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 위도(°) and 3 other fields | High correlation |
장비이정(km) is highly overall correlated with 위도(°) and 4 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 장비이정(km) and 4 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 26 (26.0%) zeros | Zeros |
평균 속도(km/hr) has 26 (26.0%) zeros | Zeros |
TSP(g/km) has 26 (26.0%) zeros | Zeros |
PM10(g/km) has 27 (27.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:58:21.309068 |
---|---|
Analysis finished | 2023-12-10 10:58:40.941374 |
Duration | 19.63 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 | 16 |
---|---|
Distinct (%) | 16.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
A-0010-3452S-10 | |
---|---|
A-0010-3613E-10 | |
A-0010-3801E-10 | |
A-0010-3932E-10 | |
A-0010-4105E-10 | |
Other values (11) |
Length
Max length | 15 |
---|---|
Median length | 14.5 |
Mean length | 14.5 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A-0010-2583E-7 |
---|---|
2nd row | A-0010-2583E-7 |
3rd row | A-0010-2583E-7 |
4th row | A-0010-2583E-7 |
5th row | A-0010-2583E-7 |
Common Values
Value | Count | Frequency (%) |
A-0010-3452S-10 | 10 | |
A-0010-3613E-10 | 10 | |
A-0010-3801E-10 | 10 | |
A-0010-3932E-10 | 10 | |
A-0010-4105E-10 | 10 | |
A-0010-2583E-7 | 7 | 7.0% |
A-0010-2761E-6 | 6 | 6.0% |
A-0010-3019E-6 | 6 | 6.0% |
A-0010-3068E-6 | 6 | 6.0% |
A-0010-2979E-5 | 5 | 5.0% |
Other values (6) | 20 |
Length
Value | Count | Frequency (%) |
a-0010-3452s-10 | 10 | |
a-0010-3613e-10 | 10 | |
a-0010-3801e-10 | 10 | |
a-0010-3932e-10 | 10 | |
a-0010-4105e-10 | 10 | |
a-0010-2583e-7 | 7 | 7.0% |
a-0010-2761e-6 | 6 | 6.0% |
a-0010-3019e-6 | 6 | 6.0% |
a-0010-3068e-6 | 6 | 6.0% |
a-0010-2979e-5 | 5 | 5.0% |
Other values (6) | 20 |
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 | 52 | |
S | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
e | 52 | |
s | 48 |
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 | 27 | |
2 | 27 | |
3 | 21 | |
4 | 14 | |
5 | 11 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 27 | |
2 | 27 | |
3 | 21 | |
4 | 14 | |
5 | 11 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 27.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
안성IC-안성JC | 5 |
---|---|
양재IC-금토JC | 5 |
금토JC-양재IC | 5 |
청주JC-남이JC | 5 |
신갈JC-수원신갈IC | 5 |
Other values (22) |
Length
Max length | 11 |
---|---|
Median length | 9 |
Mean length | 9.44 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 금강IC-옥천IC |
---|---|
2nd row | 금강IC-옥천IC |
3rd row | 금강IC-옥천IC |
4th row | 옥천IC-금강IC |
5th row | 옥천IC-금강IC |
Common Values
Value | Count | Frequency (%) |
안성IC-안성JC | 5 | 5.0% |
양재IC-금토JC | 5 | 5.0% |
금토JC-양재IC | 5 | 5.0% |
청주JC-남이JC | 5 | 5.0% |
신갈JC-수원신갈IC | 5 | 5.0% |
수원신갈IC-신갈JC | 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 (17) | 50 |
