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 | 8 |
---|---|
Categorical | 9 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=a0226fa0-fe33-11ea-9867-1b12bf08ea04 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
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 |
지점 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 5~7차종 교통량(대) | 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 2 other fields | High correlation |
5~7차종 교통량(대) is highly overall correlated with 차량통과수(대) and 2 other fields | High correlation |
10~12차종 교통량(대) is highly overall correlated with 5~7차종 교통량(대) and 1 other fields | High correlation |
방향 is highly overall correlated with 측정구간 | High correlation |
8~9차종 교통량(대) is highly overall correlated with 5~7차종 교통량(대) and 1 other fields | High correlation |
8~9차종 교통량(대) is highly imbalanced (61.7%) | Imbalance |
기본키 has unique values | Unique |
차량통과수(대) has 19 (19.0%) zeros | Zeros |
5~7차종 교통량(대) has 54 (54.0%) zeros | Zeros |
10~12차종 교통량(대) has 73 (73.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:54:13.551630 |
---|---|
Analysis finished | 2023-12-10 10:54:26.862810 |
Duration | 13.31 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 | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
A-0010-3452S-10 | |
---|---|
A-0010-3613E-10 | |
A-0010-3352E-9 | |
A-0010-1185E-8 | |
A-0010-2583E-7 | |
Other values (10) |
Length
Max length | 15 |
---|---|
Median length | 14 |
Mean length | 14.2 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A-0010-0083E-6 |
---|---|
2nd row | A-0010-0083E-6 |
3rd row | A-0010-0083E-6 |
4th row | A-0010-0083E-6 |
5th row | A-0010-0083E-6 |
Common Values
Value | Count | Frequency (%) |
A-0010-3452S-10 | 10 | 10.0% |
A-0010-3613E-10 | 10 | 10.0% |
A-0010-3352E-9 | 9 | 9.0% |
A-0010-1185E-8 | 8 | 8.0% |
A-0010-2583E-7 | 7 | 7.0% |
A-0010-0083E-6 | 6 | 6.0% |
A-0010-0538E-6 | 6 | 6.0% |
A-0010-1073E-6 | 6 | 6.0% |
A-0010-1880E-6 | 6 | 6.0% |
A-0010-2695C-6 | 6 | 6.0% |
Other values (5) | 26 |
Length
Value | Count | Frequency (%) |
a-0010-3452s-10 | 10 | 10.0% |
a-0010-3613e-10 | 10 | 10.0% |
a-0010-3352e-9 | 9 | 9.0% |
a-0010-1185e-8 | 8 | 8.0% |
a-0010-2583e-7 | 7 | 7.0% |
a-0010-0083e-6 | 6 | 6.0% |
a-0010-0538e-6 | 6 | 6.0% |
a-0010-1073e-6 | 6 | 6.0% |
a-0010-1880e-6 | 6 | 6.0% |
a-0010-2695c-6 | 6 | 6.0% |
Other values (5) | 26 |
방향
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
S | |
---|---|
E |
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 (%) |
S | 53 | |
E | 47 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
s | 53 | |
e | 47 |
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 | 27 | |
4 | 12 | |
5 | 7 | 7.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 27 | |
