Overview

Dataset statistics

Number of variables33
Number of observations5000
Missing cells5000
Missing cells (%)3.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 MiB
Average record size in memory294.0 B

Variable types

DateTime1
Numeric15
Categorical16
Unsupported1

Dataset

Description자율주행차기본안전메세지 조회
Author차세대융합기술연구원
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=19M9LEQA1QWBCFQDEZQK31995463&infSeq=1

Alerts

차량ID has constant value ""Constant
전문업무구분공통코드 has constant value ""Constant
전문내차량운행정보수 has constant value ""Constant
아이디 has constant value ""Constant
트랙션브레이크작동코드 has constant value ""Constant
ABS브레이크작동코드 has constant value ""Constant
차량너비 has constant value ""Constant
차량길이 has constant value ""Constant
수동비상정지플래그 has constant value ""Constant
자동비상정지플래그 has constant value ""Constant
센서장애플래그 has constant value ""Constant
자동차유형 has constant value ""Constant
휠브레이크작동코드 is highly imbalanced (79.9%)Imbalance
조명작동코드 is highly imbalanced (92.6%)Imbalance
자율주행플래그 is highly imbalanced (56.4%)Imbalance
초수 has 5000 (100.0%) missing valuesMissing
발생년월일시 has unique valuesUnique
일련번호 has unique valuesUnique
데이터발생시각 has unique valuesUnique
초수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
위도 has 328 (6.6%) zerosZeros
경도 has 328 (6.6%) zerosZeros
고도 has 191 (3.8%) zerosZeros
GPS정확도메이저 has 4953 (99.1%) zerosZeros
GPS정확도마이너 has 4953 (99.1%) zerosZeros
GPS정확도방향 has 4960 (99.2%) zerosZeros
속도 has 4354 (87.1%) zerosZeros
차량방향 has 191 (3.8%) zerosZeros
회전각도 has 1713 (34.3%) zerosZeros
종가속도 has 192 (3.8%) zerosZeros
횡가속도 has 191 (3.8%) zerosZeros
수직가속도 has 191 (3.8%) zerosZeros
요가속도 has 205 (4.1%) zerosZeros

Reproduction

Analysis started2024-04-17 19:38:59.405727
Analysis finished2024-04-17 19:38:59.754496
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

발생년월일시
Date

UNIQUE 

Distinct5000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
Minimum2021-06-18 09:51:31.657685
Maximum2021-06-18 11:19:29.513037
2024-04-18T04:38:59.810389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-18T04:38:59.917571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

일련번호
Real number (ℝ)

UNIQUE 

Distinct5000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean810038.5
Minimum807539
Maximum812538
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:00.019515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum807539
5-th percentile807788.95
Q1808788.75
median810038.5
Q3811288.25
95-th percentile812288.05
Maximum812538
Range4999
Interquartile range (IQR)2499.5

Descriptive statistics

Standard deviation1443.52
Coefficient of variation (CV)0.0017820388
Kurtosis-1.2
Mean810038.5
Median Absolute Deviation (MAD)1250
Skewness0
Sum4.0501925 × 109
Variance2083750
MonotonicityNot monotonic
2024-04-18T04:39:00.125756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
807572 1
 
< 0.1%
811721 1
 
< 0.1%
811728 1
 
< 0.1%
811727 1
 
< 0.1%
811726 1
 
< 0.1%
811725 1
 
< 0.1%
811724 1
 
< 0.1%
811723 1
 
< 0.1%
811722 1
 
< 0.1%
811720 1
 
< 0.1%
Other values (4990) 4990
99.8%
ValueCountFrequency (%)
807539 1
< 0.1%
807540 1
< 0.1%
807541 1
< 0.1%
807542 1
< 0.1%
807543 1
< 0.1%
807544 1
< 0.1%
807545 1
< 0.1%
807546 1
< 0.1%
807547 1
< 0.1%
807548 1
< 0.1%
ValueCountFrequency (%)
812538 1
< 0.1%
812537 1
< 0.1%
812536 1
< 0.1%
812535 1
< 0.1%
812534 1
< 0.1%
812533 1
< 0.1%
812532 1
< 0.1%
812531 1
< 0.1%
812530 1
< 0.1%
812529 1
< 0.1%

차량ID
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
CAR0002
5000 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCAR0002
2nd rowCAR0002
3rd rowCAR0002
4th rowCAR0002
5th rowCAR0002

Common Values

ValueCountFrequency (%)
CAR0002 5000
100.0%

Length

2024-04-18T04:39:00.231517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:00.301466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
car0002 5000
100.0%

전문업무구분공통코드
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
2
5000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 5000
100.0%

Length

2024-04-18T04:39:00.371720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:00.440544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 5000
100.0%

전문내차량운행정보수
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
5000 

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 5000
100.0%

Length

2024-04-18T04:39:00.510387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:00.574842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 5000
100.0%

아이디
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
ZERO_002
5000 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowZERO_002
2nd rowZERO_002
3rd rowZERO_002
4th rowZERO_002
5th rowZERO_002

Common Values

ValueCountFrequency (%)
ZERO_002 5000
100.0%

Length

2024-04-18T04:39:00.643340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:00.709868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
zero_002 5000
100.0%

