Overview

Dataset statistics

Number of variables102
Number of observations30
Missing cells60
Missing cells (%)2.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.9 KiB
Average record size in memory918.4 B

Variable types

DateTime1
Categorical80
Numeric19
Unsupported2

Dataset

Description샘플 데이터
Author펌프킨
URLhttps://bigdata-region.kr/#/dataset/9e71909a-114d-4150-86a5-2a6f0ce63fad

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
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
연료차단밸브 개도량1 has constant value ""Constant
연료차단밸브 개도량2 has constant value ""Constant
수소라인 누출가능성H1 has constant value ""Constant
탱크밸브 누출가능성H1 has constant value ""Constant
스택냉각온도 입력2 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
브레이크압력 is highly imbalanced (53.1%)Imbalance
연료공급압력 목표값1 is highly imbalanced (64.7%)Imbalance
연료공급압력 최대값1 is highly imbalanced (64.7%)Imbalance
연료공급압력 목표값2 is highly imbalanced (64.7%)Imbalance
연료공급압력 최대값2 is highly imbalanced (64.7%)Imbalance
스택냉각온도 입력1 is highly imbalanced (64.7%)Imbalance
브레이크유무 has 30 (100.0%) missing valuesMissing
연료전지 최대전압 has 30 (100.0%) missing valuesMissing
브레이크유무 is an unsupported type, check if it needs cleaning or further analysisUnsupported
연료전지 최대전압 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 14:03:49.200473
Analysis finished2023-12-10 14:03:50.357787
Duration1.16 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

운행일시
Date

Distinct15
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2022-01-01 00:00:00
Maximum2022-01-01 00:00:14
2023-12-10T23:03:50.440712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:03:50.606782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)

차량번호
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
경남71자3707
15 
경남71자3753
15 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경남71자3707
2nd row경남71자3753
3rd row경남71자3753
4th row경남71자3707
5th row경남71자3707

Common Values

ValueCountFrequency (%)
경남71자3707 15
50.0%
경남71자3753 15
50.0%

Length

2023-12-10T23:03:50.867861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:51.081646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경남71자3707 15
50.0%
경남71자3753 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

2023-12-10T23:03:51.256590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:51.411882image/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

2023-12-10T23:03:51.586212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:51.746317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
128 30
100.0%

속도
Real number (ℝ)

Distinct23
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.4
Minimum24
Maximum61
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:03:51.895860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum24
5-th percentile25.45
Q138.25
median43.5
Q348
95-th percentile61
Maximum61
Range37
Interquartile range (IQR)9.75

Descriptive statistics

Standard deviation10.41087
Coefficient of variation (CV)0.23988179
Kurtosis-0.33204513
Mean43.4
Median Absolute Deviation (MAD)5
Skewness-0.064428249
Sum1302
Variance108.38621
MonotonicityNot monotonic
2023-12-10T23:03:52.095518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
61 3
 
10.0%
43 2
 
6.7%
42 2
 
6.7%
45 2
 
6.7%
48 2
 
6.7%
44 2
 
6.7%
36 1
 
3.3%
30 1
 
3.3%
47 1
 
3.3%
28 1
 
3.3%
Other values (13) 13
43.3%
ValueCountFrequency (%)
24 1
3.3%
25 1
3.3%
26 1
3.3%
28 1
3.3%
30 1
3.3%
36 1
3.3%
37 1
3.3%
38 1
3.3%
39 1
3.3%
40 1
3.3%
ValueCountFrequency (%)
61 3
10.0%
59 1
 
3.3%
57 1
 
3.3%
52 1
 
3.3%
50 1
 
3.3%
48 2
6.7%
47 1
 
3.3%
46 1
 
3.3%
45 2
6.7%
44 2
6.7%

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

2023-12-10T23:03:52.296558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:52.464681image/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

2023-12-10T23:03:52.652958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:52.919962image/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

2023-12-10T23:03:53.090418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:53.267167image/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

2023-12-10T23:03:53.439517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:53.605661image/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
4936
15 
3903
15 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:03:53.918900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:54.072250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
4936 15
50.0%
3903 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

2023-12-10T23:03:54.228413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:54.376459image/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

2023-12-10T23:03:54.540699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:54.699541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

브레이크유무
Unsupported

MISSING  REJECTED  UNSUPPORTED 

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

브레이크압력
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
27 
1
3 

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 27
90.0%
1 3
 
10.0%

Length

2023-12-10T23:03:54.875342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:55.023797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 27
90.0%
1 3
 
10.0%

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

2023-12-10T23:03:55.236618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:55.397655image/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

2023-12-10T23:03:55.565966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:55.757187image/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

2023-12-10T23:03:55.939601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:56.095516image/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

2023-12-10T23:03:56.249013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:56.411508image/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

2023-12-10T23:03:56.577172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:56.734255image/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

2023-12-10T23:03:56.910372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:57.089525image/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

2023-12-10T23:03:57.304023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:57.452907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택전류
Real number (ℝ)

Distinct10
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.766667
Minimum6
Maximum63
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:03:57.593171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile7
Q110
median62
Q362
95-th percentile63
Maximum63
Range57
Interquartile range (IQR)52

Descriptive statistics

Standard deviation25.034712
Coefficient of variation (CV)0.57200407
Kurtosis-1.4600166
Mean43.766667
Median Absolute Deviation (MAD)1
Skewness-0.72584849
Sum1313
Variance626.73678
MonotonicityNot monotonic
2023-12-10T23:03:57.803767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
62 12
40.0%
7 6
20.0%
63 4
 