2 | 27 | |
3 | 27 | |
4 | 12 | |
5 | 7 | 7.0% |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 27.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
안성JC-안성IC | 5 |
---|---|
북천안IC-천안IC | 5 |
천안IC-북천안IC | 5 |
천안IC-천안JC | 5 |
남이JC-청주JC | 5 |
Other values (22) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 9.28 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 노포JC-양산JC |
---|---|
2nd row | 노포JC-양산JC |
3rd row | 노포JC-양산JC |
4th row | 양산JC-노포JC |
5th row | 양산JC-노포JC |
Common Values
Value | Count | Frequency (%) |
안성JC-안성IC | 5 | 5.0% |
북천안IC-천안IC | 5 | 5.0% |
천안IC-북천안IC | 5 | 5.0% |
천안IC-천안JC | 5 | 5.0% |
남이JC-청주JC | 5 | 5.0% |
청주JC-남이JC | 5 | 5.0% |
안성IC-안성JC | 5 | 5.0% |
옥천IC-금강IC | 4 | 4.0% |
청주JC-남청주IC | 4 | 4.0% |
천안JC-천안IC | 4 | 4.0% |
Other values (17) | 53 |
Length
Value | Count | Frequency (%) |
안성jc-안성ic | 5 | 5.0% |
천안ic-북천안ic | 5 | 5.0% |
천안ic-천안jc | 5 | 5.0% |
남이jc-청주jc | 5 | 5.0% |
청주jc-남이jc | 5 | 5.0% |
안성ic-안성jc | 5 | 5.0% |
북천안ic-천안ic | 5 | 5.0% |
동대구jc-경산ic | 4 | 4.0% |
경산ic-동대구jc | 4 | 4.0% |
천안jc-천안ic | 4 | 4.0% |
Other values (17) | 53 |
장비이정(km)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 242.5868 |
Minimum | 8.3 |
---|---|
Maximum | 361.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 8.3 |
---|---|
5-th percentile | 8.3 |
Q1 | 118.5 |
median | 276.1 |
Q3 | 335.2 |
95-th percentile | 361.3 |
Maximum | 361.3 |
Range | 353 |
Interquartile range (IQR) | 216.7 |
Descriptive statistics
Standard deviation | 110.00748 |
---|---|
Coefficient of variation (CV) | 0.45347676 |
Kurtosis | -0.62198834 |
Mean | 242.5868 |
Median Absolute Deviation (MAD) | 69.1 |
Skewness | -0.85121911 |
Sum | 24258.68 |
Variance | 12101.645 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
345.2 | 10 | 10.0% |
361.3 | 10 | 10.0% |
335.2 | 9 | 9.0% |
118.5 | 8 | 8.0% |
258.3 | 7 | 7.0% |
8.3 | 6 | 6.0% |
53.4 | 6 | 6.0% |
107.31 | 6 | 6.0% |
188.02 | 6 | 6.0% |
269.5 | 6 | 6.0% |
Other values (5) | 26 |
Value | Count | Frequency (%) |
8.3 | 6 | |
53.4 | 6 | |
107.31 | 6 | |
118.5 | 8 | |
188.02 | 6 | |
258.3 | 7 | |
269.5 | 6 | |
276.1 | 6 | |
295.3 | 4 | |
297.9 | 5 |
Value | Count | Frequency (%) |
361.3 | 10 | |
345.2 | 10 | |
335.2 | 9 | |
306.8 | 6 | |
298.7 | 5 | |
297.9 | 5 | |
295.3 | 4 | 4.0% |
276.1 | 6 | |
269.5 | 6 | |
258.3 | 7 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210101 |
---|---|
2nd row | 20210101 |
3rd row | 20210101 |
4th row | 20210101 |
5th row | 20210101 |
Common Values
Value | Count | Frequency (%) |
20210101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210101 | 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 | 54 |
---|---|