Length
Value | Count | Frequency (%) |
안성ic-안성jc | 5 | 5.0% |
금토jc-양재ic | 5 | 5.0% |
청주jc-남이jc | 5 | 5.0% |
신갈jc-수원신갈ic | 5 | 5.0% |
수원신갈ic-신갈jc | 5 | 5.0% |
동탄jc-오산ic | 5 | 5.0% |
오산ic-동탄jc | 5 | 5.0% |
천안ic-북천안ic | 5 | 5.0% |
북천안ic-천안ic | 5 | 5.0% |
안성jc-안성ic | 5 | 5.0% |
Other values (17) | 50 |
장비이정(km)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 16.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 303.687 |
Minimum | 2.2 |
---|---|
Maximum | 410.41 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.2 |
---|---|
5-th percentile | 24.5 |
Q1 | 290.5 |
median | 326 |
Q3 | 380.1 |
95-th percentile | 410.41 |
Maximum | 410.41 |
Range | 408.21 |
Interquartile range (IQR) | 89.6 |
Descriptive statistics
Standard deviation | 108.12257 |
---|---|
Coefficient of variation (CV) | 0.35603291 |
Kurtosis | 1.8540012 |
Mean | 303.687 |
Median Absolute Deviation (MAD) | 49.9 |
Skewness | -1.6151505 |
Sum | 30368.7 |
Variance | 11690.49 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
361.3 | 10 | |
345.2 | 10 | |
410.41 | 10 | |
393.2 | 10 | |
380.1 | 10 | |
258.3 | 7 | 7.0% |
306.8 | 6 | 6.0% |
301.9 | 6 | 6.0% |
276.1 | 6 | 6.0% |
297.9 | 5 | 5.0% |
Other values (6) | 20 |
Value | Count | Frequency (%) |
2.2 | 2 | 2.0% |
24.5 | 4 | |
44.5 | 2 | 2.0% |
76.3 | 4 | |
258.3 | 7 | |
276.1 | 6 | |
295.3 | 4 | |
295.6 | 4 | |
297.9 | 5 | |
301.9 | 6 |
Value | Count | Frequency (%) |
410.41 | 10 | |
393.2 | 10 | |
380.1 | 10 | |
361.3 | 10 | |
345.2 | 10 | |
306.8 | 6 | |
301.9 | 6 | |
297.9 | 5 | |
295.6 | 4 | 4.0% |
295.3 | 4 | 4.0% |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20221101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20221101 |
---|---|
2nd row | 20221101 |
3rd row | 20221101 |
4th row | 20221101 |
5th row | 20221101 |
Common Values
Value | Count | Frequency (%) |
20221101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20221101 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
15 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 15 |
---|---|
2nd row | 15 |
3rd row | 15 |
4th row | 15 |
5th row | 15 |
Common Values
Value | Count | Frequency (%) |
15 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 100 |
차량통과수(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 59.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 45.36 |
Minimum | 0 |
---|---|
Maximum | 180 |
Zeros | 26 |
Zeros (%) | 26.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 32.5 |
Q3 | 69.25 |
95-th percentile | 139.3 |
Maximum | 180 |
Range | 180 |
Interquartile range (IQR) | 69.25 |
Descriptive statistics
Standard deviation | 46.65812 |
---|---|
Coefficient of variation (CV) | 1.0286182 |
Kurtosis | -0.054156185 |
Mean | 45.36 |