13.3%
60 2
 
6.7%
35 1
 
3.3%
61 1
 
3.3%
29 1
 
3.3%
16 1
 
3.3%
8 1
 
3.3%
6 1
 
3.3%
ValueCountFrequency (%)
6 1
 
3.3%
7 6
20.0%
8 1
 
3.3%
16 1
 
3.3%
29 1
 
3.3%
35 1
 
3.3%
60 2
 
6.7%
61 1
 
3.3%
62 12
40.0%
63 4
 
13.3%
ValueCountFrequency (%)
63 4
 
13.3%
62 12
40.0%
61 1
 
3.3%
60 2
 
6.7%
35 1
 
3.3%
29 1
 
3.3%
16 1
 
3.3%
8 1
 
3.3%
7 6
20.0%
6 1
 
3.3%

스택전압
Real number (ℝ)

Distinct9
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean330.9
Minimum300
Maximum349
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:03:57.982570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum300
5-th percentile320
Q1321
median321
Q3348
95-th percentile348.55
Maximum349
Range49
Interquartile range (IQR)27

Descriptive statistics

Standard deviation13.762393
Coefficient of variation (CV)0.04159079
Kurtosis-1.0151204
Mean330.9
Median Absolute Deviation (MAD)5
Skewness0.10291301
Sum9927
Variance189.40345
MonotonicityNot monotonic
2023-12-10T23:03:58.161039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
321 13
43.3%
348 8
26.7%
349 2
 
6.7%
320 2
 
6.7%
330 1
 
3.3%
300 1
 
3.3%
335 1
 
3.3%
334 1
 
3.3%
333 1
 
3.3%
ValueCountFrequency (%)
300 1
 
3.3%
320 2
 
6.7%
321 13
43.3%
330 1
 
3.3%
333 1
 
3.3%
334 1
 
3.3%
335 1
 
3.3%
348 8
26.7%
349 2
 
6.7%
ValueCountFrequency (%)
349 2
 
6.7%
348 8
26.7%
335 1
 
3.3%
334 1
 
3.3%
333 1
 
3.3%
330 1
 
3.3%
321 13
43.3%
320 2
 
6.7%
300 1
 
3.3%

스택전압 평균
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
1
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 30
100.0%

Length

2023-12-10T23:03:58.368112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:58.519197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 30
100.0%

스택전압 최대
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
1
30 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 30
100.0%

Length

2023-12-10T23:03:58.683974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:58.862034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 30
100.0%

스택전압 최대번호
Real number (ℝ)

Distinct9
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean70.066667
Minimum1
Maximum114
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:03:59.020973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q140
median89
Q3114
95-th percentile114
Maximum114
Range113
Interquartile range (IQR)74

Descriptive statistics

Standard deviation47.09267
Coefficient of variation (CV)0.67211232
Kurtosis-1.6622779
Mean70.066667
Median Absolute Deviation (MAD)25
Skewness-0.32598754
Sum2102
Variance2217.7195
MonotonicityNot monotonic
2023-12-10T23:03:59.214743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
114 11
36.7%
40 6
20.0%
113 4
 
13.3%
1 3
 
10.0%
3 2
 
6.7%
56 1
 
3.3%
24 1
 
3.3%
2 1
 
3.3%
65 1
 
3.3%
ValueCountFrequency (%)
1 3
 
10.0%
2 1
 
3.3%
3 2
 
6.7%
24 1
 
3.3%
40 6
20.0%
56 1
 
3.3%
65 1
 
3.3%
113 4
 
13.3%
114 11
36.7%
ValueCountFrequency (%)
114 11
36.7%
113 4
 
13.3%
65 1
 
3.3%
56 1
 
3.3%
40 6
20.0%
24 1
 
3.3%
3 2
 
6.7%
2 1
 
3.3%
1 3
 
10.0%

스택전압 보조
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
14
18 
13
12 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row13
2nd row13
3rd row14
4th row14
5th row14

Common Values

ValueCountFrequency (%)
14 18
60.0%
13 12
40.0%

Length

2023-12-10T23:03:59.481469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:03:59.686517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
14 18
60.0%
13 12
40.0%

연료전지 전체전압
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean330.7
Minimum318
Maximum349
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:03:59.847433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum318
5-th percentile318
Q1318
median320.5
Q3348
95-th percentile348.55
Maximum349
Range31
Interquartile range (IQR)30

Descriptive statistics

Standard deviation14.210608
Coefficient of variation (CV)0.042971297
Kurtosis-1.8557286
Mean330.7
Median Absolute Deviation (MAD)2.5
Skewness0.35680751
Sum9921
Variance201.94138
MonotonicityNot monotonic
2023-12-10T23:04:00.008449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
318 15
50.0%
348 9
30.0%
349 2
 
6.7%
332 2
 
6.7%
323 1
 
3.3%
334 1
 
3.3%
ValueCountFrequency (%)
318 15
50.0%
323 1
 
3.3%
332 2
 
6.7%
334 1
 
3.3%
348 9
30.0%
349 2
 
6.7%
ValueCountFrequency (%)
349 2
 
6.7%
348 9
30.0%
334 1
 
3.3%
332 2
 
6.7%
323 1
 
3.3%
318 15
50.0%

연료전지 최대전압
Unsupported

MISSING  REJECTED  UNSUPPORTED 

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

스택공급공기유량1
Real number (ℝ)

Distinct10
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.833333
Minimum3
Maximum80
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:00.202861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile3
Q13.5
median55
Q357.25
95-th percentile62.75
Maximum80
Range77
Interquartile range (IQR)53.75

Descriptive statistics

Standard deviation25.699971
Coefficient of variation (CV)0.66180183
Kurtosis-1.4412431
Mean38.833333
Median Absolute Deviation (MAD)4
Skewness-0.51962313
Sum1165
Variance660.48851
MonotonicityNot monotonic
2023-12-10T23:04:00.388952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
55 10
33.3%
3 8
26.7%
58 5
16.7%
43 1
 