초수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5000
Missing (%)100.0%
Memory size44.1 KiB

위도
Real number (ℝ)

ZEROS 

Distinct528
Distinct (%)10.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.957249
Minimum0
Maximum37.412718
Zeros328
Zeros (%)6.6%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:00.787791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q137.411905
median37.411905
Q337.411905
95-th percentile37.411905
Maximum37.412718
Range37.412718
Interquartile range (IQR)2.0125299 × 10-8

Descriptive statistics

Standard deviation9.26331
Coefficient of variation (CV)0.26498967
Kurtosis10.325629
Mean34.957249
Median Absolute Deviation (MAD)2.0125299 × 10-8
Skewness-3.5101992
Sum174786.25
Variance85.808913
MonotonicityNot monotonic
2024-04-18T04:39:00.889441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.4119045860369 2476
49.5%
37.4119045659116 1486
29.7%
0.0 328
 
6.6%
37.4119044930723 118
 
2.4%
37.4119042972118 29
 
0.6%
37.4109211296166 17
 
0.3%
37.4039590577609 13
 
0.3%
37.403959057761 9
 
0.2%
37.4039590577611 2
 
< 0.1%
37.4119045659089 2
 
< 0.1%
Other values (518) 520
 
10.4%
ValueCountFrequency (%)
0.0 328
6.6%
37.4001040773866 1
 
< 0.1%
37.400104077448 1
 
< 0.1%
37.4001040774562 1
 
< 0.1%
37.4001040775191 1
 
< 0.1%
37.400104077558 1
 
< 0.1%
37.4001040776157 1
 
< 0.1%
37.400104359252 1
 
< 0.1%
37.4001044502819 1
 
< 0.1%
37.4001071107323 1
 
< 0.1%
ValueCountFrequency (%)
37.4127181115413 1
< 0.1%
37.4127177763353 1
< 0.1%
37.4127167865247 1
< 0.1%
37.4127156027332 1
< 0.1%
37.4127152919107 1
< 0.1%
37.412714697134 1
< 0.1%
37.4127134459103 1
< 0.1%
37.4127131871518 1
< 0.1%
37.4127123394203 1
< 0.1%
37.4127121026417 1
< 0.1%

경도
Real number (ℝ)

ZEROS 

Distinct506
Distinct (%)10.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean118.75859
Minimum0
Maximum127.10631
Zeros328
Zeros (%)6.6%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:01.239435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1127.09544
median127.09544
Q3127.09544
95-th percentile127.1
Maximum127.10631
Range127.10631
Interquartile range (IQR)2.2538998 × 10-8

Descriptive statistics

Standard deviation31.469799
Coefficient of variation (CV)0.26498967
Kurtosis10.32563
Mean118.75859
Median Absolute Deviation (MAD)2.2538998 × 10-8
Skewness-3.5101994
Sum593792.95
Variance990.34827
MonotonicityNot monotonic
2024-04-18T04:39:01.345040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
127.095444025731 2482
49.6%
127.09544404827 1493
29.9%
0.0 328
 
6.6%
127.095444117774 118
 
2.4%
127.095443956425 29
 
0.6%
127.104312255395 27
 
0.5%
127.099293073225 17
 
0.3%
127.099293073226 3
 
0.1%
127.099293454259 2
 
< 0.1%
127.095444025729 2
 
< 0.1%
Other values (496) 499
 
10.0%
ValueCountFrequency (%)
0.0 328
 
6.6%
127.095443956425 29
 
0.6%
127.095444025729 2
 
< 0.1%
127.09544402573 2
 
< 0.1%
127.095444025731 2482
49.6%
127.095444038129 1
 
< 0.1%
127.095444048264 1
 
< 0.1%
127.095444048268 1
 
< 0.1%
127.095444048269 1
 
< 0.1%
127.09544404827 1493
29.9%
ValueCountFrequency (%)
127.106308626065 1
< 0.1%
127.106308585955 1
< 0.1%
127.10630854192 1
< 0.1%
127.106308541865 1
< 0.1%
127.106308541863 1
< 0.1%
127.106308541851 1
< 0.1%
127.106308541812 1
< 0.1%
127.106308541782 1
< 0.1%
127.106307537482 1
< 0.1%
127.106304951557 1
< 0.1%

고도
Real number (ℝ)

ZEROS 

Distinct4191
Distinct (%)83.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.911825
Minimum0
Maximum78.194977
Zeros191
Zeros (%)3.8%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:01.459256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile43.404828
Q177.321812
median77.354496
Q377.372561
95-th percentile77.400035
Maximum78.194977
Range78.194977
Interquartile range (IQR)0.050748825

Descriptive statistics

Standard deviation16.351622
Coefficient of variation (CV)0.22738433
Kurtosis11.721015
Mean71.911825
Median Absolute Deviation (MAD)0.02261734
Skewness-3.471153
Sum359559.12
Variance267.37554
MonotonicityNot monotonic
2024-04-18T04:39:01.570142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 191
 
3.8%
77.3671722412109 5
 
0.1%
77.3869247436523 4
 
0.1%
77.3658981323242 4
 
0.1%
77.3875427246094 4
 
0.1%
77.356071472168 4
 
0.1%
77.3588180541992 4
 
0.1%
77.3440475463867 4
 
0.1%
77.3408737182617 4
 
0.1%
77.3742904663086 3
 
0.1%
Other values (4181) 4773
95.5%
ValueCountFrequency (%)
0.0 191
3.8%
41.3998870849609 1
 
