Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 205 |
Missing cells | 9 |
Missing cells (%) | 0.3% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 25.4 KiB |
Average record size in memory | 126.6 B |
Variable types
Numeric | 12 |
---|---|
Categorical | 2 |
Dataset
Description | 경상북도 구미시 버스정보시스템의 버스제공정보이력 테이블 데이터로 버스단말기번호, 이격거리, 이격시간등의 정보를 제공합니다. |
---|---|
Author | 경상북도 구미시 |
URL | https://www.data.go.kr/data/15049486/fileData.do |
앞차통과시각 is highly overall correlated with 버스단말기번호 and 12 other fields | High correlation |
뒤차통과시각 is highly overall correlated with 버스단말기번호 and 12 other fields | High correlation |
버스단말기번호 is highly overall correlated with 앞차통과시각 and 1 other fields | High correlation |
앞차이격거리 is highly overall correlated with 앞차이격시간 and 6 other fields | High correlation |
앞차이격시간 is highly overall correlated with 앞차이격거리 and 6 other fields | High correlation |
앞차통과정류소(ID) is highly overall correlated with 앞차이격거리 and 6 other fields | High correlation |
앞차차량번호 is highly overall correlated with 앞차이격거리 and 5 other fields | High correlation |
뒤차이격거리 is highly overall correlated with 뒤차이격시간 and 4 other fields | High correlation |
뒤차이격시간 is highly overall correlated with 뒤차이격거리 and 4 other fields | High correlation |
뒤차통과정류소식별자 is highly overall correlated with 뒤차이격거리 and 4 other fields | High correlation |
뒤차차량번호 is highly overall correlated with 뒤차이격거리 and 4 other fields | High correlation |
소통정보 is highly overall correlated with 잔여거리 and 3 other fields | High correlation |
잔여거리 is highly overall correlated with 앞차이격거리 and 6 other fields | High correlation |
남은시간 is highly overall correlated with 앞차이격거리 and 7 other fields | High correlation |
앞차통과시각 is highly imbalanced (89.0%) | Imbalance |
뒤차통과시각 is highly imbalanced (89.0%) | Imbalance |
앞차차량번호 has 3 (1.5%) missing values | Missing |
뒤차차량번호 has 3 (1.5%) missing values | Missing |
소통정보 has 3 (1.5%) missing values | Missing |
버스단말기번호 has unique values | Unique |
앞차이격거리 has 166 (81.0%) zeros | Zeros |
앞차이격시간 has 168 (82.0%) zeros | Zeros |
앞차통과정류소(ID) has 166 (81.0%) zeros | Zeros |
앞차차량번호 has 163 (79.5%) zeros | Zeros |
뒤차이격거리 has 138 (67.3%) zeros | Zeros |
뒤차이격시간 has 140 (68.3%) zeros | Zeros |
뒤차통과정류소식별자 has 139 (67.8%) zeros | Zeros |
뒤차차량번호 has 135 (65.9%) zeros | Zeros |
소통정보 has 24 (11.7%) zeros | Zeros |
잔여거리 has 3 (1.5%) zeros | Zeros |
남은시간 has 27 (13.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 14:34:07.992807 |
---|---|
Analysis finished | 2023-12-12 14:34:23.089377 |
Duration | 15.1 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
버스단말기번호
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 205 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5300.7024 |
Minimum | 1111 |
---|---|
Maximum | 9135 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1111 |
---|---|
5-th percentile | 5009.2 |
Q1 | 5050 |
median | 5107 |
Q3 | 5551 |