3.3%
25 1
 
3.3%
23 1
 
3.3%
5 1
 
3.3%
80 1
 
3.3%
65 1
 
3.3%
60 1
 
3.3%
ValueCountFrequency (%)
3 8
26.7%
5 1
 
3.3%
23 1
 
3.3%
25 1
 
3.3%
43 1
 
3.3%
55 10
33.3%
58 5
16.7%
60 1
 
3.3%
65 1
 
3.3%
80 1
 
3.3%
ValueCountFrequency (%)
80 1
 
3.3%
65 1
 
3.3%
60 1
 
3.3%
58 5
16.7%
55 10
33.3%
43 1
 
3.3%
25 1
 
3.3%
23 1
 
3.3%
5 1
 
3.3%
3 8
26.7%

스택공급공기유량2
Real number (ℝ)

Distinct11
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39
Minimum3
Maximum73
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:00.560349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile3
Q15.75
median55
Q355
95-th percentile65.75
Maximum73
Range70
Interquartile range (IQR)49.25

Descriptive statistics

Standard deviation25.810984
Coefficient of variation (CV)0.6618201
Kurtosis-1.5704653
Mean39
Median Absolute Deviation (MAD)4
Skewness-0.56915886
Sum1170
Variance666.2069
MonotonicityNot monotonic
2023-12-10T23:04:01.122089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
55 12
40.0%
3 7
23.3%
58 3
 
10.0%
28 1
 
3.3%
68 1
 
3.3%
10 1
 
3.3%
5 1
 
3.3%
8 1
 
3.3%
73 1
 
3.3%
63 1
 
3.3%
ValueCountFrequency (%)
3 7
23.3%
5 1
 
3.3%
8 1
 
3.3%
10 1
 
3.3%
28 1
 
3.3%
55 12
40.0%
58 3
 
10.0%
60 1
 
3.3%
63 1
 
3.3%
68 1
 
3.3%
ValueCountFrequency (%)
73 1
 
3.3%
68 1
 
3.3%
63 1
 
3.3%
60 1
 
3.3%
58 3
 
10.0%
55 12
40.0%
28 1
 
3.3%
10 1
 
3.3%
8 1
 
3.3%
5 1
 
3.3%

연료공급압력 목표값1
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
130
28 
135
 
2

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
130 28
93.3%
135 2
 
6.7%

Length

2023-12-10T23:04:01.315479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:01.494339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
130 28
93.3%
135 2
 
6.7%

연료공급압력 최대값1
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
28 
5
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
93.3%
5 2
 
6.7%

Length

2023-12-10T23:04:01.656645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:01.865617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
93.3%
5 2
 
6.7%

연료공급압력 위치1_1
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean125.43333
Minimum124
Maximum130
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:02.146180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum124
5-th percentile124
Q1125
median125
Q3126
95-th percentile128.55
Maximum130
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.5013404
Coefficient of variation (CV)0.01196923
Kurtosis2.624772
Mean125.43333
Median Absolute Deviation (MAD)1
Skewness1.6767513
Sum3763
Variance2.254023
MonotonicityNot monotonic
2023-12-10T23:04:02.453961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
125 14
46.7%
124 7
23.3%
126 5
 
16.7%
128 2
 
6.7%
130 1
 
3.3%
129 1
 
3.3%
ValueCountFrequency (%)
124 7
23.3%
125 14
46.7%
126 5
 
16.7%
128 2
 
6.7%
129 1
 
3.3%
130 1
 
3.3%
ValueCountFrequency (%)
130 1
 
3.3%
129 1
 
3.3%
128 2
 
6.7%
126 5
 
16.7%
125 14
46.7%
124 7
23.3%

연료공급압력 위치1_2
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean125.43333
Minimum124
Maximum130
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:02.704116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum124
5-th percentile124
Q1125
median125
Q3126
95-th percentile128.55
Maximum130
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.5013404
Coefficient of variation (CV)0.01196923
Kurtosis2.624772
Mean125.43333
Median Absolute Deviation (MAD)1
Skewness1.6767513
Sum3763
Variance2.254023
MonotonicityNot monotonic
2023-12-10T23:04:02.975280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
125 14
46.7%
124 7
23.3%
126 5
 
16.7%
128 2
 
6.7%
130 1
 
3.3%
129 1
 
3.3%
ValueCountFrequency (%)
124 7
23.3%
125 14
46.7%
126 5
 
16.7%
128 2
 
6.7%
129 1
 
3.3%
130 1
 
3.3%
ValueCountFrequency (%)
130 1
 
3.3%
129 1
 
3.3%
128 2
 
6.7%
126 5
 
16.7%
125 14
46.7%
124 7
23.3%

연료공급압력 목표값2
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
130
28 
135
 
2

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
130 28
93.3%
135 2
 
6.7%

Length

2023-12-10T23:04:03.403208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:03.646609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
130 28
93.3%
135 2
 
6.7%

연료공급압력 최대값2
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
28 
5
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
93.3%
5 2
 
6.7%

Length

2023-12-10T23:04:03.915327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:04.107226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
93.3%
5 2
 
6.7%

연료공급압력 위치2_1
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean122.46667
Minimum120
Maximum125
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:04.272023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum120
5-th percentile120
Q1122
median123
Q3123
95-th percentile124
Maximum125
Range5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.3060425
Coefficient of variation (CV)0.010664474
Kurtosis-0.10113266
Mean122.46667
Median Absolute Deviation (MAD)1
Skewness-0.56887325
Sum3674
Variance1.7057471
MonotonicityNot monotonic
2023-12-10T23:04:04.485284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
123 13
43.3%
122 6
20.0%
124 4
 
