Dataset statistics
Number of variables | 17 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 14.6 KiB |
Average record size in memory | 149.3 B |
Variable types
Numeric | 9 |
---|---|
Categorical | 8 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=3c3e7520-021f-11eb-9867-1b12bf08ea04 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
지점 is highly overall correlated with 기본키 and 6 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 7 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 6 other fields | High correlation |
기본키 is highly overall correlated with 장비이정(km) and 5 other fields | High correlation |
장비이정(km) is highly overall correlated with 기본키 and 5 other fields | High correlation |
차량통과수(대) is highly overall correlated with 평균 속도(km/hr) and 2 other fields | High correlation |
평균 속도(km/hr) is highly overall correlated with 차량통과수(대) and 2 other fields | High correlation |
위도(°) is highly overall correlated with 기본키 and 5 other fields | High correlation |
경도(°) is highly overall correlated with 기본키 and 5 other fields | High correlation |
기울기(°) is highly overall correlated with 지점 and 3 other fields | High correlation |
TSP(g/km) is highly overall correlated with 차량통과수(대) and 2 other fields | High correlation |
PM10(g/km) is highly overall correlated with 차량통과수(대) and 2 other fields | High correlation |
방향 is highly overall correlated with 기울기(°) and 1 other fields | High correlation |
기본키 has unique values | Unique |
차량통과수(대) has 27 (27.0%) zeros | Zeros |
평균 속도(km/hr) has 27 (27.0%) zeros | Zeros |
TSP(g/km) has 27 (27.0%) zeros | Zeros |
PM10(g/km) has 28 (28.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:58:53.134752 |
---|---|
Analysis finished | 2023-12-10 10:59:10.349911 |
Duration | 17.22 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 |
도로공사 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 도로공사 |
---|---|
2nd row | 도로공사 |
3rd row | 도로공사 |
4th row | 도로공사 |
5th row | 도로공사 |
Common Values
Value | Count | Frequency (%) |
도로공사 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
도로공사 | 100 |
지점
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
A-0010-3452S-10 | |
---|---|
A-0010-3613E-10 | |
A-0010-3801E-10 | |
A-0010-3880E-10 | |
A-0010-3932E-10 | |
Other values (9) |
Length
Max length | 15 |
---|---|
Median length | 15 |
Mean length | 14.56 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A-0010-0538E-6 |
---|---|
2nd row | A-0010-0538E-6 |
3rd row | A-0010-0538E-6 |
4th row | A-0010-0538E-6 |
5th row | A-0010-0538E-6 |
Common Values
Value | Count | Frequency (%) |
A-0010-3452S-10 | 10 | |
A-0010-3613E-10 | 10 | |
A-0010-3801E-10 | 10 | |
A-0010-3880E-10 | 10 | |
A-0010-3932E-10 | 10 | |
A-0010-2583E-7 | 7 | 7.0% |
A-0010-0538E-6 | 6 | 6.0% |
A-0010-2761E-6 | 6 | 6.0% |
A-0010-3019E-6 | 6 | 6.0% |
A-0010-3068E-6 | 6 | 6.0% |
Other values (4) | 19 |
Length
Value | Count | Frequency (%) |
a-0010-3452s-10 | 10 | |
a-0010-3613e-10 | 10 | |
a-0010-3801e-10 | 10 | |
a-0010-3880e-10 | 10 | |
a-0010-3932e-10 | 10 | |
a-0010-2583e-7 | 7 | 7.0% |
