대전-옥천 | 4 | 4.0% |
신니-신양 | 4 | 4.0% |
주덕-충주 | 4 | 4.0% |
오생-장호원 | 4 | 4.0% |
목계-산척 | 2 | 2.0% |
장락-쌍용 | 2 | 2.0% |
초정-증평 | 2 | 2.0% |
노암-중흥 | 2 | 2.0% |
내사-덕산 | 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 | 8.006 |
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 | 4.3324666 |
---|---|
Coefficient of variation (CV) | 0.54115246 |
Kurtosis | 0.8775139 |
Mean | 8.006 |
Median Absolute Deviation (MAD) | 3.45 |
Skewness | 0.8547409 |
Sum | 800.6 |
Variance | 18.770267 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.3 | 10 | 10.0% |
5.4 | 6 | 6.0% |
5.0 | 4 | 4.0% |
15.5 | 4 | 4.0% |
12.3 | 4 | 4.0% |
8.8 | 4 | 4.0% |
11.1 | 4 | 4.0% |
3.4 | 4 | 4.0% |
11.0 | 2 | 2.0% |
6.4 | 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 | |
14.4 | 2 | |
13.9 | 2 | |
12.3 | 4 | |
12.1 | 2 | |
11.4 | 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 |
20210301 | |
---|---|
20210302 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210301 |
---|---|
2nd row | 20210301 |
3rd row | 20210301 |
4th row | 20210301 |
5th row | 20210301 |
Common Values
Value | Count | Frequency (%) |
20210301 | 90 | |
20210302 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210301 | 90 | |
20210302 | 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 | 36.787524 |
Minimum | 36.10527 |
---|---|
Maximum | 37.18469 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.10527 |
---|---|
5-th percentile | 36.24756 |
Q1 | 36.56286 |
median | 36.88855 |
Q3 | 37.01554 |
95-th percentile | 37.11937 |
Maximum | 37.18469 |
Range | 1.07942 |
Interquartile range (IQR) | 0.45268 |
Descriptive statistics
Standard deviation | 0.28988921 |
---|---|
Coefficient of variation (CV) | 0.0078800958 |
Kurtosis | -0.61250519 |
Mean | 36.787524 |
Median Absolute Deviation (MAD) | 0.16076 |
Skewness | -0.77382015 |
Sum | 3678.7524 |
Variance | 0.084035754 |
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% |
37.03359 | 2 | 2.0% |
36.7235 | 2 | 2.0% |
36.83418 | 2 | 2.0% |
36.91571 | 2 | 2.0% |
36.35443 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
36.10527 | 2 | |
36.20366 | 2 | |
36.24756 | 2 | |
36.28264 | 2 | |
36.32083 | 2 | |
36.3326 | 4 | |
36.35443 | 2 | |
36.44592 | 2 | |
36.45034 | 2 | |
36.47999 | 2 |
Value | Count | Frequency (%) |
37.18469 | 2 | |
37.15606 | 2 | |
37.11937 | 2 | |
37.1091 | 2 | |
37.07857 | 2 | |
37.06589 | 4 | |
37.05585 | 2 | |
37.04502 | 2 | |
37.03807 | 2 | |
37.03413 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.73901 |
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 | 0.23284901 |
---|---|
Coefficient of variation (CV) | 0.0018228496 |
Kurtosis | 0.62238937 |
Mean | 127.73901 |
Median Absolute Deviation (MAD) | 0.14858 |
Skewness | 0.92824934 |
Sum | 12773.901 |
Variance | 0.054218663 |
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% |
