Overview

Dataset statistics

Number of variables24
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.2 KiB
Average record size in memory212.4 B

Variable types

DateTime4
Categorical15
Numeric4
Text1

Dataset

Description샘플 데이터
Author펌프킨
URLhttps://bigdata-region.kr/#/dataset/7b85a994-ac04-4ec7-adc0-0fddb0492265

Alerts

평균정류장간격 has constant value ""Constant
사용SOC has constant value ""Constant
사용전력 has constant value ""Constant
전비 has constant value ""Constant
속도 has 13 (43.3%) zerosZeros
방위각 has 16 (53.3%) zerosZeros

Reproduction

Analysis started2023-12-10 13:57:17.752117
Analysis finished2023-12-10 13:57:18.178424
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

주행일시
Date

Distinct15
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-08-01 04:00:00
Maximum2021-08-01 05:00:08
2023-12-10T22:57:18.284112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:57:18.552186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

출차시간
Date

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum1900-01-01 02:00:00
Maximum1900-01-01 05:00:00
2023-12-10T22:57:18.834742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:57:19.144888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)

노선명
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
9000
13 
19
9 
108
8 

Length

Max length4
Median length3
Mean length3.1333333
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row9000
2nd row9000
3rd row9000
4th row9000
5th row9000

Common Values

ValueCountFrequency (%)
9000 13
43.3%
19 9
30.0%
108 8
26.7%

Length

2023-12-10T22:57:19.472909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:19.715169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
9000 13
43.3%
19 9
30.0%
108 8
26.7%

차량번호
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225
13 
7c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a
9 
366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b55
8 

Length

Max length64
Median length64
Mean length64
Min length64

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225
2nd row321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225
3rd row321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225
4th row321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225
5th row321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225

Common Values

ValueCountFrequency (%)
321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225 13
43.3%
7c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a 9
30.0%
366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b55 8
26.7%

Length

2023-12-10T22:57:19.994338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:20.211985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d7225 13
43.3%
7c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a 9
30.0%
366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b55 8
26.7%

시도코드
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
48
17 
41
13 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row41
2nd row41
3rd row41
4th row41
5th row41

Common Values

ValueCountFrequency (%)
48 17
56.7%
41 13
43.3%

Length

2023-12-10T22:57:20.419081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:20.663053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
48 17
56.7%
41 13
43.3%

충전지역명
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
경기도 김포시 북변동
13 
경상남도 창원시 마산합포구 가포동
9 
경상남도 창원시 마산합포구 해운동
8 

Length

Max length18
Median length18
Mean length14.966667
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 김포시 북변동
2nd row경기도 김포시 북변동
3rd row경기도 김포시 북변동
4th row경기도 김포시 북변동
5th row경기도 김포시 북변동

Common Values

ValueCountFrequency (%)
경기도 김포시 북변동 13
43.3%
경상남도 창원시 마산합포구 가포동 9
30.0%
경상남도 창원시 마산합포구 해운동 8
26.7%

Length

2023-12-10T22:57:20.865142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:21.053263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상남도 17
15.9%
창원시 17
15.9%
마산합포구 17
15.9%
경기도 13
12.1%
김포시 13
12.1%
북변동 13
12.1%
가포동 9
8.4%
해운동 8
7.5%

노선유형
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
간선버스
17 
직행좌석버스
13 

Length

Max length6
Median length4
Mean length4.8666667
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
간선버스 17
56.7%
직행좌석버스 13
43.3%

Length

2023-12-10T22:57:21.288148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:21.518785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
간선버스 17
56.7%
직행좌석버스 13
43.3%

정류장수
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
82
13 
53
9 
113
8 

Length

Max length3
Median length2
Mean length2.2666667
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row82
2nd row82
3rd row82
4th row82
5th row82

Common Values

ValueCountFrequency (%)
82 13
43.3%
53 9
30.0%
113 8
26.7%

Length

2023-12-10T22:57:21.710048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:22.001652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
82 13
43.3%
53 9
30.0%
113 8
26.7%

평균정류장간격
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

2023-12-10T22:57:22.184663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:22.353572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

소요시간
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
9 
33660
8 
10920
7 
11400
6 

