Overview

Dataset statistics

Number of variables102
Number of observations30
Missing cells30
Missing cells (%)1.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.9 KiB
Average record size in memory918.4 B

Variable types

DateTime2
Categorical79
Numeric20
Unsupported1

Dataset

Description샘플 데이터
Author펌프킨
URLhttps://bigdata-region.kr/#/dataset/fb74f1ce-39fe-4025-9009-77112162ab99

Alerts

위도 has constant value ""Constant
경도 has constant value ""Constant
가속도 has constant value ""Constant
가속도 페달 has constant value ""Constant
순간주행거리 has constant value ""Constant
누적주행거리 has constant value ""Constant
주행환경온도 has constant value ""Constant
브레이크량 has constant value ""Constant
브레이크압력 has constant value ""Constant
총수소충전수 has constant value ""Constant
수소누출 탱크1 has constant value ""Constant
수소누출 연료공급1 has constant value ""Constant
수소누출 스택1 has constant value ""Constant
수소누출 탱크2 has constant value ""Constant
수소누출 연료공급2 has constant value ""Constant
수소누출 스택2 has constant value ""Constant
스택전압 평균 has constant value ""Constant
스택전압 최대 has constant value ""Constant
스택전압 보조 has constant value ""Constant
연료차단밸브 개도량1 has constant value ""Constant
연료차단밸브 개도량2 has constant value ""Constant
수소라인 누출가능성H1 has constant value ""Constant
탱크밸브 누출가능성H1 has constant value ""Constant
수소탱크 저온알람 has constant value ""Constant
수소탱크 고온알람 has constant value ""Constant
수소탱크 충전알람 has constant value ""Constant
수소탱크 과압알람 has constant value ""Constant
수소탱크 고압센서 고장 has constant value ""Constant
수소탱크 중압센서 고장 has constant value ""Constant
수소탱크 온도센서 전방 고장 has constant value ""Constant
수소탱크 온도센서 중앙 고장 has constant value ""Constant
수소탱크 온도센서 후방 고장 has constant value ""Constant
수소탱크충전구 센서 고장 has constant value ""Constant
수소탱크밸브 전방 고장 has constant value ""Constant
수소탱크밸브 중앙 고장 has constant value ""Constant
수소탱크밸브 후방 고장 has constant value ""Constant
수소탱크 고장 has constant value ""Constant
수소탱크충전구 덮개센서 고장 has constant value ""Constant
수소탱크충전구 덮개장치 고장 has constant value ""Constant
수소탱크충전알림장치 고장 has constant value ""Constant
배터리팩 총충전전력량 has constant value ""Constant
배터리팩 총회생전력량 has constant value ""Constant
배터리팩 전류증가 has constant value ""Constant
배터리팩 충전전압 has constant value ""Constant
비고 has constant value ""Constant
생산일시 has constant value ""Constant
브레이크유무 is highly imbalanced (64.7%)Imbalance
연료공급압력 목표값2 is highly imbalanced (53.1%)Imbalance
연료공급압력 최대값2 is highly imbalanced (53.1%)Imbalance
연료전지 최대전압 has 30 (100.0%) missing valuesMissing
배터리셀 전압1 has unique valuesUnique
연료전지 최대전압 is an unsupported type, check if it needs cleaning or further analysisUnsupported
스택공급공기유량1 has 1 (3.3%) zerosZeros

Reproduction

Analysis started2023-12-10 13:51:12.328535
Analysis finished2023-12-10 13:51:13.302113
Duration0.97 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

운행일시
Date

Distinct27
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2023-01-01 00:00:02
Maximum2023-01-01 00:01:18
2023-12-10T22:51:13.391004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:51:13.591628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)

차량번호
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734
15 
28b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f
15 

Length

Max length64
Median length64
Mean length64
Min length64

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734
2nd row28b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f
3rd rowecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734
4th row28b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f
5th rowecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734

Common Values

ValueCountFrequency (%)
ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734 15
50.0%
28b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f 15
50.0%

Length

2023-12-10T22:51:13.836242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:13.950363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734 15
50.0%
28b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f 15
50.0%

위도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
35
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row35
2nd row35
3rd row35
4th row35
5th row35

Common Values

ValueCountFrequency (%)
35 30
100.0%

Length

2023-12-10T22:51:14.113312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:14.259914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
35 30
100.0%

경도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
128
30 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row128
2nd row128
3rd row128
4th row128
5th row128

Common Values

ValueCountFrequency (%)
128 30
100.0%

Length

2023-12-10T22:51:14.418964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:14.625302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
128 30
100.0%

속도
Real number (ℝ)

Distinct19
Distinct (%)63.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.966667
Minimum15
Maximum61
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:14.778183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum15
5-th percentile16.35
Q136.25
median44
Q355.5
95-th percentile58.55
Maximum61
Range46
Interquartile range (IQR)19.25

Descriptive statistics

Standard deviation13.84018
Coefficient of variation (CV)0.32211435
Kurtosis-0.39090952
Mean42.966667
Median Absolute Deviation (MAD)10.5
Skewness-0.78027311
Sum1289
Variance191.55057
MonotonicityNot monotonic
2023-12-10T22:51:14.944448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
43 6
20.0%
57 3
 
10.0%
56 2
 
6.7%
48 2
 
6.7%
44 2
 
6.7%
15 2
 
6.7%
58 1
 
3.3%
33 1
 
3.3%
18 1
 
3.3%
52 1
 
3.3%
Other values (9) 9
30.0%
ValueCountFrequency (%)
15 2
 
6.7%
18 1
 
3.3%
19 1
 
3.3%
25 1
 
3.3%
27 1
 
3.3%
33 1
 
3.3%
34 1
 
3.3%
43 6
20.0%
44 2
 
6.7%
45 1
 
3.3%
ValueCountFrequency (%)
61 1
 
3.3%
59 1
 
3.3%
58 1
 
3.3%
57 3
10.0%
56 2
6.7%
54 1
 
3.3%
52 1
 
3.3%
49 1
 
3.3%
48 2
6.7%
45 1
 
3.3%

가속도
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

2023-12-10T22:51:15.222110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:15.388392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

가속도 페달
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

2023-12-10T22:51:15.550454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:15.683393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

순간주행거리
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

2023-12-10T22:51:15.826221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:15.972224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

누적주행거리
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

2023-12-10T22:51:16.129343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:16.284595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

버스운용시간
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
3903
15 
4936
15 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3903
2nd row4936
3rd row3903
4th row4936
5th row3903

Common Values

ValueCountFrequency (%)
3903 15
50.0%
4936 15
50.0%

Length

2023-12-10T22:51:16.465388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:16.632826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3903 15
50.0%
4936 15
50.0%

주행환경온도
Categorical

CONSTANT 

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

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 30
100.0%

Length

2023-12-10T22:51:16.806328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:16.952100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 30
100.0%

브레이크량
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

2023-12-10T22:51:17.109463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:17.261486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

브레이크유무
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
28 
1
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row1
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 28
93.3%
1 2
 
6.7%

Length

2023-12-10T22:51:17.411190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:17.606012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
93.3%
1 2
 
6.7%

브레이크압력
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

2023-12-10T22:51:17.912048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:18.064212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

총수소충전수
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

2023-12-10T22:51:18.252638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:18.395226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 탱크1
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

2023-12-10T22:51:18.863990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:19.008683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 연료공급1
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

2023-12-10T22:51:19.149872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:19.295035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 스택1
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