128.39227 | 2 | 2.0% |
127.55372 | 2 | 2.0% |
127.61577 | 2 | 2.0% |
128.10947 | 2 | 2.0% |
127.59919 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
127.37509 | 2 | |
127.38986 | 2 | |
127.44767 | 2 | |
127.46142 | 2 | |
127.47145 | 2 | |
127.48385 | 2 | |
127.52268 | 2 | |
127.53139 | 4 | |
127.53503 | 2 | |
127.5518 | 2 |
Value | Count | Frequency (%) |
128.39227 | 2 | |
128.33167 | 2 | |
128.27212 | 2 | |
128.11702 | 2 | |
128.10947 | 2 | |
127.98484 | 4 | |
127.95441 | 2 | |
127.95118 | 2 | |
127.92804 | 2 | |
127.91705 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3835.0601 |
Minimum | 454.62 |
---|---|
Maximum | 23507.31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 454.62 |
---|---|
5-th percentile | 514.0875 |
Q1 | 1521.76 |
median | 2914.605 |
Q3 | 5433.2625 |
95-th percentile | 9693.3475 |
Maximum | 23507.31 |
Range | 23052.69 |
Interquartile range (IQR) | 3911.5025 |
Descriptive statistics
Standard deviation | 3537.4009 |
---|---|
Coefficient of variation (CV) | 0.92238473 |
Kurtosis | 10.541861 |
Mean | 3835.0601 |
Median Absolute Deviation (MAD) | 1921.17 |
Skewness | 2.5772945 |
Sum | 383506.01 |
Variance | 12513205 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1659.96 | 1 | 1.0% |
2180.13 | 1 | 1.0% |
8593.26 | 1 | 1.0% |
8274.58 | 1 | 1.0% |
7645.55 | 1 | 1.0% |
607.41 | 1 | 1.0% |
526.36 | 1 | 1.0% |
7623.62 | 1 | 1.0% |
5399.85 | 1 | 1.0% |
3080.54 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
454.62 | 1 | |
455.61 | 1 | |
460.72 | 1 | |
475.68 | 1 | |
482.88 | 1 | |
515.73 | 1 | |
526.36 | 1 | |
607.41 | 1 | |
635.33 | 1 | |
641.79 | 1 |
Value | Count | Frequency (%) |
23507.31 | 1 | |
17737.49 | 1 | |
10712.41 | 1 | |
10628.73 | 1 | |
9993.69 | 1 | |
9677.54 | 1 | |
8593.26 | 1 | |
8325.61 | 1 | |
8274.58 | 1 | |
7645.55 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4346.1526 |
Minimum | 340.28 |
---|---|
Maximum | 31158.64 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 340.28 |
---|---|
5-th percentile | 413.6595 |
Q1 | 1090.9725 |
median | 2516.325 |
Q3 | 5414.8625 |
95-th percentile | 13771.823 |
Maximum | 31158.64 |
Range | 30818.36 |
Interquartile range (IQR) | 4323.89 |
Descriptive statistics
Standard deviation | 5250.7964 |
---|---|
Coefficient of variation (CV) | 1.2081482 |
Kurtosis | 9.9447441 |
Mean | 4346.1526 |
Median Absolute Deviation (MAD) | 1818.09 |
Skewness | 2.7738953 |
Sum | 434615.26 |
Variance | 27570863 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1347.18 | 1 | 1.0% |
1957.14 | 1 | 1.0% |
12968.83 | 1 | 1.0% |
13750.86 | 1 | 1.0% |
14170.12 | 1 | 1.0% |
548.4 | 1 | 1.0% |
476.33 | 1 | 1.0% |
7984.18 | 1 | 1.0% |
5672.79 | 1 | 1.0% |
3024.64 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
340.28 | 1 | |
360.04 | 1 | |
