Overview

Dataset statistics

Number of variables34
Number of observations1365
Missing cells8746
Missing cells (%)18.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory402.7 KiB
Average record size in memory302.1 B

Variable types

Categorical7
Numeric23
DateTime1
Unsupported3

Dataset

Description부산광역시_도시열섬통합관리시스템기상청관측정보_20230930
Author부산광역시
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15120944

Alerts

기상대코드 has constant value ""Constant
기상대명 has constant value ""Constant
위치 has constant value ""Constant
위도 has constant value ""Constant
경도 has constant value ""Constant
해발고도 has constant value ""Constant
장비명 has constant value ""Constant
전운량 has 67 (4.9%) missing valuesMissing
중하층운량 has 67 (4.9%) missing valuesMissing
최저운고 has 393 (28.8%) missing valuesMissing
현재일기 has 1062 (77.8%) missing valuesMissing
일강수량 has 841 (61.6%) missing valuesMissing
일사 has 567 (41.5%) missing valuesMissing
일조 has 566 (41.5%) missing valuesMissing
적설 has 1365 (100.0%) missing valuesMissing
강수량 has 1088 (79.7%) missing valuesMissing
적설_1 has 1365 (100.0%) missing valuesMissing
적설_2 has 1365 (100.0%) missing valuesMissing
날짜 및 시간 has unique valuesUnique
날짜 및 시간_24시 has unique valuesUnique
적설 is an unsupported type, check if it needs cleaning or further analysisUnsupported
적설_1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
적설_2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전운량 has 109 (8.0%) zerosZeros
중하층운량 has 313 (22.9%) zerosZeros
일강수량 has 99 (7.3%) zerosZeros
일사 has 34 (2.5%) zerosZeros
일조 has 365 (26.7%) zerosZeros
강수량 has 79 (5.8%) zerosZeros
풍향 has 26 (1.9%) zerosZeros

Reproduction

Analysis started2023-12-10 16:16:23.537296
Analysis finished2023-12-10 16:16:23.955830
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기상대코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
159
1365 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row159
2nd row159
3rd row159
4th row159
5th row159

Common Values

ValueCountFrequency (%)
159 1365
100.0%

Length

2023-12-11T01:16:24.051160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:24.185421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
159 1365
100.0%

기상대명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
부산
1365 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
부산 1365
100.0%

Length

2023-12-11T01:16:24.317128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:24.437578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산 1365
100.0%

위치
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
부산광역시 중구 대청동1가
1365 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 중구 대청동1가
2nd row부산광역시 중구 대청동1가
3rd row부산광역시 중구 대청동1가
4th row부산광역시 중구 대청동1가
5th row부산광역시 중구 대청동1가

Common Values

ValueCountFrequency (%)
부산광역시 중구 대청동1가 1365
100.0%

Length

2023-12-11T01:16:24.567298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:24.666306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 1365
33.3%
중구 1365
33.3%
대청동1가 1365
33.3%

위도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
35.10468
1365 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row35.10468
2nd row35.10468
3rd row35.10468
4th row35.10468
5th row35.10468

Common Values

ValueCountFrequency (%)
35.10468 1365
100.0%

Length

2023-12-11T01:16:24.814766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:24.933764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
35.10468 1365
100.0%

경도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
129.03203
1365 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row129.03203
2nd row129.03203
3rd row129.03203
4th row129.03203
5th row129.03203

Common Values

ValueCountFrequency (%)
129.03203 1365
100.0%

Length

2023-12-11T01:16:25.055587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:25.180873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
129.03203 1365
100.0%

해발고도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
69.56
1365 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row69.56
2nd row69.56
3rd row69.56
4th row69.56
5th row69.56

Common Values

ValueCountFrequency (%)
69.56 1365
100.0%

Length

2023-12-11T01:16:25.312132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:25.425027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
69.56 1365
100.0%

장비명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
종관기상관측장비
1365 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
종관기상관측장비 1365
100.0%

Length

2023-12-11T01:16:25.532441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:16:25.628131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
종관기상관측장비 1365
100.0%

전운량
Real number (ℝ)