13.3%
120 4
 
13.3%
121 2
 
6.7%
125 1
 
3.3%
ValueCountFrequency (%)
120 4
 
13.3%
121 2
 
6.7%
122 6
20.0%
123 13
43.3%
124 4
 
13.3%
125 1
 
3.3%
ValueCountFrequency (%)
125 1
 
3.3%
124 4
 
13.3%
123 13
43.3%
122 6
20.0%
121 2
 
6.7%
120 4
 
13.3%

연료공급압력 위치2_2
Real number (ℝ)

Distinct7
Distinct (%)23.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119.03333
Minimum116
Maximum125
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:04.670806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum116
5-th percentile116
Q1116
median118
Q3122
95-th percentile124
Maximum125
Range9
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.2955909
Coefficient of variation (CV)0.027686286
Kurtosis-1.5633648
Mean119.03333
Median Absolute Deviation (MAD)2
Skewness0.37107946
Sum3571
Variance10.86092
MonotonicityNot monotonic
2023-12-10T23:04:04.837417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
116 15
50.0%
120 4
 
13.3%
123 4
 
13.3%
124 2
 
6.7%
122 2
 
6.7%
121 2
 
6.7%
125 1
 
3.3%
ValueCountFrequency (%)
116 15
50.0%
120 4
 
13.3%
121 2
 
6.7%
122 2
 
6.7%
123 4
 
13.3%
124 2
 
6.7%
125 1
 
3.3%
ValueCountFrequency (%)
125 1
 
3.3%
124 2
 
6.7%
123 4
 
13.3%
122 2
 
6.7%
121 2
 
6.7%
120 4
 
13.3%
116 15
50.0%

연료공급밸브 개도량1
Real number (ℝ)

Distinct15
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.166667
Minimum22
Maximum53
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:05.004483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum22
5-th percentile25.8
Q132
median40.5
Q341
95-th percentile50.65
Maximum53
Range31
Interquartile range (IQR)9

Descriptive statistics

Standard deviation7.7951503
Coefficient of variation (CV)0.20423975
Kurtosis-0.33358099
Mean38.166667
Median Absolute Deviation (MAD)5
Skewness-0.14088441
Sum1145
Variance60.764368
MonotonicityNot monotonic
2023-12-10T23:04:05.185917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
41 10
33.3%
30 3
 
10.0%
40 2
 
6.7%
32 2
 
6.7%
38 2
 
6.7%
48 2
 
6.7%
52 1
 
3.3%
39 1
 
3.3%
53 1
 
3.3%
33 1
 
3.3%
Other values (5) 5
16.7%
ValueCountFrequency (%)
22 1
 
3.3%
24 1
 
3.3%
28 1
 
3.3%
29 1
 
3.3%
30 3
10.0%
32 2
6.7%
33 1
 
3.3%
38 2
6.7%
39 1
 
3.3%
40 2
6.7%
ValueCountFrequency (%)
53 1
 
3.3%
52 1
 
3.3%
49 1
 
3.3%
48 2
 
6.7%
41 10
33.3%
40 2
 
6.7%
39 1
 
3.3%
38 2
 
6.7%
33 1
 
3.3%
32 2
 
6.7%

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

2023-12-10T23:04:05.406454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:05.558803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
50 30
100.0%

연료공급밸브 개도량2
Real number (ℝ)

Distinct15
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.2
Minimum21
Maximum52
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:05.677388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum21
5-th percentile22.45
Q131.25
median41
Q342
95-th percentile47.1
Maximum52
Range31
Interquartile range (IQR)10.75

Descriptive statistics

Standard deviation8.6638369
Coefficient of variation (CV)0.23289884
Kurtosis-0.65756097
Mean37.2
Median Absolute Deviation (MAD)1.5
Skewness-0.74163238
Sum1116
Variance75.062069
MonotonicityNot monotonic
2023-12-10T23:04:05.852297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
41 8
26.7%
40 4
13.3%
42 3
 
10.0%
23 2
 
6.7%
25 2
 
6.7%
43 2
 
6.7%
52 1
 
3.3%
44 1
 
3.3%
31 1
 
3.3%
32 1
 
3.3%
Other values (5) 5
16.7%
ValueCountFrequency (%)
21 1
 
3.3%
22 1
 
3.3%
23 2
 
6.7%
24 1
 
3.3%
25 2
 
6.7%
31 1
 
3.3%
32 1
 
3.3%
40 4
13.3%
41 8
26.7%
42 3
 
10.0%
ValueCountFrequency (%)
52 1
 
3.3%
48 1
 
3.3%
46 1
 
3.3%
44 1
 
3.3%
43 2
 
6.7%
42 3
 
10.0%
41 8
26.7%
40 4
13.3%
32 1
 
3.3%
31 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

2023-12-10T23:04:06.019074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:06.169701image/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
43
15 
31
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:06.312772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:06.467343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43 15
50.0%
31 15
50.0%

연료탱크 압력2
Categorical

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:06.759737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:07.009690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43 15
50.0%
31 15
50.0%

연료공급라인 압력1
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
16 
1620
6 
1600
5 
1560
2 
1540
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row1600
2nd row1560
3rd row1580
4th row1580
5th row1580

Common Values

ValueCountFrequency (%)
1580 16
53.3%
1620 6
 
20.0%
1600 5
 
16.7%
1560 2
 
6.7%
1540 1
 
3.3%

Length

2023-12-10T23:04:07.258779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:07.489169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 16
53.3%
1620 6
 
20.0%
1600 5
 
16.7%
1560 2
 
6.7%
1540 1
 
3.3%

연료공급라인 압력2
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
15 
1600
9 
1560
4 
1620
2 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1580
2nd row1600
3rd row1560
4th row1580
5th row1580

