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 |
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 10~12차종 교통량(대) | 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 10~12차종 교통량(대) | High correlation |
8~9차종 교통량(대) is highly imbalanced (89.8%) | Imbalance |
기본키 has unique values | Unique |
차량통과수(대) has 17 (17.0%) zeros | Zeros |
5~7차종 교통량(대) has 74 (74.0%) zeros | Zeros |
10~12차종 교통량(대) has 91 (91.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:55:18.824863 |
---|---|
Analysis finished | 2023-12-10 10:55:35.078579 |
Duration | 16.25 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-0010-3801E-10 | |
A-0010-3352E-9 | |
A-0010-1185E-8 | |
Other values (10) |
Length
Max length | 15 |
---|---|
Median length | 14 |
Mean length | 14.32 |
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 | |
A-0010-3613E-10 | 10 | |
A-0010-3801E-10 | 10 | |
A-0010-3352E-9 | 9 | |
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-0010-2695C-6 | 6 | 6.0% |
A-0010-2761E-6 | 6 | 6.0% |
Other values (5) | 22 |
Length
Value | Count | Frequency (%) |
a-0010-3452s-10 | 10 | |
a-0010-3613e-10 | 10 | |
a-0010-3801e-10 | 10 | |
a-0010-3352e-9 | 9 | |
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-0010-2695c-6 | 6 | 6.0% |
a-0010-2761e-6 | 6 | 6.0% |
Other values (5) | 22 |
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 | 52 | |
E | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
s | 52 | |
e | 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 | 26 | |
2 | 26 | |
3 | 25 | |
4 | 14 | |
5 | 9 | 9.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 26 | |
2 | 26 | |
3 | 25 | |
4 | 14 | |
5 | 9 | 9.0% |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 26.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
청주JC-남이JC | 5 |
---|---|
오산IC-동탄JC | 5 |
안성JC-안성IC | 5 |
안성IC-안성JC | 5 |
북천안IC-천안IC | 5 |
Other values (21) |
Length
Max length | 11 |
---|---|
Median length | 9 |
Mean length | 9.26 |
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 (%) |
청주JC-남이JC | 5 | 5.0% |
오산IC-동탄JC | 5 | 5.0% |
안성JC-안성IC | 5 | 5.0% |
안성IC-안성JC | 5 | 5.0% |
북천안IC-천안IC | 5 | 5.0% |
천안IC-북천안IC | 5 | 5.0% |
천안IC-천안JC | 5 | 5.0% |
남이JC-청주JC | 5 | 5.0% |
동탄JC-오산IC | 5 | 5.0% |
옥천IC-금강IC | 4 | 4.0% |
Other values (16) | 51 |
Length
Value | Count | Frequency (%) |
청주jc-남이jc | 5 | 5.0% |
안성jc-안성ic | 5 | 5.0% |
안성ic-안성jc | 5 | 5.0% |
북천안ic-천안ic | 5 | 5.0% |
천안ic-북천안ic | 5 | 5.0% |
천안ic-천안jc | 5 | 5.0% |
남이jc-청주jc | 5 | 5.0% |
동탄jc-오산ic | 5 | 5.0% |
오산ic-동탄jc | 5 | 5.0% |
천안jc-천안ic | 4 | 4.0% |
Other values (16) | 51 |
장비이정(km)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 270.741 |
Minimum | 8.3 |
---|---|
Maximum | 393.2 |
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 | 258.3 |
median | 298.7 |
Q3 | 345.2 |
95-th percentile | 380.1 |
Maximum | 393.2 |
Range | 384.9 |
Interquartile range (IQR) | 86.9 |
Descriptive statistics
Standard deviation | 111.26456 |
---|---|
Coefficient of variation (CV) | 0.41096308 |
Kurtosis | 0.35088339 |
Mean | 270.741 |
Median Absolute Deviation (MAD) | 46.5 |
Skewness | -1.2498465 |
Sum | 27074.1 |