< 0.1%
41.4012794494629 1
 
< 0.1%
41.4040832519531 1
 
< 0.1%
41.4053039550781 1
 
< 0.1%
41.4067077636719 1
 
< 0.1%
41.4067192077637 1
 
< 0.1%
41.4071731567383 1
 
< 0.1%
41.4081764221191 1
 
< 0.1%
41.4085998535156 1
 
< 0.1%
ValueCountFrequency (%)
78.1949768066406 1
< 0.1%
77.9311218261719 1
< 0.1%
77.9093551635742 1
< 0.1%
77.7855224609375 1
< 0.1%
77.7281341552734 1
< 0.1%
77.7140274047852 1
< 0.1%
77.7140121459961 1
< 0.1%
77.7063903808594 1
< 0.1%
77.7036056518555 1
< 0.1%
77.7024230957031 1
< 0.1%

GPS정확도메이저
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.91762 × 10-5
Minimum0
Maximum0.0027040001
Zeros4953
Zeros (%)99.1%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:01.662886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.0027040001
Range0.0027040001
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00019829543
Coefficient of variation (CV)10.340705
Kurtosis107.62583
Mean1.91762 × 10-5
Median Absolute Deviation (MAD)0
Skewness10.393465
Sum0.095881002
Variance3.9321079 × 10-8
MonotonicityNot monotonic
2024-04-18T04:39:01.745182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0.0 4953
99.1%
0.0021160000469535 24
 
0.5%
0.0016809999942779 7
 
0.1%
0.0020250000525265 4
 
0.1%
0.0017640000442042 3
 
0.1%
0.0023040000814944 3
 
0.1%
0.0027040001004934 2
 
< 0.1%
0.0022090000566095 2
 
< 0.1%
0.0015999999595806 2
 
< 0.1%
ValueCountFrequency (%)
0.0 4953
99.1%
0.0015999999595806 2
 
< 0.1%
0.0016809999942779 7
 
0.1%
0.0017640000442042 3
 
0.1%
0.0020250000525265 4
 
0.1%
0.0021160000469535 24
 
0.5%
0.0022090000566095 2
 
< 0.1%
0.0023040000814944 3
 
0.1%
0.0027040001004934 2
 
< 0.1%
ValueCountFrequency (%)
0.0027040001004934 2
 
< 0.1%
0.0023040000814944 3
 
0.1%
0.0022090000566095 2
 
< 0.1%
0.0021160000469535 24
 
0.5%
0.0020250000525265 4
 
0.1%
0.0017640000442042 3
 
0.1%
0.0016809999942779 7
 
0.1%
0.0015999999595806 2
 
< 0.1%
0.0 4953
99.1%

GPS정확도마이너
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.90602 × 10-5
Minimum0
Maximum0.002601
Zeros4953
Zeros (%)99.1%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:01.836214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.002601
Range0.002601
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00019692465
Coefficient of variation (CV)10.33172
Kurtosis106.70884
Mean1.90602 × 10-5
Median Absolute Deviation (MAD)0
Skewness10.3627
Sum0.095301002
Variance3.8779317 × 10-8
MonotonicityNot monotonic
2024-04-18T04:39:01.923285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0.0 4953
99.1%
0.0021160000469535 27
 
0.5%
0.0016809999942779 7
 
0.1%
0.0017640000442042 3
 
0.1%
0.0026010000146925 2
 
< 0.1%
0.0022090000566095 2
 
< 0.1%
0.0015999999595806 2
 
< 0.1%
0.0020250000525265 2
 
< 0.1%
0.0019359999569132 1
 
< 0.1%
0.0023040000814944 1
 
< 0.1%
ValueCountFrequency (%)
0.0 4953
99.1%
0.0015999999595806 2
 
< 0.1%
0.0016809999942779 7
 
0.1%
0.0017640000442042 3
 
0.1%
0.0019359999569132 1
 
< 0.1%
0.0020250000525265 2
 
< 0.1%
0.0021160000469535 27
 
0.5%
0.0022090000566095 2
 
< 0.1%
0.0023040000814944 1
 
< 0.1%
0.0026010000146925 2
 
< 0.1%
ValueCountFrequency (%)
0.0026010000146925 2
 
< 0.1%
0.0023040000814944 1
 
< 0.1%
0.0022090000566095 2
 
< 0.1%
0.0021160000469535 27
 
0.5%
0.0020250000525265 2
 
< 0.1%
0.0019359999569132 1
 
< 0.1%
0.0017640000442042 3
 
0.1%
0.0016809999942779 7
 
0.1%
0.0015999999595806 2
 
< 0.1%
0.0 4953
99.1%

GPS정확도방향
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.097518 × 10-7
Minimum0
Maximum3.22624 × 10-5
Zeros4960
Zeros (%)99.2%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:02.009870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum3.22624 × 10-5
Range3.22624 × 10-5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.3762551 × 10-6
Coefficient of variation (CV)11.32889
Kurtosis132.59242
Mean2.097518 × 10-7
Median Absolute Deviation (MAD)0
Skewness11.505354
Sum0.001048759
Variance5.6465881 × 10-12
MonotonicityNot monotonic
2024-04-18T04:39:02.095363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0.0 4960
99.2%
2.70399996225024e-05 5
 