Common Values

ValueCountFrequency (%)
1580 15
50.0%
1600 9
30.0%
1560 4
 
13.3%
1620 2
 
6.7%

Length

2023-12-10T23:04:07.857715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:08.228097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 15
50.0%
1600 9
30.0%
1560 4
 
13.3%
1620 2
 
6.7%

연료저장량1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
59
15 
74
9 
73
6 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
59 15
50.0%
74 9
30.0%
73 6
 
20.0%

Length

2023-12-10T23:04:08.705527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:09.011537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
59 15
50.0%
74 9
30.0%
73 6
 
20.0%

연료저장량2
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
59
15 
74
8 
73
7 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

Length

2023-12-10T23:04:09.182372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:09.368682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

연료저장량H1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
59
15 
74
8 
73
7 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

Length

2023-12-10T23:04:09.573988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:09.753973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

연료저장량H2
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
59
15 
74
8 
73
7 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

Length

2023-12-10T23:04:09.957718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:10.123253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
59 15
50.0%
74 8
26.7%
73 7
23.3%

연료탱크온도 전방H1
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:10.354055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:10.535382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 15
50.0%
na 15
50.0%

연료탱크온도 중앙H1
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:10.727718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:10.898797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 15
50.0%
na 15
50.0%

연료탱크온도 후방H1
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:11.124024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:11.334816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 15
50.0%
na 15
50.0%

연료탱크온도 전방H2
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:11.521417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:11.706594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 15
50.0%
na 15
50.0%

연료탱크온도 중앙H2
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:11.876868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:12.105998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 15
50.0%
na 15
50.0%

연료탱크온도 후방H2
Categorical

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

Length

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

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:12.449123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:12.659117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 15
50.0%
na 15
50.0%

연료탱크압력 최대H1
Categorical

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:12.827387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:12.987417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43 15
50.0%
31 15
50.0%

연료탱크압력 중간H1
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
18 
1620
6 
1560
3 
1600
2 
1540
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row1580
2nd row1560
3rd row1540
4th row1580
5th row1580

Common Values

ValueCountFrequency (%)
1580 18
60.0%
1620 6
 
20.0%
1560 3
 
10.0%
1600 2
 
6.7%
1540 1
 
3.3%

Length

2023-12-10T23:04:13.153402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:13.319510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 18
60.0%
1620 6
 
20.0%
1560 3
 
10.0%
1600 2
 
6.7%
1540 1
 
3.3%

연료탱크압력 최대H2
Categorical

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:13.548672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:13.695445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43 15
50.0%
31 15
50.0%

연료탱크압력 중간H2
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
1580
18 
1620
6 
1560
3 
1600
2 
1540
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row1580
2nd row1560
3rd row1540
4th row1580
5th row1580

Common Values

ValueCountFrequency (%)
1580 18
60.0%
1620 6
 
20.0%
1560 3
 
10.0%
1600 2
 
6.7%
1540 1
 
3.3%

Length

2023-12-10T23:04:13.872798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:14.056332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1580 18
60.0%
1620 6
 
20.0%
1560 3
 
10.0%
1600 2
 
6.7%
1540 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

2023-12-10T23:04:14.252913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:14.409460image/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

2023-12-10T23:04:14.567418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:14.717531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

스택냉각온도 입력1
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
64
28 
65
 
2

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
64 28
93.3%
65 2
 
6.7%

Length

2023-12-10T23:04:14.873208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:15.024534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
64 28
93.3%
65 2
 
6.7%

스택냉각온도 출력1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
67
19 
65
7 
66
4 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
67 19
63.3%
65 7
 
23.3%
66 4
 
13.3%

Length

2023-12-10T23:04:15.197992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:15.737333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
67 19
63.3%
65 7
 
23.3%
66 4
 
13.3%

스택냉각온도 입력2
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
64
30 

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 30
100.0%

Length

2023-12-10T23:04:15.914266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:16.067486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
64 30
100.0%

스택냉각온도 출력2
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
67
20 
65
7 
66
3 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
67 20
66.7%
65 7
 
23.3%
66 3
 
10.0%

Length

2023-12-10T23:04:16.221025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:16.388531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
67 20
66.7%
65 7
 
23.3%
66 3
 
10.0%

스택에어컴퓨레이셔모터 온도1
Categorical

Distinct3
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
49
15 
46
13 
45
2 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
49 15
50.0%
46 13
43.3%
45 2
 
6.7%

Length

2023-12-10T23:04:16.615490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:16.775291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
49 15
50.0%
46 13
43.3%
45 2
 
6.7%

스택에어컴퓨레이셔모터 목표속도1
Real number (ℝ)

Distinct23
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22922.933
Minimum14998
Maximum33226
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:16.945809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum14998
5-th percentile14998.9
Q115036
median27033
Q327088
95-th percentile28021.9
Maximum33226
Range18228
Interquartile range (IQR)12052

Descriptive statistics

Standard deviation6092.9243
Coefficient of variation (CV)0.26580037
Kurtosis-1.594162
Mean22922.933
Median Absolute Deviation (MAD)355
Skewness-0.43299529
Sum687688
Variance37123726
MonotonicityNot monotonic
2023-12-10T23:04:17.179085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
15000 6
20.0%
27058 2
 
6.7%
14998 2
 
6.7%
27026 1
 
3.3%
27068 1
 
3.3%
27638 1
 
3.3%
27110 1
 
3.3%
27118 1
 
3.3%
28336 1
 
3.3%
33226 1
 
3.3%
Other values (13) 13
43.3%
ValueCountFrequency (%)
14998 2
 
6.7%
15000 6
20.0%
15144 1
 
3.3%
16088 1
 
3.3%
16092 1
 
3.3%
25130 1
 
3.3%
27010 1
 
3.3%
27026 1
 
3.3%
27030 1
 
3.3%
27036 1
 
3.3%
ValueCountFrequency (%)
33226 1
3.3%
28336 1
3.3%
27638 1
3.3%
27138 1
3.3%
27122 1
3.3%
27118 1
3.3%
27110 1
3.3%
27090 1
3.3%
27082 1
3.3%
27068 1
3.3%