2023-12-10T22:51:19.445128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:19.609031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 탱크2
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

2023-12-10T22:51:19.754472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:19.927217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 연료공급2
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

2023-12-10T22:51:20.099504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:20.259077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소누출 스택2
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

2023-12-10T22:51:20.513460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:20.683619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택전류
Real number (ℝ)

Distinct12
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47.6
Minimum7
Maximum63
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:20.801034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile7.45
Q129
median61
Q361.75
95-th percentile63
Maximum63
Range56
Interquartile range (IQR)32.75

Descriptive statistics

Standard deviation20.649121
Coefficient of variation (CV)0.43380507
Kurtosis-0.74855984
Mean47.6
Median Absolute Deviation (MAD)1
Skewness-0.98546154
Sum1428
Variance426.38621
MonotonicityNot monotonic
2023-12-10T22:51:20.970359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
61 8
26.7%
63 4
13.3%
62 4
13.3%
60 4
13.3%
29 2
 
6.7%
7 2
 
6.7%
33 1
 
3.3%
20 1
 
3.3%
24 1
 
3.3%
8 1
 
3.3%
Other values (2) 2
 
6.7%
ValueCountFrequency (%)
7 2
 
6.7%
8 1
 
3.3%
15 1
 
3.3%
20 1
 
3.3%
24 1
 
3.3%
28 1
 
3.3%
29 2
 
6.7%
33 1
 
3.3%
60 4
13.3%
61 8
26.7%
ValueCountFrequency (%)
63 4
13.3%
62 4
13.3%
61 8
26.7%
60 4
13.3%
33 1
 
3.3%
29 2
 
6.7%
28 1
 
3.3%
24 1
 
3.3%
20 1
 
3.3%
15 1
 
3.3%

스택전압
Real number (ℝ)

Distinct11
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean331.43333
Minimum320
Maximum349
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:21.139814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum320
5-th percentile320.45
Q1322.5
median328
Q3344.5
95-th percentile348
Maximum349
Range29
Interquartile range (IQR)22

Descriptive statistics

Standard deviation10.759706
Coefficient of variation (CV)0.032464162
Kurtosis-1.0360871
Mean331.43333
Median Absolute Deviation (MAD)6
Skewness0.79445927
Sum9943
Variance115.77126
MonotonicityNot monotonic
2023-12-10T22:51:21.318928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
348 7
23.3%
328 6
20.0%
321 4
13.3%
327 4
13.3%
320 2
 
6.7%
322 2
 
6.7%
349 1
 
3.3%
331 1
 
3.3%
324 1
 
3.3%
334 1
 
3.3%
ValueCountFrequency (%)
320 2
 
6.7%
321 4
13.3%
322 2
 
6.7%
324 1
 
3.3%
325 1
 
3.3%
327 4
13.3%
328 6
20.0%
331 1
 
3.3%
334 1
 
3.3%
348 7
23.3%
ValueCountFrequency (%)
349 1
 
3.3%
348 7
23.3%
334 1
 
3.3%
331 1
 
3.3%
328 6
20.0%
327 4
13.3%
325 1
 
3.3%
324 1
 
3.3%
322 2
 
6.7%
321 4
13.3%

스택전압 평균
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

2023-12-10T22:51:21.489533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:21.625622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택전압 최대
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

2023-12-10T22:51:21.765200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:21.914299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택전압 최대번호
Real number (ℝ)

Distinct10
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.633333
Minimum1
Maximum115
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:22.072998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median56
Q3113
95-th percentile114.55
Maximum115
Range114
Interquartile range (IQR)110

Descriptive statistics

Standard deviation46.470223
Coefficient of variation (CV)0.90000432
Kurtosis-1.5186856
Mean51.633333
Median Absolute Deviation (MAD)53
Skewness0.32005867
Sum1549
Variance2159.4816
MonotonicityNot monotonic
2023-12-10T22:51:22.259100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
56 7
23.3%
3 6
20.0%
114 5
16.7%
1 3
10.0%
40 2
 
6.7%
113 2
 
6.7%
115 2
 
6.7%
2 1
 
3.3%
10 1
 
3.3%
18 1
 
3.3%
ValueCountFrequency (%)
1 3
10.0%
2 1
 
3.3%
3 6
20.0%
10 1
 
3.3%
18 1
 
3.3%
40 2
 
6.7%
56 7
23.3%
113 2
 
6.7%
114 5
16.7%
115 2
 
6.7%
ValueCountFrequency (%)
115 2
 
6.7%
114 5
16.7%
113 2
 
6.7%
56 7
23.3%
40 2
 
6.7%
18 1
 
3.3%
10 1
 
3.3%
3 6
20.0%
2 1
 
3.3%
1 3
10.0%

스택전압 보조
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
13
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row13
2nd row13
3rd row13
4th row13
5th row13

Common Values

ValueCountFrequency (%)
13 30
100.0%

Length

2023-12-10T22:51:22.443725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:22.568536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
13 30
100.0%

연료전지 전체전압
Real number (ℝ)

Distinct11
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean332.1
Minimum318
Maximum349
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:22.701196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum318
5-th percentile318
Q1323
median327
Q3348
95-th percentile349
Maximum349
Range31
Interquartile range (IQR)25

Descriptive statistics

Standard deviation12.183511
Coefficient of variation (CV)0.036686271
Kurtosis-1.503227
Mean332.1
Median Absolute Deviation (MAD)8.5
Skewness0.45894975
Sum9963
Variance148.43793
MonotonicityNot monotonic
2023-12-10T22:51:22.964178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
348 7
23.3%
327 7
23.3%
318 5
16.7%
349 3
10.0%
326 2
 
6.7%
330 1
 
3.3%
322 1
 
3.3%
328 1
 
3.3%
321 1
 
3.3%
319 1
 
3.3%
ValueCountFrequency (%)
318 5
16.7%
319 1
 
3.3%
321 1
 
3.3%
322 1
 
3.3%
326 2
 
6.7%
327 7
23.3%
328 1
 
3.3%
329 1
 
3.3%
330 1
 
3.3%
348 7
23.3%
ValueCountFrequency (%)
349 3
10.0%
348 7
23.3%
330 1
 
3.3%
329 1
 
3.3%
328 1
 
3.3%
327 7
23.3%
326 2
 
6.7%
322 1
 
3.3%
321 1
 
3.3%
319 1
 
3.3%

연료전지 최대전압
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing30
Missing (%)100.0%
Memory size402.0 B

스택공급공기유량1
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.2
Minimum0
Maximum65
Zeros1
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:23.141084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q122.75
median55
Q355
95-th percentile63.65
Maximum65
Range65
Interquartile range (IQR)32.25

Descriptive statistics

Standard deviation21.835435
Coefficient of variation (CV)0.51742736
Kurtosis-0.63191845
Mean42.2
Median Absolute Deviation (MAD)3
Skewness-0.99157428
Sum1266
Variance476.78621
MonotonicityNot monotonic
2023-12-10T22:51:23.302005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
55 9
30.0%
52 4
13.3%
57 3
 