Length

Max length5
Median length5
Mean length4.7
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row10920
2nd row11400
3rd row10920
4th row11400
5th row10920

Common Values

ValueCountFrequency (%)
<NA> 9
30.0%
33660 8
26.7%
10920 7
23.3%
11400 6
20.0%

Length

2023-12-10T22:57:22.527073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:22.705159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 9
30.0%
33660 8
26.7%
10920 7
23.3%
11400 6
20.0%

총주행거리
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
58
13 
<NA>
9 
44
8 

Length

Max length4
Median length2
Mean length2.6
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row58
2nd row58
3rd row58
4th row58
5th row58

Common Values

ValueCountFrequency (%)
58 13
43.3%
<NA> 9
30.0%
44 8
26.7%

Length

2023-12-10T22:57:22.933354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:23.135024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
58 13
43.3%
na 9
30.0%
44 8
26.7%

사용SOC
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

2023-12-10T22:57:23.312593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:23.917255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

사용전력
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

2023-12-10T22:57:24.090733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:24.245353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

전비
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

2023-12-10T22:57:24.429387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:24.592660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

속도
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.966667
Minimum0
Maximum62
Zeros13
Zeros (%)43.3%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:57:24.751398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4.5
Q314.75
95-th percentile60.2
Maximum62
Range62
Interquartile range (IQR)14.75

Descriptive statistics

Standard deviation22.438396
Coefficient of variation (CV)1.4992247
Kurtosis0.26828759
Mean14.966667
Median Absolute Deviation (MAD)4.5
Skewness1.4006541
Sum449
Variance503.48161
MonotonicityNot monotonic
2023-12-10T22:57:24.967518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 13
43.3%
11 2
 
6.7%
58 2
 
6.7%
62 2
 
6.7%
53 2
 
6.7%
5 2
 
6.7%
3 1
 
3.3%
4 1
 
3.3%
10 1
 
3.3%
16 1
 
3.3%
Other values (3) 3
 
10.0%
ValueCountFrequency (%)
0 13
43.3%
3 1
 
3.3%
4 1
 
3.3%
5 2
 
6.7%
7 1
 
3.3%
9 1
 
3.3%
10 1
 
3.3%
11 2
 
6.7%
16 1
 
3.3%
22 1
 
3.3%
ValueCountFrequency (%)
62 2
6.7%
58 2
6.7%
53 2
6.7%
22 1
3.3%
16 1
3.3%
11 2
6.7%
10 1
3.3%
9 1
3.3%
7 1
3.3%
5 2
6.7%

브레이크횟수
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
25 
1
5 

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 25
83.3%
1 5
 
16.7%

Length

2023-12-10T22:57:25.221238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:25.581991image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
83.3%
1 5
 
16.7%

위도
Real number (ℝ)

Distinct22
Distinct (%)73.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.254029
Minimum35.203486
Maximum37.652089
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:57:25.898025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.203486
5-th percentile35.203486
Q135.203511
median35.203572
Q337.632943
95-th percentile37.64956
Maximum37.652089
Range2.448603
Interquartile range (IQR)2.4294315

Descriptive statistics

Standard deviation1.2219849
Coefficient of variation (CV)0.03370618
Kurtosis-2.0603949
Mean36.254029
Median Absolute Deviation (MAD)8.55 × 10-5
Skewness0.28423809
Sum1087.6209
Variance1.493247
MonotonicityNot monotonic
2023-12-10T22:57:26.222939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
35.203486 4
 
13.3%
37.63489 2
 
6.7%
37.646469 2
 
6.7%
37.643616 2
 
6.7%
37.652089 2
 
6.7%
37.562764 2
 
6.7%
37.627066 1
 
3.3%
35.203566 1
 
3.3%
35.203524 1
 
3.3%
35.203596 1
 
3.3%
Other values (12) 12
40.0%
ValueCountFrequency (%)
35.203486 4
13.3%
35.203487 1
 