MISSING  ZEROS 

Distinct11
Distinct (%)0.8%
Missing67
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean6.44453
Minimum0
Maximum10
Zeros109
Zeros (%)8.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:25.755788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median7
Q310
95-th percentile10
Maximum10
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.3808051
Coefficient of variation (CV)0.52460071
Kurtosis-0.978485
Mean6.44453
Median Absolute Deviation (MAD)3
Skewness-0.60043784
Sum8365
Variance11.429843
MonotonicityNot monotonic
2023-12-11T01:16:25.911602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
10 363
26.6%
8 151
11.1%
7 132
 
9.7%
9 114
 
8.4%
0 109
 
8.0%
6 99
 
7.3%
3 79
 
5.8%
2 77
 
5.6%
4 66
 
4.8%
5 55
 
4.0%
(Missing) 67
 
4.9%
ValueCountFrequency (%)
0 109
8.0%
1 53
 
3.9%
2 77
5.6%
3 79
5.8%
4 66
4.8%
5 55
 
4.0%
6 99
7.3%
7 132
9.7%
8 151
11.1%
9 114
8.4%
ValueCountFrequency (%)
10 363
26.6%
9 114
 
8.4%
8 151
11.1%
7 132
 
9.7%
6 99
 
7.3%
5 55
 
4.0%
4 66
 
4.8%
3 79
 
5.8%
2 77
 
5.6%
1 53
 
3.9%

중하층운량
Real number (ℝ)

MISSING  ZEROS 

Distinct11
Distinct (%)0.8%
Missing67
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean4.0885978
Minimum0
Maximum10
Zeros313
Zeros (%)22.9%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:26.062800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q37
95-th percentile9
Maximum10
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.3441523
Coefficient of variation (CV)0.81792156
Kurtosis-1.4323984
Mean4.0885978
Median Absolute Deviation (MAD)3
Skewness0.15838459
Sum5307
Variance11.183355
MonotonicityNot monotonic
2023-12-11T01:16:26.219053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 313
22.9%
8 127
9.3%
7 127
9.3%
9 121
 
8.9%
6 113
 
8.3%
1 108
 
7.9%
2 107
 
7.8%
3 95
 
7.0%
4 87
 
6.4%
5 64
 
4.7%
(Missing) 67
 
4.9%
ValueCountFrequency (%)
0 313
22.9%
1 108
 
7.9%
2 107
 
7.8%
3 95
 
7.0%
4 87
 
6.4%
5 64
 
4.7%
6 113
 
8.3%
7 127
9.3%
8 127
9.3%
9 121
 
8.9%
ValueCountFrequency (%)
10 36
 
2.6%
9 121
8.9%
8 127
9.3%
7 127
9.3%
6 113
8.3%
5 64
4.7%
4 87
6.4%
3 95
7.0%
2 107
7.8%
1 108
7.9%

최저운고
Real number (ℝ)

MISSING 

Distinct58
Distinct (%)6.0%
Missing393
Missing (%)28.8%
Infinite0
Infinite (%)0.0%
Mean10.197531
Minimum1
Maximum75
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:26.396894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q310
95-th percentile42
Maximum75
Range74
Interquartile range (IQR)7

Descriptive statistics

Standard deviation12.605398
Coefficient of variation (CV)1.2361226
Kurtosis7.5339948
Mean10.197531
Median Absolute Deviation (MAD)4
Skewness2.7032863
Sum9912
Variance158.89606
MonotonicityNot monotonic
2023-12-11T01:16:26.606750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10 117
 
8.6%
2 103
 
7.5%
3 98
 
7.2%
5 79
 
5.8%
1 77
 
5.6%
4 75
 
5.5%
6 67
 
4.9%
8 66
 
4.8%
7 43
 
3.2%
11 29
 
2.1%
Other values (48) 218
16.0%
(Missing) 393
28.8%
ValueCountFrequency (%)
1 77
5.6%
2 103
7.5%
3 98
7.2%
4 75
5.5%
5 79
5.8%
6 67
4.9%
7 43
 
3.2%
8 66
4.8%
9 27
 
2.0%
10 117
8.6%
ValueCountFrequency (%)
75 1
 
0.1%
74 1
 
0.1%
73 1
 
0.1%
71 1
 
0.1%
70 2
0.1%
66 3
0.2%
65 1
 
0.1%
64 2
0.1%
62 2
0.1%
59 1
 
0.1%

현재일기
Real number (ℝ)

MISSING 

Distinct18
Distinct (%)5.9%
Missing1062
Missing (%)77.8%
Infinite0
Infinite (%)0.0%
Mean44.768977
Minimum10
Maximum97
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:26.802194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile10
Q121
median60
Q361
95-th percentile65
Maximum97
Range87
Interquartile range (IQR)40

