Overview

Dataset statistics

Number of variables18
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.7 KiB
Average record size in memory159.4 B

Variable types

DateTime1
Categorical14
Numeric2
Boolean1

Dataset

Description샘플 데이터
Author펌프킨
URLhttps://bigdata-region.kr/#/dataset/e8a24ee9-2638-4f18-9147-2de8ee796c61

Alerts

차량_번호 has constant value ""Constant
노선_번호 has constant value ""Constant
노선_유형 has constant value ""Constant
출차_시간 has constant value ""Constant
정류장_수 has constant value ""Constant
평균_정류장_간격 has constant value ""Constant
소요_시간 has constant value ""Constant
주행_거리 has constant value ""Constant
브레이크_유무 has constant value ""Constant
위도 has constant value ""Constant
경도 has constant value ""Constant
가속도X has constant value ""Constant
가속도Y has constant value ""Constant
비고 has constant value ""Constant
생산_일시 has constant value ""Constant
운행_일시 has unique valuesUnique

Reproduction

Analysis started2023-12-10 14:07:15.207043
Analysis finished2023-12-10 14:07:16.738068
Duration1.53 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

운행_일시
Date

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2023-04-01 04:33:14
Maximum2023-04-01 04:33:43
2023-12-10T23:07:16.836507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:07:17.027990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)

차량_번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860
30 

Length

Max length64
Median length64
Mean length64
Min length64

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860
2nd row3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860
3rd row3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860
4th row3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860
5th row3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860

Common Values

ValueCountFrequency (%)
3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860 30
100.0%

Length

2023-12-10T23:07:17.235306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:17.460569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a860 30
100.0%

노선_번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
7612
30 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row7612
2nd row7612
3rd row7612
4th row7612
5th row7612

Common Values

ValueCountFrequency (%)
7612 30
100.0%

Length

2023-12-10T23:07:17.624269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:17.775139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
7612 30
100.0%

노선_유형
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
지선
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row지선
2nd row지선
3rd row지선
4th row지선
5th row지선

Common Values

ValueCountFrequency (%)
지선 30
100.0%

Length

2023-12-10T23:07:17.975183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:18.152358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지선 30
100.0%

출차_시간
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
04:33:14
30 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row04:33:14
2nd row04:33:14
3rd row04:33:14
4th row04:33:14
5th row04:33:14

Common Values

ValueCountFrequency (%)
04:33:14 30
100.0%

Length

2023-12-10T23:07:18.308254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:18.578971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
04:33:14 30
100.0%

정류장_수
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
47
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row47
2nd row47
3rd row47
4th row47
5th row47

Common Values

ValueCountFrequency (%)
47 30
100.0%

Length

2023-12-10T23:07:18.834536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:19.002579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
47 30
100.0%

평균_정류장_간격
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 30
100.0%

Length

2023-12-10T23:07:19.177363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:19.341744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

소요_시간
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
70
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row70
2nd row70
3rd row70
4th row70
5th row70

Common Values

ValueCountFrequency (%)
70 30
100.0%

Length

2023-12-10T23:07:19.504081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:19.675191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
70 30
100.0%

주행_거리
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 30
100.0%

Length

2023-12-10T23:07:19.845146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:20.020299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

속도
Real number (ℝ)

Distinct24
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.233333
Minimum6
Maximum39
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:07:20.260913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile7.9
Q120.5
median29.5
Q335.75
95-th percentile38.55
Maximum39
Range33
Interquartile range (IQR)15.25

Descriptive statistics

Standard deviation10.338023
Coefficient of variation (CV)0.37960916
Kurtosis-0.63859022
Mean27.233333
Median Absolute Deviation (MAD)7.5
Skewness-0.72900073
Sum817
Variance106.87471
MonotonicityNot monotonic
2023-12-10T23:07:20.520105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
38 4
 
13.3%
28 2
 
6.7%
39 2
 
6.7%
35 2
 
6.7%
29 1
 
3.3%
37 1
 
3.3%
36 1
 
3.3%
34 1
 
3.3%
33 1
 
3.3%
32 1
 
3.3%
Other values (14) 14
46.7%
ValueCountFrequency (%)
6 1
3.3%
7 1
3.3%
9 1
3.3%
11 1
3.3%
14 1
3.3%
16 1
3.3%
18 1
3.3%
20 1
3.3%
22 1
3.3%
24 1
3.3%
ValueCountFrequency (%)
39 2
6.7%
38 4
13.3%
37 1
 
3.3%
36 1
 
3.3%
35 2
6.7%
34 1
 
3.3%
33 1
 
3.3%
32 1
 
3.3%
31 1
 
3.3%
30 1
 
3.3%

브레이크_유무
Boolean

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size162.0 B
False
30 
ValueCountFrequency (%)
False 30
100.0%
2023-12-10T23:07:20.726722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

위도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
37
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row37
2nd row37
3rd row37
4th row37
5th row37

Common Values

ValueCountFrequency (%)
37 30
100.0%

Length

2023-12-10T23:07:20.898646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:21.055485image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
37 30
100.0%

경도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
126
30 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row126
2nd row126
3rd row126
4th row126
5th row126

Common Values

ValueCountFrequency (%)
126 30
100.0%

Length

2023-12-10T23:07:21.224364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:21.368843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
126 30
100.0%

방위각
Real number (ℝ)