Distinct (%) | 54.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.59 |
Minimum | 0 |
---|---|
Maximum | 112 |
Zeros | 19 |
Zeros (%) | 19.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 19.5 |
Q3 | 48 |
95-th percentile | 83.25 |
Maximum | 112 |
Range | 112 |
Interquartile range (IQR) | 44 |
Descriptive statistics
Standard deviation | 28.18485 |
---|---|
Coefficient of variation (CV) | 1.0215603 |
Kurtosis | 0.70936082 |
Mean | 27.59 |
Median Absolute Deviation (MAD) | 18.5 |
Skewness | 1.1365451 |
Sum | 2759 |
Variance | 794.38576 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 19 | 19.0% |
3 | 3 | 3.0% |
8 | 3 | 3.0% |
38 | 3 | 3.0% |
18 | 3 | 3.0% |
7 | 3 | 3.0% |
14 | 2 | 2.0% |
51 | 2 | 2.0% |
49 | 2 | 2.0% |
31 | 2 | 2.0% |
Other values (44) | 58 |
Value | Count | Frequency (%) |
0 | 19 | |
1 | 2 | 2.0% |
3 | 3 | 3.0% |
4 | 2 | 2.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
7 | 3 | 3.0% |
8 | 3 | 3.0% |
9 | 2 | 2.0% |
11 | 1 | 1.0% |
Value | Count | Frequency (%) |
112 | 1 | |
111 | 1 | |
100 | 1 | |
99 | 1 | |
88 | 1 | |
83 | 2 | |
76 | 1 | |
73 | 1 | |
68 | 1 | |
66 | 1 |
위도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.375861 |
Minimum | 35.306944 |
---|---|
Maximum | 37.008889 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 35.306944 |
---|---|
5-th percentile | 35.306944 |
Q1 | 35.904732 |
median | 36.38961 |
Q3 | 36.780833 |
95-th percentile | 37.008889 |
Maximum | 37.008889 |
Range | 1.7019444 |
Interquartile range (IQR) | 0.87610092 |
Descriptive statistics
Standard deviation | 0.47324885 |
---|---|
Coefficient of variation (CV) | 0.01300997 |
Kurtosis | -0.42349153 |
Mean | 36.375861 |
Median Absolute Deviation (MAD) | 0.39122333 |
Skewness | -0.62330577 |
Sum | 3637.5861 |
Variance | 0.22396448 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
36.86890278 | 10 | 10.0% |
37.00888889 | 10 | 10.0% |
36.78083333 | 9 | 9.0% |
35.90473241 | 8 | 8.0% |
36.30722222 | 7 | 7.0% |
35.30694444 | 6 | 6.0% |
35.68194444 | 6 | 6.0% |
35.88230609 | 6 | 6.0% |
36.15572222 | 6 | 6.0% |
36.3475 | 6 | 6.0% |
Other values (5) | 26 |
Value | Count | Frequency (%) |
35.30694444 | 6 | |
35.68194444 | 6 | |
35.88230609 | 6 | |
35.90473241 | 8 | |
36.15572222 | 6 | |
36.30722222 | 7 | |
36.3475 | 6 | |
36.38961 | 6 | |
36.54 | 4 | |
36.57694444 | 5 |
Value | Count | Frequency (%) |
37.00888889 | 10 | |
36.86890278 | 10 | |
36.78083333 | 9 | |
36.64019722 | 6 | |
36.58444444 | 5 | |
36.57694444 | 5 | |
36.54 | 4 | 4.0% |
36.38961 | 6 | |
36.3475 | 6 | |
36.30722222 | 7 |
경도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.79001 |
Minimum | 127.14917 |
---|---|
Maximum | 129.18111 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 127.14917 |
---|---|