0.1%
2.79841005976778e-05 5
 
0.1%
3.00304000120377e-05 4
 
0.1%
2.89443996734917e-05 4
 
0.1%
2.60100005107233e-05 3
 
0.1%
2.34256003750488e-05 3
 
0.1%
3.22624000546057e-05 3
 
0.1%
3.11363983200863e-05 2
 
< 0.1%
2.69361007667612e-05 2
 
< 0.1%
Other values (9) 9
 
0.2%
ValueCountFrequency (%)
0.0 4960
99.2%
1.36160997499246e-05 1
 
< 0.1%
1.37641000037547e-05 1
 
< 0.1%
1.39128997034277e-05 1
 
< 0.1%
1.64025004778523e-05 1
 
< 0.1%
1.6728099581087e-05 1
 
< 0.1%
2.34256003750488e-05 3
 
0.1%
2.42063997575315e-05 1
 
< 0.1%
2.43048998527229e-05 1
 
< 0.1%
2.60100005107233e-05 3
 
0.1%
ValueCountFrequency (%)
3.22624000546057e-05 3
0.1%
3.11363983200863e-05 2
 
< 0.1%
3.00304000120377e-05 4
0.1%
2.89443996734917e-05 4
0.1%
2.79841005976778e-05 5
0.1%
2.72483994194772e-05 1
 
< 0.1%
2.70399996225024e-05 5
0.1%
2.69361007667612e-05 2
 
< 0.1%
2.63169004028896e-05 1
 
< 0.1%
2.60100005107233e-05 3
0.1%

속도
Real number (ℝ)

ZEROS 

Distinct266
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.613228
Minimum0
Maximum23.440001
Zeros4354
Zeros (%)87.1%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:02.193730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile16.059999
Maximum23.440001
Range23.440001
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.8676227
Coefficient of variation (CV)3.0173185
Kurtosis7.7720137
Mean1.613228
Median Absolute Deviation (MAD)0
Skewness3.0202903
Sum8066.1399
Variance23.693751
MonotonicityNot monotonic
2024-04-18T04:39:02.292053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 4354
87.1%
18.6299991607666 18
 
0.4%
20.75 17
 
0.3%
20.5599994659424 15
 
0.3%
18.5 14
 
0.3%
18.5599994659424 11
 
0.2%
0.129999995231628 8
 
0.2%
20.6299991607666 8
 
0.2%
20.8099994659424 8
 
0.2%
20.3799991607666 7
 
0.1%
Other values (256) 540
 
10.8%
ValueCountFrequency (%)
0.0 4354
87.1%
0.0599999986588955 5
 
0.1%
0.129999995231628 8
 
0.2%
0.189999997615814 1
 
< 0.1%
0.310000002384186 1
 
< 0.1%
0.379999995231628 6
 
0.1%
0.439999997615814 2
 
< 0.1%
0.5 2
 
< 0.1%
0.560000002384186 1
 
< 0.1%
0.629999995231628 1
 
< 0.1%
ValueCountFrequency (%)
23.4400005340576 2
 
< 0.1%
23.3099994659424 1
 
< 0.1%
22.5 2
 
< 0.1%
22.3799991607666 1
 
< 0.1%
22.3099994659424 1
 
< 0.1%
21.6299991607666 1
 
< 0.1%
21.5599994659424 2
 
< 0.1%
21.5 4
0.1%
21.4400005340576 1
 
< 0.1%
21.3799991607666 6
0.1%

차량방향
Real number (ℝ)

ZEROS 

Distinct2632
Distinct (%)52.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.372457
Minimum0
Maximum359.54898
Zeros191
Zeros (%)3.8%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:02.394035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile44.119878
Q144.210167
median44.240793
Q344.26828
95-th percentile160.47645
Maximum359.54898
Range359.54898
Interquartile range (IQR)0.058113098

Descriptive statistics

Standard deviation37.381834
Coefficient of variation (CV)0.68751416
Kurtosis6.9451222
Mean54.372457
Median Absolute Deviation (MAD)0.029249191
Skewness2.593274
Sum271862.28
Variance1397.4015
MonotonicityNot monotonic
2024-04-18T04:39:02.496234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 191
 
3.8%
44.2517623901367 11
 
0.2%
44.2446022033691 9
 
0.2%
44.2557754516602 8
 
0.2%
44.2668342590332 8
 
0.2%
44.2558326721191 8
 
0.2%
44.2585830688477 8
 
0.2%
44.2525672912598 7
 
0.1%
44.2332000732422 7
 
0.1%
44.2687835693359 7
 
0.1%
Other values (2622) 4736
94.7%
ValueCountFrequency (%)
0.0 191
3.8%
0.473205864429474 1
 