95-th percentile | 5591.8 |
Maximum | 9135 |
Range | 8024 |
Interquartile range (IQR) | 501 |
Descriptive statistics
Standard deviation | 519.11056 |
---|---|
Coefficient of variation (CV) | 0.097932408 |
Kurtosis | 37.117598 |
Mean | 5300.7024 |
Median Absolute Deviation (MAD) | 395 |
Skewness | -0.33992935 |
Sum | 1086644 |
Variance | 269475.77 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1111 | 1 | 0.5% |
5539 | 1 | 0.5% |
5529 | 1 | 0.5% |
5530 | 1 | 0.5% |
5531 | 1 | 0.5% |
5532 | 1 | 0.5% |
5533 | 1 | 0.5% |
5534 | 1 | 0.5% |
5535 | 1 | 0.5% |
5536 | 1 | 0.5% |
Other values (195) | 195 |
Value | Count | Frequency (%) |
1111 | 1 | |
3333 | 1 | |
5001 | 1 | |
5002 | 1 | |
5003 | 1 | |
5004 | 1 | |
5005 | 1 | |
5006 | 1 | |
5007 | 1 | |
5008 | 1 |
Value | Count | Frequency (%) |
9135 | 1 | |
7777 | 1 | |
5607 | 1 | |
5606 | 1 | |
5605 | 1 | |
5604 | 1 | |
5602 | 1 | |
5600 | 1 | |
5597 | 1 | |
5593 | 1 |
앞차이격거리
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 27 |
---|---|
Distinct (%) | 13.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5268293 |
Minimum | 0 |
---|---|
Maximum | 56 |
Zeros | 166 |
Zeros (%) | 81.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 23.8 |
Maximum | 56 |
Range | 56 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 8.7635336 |
---|---|
Coefficient of variation (CV) | 2.4848194 |
Kurtosis | 9.5884243 |
Mean | 3.5268293 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.9456849 |
Sum | 723 |
Variance | 76.799522 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 166 | |
16 | 3 | 1.5% |
13 | 3 | 1.5% |
22 | 3 | 1.5% |
10 | 2 | 1.0% |
6 | 2 | 1.0% |
14 | 2 | 1.0% |
8 | 2 | 1.0% |
26 | 2 | 1.0% |
15 | 2 | 1.0% |
Other values (17) | 18 | 8.8% |
Value | Count | Frequency (%) |
0 | 166 | |
3 | 1 | 0.5% |
4 | 2 | 1.0% |
6 | 2 | 1.0% |
7 | 1 | 0.5% |
8 | 2 | 1.0% |
10 | 2 | 1.0% |
11 | 1 | 0.5% |
13 | 3 | 1.5% |
14 | 2 | 1.0% |
Value | Count | Frequency (%) |
56 | 1 | |
40 | 1 | |
38 | 1 | |
34 | 1 | |
31 | 1 | |
30 | 1 | |
28 | 1 | |
26 | 2 | |
25 | 1 | |
24 | 1 |
앞차이격시간
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 29 |
---|---|
Distinct (%) | 14.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.8731707 |
Minimum | 0 |
---|---|
Maximum | 413 |
Zeros | 168 |
Zeros (%) | 82.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 36.8 |
Maximum | 413 |
Range | 413 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 31.191432 |
---|---|
Coefficient of variation (CV) | 4.538143 |
Kurtosis | 142.40355 |
Mean | 6.8731707 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.106599 |
Sum | 1409 |
Variance | 972.9054 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 168 | |
44 | 3 | 1.5% |
33 | 3 | 1.5% |
39 | 2 | 1.0% |
27 | 2 | 1.0% |
5 | 2 | 1.0% |
21 | 2 | 1.0% |
16 | 2 | 1.0% |
10 | 1 | 0.5% |
52 | 1 | 0.5% |
Other values (19) | 19 | 9.3% |
Value | Count | Frequency (%) |