5-th percentile | 127.14917 |
Q1 | 127.18672 |
median | 127.42778 |
Q3 | 128.56147 |
95-th percentile | 129.18111 |
Maximum | 129.18111 |
Range | 2.0319444 |
Interquartile range (IQR) | 1.3747494 |
Descriptive statistics
Standard deviation | 0.70924442 |
---|---|
Coefficient of variation (CV) | 0.0055500774 |
Kurtosis | -0.79158283 |
Mean | 127.79001 |
Median Absolute Deviation (MAD) | 0.2511111 |
Skewness | 0.91233757 |
Sum | 12779.001 |
Variance | 0.50302764 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.1867222 | 10 | 10.0% |
127.1491667 | 10 | 10.0% |
127.1766667 | 9 | 9.0% |
128.5614716 | 8 | 8.0% |
127.5744444 | 7 | 7.0% |
129.0747222 | 6 | 6.0% |
129.1811111 | 6 | 6.0% |
128.8488161 | 6 | 6.0% |
128.2132778 | 6 | 6.0% |
127.4691667 | 6 | 6.0% |
Other values (5) | 26 |
Value | Count | Frequency (%) |
127.1491667 | 10 | |
127.1766667 | 9 | |
127.1867222 | 10 | |
127.3781278 | 6 | |
127.423508 | 6 | |
127.4263889 | 5 | |
127.4277778 | 5 | |
127.4338889 | 4 | 4.0% |
127.4691667 | 6 | |
127.5744444 | 7 |
Value | Count | Frequency (%) |
129.1811111 | 6 | |
129.0747222 | 6 | |
128.8488161 | 6 | |
128.5614716 | 8 | |
128.2132778 | 6 | |
127.5744444 | 7 | |
127.4691667 | 6 | |
127.4338889 | 4 | |
127.4277778 | 5 | |
127.4263889 | 5 |
기울기(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 27.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.03454729 |
Minimum | -13.24576 |
---|---|
Maximum | 12.47809 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 48 |
Negative (%) | 48.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -13.24576 |
---|---|
5-th percentile | -3.15276 |
Q1 | -1.252479 |
median | 0.166426 |
Q3 | 1.172023 |
95-th percentile | 3.071416 |
Maximum | 12.47809 |
Range | 25.72385 |
Interquartile range (IQR) | 2.424502 |
Descriptive statistics
Standard deviation | 3.4502267 |
---|---|
Coefficient of variation (CV) | -99.869677 |
Kurtosis | 9.4780715 |
Mean | -0.03454729 |
Median Absolute Deviation (MAD) | 1.066093 |
Skewness | -0.26131262 |
Sum | -3.454729 |
Variance | 11.904064 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.30142 | 5 | 5.0% |
1.293015 | 5 | 5.0% |
0.61369 | 5 | 5.0% |
-0.624001 | 5 | 5.0% |
1.544389 | 5 | 5.0% |
1.437416 | 5 | 5.0% |
-1.758683 | 5 | 5.0% |
-0.807188 | 4 | 4.0% |
0.166426 | 4 | 4.0% |
-0.131348 | 4 | 4.0% |
Other values (17) | 53 |
Value | Count | Frequency (%) |
-13.24576 | 3 | |
-3.15276 | 3 | |
-2.788625 | 3 | |
-1.758683 | 5 | |
-1.359001 | 4 | |
-1.30142 | 5 | |
-1.252479 | 3 | |
-0.807188 | 4 | |
-0.688696 | 3 | |
-0.624001 | 5 |
Value | Count | Frequency (%) |
12.47809 | 3 | |
3.071416 | 3 | |
2.703849 | 3 | |
1.544389 | 5 | |
1.437416 | 5 | |
1.293015 | 5 | |
1.172023 | 3 | |