< 0.1%
1.13904011249542 1
 
< 0.1%
1.58726501464844 1
 
< 0.1%
2.68705749511719 1
 
< 0.1%
4.8587965965271 1
 
< 0.1%
7.59146165847778 1
 
< 0.1%
8.92983341217041 1
 
< 0.1%
10.2360057830811 1
 
< 0.1%
11.0950984954834 1
 
< 0.1%
ValueCountFrequency (%)
359.548980712891 1
< 0.1%
359.220184326172 1
< 0.1%
221.80940246582 1
< 0.1%
221.012237548828 1
< 0.1%
220.53645324707 1
< 0.1%
219.644943237305 1
< 0.1%
214.719390869141 1
< 0.1%
208.496490478516 1
< 0.1%
205.137985229492 1
< 0.1%
202.3994140625 1
< 0.1%

회전각도
Real number (ℝ)

ZEROS 

Distinct394
Distinct (%)7.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.13230651
Minimum-23.048025
Maximum23.07514
Zeros1713
Zeros (%)34.3%
Negative1982
Negative (%)39.6%
Memory size44.1 KiB
2024-04-18T04:39:02.601893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-23.048025
5-th percentile-0.56942177
Q1-0.0054230648
median0
Q30.0054230648
95-th percentile0.12473048
Maximum23.07514
Range46.123165
Interquartile range (IQR)0.01084613

Descriptive statistics

Standard deviation2.3238999
Coefficient of variation (CV)-17.564517
Kurtosis66.018229
Mean-0.13230651
Median Absolute Deviation (MAD)0.0054230648
Skewness-1.9623053
Sum-661.53254
Variance5.4005106
MonotonicityNot monotonic
2024-04-18T04:39:02.725814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 1713
34.3%
-0.0054230648092925 1069
21.4%
0.0162691939622164 538
 
10.8%
-0.0108461296185851 446
 
8.9%
0.0054230648092925 267
 
5.3%
0.0271153226494789 191
 
3.8%
-0.0162691939622164 64
 
1.3%
0.0325383879244328 22
 
0.4%
-0.667036950588226 13
 
0.3%
-0.0271153226494789 11
 
0.2%
Other values (384) 666
 
13.3%
ValueCountFrequency (%)
-23.0480251312256 1
 
< 0.1%
-23.0263328552246 4
0.1%
-23.0154857635498 2
< 0.1%
-23.0100631713867 2
< 0.1%
-22.9992179870605 1
 
< 0.1%
-22.9883708953857 3
0.1%
-22.9775257110596 1
 
< 0.1%
-22.9395637512207 1
 
< 0.1%
-20.2714138031006 1
 
< 0.1%
-20.1846466064453 1
 
< 0.1%
ValueCountFrequency (%)
23.0751399993896 1
 
< 0.1%
23.0317554473877 1
 
< 0.1%
23.0209083557129 3
0.1%
22.9992179870605 1
 
< 0.1%
22.9883708953857 2
< 0.1%
22.912446975708 1
 
< 0.1%
22.6467170715332 1
 
< 0.1%
20.8842220306396 1
 
< 0.1%
19.555570602417 1
 
< 0.1%
19.3549175262451 1
 
< 0.1%

종가속도
Real number (ℝ)

ZEROS 

Distinct1739
Distinct (%)34.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.18808072
Minimum-1.8312
Maximum1.6801
Zeros192
Zeros (%)3.8%
Negative184
Negative (%)3.7%
Memory size44.1 KiB
2024-04-18T04:39:02.826636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-1.8312
5-th percentile0
Q10.18179999
median0.2027
Q30.2225
95-th percentile0.27541001
Maximum1.6801
Range3.5113
Interquartile range (IQR)0.040700004

Descriptive statistics

Standard deviation0.14641487
Coefficient of variation (CV)0.77846828
Kurtosis33.000535
Mean0.18808072
Median Absolute Deviation (MAD)0.020300001
Skewness-1.0649676
Sum940.4036
Variance0.021437315
MonotonicityNot monotonic
2024-04-18T04:39:02.929496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 192
 
3.8%
0.199200004339218 15
 
0.3%
0.198500007390976 14
 
0.3%
0.197799995541573 14
 
0.3%
0.190500006079674 14
 
0.3%
0.203199997544289 14
 
0.3%
0.218199998140335 13
 
0.3%
0.193299993872643 13
 
0.3%
0.213499993085861 12
 
0.2%
0.199399992823601 12
 
0.2%
Other values (1729) 4687
93.7%
ValueCountFrequency (%)
-1.83120000362396 1
< 0.1%
-1.04910004138947 1
< 0.1%
-0.981899976730347 1
< 0.1%
-0.965099990367889 1
< 0.1%
-0.96450001001358 1
< 0.1%
-0.948300004005432 1
< 0.1%
-0.885900020599365 1
< 0.1%
-0.854700028896332 1
< 0.1%
-0.821200013160706 1
< 0.1%
-0.811500012874603 1
< 0.1%
ValueCountFrequency (%)
1.68009996414185 1
< 0.1%
1.52479994297028 1
< 0.1%
1.46200001239777 1
< 0.1%
1.43649995326996 1
< 0.1%
1.38810002803802 1
< 0.1%
1.32480001449585 1
< 0.1%
1.32009994983673 1
< 0.1%
1.29849994182587 1
< 0.1%
1.27660000324249 1
< 0.1%
1.21560001373291 1
< 0.1%

횡가속도
Real number (ℝ)

