Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 91 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.0 KiB |
Average record size in memory | 45.5 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 2 |
Dataset
Description | 경상북도 구미시의 교통정보센터시스템 DB의 VMS소통정보로 VMS와 통신한 등록일시,속도,통행시간 정보등을 제공하고 있습니다. |
---|---|
Author | 경상북도 구미시 |
URL | https://www.data.go.kr/data/15092238/fileData.do |
등록일시 has constant value "" | Constant |
속도 is highly overall correlated with 소통등급코드 | High correlation |
소통등급코드 is highly overall correlated with 속도 | High correlation |
정보제공구간식별자(VMS) has unique values | Unique |
통행시간 has 6 (6.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 01:19:31.832725 |
---|---|
Analysis finished | 2023-12-12 01:19:33.015104 |
Duration | 1.18 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
정보제공구간식별자(VMS)
Real number (ℝ)
UNIQUE
 
Distinct | 91 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 46.802198 |
Minimum | 1 |
---|---|
Maximum | 92 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 951.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.5 |
Q1 | 24.5 |
median | 47 |
Q3 | 69.5 |
95-th percentile | 87.5 |
Maximum | 92 |
Range | 91 |
Interquartile range (IQR) | 45 |
Descriptive statistics
Standard deviation | 26.69133 |
---|---|
Coefficient of variation (CV) | 0.57030079 |
Kurtosis | -1.1886741 |
Mean | 46.802198 |
Median Absolute Deviation (MAD) | 23 |
Skewness | -0.022305619 |
Sum | 4259 |
Variance | 712.42711 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
71 | 1 | 1.1% |
16 | 1 | 1.1% |
5 | 1 | 1.1% |
6 | 1 | 1.1% |
7 | 1 | 1.1% |
8 | 1 | 1.1% |
9 | 1 | 1.1% |
10 | 1 | 1.1% |
11 | 1 | 1.1% |
13 | 1 | 1.1% |
Other values (81) | 81 |
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 (%) |
92 | 1 | |
91 | 1 | |
90 | 1 | |
89 | 1 | |
88 | 1 | |
87 | 1 | |
86 | 1 | |
85 | 1 | |
84 | 1 | |
83 | 1 |
등록일시
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 860.0 B |
2022-10-12 13:55:00 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-10-12 13:55:00 |
---|---|
2nd row | 2022-10-12 13:55:00 |
3rd row | 2022-10-12 13:55:00 |
4th row | 2022-10-12 13:55:00 |
5th row | 2022-10-12 13:55:00 |
Common Values
Value | Count | Frequency (%) |
2022-10-12 13:55:00 | 91 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022-10-12 | 91 | |
13:55:00 | 91 |
속도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 34 |
---|---|
Distinct (%) | 37.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33 |
Minimum | 10 |
---|---|
Maximum | 57 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 951.0 B |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 17.5 |
Q1 | 27 |
median | 33 |
Q3 | 39 |
95-th percentile | 51 |
Maximum | 57 |
Range | 47 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 10.199129 |
---|---|
Coefficient of variation (CV) | 0.3090645 |
Kurtosis | -0.31838564 |
Mean | 33 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.042918783 |
Sum | 3003 |
Variance | 104.02222 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
28 | 7 | 7.7% |
34 | 5 | 5.5% |
38 | 5 | 5.5% |
37 | 5 | 5.5% |
19 | 5 | 5.5% |
40 | 5 | 5.5% |
33 | 5 | 5.5% |
39 | 4 | 4.4% |
25 | 4 | 4.4% |
30 | 4 | 4.4% |
Other values (24) | 42 |