스택에어컴퓨레이셔모터 반응속도1
Real number (ℝ)

Distinct9
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3738.0667
Minimum3731
Maximum3742
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:17.462404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3731
5-th percentile3735.45
Q13737
median3738
Q33739
95-th percentile3742
Maximum3742
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.2117762
Coefficient of variation (CV)0.00059168988
Kurtosis2.7795043
Mean3738.0667
Median Absolute Deviation (MAD)1
Skewness-0.62276497
Sum112142
Variance4.891954
MonotonicityNot monotonic
2023-12-10T23:04:17.668936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
3738 9
30.0%
3737 7
23.3%
3739 4
13.3%
3742 3
 
10.0%
3740 2
 
6.7%
3736 2
 
6.7%
3735 1
 
3.3%
3741 1
 
3.3%
3731 1
 
3.3%
ValueCountFrequency (%)
3731 1
 
3.3%
3735 1
 
3.3%
3736 2
 
6.7%
3737 7
23.3%
3738 9
30.0%
3739 4
13.3%
3740 2
 
6.7%
3741 1
 
3.3%
3742 3
 
10.0%
ValueCountFrequency (%)
3742 3
 
10.0%
3741 1
 
3.3%
3740 2
 
6.7%
3739 4
13.3%
3738 9
30.0%
3737 7
23.3%
3736 2
 
6.7%
3735 1
 
3.3%
3731 1
 
3.3%

스택에어컴퓨레이셔모터 온도2
Categorical

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-10T23:04:17.861328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:18.033321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
50 15
50.0%
47 15
50.0%

스택에어컴퓨레이셔모터 목표속도2
Real number (ℝ)

Distinct24
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23183.667
Minimum14998
Maximum31404
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:18.250938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum14998
5-th percentile15000
Q115072
median27370
Q327401
95-th percentile28441.7
Maximum31404
Range16406
Interquartile range (IQR)12329

Descriptive statistics

Standard deviation6152.9105
Coefficient of variation (CV)0.26539851
Kurtosis-1.6926709
Mean23183.667
Median Absolute Deviation (MAD)308
Skewness-0.5453802
Sum695510
Variance37858307
MonotonicityNot monotonic
2023-12-10T23:04:18.466715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
15000 5
 
16.7%
27390 3
 
10.0%
27338 1
 
3.3%
27386 1
 
3.3%
27922 1
 
3.3%
27362 1
 
3.3%
27368 1
 
3.3%
28484 1
 
3.3%
31404 1
 
3.3%
27364 1
 
3.3%
Other values (14) 14
46.7%
ValueCountFrequency (%)
14998 1
 
3.3%
15000 5
16.7%
15002 1
 
3.3%
15024 1
 
3.3%
15216 1
 
3.3%
15434 1
 
3.3%
17828 1
 
3.3%
27338 1
 
3.3%
27362 1
 
3.3%
27364 1
 
3.3%
ValueCountFrequency (%)
31404 1
 
3.3%
28484 1
 
3.3%
28390 1
 
3.3%
27922 1
 
3.3%
27434 1
 
3.3%
27428 1
 
3.3%
27414 1
 
3.3%
27404 1
 
3.3%
27392 1
 
3.3%
27390 3
10.0%

스택에어컴퓨레이셔모터 반응속도2
Real number (ℝ)

Distinct8
Distinct (%)26.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3599.3667
Minimum3591
Maximum3603
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:18.737144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3591
5-th percentile3596.9
Q13599
median3599.5
Q33600.75
95-th percentile3601.55
Maximum3603
Range12
Interquartile range (IQR)1.75

Descriptive statistics

Standard deviation2.1088211
Coefficient of variation (CV)0.00058588671
Kurtosis8.0497403
Mean3599.3667
Median Absolute Deviation (MAD)0.5
Skewness-2.1287022
Sum107981
Variance4.4471264
MonotonicityNot monotonic
2023-12-10T23:04:19.032151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3599 9
30.0%
3600 7
23.3%
3601 6
20.0%
3598 4
13.3%
3603 1
 
3.3%
3596 1
 
3.3%
3591 1
 
3.3%
3602 1
 
3.3%
ValueCountFrequency (%)
3591 1
 
3.3%
3596 1
 
3.3%
3598 4
13.3%
3599 9
30.0%
3600 7
23.3%
3601 6
20.0%
3602 1
 
3.3%
3603 1
 
3.3%
ValueCountFrequency (%)
3603 1
 
3.3%
3602 1
 
3.3%
3601 6
20.0%
3600 7
23.3%
3599 9
30.0%
3598 4
13.3%
3596 1
 
3.3%
3591 1
 
3.3%

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

2023-12-10T23:04:19.225615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:19.380098image/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

2023-12-10T23:04:19.532146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:19.698015image/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

2023-12-10T23:04:19.850171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:20.015231image/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

2023-12-10T23:04:20.206023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:20.366427image/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

2023-12-10T23:04:20.528371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:20.714462image/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

2023-12-10T23:04:20.875337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:21.025398image/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

2023-12-10T23:04:21.179601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:21.335716image/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

2023-12-10T23:04:21.483049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:21.624231image/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

2023-12-10T23:04:21.801852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:21.976070image/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

2023-12-10T23:04:22.125546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:22.310999image/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

2023-12-10T23:04:22.527316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:22.683675image/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

2023-12-10T23:04:22.873888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:23.034479image/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

2023-12-10T23:04:23.188259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:23.341670image/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

2023-12-10T23:04:23.551751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:23.784591image/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

