Overview

Dataset statistics

Number of variables13
Number of observations30
Missing cells90
Missing cells (%)23.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.4 KiB
Average record size in memory116.4 B

Variable types

Categorical3
DateTime3
Unsupported3
Numeric3
Text1

Dataset

Description샘플 데이터
Author펌프킨
URLhttps://bigdata-region.kr/#/dataset/4d8fbdf2-0f76-4be6-9905-e3808e7d66c7

Alerts

차량번호 has constant value ""Constant
SOH has constant value ""Constant
배터리전압값 has constant value ""Constant
등록일시 has constant value ""Constant
수정일시 has constant value ""Constant
충전SOC is highly overall correlated with 충전량High correlation
충전량 is highly overall correlated with 충전SOCHigh correlation
총주행거리 has 30 (100.0%) missing valuesMissing
사용SOC has 30 (100.0%) missing valuesMissing
전력사용량 has 30 (100.0%) missing valuesMissing
충전일시 has unique valuesUnique
충전량 has unique valuesUnique
총주행거리 is an unsupported type, check if it needs cleaning or further analysisUnsupported
사용SOC is an unsupported type, check if it needs cleaning or further analysisUnsupported
전력사용량 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 14:22:51.786755
Analysis finished2023-12-10 14:22:53.266909
Duration1.48 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

차량번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f
30 

Length

Max length64
Median length64
Mean length64
Min length64

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f
2nd row009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f
3rd row009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f
4th row009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f
5th row009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f

Common Values

ValueCountFrequency (%)
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f 30
100.0%

Length

2023-12-10T23:22:53.355056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:22:53.452612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f 30
100.0%

충전일시
Date

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-09-01 07:40:40
Maximum2021-09-30 13:24:45
2023-12-10T23:22:53.559552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:53.707808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)

총주행거리
Unsupported

MISSING  REJECTED  UNSUPPORTED 

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

사용SOC
Unsupported

MISSING  REJECTED  UNSUPPORTED 

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

전력사용량
Unsupported

MISSING  REJECTED  UNSUPPORTED 

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

충전SOC
Real number (ℝ)

HIGH CORRELATION 

Distinct16
Distinct (%)53.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.7
Minimum4
Maximum27
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:22:53.860263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile6.9
Q111.25
median15
Q320.5
95-th percentile26
Maximum27
Range23
Interquartile range (IQR)9.25

Descriptive statistics

Standard deviation6.2596133
Coefficient of variation (CV)0.39870148
Kurtosis-0.75820505
Mean15.7
Median Absolute Deviation (MAD)4
Skewness0.185352
Sum471
Variance39.182759
MonotonicityNot monotonic
2023-12-10T23:22:53.978008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
15 5
16.7%
13 4
13.3%
8 3
10.0%
11 3
10.0%
26 2
 
6.7%
22 2
 
6.7%
19 2
 
6.7%
4 1
 
3.3%
6 1
 
3.3%
25 1
 
3.3%
Other values (6) 6
20.0%
ValueCountFrequency (%)
4 1
 
3.3%
6 1
 
3.3%
8 3
10.0%
11 3
10.0%
12 1
 
3.3%
13 4
13.3%
15 5
16.7%
17 1
 
3.3%
18 1
 
3.3%
19 2
 
6.7%
ValueCountFrequency (%)
27 1
 
3.3%
26 2
 
6.7%
25 1
 
3.3%
23 1
 
3.3%
22 2
 
6.7%
21 1
 
3.3%
19 2
 
6.7%
18 1
 
3.3%
17 1
 
3.3%
15 5
16.7%

충전량
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.537333
Minimum8.16
Maximum50.88
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:22:54.095084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8.16
5-th percentile10.53
Q118.345
median29.29
Q334.635
95-th percentile44.334
Maximum50.88
Range42.72
Interquartile range (IQR)16.29

Descriptive statistics

Standard deviation11.231686
Coefficient of variation (CV)0.40787124
Kurtosis-0.74821251
Mean27.537333
Median Absolute Deviation (MAD)8.3
Skewness0.05101382
Sum826.12
Variance126.15078
MonotonicityNot monotonic
2023-12-10T23:22:54.216451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
30.84 1
 