3.3%
35.203492 1
 
3.3%
35.203501 1
 
3.3%
35.203507 1
 
3.3%
35.203524 1
 
3.3%
35.203552 1
 
3.3%
35.203555 1
 
3.3%
35.203557 1
 
3.3%
35.20356 1
 
3.3%
ValueCountFrequency (%)
37.652089 2
6.7%
37.646469 2
6.7%
37.643616 2
6.7%
37.63489 2
6.7%
37.627101 1
3.3%
37.62708 1
3.3%
37.627066 1
3.3%
37.562764 2
6.7%
35.203596 1
3.3%
35.203577 1
3.3%

경도
Real number (ℝ)

Distinct23
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.81957
Minimum126.60049
Maximum128.70453
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:57:26.584564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.60049
5-th percentile126.61352
Q1126.67981
median128.70426
Q3128.70443
95-th percentile128.70453
Maximum128.70453
Range2.104049
Interquartile range (IQR)2.0246175

Descriptive statistics

Standard deviation1.0295106
Coefficient of variation (CV)0.0080544049
Kurtosis-2.0569537
Mean127.81957
Median Absolute Deviation (MAD)0.0002725
Skewness-0.28583853
Sum3834.5871
Variance1.059892
MonotonicityNot monotonic
2023-12-10T22:57:26.819932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
128.704284 2
 
6.7%
126.706059 2
 
6.7%
126.671062 2
 
6.7%
126.629451 2
 
6.7%
126.600485 2
 
6.7%
126.631369 2
 
6.7%
128.704533 2
 
6.7%
128.704517 1
 
3.3%
128.70425 1
 
3.3%
128.704476 1
 
3.3%
Other values (13) 13
43.3%
ValueCountFrequency (%)
126.600485 2
6.7%
126.629451 2
6.7%
126.631369 2
6.7%
126.671062 2
6.7%
126.706059 2
6.7%
126.711886 1
3.3%
126.711892 1
3.3%
126.711909 1
3.3%
128.70425 1
3.3%
128.704257 1
3.3%
ValueCountFrequency (%)
128.704534 1
3.3%
128.704533 2
6.7%
128.704526 1
3.3%
128.704517 1
3.3%
128.704508 1
3.3%
128.704493 1
3.3%
128.704476 1
3.3%
128.704287 1
3.3%
128.704286 1
3.3%
128.704284 2
6.7%

방위각
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean132.16667
Minimum0
Maximum345
Zeros16
Zeros (%)53.3%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:57:27.029374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3311.25
95-th percentile336
Maximum345
Range345
Interquartile range (IQR)311.25

Descriptive statistics

Standard deviation149.74002
Coefficient of variation (CV)1.1329636
Kurtosis-1.8344012
Mean132.16667
Median Absolute Deviation (MAD)0
Skewness0.34711984
Sum3965
Variance22422.075
MonotonicityNot monotonic
2023-12-10T22:57:27.289189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 16
53.3%
306 2
 
6.7%
216 2
 
6.7%
345 2
 
6.7%
167 2
 
6.7%
315 2
 
6.7%
313 2
 
6.7%
316 1
 
3.3%
325 1
 
3.3%
ValueCountFrequency (%)
0 16
53.3%
167 2
 
6.7%
216 2
 
6.7%
306 2
 
6.7%
313 2
 
6.7%
315 2
 
6.7%
316 1
 
3.3%
325 1
 
3.3%
345 2
 
6.7%
ValueCountFrequency (%)
345 2
 
6.7%
325 1
 
3.3%
316 1
 
3.3%
315 2
 
6.7%
313 2
 
6.7%
306 2
 
6.7%
216 2
 
6.7%
167 2
 
6.7%
0 16
53.3%

가속도X
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
15 
-3
7 
-2
4 
-4
2 
1
2 

Length

Max length2
Median length1
Mean length1.4333333
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row-3
2nd row-3
3rd row-3
4th row-2
5th row-2

Common Values

ValueCountFrequency (%)
0 15
50.0%
-3 7
23.3%
-2 4
 
13.3%
-4 2
 
6.7%
1 2
 
6.7%

Length

2023-12-10T22:57:27.514146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:27.695535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 15
50.0%
3 7
23.3%
2 4
 
13.3%
4 2
 
6.7%
1 2
 
6.7%

가속도Y
Categorical

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
0.0
12 
-0.0
9 
0.5
4 
0.7
2 
0.2
2 