ZEROS 

Distinct1859
Distinct (%)37.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.18335682
Minimum-1.1387
Maximum1.2781
Zeros191
Zeros (%)3.8%
Negative4499
Negative (%)90.0%
Memory size44.1 KiB
2024-04-18T04:39:03.034220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-1.1387
5-th percentile-0.29120001
Q1-0.2438
median-0.2192
Q3-0.194375
95-th percentile0.10675
Maximum1.2781
Range2.4168
Interquartile range (IQR)0.049425002

Descriptive statistics

Standard deviation0.1575753
Coefficient of variation (CV)-0.85939153
Kurtosis15.044293
Mean-0.18335682
Median Absolute Deviation (MAD)0.024700001
Skewness3.2454831
Sum-916.7841
Variance0.024829975
MonotonicityNot monotonic
2024-04-18T04:39:03.137662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 191
 
3.8%
-0.221399992704391 15
 
0.3%
-0.217199996113777 13
 
0.3%
-0.218999996781349 13
 
0.3%
-0.218600004911423 12
 
0.2%
-0.206599995493889 12
 
0.2%
-0.222299993038177 11
 
0.2%
-0.222900003194809 11
 
0.2%
-0.212799996137619 11
 
0.2%
-0.221100002527237 11
 
0.2%
Other values (1849) 4700
94.0%
ValueCountFrequency (%)
-1.13870000839233 1
< 0.1%
-1.00049996376038 1
< 0.1%
-0.769900023937225 1
< 0.1%
-0.767599999904633 1
< 0.1%
-0.670700013637543 1
< 0.1%
-0.660899996757507 1
< 0.1%
-0.660300016403198 1
< 0.1%
-0.651099979877472 1
< 0.1%
-0.633499979972839 1
< 0.1%
-0.629299998283386 1
< 0.1%
ValueCountFrequency (%)
1.27810001373291 1
< 0.1%
1.06550002098083 1
< 0.1%
0.949299991130829 1
< 0.1%
0.91619998216629 1
< 0.1%
0.903599977493286 1
< 0.1%
0.901799976825714 1
< 0.1%
0.874400019645691 1
< 0.1%
0.86599999666214 1
< 0.1%
0.865700006484985 1
< 0.1%
0.855199992656708 1
< 0.1%

수직가속도
Real number (ℝ)

ZEROS 

Distinct1731
Distinct (%)34.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.4212595
Minimum0
Maximum11.6299
Zeros191
Zeros (%)3.8%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:03.239973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile9.5057246
Q19.7708998
median9.7934999
Q39.8132
95-th percentile9.8788604
Maximum11.6299
Range11.6299
Interquartile range (IQR)0.042300224

Descriptive statistics

Standard deviation1.8807066
Coefficient of variation (CV)0.1996237
Kurtosis21.090985
Mean9.4212595
Median Absolute Deviation (MAD)0.021100044
Skewness-4.7949123
Sum47106.297
Variance3.5370574
MonotonicityNot monotonic
2024-04-18T04:39:03.363914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 191
 
3.8%
9.79300022125244 15
 
0.3%
9.79609966278076 13
 
0.3%
9.77770042419434 13
 
0.3%
9.79419994354248 13
 
0.3%
9.80319976806641 12
 
0.2%
9.79319953918457 12
 
0.2%
9.79469966888428 12
 
0.2%
9.7883996963501 12
 
0.2%
9.79020023345947 12
 
0.2%
Other values (1721) 4695
93.9%
ValueCountFrequency (%)
0.0 191
3.8%
8.73789978027344 1
 
< 0.1%
8.74470043182373 1
 
< 0.1%
8.83049964904785 1
 
< 0.1%
8.84340000152588 1
 
< 0.1%
8.87530040740967 1
 
< 0.1%
8.92959976196289 1
 
< 0.1%
9.00269985198975 1
 
< 0.1%
9.11009979248047 1
 
< 0.1%
9.13920021057129 1
 
< 0.1%
ValueCountFrequency (%)
11.6298999786377 1
< 0.1%
11.542200088501 1
< 0.1%
11.4216995239258 1
< 0.1%
11.3642997741699 1
< 0.1%
11.2096004486084 1
< 0.1%
10.9624004364014 1
< 0.1%
10.6455001831055 1
< 0.1%
10.6263999938965 1
< 0.1%
10.5600996017456 1
< 0.1%
10.5411996841431 1
< 0.1%

요가속도
Real number (ℝ)

ZEROS 

Distinct1081
Distinct (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.015854773
Minimum-18.917919
Maximum11.65167
Zeros205
Zeros (%)4.1%
Negative2430
Negative (%)48.6%
Memory size44.1 KiB
2024-04-18T04:39:03.472731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-18.917919
5-th percentile-0.18572427
Q1-0.059157894
median0
Q30.05743902
95-th percentile0.19881636
Maximum11.65167
Range30.56959
Interquartile range (IQR)0.11659691

Descriptive statistics

Standard deviation0.8885126
Coefficient of variation (CV)-56.040702
Kurtosis208.23417
Mean-0.015854773
Median Absolute Deviation (MAD)0.058441695
Skewness-9.4719052
Sum-79.273863
Variance0.78945464
MonotonicityNot monotonic
2024-04-18T04:39:03.574055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 205
 