Median Absolute Deviation (MAD) | 32.5 |
Skewness | 0.91215068 |
Sum | 4536 |
Variance | 2176.9802 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 26 | |
62 | 3 | 3.0% |
29 | 3 | 3.0% |
1 | 3 | 3.0% |
81 | 3 | 3.0% |
100 | 2 | 2.0% |
26 | 2 | 2.0% |
54 | 2 | 2.0% |
16 | 2 | 2.0% |
47 | 2 | 2.0% |
Other values (49) | 52 |
Value | Count | Frequency (%) |
0 | 26 | |
1 | 3 | 3.0% |
2 | 1 | 1.0% |
3 | 1 | 1.0% |
4 | 1 | 1.0% |
5 | 1 | 1.0% |
6 | 1 | 1.0% |
13 | 1 | 1.0% |
15 | 1 | 1.0% |
16 | 2 | 2.0% |
Value | Count | Frequency (%) |
180 | 1 | |
157 | 1 | |
151 | 1 | |
148 | 1 | |
145 | 1 | |
139 | 1 | |
134 | 1 | |
123 | 1 | |
122 | 1 | |
121 | 2 |
평균 속도(km/hr)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 62 |
---|---|
Distinct (%) | 62.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.1505 |
Minimum | 0 |
---|---|
Maximum | 132.5 |
Zeros | 26 |
Zeros (%) | 26.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 80.165 |
Q3 | 89.525 |
95-th percentile | 109.1 |
Maximum | 132.5 |
Range | 132.5 |
Interquartile range (IQR) | 89.525 |
Descriptive statistics
Standard deviation | 40.457328 |
---|---|
Coefficient of variation (CV) | 0.62098261 |
Kurtosis | -0.87831411 |
Mean | 65.1505 |
Median Absolute Deviation (MAD) | 12.19 |
Skewness | -0.81698801 |
Sum | 6515.05 |
Variance | 1636.7954 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 26 | |
75.0 | 6 | 6.0% |
100.0 | 3 | 3.0% |
69.33 | 2 | 2.0% |
83.0 | 2 | 2.0% |
103.0 | 2 | 2.0% |
96.0 | 2 | 2.0% |
108.5 | 2 | 2.0% |
88.5 | 2 | 2.0% |
112.5 | 1 | 1.0% |
Other values (52) | 52 |
Value | Count | Frequency (%) |
0.0 | 26 | |
69.33 | 2 | 2.0% |
70.0 | 1 | 1.0% |
70.67 | 1 | 1.0% |
72.0 | 1 | 1.0% |
74.0 | 1 | 1.0% |
74.43 | 1 | 1.0% |
75.0 | 6 | 6.0% |
76.22 | 1 | 1.0% |
77.43 | 1 | 1.0% |
Value | Count | Frequency (%) |
132.5 | 1 | |
123.67 | 1 | |
112.5 | 1 | |
111.25 | 1 | |
111.0 | 1 | |
109.0 | 1 | |
108.5 | 2 | |
105.0 | 1 | |
103.25 | 1 | |
103.0 | 2 |
위도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 16.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.825348 |
Minimum | 36.307222 |
---|---|
Maximum | 37.42325 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.307222 |
---|---|
5-th percentile | 36.307222 |
Q1 | 36.54 |
median | 36.850562 |
Q3 | 37.158778 |
95-th percentile | 37.42325 |
Maximum | 37.42325 |
Range | 1.1160278 |
Interquartile range (IQR) | 0.61877778 |
Descriptive statistics
Standard deviation | 0.36475994 |
---|---|
Coefficient of variation (CV) | 0.0099051323 |
Kurtosis | -1.3186764 |
Mean | 36.825348 |
Median Absolute Deviation (MAD) | 0.30821528 |
Skewness | 0.21583666 |
Sum | 3682.5348 |
Variance | 0.13304981 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.00888889 | 10 | |
36.86890278 | 10 | |
37.42325 | 10 | |
