Overview

Dataset statistics

Number of variables12
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.7 KiB
Average record size in memory109.3 B

Variable types

Categorical3
Numeric9

Dataset

Description샘플 데이터
Author한국기상산업기술원
URLhttps://www.bigdata-environment.kr/user/data_market/detail.do?id=24c870c0-0c44-11ef-85f6-452b6973a399

Alerts

has constant value ""Constant
has constant value ""Constant
풍속 is highly overall correlated with 풍력발전량 and 4 other fieldsHigh correlation
풍력발전량 is highly overall correlated with 풍속 and 4 other fieldsHigh correlation
모델풍속(wrf) is highly overall correlated with 풍속 and 4 other fieldsHigh correlation
모델풍력발전량(wrf) is highly overall correlated with 풍속 and 4 other fieldsHigh correlation
모델풍속(oml) is highly overall correlated with 풍속 and 4 other fieldsHigh correlation
모델풍력발전량(oml) is highly overall correlated with 풍속 and 4 other fieldsHigh correlation
모델풍속(wrf) has unique valuesUnique
모델풍속(oml) has unique valuesUnique
시간 has 5 (5.0%) zerosZeros
풍력발전량 has 7 (7.0%) zerosZeros
모델풍력발전량(wrf) has 15 (15.0%) zerosZeros
모델풍력발전량(oml) has 3 (3.0%) zerosZeros

Reproduction

Analysis started2024-05-11 10:54:02.343783
Analysis finished2024-05-11 10:54:29.268559
Duration26.92 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables


Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2012
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2012
2nd row2012
3rd row2012
4th row2012
5th row2012

Common Values

ValueCountFrequency (%)
2012 100
100.0%

Length

2024-05-11T10:54:29.469460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T10:54:29.755838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2012 100
100.0%


Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
12
100 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row12
2nd row12
3rd row12
4th row12
5th row12

Common Values

ValueCountFrequency (%)
12 100
100.0%

Length

2024-05-11T10:54:30.060649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T10:54:30.355389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
12 100
100.0%


Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
24 
2
24 
3
24 
4
24 
5

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 24
24.0%
2 24
24.0%
3 24
24.0%
4 24
24.0%
5 4
 
4.0%

Length

2024-05-11T10:54:30.691483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T10:54:31.020440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 24
24.0%
2 24
24.0%
3 24
24.0%
4 24
24.0%
5 4
 
4.0%

시간
Real number (ℝ)

ZEROS 

Distinct24
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.1
Minimum0
Maximum23
Zeros5
Zeros (%)5.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:31.417435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.95
Q15
median11
Q317
95-th percentile22
Maximum23
Range23
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.0988689
Coefficient of variation (CV)0.63953774
Kurtosis-1.2463386
Mean11.1
Median Absolute Deviation (MAD)6
Skewness0.053106017
Sum1110
Variance50.393939
MonotonicityNot monotonic
2024-05-11T10:54:31.792341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0 5
 
5.0%
2 5
 
5.0%
3 5
 
5.0%
1 5
 
5.0%
14 4
 
4.0%
23 4
 
4.0%
22 4
 
4.0%
21 4
 
4.0%
20 4
 
4.0%
19 4
 
4.0%
Other values (14) 56
56.0%
ValueCountFrequency (%)
0 5
5.0%
1 5
5.0%
2 5
5.0%
3 5
5.0%
4 4
4.0%
5 4
4.0%
6 4
4.0%
7 4
4.0%
8 4
4.0%
9 4
4.0%
ValueCountFrequency (%)
23 4
4.0%
22 4
4.0%
21 4
4.0%
20 4
4.0%
19 4
4.0%
18 4
4.0%
17 4
4.0%
16 4
4.0%
15 4
4.0%
14 4
4.0%

풍속
Real number (ℝ)

HIGH CORRELATION 

Distinct98
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.21857
Minimum0.577
Maximum23.33
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:32.185648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.577
5-th percentile1.60215
Q16.146
median9.45
Q313.24
95-th percentile20.8755
Maximum23.33
Range22.753
Interquartile range (IQR)7.094

Descriptive statistics

Standard deviation5.6508257
Coefficient of variation (CV)0.55299574
Kurtosis-0.26720143
Mean10.21857
Median Absolute Deviation (MAD)3.6875
Skewness0.54958515
Sum1021.857
Variance31.931831
MonotonicityNot monotonic
2024-05-11T10:54:32.682906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9.4 2
 