10.0%
2 3
 
10.0%
65 2
 
6.7%
20 2
 
6.7%
22 1
 
3.3%
62 1
 
3.3%
25 1
 
3.3%
7 1
 
3.3%
Other values (3) 3
 
10.0%
ValueCountFrequency (%)
0 1
 
3.3%
2 3
 
10.0%
7 1
 
3.3%
20 2
 
6.7%
22 1
 
3.3%
25 1
 
3.3%
40 1
 
3.3%
52 4
13.3%
55 9
30.0%
57 3
 
10.0%
ValueCountFrequency (%)
65 2
 
6.7%
62 1
 
3.3%
60 1
 
3.3%
57 3
 
10.0%
55 9
30.0%
52 4
13.3%
40 1
 
3.3%
25 1
 
3.3%
22 1
 
3.3%
20 2
 
6.7%

스택공급공기유량2
Real number (ℝ)

Distinct14
Distinct (%)46.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.3
Minimum2
Maximum65
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:23.459438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2
Q116.25
median55
Q355
95-th percentile61.1
Maximum65
Range63
Interquartile range (IQR)38.75

Descriptive statistics

Standard deviation22.299142
Coefficient of variation (CV)0.55332858
Kurtosis-1.1972669
Mean40.3
Median Absolute Deviation (MAD)3
Skewness-0.80036556
Sum1209
Variance497.25172
MonotonicityNot monotonic
2023-12-10T22:51:23.621903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
55 12
40.0%
2 3
 
10.0%
52 3
 
10.0%
7 2
 
6.7%
10 1
 
3.3%
57 1
 
3.3%
62 1
 
3.3%
25 1
 
3.3%
15 1
 
3.3%
20 1
 
3.3%
Other values (4) 4
 
13.3%
ValueCountFrequency (%)
2 3
 
10.0%
7 2
 
6.7%
10 1
 
3.3%
12 1
 
3.3%
15 1
 
3.3%
20 1
 
3.3%
25 1
 
3.3%
47 1
 
3.3%
52 3
 
10.0%
55 12
40.0%
ValueCountFrequency (%)
65 1
 
3.3%
62 1
 
3.3%
60 1
 
3.3%
57 1
 
3.3%
55 12
40.0%
52 3
 
10.0%
47 1
 
3.3%
25 1
 
3.3%
20 1
 
3.3%
15 1
 
3.3%

연료공급압력 목표값1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
130
24 
135
6 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row135
2nd row130
3rd row130
4th row130
5th row130

Common Values

ValueCountFrequency (%)
130 24
80.0%
135 6
 
20.0%

Length

2023-12-10T22:51:23.807089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:23.974444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
130 24
80.0%
135 6
 
20.0%

연료공급압력 최대값1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
24 
5
6 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 24
80.0%
5 6
 
20.0%

Length

2023-12-10T22:51:24.143512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:24.340599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
80.0%
5 6
 
20.0%

연료공급압력 위치1_1
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean125.93333
Minimum124
Maximum129
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:24.509577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum124
5-th percentile124.45
Q1125
median125
Q3126.75
95-th percentile129
Maximum129
Range5
Interquartile range (IQR)1.75

Descriptive statistics

Standard deviation1.6174338
Coefficient of variation (CV)0.012843571
Kurtosis-0.21414165
Mean125.93333
Median Absolute Deviation (MAD)0
Skewness1.1104835
Sum3778
Variance2.616092
MonotonicityNot monotonic
2023-12-10T22:51:24.677037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
125 17
56.7%
129 5
 
16.7%
126 3
 
10.0%
124 2
 
6.7%
127 2
 
6.7%
128 1
 
3.3%
ValueCountFrequency (%)
124 2
 
6.7%
125 17
56.7%
126 3
 
10.0%
127 2
 
6.7%
128 1
 
3.3%
129 5
 
16.7%
ValueCountFrequency (%)
129 5
 
16.7%
128 1
 
3.3%
127 2
 
6.7%
126 3
 
10.0%
125 17
56.7%
124 2
 
6.7%

연료공급압력 위치1_2
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean125.93333
Minimum124
Maximum129
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:24.888959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum124
5-th percentile124.45
Q1125
median125
Q3126.75
95-th percentile129
Maximum129
Range5
Interquartile range (IQR)1.75

Descriptive statistics

Standard deviation1.6174338
Coefficient of variation (CV)0.012843571
Kurtosis-0.21414165
Mean125.93333
Median Absolute Deviation (MAD)0
Skewness1.1104835
Sum3778
Variance2.616092
MonotonicityNot monotonic
2023-12-10T22:51:25.064686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
125 17
56.7%
129 5
 
16.7%
126 3
 
10.0%
124 2
 
6.7%
127 2
 
6.7%
128 1
 
3.3%
ValueCountFrequency (%)
124 2
 
6.7%
125 17
56.7%
126 3
 
10.0%
127 2
 
6.7%
128 1
 
3.3%
129 5
 
16.7%
ValueCountFrequency (%)
129 5
 
16.7%
128 1
 
3.3%
127 2
 
6.7%
126 3
 
10.0%
125 17
56.7%
124 2
 
6.7%

연료공급압력 목표값2
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
130
27 
135
3 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row130
2nd row130
3rd row135
4th row130
5th row130

Common Values

ValueCountFrequency (%)
130 27
90.0%
135 3
 
10.0%

Length

2023-12-10T22:51:25.247977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:25.404160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
130 27
90.0%
135 3
 
10.0%

연료공급압력 최대값2
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
27 
5
3 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row5
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 27
90.0%
5 3
 
10.0%

Length

2023-12-10T22:51:25.569970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:25.737037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 27
90.0%
5 3
 
10.0%

연료공급압력 위치2_1
Real number (ℝ)

Distinct7
Distinct (%)23.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean122.23333
Minimum120
Maximum126
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:25.867630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum120
5-th percentile120
Q1120
median122.5
Q3123
95-th percentile126
Maximum126
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.9596504
Coefficient of variation (CV)0.016032046
Kurtosis-0.70277226
Mean122.23333
Median Absolute Deviation (MAD)1.5
Skewness0.44509811
Sum3667
Variance3.8402299
MonotonicityNot monotonic
2023-12-10T22:51:26.059512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
123 9
30.0%
120 9
30.0%
122 3
 
10.0%
126 3
 
10.0%
121 3
 
10.0%
124 2
 
6.7%
125 1
 
3.3%
ValueCountFrequency (%)
120 9
30.0%
121 3
 
10.0%
122 3
 
10.0%
123 9
30.0%
124 2
 
6.7%
125 1
 
3.3%
126 3
 
10.0%
ValueCountFrequency (%)
126 3
 
10.0%
125 1
 
3.3%
124 2
 
6.7%
123 9
30.0%
122 3
 
10.0%
121 3
 
10.0%
120 9
30.0%

연료공급압력 위치2_2
Real number (ℝ)

Distinct9
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean118.93333
Minimum116
Maximum125
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:26.249119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum116
5-th percentile116
Q1116
median120
Q3120
95-th percentile122.55
Maximum125
Range9
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.4059314
Coefficient of variation (CV)0.020229244
Kurtosis-0.23518987
Mean118.93333
Median Absolute Deviation (MAD)1.5
Skewness0.30662429
Sum3568
Variance5.7885057
MonotonicityNot monotonic
2023-12-10T22:51:26.448089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
120 12
40.0%
116 9
30.0%
118 2
 
6.7%
121 2
 
6.7%
122 1
 
3.3%
125 1
 
3.3%
123 1
 
3.3%
119 1
 
3.3%
117 1
 
3.3%
ValueCountFrequency (%)
116 9
30.0%
117 1
 
3.3%
118 2
 
6.7%
119 1
 
3.3%
120 12
40.0%
121 2
 
6.7%
122 1
 
3.3%
123 1
 
3.3%
125 1
 
3.3%
ValueCountFrequency (%)
125 1
 
3.3%
123 1
 
3.3%
122 1
 
3.3%
121 2
 
6.7%
120 12
40.0%
119 1
 
3.3%
118 2
 
6.7%
117 1
 
3.3%
116 9
30.0%

연료공급밸브 개도량1
Real number (ℝ)