a-0010-0538e-6 | 6 | 6.0% |
a-0010-2761e-6 | 6 | 6.0% |
a-0010-3019e-6 | 6 | 6.0% |
a-0010-3068e-6 | 6 | 6.0% |
Other values (4) | 19 |
방향
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
E | |
---|---|
S |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | E |
---|---|
2nd row | E |
3rd row | E |
4th row | S |
5th row | S |
Common Values
Value | Count | Frequency (%) |
E | 54 | |
S | 46 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
e | 54 | |
s | 46 |
차선
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 | |
3 | |
4 | |
5 |
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 | 3 |
4th row | 1 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 25 | |
2 | 24 | |
3 | 24 | |
4 | 15 | |
5 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 25 | |
2 | 24 | |
3 | 24 | |
4 | 15 | |
5 | 12 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
안성JC-안성IC | 5 |
---|---|
신갈JC-수원신갈IC | 5 |
수원신갈IC-신갈JC | 5 |
청주JC-남이JC | 5 |
수원신갈IC-기흥IC | 5 |
Other values (20) |
Length
Max length | 11 |
---|---|
Median length | 9 |
Mean length | 9.58 |
Min length | 9 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 언양JC-활천IC |
---|---|
2nd row | 언양JC-활천IC |
3rd row | 언양JC-활천IC |
4th row | 활천IC-언양JC |
5th row | 활천IC-언양JC |
Common Values
Value | Count | Frequency (%) |
안성JC-안성IC | 5 | 5.0% |
신갈JC-수원신갈IC | 5 | 5.0% |
수원신갈IC-신갈JC | 5 | 5.0% |
청주JC-남이JC | 5 | 5.0% |
수원신갈IC-기흥IC | 5 | 5.0% |
기흥IC-수원신갈IC | 5 | 5.0% |
동탄JC-오산IC | 5 | 5.0% |
오산IC-동탄JC | 5 | 5.0% |
천안IC-북천안IC | 5 | 5.0% |
북천안IC-천안IC | 5 | 5.0% |
Other values (15) | 50 |
Length
Value | Count | Frequency (%) |
안성jc-안성ic | 5 | 5.0% |
수원신갈ic-신갈jc | 5 | 5.0% |
청주jc-남이jc | 5 | 5.0% |
수원신갈ic-기흥ic | 5 | 5.0% |
기흥ic-수원신갈ic | 5 | 5.0% |
동탄jc-오산ic | 5 | 5.0% |
오산ic-동탄jc | 5 | 5.0% |
천안ic-북천안ic | 5 | 5.0% |
북천안ic-천안ic | 5 | 5.0% |
안성ic-안성jc | 5 | 5.0% |
Other values (15) | 50 |
장비이정(km)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 324.3086 |
Minimum | 53.4 |
---|---|
Maximum | 410.41 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 53.4 |
---|---|
5-th percentile | 53.4 |
Q1 | 295.6 |
median | 345.2 |
Q3 | 388 |
95-th percentile | 410.41 |
Maximum | 410.41 |
Range | 357.01 |
Interquartile range (IQR) | 92.4 |
Descriptive statistics
Standard deviation | 82.9675 |
---|---|
Coefficient of variation (CV) | 0.25582886 |
Kurtosis | 4.4560042 |
Mean | 324.3086 |
Median Absolute Deviation (MAD) | 43.3 |
Skewness | -1.9914723 |
Sum | 32430.86 |
Variance | 6883.6061 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
345.2 | 10 | |
361.3 | 10 | |
380.1 | 10 | |
388.0 | 10 | |
393.2 | 10 | |
258.3 | 7 | 7.0% |
53.4 | 6 | 6.0% |
276.1 | 6 | 6.0% |
301.9 | 6 | 6.0% |
306.8 | 6 | 6.0% |
Other values (4) | 19 |
Value | Count | Frequency (%) |
53.4 | 6 | |
258.3 | 7 | |
276.1 | 6 | |
295.3 | 4 | 4.0% |
295.6 | 4 | 4.0% |
297.9 | 5 | |
301.9 | 6 | |
306.8 | 6 | |
345.2 | 10 | |
361.3 | 10 |
Value | Count | Frequency (%) |
410.41 | 6 | |
393.2 | 10 | |
388.0 | 10 | |
380.1 | 10 | |
361.3 | 10 | |
345.2 | 10 | |
306.8 | 6 | |
301.9 | 6 | |
297.9 | 5 | |