2.0%
9.49 2
 
2.0%
19.63 1
 
1.0%
20.26 1
 
1.0%
22.16 1
 
1.0%
22.74 1
 
1.0%
23.33 1
 
1.0%
22.77 1
 
1.0%
19.75 1
 
1.0%
20.85 1
 
1.0%
Other values (88) 88
88.0%
ValueCountFrequency (%)
0.577 1
1.0%
0.722 1
1.0%
0.929 1
1.0%
0.975 1
1.0%
1.244 1
1.0%
1.621 1
1.0%
2.204 1
1.0%
3.028 1
1.0%
3.309 1
1.0%
3.452 1
1.0%
ValueCountFrequency (%)
23.33 1
1.0%
22.77 1
1.0%
22.74 1
1.0%
22.16 1
1.0%
21.36 1
1.0%
20.85 1
1.0%
20.58 1
1.0%
20.46 1
1.0%
20.26 1
1.0%
20.05 1
1.0%

풍력발전량
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct17
Distinct (%)17.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3338.8104
Minimum0
Maximum5563.73
Zeros7
Zeros (%)7.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:33.199640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11072.29
median3525.01
Q35563.73
95-th percentile5563.73
Maximum5563.73
Range5563.73
Interquartile range (IQR)4491.44

Descriptive statistics

Standard deviation2219.3589
Coefficient of variation (CV)0.66471545
Kurtosis-1.6076058
Mean3338.8104
Median Absolute Deviation (MAD)2038.72
Skewness-0.3033819
Sum333881.04
Variance4925553.8
MonotonicityNot monotonic
2024-05-11T10:54:33.688672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5563.73 39
39.0%
3525.01 10
 
10.0%
0.0 7
 
7.0%
819.88 6
 
6.0%
1698.0 5
 
5.0%
1361.68 4
 
4.0%
1072.29 4
 
4.0%
278.59 4
 
4.0%
47.78 3
 
3.0%
4114.19 3
 
3.0%
Other values (7) 15
 
15.0%
ValueCountFrequency (%)
0.0 7
7.0%
47.78 3
3.0%
151.3 2
 
2.0%
278.59 4
4.0%
608.73 2
 
2.0%
819.88 6
6.0%
1072.29 4
4.0%
1361.68 4
4.0%
1698.0 5
5.0%
2079.88 1
 
1.0%
ValueCountFrequency (%)
5563.73 39
39.0%
5379.02 3
 
3.0%
4727.44 3
 
3.0%
4114.19 3
 
3.0%
3525.01 10
 
10.0%
2981.39 2
 
2.0%
2508.97 2
 
2.0%
2079.88 1
 
1.0%
1698.0 5
 
5.0%
1361.68 4
 
4.0%

모델풍속(wrf)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.1125798
Minimum0.8717
Maximum17.006
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:34.334603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.8717
5-th percentile2.1376925
Q13.6918
median7.659525
Q312.0512
95-th percentile15.44834
Maximum17.006
Range16.1343
Interquartile range (IQR)8.3594

Descriptive statistics

Standard deviation4.60228
Coefficient of variation (CV)0.56730166
Kurtosis-1.1515565
Mean8.1125798
Median Absolute Deviation (MAD)4.0016
Skewness0.30988055
Sum811.25798
Variance21.180981
MonotonicityNot monotonic
2024-05-11T10:54:34.865394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.224 1
 
1.0%
14.709 1
 
1.0%
14.7995 1
 
1.0%
15.2605 1
 
1.0%
14.271 1
 
1.0%
15.2955 1
 
1.0%
14.8975 1
 
1.0%
17.006 1
 
1.0%
16.665 1
 
1.0%
16.622 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
0.8717 1
1.0%
1.8068 1
1.0%
1.8564 1
1.0%
1.9581 1
1.0%
2.1157 1
1.0%
2.13885 1
1.0%
2.21875 1
1.0%
2.2443 1
1.0%
2.3699 1
1.0%
2.4585 1
1.0%
ValueCountFrequency (%)
17.006 1
1.0%
16.665 1
1.0%
16.622 1
1.0%
16.303 1
1.0%
15.5498 1
1.0%
15.443 1
1.0%
15.2955 1
1.0%
15.2605 1
1.0%
15.2265 1
1.0%
15.2115 1
1.0%