37.27944444 | 10 | |
37.15877778 | 10 | |
36.30722222 | 7 | 7.0% |
36.64019722 | 6 | 6.0% |
36.60611111 | 6 | 6.0% |
36.38961 | 6 | 6.0% |
36.57694444 | 5 | 5.0% |
Other values (6) | 20 |
Value | Count | Frequency (%) |
36.30722222 | 7 | |
36.36835833 | 4 | |
36.38961 | 6 | |
36.444525 | 2 | 2.0% |
36.46971667 | 4 | |
36.54 | 4 | |
36.55638889 | 4 | |
36.57694444 | 5 | |
36.60611111 | 6 | |
36.64019722 | 6 |
Value | Count | Frequency (%) |
37.42325 | 10 | |
37.27944444 | 10 | |
37.15877778 | 10 | |
37.00888889 | 10 | |
36.86890278 | 10 | |
36.83222222 | 2 | 2.0% |
36.64019722 | 6 | |
36.60611111 | 6 | |
36.57694444 | 5 | |
36.55638889 | 4 | 4.0% |
경도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 16.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.31476 |
Minimum | 126.63417 |
---|---|
Maximum | 128.20082 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.63417 |
---|---|
5-th percentile | 127.07728 |
Q1 | 127.10583 |
median | 127.18672 |
Q3 | 127.42896 |
95-th percentile | 127.88483 |
Maximum | 128.20082 |
Range | 1.5666555 |
Interquartile range (IQR) | 0.32312505 |
Descriptive statistics
Standard deviation | 0.28366283 |
---|---|
Coefficient of variation (CV) | 0.0022280435 |
Kurtosis | 2.3635411 |
Mean | 127.31476 |
Median Absolute Deviation (MAD) | 0.150425 |
Skewness | 1.106415 |
Sum | 12731.476 |
Variance | 0.0804646 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.1491667 | 10 | |
127.1867222 | 10 | |
127.0772778 | 10 | |
127.1058333 | 10 | |
127.0883333 | 10 | |
127.5744444 | 7 | 7.0% |
127.3781278 | 6 | 6.0% |
127.4083333 | 6 | 6.0% |
127.423508 | 6 | 6.0% |
127.4277778 | 5 | 5.0% |
Other values (6) | 20 |
Value | Count | Frequency (%) |
126.6341667 | 2 | 2.0% |
127.0772778 | 10 | |
127.0883333 | 10 | |
127.1058333 | 10 | |
127.1491667 | 10 | |
127.1867222 | 10 | |
127.3781278 | 6 | |
127.4083333 | 6 | |
127.423508 | 6 | |
127.4277778 | 5 |
Value | Count | Frequency (%) |
128.2008222 | 4 | |
127.8848333 | 2 | 2.0% |
127.6690722 | 4 | |
127.5744444 | 7 | |
127.4338889 | 4 | |
127.4325 | 4 | |
127.4277778 | 5 | |
127.423508 | 6 | |
127.4083333 | 6 | |
127.3781278 | 6 |
기울기(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 27.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.09707377 |
Minimum | -2.788625 |
---|---|
Maximum | 2.703849 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 52 |
Negative (%) | 52.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -2.788625 |
---|---|
5-th percentile | -1.7593238 |
Q1 | -0.73138 |
median | -0.06339 |
Q3 | 0.67615675 |
95-th percentile | 1.718283 |
Maximum | 2.703849 |
Range | 5.492474 |
Interquartile range (IQR) | 1.4075368 |
Descriptive statistics
Standard deviation | 1.1686855 |
---|---|
Coefficient of variation (CV) | -12.039149 |