295.6 | 4 | 4.0% |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20221001 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20221001 |
---|---|
2nd row | 20221001 |
3rd row | 20221001 |
4th row | 20221001 |
5th row | 20221001 |
Common Values
Value | Count | Frequency (%) |
20221001 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20221001 | 100 |
측정시간
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 |
차량통과수(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 64 |
---|---|
Distinct (%) | 64.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 86.53 |
Minimum | 0 |
---|---|
Maximum | 259 |
Zeros | 27 |
Zeros (%) | 27.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 61 |
Q3 | 164 |
95-th percentile | 229.3 |
Maximum | 259 |
Range | 259 |
Interquartile range (IQR) | 164 |
Descriptive statistics
Standard deviation | 82.153768 |
---|---|
Coefficient of variation (CV) | 0.94942526 |
Kurtosis | -1.2186489 |
Mean | 86.53 |
Median Absolute Deviation (MAD) | 61 |
Skewness | 0.44693417 |
Sum | 8653 |
Variance | 6749.2415 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 27 | |
61 | 2 | 2.0% |
103 | 2 | 2.0% |
39 | 2 | 2.0% |
55 | 2 | 2.0% |
235 | 2 | 2.0% |
6 | 2 | 2.0% |
47 | 2 | 2.0% |
155 | 2 | 2.0% |
5 | 2 | 2.0% |
Other values (54) | 55 |
Value | Count | Frequency (%) |
0 | 27 | |
1 | 1 | 1.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
7 | 1 | 1.0% |
12 | 1 | 1.0% |
18 | 1 | 1.0% |
21 | 1 | 1.0% |
25 | 1 | 1.0% |
39 | 2 | 2.0% |
Value | Count | Frequency (%) |
259 | 1 | |
247 | 1 | |
237 | 1 | |
235 | 2 | |
229 | 1 | |
226 | 1 | |
220 | 1 | |
210 | 1 | |
205 | 1 | |
203 | 1 |
평균 속도(km/hr)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 63 |
---|---|
Distinct (%) | 63.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 63.5461 |
Minimum | 0 |
---|---|
Maximum | 109.33 |
Zeros | 27 |
Zeros (%) | 27.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 81.555 |
Q3 | 90.625 |
95-th percentile | 103.3635 |
Maximum | 109.33 |
Range | 109.33 |
Interquartile range (IQR) | 90.625 |
Descriptive statistics
Standard deviation | 39.737288 |
---|---|
Coefficient of variation (CV) | 0.62533009 |
Kurtosis | -0.98075141 |
Mean | 63.5461 |
Median Absolute Deviation (MAD) | 9.615 |
Skewness | -0.8954976 |
Sum | 6354.61 |
Variance | 1579.0521 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 27 | |
75.0 | 4 | 4.0% |
86.0 | 3 | 3.0% |
102.0 | 2 | 2.0% |
101.5 | 2 | 2.0% |
82.75 | 2 | 2.0% |
91.0 | 2 | 2.0% |
95.5 | 2 | 2.0% |
73.0 | 2 | 2.0% |
85.62 | 1 | 1.0% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
0.0 | 27 | |
70.71 | 1 | 1.0% |
73.0 | 2 | 2.0% |
73.43 | 1 | 1.0% |
75.0 | 4 | 4.0% |
75.29 | 1 | 1.0% |
75.62 | 1 | 1.0% |
76.12 | 1 | 1.0% |
76.56 | 1 | 1.0% |
76.83 | 1 | 1.0% |
Value | Count | Frequency (%) |
109.33 | 1 | |
108.0 | 1 | |
107.33 | 1 | |
106.0 | 1 | |
104.0 | 1 | |
103.33 | 1 | |
102.33 | 1 | |
102.0 | 2 | |
101.5 | 2 | |
100.0 | 1 |
위도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.812888 |
Minimum | 35.681944 |
---|---|