2023-12-10T23:04:23.959147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:24.103702image/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

2023-12-10T23:04:24.270191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:24.462455image/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

2023-12-10T23:04:24.632167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:24.882021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

배터리셀 전압1
Real number (ℝ)

Distinct29
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3570.1667
Minimum3439
Maximum3821
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:25.094574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3439
5-th percentile3446.95
Q13472
median3494.5
Q33697
95-th percentile3775.4
Maximum3821
Range382
Interquartile range (IQR)225

Descriptive statistics

Standard deviation123.24243
Coefficient of variation (CV)0.034520076
Kurtosis-1.1287213
Mean3570.1667
Median Absolute Deviation (MAD)44
Skewness0.64410023
Sum107105
Variance15188.695
MonotonicityNot monotonic
2023-12-10T23:04:25.281325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
3480 2
 
6.7%
3648 1
 
3.3%
3491 1
 
3.3%
3442 1
 
3.3%
3453 1
 
3.3%
3528 1
 
3.3%
3638 1
 
3.3%
3439 1
 
3.3%
3457 1
 
3.3%
3711 1
 
3.3%
Other values (19) 19
63.3%
ValueCountFrequency (%)
3439 1
3.3%
3442 1
3.3%
3453 1
3.3%
3454 1
3.3%
3457 1
3.3%
3462 1
3.3%
3469 1
3.3%
3471 1
3.3%
3475 1
3.3%
3477 1
3.3%
ValueCountFrequency (%)
3821 1
3.3%
3806 1
3.3%
3738 1
3.3%
3717 1
3.3%
3716 1
3.3%
3713 1
3.3%
3712 1
3.3%
3711 1
3.3%
3655 1
3.3%
3648 1
3.3%

배터리팩 온도1
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
26
15 
24
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
26 15
50.0%
24 15
50.0%

Length

2023-12-10T23:04:25.481966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:25.629045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
26 15
50.0%
24 15
50.0%

배터리팩 잔량
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
40
13 
44
9 
45
6 
41
2 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row45
2nd row40
3rd row40
4th row45
5th row45

Common Values

ValueCountFrequency (%)
40 13
43.3%
44 9
30.0%
45 6
20.0%
41 2
 
6.7%

Length

2023-12-10T23:04:25.784713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:25.950333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
40 13
43.3%
44 9
30.0%
45 6
20.0%
41 2
 
6.7%

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

2023-12-10T23:04:26.119707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:26.267241image/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

2023-12-10T23:04:26.425774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:26.595493image/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

2023-12-10T23:04:26.782879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:26.939409image/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

2023-12-10T23:04:27.107745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:27.277444image/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
14 
270
11 
271
4 
272
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)3.3%

Sample

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

Common Values

ValueCountFrequency (%)
273 14
46.7%
270 11
36.7%
271 4
 
13.3%
272 1
 
3.3%

Length

2023-12-10T23:04:27.436931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:27.612143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
273 14
46.7%
270 11
36.7%
271 4
 
13.3%
272 1
 
3.3%

배터리균형장치 출력전압
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
135
11 
137
11 
136
7 
134
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row136
2nd row135
3rd row135
4th row136
5th row137

Common Values

ValueCountFrequency (%)
135 11
36.7%
137 11
36.7%
136 7
23.3%
134 1
 
3.3%

Length

2023-12-10T23:04:27.784728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:27.968725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
135 11
36.7%
137 11
36.7%
136 7
23.3%
134 1
 
3.3%

배터리균형장치 입력전류
Real number (ℝ)

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean120.43333
Minimum118
Maximum128
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:04:28.171705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum118
5-th percentile118
Q1118
median119.5
Q3122.75
95-th percentile124
Maximum128
Range10
Interquartile range (IQR)4.75

Descriptive statistics

Standard deviation2.7876988
Coefficient of variation (CV)0.023147236
Kurtosis-0.10632952
Mean120.43333
Median Absolute Deviation (MAD)1.5
Skewness0.78718494
Sum3613
Variance7.7712644
MonotonicityNot monotonic
2023-12-10T23:04:28.390677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
118 15
50.0%
124 4
 
13.3%
121 4
 
13.3%
123 3
 
10.0%
122 3
 
10.0%
128 1
 
3.3%
ValueCountFrequency (%)
118 15
50.0%
121 4
 
13.3%
122 3
 
10.0%
123 3
 
10.0%
124 4
 
13.3%
128 1
 
3.3%
ValueCountFrequency (%)
128 1
 
3.3%
124 4
 
13.3%
123 3
 
10.0%
122 3
 
10.0%
121 4
 
13.3%
118 15
50.0%

비고
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2022-09-26 수소버스 운행이력
30 

Length

Max length20
Median length20
Mean length20
Min length20

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-09-26 수소버스 운행이력
2nd row2022-09-26 수소버스 운행이력
3rd row2022-09-26 수소버스 운행이력
4th row2022-09-26 수소버스 운행이력
5th row2022-09-26 수소버스 운행이력

Common Values

ValueCountFrequency (%)
2022-09-26 수소버스 운행이력 30
100.0%

Length

2023-12-10T23:04:29.165754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:29.336276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-09-26 30
33.3%
수소버스 30
33.3%
운행이력 30
33.3%

생산일시
Categorical

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
2022-09-26 11:45:57
15 
2022-09-26 12:55:18
15 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-09-26 11:45:57
2nd row2022-09-26 12:55:18
3rd row2022-09-26 12:55:18
4th row2022-09-26 11:45:57
5th row2022-09-26 11:45:57

Common Values

ValueCountFrequency (%)
2022-09-26 11:45:57 15
50.0%
2022-09-26 12:55:18 15
50.0%

Length

2023-12-10T23:04:29.549586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:04:29.739805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-09-26 30
50.0%
11:45:57 15
25.0%
12:55:18 15
25.0%