Value | Count | Frequency (%) |
10 | 1 | 1.1% |
11 | 1 | 1.1% |
15 | 2 | 2.2% |
17 | 1 | 1.1% |
18 | 2 | 2.2% |
19 | 5 | |
20 | 1 | 1.1% |
21 | 2 | 2.2% |
23 | 1 | 1.1% |
24 | 2 | 2.2% |
Value | Count | Frequency (%) |
57 | 1 | 1.1% |
53 | 2 | 2.2% |
51 | 3 | |
50 | 1 | 1.1% |
49 | 2 | 2.2% |
47 | 1 | 1.1% |
46 | 2 | 2.2% |
43 | 3 | |
42 | 1 | 1.1% |
40 | 5 |
소통등급코드
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 860.0 B |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 79 | |
2 | 12 | 13.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 79 | |
2 | 12 | 13.2% |
통행시간
Real number (ℝ)
ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 11.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0659341 |
Minimum | 0 |
---|---|
Maximum | 9 |
Zeros | 6 |
Zeros (%) | 6.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 951.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 3 |
Q3 | 4 |
95-th percentile | 6 |
Maximum | 9 |
Range | 9 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.9020585 |
---|---|
Coefficient of variation (CV) | 0.62038468 |
Kurtosis | 0.42818163 |
Mean | 3.0659341 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.6167479 |
Sum | 279 |
Variance | 3.6178266 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 19 | |
4 | 16 | |
3 | 16 | |
1 | 14 | |
5 | 13 | |
0 | 6 | 6.6% |
6 | 3 | 3.3% |
8 | 2 | 2.2% |
9 | 1 | 1.1% |
7 | 1 | 1.1% |
Value | Count | Frequency (%) |
0 | 6 | 6.6% |
1 | 14 | |
2 | 19 | |
3 | 16 | |
4 | 16 | |
5 | 13 | |
6 | 3 | 3.3% |
7 | 1 | 1.1% |
8 | 2 | 2.2% |
9 | 1 | 1.1% |
Value | Count | Frequency (%) |
9 | 1 | 1.1% |
8 | 2 | 2.2% |
7 | 1 | 1.1% |
6 | 3 | 3.3% |
5 | 13 | |
4 | 16 | |
3 | 16 | |
2 | 19 | |
1 | 14 | |
0 | 6 | 6.6% |
정보제공구간식별자(VMS) | 속도 | 소통등급코드 | 통행시간 | |
---|---|---|---|---|
정보제공구간식별자(VMS) | 1.000 | 0.393 | 0.449 | 0.336 |
속도 | 0.393 | 1.000 | 1.000 | 0.594 |
소통등급코드 | 0.449 | 1.000 | 1.000 | 0.182 |
통행시간 | 0.336 | 0.594 | 0.182 | 1.000 |
정보제공구간식별자(VMS) | 속도 | 통행시간 | 소통등급코드 | |
---|---|---|---|---|
정보제공구간식별자(VMS) | 1.000 | -0.292 | -0.196 | 0.328 |
속도 | -0.292 | 1.000 | 0.203 | 0.954 |
통행시간 | -0.196 | 0.203 | 1.000 | 0.129 |
소통등급코드 | 0.328 | 0.954 | 0.129 | 1.000 |
정보제공구간식별자(VMS) | 등록일시 | 속도 | 소통등급코드 | 통행시간 | |
---|---|---|---|---|---|
0 | 71 | 2022-10-12 13:55:00 | 47 | 1 | 5 |
1 | 72 | 2022-10-12 13:55:00 | 28 | 1 | 4 |
2 | 73 | 2022-10-12 13:55:00 | 39 | 1 | 4 |
3 | 74 | 2022-10-12 13:55:00 | 18 | 2 | 0 |
4 | 75 | 2022-10-12 13:55:00 | 37 | 1 | 4 |
5 | 76 | 2022-10-12 13:55:00 | 19 | 2 | 0 |
6 | 77 | 2022-10-12 13:55:00 | 25 | 1 | 4 |
7 | 78 | 2022-10-12 13:55:00 | 31 | 1 | 3 |
8 | 79 | 2022-10-12 13:55:00 | 19 | 2 | 4 |
9 | 80 | 2022-10-12 13:55:00 | 33 | 1 | 2 |
정보제공구간식별자(VMS) | 등록일시 | 속도 | 소통등급코드 | 통행시간 | |
---|---|---|---|---|---|
81 | 69 | 2022-10-12 13:55:00 | 40 | 1 | 5 |
82 | 55 | 2022-10-12 13:55:00 | 40 | 1 | 5 |
83 | 56 | 2022-10-12 13:55:00 | 36 | 1 | 4 |
84 | 57 | 2022-10-12 13:55:00 | 30 | 1 | 5 |
85 | 58 | 2022-10-12 13:55:00 | 50 | 1 | 2 |
86 | 59 | 2022-10-12 13:55:00 | 24 | 1 | 0 |
87 | 60 | 2022-10-12 13:55:00 | 51 | 1 | 1 |
88 | 61 | 2022-10-12 13:55:00 | 28 | 1 | 2 |
89 | 62 | 2022-10-12 13:55:00 | 27 | 1 | 2 |
90 | 63 | 2022-10-12 13:55:00 | 27 | 1 | 4 |