Maximum | 37.42325 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 35.681944 |
---|---|
5-th percentile | 35.681944 |
Q1 | 36.556389 |
median | 36.868903 |
Q3 | 37.226111 |
95-th percentile | 37.42325 |
Maximum | 37.42325 |
Range | 1.7413056 |
Interquartile range (IQR) | 0.66972222 |
Descriptive statistics
Standard deviation | 0.44432902 |
---|---|
Coefficient of variation (CV) | 0.012069931 |
Kurtosis | 0.29171888 |
Mean | 36.812888 |
Median Absolute Deviation (MAD) | 0.31251389 |
Skewness | -0.79441893 |
Sum | 3681.2888 |
Variance | 0.19742828 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
36.86890278 | 10 | |
37.00888889 | 10 | |
37.15877778 | 10 | |
37.22611111 | 10 | |
37.27944444 | 10 | |
36.30722222 | 7 | 7.0% |
35.68194444 | 6 | 6.0% |
36.38961 | 6 | 6.0% |
36.60611111 | 6 | 6.0% |
36.64019722 | 6 | 6.0% |
Other values (4) | 19 |
Value | Count | Frequency (%) |
35.68194444 | 6 | |
36.30722222 | 7 | |
36.38961 | 6 | |
36.54 | 4 | 4.0% |
36.55638889 | 4 | 4.0% |
36.57694444 | 5 | |
36.60611111 | 6 | |
36.64019722 | 6 | |
36.86890278 | 10 | |
37.00888889 | 10 |
Value | Count | Frequency (%) |
37.42325 | 6 | |
37.27944444 | 10 | |
37.22611111 | 10 | |
37.15877778 | 10 | |
37.00888889 | 10 | |
36.86890278 | 10 | |
36.64019722 | 6 | |
36.60611111 | 6 | |
36.57694444 | 5 | |
36.55638889 | 4 | 4.0% |
경도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.3682 |
Minimum | 127.07728 |
---|---|
Maximum | 129.18111 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 127.07728 |
---|---|
5-th percentile | 127.07728 |
Q1 | 127.10583 |
median | 127.18672 |
Q3 | 127.42778 |
95-th percentile | 129.18111 |
Maximum | 129.18111 |
Range | 2.1038333 |
Interquartile range (IQR) | 0.3219445 |
Descriptive statistics
Standard deviation | 0.48784858 |
---|---|
Coefficient of variation (CV) | 0.0038302229 |
Kurtosis | 9.2334642 |
Mean | 127.3682 |
Median Absolute Deviation (MAD) | 0.10391665 |
Skewness | 3.1007595 |
Sum | 12736.82 |
Variance | 0.23799624 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.1867222 | 10 | |
127.1491667 | 10 | |
127.0883333 | 10 | |
127.1083333 | 10 | |
127.1058333 | 10 | |
127.5744444 | 7 | 7.0% |
129.1811111 | 6 | 6.0% |
127.423508 | 6 | 6.0% |
127.4083333 | 6 | 6.0% |
127.3781278 | 6 | 6.0% |
Other values (4) | 19 |
Value | Count | Frequency (%) |
127.0772778 | 6 | |
127.0883333 | 10 | |
127.1058333 | 10 | |
127.1083333 | 10 | |
127.1491667 | 10 | |
127.1867222 | 10 | |
127.3781278 | 6 | |
127.4083333 | 6 | |
127.423508 | 6 | |
127.4277778 | 5 |
Value | Count | Frequency (%) |
129.1811111 | 6 | |
127.5744444 | 7 | |
127.4338889 | 4 | 4.0% |
127.4325 | 4 | 4.0% |
127.4277778 | 5 | |
127.423508 | 6 | |
127.4083333 | 6 | |
127.3781278 | 6 | |
127.1867222 | 10 | |
127.1491667 | 10 |
기울기(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.03138456 |
Minimum | -2.788625 |
---|---|
Maximum | 2.703849 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 47 |
Negative (%) | 47.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -2.788625 |
---|---|
5-th percentile | -1.758683 |