Variance | 12379.801 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
345.2 | 10 | |
361.3 | 10 | |
380.1 | 10 | |
335.2 | 9 | |
118.5 | 8 | 8.0% |
258.3 | 7 | 7.0% |
8.3 | 6 | 6.0% |
53.4 | 6 | 6.0% |
269.5 | 6 | 6.0% |
276.1 | 6 | 6.0% |
Other values (5) | 22 |
Value | Count | Frequency (%) |
8.3 | 6 | |
53.4 | 6 | |
118.5 | 8 | |
258.3 | 7 | |
269.5 | 6 | |
276.1 | 6 | |
295.3 | 4 | |
297.9 | 5 | |
298.7 | 5 | |
306.8 | 6 |
Value | Count | Frequency (%) |
393.2 | 2 | 2.0% |
380.1 | 10 | |
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 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20201001 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20201001 |
---|---|
2nd row | 20201001 |
3rd row | 20201001 |
4th row | 20201001 |
5th row | 20201001 |
Common Values
Value | Count | Frequency (%) |
20201001 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20201001 | 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)
ZEROS
 
Distinct | 60 |
---|---|
Distinct (%) | 60.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 38.47 |
Minimum | 0 |
---|---|
Maximum | 176 |
Zeros | 17 |
Zeros (%) | 17.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 22 |
Q3 | 64.25 |
95-th percentile | 131.1 |
Maximum | 176 |
Range | 176 |
Interquartile range (IQR) | 60.25 |
Descriptive statistics
Standard deviation | 43.758394 |
---|---|
Coefficient of variation (CV) | 1.137468 |
Kurtosis | 0.6526922 |
Mean | 38.47 |
Median Absolute Deviation (MAD) | 21 |
Skewness | 1.2566556 |
Sum | 3847 |
Variance | 1914.7971 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 17 | 17.0% |
4 | 5 | 5.0% |
29 | 3 | 3.0% |
1 | 3 | 3.0% |
12 | 3 | 3.0% |
10 | 3 | 3.0% |
18 | 3 | 3.0% |
33 | 2 | 2.0% |
15 | 2 | 2.0% |
24 | 2 | 2.0% |
Other values (50) | 57 |
Value | Count | Frequency (%) |
0 | 17 | |
1 | 3 | 3.0% |
2 | 2 | 2.0% |
3 | 2 | 2.0% |
4 | 5 | 5.0% |
5 | 1 | 1.0% |
8 | 1 | 1.0% |
9 | 1 | 1.0% |
10 | 3 | 3.0% |
12 | 3 | 3.0% |
Value | Count | Frequency (%) |
176 | 1 | |
156 | 1 | |
147 | 1 | |
141 | 1 | |
133 | 1 | |
131 | 1 | |
126 | 1 | |
116 | 1 | |
111 | 1 | |
110 | 1 |
위도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.515046 |
Minimum | 35.306944 |
---|---|
Maximum | 37.279444 |
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 | 36.307222 |
median | 36.584444 |
Q3 | 36.868903 |
95-th percentile | 37.158778 |
Maximum | 37.279444 |
Range | 1.9725 |
Interquartile range (IQR) | 0.56168056 |
Descriptive statistics
Standard deviation | 0.51488352 |
---|---|
Coefficient of variation (CV) | 0.014100585 |
Kurtosis | -0.039204354 |
Mean | 36.515046 |
Median Absolute Deviation (MAD) | 0.28445834 |
Skewness | -0.79878217 |
Sum | 3651.5046 |
Variance | 0.26510504 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
36.86890278 | 10 | |
37.00888889 | 10 | |
37.15877778 | 10 | |
36.78083333 | 9 | |
35.90473241 | 8 | 8.0% |
36.30722222 | 7 | 7.0% |
35.30694444 | 6 | 6.0% |
35.68194444 | 6 | 6.0% |
36.3475 | 6 | 6.0% |
36.38961 | 6 | 6.0% |
Other values (5) | 22 |
Value | Count | Frequency (%) |
35.30694444 | 6 | |
35.68194444 | 6 | |
35.90473241 | 8 | |
36.30722222 | 7 | |
36.3475 | 6 | |
36.38961 | 6 | |