0 | 168 | |
5 | 2 | 1.0% |
6 | 1 | 0.5% |
8 | 1 | 0.5% |
9 | 1 | 0.5% |
10 | 1 | 0.5% |
12 | 1 | 0.5% |
13 | 1 | 0.5% |
15 | 1 | 0.5% |
16 | 2 | 1.0% |
Value | Count | Frequency (%) |
413 | 1 | 0.5% |
89 | 1 | 0.5% |
52 | 1 | 0.5% |
46 | 1 | 0.5% |
44 | 3 | |
43 | 1 | 0.5% |
39 | 2 | |
37 | 1 | 0.5% |
36 | 1 | 0.5% |
34 | 1 | 0.5% |
앞차통과정류소(ID)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 39 |
---|---|
Distinct (%) | 19.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 116.83415 |
Minimum | 0 |
---|---|
Maximum | 2644 |
Zeros | 166 |
Zeros (%) | 81.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 756.2 |
Maximum | 2644 |
Range | 2644 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 345.78744 |
---|---|
Coefficient of variation (CV) | 2.9596436 |
Kurtosis | 24.248148 |
Mean | 116.83415 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.4548346 |
Sum | 23951 |
Variance | 119568.95 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 166 | |
795 | 2 | 1.0% |
559 | 1 | 0.5% |
259 | 1 | 0.5% |
134 | 1 | 0.5% |
366 | 1 | 0.5% |
741 | 1 | 0.5% |
361 | 1 | 0.5% |
316 | 1 | 0.5% |
79 | 1 | 0.5% |
Other values (29) | 29 | 14.1% |
Value | Count | Frequency (%) |
0 | 166 | |
5 | 1 | 0.5% |
37 | 1 | 0.5% |
46 | 1 | 0.5% |
79 | 1 | 0.5% |
94 | 1 | 0.5% |
134 | 1 | 0.5% |
137 | 1 | 0.5% |
141 | 1 | 0.5% |
245 | 1 | 0.5% |
Value | Count | Frequency (%) |
2644 | 1 | |
2213 | 1 | |
2033 | 1 | |
1066 | 1 | |
1042 | 1 | |
863 | 1 | |
857 | 1 | |
813 | 1 | |
795 | 2 | |
760 | 1 |
앞차통과시각
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 | |
---|---|
<NA> | 3 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0439024 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 202 | |
<NA> | 3 | 1.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 202 | |
na | 3 | 1.5% |
앞차차량번호
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 39 |
---|---|
Distinct (%) | 19.3% |
Missing | 3 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1032.4505 |
Minimum | 0 |
---|---|
Maximum | 5607 |
Zeros | 163 |
Zeros (%) | 79.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 5567.75 |
Maximum | 5607 |
Range | 5607 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 2118.9421 |
---|---|
Coefficient of variation (CV) | 2.0523425 |
Kurtosis | 0.51100268 |
Mean | 1032.4505 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.5775065 |
Sum | 208555 |
Variance | 4489915.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 163 | |
5037 | 2 | 1.0% |
5051 | 1 | 0.5% |
5550 | 1 | 0.5% |
5524 | 1 | 0.5% |
5506 | 1 | 0.5% |
5575 | 1 | 0.5% |
5591 | 1 | 0.5% |
5593 | 1 | 0.5% |
5607 | 1 | 0.5% |
Other values (29) | 29 | 14.1% |
(Missing) | 3 | 1.5% |
Value | Count | Frequency (%) |
0 | 163 | |
5002 | 1 | 0.5% |
5014 | 1 | 0.5% |
5020 | 1 | 0.5% |
5021 | 1 | 0.5% |
5036 | 1 | 0.5% |
5037 | 2 | 1.0% |
5038 | 1 | 0.5% |
5047 | 1 | 0.5% |
5048 | 1 | 0.5% |