Q1 | -0.660004 |
median | 0.151187 |
Q3 | 0.671977 |
95-th percentile | 1.717451 |
Maximum | 2.703849 |
Range | 5.492474 |
Interquartile range (IQR) | 1.331981 |
Descriptive statistics
Standard deviation | 1.1016177 |
---|---|
Coefficient of variation (CV) | -35.100626 |
Kurtosis | 0.41265709 |
Mean | -0.03138456 |
Median Absolute Deviation (MAD) | 0.703947 |
Skewness | -0.1369889 |
Sum | -3.138456 |
Variance | 1.2135616 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-0.624001 | 5 | 5.0% |
1.293015 | 5 | 5.0% |
0.69298 | 5 | 5.0% |
-0.139436 | 5 | 5.0% |
0.151187 | 5 | 5.0% |
-1.758683 | 5 | 5.0% |
0.564123 | 5 | 5.0% |
-0.55276 | 5 | 5.0% |
0.671977 | 5 | 5.0% |
-0.660004 | 5 | 5.0% |
Other values (15) | 50 |
Value | Count | Frequency (%) |
-2.788625 | 3 | |
-1.758683 | 5 | |
-1.717451 | 3 | |
-1.30142 | 5 | |
-0.807188 | 4 | |
-0.73138 | 1 | 1.0% |
-0.688696 | 3 | |
-0.660004 | 5 | |
-0.624001 | 5 | |
-0.55276 | 5 |
Value | Count | Frequency (%) |
2.703849 | 3 | |
1.717451 | 3 | |
1.293015 | 5 | |
1.056036 | 4 | |
0.69298 | 5 | |
0.688696 | 3 | |
0.671977 | 5 | |
0.61369 | 5 | |
0.564123 | 5 | |
0.2594 | 4 |
TSP(g/km)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 74 |
---|---|
Distinct (%) | 74.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1674 |
Minimum | 0 |
---|---|
Maximum | 24.64 |
Zeros | 27 |
Zeros (%) | 27.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2.41 |
Q3 | 7.01 |
95-th percentile | 14.24 |
Maximum | 24.64 |
Range | 24.64 |
Interquartile range (IQR) | 7.01 |
Descriptive statistics
Standard deviation | 4.9940546 |
---|---|
Coefficient of variation (CV) | 1.1983622 |
Kurtosis | 2.2785171 |
Mean | 4.1674 |
Median Absolute Deviation (MAD) | 2.41 |
Skewness | 1.4682713 |
Sum | 416.74 |
Variance | 24.940581 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 27 | |
0.13 | 1 | 1.0% |
1.8 | 1 | 1.0% |
0.04 | 1 | 1.0% |
8.81 | 1 | 1.0% |
5.84 | 1 | 1.0% |
7.0 | 1 | 1.0% |
0.11 | 1 | 1.0% |
9.36 | 1 | 1.0% |
7.26 | 1 | 1.0% |
Other values (64) | 64 |
Value | Count | Frequency (%) |
0.0 | 27 | |
0.01 | 1 | 1.0% |
0.03 | 1 | 1.0% |
0.04 | 1 | 1.0% |
0.05 | 1 | 1.0% |
0.11 | 1 | 1.0% |
0.13 | 1 | 1.0% |
0.31 | 1 | 1.0% |
0.37 | 1 | 1.0% |
0.4 | 1 | 1.0% |
Value | Count | Frequency (%) |
24.64 | 1 | |
17.69 | 1 | |
16.42 | 1 | |
15.49 | 1 | |
14.81 | 1 | |
14.21 | 1 | |
12.97 | 1 | |
12.79 | 1 | |
12.73 | 1 | |
11.87 | 1 |
PM10(g/km)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 72 |
---|---|
Distinct (%) | 72.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8334 |
Minimum | 0 |
---|---|
Maximum | 10.84 |
Zeros | 28 |
Zeros (%) | 28.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1.06 |
Q3 | 3.085 |
95-th percentile | 6.2635 |
Maximum | 10.84 |
Range | 10.84 |
Interquartile range (IQR) | 3.085 |
Descriptive statistics
Standard deviation | 2.197079 |
---|---|
Coefficient of variation (CV) | 1.1983631 |
Kurtosis | 2.2766742 |
Mean | 1.8334 |
Median Absolute Deviation (MAD) | 1.06 |
Skewness | 1.4678876 |
Sum | 183.34 |