36.54 | 4 | |
36.57694444 | 5 | |
36.58444444 | 5 | |
36.64019722 | 6 |
Value | Count | Frequency (%) |
37.27944444 | 2 | 2.0% |
37.15877778 | 10 | |
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 |
경도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.61723 |
Minimum | 127.08833 |
---|---|
Maximum | 129.18111 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 127.08833 |
---|---|
5-th percentile | 127.08833 |
Q1 | 127.17667 |
median | 127.42351 |
Q3 | 127.57444 |
95-th percentile | 129.18111 |
Maximum | 129.18111 |
Range | 2.0927778 |
Interquartile range (IQR) | 0.3977777 |
Descriptive statistics
Standard deviation | 0.67324615 |
---|---|
Coefficient of variation (CV) | 0.0052755114 |
Kurtosis | 0.63961097 |
Mean | 127.61723 |
Median Absolute Deviation (MAD) | 0.2468413 |
Skewness | 1.4754254 |
Sum | 12761.723 |
Variance | 0.45326038 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.1867222 | 10 | |
127.1491667 | 10 | |
127.0883333 | 10 | |
127.1766667 | 9 | |
128.5614716 | 8 | 8.0% |
127.5744444 | 7 | 7.0% |
129.0747222 | 6 | 6.0% |
129.1811111 | 6 | 6.0% |
127.4691667 | 6 | 6.0% |
127.423508 | 6 | 6.0% |
Other values (5) | 22 |
Value | Count | Frequency (%) |
127.0883333 | 10 | |
127.1058333 | 2 | 2.0% |
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% |
Value | Count | Frequency (%) |
129.1811111 | 6 | |
129.0747222 | 6 | |
128.5614716 | 8 | |
127.5744444 | 7 | |
127.4691667 | 6 | |
127.4338889 | 4 | |
127.4277778 | 5 | |
127.4263889 | 5 | |
127.423508 | 6 | |
127.3781278 | 6 |
기울기(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 26.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -0.02843025 |
Minimum | -13.24576 |
---|---|
Maximum | 12.47809 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 47 |
Negative (%) | 47.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -13.24576 |
---|---|
5-th percentile | -3.15276 |
Q1 | -0.807188 |
median | 0.166426 |
Q3 | 0.688696 |
95-th percentile | 3.071416 |
Maximum | 12.47809 |
Range | 25.72385 |
Interquartile range (IQR) | 1.495884 |
Descriptive statistics
Standard deviation | 3.4424326 |
---|---|
Coefficient of variation (CV) | -121.08344 |
Kurtosis | 9.5934258 |
Mean | -0.02843025 |
Median Absolute Deviation (MAD) | 0.973614 |
Skewness | -0.26837909 |
Sum | -2.843025 |
Variance | 11.850342 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.758683 | 5 | 5.0% |
0.671977 | 5 | 5.0% |
-0.660004 | 5 | 5.0% |
-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% |
0.166426 | 4 | 4.0% |
Other values (16) | 51 |
Value | Count | Frequency (%) |
-13.24576 | 3 | |
-3.15276 | 3 | |
-2.788625 | 3 | |
-1.758683 | 5 | |
-1.359001 | 4 | |
-1.30142 | 5 | |
-0.807188 | 4 | |
-0.688696 | 3 | |
-0.660004 | 5 | |
-0.624001 | 5 |
Value | Count | Frequency (%) |
12.47809 | 3 | |
3.071416 | 3 | |
2.703849 | 3 | |
1.544389 | 5 | |
1.437416 | 5 | |
1.293015 | 5 | |
0.688696 | 3 | |
0.671977 | 5 | |
0.61369 | 5 | |
0.2594 | 4 |
5~7차종 교통량(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 9 |
---|---|
Distinct (%) | 9.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.68 |
Minimum | 0 |
---|---|
Maximum | 42 |