3.3%
13.28 1
 
3.3%
33.96 1
 
3.3%
16.68 1
 
3.3%
16.8 1
 
3.3%
32.64 1
 
3.3%
9.36 1
 
3.3%
18.84 1
 
3.3%
34.86 1
 
3.3%
23.64 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
8.16 1
3.3%
9.36 1
3.3%
11.96 1
3.3%
13.28 1
3.3%
13.32 1
3.3%
16.68 1
3.3%
16.8 1
3.3%
18.18 1
3.3%
18.84 1
3.3%
20.52 1
3.3%
ValueCountFrequency (%)
50.88 1
3.3%
45.0 1
3.3%
43.52 1
3.3%
42.24 1
3.3%
37.92 1
3.3%
37.26 1
3.3%
36.42 1
3.3%
34.86 1
3.3%
33.96 1
3.3%
33.72 1
3.3%

SOH
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

2023-12-10T23:22:54.348651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:22:54.442931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

외부온도
Real number (ℝ)

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.986667
Minimum20.3
Maximum24.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:22:54.527888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20.3
5-th percentile20.84
Q121.875
median22.7
Q324.8
95-th percentile24.9
Maximum24.9
Range4.6
Interquartile range (IQR)2.925

Descriptive statistics

Standard deviation1.4602157
Coefficient of variation (CV)0.063524465
Kurtosis-1.0832203
Mean22.986667
Median Absolute Deviation (MAD)1.1
Skewness0.058351876
Sum689.6
Variance2.1322299
MonotonicityNot monotonic
2023-12-10T23:22:54.623230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
24.9 8
26.7%
22.7 4
13.3%
22.1 3
 
10.0%
23.1 3
 
10.0%
21.6 3
 
10.0%
20.3 2
 
6.7%
21.8 1
 
3.3%
22.4 1
 
3.3%
24.2 1
 
3.3%
21.5 1
 
3.3%
Other values (3) 3
 
10.0%
ValueCountFrequency (%)
20.3 2
6.7%
21.5 1
 
3.3%
21.6 3
10.0%
21.7 1
 
3.3%
21.8 1
 
3.3%
22.1 3
10.0%
22.4 1
 
3.3%
22.5 1
 
3.3%
22.7 4
13.3%
23.1 3
10.0%
ValueCountFrequency (%)
24.9 8
26.7%
24.5 1
 
3.3%
24.2 1
 
3.3%
23.1 3
 
10.0%
22.7 4
13.3%
22.5 1
 
3.3%
22.4 1
 
3.3%
22.1 3
 
10.0%
21.8 1
 
3.3%
21.7 1
 
3.3%

배터리전압값
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

2023-12-10T23:22:54.728537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:22:54.819541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
100.0%

메모내용
Text

Distinct18
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-12-10T23:22:54.965767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length29
Mean length29
Min length29

Characters and Unicode

Total characters870
Distinct characters25
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)36.7%

Sample

1st row2021년 09월 27일 충전기별 전력 사용요금 현황
2nd row2021년 09월 28일 충전기별 전력 사용요금 현황
3rd row2021년 09월 29일 충전기별 전력 사용요금 현황
4th row2021년 09월 30일 충전기별 전력 사용요금 현황
5th row2021년 09월 14일 충전기별 전력 사용요금 현황
ValueCountFrequency (%)
2021년 30
14.3%
충전기별 30
14.3%
전력 30
14.3%
사용요금 30
14.3%
현황 30
14.3%
09월 30
14.3%
01일 5
 
2.4%
05일 3
 
1.4%
02일 3
 
1.4%
17일 2
 
1.0%
Other values (14) 17
8.1%
2023-12-10T23:22:55.250428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
180
20.7%
2 75
 
8.6%
0 75
 
8.6%
전 60
 
6.9%
1 44
 
5.1%
9 31
 
3.6%
황 30
 
3.4%
현 30
 
3.4%
금 30
 
3.4%
요 30
 
3.4%
Other values (15) 285
32.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 450
51.7%
Decimal Number 240
27.6%
Space Separator 180
 
20.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
전 60
13.3%
황 30
 
6.7%
현 30
 
6.7%
금 30
 
6.7%
요 30
 
6.7%
용 30
 
6.7%
사 30
 
6.7%
력 30
 
6.7%
별 30
 
6.7%
기 30
 
6.7%
Other values (4) 120
26.7%
Decimal Number
ValueCountFrequency (%)
2 75
31.2%
0 75
31.2%
1 44
18.3%
9 31
12.9%
7 4
 
1.7%
5 3
 
1.2%
4 3
 
1.2%
8 2
 
0.8%
6 2
 
0.8%
3 1
 
0.4%
Space Separator
ValueCountFrequency (%)
180
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 450
51.7%
Common 420
48.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
전 60
13.3%
황 30
 