모델풍력발전량(wrf)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct18
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2593.0458
Minimum0
Maximum5563.73
Zeros15
Zeros (%)15.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:35.353805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1151.3
median2079.88
Q35563.73
95-th percentile5563.73
Maximum5563.73
Range5563.73
Interquartile range (IQR)5412.43

Descriptive statistics

Standard deviation2338.4656
Coefficient of variation (CV)0.90182193
Kurtosis-1.693861
Mean2593.0458
Median Absolute Deviation (MAD)2079.88
Skewness0.22895248
Sum259304.58
Variance5468421.2
MonotonicityNot monotonic
2024-05-11T10:54:35.840809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5563.73 27
27.0%
0.0 15
15.0%
151.3 8
 
8.0%
2508.97 7
 
7.0%
47.78 5
 
5.0%
5379.02 5
 
5.0%
1361.68 5
 
5.0%
4727.44 4
 
4.0%
2079.88 4
 
4.0%
1698.0 3
 
3.0%
Other values (8) 17
17.0%
ValueCountFrequency (%)
0.0 15
15.0%
47.78 5
 
5.0%
151.3 8
8.0%
278.59 3
 
3.0%
430.53 3
 
3.0%
608.73 3
 
3.0%
819.88 1
 
1.0%
1072.29 2
 
2.0%
1361.68 5
 
5.0%
1698.0 3
 
3.0%
ValueCountFrequency (%)
5563.73 27
27.0%
5379.02 5
 
5.0%
4727.44 4
 
4.0%
4114.19 1
 
1.0%
3525.01 2
 
2.0%
2981.39 2
 
2.0%
2508.97 7
 
7.0%
2079.88 4
 
4.0%
1698.0 3
 
3.0%
1361.68 5
 
5.0%

모델풍속(oml)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.9240435
Minimum2.9553
Maximum28.834
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:36.433133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.9553
5-th percentile3.7460475
Q15.9529125
median8.653525
Q312.53275
95-th percentile18.761975
Maximum28.834
Range25.8787
Interquartile range (IQR)6.5798375

Descriptive statistics

Standard deviation5.2207429
Coefficient of variation (CV)0.52607014
Kurtosis1.5258669
Mean9.9240435
Median Absolute Deviation (MAD)3.315275
Skewness1.149129
Sum992.40435
Variance27.256157
MonotonicityNot monotonic
2024-05-11T10:54:36.966435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9.678 1
 
1.0%
28.834 1
 
1.0%
16.0545 1
 
1.0%
15.983 1
 
1.0%
18.7365 1
 
1.0%
15.056 1
 
1.0%
18.6945 1
 
1.0%
12.4852 1
 
1.0%
17.114 1
 
1.0%
20.831 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
2.9553 1
1.0%
3.208 1
1.0%
3.3925 1
1.0%
3.5982 1
1.0%
3.5997 1
1.0%
3.75375 1
1.0%
3.8003 1
1.0%
4.2369 1
1.0%
4.2575 1
1.0%
4.29665 1
1.0%
ValueCountFrequency (%)
28.834 1
1.0%
25.8805 1
1.0%
24.6555 1
1.0%
20.831 1
1.0%
19.246 1
1.0%
18.7365 1
1.0%
18.6945 1
1.0%
17.915 1
1.0%
17.7405 1
1.0%
17.114 1
1.0%

모델풍력발전량(oml)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct18
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3072.9358
Minimum0
Maximum5563.73
Zeros3
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:37.327010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile146.124
Q1819.88
median2981.39
Q35563.73
95-th percentile5563.73
Maximum5563.73
Range5563.73
Interquartile range (IQR)4743.85

Descriptive statistics

Standard deviation2289.5092
Coefficient of variation (CV)0.74505598
Kurtosis-1.8124929
Mean3072.9358
Median Absolute Deviation (MAD)2550.86
Skewness-0.025966287
Sum307293.58
Variance5241852.4
MonotonicityNot monotonic
2024-05-11T10:54:37.825884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5563.73 36
36.0%
1072.29 9
 
9.0%
430.53 6
 
6.0%
5379.02 5
 
5.0%
819.88 5
 
5.0%
1361.68 5
 
5.0%
151.3 4
 
4.0%
2981.39 4
 
4.0%
608.73 4
 
4.0%
278.59 4
 
4.0%
Other values (8) 18
18.0%
ValueCountFrequency (%)
0.0 3
 
3.0%
47.78 2
 
2.0%
151.3 4
4.0%
278.59 4
4.0%
430.53 6
6.0%
608.73 4
4.0%
819.88 5
5.0%
1072.29 9
9.0%
1361.68 5
5.0%
1698.0 1
 