Value | Count | Frequency (%) |
5607 | 1 | |
5600 | 1 | |
5597 | 1 | |
5593 | 1 | |
5591 | 1 | |
5589 | 1 | |
5581 | 1 | |
5575 | 1 | |
5571 | 1 | |
5569 | 1 |
뒤차이격거리
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 15.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.8146341 |
Minimum | 0 |
---|---|
Maximum | 56 |
Zeros | 138 |
Zeros (%) | 67.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 8 |
95-th percentile | 27.8 |
Maximum | 56 |
Range | 56 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 10.52936 |
---|---|
Coefficient of variation (CV) | 1.810838 |
Kurtosis | 4.4141726 |
Mean | 5.8146341 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.072204 |
Sum | 1192 |
Variance | 110.86743 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 138 | |
15 | 5 | 2.4% |
7 | 5 | 2.4% |
22 | 4 | 2.0% |
19 | 4 | 2.0% |
8 | 4 | 2.0% |
13 | 3 | 1.5% |
18 | 3 | 1.5% |
26 | 3 | 1.5% |
10 | 3 | 1.5% |
Other values (22) | 33 | 16.1% |
Value | Count | Frequency (%) |
0 | 138 | |
1 | 1 | 0.5% |
2 | 2 | 1.0% |
4 | 1 | 0.5% |
5 | 2 | 1.0% |
6 | 2 | 1.0% |
7 | 5 | 2.4% |
8 | 4 | 2.0% |
9 | 1 | 0.5% |
10 | 3 | 1.5% |
Value | Count | Frequency (%) |
56 | 1 | 0.5% |
51 | 1 | 0.5% |
41 | 1 | 0.5% |
39 | 1 | 0.5% |
37 | 1 | 0.5% |
33 | 1 | 0.5% |
31 | 1 | 0.5% |
30 | 1 | 0.5% |
28 | 3 | |
27 | 2 |
뒤차이격시간
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 37 |
---|---|
Distinct (%) | 18.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.8536585 |
Minimum | 0 |
---|---|
Maximum | 162 |
Zeros | 140 |
Zeros (%) | 68.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 15 |
95-th percentile | 46.4 |
Maximum | 162 |
Range | 162 |
Interquartile range (IQR) | 15 |
Descriptive statistics
Standard deviation | 19.601872 |
---|---|
Coefficient of variation (CV) | 1.9892989 |
Kurtosis | 18.714441 |
Mean | 9.8536585 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.4271552 |
Sum | 2020 |
Variance | 384.23338 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 140 | |
16 | 4 | 2.0% |
17 | 4 | 2.0% |
33 | 4 | 2.0% |
13 | 3 | 1.5% |
37 | 3 | 1.5% |
34 | 3 | 1.5% |
15 | 2 | 1.0% |
39 | 2 | 1.0% |
5 | 2 | 1.0% |
Other values (27) | 38 | 18.5% |
Value | Count | Frequency (%) |
0 | 140 | |
5 | 2 | 1.0% |
6 | 1 | 0.5% |
8 | 2 | 1.0% |
9 | 1 | 0.5% |
10 | 2 | 1.0% |
12 | 1 | 0.5% |
13 | 3 | 1.5% |
15 | 2 | 1.0% |
16 | 4 | 2.0% |
Value | Count | Frequency (%) |
162 | 1 | |
89 | 1 | |
82 | 1 | |
53 | 2 | |
52 | 1 | |
50 | 2 | |
48 | 1 | |
47 | 2 | |
44 | 2 | |
42 | 1 |
뒤차통과정류소식별자
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 28.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 282.9122 |
Minimum | 0 |
---|---|
Maximum | 5380 |
Zeros | 139 |
Zeros (%) | 67.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 259 |
95-th percentile | 1101.8 |
Maximum | 5380 |
Range | 5380 |
Interquartile range (IQR) | 259 |
Descriptive statistics