6.7%
현 30
 
6.7%
금 30
 
6.7%
요 30
 
6.7%
용 30
 
6.7%
사 30
 
6.7%
력 30
 
6.7%
별 30
 
6.7%
기 30
 
6.7%
Other values (4) 120
26.7%
Common
ValueCountFrequency (%)
180
42.9%
2 75
17.9%
0 75
17.9%
1 44
 
10.5%
9 31
 
7.4%
7 4
 
1.0%
5 3
 
0.7%
4 3
 
0.7%
8 2
 
0.5%
6 2
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 450
51.7%
ASCII 420
48.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
180
42.9%
2 75
17.9%
0 75
17.9%
1 44
 
10.5%
9 31
 
7.4%
7 4
 
1.0%
5 3
 
0.7%
4 3
 
0.7%
8 2
 
0.5%
6 2
 
0.5%
Hangul
ValueCountFrequency (%)
전 60
13.3%
황 30
 
6.7%
현 30
 
6.7%
금 30
 
6.7%
요 30
 
6.7%
용 30
 
6.7%
사 30
 
6.7%
력 30
 
6.7%
별 30
 
6.7%
기 30
 
6.7%
Other values (4) 120
26.7%

등록일시
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-12-02 21:45:03
Maximum2021-12-02 21:45:03
2023-12-10T23:22:55.357316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:55.442923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

수정일시
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2021-12-02 21:45:03
Maximum2021-12-02 21:45:03
2023-12-10T23:22:55.524930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:55.614586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-10T23:22:52.708892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.000667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.486259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.780245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.084539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.559916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.852343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.422390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:22:52.634605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:22:55.699491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
충전일시충전SOC충전량외부온도메모내용
충전일시1.0001.0001.0001.0001.000
충전SOC1.0001.0000.7120.1230.815
충전량1.0000.7121.0000.0000.462
외부온도1.0000.1230.0001.0001.000
메모내용1.0000.8150.4621.0001.000
2023-12-10T23:22:55.803904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
충전SOC충전량외부온도
충전SOC1.0000.835-0.048
충전량0.8351.0000.022
외부온도-0.0480.0221.000

Missing values

2023-12-10T23:22:52.980613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:22:53.188812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

차량번호충전일시총주행거리사용SOC전력사용량충전SOC충전량SOH외부온도배터리전압값메모내용등록일시수정일시
0009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-27 14:36:02<NA><NA><NA>1730.84021.802021년 09월 27일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
1009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-28 14:02:33<NA><NA><NA>1522.96022.402021년 09월 28일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
2009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-29 19:21:49<NA><NA><NA>1218.18024.202021년 09월 29일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
3009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-30 13:24:45<NA><NA><NA>1320.52022.102021년 09월 30일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
4009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-14 18:04:11<NA><NA><NA>2736.42021.502021년 09월 14일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
5009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-17 22:01:36<NA><NA><NA>2337.92020.302021년 09월 17일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
6009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-01 23:38:16<NA><NA><NA>1545.0024.902021년 09월 01일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
7009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-18 16:07:48<NA><NA><NA>2643.52022.502021년 09월 18일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
8009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-05 11:07:08<NA><NA><NA>2232.92022.702021년 09월 05일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
9009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-20 09:34:12<NA><NA><NA>811.96023.102021년 09월 20일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
차량번호충전일시총주행거리사용SOC전력사용량충전SOC충전량SOH외부온도배터리전압값메모내용등록일시수정일시
20009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-12 21:13:17<NA><NA><NA>1325.68024.902021년 09월 12일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
21009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-24 16:01:07<NA><NA><NA>1928.64022.102021년 09월 24일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
22009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-02 07:04:47<NA><NA><NA>1123.64021.602021년 09월 02일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
23009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-26 17:22:46<NA><NA><NA>2534.86021.702021년 09월 26일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
24009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-05 16:23:22<NA><NA><NA>1318.84022.702021년 09월 05일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
25009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-02 07:05:07<NA><NA><NA>69.36021.602021년 09월 02일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
26009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-05 11:06:49<NA><NA><NA>2232.64022.702021년 09월 05일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
27009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-01 13:00:42<NA><NA><NA>1116.8024.902021년 09월 01일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
28009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-01 10:35:25<NA><NA><NA>1116.68024.902021년 09월 01일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03
29009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f2021-09-11 16:34:27<NA><NA><NA>2633.96024.902021년 09월 11일 충전기별 전력 사용요금 현황2021-12-02 21:45:032021-12-02 21:45:03