1.0%
ValueCountFrequency (%)
5563.73 36
36.0%
5379.02 5
 
5.0%
4727.44 2
 
2.0%
4114.19 3
 
3.0%
3525.01 1
 
1.0%
2981.39 4
 
4.0%
2508.97 3
 
3.0%
2079.88 3
 
3.0%
1698.0 1
 
1.0%
1361.68 5
 
5.0%

초단기실황풍속
Real number (ℝ)

Distinct43
Distinct (%)43.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.502
Minimum0.3
Maximum6.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:38.208487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.3
5-th percentile0.7
Q11.275
median1.8
Q33.7
95-th percentile5.205
Maximum6.4
Range6.1
Interquartile range (IQR)2.425

Descriptive statistics

Standard deviation1.5659237
Coefficient of variation (CV)0.6258688
Kurtosis-0.83602456
Mean2.502
Median Absolute Deviation (MAD)0.85
Skewness0.65866574
Sum250.2
Variance2.4521172
MonotonicityNot monotonic
2024-05-11T10:54:38.692162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
1.0 7
 
7.0%
1.5 5
 
5.0%
1.7 5
 
5.0%
1.8 5
 
5.0%
1.1 5
 
5.0%
0.9 5
 
5.0%
3.5 5
 
5.0%
1.3 4
 
4.0%
4.1 4
 
4.0%
2.3 4
 
4.0%
Other values (33) 51
51.0%
ValueCountFrequency (%)
0.3 1
 
1.0%
0.4 1
 
1.0%
0.5 1
 
1.0%
0.6 1
 
1.0%
0.7 2
 
2.0%
0.8 1
 
1.0%
0.9 5
5.0%
1.0 7
7.0%
1.1 5
5.0%
1.2 1
 
1.0%
ValueCountFrequency (%)
6.4 1
 
1.0%
5.8 1
 
1.0%
5.6 1
 
1.0%
5.4 1
 
1.0%
5.3 1
 
1.0%
5.2 2
2.0%
5.1 2
2.0%
5.0 1
 
1.0%
4.9 2
2.0%
4.7 3
3.0%

천리안위성풍속
Real number (ℝ)

Distinct95
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6074216
Minimum0.748499
Maximum2.267223
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2024-05-11T10:54:39.103349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.748499
5-th percentile1.1257976
Q11.4574362
median1.6204355
Q31.8138737
95-th percentile2.0166759
Maximum2.267223
Range1.518724
Interquartile range (IQR)0.3564375

Descriptive statistics

Standard deviation0.28034285
Coefficient of variation (CV)0.1744053
Kurtosis0.30072466
Mean1.6074216
Median Absolute Deviation (MAD)0.1851275
Skewness-0.41764773
Sum160.74216
Variance0.078592113
MonotonicityNot monotonic
2024-05-11T10:54:39.585030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.328636 2
 
2.0%
1.824299 2
 
2.0%
1.549536 2
 
2.0%
1.474866 2
 
2.0%
1.411673 2
 
2.0%
1.866959 1
 
1.0%
1.322923 1
 
1.0%
2.006294 1
 
1.0%
1.50659 1
 
1.0%
1.303883 1
 
1.0%
Other values (85) 85
85.0%
ValueCountFrequency (%)
0.748499 1
1.0%
0.957166 1
1.0%
0.984919 1
1.0%
1.000753 1
1.0%
1.100482 1
1.0%
1.12713 1
1.0%
1.154852 1
1.0%
1.200504 1
1.0%
1.200526 1
1.0%
1.208689 1
1.0%
ValueCountFrequency (%)
2.267223 1
1.0%
2.148402 1
1.0%
2.135675 1
1.0%
2.065273 1
1.0%
2.036529 1
1.0%
2.015631 1
1.0%
2.006294 1
1.0%
1.953838 1
1.0%
1.949006 1
1.0%
1.940429 1
1.0%

Interactions

2024-05-11T10:54:25.914559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:06.464696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:08.796738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:11.156167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:13.509583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:15.828125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:18.574739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:21.181889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:23.347599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:26.157631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:06.743242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:09.027961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:11.399975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:13.702938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:16.099245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:18.794629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T10:54:21.431173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/