Standard deviation | 748.92261 |
---|---|
Coefficient of variation (CV) | 2.647191 |
Kurtosis | 21.274997 |
Mean | 282.9122 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.310714 |
Sum | 57997 |
Variance | 560885.07 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 139 | |
46 | 3 | 1.5% |
669 | 2 | 1.0% |
861 | 2 | 1.0% |
751 | 2 | 1.0% |
366 | 2 | 1.0% |
259 | 2 | 1.0% |
401 | 2 | 1.0% |
5380 | 1 | 0.5% |
79 | 1 | 0.5% |
Other values (49) | 49 | 23.9% |
Value | Count | Frequency (%) |
0 | 139 | |
38 | 1 | 0.5% |
40 | 1 | 0.5% |
46 | 3 | 1.5% |
75 | 1 | 0.5% |
79 | 1 | 0.5% |
80 | 1 | 0.5% |
91 | 1 | 0.5% |
92 | 1 | 0.5% |
94 | 1 | 0.5% |
Value | Count | Frequency (%) |
5380 | 1 | |
4369 | 1 | |
4208 | 1 | |
4197 | 1 | |
2431 | 1 | |
2216 | 1 | |
2214 | 1 | |
2212 | 1 | |
2170 | 1 | |
2095 | 1 |
뒤차통과시각
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 | |
---|---|
<NA> | 3 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0439024 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 202 | |
<NA> | 3 | 1.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 202 | |
na | 3 | 1.5% |
뒤차차량번호
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 65 |
---|---|
Distinct (%) | 32.2% |
Missing | 3 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1767.7426 |
Minimum | 0 |
---|---|
Maximum | 5600 |
Zeros | 135 |
Zeros (%) | 65.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5047.75 |
95-th percentile | 5562.9 |
Maximum | 5600 |
Range | 5600 |
Interquartile range (IQR) | 5047.75 |
Descriptive statistics
Standard deviation | 2519.5607 |
---|---|
Coefficient of variation (CV) | 1.4252984 |
Kurtosis | -1.4666996 |
Mean | 1767.7426 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 0.73056491 |
Sum | 357084 |
Variance | 6348186.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 135 | |
5553 | 2 | 1.0% |
5017 | 2 | 1.0% |
5030 | 2 | 1.0% |
5508 | 1 | 0.5% |
5502 | 1 | 0.5% |
5537 | 1 | 0.5% |
5564 | 1 | 0.5% |
5587 | 1 | 0.5% |
5518 | 1 | 0.5% |
Other values (55) | 55 | |
(Missing) | 3 | 1.5% |
Value | Count | Frequency (%) |
0 | 135 | |
5001 | 1 | 0.5% |
5002 | 1 | 0.5% |
5008 | 1 | 0.5% |
5013 | 1 | 0.5% |
5017 | 2 | 1.0% |
5020 | 1 | 0.5% |
5022 | 1 | 0.5% |
5030 | 2 | 1.0% |
5039 | 1 | 0.5% |
Value | Count | Frequency (%) |
5600 | 1 | |
5593 | 1 | |
5591 | 1 | |
5587 | 1 | |
5585 | 1 | |
5579 | 1 | |
5575 | 1 | |
5569 | 1 | |
5568 | 1 | |
5564 | 1 |
소통정보
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 11 |
---|---|
Distinct (%) | 5.4% |
Missing | 3 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1936.005 |
Minimum | 0 |
---|---|
Maximum | 3222 |
Zeros | 24 |
Zeros (%) | 11.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2000 |
median | 2222 |
Q3 | 2222 |
95-th percentile | 2222 |
Maximum | 3222 |
Range | 3222 |
Interquartile range (IQR) | 222 |
Descriptive statistics
Standard deviation | 729.48256 |
---|---|