Distinct18
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.933333
Minimum17
Maximum55
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:26.633999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum17
5-th percentile26.9
Q141
median46
Q347.75
95-th percentile53
Maximum55
Range38
Interquartile range (IQR)6.75

Descriptive statistics

Standard deviation8.5819913
Coefficient of variation (CV)0.1998911
Kurtosis1.9180794
Mean42.933333
Median Absolute Deviation (MAD)4
Skewness-1.3260949
Sum1288
Variance73.650575
MonotonicityNot monotonic
2023-12-10T22:51:26.816282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
46 4
13.3%
47 4
13.3%
42 3
 
10.0%
41 3
 
10.0%
53 2
 
6.7%
48 2
 
6.7%
55 1
 
3.3%
50 1
 
3.3%
40 1
 
3.3%
52 1
 
3.3%
Other values (8) 8
26.7%
ValueCountFrequency (%)
17 1
 
3.3%
26 1
 
3.3%
28 1
 
3.3%
30 1
 
3.3%
35 1
 
3.3%
38 1
 
3.3%
40 1
 
3.3%
41 3
10.0%
42 3
10.0%
45 1
 
3.3%
ValueCountFrequency (%)
55 1
 
3.3%
53 2
6.7%
52 1
 
3.3%
50 1
 
3.3%
49 1
 
3.3%
48 2
6.7%
47 4
13.3%
46 4
13.3%
45 1
 
3.3%
42 3
10.0%

연료차단밸브 개도량1
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
50
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row50
2nd row50
3rd row50
4th row50
5th row50

Common Values

ValueCountFrequency (%)
50 30
100.0%

Length

2023-12-10T22:51:27.082468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:27.267319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
50 30
100.0%

연료공급밸브 개도량2
Real number (ℝ)

Distinct12
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39.966667
Minimum21
Maximum48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:27.406648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum21
5-th percentile24.8
Q141
median42
Q344
95-th percentile46.65
Maximum48
Range27
Interquartile range (IQR)3

Descriptive statistics

Standard deviation6.9504817
Coefficient of variation (CV)0.17390696
Kurtosis1.6683529
Mean39.966667
Median Absolute Deviation (MAD)2
Skewness-1.5876465
Sum1199
Variance48.309195
MonotonicityNot monotonic
2023-12-10T22:51:27.590639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
44 9
30.0%
41 8
26.7%
48 2
 
6.7%
42 2
 
6.7%
43 2
 
6.7%
31 1
 
3.3%
21 1
 
3.3%
45 1
 
3.3%
29 1
 
3.3%
23 1
 
3.3%
Other values (2) 2
 
6.7%
ValueCountFrequency (%)
21 1
 
3.3%
23 1
 
3.3%
27 1
 
3.3%
29 1
 
3.3%
31 1
 
3.3%
33 1
 
3.3%
41 8
26.7%
42 2
 
6.7%
43 2
 
6.7%
44 9
30.0%
ValueCountFrequency (%)
48 2
 
6.7%
45 1
 
3.3%
44 9
30.0%
43 2
 
6.7%
42 2
 
6.7%
41 8
26.7%
33 1
 
3.3%
31 1
 
3.3%
29 1
 
3.3%
27 1
 
3.3%

연료차단밸브 개도량2
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
50
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row50
2nd row50
3rd row50
4th row50
5th row50

Common Values

ValueCountFrequency (%)
50 30
100.0%

Length

2023-12-10T22:51:27.810225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:27.945040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
50 30
100.0%

연료탱크 압력1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
31
15 
43
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31
2nd row43
3rd row31
4th row43
5th row31

Common Values

ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

Length

2023-12-10T22:51:28.109551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:28.259948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

연료탱크 압력2
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
31
15 
43
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31
2nd row43
3rd row31
4th row43
5th row31

Common Values

ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

Length

2023-12-10T22:51:28.406768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:28.554812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

연료공급라인 압력1
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1581.3333
Minimum1520
Maximum1640
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:28.699939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1520
5-th percentile1560
Q11560
median1580
Q31600
95-th percentile1620
Maximum1640
Range120
Interquartile range (IQR)40

Descriptive statistics

Standard deviation25.694939
Coefficient of variation (CV)0.016248907
Kurtosis0.31148335
Mean1581.3333
Median Absolute Deviation (MAD)20
Skewness0.28604003
Sum47440
Variance660.22989
MonotonicityNot monotonic
2023-12-10T22:51:28.880420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1580 10
33.3%
1560 10
33.3%
1600 4
 
13.3%
1620 4
 
13.3%
1640 1
 
3.3%
1520 1
 
3.3%
ValueCountFrequency (%)
1520 1
 
3.3%
1560 10
33.3%
1580 10
33.3%
1600 4
 
13.3%
1620 4
 
13.3%
1640 1
 
3.3%
ValueCountFrequency (%)
1640 1
 
3.3%
1620 4
 
13.3%
1600 4
 
13.3%
1580 10
33.3%
1560 10
33.3%
1520 1
 
3.3%

연료공급라인 압력2
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
13 
1560
9 
1600
5 
1620
3 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1620
2nd row1580
3rd row1600
4th row1580
5th row1580

Common Values

ValueCountFrequency (%)
1580 13
43.3%
1560 9
30.0%
1600 5
 
16.7%
1620 3
 
10.0%

Length

2023-12-10T22:51:29.099730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:29.299365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 13
43.3%
1560 9
30.0%
1600 5
 
16.7%
1620 3
 
10.0%

연료저장량1
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
73
14 
58
10 
59
5 
74
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row59
2nd row74
3rd row59
4th row73
5th row59

Common Values

ValueCountFrequency (%)
73 14
46.7%
58 10
33.3%
59 5
 
16.7%
74 1
 
3.3%

Length

2023-12-10T22:51:29.480404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:29.662619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
73 14
46.7%
58 10
33.3%
59 5
 
16.7%
74 1
 
3.3%

연료저장량2
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
73
14 
58
10 
59
5 
74
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row59
2nd row74
3rd row59
4th row73
5th row59

Common Values

ValueCountFrequency (%)
73 14
46.7%
58 10
33.3%
59 5
 
16.7%
74 1
 
3.3%

Length

2023-12-10T22:51:29.835603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:30.021900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
73 14
46.7%
58 10
33.3%
59 5
 
16.7%
74 1
 
3.3%

연료저장량H1
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
73
14 
58
11 
59
4 
74
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row59
2nd row74
3rd row59
4th row73
5th row59

Common Values

ValueCountFrequency (%)
73 14
46.7%
58 11
36.7%
59 4
 
13.3%
74 1
 
3.3%

Length

2023-12-10T22:51:30.221746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:30.412554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
73 14
46.7%
58 11
36.7%
59 4
 
13.3%
74 1
 
3.3%

연료저장량H2
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
73
14 
58
11 
59
4 
74
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row59
2nd row74
3rd row59
4th row73
5th row59

Common Values

ValueCountFrequency (%)
73 14
46.7%
58 11
36.7%
59 4
 
13.3%
74 1
 
3.3%

Length

2023-12-10T22:51:30.592423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:30.777420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
73 14
46.7%
58 11
36.7%
59 4
 
