Overview

Dataset statistics

Number of variables25
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory22.0 KiB
Average record size in memory225.3 B

Variable types

Categorical24
Numeric1

Dataset

Description샘플 데이터
Author한국기상산업기술원
URLhttps://www.bigdata-environment.kr/user/data_market/detail.do?id=9dd33430-a188-11ea-abba-b94a7d658096

Alerts

지수코드 has constant value ""Constant
날짜 has constant value ""Constant
60시간 후 예측 has constant value ""Constant
63시간 후 예측 is highly imbalanced (75.8%)Imbalance
지점번호 has unique valuesUnique

Reproduction

Analysis started2023-12-10 11:12:05.565749
Analysis finished2023-12-10 11:12:05.827982
Duration0.26 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지수코드
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
A20
100 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowA20
2nd rowA20
3rd rowA20
4th rowA20
5th rowA20

Common Values

ValueCountFrequency (%)
A20 100
100.0%

Length

2023-12-10T20:12:05.911455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:06.056615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
a20 100
100.0%

지점번호
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1174301 × 109
Minimum1.1 × 109
Maximum1.123074 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:12:06.219020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.1 × 109
5-th percentile1.111055 × 109
Q11.1140588 × 109
median1.1170688 × 109
Q31.1215752 × 109
95-th percentile1.1230662 × 109
Maximum1.123074 × 109
Range23074000
Interquartile range (IQR)7516500

Descriptive statistics

Standard deviation4563774.8
Coefficient of variation (CV)0.0040841704
Kurtosis0.46173992
Mean1.1174301 × 109
Median Absolute Deviation (MAD)3042750
Skewness-0.71606908
Sum1.1174301 × 1011
Variance2.082804 × 1013
MonotonicityStrictly increasing
2023-12-10T20:12:06.422125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1100000000 1
 
1.0%
1120065000 1
 
1.0%
1121575000 1
 
1.0%
1121574000 1
 
1.0%
1121573000 1
 
1.0%
1121571000 1
 
1.0%
1121500000 1
 
1.0%
1120079000 1
 
1.0%
1120072000 1
 
1.0%
1120069000 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
1100000000 1
1.0%
1111000000 1
1.0%
1111051500 1
1.0%
1111053000 1
1.0%
1111054000 1
1.0%
1111055000 1
1.0%
1111056000 1
1.0%
1111057000 1
1.0%
1111058000 1
1.0%
1111060000 1
1.0%
ValueCountFrequency (%)
1123074000 1
1.0%
1123073000 1
1.0%
1123072000 1
1.0%
1123071000 1
1.0%
1123070500 1
1.0%
1123066000 1
1.0%
1123065000 1
1.0%
1123061000 1
1.0%
1123060000 1
1.0%
1123057000 1
1.0%

날짜
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2020050106
100 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020050106
2nd row2020050106
3rd row2020050106
4th row2020050106
5th row2020050106

Common Values

ValueCountFrequency (%)
2020050106 100
100.0%

Length

2023-12-10T20:12:06.624747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:06.752716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020050106 100
100.0%

3시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
86 
18
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row17
2nd row17
3rd row17
4th row17
5th row17

Common Values

ValueCountFrequency (%)
17 86
86.0%
18 14
 
14.0%

Length

2023-12-10T20:12:07.233042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:07.356390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 86
86.0%
18 14
 
14.0%

6시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
21
37 
20
34 
19
29 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row19
2nd row19
3rd row19
4th row19
5th row19

Common Values

ValueCountFrequency (%)
21 37
37.0%
20 34
34.0%
19 29
29.0%

Length

2023-12-10T20:12:07.486295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:07.600625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
21 37
37.0%
20 34
34.0%
19 29
29.0%

9시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
22
63 
23
37 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row22
2nd row22
3rd row22
4th row22
5th row22

Common Values

ValueCountFrequency (%)
22 63
63.0%
23 37
37.0%

Length

2023-12-10T20:12:07.725430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:07.843117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
22 63
63.0%
23 37
37.0%

12시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
21
61 
20
25 
22
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20
2nd row20
3rd row20
4th row20
5th row20