Variance | 4.827156 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 28 | |
0.02 | 2 | 2.0% |
0.06 | 1 | 1.0% |
3.19 | 1 | 1.0% |
2.99 | 1 | 1.0% |
3.88 | 1 | 1.0% |
2.57 | 1 | 1.0% |
3.08 | 1 | 1.0% |
0.05 | 1 | 1.0% |
4.12 | 1 | 1.0% |
Other values (62) | 62 |
Value | Count | Frequency (%) |
0.0 | 28 | |
0.01 | 1 | 1.0% |
0.02 | 2 | 2.0% |
0.05 | 1 | 1.0% |
0.06 | 1 | 1.0% |
0.14 | 1 | 1.0% |
0.16 | 1 | 1.0% |
0.18 | 1 | 1.0% |
0.24 | 1 | 1.0% |
0.31 | 1 | 1.0% |
Value | Count | Frequency (%) |
10.84 | 1 | |
7.78 | 1 | |
7.22 | 1 | |
6.81 | 1 | |
6.52 | 1 | |
6.25 | 1 | |
5.71 | 1 | |
5.63 | 1 | |
5.6 | 1 | |
5.22 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 12.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 청원군 남이면 | |
---|---|
충남 천안시 서북구 성거읍 송남리 | |
경기 안성시 원곡면 | |
경기 화성시 동탄면 송리 | |
경기 용인시 기흥구 기흥동 | |
Other values (7) |
Length
Max length | 18 |
---|---|
Median length | 15 |
Mean length | 12.96 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 울산 울주군 두서면 활천리 |
---|---|
2nd row | 울산 울주군 두서면 활천리 |
3rd row | 울산 울주군 두서면 활천리 |
4th row | 울산 울주군 두서면 활천리 |
5th row | 울산 울주군 두서면 활천리 |
Common Values
Value | Count | Frequency (%) |
충북 청원군 남이면 | 13 | |
충남 천안시 서북구 성거읍 송남리 | 10 | |
경기 안성시 원곡면 | 10 | |
경기 화성시 동탄면 송리 | 10 | |
경기 용인시 기흥구 기흥동 | 10 | |
경기 용인시 기흥구 신갈동 | 10 | |
충북 옥천군 옥천읍 삼양리 | 7 | |
울산 울주군 두서면 활천리 | 6 | |
대전 대덕구 연축동 | 6 | |
충북 청주시 흥덕구 강서1동 | 6 | |
Other values (2) | 12 |
Length
Value | Count | Frequency (%) |
경기 | 46 | 12.3% |
충북 | 32 | 8.5% |
기흥구 | 20 | 5.3% |
용인시 | 20 | 5.3% |
청원군 | 19 | 5.1% |
남이면 | 13 | 3.5% |
화성시 | 10 | 2.7% |
기흥동 | 10 | 2.7% |
송리 | 10 | 2.7% |
동탄면 | 10 | 2.7% |
Other values (25) | 185 |
기본키 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 차량통과수(대) | 평균 속도(km/hr) | 위도(°) | 경도(°) | 기울기(°) | TSP(g/km) | PM10(g/km) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.936 | 0.000 | 0.000 | 0.986 | 0.883 | 0.590 | 0.531 | 0.900 | 0.877 | 0.907 | 0.281 | 0.281 | 0.930 |
지점 | 0.936 | 1.000 | 0.207 | 0.000 | 1.000 | 1.000 | 0.326 | 0.414 | 1.000 | 1.000 | 0.907 | 0.360 | 0.360 | 1.000 |
방향 | 0.000 | 0.207 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.672 | 0.000 | 0.000 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.397 | 0.621 | 0.000 | 0.000 | 0.000 | 0.355 | 0.355 | 0.000 |
측정구간 | 0.986 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.399 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 |
장비이정(km) | 0.883 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.383 | 0.331 | 0.960 | 1.000 | 0.751 | 0.272 | 0.272 | 1.000 |
차량통과수(대) | 0.590 | 0.326 | 0.000 | 0.397 | 0.000 | 0.383 | 1.000 | 0.728 | 0.418 | 0.400 | 0.000 | 0.679 | 0.679 | 0.362 |
평균 속도(km/hr) | 0.531 | 0.414 | 0.000 | 0.621 | 0.399 | 0.331 | 0.728 | 1.000 | 0.321 | 0.186 | 0.000 | 0.574 | 0.574 | 0.307 |
위도(°) | 0.900 | 1.000 | 0.000 | 0.000 | 1.000 | 0.960 | 0.418 | 0.321 | 1.000 | 1.000 | 0.826 | 0.195 | 0.195 | 0.999 |
경도(°) | 0.877 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.400 | 0.186 | 1.000 | 1.000 | 0.737 | 0.000 | 0.000 | 1.000 |