Descriptive statistics

Standard deviation22.941318
Coefficient of variation (CV)0.51243784
Kurtosis-1.2160007
Mean44.768977
Median Absolute Deviation (MAD)5
Skewness-0.1530186
Sum13565
Variance526.30407
MonotonicityNot monotonic
2023-12-11T01:16:26.943864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
21 81
 
5.9%
60 62
 
4.5%
61 52
 
3.8%
10 33
 
2.4%
63 32
 
2.3%
65 10
 
0.7%
92 7
 
0.5%
51 5
 
0.4%
28 4
 
0.3%
62 4
 
0.3%
Other values (8) 13
 
1.0%
(Missing) 1062
77.8%
ValueCountFrequency (%)
10 33
2.4%
20 3
 
0.2%
21 81
5.9%
28 4
 
0.3%
29 1
 
0.1%
45 1
 
0.1%
50 3
 
0.2%
51 5
 
0.4%
53 1
 
0.1%
60 62
4.5%
ValueCountFrequency (%)
97 2
 
0.1%
95 1
 
0.1%
92 7
 
0.5%
91 1
 
0.1%
65 10
 
0.7%
63 32
2.3%
62 4
 
0.3%
61 52
3.8%
60 62
4.5%
53 1
 
0.1%

일강수량
Real number (ℝ)

MISSING  ZEROS 

Distinct159
Distinct (%)30.3%
Missing841
Missing (%)61.6%
Infinite0
Infinite (%)0.0%
Mean18.824618
Minimum0
Maximum259.2
Zeros99
Zeros (%)7.3%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:27.113217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.4
median7.4
Q318.8
95-th percentile85.5
Maximum259.2
Range259.2
Interquartile range (IQR)18.4

Descriptive statistics

Standard deviation37.295306
Coefficient of variation (CV)1.9811985
Kurtosis19.30042
Mean18.824618
Median Absolute Deviation (MAD)7.05
Skewness3.9512066
Sum9864.1
Variance1390.9398
MonotonicityNot monotonic
2023-12-11T01:16:27.350721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 99
 
7.3%
7.9 23
 
1.7%
0.2 22
 
1.6%
29.5 16
 
1.2%
7.8 16
 
1.2%
1.2 13
 
1.0%
9.8 12
 
0.9%
4.0 11
 
0.8%
2.2 11
 
0.8%
0.6 11
 
0.8%
Other values (149) 290
 
21.2%
(Missing) 841
61.6%
ValueCountFrequency (%)
0.0 99
7.3%
0.1 2
 
0.1%
0.2 22
 
1.6%
0.3 2
 
0.1%
0.4 7
 
0.5%
0.5 8
 
0.6%
0.6 11
 
0.8%
0.7 5
 
0.4%
0.8 2
 
0.1%
0.9 1
 
0.1%
ValueCountFrequency (%)
259.2 1
 
0.1%
257.5 1
 
0.1%
256.6 2
0.1%
253.2 1
 
0.1%
242.9 1
 
0.1%
212.8 1
 
0.1%
196.6 1
 
0.1%
133.9 1
 
0.1%
121.1 1
 
0.1%
117.4 3
0.2%

이슬점
Real number (ℝ)

Distinct128
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.145348
Minimum11.4
Maximum25.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:27.512505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11.4
5-th percentile16.1
Q120.2
median21.7
Q322.8
95-th percentile24
Maximum25.8
Range14.4
Interquartile range (IQR)2.6

Descriptive statistics

Standard deviation2.4276636
Coefficient of variation (CV)0.1148084
Kurtosis2.1650357
Mean21.145348
Median Absolute Deviation (MAD)1.3
Skewness-1.3769935
Sum28863.4
Variance5.8935506
MonotonicityNot monotonic
2023-12-11T01:16:28.010430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22.4 44
 