Zeros | 74 |
Zeros (%) | 74.0% |
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 | 4 |
Maximum | 42 |
Range | 42 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 6.2423772 |
---|---|
Coefficient of variation (CV) | 3.7157007 |
Kurtosis | 27.189931 |
Mean | 1.68 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.1303782 |
Sum | 168 |
Variance | 38.967273 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 74 | |
1 | 10 | 10.0% |
2 | 4 | 4.0% |
3 | 4 | 4.0% |
4 | 4 | 4.0% |
20 | 1 | 1.0% |
42 | 1 | 1.0% |
25 | 1 | 1.0% |
35 | 1 | 1.0% |
Value | Count | Frequency (%) |
0 | 74 | |
1 | 10 | 10.0% |
2 | 4 | 4.0% |
3 | 4 | 4.0% |
4 | 4 | 4.0% |
20 | 1 | 1.0% |
25 | 1 | 1.0% |
35 | 1 | 1.0% |
42 | 1 | 1.0% |
Value | Count | Frequency (%) |
42 | 1 | 1.0% |
35 | 1 | 1.0% |
25 | 1 | 1.0% |
20 | 1 | 1.0% |
4 | 4 | 4.0% |
3 | 4 | 4.0% |
2 | 4 | 4.0% |
1 | 10 | 10.0% |
0 | 74 |
8~9차종 교통량(대)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
2 | 1 |
1 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 2.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 98 | |
2 | 1 | 1.0% |
1 | 1 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 98 | |
2 | 1 | 1.0% |
1 | 1 | 1.0% |
10~12차종 교통량(대)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.38 |
Minimum | 0 |
---|---|
Maximum | 13 |
Zeros | 91 |
Zeros (%) | 91.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 1.05 |
Maximum | 13 |
Range | 13 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1.7043023 |
---|---|
Coefficient of variation (CV) | 4.4850062 |
Kurtosis | 35.321529 |
Mean | 0.38 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.6813783 |
Sum | 38 |
Variance | 2.9046465 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 91 | |
1 | 4 | 4.0% |
2 | 1 | 1.0% |
6 | 1 | 1.0% |
8 | 1 | 1.0% |
5 | 1 | 1.0% |
13 | 1 | 1.0% |
Value | Count | Frequency (%) |
0 | 91 | |
1 | 4 | 4.0% |
2 | 1 | 1.0% |
5 | 1 | 1.0% |
6 | 1 | 1.0% |
8 | 1 | 1.0% |
13 | 1 | 1.0% |
Value | Count | Frequency (%) |
13 | 1 | 1.0% |
8 | 1 | 1.0% |
6 | 1 | 1.0% |
5 | 1 | 1.0% |
2 | 1 | 1.0% |
1 | 4 | 4.0% |
0 | 91 |
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 | |
경기 화성시 동탄면 송리 | |
충북 청원군 남이면 | |
충청 천안시 구성동 | |
Other values (9) |
Length
Max length | 18 |
---|---|
Median length | 10 |
Mean length | 11.84 |
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 | |
경기 화성시 동탄면 송리 | 10 | |
충북 청원군 남이면 | 9 | |
충청 천안시 구성동 | 9 | |
대구 동구 안심3동 | 8 | |
충북 옥천군 옥천읍 삼양리 | 7 | 7.0% |
경남 양산시 동면 | 6 | 6.0% |
울산 울주군 두서면 활천리 | 6 | 6.0% |
대전 대덕구 비래동 | 6 | 6.0% |
Other values (4) | 19 |
Length
Value | Count | Frequency (%) |
충북 | 27 | 7.7% |
경기 | 22 | 6.3% |
청원군 | 20 | 5.7% |
천안시 | 19 | 5.4% |
남이면 | 14 | 4.0% |
대덕구 | 12 | 3.4% |
대전 | 12 | 3.4% |
동탄면 | 10 | 2.9% |
충남 | 10 | 2.9% |
화성시 | 10 | 2.9% |
Other values (28) | 194 |
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 | 0.980 | 0.000 | 0.000 | 0.983 | 0.938 | 0.319 | 0.943 | 0.994 | 0.696 | 0.153 | 0.051 | 0.110 | 0.966 |
지점 | 0.980 | 1.000 | 0.172 | 0.000 | 1.000 | 1.000 | 0.326 | 1.000 | 1.000 | 0.865 | 0.000 | 0.000 | 0.000 | 1.000 |