13.3%
74 1
 
3.3%

연료탱크온도 전방H1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
1
15 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row1
3rd row<NA>
4th row1
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
1 15
50.0%

Length

2023-12-10T22:51:30.979280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:31.502801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
1 15
50.0%

연료탱크온도 중앙H1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
1
8 
0
7 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row1
3rd row<NA>
4th row1
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
1 8
26.7%
0 7
23.3%

Length

2023-12-10T22:51:31.671873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:31.840214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
1 8
26.7%
0 7
23.3%

연료탱크온도 후방H1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
0
15 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row0
3rd row<NA>
4th row0
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
0 15
50.0%

Length

2023-12-10T22:51:31.987747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:32.114291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
0 15
50.0%

연료탱크온도 전방H2
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
1
15 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row1
3rd row<NA>
4th row1
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
1 15
50.0%

Length

2023-12-10T22:51:32.262079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:32.405346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
1 15
50.0%

연료탱크온도 중앙H2
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
1
8 
0
7 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row1
3rd row<NA>
4th row1
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
1 8
26.7%
0 7
23.3%

Length

2023-12-10T22:51:32.585529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:32.757110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
1 8
26.7%
0 7
23.3%

연료탱크온도 후방H2
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
<NA>
15 
0
15 

Length

Max length4
Median length2.5
Mean length2.5
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row0
3rd row<NA>
4th row0
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 15
50.0%
0 15
50.0%

Length

2023-12-10T22:51:32.937279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:33.141137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 15
50.0%
0 15
50.0%

연료탱크압력 최대H1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
31
15 
43
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31
2nd row43
3rd row31
4th row43
5th row31

Common Values

ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

Length

2023-12-10T22:51:33.371278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:33.533080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

연료탱크압력 중간H1
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
12 
1560
9 
1620
4 
1600
4 
1640
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row1620
2nd row1580
3rd row1580
4th row1580
5th row1620

Common Values

ValueCountFrequency (%)
1580 12
40.0%
1560 9
30.0%
1620 4
 
13.3%
1600 4
 
13.3%
1640 1
 
3.3%

Length

2023-12-10T22:51:33.694268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:33.860512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 12
40.0%
1560 9
30.0%
1620 4
 
13.3%
1600 4
 
13.3%
1640 1
 
3.3%

연료탱크압력 최대H2
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
31
15 
43
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row31
2nd row43
3rd row31
4th row43
5th row31

Common Values

ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

Length

2023-12-10T22:51:34.040726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:34.195135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
31 15
50.0%
43 15
50.0%

연료탱크압력 중간H2
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
12 
1560
9 
1620
4 
1600
4 
1640
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row1620
2nd row1580
3rd row1580
4th row1580
5th row1620

Common Values

ValueCountFrequency (%)
1580 12
40.0%
1560 9
30.0%
1620 4
 
13.3%
1600 4
 
13.3%
1640 1
 
3.3%

Length

2023-12-10T22:51:34.356333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:34.524005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 12
40.0%
1560 9
30.0%
1620 4
 
13.3%
1600 4
 
13.3%
1640 1
 
3.3%

수소라인 누출가능성H1
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

2023-12-10T22:51:34.865597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:35.077913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

탱크밸브 누출가능성H1
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

2023-12-10T22:51:35.348298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:35.596935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택냉각온도 입력1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
64
18 
65
11 
63
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row65
2nd row64
3rd row64
4th row64
5th row64

Common Values

ValueCountFrequency (%)
64 18
60.0%
65 11
36.7%
63 1
 
3.3%

Length

2023-12-10T22:51:35.746994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:35.903759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
64 18
60.0%
65 11
36.7%
63 1
 
3.3%

스택냉각온도 출력1
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
67
18 
65
6 
66
5 
64
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row67
2nd row67
3rd row66
4th row67
5th row65

Common Values

ValueCountFrequency (%)
67 18
60.0%
65 6
 
20.0%
66 5
 
16.7%
64 1
 
3.3%

Length

2023-12-10T22:51:36.079366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:36.246281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
67 18
60.0%
65 6
 
20.0%
66 5
 
16.7%
64 1
 
3.3%

스택냉각온도 입력2
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
64
15 
65
9 
63
6 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row64
2nd row64
3rd row64
4th row64
5th row64

Common Values

ValueCountFrequency (%)
64 15
50.0%
65 9
30.0%
63 6
 
20.0%

Length

2023-12-10T22:51:36.439125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:36.619020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
64 15
50.0%
65 9
30.0%
63 6
 
20.0%

스택냉각온도 출력2
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
67
16 
66
8 
65
4 
64
2 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row67
2nd row67
3rd row66
4th row67
5th row65

Common Values

ValueCountFrequency (%)
67 16
53.3%
66 8
26.7%
65 4
 
13.3%
64 2
 
6.7%

Length

2023-12-10T22:51:36.799177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:36.962240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
67 16
53.3%
66 8
26.7%
65 4
 
13.3%
64 2
 
6.7%

스택에어컴퓨레이셔모터 온도1
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
49
14 
45
11 
46
4 
50
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row46
2nd row49
3rd row46
4th row49
5th row46

Common Values

ValueCountFrequency (%)
49 14
46.7%
45 11
36.7%
46 4
 
13.3%
50 1
 
3.3%

Length

2023-12-10T22:51:37.144430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:37.296946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
49 14
46.7%
45 11
36.7%
46 4
 
13.3%
50 1
 
3.3%

스택에어컴퓨레이셔모터 목표속도1
Real number (ℝ)

Distinct28
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23378.133
Minimum15000
Maximum29978
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:37.464045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum15000
5-th percentile15000
Q116660
median25774
Q327076
95-th percentile28920.6
Maximum29978
Range14978
Interquartile range (IQR)10416

Descriptive statistics

Standard deviation5303.8236
Coefficient of variation (CV)0.22687113
Kurtosis-1.2057966
Mean23378.133
Median Absolute Deviation (MAD)1405
Skewness-0.74639266
Sum701344
Variance28130545
MonotonicityNot monotonic
2023-12-10T22:51:37.658197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
15000 3
 
10.0%
16092 1
 
3.3%
25752 1
 
3.3%
15910 1
 
3.3%
27234 1
 
3.3%
25920 1
 
3.3%
28378 1
 
3.3%
29978 1
 
3.3%
25846 1
 
3.3%
22186 1
 
3.3%
Other values (18) 18
60.0%
ValueCountFrequency (%)
15000 3
10.0%
15110 1
 
3.3%
15358 1
 
3.3%
15628 1
 
3.3%
15910 1
 
3.3%
16092 1
 
3.3%
18364 1
 
3.3%
22186 1
 
3.3%
25702 1
 
3.3%
25704 1
 
3.3%
ValueCountFrequency (%)
29978 1
3.3%
29160 1
3.3%
28628 1
3.3%
28378 1
3.3%
27234 1
3.3%
27124 1
3.3%
27092 1
3.3%
27082 1
3.3%
27058 1
3.3%
27036 1
3.3%

스택에어컴퓨레이셔모터 반응속도1
Real number (ℝ)

Distinct8
Distinct (%)26.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3738.6667
Minimum3733
Maximum3751
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:37.849133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3733
5-th percentile3735.35
Q13737
median3739
Q33739.75
95-th percentile3740.55
Maximum3751
Range18
Interquartile range (IQR)2.75