3.2%
22.9 39
 
2.9%
22.6 38
 
2.8%
22.5 33
 
2.4%
23.4 32
 
2.3%
21.7 32
 
2.3%
20.9 30
 
2.2%
22.7 30
 
2.2%
22.3 30
 
2.2%
22.0 29
 
2.1%
Other values (118) 1028
75.3%
ValueCountFrequency (%)
11.4 1
 
0.1%
11.5 1
 
0.1%
12.1 2
0.1%
12.2 3
0.2%
12.3 1
 
0.1%
12.4 1
 
0.1%
12.5 1
 
0.1%
12.7 2
0.1%
12.9 2
0.1%
13.0 1
 
0.1%
ValueCountFrequency (%)
25.8 1
 
0.1%
25.6 1
 
0.1%
25.5 1
 
0.1%
25.4 2
0.1%
25.3 2
0.1%
25.1 3
0.2%
25.0 1
 
0.1%
24.7 3
0.2%
24.6 2
0.1%
24.5 4
0.3%

날짜 및 시간
Date

UNIQUE 

Distinct1365
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size10.8 KiB
Minimum2023-07-01 00:00:00
Maximum2023-09-30 23:00:00
2023-12-11T01:16:28.234896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:16:28.442936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

증기압
Real number (ℝ)

Distinct128
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.318828
Minimum13.5
Maximum33.2
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:28.646469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum13.5
5-th percentile18.3
Q123.7
median26
Q327.7
95-th percentile29.8
Maximum33.2
Range19.7
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.4607843
Coefficient of variation (CV)0.13668817
Kurtosis0.91075186
Mean25.318828
Median Absolute Deviation (MAD)2
Skewness-0.95285626
Sum34560.2
Variance11.977028
MonotonicityNot monotonic
2023-12-11T01:16:28.859772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
27.1 44
 
3.2%
27.9 39
 
2.9%
27.4 38
 
2.8%
27.2 33
 
2.4%
28.8 32
 
2.3%
26.0 32
 
2.3%
24.7 30
 
2.2%
27.6 30
 
2.2%
26.9 30
 
2.2%
26.4 29
 
2.1%
Other values (118) 1028
75.3%
ValueCountFrequency (%)
13.5 1
 
0.1%
13.6 1
 
0.1%
14.1 2
0.1%
14.2 3
0.2%
14.3 1
 
0.1%
14.4 1
 
0.1%
14.5 1
 
0.1%
14.7 2
0.1%
14.9 2
0.1%
15.0 1
 
0.1%
ValueCountFrequency (%)
33.2 1
 
0.1%
32.8 1
 
0.1%
32.6 1
 
0.1%
32.4 2
0.1%
32.2 2
0.1%
31.9 3
0.2%
31.7 1
 
0.1%
31.1 3
0.2%
30.9 2
0.1%
30.7 4
0.3%

지면온도
Real number (ℝ)

Distinct266
Distinct (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.928352
Minimum20.2
Maximum60.7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:29.083533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20.2
5-th percentile23.9
Q126
median27.8
Q331.3
95-th percentile43.6
Maximum60.7
Range40.5
Interquartile range (IQR)5.3

Descriptive statistics

Standard deviation6.3743721
Coefficient of variation (CV)0.21298774
Kurtosis3.7821003
Mean29.928352
Median Absolute Deviation (MAD)2.1
Skewness1.88686
Sum40852.2
Variance40.632619
MonotonicityNot monotonic
2023-12-11T01:16:29.300211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26.0 24
 
1.8%
27.1 24
 
1.8%
27.7 24
 
1.8%
25.2 23
 
1.7%
26.4 23
 
1.7%
27.6 23
 
1.7%
27.5 22
 
1.6%
26.1 21
 
1.5%
26.7 21
 
1.5%
25.8 21
 
1.5%
Other values (256) 1139
83.4%
ValueCountFrequency (%)
20.2 1
 
0.1%
20.6 1
 
0.1%
20.8 1
 
0.1%
21.0 1
 
0.1%
21.2 2
0.1%
21.5 1
 
0.1%
21.6 1
 
0.1%
21.7 3
0.2%
21.9 2
0.1%
22.0 2
0.1%
ValueCountFrequency (%)
60.7 1
0.1%
58.8 1
0.1%
58.7 1
0.1%
58.0 1
0.1%
57.2 1
0.1%
56.6 1
0.1%
56.0 1
0.1%
55.2 1
0.1%
55.1 1
0.1%
55.0 1
0.1%

일사
Real number (ℝ)