0.688696 | 3 | |
0.61369 | 5 | |
0.409237 | 3 |
5~7차종 교통량(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 19.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.11 |
Minimum | 0 |
---|---|
Maximum | 28 |
Zeros | 54 |
Zeros (%) | 54.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 18 |
Maximum | 28 |
Range | 28 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 5.8549728 |
---|---|
Coefficient of variation (CV) | 1.8826279 |
Kurtosis | 6.3220409 |
Mean | 3.11 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.5262964 |
Sum | 311 |
Variance | 34.280707 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 54 | |
1 | 9 | 9.0% |
2 | 8 | 8.0% |
3 | 5 | 5.0% |
4 | 4 | 4.0% |
8 | 3 | 3.0% |
7 | 3 | 3.0% |
5 | 2 | 2.0% |
18 | 2 | 2.0% |
9 | 1 | 1.0% |
Other values (9) | 9 | 9.0% |
Value | Count | Frequency (%) |
0 | 54 | |
1 | 9 | 9.0% |
2 | 8 | 8.0% |
3 | 5 | 5.0% |
4 | 4 | 4.0% |
5 | 2 | 2.0% |
6 | 1 | 1.0% |
7 | 3 | 3.0% |
8 | 3 | 3.0% |
9 | 1 | 1.0% |
Value | Count | Frequency (%) |
28 | 1 | |
27 | 1 | |
20 | 1 | |
19 | 1 | |
18 | 2 | |
17 | 1 | |
15 | 1 | |
13 | 1 | |
10 | 1 | |
9 | 1 |
8~9차종 교통량(대)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
1 | |
2 | 2 |
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 | 88 | |
1 | 10 | 10.0% |
2 | 2 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 88 | |
1 | 10 | 10.0% |
2 | 2 | 2.0% |
10~12차종 교통량(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.83 |
Minimum | 0 |
---|---|
Maximum | 10 |
Zeros | 73 |
Zeros (%) | 73.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 5.05 |
Maximum | 10 |
Range | 10 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 1.880549 |
---|---|
Coefficient of variation (CV) | 2.2657217 |
Kurtosis | 8.4476301 |
Mean | 0.83 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.8548648 |
Sum | 83 |
Variance | 3.5364646 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 73 | |
1 | 11 | 11.0% |
3 | 5 | 5.0% |
2 | 3 | 3.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
4 | 1 | 1.0% |
7 | 1 | 1.0% |
10 | 1 | 1.0% |
8 | 1 | 1.0% |
Value | Count | Frequency (%) |
0 | 73 | |
1 | 11 | 11.0% |
2 | 3 | 3.0% |
3 | 5 | 5.0% |
4 | 1 | 1.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
7 | 1 | 1.0% |
8 | 1 | 1.0% |
10 | 1 | 1.0% |
Value | Count | Frequency (%) |
10 | 1 | 1.0% |
8 | 1 | 1.0% |
7 | 1 | 1.0% |
6 | 2 | 2.0% |
5 | 2 | 2.0% |
4 | 1 | 1.0% |
3 | 5 | 5.0% |
2 | 3 | 3.0% |
1 | 11 | 11.0% |
0 | 73 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충남 천안시 서북구 성거읍 송남리 | |
---|---|
경기 안성시 원곡면 | |
충북 청원군 남이면 | |
충청 천안시 구성동 | |
대구 동구 안심3동 | |
Other values (9) |
Length
Max length | 18 |
---|---|
Median length | 10 |
Mean length | 11.7 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 경남 양산시 동면 |