Kurtosis | -0.091092428 |
Mean | -0.09707377 |
Median Absolute Deviation (MAD) | 0.735367 |
Skewness | 0.022211902 |
Sum | -9.707377 |
Variance | 1.3658259 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.30142 | 5 | 5.0% |
-0.73138 | 5 | 5.0% |
0.69298 | 5 | 5.0% |
-1.758683 | 5 | 5.0% |
-0.139436 | 5 | 5.0% |
0.151187 | 5 | 5.0% |
0.671977 | 5 | 5.0% |
-0.660004 | 5 | 5.0% |
-0.624001 | 5 | 5.0% |
0.61369 | 5 | 5.0% |
Other values (17) | 50 |
Value | Count | Frequency (%) |
-2.788625 | 3 | |
-1.7715 | 2 | 2.0% |
-1.758683 | 5 | |
-1.717451 | 3 | |
-1.30142 | 5 | |
-1.29918 | 2 | 2.0% |
-0.807188 | 4 | |
-0.73138 | 5 | |
-0.688696 | 3 | |
-0.660004 | 5 |
Value | Count | Frequency (%) |
2.703849 | 3 | |
1.73409 | 2 | 2.0% |
1.717451 | 3 | |
1.293015 | 5 | |
1.056036 | 4 | |
0.69298 | 5 | |
0.688696 | 3 | |
0.671977 | 5 | |
0.61369 | 5 | |
0.5068 | 2 | 2.0% |
TSP(g/km)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 71 |
---|---|
Distinct (%) | 71.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.4084 |
Minimum | 0 |
---|---|
Maximum | 15.2 |
Zeros | 26 |
Zeros (%) | 26.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1.2 |
Q3 | 6.3275 |
95-th percentile | 12.611 |
Maximum | 15.2 |
Range | 15.2 |
Interquartile range (IQR) | 6.3275 |
Descriptive statistics
Standard deviation | 4.2680594 |
---|---|
Coefficient of variation (CV) | 1.2522179 |
Kurtosis | 0.21616442 |
Mean | 3.4084 |
Median Absolute Deviation (MAD) | 1.2 |
Skewness | 1.1490412 |
Sum | 340.84 |
Variance | 18.216331 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 26 | |
0.14 | 2 | 2.0% |
0.03 | 2 | 2.0% |
0.02 | 2 | 2.0% |
1.59 | 2 | 2.0% |
8.96 | 1 | 1.0% |
7.04 | 1 | 1.0% |
2.24 | 1 | 1.0% |
1.25 | 1 | 1.0% |
8.91 | 1 | 1.0% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
0.0 | 26 | |
0.01 | 1 | 1.0% |
0.02 | 2 | 2.0% |
0.03 | 2 | 2.0% |
0.07 | 1 | 1.0% |
0.09 | 1 | 1.0% |
0.12 | 1 | 1.0% |
0.14 | 2 | 2.0% |
0.16 | 1 | 1.0% |
0.17 | 1 | 1.0% |
Value | Count | Frequency (%) |
15.2 | 1 | |
15.13 | 1 | |
14.3 | 1 | |
12.91 | 1 | |
12.63 | 1 | |
12.61 | 1 | |
11.35 | 1 | |
11.2 | 1 | |
10.82 | 1 | |
10.47 | 1 |
PM10(g/km)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 66 |
---|---|
Distinct (%) | 66.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4997 |
Minimum | 0 |
---|---|
Maximum | 6.69 |
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 | 0.53 |
Q3 | 2.7825 |
95-th percentile | 5.5505 |
Maximum | 6.69 |
Range | 6.69 |
Interquartile range (IQR) | 2.7825 |
Descriptive statistics
Standard deviation | 1.8782619 |
---|---|
Coefficient of variation (CV) | 1.2524251 |
Kurtosis | 0.21624099 |
Mean | 1.4997 |
Median Absolute Deviation (MAD) | 0.53 |
Skewness | 1.1488521 |
Sum | 149.97 |