4.1%
0.041825920343399 24
 
0.5%
-0.0263560600578785 20
 
0.4%
0.0045836623758077 20
 
0.4%
0.0320856384932995 19
 
0.4%
0.0126050719991326 19
 
0.4%
-0.0452636666595936 19
 
0.4%
-0.0223453547805548 19
 
0.4%
-0.0211994387209415 18
 
0.4%
-0.0492743700742722 18
 
0.4%
Other values (1071) 4619
92.4%
ValueCountFrequency (%)
-18.9179191589355 1
< 0.1%
-16.3820095062256 1
< 0.1%
-16.3006496429443 1
< 0.1%
-15.9585933685303 1
< 0.1%
-15.3587064743042 1
< 0.1%
-15.1914024353027 1
< 0.1%
-13.4530487060547 1
< 0.1%
-12.6302814483643 1
< 0.1%
-12.5048046112061 1
< 0.1%
-12.4291734695435 1
< 0.1%
ValueCountFrequency (%)
11.6516704559326 1
< 0.1%
10.487419128418 1
< 0.1%
10.3785581588745 1
< 0.1%
9.4125509262085 1
< 0.1%
8.41961479187012 1
< 0.1%
7.10696840286255 1
< 0.1%
5.25688791275024 1
< 0.1%
4.18373775482178 1
< 0.1%
4.15279817581177 1
< 0.1%
4.08461618423462 1
< 0.1%

휠브레이크작동코드
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
6
4843 
1
 
157

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6
2nd row6
3rd row6
4th row6
5th row6

Common Values

ValueCountFrequency (%)
6 4843
96.9%
1 157
 
3.1%

Length

2024-04-18T04:39:03.669351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:03.736313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6 4843
96.9%
1 157
 
3.1%

트랙션브레이크작동코드
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
5000 

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 5000
100.0%

Length

2024-04-18T04:39:03.805875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:03.872841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 5000
100.0%

ABS브레이크작동코드
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
5000 

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 5000
100.0%

Length

2024-04-18T04:39:03.944151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:04.010144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 5000
100.0%

조명작동코드
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4931 
5
 
49
4
 
20

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 4931
98.6%
5 49
 
1.0%
4 20
 
0.4%

Length

2024-04-18T04:39:04.080343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:04.149239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 4931
98.6%
5 49
 
1.0%
4 20
 
0.4%

차량너비
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
185
5000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row185
2nd row185
3rd row185
4th row185
5th row185

Common Values

ValueCountFrequency (%)
185 5000
100.0%

Length

2024-04-18T04:39:04.224740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:04.312647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
185 5000
100.0%

차량길이
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
515
5000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row515
2nd row515
3rd row515
4th row515
5th row515

Common Values

ValueCountFrequency (%)
515 5000
100.0%

Length

2024-04-18T04:39:04.388983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:04.457575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
515 5000
100.0%

데이터발생시각
Real number (ℝ)

UNIQUE 

Distinct5000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6239804 × 1012
Minimum1.6239776 × 1012
Maximum1.6239829 × 1012
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size44.1 KiB
2024-04-18T04:39:04.538427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.6239776 × 1012
5-th percentile1.6239779 × 1012
Q11.6239791 × 1012
median1.6239804 × 1012
Q31.6239817 × 1012
95-th percentile1.6239827 × 1012
Maximum1.6239829 × 1012
Range5277799
Interquartile range (IQR)2511858.2

Descriptive statistics

Standard deviation1476886.9
Coefficient of variation (CV)9.0942412 × 10-7
Kurtosis-1.1259591
Mean1.6239804 × 1012
Median Absolute Deviation (MAD)1256178.5
Skewness-0.058040054
Sum8.1199019 × 1015
Variance2.181195 × 1012
MonotonicityNot monotonic
2024-04-18T04:39:04.683568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1623977666868 1
 
< 0.1%
1623982090467 1
 
< 0.1%
1623982097517 1
 
< 0.1%
1623982096511 1
 
< 0.1%
1623982095507 1
 
< 0.1%
1623982094497 1
 
< 0.1%
1623982093491 1
 
< 0.1%
1623982092482 1
 
< 0.1%
1623982091477 1
 
< 0.1%
1623982089460 1
 
< 0.1%
Other values (4990) 4990
99.8%
ValueCountFrequency (%)
1623977633733 1
< 0.1%
1623977634736 1
< 0.1%
1623977635736 1
< 0.1%
1623977636740 1
< 0.1%
1623977637749 1
< 0.1%
1623977638756 1
< 0.1%
1623977639760 1
< 0.1%
1623977640762 1
< 0.1%
1623977641770 1
< 0.1%
1623977642770 1
< 0.1%
ValueCountFrequency (%)
1623982911532 1
< 0.1%
1623982910526 1
< 0.1%
1623982909516 1
< 0.1%
1623982908511 1
< 0.1%
1623982907503 1
< 0.1%
1623982906493 1
< 0.1%
1623982905486 1
< 0.1%
1623982904478 1
< 0.1%
1623982903473 1
< 0.1%
1623982902466 1
< 0.1%

자율주행플래그
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
2
4551 
3
 
449

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 4551
91.0%
3 449
 
9.0%

Length

2024-04-18T04:39:04.806544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.161727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 4551
91.0%
3 449
 