방향 | 0.000 | 0.172 | 1.000 | 0.000 | 1.000 | 0.000 | 0.154 | 0.000 | 0.000 | 0.673 | 0.010 | 0.000 | 0.000 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.521 | 0.000 | 0.000 | 0.000 | 0.216 | 0.106 | 0.099 | 0.000 |
측정구간 | 0.983 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.214 | 0.000 | 1.000 |
장비이정(km) | 0.938 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.257 | 1.000 | 0.925 | 0.640 | 0.000 | 0.000 | 0.000 | 1.000 |
차량통과수(대) | 0.319 | 0.326 | 0.154 | 0.521 | 0.000 | 0.257 | 1.000 | 0.233 | 0.148 | 0.000 | 0.651 | 0.000 | 0.457 | 0.351 |
위도(°) | 0.943 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.233 | 1.000 | 0.932 | 0.656 | 0.000 | 0.000 | 0.000 | 1.000 |
경도(°) | 0.994 | 1.000 | 0.000 | 0.000 | 1.000 | 0.925 | 0.148 | 0.932 | 1.000 | 0.494 | 0.000 | 0.000 | 0.000 | 1.000 |
기울기(°) | 0.696 | 0.865 | 0.673 | 0.000 | 1.000 | 0.640 | 0.000 | 0.656 | 0.494 | 1.000 | 0.000 | 0.664 | 0.432 | 0.851 |
5~7차종 교통량(대) | 0.153 | 0.000 | 0.010 | 0.216 | 0.000 | 0.000 | 0.651 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.000 |
8~9차종 교통량(대) | 0.051 | 0.000 | 0.000 | 0.106 | 0.214 | 0.000 | 0.000 | 0.000 | 0.000 | 0.664 | 0.000 | 1.000 | 0.933 | 0.000 |
10~12차종 교통량(대) | 0.110 | 0.000 | 0.000 | 0.099 | 0.000 | 0.000 | 0.457 | 0.000 | 0.000 | 0.432 | 1.000 | 0.933 | 1.000 | 0.000 |
주소 | 0.966 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.351 | 1.000 | 1.000 | 0.851 | 0.000 | 0.000 | 0.000 | 1.000 |
측정구간 | 주소 | 지점 | 8~9차종 교통량(대) | 차선 | 방향 | |
---|---|---|---|---|---|---|
측정구간 | 1.000 | 0.928 | 0.933 | 0.082 | 0.000 | 0.869 |
주소 | 0.928 | 1.000 | 0.994 | 0.000 | 0.000 | 0.000 |
지점 | 0.933 | 0.994 | 1.000 | 0.000 | 0.000 | 0.141 |
8~9차종 교통량(대) | 0.082 | 0.000 | 0.000 | 1.000 | 0.076 | 0.000 |
차선 | 0.000 | 0.000 | 0.000 | 0.076 | 1.000 | 0.000 |
방향 | 0.869 | 0.000 | 0.141 | 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 | 0.243 | 0.997 | -0.973 | 0.040 | 0.058 | 0.185 | 0.830 | 0.000 | 0.000 | 0.807 | 0.000 | 0.834 |
장비이정(km) | 0.997 | 1.000 | 0.238 | 1.000 | -0.975 | 0.024 | 0.045 | 0.188 | 0.956 | 0.000 | 0.000 | 0.892 | 0.000 | 0.962 |
차량통과수(대) | 0.243 | 0.238 | 1.000 | 0.238 | -0.259 | -0.011 | 0.257 | 0.208 | 0.149 | 0.084 | 0.237 | 0.055 | 0.000 | 0.167 |
위도(°) | 0.997 | 1.000 | 0.238 | 1.000 | -0.975 | 0.024 | 0.045 | 0.188 | 0.961 | 0.000 | 0.000 | 0.897 | 0.000 | 0.967 |
경도(°) | -0.973 | -0.975 | -0.259 | -0.975 | 1.000 | -0.036 | -0.008 | -0.155 | 0.946 | 0.000 | 0.000 | 0.883 | 0.000 | 0.951 |
기울기(°) | 0.040 | 0.024 | -0.011 | 0.024 | -0.036 | 1.000 | -0.036 | -0.111 | 0.598 | 0.482 | 0.000 | 0.887 | 0.346 | 0.607 |
5~7차종 교통량(대) | 0.058 | 0.045 | 0.257 | 0.045 | -0.008 | -0.036 | 1.000 | 0.516 | 0.000 | 0.000 | 0.079 | 0.000 | 0.000 | 0.000 |
10~12차종 교통량(대) | 0.185 | 0.188 | 0.208 | 0.188 | -0.155 | -0.111 | 0.516 | 1.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.677 | 0.000 |
지점 | 0.830 | 0.956 | 0.149 | 0.961 | 0.946 | 0.598 | 0.000 | 0.000 | 1.000 | 0.141 | 0.000 | 0.933 | 0.000 | 0.994 |
방향 | 0.000 | 0.000 | 0.084 | 0.000 | 0.000 | 0.482 | 0.000 | 0.000 | 0.141 | 1.000 | 0.000 | 0.869 | 0.000 | 0.000 |