Variance | 3.5278676 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 27 | |
0.01 | 4 | 4.0% |
1.02 | 2 | 2.0% |
0.31 | 2 | 2.0% |
0.7 | 2 | 2.0% |
0.06 | 2 | 2.0% |
0.07 | 2 | 2.0% |
3.61 | 1 | 1.0% |
1.01 | 1 | 1.0% |
6.69 | 1 | 1.0% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
0.0 | 27 | |
0.01 | 4 | 4.0% |
0.03 | 1 | 1.0% |
0.04 | 1 | 1.0% |
0.05 | 1 | 1.0% |
0.06 | 2 | 2.0% |
0.07 | 2 | 2.0% |
0.09 | 1 | 1.0% |
0.1 | 1 | 1.0% |
0.13 | 1 | 1.0% |
Value | Count | Frequency (%) |
6.69 | 1 | |
6.66 | 1 | |
6.29 | 1 | |
5.68 | 1 | |
5.56 | 1 | |
5.55 | 1 | |
4.99 | 1 | |
4.93 | 1 | |
4.76 | 1 | |
4.61 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
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 신갈동 | |
Other values (9) |
Length
Max length | 18 |
---|---|
Median length | 15 |
Mean length | 12.58 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충북 옥천군 옥천읍 삼양리 |
---|---|
2nd row | 충북 옥천군 옥천읍 삼양리 |
3rd row | 충북 옥천군 옥천읍 삼양리 |
4th row | 충북 옥천군 옥천읍 삼양리 |
5th row | 충북 옥천군 옥천읍 삼양리 |
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 신갈동 | 10 | |
경기 성남시 수정구 금토동 | 10 | |
충북 옥천군 옥천읍 삼양리 | 7 | |
대전 대덕구 연축동 | 6 | |
충북 청주시 흥덕구 강서1동 | 6 | |
충북 청원군 강내면 | 6 | |
Other values (4) | 12 |
Length
Value | Count | Frequency (%) |
경기 | 40 | 11.0% |
충북 | 36 | 9.9% |
청원군 | 19 | 5.2% |
남이면 | 13 | 3.6% |
충남 | 10 | 2.7% |
송리 | 10 | 2.7% |
금토동 | 10 | 2.7% |
수정구 | 10 | 2.7% |
성남시 | 10 | 2.7% |
신갈동 | 10 | 2.7% |
Other values (30) | 197 |
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 | 0.959 | 0.000 | 0.000 | 0.981 | 0.920 | 0.487 | 0.091 | 0.910 | 0.855 | 0.893 | 0.353 | 0.353 | 0.946 |
지점 | 0.959 | 1.000 | 0.196 | 0.000 | 1.000 | 1.000 | 0.223 | 0.292 | 1.000 | 1.000 | 0.904 | 0.290 | 0.290 | 1.000 |
방향 | 0.000 | 0.196 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.694 | 0.135 | 0.135 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.088 | 0.402 | 0.263 | 0.000 | 0.000 | 0.000 | 0.576 | 0.576 | 0.000 |
측정구간 | 0.981 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.369 | 1.000 | 1.000 | 1.000 | 0.310 | 0.310 | 1.000 |
장비이정(km) | 0.920 | 1.000 | 0.000 | 0.088 | 1.000 | 1.000 | 0.385 | 0.000 | 0.972 | 0.914 | 0.747 | 0.354 | 0.354 | 1.000 |
차량통과수(대) | 0.487 | 0.223 | 0.000 | 0.402 | 0.000 | 0.385 | 1.000 | 0.561 | 0.453 | 0.000 | 0.000 | 0.832 | 0.832 | 0.373 |
평균 속도(km/hr) | 0.091 | 0.292 | 0.000 | 0.263 | 0.369 | 0.000 | 0.561 | 1.000 | 0.000 | 0.167 | 0.000 | 0.541 | 0.541 | 0.275 |
위도(°) | 0.910 | 1.000 | 0.000 | 0.000 | 1.000 | 0.972 | 0.453 | 0.000 | 1.000 | 0.903 | 0.763 | 0.000 | 0.000 | 1.000 |
경도(°) | 0.855 | 1.000 | 0.000 | 0.000 | 1.000 | 0.914 | 0.000 | 0.167 | 0.903 | 1.000 | 0.713 | 0.191 | 0.191 | 1.000 |
기울기(°) | 0.893 | 0.904 | 0.694 | 0.000 | 1.000 | 0.747 | 0.000 | 0.000 | 0.763 | 0.713 | 1.000 | 0.158 | 0.158 | 0.877 |
