Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.2 KiB |
Average record size in memory | 63.3 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 지디에스컨설팅그룹 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=a2c6a820-2dff-11ea-9713-eb3e5186fb38 |
Reproduction
Analysis started | 2023-12-10 11:54:36.496756 |
---|---|
Analysis finished | 2023-12-10 11:54:38.759511 |
Duration | 2.26 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
도로 고유ID
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1000000301 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1000000301 |
---|---|
2nd row | 1000000301 |
3rd row | 1000000301 |
4th row | 1000000301 |
5th row | 1000000301 |
Common Values
Value | Count | Frequency (%) |
1000000301 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1000000301 | 100 |
속도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 24.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20.29 |
Minimum | 10 |
---|---|
Maximum | 47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 12 |
Q1 | 17 |
median | 20 |
Q3 | 23.25 |
95-th percentile | 30.05 |
Maximum | 47 |
Range | 37 |
Interquartile range (IQR) | 6.25 |
Descriptive statistics
Standard deviation | 5.7775165 |
---|---|
Coefficient of variation (CV) | 0.28474699 |
Kurtosis | 3.947214 |
Mean | 20.29 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 1.2872771 |
Sum | 2029 |
Variance | 33.379697 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18 | 13 | |
20 | 9 | 9.0% |
16 | 8 | 8.0% |
17 | 7 | 7.0% |
21 | 7 | 7.0% |
24 | 6 | 6.0% |
19 | 5 | 5.0% |
22 | 5 | 5.0% |
15 | 5 | 5.0% |
23 | 5 | 5.0% |
Other values (14) | 30 |
Value | Count | Frequency (%) |
10 | 1 | 1.0% |
11 | 3 | 3.0% |
12 | 4 | 4.0% |
13 | 1 | 1.0% |
14 | 2 | 2.0% |
15 | 5 | 5.0% |
16 | 8 | |
17 | 7 | |
18 | 13 | |
19 | 5 | 5.0% |
Value | Count | Frequency (%) |
47 | 1 | 1.0% |
36 | 1 | 1.0% |
33 | 2 | 2.0% |
31 | 1 | 1.0% |
30 | 1 | 1.0% |
29 | 1 | 1.0% |
27 | 3 | |
26 | 5 | |
25 | 4 | |
24 | 6 |
시작노드ID
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1000008600 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1000008600 |
---|---|
2nd row | 1000008600 |
3rd row | 1000008600 |
4th row | 1000008600 |
5th row | 1000008600 |
Common Values
Value | Count | Frequency (%) |
1000008600 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1000008600 | 100 |
도로명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
종로 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 종로 |
---|---|
2nd row | 종로 |
3rd row | 종로 |
4th row | 종로 |
5th row | 종로 |
Common Values
Value | Count | Frequency (%) |
종로 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
종로 | 100 |
지연시간
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 29 |
---|---|
Distinct (%) | 29.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.99 |
Minimum | 12 |
---|---|
Maximum | 54 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 12 |
---|---|
5-th percentile | 18 |
Q1 | 23 |
median | 28 |
Q3 | 33 |
95-th percentile | 45 |
Maximum | 54 |
Range | 42 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 7.9359749 |
---|---|
Coefficient of variation (CV) | 0.2737487 |
Kurtosis | 0.91065684 |
Mean | 28.99 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.8163981 |
Sum | 2899 |
Variance | 62.979697 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 8 | 8.0% |
31 | 8 | 8.0% |
30 | 7 | 7.0% |
34 | 6 | 6.0% |
22 | 6 | 6.0% |
25 | 5 | 5.0% |
21 | 5 | 5.0% |
23 | 5 | 5.0% |
26 | 5 | 5.0% |
29 | 5 | 5.0% |
Other values (19) | 40 |
Value | Count | Frequency (%) |
12 | 1 | 1.0% |
15 | 1 | 1.0% |
16 | 1 | 1.0% |
17 | 1 | 1.0% |
18 | 2 | 2.0% |
19 | 1 | 1.0% |
20 | 3 | |
21 | 5 | |
22 | 6 | |
23 | 5 |
Value | Count | Frequency (%) |
54 | 1 | 1.0% |
49 | 3 | |
45 | 4 | |
42 | 1 | 1.0% |
39 | 2 | 2.0% |
37 | 1 | 1.0% |
36 | 4 | |
35 | 2 | 2.0% |
34 | 6 | |
33 | 2 | 2.0% |
종료노드ID