차선 | 0.000 | 0.000 | 0.237 | 0.000 | 0.000 | 0.000 | 0.079 | 0.063 | 0.000 | 0.000 | 1.000 | 0.000 | 0.076 | 0.000 |
측정구간 | 0.807 | 0.892 | 0.055 | 0.897 | 0.883 | 0.887 | 0.000 | 0.000 | 0.933 | 0.869 | 0.000 | 1.000 | 0.082 | 0.928 |
8~9차종 교통량(대) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.346 | 0.000 | 0.677 | 0.000 | 0.000 | 0.076 | 0.082 | 1.000 | 0.000 |
주소 | 0.834 | 0.962 | 0.167 | 0.967 | 0.951 | 0.607 | 0.000 | 0.000 | 0.994 | 0.000 | 0.000 | 0.928 | 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 | 20201001 | 0 | 13 | 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 | 20201001 | 0 | 39 | 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 | 20201001 | 0 | 25 | 35.306944 | 129.074722 | -3.15276 | 0 | 0 | 0 | 경남 양산시 동면 |
3 | 4 | 도로공사 | A-0010-0083E-6 | S | 1 | 양산JC-노포JC | 8.3 | 20201001 | 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 | 20201001 | 0 | 54 | 35.306944 | 129.074722 | 3.071416 | 1 | 0 | 0 | 경남 양산시 동면 |
5 | 6 | 도로공사 | A-0010-0083E-6 | S | 3 | 양산JC-노포JC | 8.3 | 20201001 | 0 | 25 | 35.306944 | 129.074722 | 3.071416 | 2 | 0 | 0 | 경남 양산시 동면 |
6 | 7 | 도로공사 | A-0010-0538E-6 | E | 1 | 언양JC-활천IC | 53.4 | 20201001 | 0 | 12 | 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 | 20201001 | 0 | 40 | 35.681944 | 129.181111 | 0.22545 | 0 | 0 | 0 | 울산 울주군 두서면 활천리 |
8 | 9 | 도로공사 | A-0010-0538E-6 | E | 3 | 언양JC-활천IC | 53.4 | 20201001 | 0 | 9 | 35.681944 | 129.181111 | 0.22545 | 1 | 0 | 0 | 울산 울주군 두서면 활천리 |
9 | 10 | 도로공사 | A-0010-0538E-6 | S | 1 | 활천IC-언양JC | 53.4 | 20201001 | 0 | 18 | 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-0010-3801E-10 | E | 3 | 오산IC-동탄JC | 380.1 | 20201001 | 0 | 105 | 37.158778 | 127.088333 | -0.660004 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
91 | 92 | 도로공사 | A-0010-3801E-10 | E | 4 | 오산IC-동탄JC | 380.1 | 20201001 | 0 | 94 | 37.158778 | 127.088333 | -0.660004 | 4 | 0 | 0 | 경기 화성시 동탄면 송리 |
92 | 93 | 도로공사 | A-0010-3801E-10 | E | 5 | 오산IC-동탄JC | 380.1 | 20201001 | 0 | 1 | 37.158778 | 127.088333 | -0.660004 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
93 | 94 | 도로공사 | A-0010-3801E-10 | S | 1 | 동탄JC-오산IC | 380.1 | 20201001 | 0 | 24 | 37.158778 | 127.088333 | 0.671977 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
94 | 95 | 도로공사 | A-0010-3801E-10 | S | 2 | 동탄JC-오산IC | 380.1 | 20201001 | 0 | 176 | 37.158778 | 127.088333 | 0.671977 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
95 | 96 | 도로공사 | A-0010-3801E-10 | S | 3 | 동탄JC-오산IC | 380.1 | 20201001 | 0 | 156 | 37.158778 | 127.088333 | 0.671977 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
96 | 97 | 도로공사 | A-0010-3801E-10 | S | 4 | 동탄JC-오산IC | 380.1 | 20201001 | 0 | 102 | 37.158778 | 127.088333 | 0.671977 | 4 | 1 | 0 | 경기 화성시 동탄면 송리 |
97 | 98 | 도로공사 | A-0010-3801E-10 | S | 5 | 동탄JC-오산IC | 380.1 | 20201001 | 0 | 0 | 37.158778 | 127.088333 | 0.671977 | 0 | 0 | 0 | 경기 화성시 동탄면 송리 |
98 | 99 | 도로공사 | A-0010-3932E-10 | E | 1 | 수원신갈IC-신갈JC | 393.2 | 20201001 | 0 | 15 | 37.279444 | 127.105833 | 0.151187 | 1 | 0 | 0 | 경기 용인시 기흥구 신갈동 |
99 | 100 | 도로공사 | A-0010-3932E-10 | E | 2 | 수원신갈IC-신갈JC | 393.2 | 20201001 | 0 | 126 | 37.279444 | 127.105833 | 0.151187 | 0 | 0 | 0 | 경기 용인시 기흥구 신갈동 |