MISSING  ZEROS 

Distinct292
Distinct (%)36.6%
Missing567
Missing (%)41.5%
Infinite0
Infinite (%)0.0%
Mean1.1855764
Minimum0
Maximum3.62
Zeros34
Zeros (%)2.5%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:29.540039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.01
Q10.2225
median0.8
Q32.03
95-th percentile3.28
Maximum3.62
Range3.62
Interquartile range (IQR)1.8075

Descriptive statistics

Standard deviation1.0956645
Coefficient of variation (CV)0.92416182
Kurtosis-0.89445422
Mean1.1855764
Median Absolute Deviation (MAD)0.73
Skewness0.6686741
Sum946.09
Variance1.2004807
MonotonicityNot monotonic
2023-12-11T01:16:29.881000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 34
 
2.5%
0.02 29
 
2.1%
0.01 24
 
1.8%
0.03 13
 
1.0%
0.08 10
 
0.7%
0.05 10
 
0.7%
0.14 9
 
0.7%
0.27 7
 
0.5%
0.23 7
 
0.5%
0.61 7
 
0.5%
Other values (282) 648
47.5%
(Missing) 567
41.5%
ValueCountFrequency (%)
0.0 34
2.5%
0.01 24
1.8%
0.02 29
2.1%
0.03 13
 
1.0%
0.04 7
 
0.5%
0.05 10
 
0.7%
0.06 5
 
0.4%
0.07 4
 
0.3%
0.08 10
 
0.7%
0.09 6
 
0.4%
ValueCountFrequency (%)
3.62 1
0.1%
3.6 1
0.1%
3.55 1
0.1%
3.51 2
0.1%
3.5 1
0.1%
3.48 1
0.1%
3.47 2
0.1%
3.46 1
0.1%
3.45 1
0.1%
3.44 1
0.1%

일조
Real number (ℝ)

MISSING  ZEROS 

Distinct11
Distinct (%)1.4%
Missing566
Missing (%)41.5%
Infinite0
Infinite (%)0.0%
Mean0.39036295
Minimum0
Maximum1
Zeros365
Zeros (%)26.7%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:30.198499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2
Q30.9
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.42898697
Coefficient of variation (CV)1.0989438
Kurtosis-1.6008102
Mean0.39036295
Median Absolute Deviation (MAD)0.2
Skewness0.43269928
Sum311.9
Variance0.18402982
MonotonicityNot monotonic
2023-12-11T01:16:30.554233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0.0 365
26.7%
1.0 181
 
13.3%
0.9 43
 
3.2%
0.3 35
 
2.6%
0.8 34
 
2.5%
0.1 32
 
2.3%
0.2 25
 
1.8%
0.5 22
 
1.6%
0.6 21
 
1.5%
0.7 21
 
1.5%
(Missing) 566
41.5%
ValueCountFrequency (%)
0.0 365
26.7%
0.1 32
 
2.3%
0.2 25
 
1.8%
0.3 35
 
2.6%
0.4 20
 
1.5%
0.5 22
 
1.6%
0.6 21
 
1.5%
0.7 21
 
1.5%
0.8 34
 
2.5%
0.9 43
 
3.2%
ValueCountFrequency (%)
1.0 181
13.3%
0.9 43
 
3.2%
0.8 34
 
2.5%
0.7 21
 
1.5%
0.6 21
 
1.5%
0.5 22
 
1.6%
0.4 20
 
1.5%
0.3 35
 
2.6%
0.2 25
 
1.8%
0.1 32
 
2.3%

습도
Real number (ℝ)

Distinct51
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean75.408791
Minimum38
Maximum92
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:30.879860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum38
5-th percentile57
Q168
median75
Q385
95-th percentile91
Maximum92
Range54
Interquartile range (IQR)17

Descriptive statistics

Standard deviation10.793649
Coefficient of variation (CV)0.14313515
Kurtosis-0.5612726
Mean75.408791
Median Absolute Deviation (MAD)9
Skewness-0.36626293
Sum102933
Variance116.50286
MonotonicityNot monotonic
2023-12-11T01:16:31.172496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
90 64
 
4.7%
74 52
 
3.8%
73 50
 
3.7%
71 49
 
3.6%
72 48
 
3.5%
86 46
 
3.4%
68 45
 
3.3%
84 44
 
3.2%
89 42
 
3.1%
85 42
 
3.1%
Other values (41) 883
64.7%
ValueCountFrequency (%)
38 1
 
0.1%
40 1
 
0.1%
41 1
 
0.1%
44 1
 
0.1%
45 1
 
0.1%
47 1
 
0.1%
48 4
0.3%
49 3
0.2%
50 3
0.2%
51 4
0.3%
ValueCountFrequency (%)
92 39
2.9%
91 40
2.9%
90 64
4.7%
89 42
3.1%
88 35
2.6%
87 40
2.9%
86 46
3.4%
85 42
3.1%
84 44
3.2%
83 40
2.9%