Coefficient of variation (CV) | 0.37679788 |
Kurtosis | 3.2123122 |
Mean | 1936.005 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -2.1369062 |
Sum | 391073 |
Variance | 532144.81 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2222 | 114 | |
2000 | 28 | 13.7% |
0 | 24 | 11.7% |
2220 | 19 | 9.3% |
2200 | 9 | 4.4% |
2223 | 2 | 1.0% |
3222 | 2 | 1.0% |
1331 | 1 | 0.5% |
2210 | 1 | 0.5% |
2232 | 1 | 0.5% |
(Missing) | 3 | 1.5% |
Value | Count | Frequency (%) |
0 | 24 | 11.7% |
1331 | 1 | 0.5% |
2000 | 28 | 13.7% |
2200 | 9 | 4.4% |
2210 | 1 | 0.5% |
2220 | 19 | 9.3% |
2222 | 114 | |
2223 | 2 | 1.0% |
2232 | 1 | 0.5% |
3122 | 1 | 0.5% |
Value | Count | Frequency (%) |
3222 | 2 | 1.0% |
3122 | 1 | 0.5% |
2232 | 1 | 0.5% |
2223 | 2 | 1.0% |
2222 | 114 | |
2220 | 19 | 9.3% |
2210 | 1 | 0.5% |
2200 | 9 | 4.4% |
2000 | 28 | 13.7% |
1331 | 1 | 0.5% |
잔여거리
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 134 |
---|---|
Distinct (%) | 65.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 779.06829 |
Minimum | 0 |
---|---|
Maximum | 4170 |
Zeros | 3 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 18.4 |
Q1 | 157 |
median | 311 |
Q3 | 1173 |
95-th percentile | 2571.4 |
Maximum | 4170 |
Range | 4170 |
Interquartile range (IQR) | 1016 |
Descriptive statistics
Standard deviation | 853.9781 |
---|---|
Coefficient of variation (CV) | 1.0961531 |
Kurtosis | 1.3207463 |
Mean | 779.06829 |
Median Absolute Deviation (MAD) | 264 |
Skewness | 1.3697467 |
Sum | 159709 |
Variance | 729278.59 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
282 | 12 | 5.9% |
60 | 10 | 4.9% |
173 | 9 | 4.4% |
152 | 8 | 3.9% |
120 | 7 | 3.4% |
157 | 6 | 2.9% |
53 | 5 | 2.4% |
232 | 4 | 2.0% |
13 | 4 | 2.0% |
196 | 3 | 1.5% |
Other values (124) | 137 |
Value | Count | Frequency (%) |
0 | 3 | 1.5% |
1 | 2 | 1.0% |
2 | 1 | 0.5% |
4 | 1 | 0.5% |
13 | 4 | 2.0% |
40 | 1 | 0.5% |
44 | 1 | 0.5% |
47 | 2 | 1.0% |
53 | 5 | |
60 | 10 |
Value | Count | Frequency (%) |
4170 | 1 | |
3359 | 1 | |
3277 | 1 | |
3132 | 1 | |
3112 | 1 | |
2944 | 1 | |
2761 | 1 | |
2647 | 1 | |
2645 | 1 | |
2579 | 1 |
남은시간
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 128 |
---|---|
Distinct (%) | 62.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 955.57561 |
Minimum | 0 |
---|---|
Maximum | 4813 |
Zeros | 27 |
Zeros (%) | 13.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 144 |
median | 370 |
Q3 | 1494 |
95-th percentile | 3206.8 |
Maximum | 4813 |
Range | 4813 |
Interquartile range (IQR) | 1350 |
Descriptive statistics
Standard deviation | 1084.172 |
---|---|
Coefficient of variation (CV) | 1.1345747 |
Kurtosis | 0.72222051 |
Mean | 955.57561 |
Median Absolute Deviation (MAD) | 370 |
Skewness | 1.2405899 |
Sum | 195893 |
Variance | 1175428.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 27 | 13.2% |
271 | 12 | 5.9% |
162 | 11 | 5.4% |
144 | 8 | 3.9% |