9.0%

수동비상정지플래그
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
2
5000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 5000
100.0%

Length

2024-04-18T04:39:05.234729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.298867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 5000
100.0%

자동비상정지플래그
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
2
5000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 5000
100.0%

Length

2024-04-18T04:39:05.367356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.433011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 5000
100.0%

센서장애플래그
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
2
5000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 5000
100.0%

Length

2024-04-18T04:39:05.504210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.577903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 5000
100.0%

차량상태플래그
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4359 
2
641 

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 4359
87.2%
2 641
 
12.8%

Length

2024-04-18T04:39:05.645751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.714825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 4359
87.2%
2 641
 
12.8%

자동차유형
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
5
5000 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
5 5000
100.0%

Length

2024-04-18T04:39:05.788732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-18T04:39:05.854399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5 5000
100.0%

Sample

발생년월일시일련번호차량ID전문업무구분공통코드전문내차량운행정보수아이디초수위도경도고도GPS정확도메이저GPS정확도마이너GPS정확도방향속도차량방향회전각도종가속도횡가속도수직가속도요가속도휠브레이크작동코드트랙션브레이크작동코드ABS브레이크작동코드조명작동코드차량너비차량길이데이터발생시각자율주행플래그수동비상정지플래그자동비상정지플래그센서장애플래그차량상태플래그자동차유형
02021-06-18 09:52:04.781409807572CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0162690.00.00.00.061111855151623977666868222215
12021-06-18 09:52:05.779661807573CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0054230.00.00.00.061111855151623977667872222215
22021-06-18 09:52:06.841991807574CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.0-0.0108460.00.00.00.061111855151623977668881222215
32021-06-18 09:52:07.842755807575CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0162690.00.00.00.061111855151623977669891222215
42021-06-18 09:52:08.842557807576CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0162690.00.00.00.061111855151623977670895222215
52021-06-18 09:52:09.843585807577CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.0-0.0108460.00.00.00.061111855151623977671897222215
62021-06-18 09:52:10.844476807578CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.0-0.0162690.00.00.00.061111855151623977672898222215
72021-06-18 09:52:11.84498807579CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0162690.00.00.00.061111855151623977673900222215
82021-06-18 09:52:12.846149807580CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0054230.00.00.00.061111855151623977674910222215
92021-06-18 09:52:13.847572807581CAR000221ZERO_002<NA>0.00.00.00.00.00.00.00.00.0162690.00.00.00.061111855151623977675916222215
발생년월일시일련번호차량ID전문업무구분공통코드전문내차량운행정보수아이디초수위도경도고도GPS정확도메이저GPS정확도마이너GPS정확도방향속도차량방향회전각도종가속도횡가속도수직가속도요가속도휠브레이크작동코드트랙션브레이크작동코드ABS브레이크작동코드조명작동코드차량너비차량길이데이터발생시각자율주행플래그수동비상정지플래그자동비상정지플래그센서장애플래그차량상태플래그자동차유형
49902021-06-18 10:52:51.634354810948CAR000221ZERO_002<NA>37.411905127.09544477.3649520.00.00.00.044.2739370.0162690.1645-0.28419.8434-0.10255961111855151623981313730222215
49912021-06-18 10:52:52.635969810949CAR000221ZERO_002<NA>37.411905127.09544477.3612370.00.00.00.044.2761150.00.1554-0.28479.83110.08938161111855151623981314730222215
49922021-06-18 10:52:53.637503810950CAR000221ZERO_002<NA>37.411905127.09544477.3577420.00.00.00.044.2768630.00.1373-0.27629.81990.11516561111855151623981315730222215
49932021-06-18 10:52:54.720231810951CAR000221ZERO_002<NA>37.411905127.09544477.3531270.00.00.00.044.2783510.00.2633-0.12839.8161-0.03953461111855151623981316740222215
49942021-06-18 10:52:55.720264810952CAR000221ZERO_002<NA>37.411905127.09544477.3524550.00.00.00.044.281216-0.0054230.1009-0.2539.7372-0.0097461111855151623981317749222215
49952021-06-18 10:57:43.059374811238CAR000221ZERO_002<NA>37.411905127.09544477.3554760.00.00.00.044.255947-0.0108460.2324-0.25279.82870.11974861111855151623981605140222215
49962021-06-18 10:57:44.059794811239CAR000221ZERO_002<NA>37.411905127.09544477.3527450.00.00.00.044.256809-0.0108460.2319-0.25699.832-0.0658961111855151623981606141222215
49972021-06-18 10:57:45.060477811240CAR000221ZERO_002<NA>37.411905127.09544477.353310.00.00.00.044.257839-0.0054230.1674-0.16719.77220.02864861111855151623981607150222215
49982021-06-18 10:57:46.059995811241CAR000221ZERO_002<NA>37.411905127.09544477.3545610.00.00.00.044.260185-0.0054230.1844-0.27949.81850.06875561111855151623981608160222215
49992021-06-18 10:57:47.077701811242CAR000221ZERO_002<NA>37.411905127.09544477.3574520.00.00.00.044.2632260.0271150.175-0.26749.81280.01375161111855151623981609161222215