382.52 | 1 | |
399.86 | 1 | |
407.38 | 1 | |
413.99 | 1 | |
476.33 | 1 | |
531.49 | 1 | |
548.4 | 1 | |
553.42 | 1 |
Value | Count | Frequency (%) |
31158.64 | 1 | |
28227.64 | 1 | |
16195.99 | 1 | |
15679.93 | 1 | |
14170.12 | 1 | |
13750.86 | 1 | |
13346.49 | 1 | |
12968.83 | 1 | |
12297.63 | 1 | |
11048.83 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 508.7137 |
Minimum | 44.54 |
---|---|
Maximum | 3176.69 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 44.54 |
---|---|
5-th percentile | 56.798 |
Q1 | 151.895 |
median | 335.27 |
Q3 | 685.605 |
95-th percentile | 1360.255 |
Maximum | 3176.69 |
Range | 3132.15 |
Interquartile range (IQR) | 533.71 |
Descriptive statistics
Standard deviation | 544.80745 |
---|---|
Coefficient of variation (CV) | 1.070951 |
Kurtosis | 7.4468805 |
Mean | 508.7137 |
Median Absolute Deviation (MAD) | 233.78 |
Skewness | 2.3935878 |
Sum | 50871.37 |
Variance | 296815.16 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57.01 | 2 | 2.0% |
171.4 | 1 | 1.0% |
71.91 | 1 | 1.0% |
1354.39 | 1 | 1.0% |
1247.78 | 1 | 1.0% |
1190.45 | 1 | 1.0% |
64.88 | 1 | 1.0% |
952.55 | 1 | 1.0% |
711.36 | 1 | 1.0% |
357.72 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
44.54 | 1 | |
48.28 | 1 | |
48.91 | 1 | |
52.0 | 1 | |
52.77 | 1 | |
57.01 | 2 | |
64.88 | 1 | |
65.2 | 1 | |
71.91 | 1 | |
74.29 | 1 |
Value | Count | Frequency (%) |
3176.69 | 1 | |
2674.6 | 1 | |
2026.46 | 1 | |
1914.59 | 1 | |
1471.69 | 1 | |
1354.39 | 1 | |
1352.56 | 1 | |
1330.91 | 1 | |
1318.37 | 1 | |
1247.78 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 253.4833 |
Minimum | 11.93 |
---|---|
Maximum | 1662.94 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 11.93 |
---|---|
5-th percentile | 26.323 |
Q1 | 58.5425 |
median | 128.78 |
Q3 | 282.415 |
95-th percentile | 993.8355 |
Maximum | 1662.94 |
Range | 1651.01 |
Interquartile range (IQR) | 223.8725 |
Descriptive statistics
Standard deviation | 319.91996 |
---|---|
Coefficient of variation (CV) | 1.2620948 |
Kurtosis | 6.8803858 |
Mean | 253.4833 |
Median Absolute Deviation (MAD) | 88.355 |
Skewness | 2.4810853 |
Sum | 25348.33 |
Variance | 102348.78 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
66.92 | 1 | 1.0% |
101.25 | 1 | 1.0% |
671.24 | 1 | 1.0% |
992.49 | 1 | 1.0% |
1019.4 | 1 | 1.0% |
40.58 | 1 | 1.0% |
27.8 | 1 | 1.0% |
404.56 | 1 | 1.0% |
306.43 | 1 | 1.0% |
168.31 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
11.93 | 1 | |
20.54 | 1 | |
22.78 | 1 | |
23.32 | 1 | |
24.1 | 1 | |
26.44 | 1 | |
26.73 | 1 | |
27.8 | 1 | |
28.93 | 1 | |
29.87 | 1 |
Value | Count | Frequency (%) |
1662.94 | 1 | |
1632.08 | 1 | |
1158.49 | 1 | |
1086.34 | 1 | |
1019.4 | 1 | |
992.49 | 1 | |
845.53 | 1 | |
728.81 | 1 | |
701.16 | 1 | |
671.24 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 999727.68 |