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1000008900 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1000008900 |
---|---|
2nd row | 1000008900 |
3rd row | 1000008900 |
4th row | 1000008900 |
5th row | 1000008900 |
Common Values
Value | Count | Frequency (%) |
1000008900 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1000008900 | 100 |
변환시간
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0201201 × 1013 |
Minimum | 2.0201201 × 1013 |
---|---|
Maximum | 2.0201202 × 1013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.0201201 × 1013 |
---|---|
5-th percentile | 2.0201201 × 1013 |
Q1 | 2.0201201 × 1013 |
median | 2.0201201 × 1013 |
Q3 | 2.0201201 × 1013 |
95-th percentile | 2.0201202 × 1013 |
Maximum | 2.0201202 × 1013 |
Range | 1012000 |
Interquartile range (IQR) | 168875 |
Descriptive statistics
Standard deviation | 281093.76 |
---|---|
Coefficient of variation (CV) | 1.3914705 × 10-8 |
Kurtosis | 4.2173403 |
Mean | 2.0201201 × 1013 |
Median Absolute Deviation (MAD) | 78750 |
Skewness | 2.3292117 |
Sum | 2.0201201 × 1015 |
Variance | 7.9013701 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
20201201000558 | 1 | 1.0% |
20201201194558 | 1 | 1.0% |
20201201213058 | 1 | 1.0% |
20201201212058 | 1 | 1.0% |
20201201211058 | 1 | 1.0% |
20201201205058 | 1 | 1.0% |
20201201204058 | 1 | 1.0% |
20201201203058 | 1 | 1.0% |
20201201202558 | 1 | 1.0% |
20201201201558 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
20201201000558 | 1 | |
20201201001558 | 1 | |
20201201002558 | 1 | |
20201201003558 | 1 | |
20201201004558 | 1 | |
20201201005058 | 1 | |
20201201012058 | 1 | |
20201201013058 | 1 | |
20201201014058 | 1 | |
20201201015058 | 1 |
Value | Count | Frequency (%) |
20201202012558 | 1 | |
20201202011558 | 1 | |
20201202010558 | 1 | |
20201202010058 | 1 | |
20201202005058 | 1 | |
20201202004058 | 1 | |
20201202003058 | 1 | |
20201202002058 | 1 | |
20201202001058 | 1 | |
20201202000558 | 1 |
속도 | 지연시간 | 변환시간 | |
---|---|---|---|
속도 | 1.000 | 0.872 | 0.239 |
지연시간 | 0.872 | 1.000 | 0.383 |
변환시간 | 0.239 | 0.383 | 1.000 |
속도 | 지연시간 | 변환시간 | |
---|---|---|---|
속도 | 1.000 | -0.997 | -0.348 |
지연시간 | -0.997 | 1.000 | 0.357 |
변환시간 | -0.348 | 0.357 | 1.000 |
도로 고유ID | 속도 | 시작노드ID | 도로명 | 지연시간 | 종료노드ID | 변환시간 | |
---|---|---|---|---|---|---|---|
0 | 1000000301 | 17 | 1000008600 | 종로 | 33 | 1000008900 | 20201201000558 |
1 | 1000000301 | 18 | 1000008600 | 종로 | 30 | 1000008900 | 20201201001558 |
2 | 1000000301 | 33 | 1000008600 | 종로 | 17 | 1000008900 | 20201201002558 |
3 | 1000000301 | 23 | 1000008600 | 종로 | 24 | 1000008900 | 20201201003558 |
4 | 1000000301 | 14 | 1000008600 | 종로 | 39 | 1000008900 | 20201201004558 |
5 | 1000000301 | 25 | 1000008600 | 종로 | 22 | 1000008900 | 20201201005058 |
6 | 1000000301 | 33 | 1000008600 | 종로 | 16 | 1000008900 | 20201201012058 |
7 | 1000000301 | 19 | 1000008600 | 종로 | 29 | 1000008900 | 20201201013058 |
8 | 1000000301 | 18 | 1000008600 | 종로 | 30 | 1000008900 | 20201201014058 |
9 | 1000000301 | 22 | 1000008600 | 종로 | 25 | 1000008900 | 20201201015058 |
도로 고유ID | 속도 | 시작노드ID | 도로명 | 지연시간 | 종료노드ID | 변환시간 | |
---|---|---|---|---|---|---|---|
90 | 1000000301 | 18 | 1000008600 | 종로 | 31 | 1000008900 | 20201202000558 |
91 | 1000000301 | 18 | 1000008600 | 종로 | 31 | 1000008900 | 20201202001058 |
92 | 1000000301 | 16 | 1000008600 | 종로 | 34 | 1000008900 | 20201202002058 |
93 | 1000000301 | 12 | 1000008600 | 종로 | 45 | 1000008900 | 20201202003058 |
94 | 1000000301 | 15 | 1000008600 | 종로 | 36 | 1000008900 | 20201202004058 |
95 | 1000000301 | 11 | 1000008600 | 종로 | 49 | 1000008900 | 20201202005058 |
96 | 1000000301 | 16 | 1000008600 | 종로 | 34 | 1000008900 | 20201202010058 |
97 | 1000000301 | 16 | 1000008600 | 종로 | 34 | 1000008900 | 20201202010558 |
98 | 1000000301 | 14 | 1000008600 | 종로 | 39 | 1000008900 | 20201202011558 |
99 | 1000000301 | 25 | 1000008600 | 종로 | 22 | 1000008900 | 20201202012558 |