Length

Max length4
Median length3
Mean length3.3333333
Min length3

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row-0.3
2nd row0.0
3rd row-0.0
4th row0.5
5th row0.5

Common Values

ValueCountFrequency (%)
0.0 12
40.0%
-0.0 9
30.0%
0.5 4
 
13.3%
0.7 2
 
6.7%
0.2 2
 
6.7%
-0.3 1
 
3.3%

Length

2023-12-10T22:57:27.877747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:57:28.065520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.0 21
70.0%
0.5 4
 
13.3%
0.7 2
 
6.7%
0.2 2
 
6.7%
0.3 1
 
3.3%

메모내용
Text

Distinct16
Distinct (%)53.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-12-10T22:57:28.311320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length32
Mean length30.266667
Min length28

Characters and Unicode

Total characters908
Distinct characters21
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)6.7%

Sample

1st row2021년 08월 01일 04:0 노선별 주행 정보
2nd row2021년 08월 01일 04:1 노선별 주행 정보
3rd row2021년 08월 01일 04:1 노선별 주행 정보
4th row2021년 08월 01일 04:2 노선별 주행 정보
5th row2021년 08월 01일 04:2 노선별 주행 정보
ValueCountFrequency (%)
2021년 30
14.3%
01일 30
14.3%
노선별 30
14.3%
주행 30
14.3%
정보 30
14.3%
08월 30
14.3%
05:00:01 2
 
1.0%
05:00:07 2
 
1.0%
05:00:06 2
 
1.0%
05:00:05 2
 
1.0%
Other values (12) 22
10.5%
2023-12-10T22:57:28.934154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
180
19.8%
0 176
19.4%
2 64
 
7.0%
1 64
 
7.0%
: 47
 
5.2%
8 31
 
3.4%
별 30
 
3.3%
보 30
 
3.3%
정 30
 
3.3%
행 30
 
3.3%
Other values (11) 226
24.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 381
42.0%
Other Letter 300
33.0%
Space Separator 180
19.8%
Other Punctuation 47
 
5.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
별 30
10.0%
보 30
10.0%
정 30
10.0%
행 30
10.0%
주 30
10.0%
노 30
10.0%
선 30
10.0%
일 30
10.0%
월 30
10.0%
년 30
10.0%
Decimal Number
ValueCountFrequency (%)
0 176
46.2%
2 64
 
16.8%
1 64
 
16.8%
8 31
 
8.1%
5 23
 
6.0%
4 15
 
3.9%
3 4
 
1.0%
6 2
 
0.5%
7 2
 
0.5%
Space Separator
ValueCountFrequency (%)
180
100.0%
Other Punctuation
ValueCountFrequency (%)
: 47
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 608
67.0%
Hangul 300
33.0%

Most frequent character per script

Common
ValueCountFrequency (%)
180
29.6%
0 176
28.9%
2 64
 
10.5%
1 64
 
10.5%
: 47
 
7.7%
8 31
 
5.1%
5 23
 
3.8%
4 15
 
2.5%
3 4
 
0.7%
6 2
 
0.3%
Hangul
ValueCountFrequency (%)
별 30
10.0%
보 30
10.0%
정 30
10.0%
행 30
10.0%
주 30
10.0%
노 30
10.0%
선 30
10.0%
일 30
10.0%
월 30
10.0%
년 30
10.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 608
67.0%
Hangul 300
33.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
180
29.6%
0 176
28.9%
2 64
 
10.5%
1 64
 
10.5%
: 47
 
7.7%
8 31
 
5.1%
5 23
 
3.8%
4 15
 
2.5%
3 4
 
0.7%
6 2
 
0.3%
Hangul
ValueCountFrequency (%)
별 30
10.0%
보 30
10.0%
정 30
10.0%
행 30
10.0%
주 30
10.0%
노 30
10.0%
선 30
10.0%
일 30
10.0%
월 30
10.0%
년 30
10.0%

등록일시
Date

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-12-23 01:57:48
Maximum2021-12-23 02:06:03
2023-12-10T22:57:29.129379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:57:29.316777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)

수정일시
Date

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-12-23 01:57:48
Maximum2021-12-23 02:06:03
2023-12-10T22:57:29.508654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:57:29.730834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=3)