Minimum | 113274.36 |
---|---|
Maximum | 6246718.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 113274.36 |
---|---|
5-th percentile | 133385.41 |
Q1 | 396884.53 |
median | 764607.3 |
Q3 | 1414892.7 |
95-th percentile | 2373558.9 |
Maximum | 6246718.9 |
Range | 6133444.6 |
Interquartile range (IQR) | 1018008.2 |
Descriptive statistics
Standard deviation | 939334.01 |
---|---|
Coefficient of variation (CV) | 0.93958988 |
Kurtosis | 11.323422 |
Mean | 999727.68 |
Median Absolute Deviation (MAD) | 509007.98 |
Skewness | 2.6858564 |
Sum | 99972768 |
Variance | 8.8234838 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
426691.49 | 1 | 1.0% |
513068.26 | 1 | 1.0% |
2368011.56 | 1 | 1.0% |
2280705.2 | 1 | 1.0% |
2190697.63 | 1 | 1.0% |
155878.37 | 1 | 1.0% |
134213.04 | 1 | 1.0% |
1923878.0 | 1 | 1.0% |
1376686.34 | 1 | 1.0% |
831540.59 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
113274.36 | 1 | |
117014.33 | 1 | |
118498.16 | 1 | |
124019.29 | 1 | |
124160.37 | 1 | |
133870.94 | 1 | |
134213.04 | 1 | |
155878.37 | 1 | |
157766.53 | 1 | |
163939.84 | 1 |
Value | Count | Frequency (%) |
6246718.92 | 1 | |
4940350.34 | 1 | |
2650397.21 | 1 | |
2489316.2 | 1 | |
2478958.14 | 1 | |
2368011.56 | 1 | |
2287659.56 | 1 | |
2281427.96 | 1 | |
2280705.2 | 1 | |
2190697.63 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 충주 수안보 중산 | 4 |
---|---|
충북 음성 생극 송곡 | 4 |
충북 옥천 군북 이백 | 4 |
충북 충주 신니 원평 | 4 |
충북 충주 대소원 만정 | 4 |
Other values (40) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 11.1 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충북 충주 수안보 중산 |
---|---|
2nd row | 충북 충주 수안보 중산 |
3rd row | 충북 충주 신니 원평 |
4th row | 충북 충주 신니 원평 |
5th row | 충북 충주 대소원 만정 |
Common Values
Value | Count | Frequency (%) |
충북 충주 수안보 중산 | 4 | 4.0% |
충북 음성 생극 송곡 | 4 | 4.0% |
충북 옥천 군북 이백 | 4 | 4.0% |
충북 충주 신니 원평 | 4 | 4.0% |
충북 충주 대소원 만정 | 4 | 4.0% |
충북 보은 보은 금굴 | 2 | 2.0% |
충북 영동 심천 약목 | 2 | 2.0% |
충북 단양 매포 매포 | 2 | 2.0% |
충북 제천 봉양 구학 | 2 | 2.0% |
충북 청주 오창 가곡 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
충북 | 100 | |
충주 | 28 | 7.0% |
옥천 | 12 | 3.0% |
음성 | 10 | 2.5% |
증평 | 10 | 2.5% |
청주 | 10 | 2.5% |
보은 | 10 | 2.5% |
진천 | 8 | 2.0% |
신니 | 6 | 1.5% |
영동 | 6 | 1.5% |
Other values (79) | 200 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.990 | 0.000 | 0.990 | 0.540 | 1.000 | 0.825 | 0.652 | 0.637 | 0.669 | 0.544 | 0.575 | 0.546 | 0.990 |
지점 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.903 | 0.896 | 0.797 | 0.840 | 0.855 | 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 | 0.903 | 0.896 | 0.797 | 0.840 | 0.855 | 1.000 |
연장 | 0.540 | 1.000 | 0.000 | 1.000 | 1.000 | 0.231 | 0.644 | 0.569 | 0.385 | 0.221 | 0.085 | 0.432 | 0.190 | 1.000 |
측정일 | 1.000 | 0.107 | 0.000 | 0.107 | 0.231 | 1.000 | 0.228 | 0.000 | 0.550 | 0.550 | 0.583 | 0.662 | 0.355 | 0.107 |