TSP(g/km) | 0.353 | 0.290 | 0.135 | 0.576 | 0.310 | 0.354 | 0.832 | 0.541 | 0.000 | 0.191 | 0.158 | 1.000 | 1.000 | 0.207 |
PM10(g/km) | 0.353 | 0.290 | 0.135 | 0.576 | 0.310 | 0.354 | 0.832 | 0.541 | 0.000 | 0.191 | 0.158 | 1.000 | 1.000 | 0.207 |
주소 | 0.946 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.373 | 0.275 | 1.000 | 1.000 | 0.877 | 0.207 | 0.207 | 1.000 |
지점 | 차선 | 측정구간 | 방향 | 주소 | |
---|---|---|---|---|---|
지점 | 1.000 | 0.000 | 0.932 | 0.137 | 0.988 |
차선 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 0.932 | 0.000 | 1.000 | 0.863 | 0.921 |
방향 | 0.137 | 0.000 | 0.863 | 1.000 | 0.000 |
주소 | 0.988 | 0.000 | 0.921 | 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 | 0.360 | 0.282 | 0.185 | 0.543 | -0.455 | 0.041 | 0.185 | 0.186 | 0.791 | 0.000 | 0.000 | 0.794 | 0.766 |
장비이정(km) | 0.360 | 1.000 | 0.343 | 0.089 | 0.955 | -0.859 | 0.073 | 0.036 | 0.035 | 0.945 | 0.000 | 0.055 | 0.881 | 0.957 |
차량통과수(대) | 0.282 | 0.343 | 1.000 | 0.618 | 0.341 | -0.255 | 0.010 | 0.854 | 0.853 | 0.000 | 0.000 | 0.123 | 0.000 | 0.126 |
평균 속도(km/hr) | 0.185 | 0.089 | 0.618 | 1.000 | 0.102 | -0.030 | -0.101 | 0.561 | 0.550 | 0.099 | 0.000 | 0.163 | 0.123 | 0.094 |
위도(°) | 0.543 | 0.955 | 0.341 | 0.102 | 1.000 | -0.929 | 0.077 | 0.039 | 0.040 | 0.961 | 0.000 | 0.000 | 0.896 | 0.972 |
경도(°) | -0.455 | -0.859 | -0.255 | -0.030 | -0.929 | 1.000 | -0.119 | 0.063 | 0.061 | 0.956 | 0.000 | 0.000 | 0.891 | 0.967 |
기울기(°) | 0.041 | 0.073 | 0.010 | -0.101 | 0.077 | -0.119 | 1.000 | -0.137 | -0.139 | 0.633 | 0.518 | 0.000 | 0.901 | 0.596 |
TSP(g/km) | 0.185 | 0.036 | 0.854 | 0.561 | 0.039 | 0.063 | -0.137 | 1.000 | 0.999 | 0.106 | 0.095 | 0.266 | 0.091 | 0.074 |
PM10(g/km) | 0.186 | 0.035 | 0.853 | 0.550 | 0.040 | 0.061 | -0.139 | 0.999 | 1.000 | 0.106 | 0.095 | 0.266 | 0.091 | 0.074 |
지점 | 0.791 | 0.945 | 0.000 | 0.099 | 0.961 | 0.956 | 0.633 | 0.106 | 0.106 | 1.000 | 0.137 | 0.000 | 0.932 | 0.988 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.518 | 0.095 | 0.095 | 0.137 | 1.000 | 0.000 | 0.863 | 0.000 |
차선 | 0.000 | 0.055 | 0.123 | 0.163 | 0.000 | 0.000 | 0.000 | 0.266 | 0.266 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.794 | 0.881 | 0.000 | 0.123 | 0.896 | 0.891 | 0.901 | 0.091 | 0.091 | 0.932 | 0.863 | 0.000 | 1.000 | 0.921 |
주소 | 0.766 | 0.957 | 0.126 | 0.094 | 0.972 | 0.967 | 0.596 | 0.074 | 0.074 | 0.988 | 0.000 | 0.000 | 0.921 | 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-0010-2583E-7 | E | 1 | 금강IC-옥천IC | 258.3 | 20221101 | 15 | 0 | 0.0 | 36.307222 | 127.574444 | -0.06339 | 0.0 | 0.0 | 충북 옥천군 옥천읍 삼양리 |
1 | 2 | 도로공사 | A-0010-2583E-7 | E | 2 | 금강IC-옥천IC | 258.3 | 20221101 | 15 | 26 | 69.33 | 36.307222 | 127.574444 | -0.06339 | 3.11 | 1.37 | 충북 옥천군 옥천읍 삼양리 |