94 | 7 | 3.4% |
54 | 5 | 2.4% |
211 | 3 | 1.5% |
235 | 3 | 1.5% |
51 | 2 | 1.0% |
670 | 2 | 1.0% |
Other values (118) | 125 |
Value | Count | Frequency (%) |
0 | 27 | |
43 | 2 | 1.0% |
47 | 1 | 0.5% |
50 | 1 | 0.5% |
51 | 2 | 1.0% |
54 | 5 | 2.4% |
94 | 7 | 3.4% |
125 | 1 | 0.5% |
141 | 1 | 0.5% |
142 | 1 | 0.5% |
Value | Count | Frequency (%) |
4813 | 1 | |
4239 | 1 | |
4003 | 1 | |
3724 | 1 | |
3559 | 1 | |
3528 | 1 | |
3496 | 1 | |
3432 | 1 | |
3421 | 1 | |
3287 | 1 |
버스단말기번호 | 앞차이격거리 | 앞차이격시간 | 앞차통과정류소(ID) | 앞차차량번호 | 뒤차이격거리 | 뒤차이격시간 | 뒤차통과정류소식별자 | 뒤차차량번호 | 소통정보 | 잔여거리 | 남은시간 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
버스단말기번호 | 1.000 | 0.000 | 0.000 | 0.000 | 0.477 | 0.000 | 0.000 | 0.000 | 0.490 | 0.675 | 0.230 | 0.297 |
앞차이격거리 | 0.000 | 1.000 | 0.872 | 0.772 | 0.951 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.611 | 0.709 |
앞차이격시간 | 0.000 | 0.872 | 1.000 | 0.759 | 0.420 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.564 | 0.682 |
앞차통과정류소(ID) | 0.000 | 0.772 | 0.759 | 1.000 | 0.747 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.504 | 0.519 |
앞차차량번호 | 0.477 | 0.951 | 0.420 | 0.747 | 1.000 | 0.000 | 0.000 | 0.000 | 0.199 | 0.066 | 0.625 | 0.615 |
뒤차이격거리 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.848 | 0.813 | 0.926 | 0.000 | 0.000 | 0.000 |
뒤차이격시간 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.848 | 1.000 | 0.578 | 0.881 | 0.000 | 0.000 | 0.000 |
뒤차통과정류소식별자 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.813 | 0.578 | 1.000 | 0.548 | 0.000 | 0.000 | 0.000 |
뒤차차량번호 | 0.490 | 0.000 | 0.000 | 0.000 | 0.199 | 0.926 | 0.881 | 0.548 | 1.000 | 0.000 | 0.203 | 0.266 |
소통정보 | 0.675 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.473 | 0.443 |
잔여거리 | 0.230 | 0.611 | 0.564 | 0.504 | 0.625 | 0.000 | 0.000 | 0.000 | 0.203 | 0.473 | 1.000 | 0.984 |
남은시간 | 0.297 | 0.709 | 0.682 | 0.519 | 0.615 | 0.000 | 0.000 | 0.000 | 0.266 | 0.443 | 0.984 | 1.000 |
앞차통과시각 | 뒤차통과시각 | |
---|---|---|
앞차통과시각 | 1.000 | 1.000 |
뒤차통과시각 | 1.000 | 1.000 |
버스단말기번호 | 앞차이격거리 | 앞차이격시간 | 앞차통과정류소(ID) | 앞차차량번호 | 뒤차이격거리 | 뒤차이격시간 | 뒤차통과정류소식별자 | 뒤차차량번호 | 소통정보 | 잔여거리 | 남은시간 | 앞차통과시각 | 뒤차통과시각 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
버스단말기번호 | 1.000 | 0.062 | 0.056 | 0.082 | 0.118 | 0.087 | 0.105 | 0.115 | 0.178 | 0.119 | 0.011 | 0.024 | 1.000 | 1.000 |
앞차이격거리 | 0.062 | 1.000 | 0.967 | 0.986 | 0.982 | -0.120 | -0.122 | -0.079 | -0.065 | 0.330 | 0.512 | 0.515 | 1.000 | 1.000 |
앞차이격시간 | 0.056 | 0.967 | 1.000 | 0.963 | 0.958 | -0.103 | -0.106 | -0.061 | -0.047 | 0.340 | 0.503 | 0.507 | 1.000 | 1.000 |
앞차통과정류소(ID) | 0.082 | 0.986 | 0.963 | 1.000 | 0.986 | -0.088 | -0.092 | -0.043 | -0.026 | 0.330 | 0.502 | 0.505 | 1.000 | 1.000 |
앞차차량번호 | 0.118 | 0.982 | 0.958 | 0.986 | 1.000 | -0.096 | -0.100 | -0.046 | -0.022 | 0.326 | 0.497 | 0.500 | 1.000 | 1.000 |