Descriptive statistics

Standard deviation2.9046138
Coefficient of variation (CV)0.00077691169
Kurtosis11.410597
Mean3738.6667
Median Absolute Deviation (MAD)1
Skewness2.390795
Sum112160
Variance8.4367816
MonotonicityNot monotonic
2023-12-10T22:51:38.047071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3739 8
26.7%
3737 7
23.3%
3740 6
20.0%
3738 5
16.7%
3741 1
 
3.3%
3751 1
 
3.3%
3734 1
 
3.3%
3733 1
 
3.3%
ValueCountFrequency (%)
3733 1
 
3.3%
3734 1
 
3.3%
3737 7
23.3%
3738 5
16.7%
3739 8
26.7%
3740 6
20.0%
3741 1
 
3.3%
3751 1
 
3.3%
ValueCountFrequency (%)
3751 1
 
3.3%
3741 1
 
3.3%
3740 6
20.0%
3739 8
26.7%
3738 5
16.7%
3737 7
23.3%
3734 1
 
3.3%
3733 1
 
3.3%

스택에어컴퓨레이셔모터 온도2
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
47
15 
50
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row47
2nd row50
3rd row47
4th row50
5th row47

Common Values

ValueCountFrequency (%)
47 15
50.0%
50 15
50.0%

Length

2023-12-10T22:51:38.278324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:38.424732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
47 15
50.0%
50 15
50.0%

스택에어컴퓨레이셔모터 목표속도2
Real number (ℝ)

Distinct27
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23190.667
Minimum15000
Maximum30552
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:38.574544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum15000
5-th percentile15000
Q115558.5
median26353
Q327335
95-th percentile29228
Maximum30552
Range15552
Interquartile range (IQR)11776.5

Descriptive statistics

Standard deviation5677.7257
Coefficient of variation (CV)0.24482805
Kurtosis-1.4903831
Mean23190.667
Median Absolute Deviation (MAD)1186
Skewness-0.61971399
Sum695720
Variance32236569
MonotonicityNot monotonic
2023-12-10T22:51:38.802426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
15000 3
 
10.0%
26370 2
 
6.7%
26336 1
 
3.3%
15340 1
 
3.3%
26372 1
 
3.3%
28964 1
 
3.3%
30552 1
 
3.3%
26334 1
 
3.3%
23816 1
 
3.3%
15194 1
 
3.3%
Other values (17) 17
56.7%
ValueCountFrequency (%)
15000 3
10.0%
15194 1
 
3.3%
15262 1
 
3.3%
15340 1
 
3.3%
15410 1
 
3.3%
15434 1
 
3.3%
15932 1
 
3.3%
17160 1
 
3.3%
23816 1
 
3.3%
26318 1
 
3.3%
ValueCountFrequency (%)
30552 1
3.3%
29444 1
3.3%
28964 1
3.3%
27662 1
3.3%
27416 1
3.3%
27404 1
3.3%
27386 1
3.3%
27372 1
3.3%
27224 1
3.3%
26554 1
3.3%

스택에어컴퓨레이셔모터 반응속도2
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3599.4
Minimum3596
Maximum3602
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:38.991225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3596
5-th percentile3596.9
Q13599
median3599
Q33600
95-th percentile3601
Maximum3602
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.4044265
Coefficient of variation (CV)0.0003901835
Kurtosis0.68409446
Mean3599.4
Median Absolute Deviation (MAD)1
Skewness-0.62098506
Sum107982
Variance1.9724138
MonotonicityNot monotonic
2023-12-10T22:51:39.209104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
3599 10
33.3%
3600 7
23.3%
3601 6
20.0%
3598 4
 
13.3%
3596 2
 
6.7%
3602 1
 
3.3%
ValueCountFrequency (%)
3596 2
 
6.7%
3598 4
 
13.3%
3599 10
33.3%
3600 7
23.3%
3601 6
20.0%
3602 1
 
3.3%
ValueCountFrequency (%)
3602 1
 
3.3%
3601 6
20.0%
3600 7
23.3%
3599 10
33.3%
3598 4
 
13.3%
3596 2
 
6.7%

수소탱크 저온알람
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

2023-12-10T22:51:39.393239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:39.534157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 고온알람
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

2023-12-10T22:51:39.676495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:39.822971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 충전알람
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

2023-12-10T22:51:39.966578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:40.112212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 과압알람
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

2023-12-10T22:51:40.254330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:40.404531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 고압센서 고장
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

2023-12-10T22:51:40.554014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:40.693332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 중압센서 고장
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

2023-12-10T22:51:40.822242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:40.947514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 온도센서 전방 고장
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

2023-12-10T22:51:41.082463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:41.222631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 온도센서 중앙 고장
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

2023-12-10T22:51:41.368730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:41.522652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 온도센서 후방 고장
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

2023-12-10T22:51:41.633510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:41.737232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크충전구 센서 고장
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

2023-12-10T22:51:41.864467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:42.014033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크밸브 전방 고장
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

2023-12-10T22:51:42.178600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:42.333452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크밸브 중앙 고장
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

2023-12-10T22:51:42.485309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:42.641993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크밸브 후방 고장
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

2023-12-10T22:51:42.797476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:42.927004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크 고장
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

2023-12-10T22:51:43.101472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:43.231055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크충전구 덮개센서 고장
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

2023-12-10T22:51:43.457587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:44.059112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크충전구 덮개장치 고장
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

2023-12-10T22:51:44.198312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:44.345977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

수소탱크충전알림장치 고장
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

2023-12-10T22:51:44.537254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:44.697358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리셀 전압1
Real number (ℝ)

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3534.1
Minimum3381
Maximum3837
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:44.825511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3381
5-th percentile3396.6
Q13436
median3485.5
Q33625.75
95-th percentile3789.35
Maximum3837
Range456
Interquartile range (IQR)189.75

Descriptive statistics

Standard deviation129.65055
Coefficient of variation (CV)0.036685592
Kurtosis-0.10977444
Mean3534.1
Median Absolute Deviation (MAD)70.5
Skewness0.94621236
Sum106023
Variance16809.266
MonotonicityNot monotonic
2023-12-10T22:51:45.024339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
3541 1
 
3.3%
3428 1
 
3.3%
3585 1
 
3.3%
3473 1
 
3.3%
3381 1
 
3.3%
3540 1
 
3.3%
3640 1
 
3.3%
3393 1
 
3.3%
3633 1
 
3.3%
3705 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
3381 1
3.3%
3393 1
3.3%
3401 1
3.3%
3411 1
3.3%
3413 1
3.3%
3417 1
3.3%
3428 1
3.3%
3435 1
3.3%
3439 1
3.3%
3441 1
3.3%
ValueCountFrequency (%)
3837 1
3.3%
3806 1
3.3%
3769 1
3.3%
3712 1
3.3%
3705 1
3.3%
3640 1
3.3%
3634 1
3.3%
3633 1
3.3%
3604 1
3.3%
3585 1
3.3%

배터리팩 온도1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
24
15 
27
10 
26
5 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row24
2nd row26
3rd row24
4th row26
5th row24

Common Values

ValueCountFrequency (%)
24 15
50.0%
27 10
33.3%
26 5
 
16.7%

Length

2023-12-10T22:51:45.227471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:45.396439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
24 15
50.0%
27 10
33.3%
26 5
 
16.7%

배터리팩 잔량
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
43
11 
40
8 
39
7 
44
4 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row40
2nd row44
3rd row40
4th row44
5th row40