---|---|
2nd row | 경남 양산시 동면 |
3rd row | 경남 양산시 동면 |
4th row | 경남 양산시 동면 |
5th row | 경남 양산시 동면 |
Common Values
Value | Count | Frequency (%) |
충남 천안시 서북구 성거읍 송남리 | 10 | |
경기 안성시 원곡면 | 10 | |
충북 청원군 남이면 | 9 | 9.0% |
충청 천안시 구성동 | 9 | 9.0% |
대구 동구 안심3동 | 8 | 8.0% |
충북 옥천군 옥천읍 삼양리 | 7 | 7.0% |
경남 양산시 동면 | 6 | 6.0% |
울산 울주군 두서면 활천리 | 6 | 6.0% |
경북 경산시 진량읍 | 6 | 6.0% |
경북 김천시 아포읍 봉산리 | 6 | 6.0% |
Other values (4) | 23 |
Length
Value | Count | Frequency (%) |
충북 | 27 | 7.8% |
청원군 | 20 | 5.8% |
천안시 | 19 | 5.5% |
남이면 | 14 | 4.1% |
경북 | 12 | 3.5% |
대전 | 12 | 3.5% |
대덕구 | 12 | 3.5% |
충남 | 10 | 2.9% |
서북구 | 10 | 2.9% |
성거읍 | 10 | 2.9% |
Other values (28) | 198 |
기본키 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 차량통과수(대) | 위도(°) | 경도(°) | 기울기(°) | 5~7차종 교통량(대) | 8~9차종 교통량(대) | 10~12차종 교통량(대) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.992 | 0.000 | 0.000 | 0.990 | 0.907 | 0.545 | 0.940 | 0.916 | 0.633 | 0.152 | 0.000 | 0.000 | 0.980 |
지점 | 0.992 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.541 | 1.000 | 1.000 | 0.863 | 0.000 | 0.000 | 0.000 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.297 | 0.000 | 0.000 | 0.486 | 0.000 | 0.000 | 0.000 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.392 | 0.000 | 0.000 | 0.000 | 0.380 | 0.286 | 0.373 | 0.000 |
측정구간 | 0.990 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.396 | 1.000 | 1.000 | 1.000 | 0.331 | 0.278 | 0.000 | 1.000 |
장비이정(km) | 0.907 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.268 | 0.973 | 0.970 | 0.657 | 0.000 | 0.000 | 0.000 | 1.000 |
차량통과수(대) | 0.545 | 0.541 | 0.297 | 0.392 | 0.396 | 0.268 | 1.000 | 0.436 | 0.343 | 0.359 | 0.630 | 0.291 | 0.597 | 0.524 |
위도(°) | 0.940 | 1.000 | 0.000 | 0.000 | 1.000 | 0.973 | 0.436 | 1.000 | 0.957 | 0.756 | 0.000 | 0.000 | 0.000 | 1.000 |
경도(°) | 0.916 | 1.000 | 0.000 | 0.000 | 1.000 | 0.970 | 0.343 | 0.957 | 1.000 | 0.457 | 0.000 | 0.000 | 0.000 | 1.000 |
기울기(°) | 0.633 | 0.863 | 0.486 | 0.000 | 1.000 | 0.657 | 0.359 | 0.756 | 0.457 | 1.000 | 0.526 | 0.276 | 0.486 | 0.849 |
5~7차종 교통량(대) | 0.152 | 0.000 | 0.000 | 0.380 | 0.331 | 0.000 | 0.630 | 0.000 | 0.000 | 0.526 | 1.000 | 0.866 | 0.835 | 0.144 |
8~9차종 교통량(대) | 0.000 | 0.000 | 0.000 | 0.286 | 0.278 | 0.000 | 0.291 | 0.000 | 0.000 | 0.276 | 0.866 | 1.000 | 0.748 | 0.000 |
10~12차종 교통량(대) | 0.000 | 0.000 | 0.000 | 0.373 | 0.000 | 0.000 | 0.597 | 0.000 | 0.000 | 0.486 | 0.835 | 0.748 | 1.000 | 0.000 |
주소 | 0.980 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.524 | 1.000 | 1.000 | 0.849 | 0.144 | 0.000 | 0.000 | 1.000 |
측정구간 | 주소 | 지점 | 8~9차종 교통량(대) | 차선 | 방향 | |
---|---|---|---|---|---|---|
측정구간 | 1.000 | 0.921 | 0.927 | 0.104 | 0.000 | 0.863 |