Distinct11
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean235.53333
Minimum231
Maximum243
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:07:21.498475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum231
5-th percentile231.45
Q1234
median235
Q3237
95-th percentile241.1
Maximum243
Range12
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.1154048
Coefficient of variation (CV)0.013227023
Kurtosis0.058129228
Mean235.53333
Median Absolute Deviation (MAD)2
Skewness0.73935075
Sum7066
Variance9.7057471
MonotonicityNot monotonic
2023-12-10T23:07:21.957417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
234 7
23.3%
237 4
13.3%
240 3
10.0%
235 3
10.0%
232 3
10.0%
236 3
10.0%
231 2
 
6.7%
233 2
 
6.7%
243 1
 
3.3%
242 1
 
3.3%
ValueCountFrequency (%)
231 2
 
6.7%
232 3
10.0%
233 2
 
6.7%
234 7
23.3%
235 3
10.0%
236 3
10.0%
237 4
13.3%
238 1
 
3.3%
240 3
10.0%
242 1
 
3.3%
ValueCountFrequency (%)
243 1
 
3.3%
242 1
 
3.3%
240 3
10.0%
238 1
 
3.3%
237 4
13.3%
236 3
10.0%
235 3
10.0%
234 7
23.3%
233 2
 
6.7%
232 3
10.0%

가속도X
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 30
100.0%

Length

2023-12-10T23:07:22.135031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:22.260422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

가속도Y
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 30
100.0%

Length

2023-12-10T23:07:22.388150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:22.491329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

비고
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-07-05 전기차 운행이력
30 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-05 전기차 운행이력
2nd row2023-07-05 전기차 운행이력
3rd row2023-07-05 전기차 운행이력
4th row2023-07-05 전기차 운행이력
5th row2023-07-05 전기차 운행이력

Common Values

ValueCountFrequency (%)
2023-07-05 전기차 운행이력 30
100.0%

Length

2023-12-10T23:07:22.618749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:22.735959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-05 30
33.3%
전기차 30
33.3%
운행이력 30
33.3%

생산_일시
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-07-05 13:06:12
30 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-05 13:06:12
2nd row2023-07-05 13:06:12
3rd row2023-07-05 13:06:12
4th row2023-07-05 13:06:12
5th row2023-07-05 13:06:12

Common Values

ValueCountFrequency (%)
2023-07-05 13:06:12 30
100.0%

Length

2023-12-10T23:07:23.029399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:07:23.263365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-05 30
50.0%
13:06:12 30
50.0%

Interactions

2023-12-10T23:07:15.859288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:07:15.537119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:07:15.991258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:07:15.714629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:07:23.358818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운행_일시속도방위각
운행_일시1.0001.0001.000
속도1.0001.0000.456
방위각1.0000.4561.000
2023-12-10T23:07:23.508195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
속도방위각
속도1.000-0.371
방위각-0.3711.000

Missing values

2023-12-10T23:07:16.244936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:07:16.593513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

운행_일시차량_번호노선_번호노선_유형출차_시간정류장_수평균_정류장_간격소요_시간주행_거리속도브레이크_유무위도경도방위각가속도X가속도Y비고생산_일시
02023-04-01 04:33:143bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:144707006N37126240002023-07-05 전기차 운행이력2023-07-05 13:06:12
12023-04-01 04:33:153bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:144707007N37126243002023-07-05 전기차 운행이력2023-07-05 13:06:12
22023-04-01 04:33:163bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:144707009N37126240002023-07-05 전기차 운행이력2023-07-05 13:06:12
32023-04-01 04:33:173bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070011N37126242002023-07-05 전기차 운행이력2023-07-05 13:06:12
42023-04-01 04:33:183bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070014N37126237002023-07-05 전기차 운행이력2023-07-05 13:06:12
52023-04-01 04:33:193bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070016N37126235002023-07-05 전기차 운행이력2023-07-05 13:06:12
62023-04-01 04:33:203bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070018N37126232002023-07-05 전기차 운행이력2023-07-05 13:06:12
72023-04-01 04:33:213bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070020N37126231002023-07-05 전기차 운행이력2023-07-05 13:06:12
82023-04-01 04:33:223bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070022N37126236002023-07-05 전기차 운행이력2023-07-05 13:06:12
92023-04-01 04:33:233bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070024N37126238002023-07-05 전기차 운행이력2023-07-05 13:06:12
운행_일시차량_번호노선_번호노선_유형출차_시간정류장_수평균_정류장_간격소요_시간주행_거리속도브레이크_유무위도경도방위각가속도X가속도Y비고생산_일시
202023-04-01 04:33:343bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070035N37126240002023-07-05 전기차 운행이력2023-07-05 13:06:12
212023-04-01 04:33:353bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070035N37126233002023-07-05 전기차 운행이력2023-07-05 13:06:12
222023-04-01 04:33:363bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070036N37126234002023-07-05 전기차 운행이력2023-07-05 13:06:12
232023-04-01 04:33:373bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070037N37126233002023-07-05 전기차 운행이력2023-07-05 13:06:12
242023-04-01 04:33:383bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070038N37126236002023-07-05 전기차 운행이력2023-07-05 13:06:12
252023-04-01 04:33:393bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070039N37126235002023-07-05 전기차 운행이력2023-07-05 13:06:12
262023-04-01 04:33:403bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070039N37126234002023-07-05 전기차 운행이력2023-07-05 13:06:12
272023-04-01 04:33:413bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070038N37126234002023-07-05 전기차 운행이력2023-07-05 13:06:12
282023-04-01 04:33:423bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070038N37126237002023-07-05 전기차 운행이력2023-07-05 13:06:12
292023-04-01 04:33:433bf6556f8fe5486859c710c7c29a757b35adbdb9f6ddd2aef64286bd6994a8607612지선04:33:1447070038N37126234002023-07-05 전기차 운행이력2023-07-05 13:06:12