Common Values

ValueCountFrequency (%)
43 11
36.7%
40 8
26.7%
39 7
23.3%
44 4
 
13.3%

Length

2023-12-10T22:51:45.570873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:45.727376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43 11
36.7%
40 8
26.7%
39 7
23.3%
44 4
 
13.3%

배터리팩 총충전전력량
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

2023-12-10T22:51:45.914184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:46.065953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리팩 총회생전력량
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

2023-12-10T22:51:46.222014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:46.364690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리팩 전류증가
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

2023-12-10T22:51:46.567137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:46.710923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리팩 충전전압
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

2023-12-10T22:51:46.915134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:47.074072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리균형장치 입력전압
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
273
11 
271
8 
270
7 
272
4 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row270
2nd row273
3rd row271
4th row273
5th row270

Common Values

ValueCountFrequency (%)
273 11
36.7%
271 8
26.7%
270 7
23.3%
272 4
 
13.3%

Length

2023-12-10T22:51:47.253693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:47.439547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
273 11
36.7%
271 8
26.7%
270 7
23.3%
272 4
 
13.3%

배터리균형장치 출력전압
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
135
13 
136
10 
137
6 
134
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row135
2nd row137
3rd row135
4th row137
5th row134

Common Values

ValueCountFrequency (%)
135 13
43.3%
136 10
33.3%
137 6
20.0%
134 1
 
3.3%

Length

2023-12-10T22:51:47.615709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:47.782213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
135 13
43.3%
136 10
33.3%
137 6
20.0%
134 1
 
3.3%

배터리균형장치 입력전류
Real number (ℝ)

Distinct12
Distinct (%)40.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean121.86667
Minimum117
Maximum129
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:51:47.946631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum117
5-th percentile118
Q1119
median121.5
Q3124
95-th percentile126.55
Maximum129
Range12
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.277229
Coefficient of variation (CV)0.026891923
Kurtosis-1.0067688
Mean121.86667
Median Absolute Deviation (MAD)2.5
Skewness0.23371292
Sum3656
Variance10.74023
MonotonicityNot monotonic
2023-12-10T22:51:48.114118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
124 7
23.3%
118 6
20.0%
121 3
10.0%
119 3
10.0%
120 2
 
6.7%
125 2
 
6.7%
126 2
 
6.7%
129 1
 
3.3%
127 1
 
3.3%
122 1
 
3.3%
Other values (2) 2
 
6.7%
ValueCountFrequency (%)
117 1
 
3.3%
118 6
20.0%
119 3
10.0%
120 2
 
6.7%
121 3
10.0%
122 1
 
3.3%
123 1
 
3.3%
124 7
23.3%
125 2
 
6.7%
126 2
 
6.7%
ValueCountFrequency (%)
129 1
 
3.3%
127 1
 
3.3%
126 2
 
6.7%
125 2
 
6.7%
124 7
23.3%
123 1
 
3.3%
122 1
 
3.3%
121 3
10.0%
120 2
 
6.7%
119 3
10.0%

비고
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-04-14 수소버스 운행이력
30 

Length

Max length20
Median length20
Mean length20
Min length20

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-04-14 수소버스 운행이력
2nd row2023-04-14 수소버스 운행이력
3rd row2023-04-14 수소버스 운행이력
4th row2023-04-14 수소버스 운행이력
5th row2023-04-14 수소버스 운행이력

Common Values

ValueCountFrequency (%)
2023-04-14 수소버스 운행이력 30
100.0%

Length

2023-12-10T22:51:48.302307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:51:48.453466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-04-14 30
33.3%
수소버스 30
33.3%
운행이력 30
33.3%

생산일시
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2023-04-14 17:18:36
Maximum2023-04-14 17:18:36
2023-12-10T22:51:48.584466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:51:48.782909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