기울기(°) | 0.907 | 0.907 | 0.672 | 0.000 | 1.000 | 0.751 | 0.000 | 0.000 | 0.826 | 0.737 | 1.000 | 0.000 | 0.000 | 0.876 |
TSP(g/km) | 0.281 | 0.360 | 0.000 | 0.355 | 0.000 | 0.272 | 0.679 | 0.574 | 0.195 | 0.000 | 0.000 | 1.000 | 1.000 | 0.312 |
PM10(g/km) | 0.281 | 0.360 | 0.000 | 0.355 | 0.000 | 0.272 | 0.679 | 0.574 | 0.195 | 0.000 | 0.000 | 1.000 | 1.000 | 0.312 |
주소 | 0.930 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.362 | 0.307 | 0.999 | 1.000 | 0.876 | 0.312 | 0.312 | 1.000 |
지점 | 차선 | 측정구간 | 방향 | 주소 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.000 | 0.934 | 0.147 | 0.989 |
차선 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.934 | 0.000 | 1.000 | 0.875 | 0.923 |
방향 | 0.147 | 0.000 | 0.875 | 1.000 | 0.000 |
주소 | 0.989 | 0.000 | 0.923 | 0.000 | 1.000 |
기본키 | 장비이정(km) | 차량통과수(대) | 평균 속도(km/hr) | 위도(°) | 경도(°) | 기울기(°) | TSP(g/km) | PM10(g/km) | 지점 | 방향 | 차선 | 측정구간 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.997 | 0.481 | 0.006 | 0.997 | -0.952 | 0.098 | 0.266 | 0.268 | 0.735 | 0.000 | 0.000 | 0.808 | 0.741 |
장비이정(km) | 0.997 | 1.000 | 0.484 | 0.027 | 1.000 | -0.955 | 0.082 | 0.266 | 0.268 | 0.957 | 0.000 | 0.000 | 0.893 | 0.968 |
차량통과수(대) | 0.481 | 0.484 | 1.000 | 0.600 | 0.484 | -0.472 | 0.106 | 0.767 | 0.766 | 0.129 | 0.000 | 0.168 | 0.000 | 0.155 |
평균 속도(km/hr) | 0.006 | 0.027 | 0.600 | 1.000 | 0.027 | -0.038 | -0.124 | 0.522 | 0.510 | 0.217 | 0.000 | 0.273 | 0.155 | 0.165 |
위도(°) | 0.997 | 1.000 | 0.484 | 0.027 | 1.000 | -0.955 | 0.082 | 0.266 | 0.268 | 0.967 | 0.000 | 0.000 | 0.903 | 0.945 |
경도(°) | -0.952 | -0.955 | -0.472 | -0.038 | -0.955 | 1.000 | -0.103 | -0.221 | -0.223 | 0.946 | 0.000 | 0.000 | 0.884 | 0.957 |
기울기(°) | 0.098 | 0.082 | 0.106 | -0.124 | 0.082 | -0.103 | 1.000 | -0.037 | -0.031 | 0.660 | 0.501 | 0.000 | 0.913 | 0.616 |
TSP(g/km) | 0.266 | 0.266 | 0.767 | 0.522 | 0.266 | -0.221 | -0.037 | 1.000 | 0.999 | 0.151 | 0.000 | 0.207 | 0.000 | 0.131 |
PM10(g/km) | 0.268 | 0.268 | 0.766 | 0.510 | 0.268 | -0.223 | -0.031 | 0.999 | 1.000 | 0.151 | 0.000 | 0.207 | 0.000 | 0.131 |
지점 | 0.735 | 0.957 | 0.129 | 0.217 | 0.967 | 0.946 | 0.660 | 0.151 | 0.151 | 1.000 | 0.147 | 0.000 | 0.934 | 0.989 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.501 | 0.000 | 0.000 | 0.147 | 1.000 | 0.000 | 0.875 | 0.000 |
차선 | 0.000 | 0.000 | 0.168 | 0.273 | 0.000 | 0.000 | 0.000 | 0.207 | 0.207 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.808 | 0.893 | 0.000 | 0.155 | 0.903 | 0.884 | 0.913 | 0.000 | 0.000 | 0.934 | 0.875 | 0.000 | 1.000 | 0.923 |
주소 | 0.741 | 0.968 | 0.155 | 0.165 | 0.945 | 0.957 | 0.616 | 0.131 | 0.131 | 0.989 | 0.000 | 0.000 | 0.923 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 측정일 | 측정시간 | 차량통과수(대) | 평균 속도(km/hr) | 위도(°) | 경도(°) | 기울기(°) | TSP(g/km) | PM10(g/km) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 도로공사 | A-0010-0538E-6 | E | 1 | 언양JC-활천IC | 53.4 | 20221001 | 0 | 12 | 102.0 | 35.681944 | 129.181111 | 0.22545 | 0.13 | 0.06 | 울산 울주군 두서면 활천리 |
1 | 2 | 도로공사 | A-0010-0538E-6 | E | 2 | 언양JC-활천IC | 53.4 | 20221001 | 0 | 47 | 90.5 | 35.681944 | 129.181111 | 0.22545 | 1.58 | 0.69 | 울산 울주군 두서면 활천리 |