Sample

주행일시출차시간노선명차량번호시도코드충전지역명노선유형정류장수평균정류장간격소요시간총주행거리사용SOC사용전력전비속도브레이크횟수위도경도방위각가속도X가속도Y메모내용등록일시수정일시
02021-08-01 04:01900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스82010920580000037.627066126.7119090-3-0.32021년 08월 01일 04:0 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
12021-08-01 04:11900-01-01 04:15:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스82011400580000037.627101126.7118920-30.02021년 08월 01일 04:1 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
22021-08-01 04:11900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스82010920580000037.62708126.7118860-3-0.02021년 08월 01일 04:1 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
32021-08-01 04:21900-01-01 04:15:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820114005800011037.63489126.706059306-20.52021년 08월 01일 04:2 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
42021-08-01 04:21900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820109205800011037.63489126.706059306-20.52021년 08월 01일 04:2 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
52021-08-01 04:31900-01-01 04:15:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820114005800058037.646469126.671062216-3-0.02021년 08월 01일 04:3 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
62021-08-01 04:31900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820109205800058037.646469126.671062216-3-0.02021년 08월 01일 04:3 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
72021-08-01 04:41900-01-01 04:15:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820114005800062137.643616126.629451345-20.72021년 08월 01일 04:4 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
82021-08-01 04:41900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820109205800062137.643616126.629451345-20.72021년 08월 01일 04:4 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
92021-08-01 04:51900-01-01 02:00:009000321440645f9a41cc3f99e2a09fd7d709f717f8f68ef9ad0f36237ab1947d722541경기도 김포시 북변동직행좌석버스820109205800053037.652089126.600485167-40.02021년 08월 01일 04:5 노선별 주행 정보2021-12-23 01:57:482021-12-23 01:57:48
주행일시출차시간노선명차량번호시도코드충전지역명노선유형정류장수평균정류장간격소요시간총주행거리사용SOC사용전력전비속도브레이크횟수위도경도방위각가속도X가속도Y메모내용등록일시수정일시
202021-08-01 05:00:031900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0000135.203486128.70428400-0.02021년 08월 01일 05:00:03 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03
212021-08-01 05:00:041900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0000035.203487128.70428300-0.02021년 08월 01일 05:00:04 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03
222021-08-01 05:00:041900-01-01 05:00:00108366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b5548경상남도 창원시 마산합포구 해운동간선버스113033660440005035.203562128.70451731500.02021년 08월 01일 05:00:04 노선별 주행 정보2021-12-23 01:59:492021-12-23 01:59:49
232021-08-01 05:00:051900-01-01 05:00:00108366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b5548경상남도 창원시 마산합포구 해운동간선버스1130336604400010035.203566128.70450831300.22021년 08월 01일 05:00:05 노선별 주행 정보2021-12-23 01:59:492021-12-23 01:59:49
242021-08-01 05:00:051900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0000035.203492128.704276000.02021년 08월 01일 05:00:05 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03
252021-08-01 05:00:061900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0005035.203501128.704264000.02021년 08월 01일 05:00:06 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03
262021-08-01 05:00:061900-01-01 05:00:00108366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b5548경상남도 창원시 마산합포구 해운동간선버스1130336604400016035.203577128.70449331310.22021년 08월 01일 05:00:06 노선별 주행 정보2021-12-23 01:59:492021-12-23 01:59:49
272021-08-01 05:00:071900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0007035.203507128.704257000.02021년 08월 01일 05:00:07 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03
282021-08-01 05:00:071900-01-01 05:00:00108366da9620ae0a0a1b77b7b8c2c54fa68821be144f420c8f179994d2090d80b5548경상남도 창원시 마산합포구 해운동간선버스1130336604400022035.203596128.70447632510.02021년 08월 01일 05:00:07 노선별 주행 정보2021-12-23 01:59:492021-12-23 01:59:49
292021-08-01 05:00:081900-01-01 05:00:00197c95905a06372aff7a9eedb76ec3606f5cf585e78a0287c078011182d7436d4a48경상남도 창원시 마산합포구 가포동간선버스530<NA><NA>0009035.203524128.70425000.02021년 08월 01일 05:00:08 노선별 주행 정보2021-12-23 02:06:032021-12-23 02:06:03