Common Values

ValueCountFrequency (%)
21 61
61.0%
20 25
25.0%
22 14
 
14.0%

Length

2023-12-10T20:12:07.955119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:08.080375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
21 61
61.0%
20 25
25.0%
22 14
 
14.0%

15시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
18
64 
17
27 
19
9 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row17
2nd row17
3rd row17
4th row17
5th row17

Common Values

ValueCountFrequency (%)
18 64
64.0%
17 27
27.0%
19 9
 
9.0%

Length

2023-12-10T20:12:08.206456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:08.321931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18 64
64.0%
17 27
27.0%
19 9
 
9.0%

18시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
54 
16
46 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16
2nd row16
3rd row16
4th row16
5th row16

Common Values

ValueCountFrequency (%)
17 54
54.0%
16 46
46.0%

Length

2023-12-10T20:12:08.452949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:08.590271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 54
54.0%
16 46
46.0%

21시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
50 
16
25 
18
25 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16
2nd row16
3rd row16
4th row16
5th row16

Common Values

ValueCountFrequency (%)
17 50
50.0%
16 25
25.0%
18 25
25.0%

Length

2023-12-10T20:12:08.717264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:08.831644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 50
50.0%
16 25
25.0%
18 25
25.0%

24시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
61 
16
39 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16
2nd row16
3rd row16
4th row16
5th row16

Common Values

ValueCountFrequency (%)
17 61
61.0%
16 39
39.0%

Length

2023-12-10T20:12:08.968670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:09.064976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 61
61.0%
16 39
39.0%

27시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
18
80 
19
14 
17
 
6

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row18
2nd row18
3rd row18
4th row18
5th row18

Common Values

ValueCountFrequency (%)
18 80
80.0%
19 14
 
14.0%
17 6
 
6.0%

Length

2023-12-10T20:12:09.167476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:09.288024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18 80
80.0%
19 14
 
14.0%
17 6
 
6.0%

30시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20
75 
19
25 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row19
2nd row19
3rd row19
4th row19
5th row19

Common Values

ValueCountFrequency (%)
20 75
75.0%
19 25
 
25.0%

Length

2023-12-10T20:12:09.442316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:09.547869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20 75
75.0%
19 25
 
25.0%

33시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
21
86 
22
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row21
2nd row21
3rd row21
4th row21
5th row21

Common Values

ValueCountFrequency (%)
21 86
86.0%
22 14
 
14.0%

Length

2023-12-10T20:12:09.682826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:09.841813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
21 86
86.0%
22 14
 
14.0%

36시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
19
52 
20
48 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row19
2nd row19
3rd row19
4th row19
5th row19

Common Values

ValueCountFrequency (%)
19 52
52.0%
20 48
48.0%

Length

2023-12-10T20:12:09.993043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:10.121879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
19 52
52.0%
20 48
48.0%

39시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
18
52 
17
34 
19
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row17
2nd row17
3rd row17
4th row17
5th row17

Common Values

ValueCountFrequency (%)
18 52
52.0%
17 34
34.0%
19 14
 
14.0%

Length

2023-12-10T20:12:10.267187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:10.422928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18 52
52.0%
17 34
34.0%
19 14
 
14.0%

42시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
71 
16
29 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16
2nd row16
3rd row16
4th row16
5th row16

Common Values

ValueCountFrequency (%)
17 71
71.0%
16 29
29.0%

Length

2023-12-10T20:12:10.558124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:10.710802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 71
71.0%
16 29
29.0%

45시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
48 
16
27 
15
25 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row15
2nd row15
3rd row15
4th row15
5th row15

Common Values

ValueCountFrequency (%)
17 48
48.0%
16 27
27.0%
15 25
25.0%

Length

2023-12-10T20:12:10.859482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:10.966346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 48
48.0%
16 27
27.0%
15 25
25.0%

48시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
16
54 
17
46 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16
2nd row16
3rd row16
4th row16
5th row16

Common Values

ValueCountFrequency (%)
16 54
54.0%
17 46
46.0%

Length

2023-12-10T20:12:11.106767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:11.221282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
16 54
54.0%
17 46
46.0%