운행일시차량번호위도경도속도가속도가속도 페달순간주행거리누적주행거리버스운용시간주행환경온도브레이크량브레이크유무브레이크압력총수소충전수수소누출 탱크1수소누출 연료공급1수소누출 스택1수소누출 탱크2수소누출 연료공급2수소누출 스택2스택전류스택전압스택전압 평균스택전압 최대스택전압 최대번호스택전압 보조연료전지 전체전압연료전지 최대전압스택공급공기유량1스택공급공기유량2연료공급압력 목표값1연료공급압력 최대값1연료공급압력 위치1_1연료공급압력 위치1_2연료공급압력 목표값2연료공급압력 최대값2연료공급압력 위치2_1연료공급압력 위치2_2연료공급밸브 개도량1연료차단밸브 개도량1연료공급밸브 개도량2연료차단밸브 개도량2연료탱크 압력1연료탱크 압력2연료공급라인 압력1연료공급라인 압력2연료저장량1연료저장량2연료저장량H1연료저장량H2연료탱크온도 전방H1연료탱크온도 중앙H1연료탱크온도 후방H1연료탱크온도 전방H2연료탱크온도 중앙H2연료탱크온도 후방H2연료탱크압력 최대H1연료탱크압력 중간H1연료탱크압력 최대H2연료탱크압력 중간H2수소라인 누출가능성H1탱크밸브 누출가능성H1스택냉각온도 입력1스택냉각온도 출력1스택냉각온도 입력2스택냉각온도 출력2스택에어컴퓨레이셔모터 온도1스택에어컴퓨레이셔모터 목표속도1스택에어컴퓨레이셔모터 반응속도1스택에어컴퓨레이셔모터 온도2스택에어컴퓨레이셔모터 목표속도2스택에어컴퓨레이셔모터 반응속도2수소탱크 저온알람수소탱크 고온알람수소탱크 충전알람수소탱크 과압알람수소탱크 고압센서 고장수소탱크 중압센서 고장수소탱크 온도센서 전방 고장수소탱크 온도센서 중앙 고장수소탱크 온도센서 후방 고장수소탱크충전구 센서 고장수소탱크밸브 전방 고장수소탱크밸브 중앙 고장수소탱크밸브 후방 고장수소탱크 고장수소탱크충전구 덮개센서 고장수소탱크충전구 덮개장치 고장수소탱크충전알림장치 고장배터리셀 전압1배터리팩 온도1배터리팩 잔량배터리팩 총충전전력량배터리팩 총회생전력량배터리팩 전류증가배터리팩 충전전압배터리균형장치 입력전압배터리균형장치 출력전압배터리균형장치 입력전류비고생산일시
02023-01-01 00:00:02ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351286100003903300000000002934900113349<NA>2210135512912913001221225350315031311600162059595959<NA><NA><NA><NA><NA><NA>31162031162000656764674616092373747154343598000000000000000003541244000002701351242023-04-14 수소버스 운행이력2023-04-14 17:18:36
12023-01-01 00:00:0728b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128430000493630000000000633210011413318<NA>575513001251251300123116415041504343158015807474747411011043158043158000646764674927082373850274043599000000000000000003475264400002731371182023-04-14 수소버스 운행이력2023-04-14 17:18:36
22023-01-01 00:00:07ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351284800003903301000000007348004013348<NA>22130012612613551251253050485031311600160059595959<NA><NA><NA><NA><NA><NA>31158031158000646664664615000373847150003598000000000000000003712244000002711351212023-04-14 수소버스 운행이력2023-04-14 17:18:36
32023-01-01 00:00:0928b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128440000493630000000000623210011413318<NA>555513001241241300123116385042504343158015807373737311011043158043158000646764674927058374050273863599000000000000000003471264400002731371182023-04-14 수소버스 운행이력2023-04-14 17:18:36
42023-01-01 00:00:10ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351282500003903300000000007348004013348<NA>22130012612613001231232850215031311620158059595959<NA><NA><NA><NA><NA><NA>31162031162000646564654615000373947150003599000000000000000003806244000002701341212023-04-14 수소버스 운행이력2023-04-14 17:18:36
52023-01-01 00:00:1128b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128450000493630000000000633210011413318<NA>555513001241241300123116415041504343158015807373737311011043158043158000646764674927036373850273723599000000000000000003457264400002731371182023-04-14 수소버스 운행이력2023-04-14 17:18:36
62023-01-01 00:00:1528b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128480000493630000000000623200011413318<NA>555513001251251300123116425041504343158015807373737311011043158043158000646764674927092374150274163600000000000000000003441264400002731361192023-04-14 수소버스 운행이력2023-04-14 17:18:36
72023-01-01 00:00:16ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351283400003903300000000006033100313330<NA>5757130012512513001201204850445031311580158059595959<NA><NA><NA><NA><NA><NA>31158031158000646564664626768373947272243600000000000000000003488244000002711351292023-04-14 수소버스 운행이력2023-04-14 17:18:36
82023-01-01 00:00:2328b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128540000493630000000000633210011413318<NA>575513001251251300123116415041504343160015807373737310010043160043160000646764674927124373950276623601000000000000000003411264300002731371182023-04-14 수소버스 운행이력2023-04-14 17:18:36
92023-01-01 00:00:26ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351281900003903300000000006132800313327<NA>5255130012512513001201204750445031311560156059595858<NA><NA><NA><NA><NA><NA>31156031156000646664664525974373947265543599000000000000000003634244000002701351272023-04-14 수소버스 운행이력2023-04-14 17:18:36
운행일시차량번호위도경도속도가속도가속도 페달순간주행거리누적주행거리버스운용시간주행환경온도브레이크량브레이크유무브레이크압력총수소충전수수소누출 탱크1수소누출 연료공급1수소누출 스택1수소누출 탱크2수소누출 연료공급2수소누출 스택2스택전류스택전압스택전압 평균스택전압 최대스택전압 최대번호스택전압 보조연료전지 전체전압연료전지 최대전압스택공급공기유량1스택공급공기유량2연료공급압력 목표값1연료공급압력 최대값1연료공급압력 위치1_1연료공급압력 위치1_2연료공급압력 목표값2연료공급압력 최대값2연료공급압력 위치2_1연료공급압력 위치2_2연료공급밸브 개도량1연료차단밸브 개도량1연료공급밸브 개도량2연료차단밸브 개도량2연료탱크 압력1연료탱크 압력2연료공급라인 압력1연료공급라인 압력2연료저장량1연료저장량2연료저장량H1연료저장량H2연료탱크온도 전방H1연료탱크온도 중앙H1연료탱크온도 후방H1연료탱크온도 전방H2연료탱크온도 중앙H2연료탱크온도 후방H2연료탱크압력 최대H1연료탱크압력 중간H1연료탱크압력 최대H2연료탱크압력 중간H2수소라인 누출가능성H1탱크밸브 누출가능성H1스택냉각온도 입력1스택냉각온도 출력1스택냉각온도 입력2스택냉각온도 출력2스택에어컴퓨레이셔모터 온도1스택에어컴퓨레이셔모터 목표속도1스택에어컴퓨레이셔모터 반응속도1스택에어컴퓨레이셔모터 온도2스택에어컴퓨레이셔모터 목표속도2스택에어컴퓨레이셔모터 반응속도2수소탱크 저온알람수소탱크 고온알람수소탱크 충전알람수소탱크 과압알람수소탱크 고압센서 고장수소탱크 중압센서 고장수소탱크 온도센서 전방 고장수소탱크 온도센서 중앙 고장수소탱크 온도센서 후방 고장수소탱크충전구 센서 고장수소탱크밸브 전방 고장수소탱크밸브 중앙 고장수소탱크밸브 후방 고장수소탱크 고장수소탱크충전구 덮개센서 고장수소탱크충전구 덮개장치 고장수소탱크충전알림장치 고장배터리셀 전압1배터리팩 온도1배터리팩 잔량배터리팩 총충전전력량배터리팩 총회생전력량배터리팩 전류증가배터리팩 충전전압배터리균형장치 입력전압배터리균형장치 출력전압배터리균형장치 입력전류비고생산일시
202023-01-01 00:01:0328b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128270000493630100000000834800313348<NA>2213551281281300124118535027504343164016207373737310010043164043164000646563654915000373850150003601000000000000000003837274300002731361172023-04-14 수소버스 운행이력2023-04-14 17:18:36
212023-01-01 00:01:04ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351284900003903300000000006132800113326<NA>5555130012512513001201204750445031311560156058585858<NA><NA><NA><NA><NA><NA>31156031156000656765674525780374047263763601000000000000000003401243900002711361242023-04-14 수소버스 운행이력2023-04-14 17:18:36
222023-01-01 00:01:0528b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f351281500004936300000000001532200313348<NA>0713551291291300123117495033504343162016007373737310010043160043160000646563644915110374050151943599000000000000000003705274300002721361232023-04-14 수소버스 운행이력2023-04-14 17:18:36
232023-01-01 00:01:0728b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128150000493630000000000613340011313328<NA>404713551271271300122116525043504343162015807373737310010043158043158000646463644922186373750238163601000000000000000003633274300002721361212023-04-14 수소버스 운행이력2023-04-14 17:18:36
242023-01-01 00:01:07ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d7343512852000039033000000000061327005613327<NA>5552130012512513001201204650445031311560156058585858<NA><NA><NA><NA><NA><NA>31156031156000656765674525846373747263343602000000000000000003393243900002711351242023-04-14 수소버스 운행이력2023-04-14 17:18:36
252023-01-01 00:01:1028b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128180000493630000000000623250011513321<NA>656513001251251300123116425041504343158015807373737310010043158043158000646563654929978374050305523598000000000000000003640274300002721371202023-04-14 수소버스 운행이력2023-04-14 17:18:36
262023-01-01 00:01:1328b5f7d33fafe76d4d2934e1c218d2176d6ae1bbd166c0e2927520162d7ea08f35128330000493630000000000633220011513319<NA>606013001251251300123116405042504343158015807373737310010043158043158000636663664928378373750289643599000000000000000003540274300002731371192023-04-14 수소버스 운행이력2023-04-14 17:18:36
272023-01-01 00:01:13ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d734351285700003903300000000006132700113326<NA>5555130012512513001201204650415031311560156058585858<NA><NA><NA><NA><NA><NA>31156031156000656765674525920373747263723599000000000000000003381243900002711351242023-04-14 수소버스 운행이력2023-04-14 17:18:36
282023-01-01 00:01:16ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d7343512857000039033000000000060327005613329<NA>5552130012612613001211215050445031311520158058585858<NA><NA><NA><NA><NA><NA>31158031158000656765674527234373947263703601000000000000000003473243900002701351262023-04-14 수소버스 운행이력2023-04-14 17:18:36
292023-01-01 00:01:18ecc5261d47ac0597e67fb0fce9795e0a4afe0ffb095b8ce320e732ec5578d7343512856000039033000000000028348001813349<NA>2012135512912913001211215550415031311620160058585858<NA><NA><NA><NA><NA><NA>31162031162000656765674515910373947153403600000000000000000003585243900002701351262023-04-14 수소버스 운행이력2023-04-14 17:18:36