주소 | 0.921 | 1.000 | 0.994 | 0.000 | 0.000 | 0.000 |
지점 | 0.927 | 0.994 | 1.000 | 0.000 | 0.000 | 0.000 |
8~9차종 교통량(대) | 0.104 | 0.000 | 0.000 | 1.000 | 0.222 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 0.222 | 1.000 | 0.000 |
방향 | 0.863 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기본키 | 장비이정(km) | 차량통과수(대) | 위도(°) | 경도(°) | 기울기(°) | 5~7차종 교통량(대) | 10~12차종 교통량(대) | 지점 | 방향 | 차선 | 측정구간 | 8~9차종 교통량(대) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.997 | 0.069 | 0.997 | -0.974 | 0.021 | 0.075 | 0.083 | 0.884 | 0.000 | 0.000 | 0.840 | 0.000 | 0.890 |
장비이정(km) | 0.997 | 1.000 | 0.064 | 1.000 | -0.977 | 0.014 | 0.058 | 0.075 | 0.961 | 0.000 | 0.000 | 0.891 | 0.000 | 0.967 |
차량통과수(대) | 0.069 | 0.064 | 1.000 | 0.064 | -0.119 | -0.204 | 0.568 | 0.444 | 0.224 | 0.216 | 0.166 | 0.128 | 0.173 | 0.233 |
위도(°) | 0.997 | 1.000 | 0.064 | 1.000 | -0.977 | 0.014 | 0.058 | 0.075 | 0.966 | 0.000 | 0.000 | 0.896 | 0.000 | 0.972 |
경도(°) | -0.974 | -0.977 | -0.119 | -0.977 | 1.000 | -0.025 | -0.082 | -0.083 | 0.956 | 0.000 | 0.000 | 0.886 | 0.000 | 0.962 |
기울기(°) | 0.021 | 0.014 | -0.204 | 0.014 | -0.025 | 1.000 | -0.182 | 0.019 | 0.595 | 0.343 | 0.000 | 0.881 | 0.115 | 0.604 |
5~7차종 교통량(대) | 0.075 | 0.058 | 0.568 | 0.058 | -0.082 | -0.182 | 1.000 | 0.693 | 0.000 | 0.000 | 0.224 | 0.090 | 0.567 | 0.046 |
10~12차종 교통량(대) | 0.083 | 0.075 | 0.444 | 0.075 | -0.083 | 0.019 | 0.693 | 1.000 | 0.000 | 0.000 | 0.124 | 0.000 | 0.546 | 0.000 |
지점 | 0.884 | 0.961 | 0.224 | 0.966 | 0.956 | 0.595 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.927 | 0.000 | 0.994 |
방향 | 0.000 | 0.000 | 0.216 | 0.000 | 0.000 | 0.343 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.863 | 0.000 | 0.000 |
차선 | 0.000 | 0.000 | 0.166 | 0.000 | 0.000 | 0.000 | 0.224 | 0.124 | 0.000 | 0.000 | 1.000 | 0.000 | 0.222 | 0.000 |
측정구간 | 0.840 | 0.891 | 0.128 | 0.896 | 0.886 | 0.881 | 0.090 | 0.000 | 0.927 | 0.863 | 0.000 | 1.000 | 0.104 | 0.921 |
8~9차종 교통량(대) | 0.000 | 0.000 | 0.173 | 0.000 | 0.000 | 0.115 | 0.567 | 0.546 | 0.000 | 0.000 | 0.222 | 0.104 | 1.000 | 0.000 |
주소 | 0.890 | 0.967 | 0.233 | 0.972 | 0.962 | 0.604 | 0.046 | 0.000 | 0.994 | 0.000 | 0.000 | 0.921 | 0.000 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 측정일 | 측정시간 | 차량통과수(대) | 위도(°) | 경도(°) | 기울기(°) | 5~7차종 교통량(대) | 8~9차종 교통량(대) | 10~12차종 교통량(대) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 도로공사 | A-0010-0083E-6 | E | 1 | 노포JC-양산JC | 8.3 | 20210101 | 0 | 14 | 35.306944 | 129.074722 | -3.15276 | 0 | 0 | 0 | 경남 양산시 동면 |
1 | 2 | 도로공사 | A-0010-0083E-6 | E | 2 | 노포JC-양산JC | 8.3 | 20210101 | 0 | 31 | 35.306944 | 129.074722 | -3.15276 | 0 | 0 | 0 | 경남 양산시 동면 |