날짜 및 시간_24시
Real number (ℝ)

UNIQUE 

Distinct1365
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0230814 × 109
Minimum2.023063 × 109
Maximum2.023093 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:31.426498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.023063 × 109
5-th percentile2.0230704 × 109
Q12.0230725 × 109
median2.0230815 × 109
Q32.0230909 × 109
95-th percentile2.0230927 × 109
Maximum2.023093 × 109
Range29999
Interquartile range (IQR)18391

Descriptive statistics

Standard deviation8205.1363
Coefficient of variation (CV)4.0557619 × 10-6
Kurtosis-1.4367681
Mean2.0230814 × 109
Median Absolute Deviation (MAD)9097
Skewness0.044069128
Sum2.761506 × 1012
Variance67324262
MonotonicityStrictly increasing
2023-12-11T01:16:31.658969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2023063024 1
 
0.1%
2023082802 1
 
0.1%
2023082810 1
 
0.1%
2023082809 1
 
0.1%
2023082808 1
 
0.1%
2023082807 1
 
0.1%
2023082806 1
 
0.1%
2023082805 1
 
0.1%
2023082804 1
 
0.1%
2023082803 1
 
0.1%
Other values (1355) 1355
99.3%
ValueCountFrequency (%)
2023063024 1
0.1%
2023070101 1
0.1%
2023070102 1
0.1%
2023070104 1
0.1%
2023070105 1
0.1%
2023070106 1
0.1%
2023070107 1
0.1%
2023070108 1
0.1%
2023070109 1
0.1%
2023070110 1
0.1%
ValueCountFrequency (%)
2023093023 1
0.1%
2023093022 1
0.1%
2023093021 1
0.1%
2023093020 1
0.1%
2023093019 1
0.1%
2023093018 1
0.1%
2023093017 1
0.1%
2023093016 1
0.1%
2023093015 1
0.1%
2023093014 1
0.1%

적설
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1365
Missing (%)100.0%
Memory size12.1 KiB

현지기압
Real number (ℝ)

Distinct203
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1001.1005
Minimum986.1
Maximum1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:31.865140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum986.1
5-th percentile993.5
Q1997.9
median1001.7
Q31004.5
95-th percentile1007.1
Maximum1011
Range24.9
Interquartile range (IQR)6.6

Descriptive statistics

Standard deviation4.3759766
Coefficient of variation (CV)0.0043711661
Kurtosis-0.04866234
Mean1001.1005
Median Absolute Deviation (MAD)3.2
Skewness-0.53307044
Sum1366502.2
Variance19.149171
MonotonicityNot monotonic
2023-12-11T01:16:32.101930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1003.9 29
 
2.1%
1004.0 19
 
1.4%
996.6 18
 
1.3%
1005.7 18
 
1.3%
1006.2 18
 
1.3%
1003.6 17
 
1.2%
1004.5 16
 
1.2%
1006.0 16
 
1.2%
1005.8 15
 
1.1%
1003.5 15
 
1.1%
Other values (193) 1184
86.7%
ValueCountFrequency (%)
986.1 1
0.1%
986.4 1
0.1%
986.9 1
0.1%
987.2 2
0.1%
987.3 2
0.1%
987.4 1
0.1%
987.6 1
0.1%
988.0 1
0.1%
988.1 1
0.1%
988.5 1
0.1%
ValueCountFrequency (%)
1011.0 1
 
0.1%
1010.7 2
0.1%
1010.4 1
 
0.1%
1009.9 1
 
0.1%
1009.3 1
 
0.1%
1009.2 1
 
0.1%
1009.0 4
0.3%
1008.9 3
0.2%
1008.8 1
 
0.1%
1008.7 2
0.1%

강수량
Real number (ℝ)

MISSING  ZEROS 

Distinct82
Distinct (%)29.6%
Missing1088
Missing (%)79.7%
Infinite0
Infinite (%)0.0%
Mean2.7032491
Minimum0
Maximum32.1
Zeros79
Zeros (%)5.8%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:32.281283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.5
Q32.9
95-th percentile13.94
Maximum32.1
Range32.1
Interquartile range (IQR)2.9