좌표위치위도 | 0.825 | 1.000 | 0.000 | 1.000 | 0.644 | 0.228 | 1.000 | 0.670 | 0.602 | 0.590 | 0.385 | 0.428 | 0.538 | 1.000 |
좌표위치경도 | 0.652 | 1.000 | 0.000 | 1.000 | 0.569 | 0.000 | 0.670 | 1.000 | 0.461 | 0.355 | 0.313 | 0.327 | 0.458 | 1.000 |
co | 0.637 | 0.903 | 0.000 | 0.903 | 0.385 | 0.550 | 0.602 | 0.461 | 1.000 | 0.960 | 0.922 | 0.825 | 0.996 | 0.903 |
nox | 0.669 | 0.896 | 0.000 | 0.896 | 0.221 | 0.550 | 0.590 | 0.355 | 0.960 | 1.000 | 0.924 | 0.900 | 0.961 | 0.896 |
hc | 0.544 | 0.797 | 0.000 | 0.797 | 0.085 | 0.583 | 0.385 | 0.313 | 0.922 | 0.924 | 1.000 | 0.896 | 0.916 | 0.797 |
pm | 0.575 | 0.840 | 0.000 | 0.840 | 0.432 | 0.662 | 0.428 | 0.327 | 0.825 | 0.900 | 0.896 | 1.000 | 0.860 | 0.840 |
co2 | 0.546 | 0.855 | 0.000 | 0.855 | 0.190 | 0.355 | 0.538 | 0.458 | 0.996 | 0.961 | 0.916 | 0.860 | 1.000 | 0.855 |
주소 | 0.990 | 1.000 | 0.000 | 1.000 | 1.000 | 0.107 | 1.000 | 1.000 | 0.903 | 0.896 | 0.797 | 0.840 | 0.855 | 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 | 0.065 | 0.155 | -0.133 | 0.452 | 0.495 | 0.492 | 0.524 | 0.458 | 0.699 | 0.000 | 0.699 | 0.958 | 0.699 |
연장 | 0.065 | 1.000 | 0.098 | 0.075 | -0.087 | -0.100 | -0.103 | -0.121 | -0.088 | 0.773 | 0.000 | 0.773 | 0.166 | 0.773 |
좌표위치위도 | 0.155 | 0.098 | 1.000 | 0.401 | 0.182 | 0.228 | 0.226 | 0.245 | 0.179 | 0.782 | 0.000 | 0.782 | 0.165 | 0.782 |
좌표위치경도 | -0.133 | 0.075 | 0.401 | 1.000 | -0.440 | -0.369 | -0.387 | -0.350 | -0.444 | 0.777 | 0.000 | 0.777 | 0.000 | 0.777 |
co | 0.452 | -0.087 | 0.182 | -0.440 | 1.000 | 0.979 | 0.986 | 0.954 | 0.998 | 0.498 | 0.000 | 0.498 | 0.576 | 0.498 |
nox | 0.495 | -0.100 | 0.228 | -0.369 | 0.979 | 1.000 | 0.996 | 0.987 | 0.979 | 0.486 | 0.000 | 0.486 | 0.576 | 0.486 |
hc | 0.492 | -0.103 | 0.226 | -0.387 | 0.986 | 0.996 | 1.000 | 0.980 | 0.985 | 0.310 | 0.000 | 0.310 | 0.565 | 0.310 |
pm | 0.524 | -0.121 | 0.245 | -0.350 | 0.954 | 0.987 | 0.980 | 1.000 | 0.954 | 0.392 | 0.000 | 0.392 | 0.487 | 0.392 |
co2 | 0.458 | -0.088 | 0.179 | -0.444 | 0.998 | 0.979 | 0.985 | 0.954 | 1.000 | 0.429 | 0.000 | 0.429 | 0.371 | 0.429 |
지점 | 0.699 | 0.773 | 0.782 | 0.777 | 0.498 | 0.486 | 0.310 | 0.392 | 0.429 | 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 | 0.498 | 0.486 | 0.310 | 0.392 | 0.429 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 |
측정일 | 0.958 | 0.166 | 0.165 | 0.000 | 0.576 | 0.576 | 0.565 | 0.487 | 0.371 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
주소 | 0.699 | 0.773 | 0.782 | 0.777 | 0.498 | 0.486 | 0.310 | 0.392 | 0.429 | 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 | 20210301 | 0 | 36.88774 | 127.98484 | 1659.96 | 1347.18 | 171.4 | 66.92 | 426691.49 | 충북 충주 수안보 중산 |
1 | 2 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210301 | 0 | 36.88774 | 127.98484 | 1579.77 | 1365.38 | 169.5 | 80.96 | 404185.28 | 충북 충주 수안보 중산 |