2 | 3 | 도로공사 | A-0010-0538E-6 | E | 3 | 언양JC-활천IC | 53.4 | 20221001 | 0 | 18 | 82.57 | 35.681944 | 129.181111 | 0.22545 | 2.43 | 1.07 | 울산 울주군 두서면 활천리 |
3 | 4 | 도로공사 | A-0010-0538E-6 | S | 1 | 활천IC-언양JC | 53.4 | 20221001 | 0 | 61 | 102.0 | 35.681944 | 129.181111 | 0.19158 | 1.0 | 0.44 | 울산 울주군 두서면 활천리 |
4 | 5 | 도로공사 | A-0010-0538E-6 | S | 2 | 활천IC-언양JC | 53.4 | 20221001 | 0 | 103 | 91.83 | 35.681944 | 129.181111 | 0.19158 | 3.28 | 1.44 | 울산 울주군 두서면 활천리 |
5 | 6 | 도로공사 | A-0010-0538E-6 | S | 3 | 활천IC-언양JC | 53.4 | 20221001 | 0 | 39 | 78.11 | 35.681944 | 129.181111 | 0.19158 | 4.32 | 1.9 | 울산 울주군 두서면 활천리 |
6 | 7 | 도로공사 | A-0010-2583E-7 | E | 1 | 금강IC-옥천IC | 258.3 | 20221001 | 0 | 0 | 0.0 | 36.307222 | 127.574444 | -0.06339 | 0.0 | 0.0 | 충북 옥천군 옥천읍 삼양리 |
7 | 8 | 도로공사 | A-0010-2583E-7 | E | 2 | 금강IC-옥천IC | 258.3 | 20221001 | 0 | 47 | 82.75 | 36.307222 | 127.574444 | -0.06339 | 3.41 | 1.5 | 충북 옥천군 옥천읍 삼양리 |
8 | 9 | 도로공사 | A-0010-2583E-7 | E | 3 | 금강IC-옥천IC | 258.3 | 20221001 | 0 | 0 | 0.0 | 36.307222 | 127.574444 | -0.06339 | 0.0 | 0.0 | 충북 옥천군 옥천읍 삼양리 |
9 | 10 | 도로공사 | A-0010-2583E-7 | S | 1 | 옥천IC-금강IC | 258.3 | 20221001 | 0 | 48 | 107.33 | 36.307222 | 127.574444 | 0.2594 | 1.44 | 0.63 | 충북 옥천군 옥천읍 삼양리 |
기본키 | 도로종류 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 측정일 | 측정시간 | 차량통과수(대) | 평균 속도(km/hr) | 위도(°) | 경도(°) | 기울기(°) | TSP(g/km) | PM10(g/km) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 도로공사 | A-0010-3932E-10 | S | 2 | 신갈JC-수원신갈IC | 393.2 | 20221001 | 0 | 247 | 82.75 | 37.279444 | 127.105833 | -0.139436 | 6.45 | 2.84 | 경기 용인시 기흥구 신갈동 |
91 | 92 | 도로공사 | A-0010-3932E-10 | S | 3 | 신갈JC-수원신갈IC | 393.2 | 20221001 | 0 | 210 | 75.62 | 37.279444 | 127.105833 | -0.139436 | 7.37 | 3.24 | 경기 용인시 기흥구 신갈동 |
92 | 93 | 도로공사 | A-0010-3932E-10 | S | 4 | 신갈JC-수원신갈IC | 393.2 | 20221001 | 0 | 178 | 76.56 | 37.279444 | 127.105833 | -0.139436 | 8.72 | 3.83 | 경기 용인시 기흥구 신갈동 |
93 | 94 | 도로공사 | A-0010-3932E-10 | S | 5 | 신갈JC-수원신갈IC | 393.2 | 20221001 | 0 | 161 | 75.29 | 37.279444 | 127.105833 | -0.139436 | 11.87 | 5.22 | 경기 용인시 기흥구 신갈동 |
94 | 95 | 도로공사 | A-0010-4105E-10 | E | 1 | 금토JC-양재IC | 410.41 | 20221001 | 0 | 220 | 102.33 | 37.42325 | 127.077278 | 0.69298 | 3.01 | 1.32 | 경기 성남시 수정구 금토동 |
95 | 96 | 도로공사 | A-0010-4105E-10 | E | 2 | 금토JC-양재IC | 410.41 | 20221001 | 0 | 259 | 75.0 | 37.42325 | 127.077278 | 0.69298 | 1.46 | 0.64 | 경기 성남시 수정구 금토동 |
96 | 97 | 도로공사 | A-0010-4105E-10 | E | 3 | 금토JC-양재IC | 410.41 | 20221001 | 0 | 194 | 75.0 | 37.42325 | 127.077278 | 0.69298 | 1.09 | 0.48 | 경기 성남시 수정구 금토동 |
97 | 98 | 도로공사 | A-0010-4105E-10 | E | 4 | 금토JC-양재IC | 410.41 | 20221001 | 0 | 154 | 76.83 | 37.42325 | 127.077278 | 0.69298 | 7.04 | 3.1 | 경기 성남시 수정구 금토동 |
98 | 99 | 도로공사 | A-0010-4105E-10 | E | 5 | 금토JC-양재IC | 410.41 | 20221001 | 0 | 98 | 70.71 | 37.42325 | 127.077278 | 0.69298 | 3.36 | 1.48 | 경기 성남시 수정구 금토동 |
99 | 100 | 도로공사 | A-0010-4105E-10 | S | 1 | 양재IC-금토JC | 410.41 | 20221001 | 0 | 0 | 0.0 | 37.42325 | 127.077278 | -0.73138 | 0.0 | 0.0 | 경기 성남시 수정구 금토동 |