Descriptive statistics

Standard deviation5.3266717
Coefficient of variation (CV)1.9704702
Kurtosis11.655664
Mean2.7032491
Median Absolute Deviation (MAD)0.5
Skewness3.2258514
Sum748.8
Variance28.373431
MonotonicityNot monotonic
2023-12-11T01:16:32.493214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 79
 
5.8%
0.1 30
 
2.2%
0.2 11
 
0.8%
0.9 10
 
0.7%
0.5 8
 
0.6%
0.3 8
 
0.6%
0.7 6
 
0.4%
1.5 5
 
0.4%
0.6 5
 
0.4%
2.4 5
 
0.4%
Other values (72) 110
 
8.1%
(Missing) 1088
79.7%
ValueCountFrequency (%)
0.0 79
5.8%
0.1 30
 
2.2%
0.2 11
 
0.8%
0.3 8
 
0.6%
0.4 4
 
0.3%
0.5 8
 
0.6%
0.6 5
 
0.4%
0.7 6
 
0.4%
0.8 5
 
0.4%
0.9 10
 
0.7%
ValueCountFrequency (%)
32.1 1
0.1%
30.7 1
0.1%
30.1 1
0.1%
28.4 1
0.1%
25.2 1
0.1%
22.3 1
0.1%
19.5 1
0.1%
17.9 1
0.1%
17.3 1
0.1%
17.0 1
0.1%

해면기압
Real number (ℝ)

Distinct202
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.9697
Minimum993.7
Maximum1019.1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:32.701548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum993.7
5-th percentile1001.3
Q11005.7
median1009.5
Q31012.4
95-th percentile1015
Maximum1019.1
Range25.4
Interquartile range (IQR)6.7

Descriptive statistics

Standard deviation4.4186555
Coefficient of variation (CV)0.0043793736
Kurtosis-0.029601303
Mean1008.9697
Median Absolute Deviation (MAD)3.3
Skewness-0.53819212
Sum1377243.7
Variance19.524516
MonotonicityNot monotonic
2023-12-11T01:16:32.849358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1011.8 27
 
2.0%
1011.4 18
 
1.3%
1012.5 18
 
1.3%
1013.9 17
 
1.2%
1014.1 16
 
1.2%
1013.8 16
 
1.2%
1010.5 16
 
1.2%
1011.3 15
 
1.1%
1011.9 15
 
1.1%
1011.1 15
 
1.1%
Other values (192) 1192
87.3%
ValueCountFrequency (%)
993.7 1
0.1%
994.1 1
0.1%
994.6 1
0.1%
994.9 1
0.1%
995.0 1
0.1%
995.1 2
0.1%
995.2 1
0.1%
995.4 1
0.1%
995.7 1
0.1%
995.9 1
0.1%
ValueCountFrequency (%)
1019.1 1
 
0.1%
1018.8 1
 
0.1%
1018.7 1
 
0.1%
1018.4 1
 
0.1%
1017.9 1
 
0.1%
1017.3 2
0.1%
1017.1 2
0.1%
1017.0 1
 
0.1%
1016.9 3
0.2%
1016.8 2
0.1%

적설_1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1365
Missing (%)100.0%
Memory size12.1 KiB

적설_2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1365
Missing (%)100.0%
Memory size12.1 KiB

기온
Real number (ℝ)

Distinct144
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.07619
Minimum18.6
Maximum34.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:33.005820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum18.6
5-th percentile21.9
Q124.2
median25.7
Q327.8
95-th percentile31.18
Maximum34.4
Range15.8
Interquartile range (IQR)3.6

Descriptive statistics

Standard deviation2.8021667
Coefficient of variation (CV)0.10746074
Kurtosis-0.087894163
Mean26.07619
Median Absolute Deviation (MAD)1.8
Skewness0.34057889
Sum35594
Variance7.852138
MonotonicityNot monotonic
2023-12-11T01:16:33.184097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
25.4 33
 