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
02022-01-01 00:00:00경남71자370735128370000493630<NA>00000000623211111313318<NA>585513001251251300123116405041504343160015807474747411011043158043158000646764674927026374050273383601000000000000000003480264500002731361182022-09-26 수소버스 운행이력2022-09-26 11:45:57
12022-01-01 00:00:00경남71자375335128610000390330<NA>000000003534911113349<NA>4328135513013013551241245250525031311560160059595959<NA><NA><NA><NA><NA><NA>31156031156000656764674625130373847178283600000000000000000003648244000002701351242022-09-26 수소버스 운행이력2022-09-26 12:55:18
22022-01-01 00:00:01경남71자375335128610000390330<NA>0000000061330115614323<NA>2568130012512513001201203050445031311580156059595959<NA><NA><NA><NA><NA><NA>31154031154000646764674616088373547283903603000000000000000003641244000002711351242022-09-26 수소버스 운행이력2022-09-26 12:55:18
32022-01-01 00:00:01경남71자370735128380000493630<NA>00000000623211111314318<NA>555513001251251300123116395041504343158015807474747411011043158043158000646764674927058373850273903600000000000000000003498264500002731361182022-09-26 수소버스 운행이력2022-09-26 11:45:57
42022-01-01 00:00:02경남71자370735128390000493630<NA>00000000623211111414318<NA>555513001251251300122116415041504343158015807474747411011043158043158000646764674927042373850273903601000000000000000003489264500002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
52022-01-01 00:00:02경남71자375335128610000390330<NA>000000002934911113349<NA>2310135512912913001221225350315031311600162059595959<NA><NA><NA><NA><NA><NA>31162031162000656764674616092373747154343598000000000000000003541244000002701351242022-09-26 수소버스 운행이력2022-09-26 12:55:18
62022-01-01 00:00:03경남71자375335128590000390330<NA>000000001634811114348<NA>55130012612613001211213350325031311620156059595959<NA><NA><NA><NA><NA><NA>31162031162000646764674615144374147150243601000000000000000003655244000002711351242022-09-26 수소버스 운행이력2022-09-26 12:55:18
72022-01-01 00:00:03경남71자370735128400000493630<NA>00000000623211111414318<NA>555813001251251300123116415040504343158016007474747411011043158043158000646764674927030373750273923601000000000000000003480264500002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
82022-01-01 00:00:04경남71자370735128410000493630<NA>00000000623211111414318<NA>585513001251251300122116415041504343158015807474747411011043158043158000646764674927010374250274343599000000000000000003469264500002721371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
92022-01-01 00:00:04경남71자375335128570000390330<NA>000000008348112413348<NA>33130012512513001241243250235031311620160059595959<NA><NA><NA><NA><NA><NA>31160031160000646664674614998373747150003599000000000000000003717244000002701361232022-09-26 수소버스 운행이력2022-09-26 12:55:18
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
202022-01-01 00:00:10경남71자370735128450000493630<NA>00000000633211111414318<NA>555813001241241300123116415040504343158016007373737311011043158043158000646764674927050373650273763598000000000000000003462264400002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
212022-01-01 00:00:10경남71자375335128250000390330<NA>000000007348114013348<NA>33130012612613001231232850215031311620158059595959<NA><NA><NA><NA><NA><NA>31162031162000646564654615000373947150003599000000000000000003806244000002701341212022-09-26 수소버스 운행이력2022-09-26 12:55:18
222022-01-01 00:00:11경남71자375335128240000390330<NA>00000000730011213348<NA>38130012612613001241232950225031311620160059595959<NA><NA><NA><NA><NA><NA>31158031158000646564654514998374247152163591000000000000000003711244100002701351222022-09-26 수소버스 운행이력2022-09-26 12:55:18
232022-01-01 00:00:11경남71자370735128450000493630<NA>00000000633211111413318<NA>555513001241241300123116415041504343158015807373737311011043158043158000646764674927036373850273723599000000000000000003457264400002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
242022-01-01 00:00:12경남71자370735128460000493630<NA>00000000623211111414318<NA>585813001251251300123116415041504343158015807373737311011043158043158000646764674927138373850273643599000000000000000003439264400002731361182022-09-26 수소버스 운행이력2022-09-26 11:45:57
252022-01-01 00:00:12경남71자375335128260000390330<NA>0000000062335116513334<NA>8073130012512513001201204950435031311540156059595959<NA><NA><NA><NA><NA><NA>31158031158000646564654533226373147314043598000000000000000003638244100002701351232022-09-26 수소버스 운행이력2022-09-26 12:55:18
262022-01-01 00:00:13경남71자375335128280000390330<NA>000000006033411313332<NA>6563130012512513001201204850435031311580158059595959<NA><NA><NA><NA><NA><NA>31156031156000646564654628336373747284843602000000000000000003528244000002701361232022-09-26 수소버스 운행이력2022-09-26 12:55:18
272022-01-01 00:00:13경남71자370735128470000493630<NA>00000000623201111414318<NA>555513001241241300123116415042504343158015807373737311011043158043158000646764674927118373950273683600000000000000000003453264400002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
282022-01-01 00:00:14경남71자370735128480000493630<NA>00000000633201111414318<NA>555513001241241300122116415041504343158015807373737311011043158043158000646764674927110374250273623599000000000000000003442264400002731371182022-09-26 수소버스 운행이력2022-09-26 11:45:57
292022-01-01 00:00:14경남71자375335128300000390330<NA>000000006033311313332<NA>6060130012512513001201204850465031311560156059595959<NA><NA><NA><NA><NA><NA>31156031156000646564654627638373747279223600000000000000000003491244000002701351282022-09-26 수소버스 운행이력2022-09-26 12:55:18