51시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
18
63 
19
37 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row18
2nd row18
3rd row18
4th row18
5th row18

Common Values

ValueCountFrequency (%)
18 63
63.0%
19 37
37.0%

Length

2023-12-10T20:12:11.344143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:11.470424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18 63
63.0%
19 37
37.0%

54시간 후 예측
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
19
63 
20
23 
21
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row19
2nd row19
3rd row19
4th row19
5th row19

Common Values

ValueCountFrequency (%)
19 63
63.0%
20 23
 
23.0%
21 14
 
14.0%

Length

2023-12-10T20:12:11.589207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:11.694585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
19 63
63.0%
20 23
 
23.0%
21 14
 
14.0%

57시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
21
62 
20
38 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row21
2nd row21
3rd row21
4th row21
5th row21

Common Values

ValueCountFrequency (%)
21 62
62.0%
20 38
38.0%

Length

2023-12-10T20:12:11.820840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:11.947989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
21 62
62.0%
20 38
38.0%

60시간 후 예측
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20
100 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20
2nd row20
3rd row20
4th row20
5th row20

Common Values

ValueCountFrequency (%)
20 100
100.0%

Length

2023-12-10T20:12:12.065967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:12.196707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20 100
100.0%

63시간 후 예측
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
19
96 
18
 
4

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row19
2nd row19
3rd row19
4th row19
5th row19

Common Values

ValueCountFrequency (%)
19 96
96.0%
18 4
 
4.0%

Length

2023-12-10T20:12:12.321488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:12.421426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
19 96
96.0%
18 4
 
4.0%

66시간 후 예측
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
17
84 
18
16 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row17
2nd row17
3rd row17
4th row17
5th row17

Common Values

ValueCountFrequency (%)
17 84
84.0%
18 16
 
16.0%

Length

2023-12-10T20:12:12.529078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:12:12.654139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
17 84
84.0%
18 16
 
16.0%

Sample

지수코드지점번호날짜3시간 후 예측6시간 후 예측9시간 후 예측12시간 후 예측15시간 후 예측18시간 후 예측21시간 후 예측24시간 후 예측27시간 후 예측30시간 후 예측33시간 후 예측36시간 후 예측39시간 후 예측42시간 후 예측45시간 후 예측48시간 후 예측51시간 후 예측54시간 후 예측57시간 후 예측60시간 후 예측63시간 후 예측66시간 후 예측
0A201100000000202005010617192220171616161819211917161516181921201917
1A201111000000202005010617192220171616161819211917161516181921201917
2A201111051500202005010617192220171616161819211917161516181921201917
3A201111053000202005010617192220171616161819211917161516181921201917
4A201111054000202005010617192220171616161819211917161516181921201917
5A201111055000202005010617192220171616161819211917161516181921201917
6A201111056000202005010617192220171616161819211917161516181921201917
7A201111057000202005010617192220171616161819211917161516181921201917
8A201111058000202005010617192220171616161819211917161516181921201917
9A201111060000202005010617192220171616161819211917161516181921201917
지수코드지점번호날짜3시간 후 예측6시간 후 예측9시간 후 예측12시간 후 예측15시간 후 예측18시간 후 예측21시간 후 예측24시간 후 예측27시간 후 예측30시간 후 예측33시간 후 예측36시간 후 예측39시간 후 예측42시간 후 예측45시간 후 예측48시간 후 예측51시간 후 예측54시간 후 예측57시간 후 예측60시간 후 예측63시간 후 예측66시간 후 예측
90A201123057000202005010617202221181718171820212018171716181920201917
91A201123060000202005010617202221181718171820212018171716181920201917
92A201123061000202005010617202221181718171820212018171716181920201917
93A201123065000202005010617202221181718171820212018171716181920201917
94A201123066000202005010617202221181718171820212018171716181920201917
95A201123070500202005010617202221181718171820212018171716181920201917
96A201123071000202005010617202221181718171820212018171716181920201917
97A201123072000202005010617202221181718171820212018171716181920201917
98A201123073000202005010617202221181718171820212018171716181920201917
99A201123074000202005010617202221181718171820212018171716181920201917