2 | 3 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210301 | 0 | 36.9979 | 127.72238 | 2596.46 | 2044.2 | 287.24 | 113.93 | 664364.42 | 충북 충주 신니 원평 |
3 | 4 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210301 | 0 | 36.9979 | 127.72238 | 2622.45 | 2505.28 | 345.27 | 127.91 | 641582.87 | 충북 충주 신니 원평 |
4 | 5 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210301 | 0 | 36.96342 | 127.86686 | 6406.67 | 5896.2 | 721.5 | 376.01 | 1631972.86 | 충북 충주 대소원 만정 |
5 | 6 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210301 | 0 | 36.96342 | 127.86686 | 5533.5 | 4861.12 | 609.26 | 216.4 | 1396956.07 | 충북 충주 대소원 만정 |
6 | 7 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210301 | 0 | 37.06589 | 127.60416 | 4046.48 | 3774.87 | 492.1 | 245.92 | 1026718.57 | 충북 음성 생극 송곡 |
7 | 8 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210301 | 0 | 37.06589 | 127.60416 | 4370.58 | 4155.95 | 529.28 | 268.04 | 1106346.35 | 충북 음성 생극 송곡 |
8 | 9 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210301 | 0 | 36.3326 | 127.53139 | 3244.97 | 2420.09 | 316.82 | 109.71 | 842487.64 | 충북 옥천 군북 이백 |
9 | 10 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210301 | 0 | 36.3326 | 127.53139 | 3574.1 | 2554.23 | 344.58 | 108.04 | 927124.12 | 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 | 20210302 | 0 | 36.88774 | 127.98484 | 2320.86 | 2575.24 | 336.6 | 171.36 | 558897.45 | 충북 충주 수안보 중산 |
91 | 92 | 건기연 | [0324-1] | 2 | 수안보-충주 | 7.3 | 20210302 | 0 | 36.88774 | 127.98484 | 2540.24 | 3591.72 | 402.42 | 241.64 | 652266.99 | 충북 충주 수안보 중산 |
92 | 93 | 건기연 | [0325-3] | 1 | 신니-신양 | 8.8 | 20210302 | 0 | 36.9979 | 127.72238 | 5932.64 | 8570.7 | 1054.22 | 596.04 | 1468702.67 | 충북 충주 신니 원평 |
93 | 94 | 건기연 | [0325-3] | 2 | 신니-신양 | 8.8 | 20210302 | 0 | 36.9979 | 127.72238 | 6600.49 | 11048.83 | 1318.37 | 728.81 | 1617964.38 | 충북 충주 신니 원평 |
94 | 95 | 건기연 | [0325-4] | 1 | 주덕-충주 | 5.0 | 20210302 | 0 | 36.96342 | 127.86686 | 10712.41 | 12297.63 | 1471.69 | 845.53 | 2650397.21 | 충북 충주 대소원 만정 |
95 | 96 | 건기연 | [0325-4] | 2 | 주덕-충주 | 5.0 | 20210302 | 0 | 36.96342 | 127.86686 | 9993.69 | 10716.04 | 1330.91 | 646.87 | 2478958.14 | 충북 충주 대소원 만정 |
96 | 97 | 건기연 | [0326-2] | 1 | 오생-장호원 | 5.4 | 20210302 | 0 | 37.06589 | 127.60416 | 9677.54 | 15679.93 | 1914.59 | 1086.34 | 2281427.96 | 충북 음성 생극 송곡 |
97 | 98 | 건기연 | [0326-2] | 2 | 오생-장호원 | 5.4 | 20210302 | 0 | 37.06589 | 127.60416 | 10628.73 | 16195.99 | 2026.46 | 1158.49 | 2489316.2 | 충북 음성 생극 송곡 |
98 | 99 | 건기연 | [0406-1] | 1 | 대전-옥천 | 15.5 | 20210302 | 0 | 36.3326 | 127.53139 | 4123.14 | 3352.7 | 441.31 | 204.06 | 1057794.4 | 충북 옥천 군북 이백 |
99 | 100 | 건기연 | [0406-1] | 2 | 대전-옥천 | 15.5 | 20210302 | 0 | 36.3326 | 127.53139 | 4257.89 | 3378.5 | 452.72 | 201.05 | 1093777.42 | 충북 옥천 군북 이백 |