2 | 3 | 도로공사 | A-0010-2583E-7 | E | 3 | 금강IC-옥천IC | 258.3 | 20221101 | 15 | 0 | 0.0 | 36.307222 | 127.574444 | -0.06339 | 0.0 | 0.0 | 충북 옥천군 옥천읍 삼양리 |
3 | 4 | 도로공사 | A-0010-2583E-7 | S | 1 | 옥천IC-금강IC | 258.3 | 20221101 | 15 | 5 | 87.5 | 36.307222 | 127.574444 | 0.2594 | 0.22 | 0.1 | 충북 옥천군 옥천읍 삼양리 |
4 | 5 | 도로공사 | A-0010-2583E-7 | S | 2 | 옥천IC-금강IC | 258.3 | 20221101 | 15 | 29 | 75.0 | 36.307222 | 127.574444 | 0.2594 | 0.16 | 0.07 | 충북 옥천군 옥천읍 삼양리 |
5 | 6 | 도로공사 | A-0010-2583E-7 | S | 3 | 옥천IC-금강IC | 258.3 | 20221101 | 15 | 6 | 75.0 | 36.307222 | 127.574444 | 0.2594 | 0.03 | 0.01 | 충북 옥천군 옥천읍 삼양리 |
6 | 7 | 도로공사 | A-0010-2583E-7 | S | 4 | 옥천IC-금강IC | 258.3 | 20221101 | 15 | 0 | 0.0 | 36.307222 | 127.574444 | 0.2594 | 0.0 | 0.0 | 충북 옥천군 옥천읍 삼양리 |
7 | 8 | 도로공사 | A-0010-2761E-6 | E | 1 | 대전IC-회덕JC | 276.1 | 20221101 | 15 | 0 | 0.0 | 36.38961 | 127.423508 | -2.788625 | 0.0 | 0.0 | 대전 대덕구 연축동 |
8 | 9 | 도로공사 | A-0010-2761E-6 | E | 2 | 대전IC-회덕JC | 276.1 | 20221101 | 15 | 57 | 88.9 | 36.38961 | 127.423508 | -2.788625 | 7.94 | 3.49 | 대전 대덕구 연축동 |
9 | 10 | 도로공사 | A-0010-2761E-6 | E | 3 | 대전IC-회덕JC | 276.1 | 20221101 | 15 | 61 | 79.5 | 36.38961 | 127.423508 | -2.788625 | 11.35 | 4.99 | 대전 대덕구 연축동 |
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-0300-0245S-4 | S | 1 | 보은IC-회인IC | 24.5 | 20221101 | 15 | 56 | 82.44 | 36.469717 | 127.669072 | 0.5068 | 6.95 | 3.06 | 충북 보은군 수한면 |
91 | 92 | 도로공사 | A-0300-0245S-4 | S | 2 | 보은IC-회인IC | 24.5 | 20221101 | 15 | 29 | 77.43 | 36.469717 | 127.669072 | 0.5068 | 4.27 | 1.88 | 충북 보은군 수한면 |
92 | 93 | 도로공사 | A-0300-0445S-4 | S | 1 | 화서IC-구병산Hi | 44.5 | 20221101 | 15 | 1 | 97.0 | 36.444525 | 127.884833 | -1.29918 | 0.14 | 0.06 | 경북 상주시 화남면 |
93 | 94 | 도로공사 | A-0300-0445S-4 | S | 2 | 화서IC-구병산Hi | 44.5 | 20221101 | 15 | 55 | 108.5 | 36.444525 | 127.884833 | -1.29918 | 12.91 | 5.68 | 경북 상주시 화남면 |
94 | 95 | 도로공사 | A-0300-0763S-4 | E | 1 | 남상주IC-낙동JC | 76.3 | 20221101 | 15 | 23 | 93.71 | 36.368358 | 128.200822 | -1.7715 | 2.33 | 1.02 | 경북 상주시 낙동면 |
95 | 96 | 도로공사 | A-0300-0763S-4 | E | 2 | 남상주IC-낙동JC | 76.3 | 20221101 | 15 | 62 | 82.8 | 36.368358 | 128.200822 | -1.7715 | 12.63 | 5.56 | 경북 상주시 낙동면 |
96 | 97 | 도로공사 | A-0300-0763S-4 | S | 1 | 낙동JC-남상주IC | 76.3 | 20221101 | 15 | 29 | 83.0 | 36.368358 | 128.200822 | 1.73409 | 1.15 | 0.51 | 경북 상주시 낙동면 |
97 | 98 | 도로공사 | A-0300-0763S-4 | S | 2 | 낙동JC-남상주IC | 76.3 | 20221101 | 15 | 54 | 79.4 | 36.368358 | 128.200822 | 1.73409 | 8.45 | 3.72 | 경북 상주시 낙동면 |
98 | 99 | 도로공사 | A-0301-0022S-4 | E | 1 | 당진JC-면천IC | 2.2 | 20221101 | 15 | 4 | 75.0 | 36.832222 | 126.634167 | 0.296212 | 0.02 | 0.01 | 충청 당진군 면천면 사기소리 |
99 | 100 | 도로공사 | A-0301-0022S-4 | E | 2 | 당진JC-면천IC | 2.2 | 20221101 | 15 | 0 | 0.0 | 36.832222 | 126.634167 | 0.296212 | 0.0 | 0.0 | 충청 당진군 면천면 사기소리 |