2 | 3 | 도로공사 | A-0010-0083E-6 | E | 3 | 노포JC-양산JC | 8.3 | 20210101 | 0 | 21 | 35.306944 | 129.074722 | -3.15276 | 3 | 0 | 0 | 경남 양산시 동면 |
3 | 4 | 도로공사 | A-0010-0083E-6 | S | 1 | 양산JC-노포JC | 8.3 | 20210101 | 0 | 19 | 35.306944 | 129.074722 | 3.071416 | 0 | 0 | 0 | 경남 양산시 동면 |
4 | 5 | 도로공사 | A-0010-0083E-6 | S | 2 | 양산JC-노포JC | 8.3 | 20210101 | 0 | 50 | 35.306944 | 129.074722 | 3.071416 | 0 | 0 | 0 | 경남 양산시 동면 |
5 | 6 | 도로공사 | A-0010-0083E-6 | S | 3 | 양산JC-노포JC | 8.3 | 20210101 | 0 | 30 | 35.306944 | 129.074722 | 3.071416 | 0 | 0 | 0 | 경남 양산시 동면 |
6 | 7 | 도로공사 | A-0010-0538E-6 | E | 1 | 언양JC-활천IC | 53.4 | 20210101 | 0 | 4 | 35.681944 | 129.181111 | 0.22545 | 0 | 0 | 0 | 울산 울주군 두서면 활천리 |
7 | 8 | 도로공사 | A-0010-0538E-6 | E | 2 | 언양JC-활천IC | 53.4 | 20210101 | 0 | 28 | 35.681944 | 129.181111 | 0.22545 | 2 | 0 | 0 | 울산 울주군 두서면 활천리 |
8 | 9 | 도로공사 | A-0010-0538E-6 | E | 3 | 언양JC-활천IC | 53.4 | 20210101 | 0 | 14 | 35.681944 | 129.181111 | 0.22545 | 5 | 0 | 1 | 울산 울주군 두서면 활천리 |
9 | 10 | 도로공사 | A-0010-0538E-6 | S | 1 | 활천IC-언양JC | 53.4 | 20210101 | 0 | 24 | 35.681944 | 129.181111 | 0.19158 | 0 | 0 | 0 | 울산 울주군 두서면 활천리 |
기본키 | 도로종류 | 지점 | 방향 | 차선 | 측정구간 | 장비이정(km) | 측정일 | 측정시간 | 차량통과수(대) | 위도(°) | 경도(°) | 기울기(°) | 5~7차종 교통량(대) | 8~9차종 교통량(대) | 10~12차종 교통량(대) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 도로공사 | A-0010-3613E-10 | E | 1 | 안성IC-안성JC | 361.3 | 20210101 | 0 | 0 | 37.008889 | 127.149167 | 1.293015 | 0 | 0 | 0 | 경기 안성시 원곡면 |
91 | 92 | 도로공사 | A-0010-3613E-10 | E | 2 | 안성IC-안성JC | 361.3 | 20210101 | 0 | 0 | 37.008889 | 127.149167 | 1.293015 | 0 | 0 | 0 | 경기 안성시 원곡면 |
92 | 93 | 도로공사 | A-0010-3613E-10 | E | 3 | 안성IC-안성JC | 361.3 | 20210101 | 0 | 3 | 37.008889 | 127.149167 | 1.293015 | 0 | 0 | 0 | 경기 안성시 원곡면 |
93 | 94 | 도로공사 | A-0010-3613E-10 | E | 4 | 안성IC-안성JC | 361.3 | 20210101 | 0 | 0 | 37.008889 | 127.149167 | 1.293015 | 0 | 0 | 0 | 경기 안성시 원곡면 |
94 | 95 | 도로공사 | A-0010-3613E-10 | E | 5 | 안성IC-안성JC | 361.3 | 20210101 | 0 | 5 | 37.008889 | 127.149167 | 1.293015 | 3 | 0 | 0 | 경기 안성시 원곡면 |
95 | 96 | 도로공사 | A-0010-3613E-10 | S | 1 | 안성JC-안성IC | 361.3 | 20210101 | 0 | 49 | 37.008889 | 127.149167 | -1.30142 | 0 | 0 | 0 | 경기 안성시 원곡면 |
96 | 97 | 도로공사 | A-0010-3613E-10 | S | 2 | 안성JC-안성IC | 361.3 | 20210101 | 0 | 111 | 37.008889 | 127.149167 | -1.30142 | 0 | 0 | 0 | 경기 안성시 원곡면 |
97 | 98 | 도로공사 | A-0010-3613E-10 | S | 3 | 안성JC-안성IC | 361.3 | 20210101 | 0 | 73 | 37.008889 | 127.149167 | -1.30142 | 10 | 1 | 0 | 경기 안성시 원곡면 |
98 | 99 | 도로공사 | A-0010-3613E-10 | S | 4 | 안성JC-안성IC | 361.3 | 20210101 | 0 | 88 | 37.008889 | 127.149167 | -1.30142 | 18 | 0 | 1 | 경기 안성시 원곡면 |
99 | 100 | 도로공사 | A-0010-3613E-10 | S | 5 | 안성JC-안성IC | 361.3 | 20210101 | 0 | 30 | 37.008889 | 127.149167 | -1.30142 | 2 | 0 | 0 | 경기 안성시 원곡면 |