뒤차이격거리 | 0.087 | -0.120 | -0.103 | -0.088 | -0.096 | 1.000 | 0.974 | 0.961 | 0.947 | 0.004 | -0.175 | -0.181 | 1.000 | 1.000 |
뒤차이격시간 | 0.105 | -0.122 | -0.106 | -0.092 | -0.100 | 0.974 | 1.000 | 0.958 | 0.935 | -0.013 | -0.187 | -0.189 | 1.000 | 1.000 |
뒤차통과정류소식별자 | 0.115 | -0.079 | -0.061 | -0.043 | -0.046 | 0.961 | 0.958 | 1.000 | 0.948 | -0.003 | -0.181 | -0.182 | 1.000 | 1.000 |
뒤차차량번호 | 0.178 | -0.065 | -0.047 | -0.026 | -0.022 | 0.947 | 0.935 | 0.948 | 1.000 | 0.016 | -0.178 | -0.183 | 1.000 | 1.000 |
소통정보 | 0.119 | 0.330 | 0.340 | 0.330 | 0.326 | 0.004 | -0.013 | -0.003 | 0.016 | 1.000 | 0.782 | 0.812 | 1.000 | 1.000 |
잔여거리 | 0.011 | 0.512 | 0.503 | 0.502 | 0.497 | -0.175 | -0.187 | -0.181 | -0.178 | 0.782 | 1.000 | 0.985 | 1.000 | 1.000 |
남은시간 | 0.024 | 0.515 | 0.507 | 0.505 | 0.500 | -0.181 | -0.189 | -0.182 | -0.183 | 0.812 | 0.985 | 1.000 | 1.000 | 1.000 |
앞차통과시각 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
뒤차통과시각 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
버스단말기번호 | 앞차이격거리 | 앞차이격시간 | 앞차통과정류소(ID) | 앞차통과시각 | 앞차차량번호 | 뒤차이격거리 | 뒤차이격시간 | 뒤차통과정류소식별자 | 뒤차통과시각 | 뒤차차량번호 | 소통정보 | 잔여거리 | 남은시간 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1111 | 0 | 0 | 0 | <NA> | <NA> | 0 | 0 | 0 | <NA> | <NA> | <NA> | 0 | 0 |
1 | 3333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1331 | 2645 | 3724 |
2 | 5001 | 0 | 0 | 0 | 0 | 0 | 18 | 53 | 781 | 0 | 5060 | 2222 | 442 | 501 |
3 | 5002 | 0 | 0 | 0 | 0 | 0 | 13 | 23 | 46 | 0 | 5067 | 2220 | 173 | 162 |
4 | 5003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2000 | 282 | 271 |
5 | 5004 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2000 | 282 | 271 |
6 | 5005 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 0 |
7 | 5006 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2222 | 1539 | 1625 |
8 | 5007 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2222 | 1072 | 1326 |
9 | 5008 | 26 | 36 | 559 | 0 | 5060 | 0 | 0 | 0 | 0 | 0 | 2222 | 2056 | 2666 |
버스단말기번호 | 앞차이격거리 | 앞차이격시간 | 앞차통과정류소(ID) | 앞차통과시각 | 앞차차량번호 | 뒤차이격거리 | 뒤차이격시간 | 뒤차통과정류소식별자 | 뒤차통과시각 | 뒤차차량번호 | 소통정보 | 잔여거리 | 남은시간 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
195 | 5593 | 8 | 10 | 857 | 0 | 5600 | 0 | 0 | 0 | 0 | 0 | 2222 | 2647 | 3559 |
196 | 5597 | 0 | 0 | 0 | 0 | 0 | 26 | 37 | 861 | 0 | 5505 | 2222 | 392 | 596 |
197 | 5600 | 7 | 12 | 496 | 0 | 5563 | 9 | 10 | 134 | 0 | 5593 | 2222 | 2338 | 3099 |
198 | 5602 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 157 | 0 |
199 | 5604 | 0 | 0 | 0 | 0 | 0 | 19 | 50 | 399 | 0 | 5502 | 2222 | 279 | 338 |
200 | 5605 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2000 | 282 | 271 |
201 | 5606 | 0 | 0 | 0 | 0 | 0 | 15 | 23 | 366 | 0 | 5508 | 2222 | 232 | 235 |
202 | 5607 | 0 | 0 | 0 | 0 | 0 | 22 | 27 | 652 | 0 | 5550 | 2200 | 227 | 245 |
203 | 7777 | 0 | 0 | 0 | <NA> | <NA> | 0 | 0 | 0 | <NA> | <NA> | <NA> | 0 | 0 |
204 | 9135 | 0 | 0 | 0 | <NA> | <NA> | 0 | 0 | 0 | <NA> | <NA> | <NA> | 0 | 0 |