2.4%
25.9 30
 
2.2%
24.7 28
 
2.1%
25.5 27
 
2.0%
23.7 25
 
1.8%
25.6 24
 
1.8%
25.7 24
 
1.8%
27.0 23
 
1.7%
24.2 23
 
1.7%
27.9 23
 
1.7%
Other values (134) 1105
81.0%
ValueCountFrequency (%)
18.6 1
 
0.1%
18.9 1
 
0.1%
19.2 1
 
0.1%
19.4 1
 
0.1%
19.5 4
0.3%
19.7 2
0.1%
19.8 2
0.1%
19.9 3
0.2%
20.0 3
0.2%
20.1 2
0.1%
ValueCountFrequency (%)
34.4 3
0.2%
34.1 1
 
0.1%
34.0 1
 
0.1%
33.8 1
 
0.1%
33.3 2
0.1%
33.2 2
0.1%
33.1 1
 
0.1%
33.0 1
 
0.1%
32.9 2
0.1%
32.7 2
0.1%

지중온도
Real number (ℝ)

Distinct183
Distinct (%)13.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.352527
Minimum18.2
Maximum40.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:33.364362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum18.2
5-th percentile20.6
Q122.4
median24.4
Q327.6
95-th percentile33.2
Maximum40.4
Range22.2
Interquartile range (IQR)5.2

Descriptive statistics

Standard deviation3.9182073
Coefficient of variation (CV)0.15454898
Kurtosis0.84943381
Mean25.352527
Median Absolute Deviation (MAD)2.4
Skewness1.0063244
Sum34606.2
Variance15.352349
MonotonicityNot monotonic
2023-12-11T01:16:33.864488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.4 29
 
2.1%
22.0 29
 
2.1%
22.3 23
 
1.7%
23.0 22
 
1.6%
23.8 22
 
1.6%
23.3 22
 
1.6%
22.1 21
 
1.5%
21.3 20
 
1.5%
24.1 20
 
1.5%
22.4 18
 
1.3%
Other values (173) 1139
83.4%
ValueCountFrequency (%)
18.2 1
 
0.1%
18.3 1
 
0.1%
18.4 1
 
0.1%
18.7 1
 
0.1%
19.0 1
 
0.1%
19.1 5
0.4%
19.2 1
 
0.1%
19.3 1
 
0.1%
19.4 2
 
0.1%
19.5 1
 
0.1%
ValueCountFrequency (%)
40.4 1
 
0.1%
39.3 1
 
0.1%
39.2 1
 
0.1%
38.9 2
0.1%
38.6 2
0.1%
38.4 1
 
0.1%
38.2 2
0.1%
37.9 1
 
0.1%
37.8 3
0.2%
37.4 1
 
0.1%

지중온도_1
Real number (ℝ)

Distinct128
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.821099
Minimum21.9
Maximum35.2
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:34.057177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum21.9
5-th percentile23.6
Q125
median26.5
Q328.1
95-th percentile31.6
Maximum35.2
Range13.3
Interquartile range (IQR)3.1

Descriptive statistics

Standard deviation2.3848238
Coefficient of variation (CV)0.088915961
Kurtosis0.55944092
Mean26.821099
Median Absolute Deviation (MAD)1.5
Skewness0.79424979
Sum36610.8
Variance5.6873844
MonotonicityNot monotonic
2023-12-11T01:16:34.285284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24.8 40
 
2.9%
26.9 32
 
2.3%
26.8 32
 
2.3%
24.9 31
 
2.3%
26.3 29
 
2.1%
26.7 28
 
2.1%
25.0 27
 
2.0%
24.6 27
 
2.0%
27.4 27
 
2.0%
25.2 27
 
2.0%
Other values (118) 1065
78.0%
ValueCountFrequency (%)
21.9 1
 
0.1%
22.0 1
 
0.1%
22.1 1
 
0.1%
22.2 1
 
0.1%
22.4 2
 
0.1%
22.5 2
 
0.1%
22.6 5
0.4%
22.7 2
 
0.1%
22.8 7
0.5%
22.9 2
 
0.1%
ValueCountFrequency (%)
35.2 1
 
0.1%
34.9 1
 
0.1%
34.8 1
 
0.1%
34.7 1
 
0.1%
34.5 4
0.3%
34.3 2
0.1%
34.2 1
 
0.1%
34.1 1
 
0.1%
34.0 1
 
0.1%
33.9 2
0.1%

지중온도_2
Real number (ℝ)

Distinct81
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.535018
Minimum22.3
Maximum30.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:34.473733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum22.3
5-th percentile22.9
Q124.1
median25.4
Q326.8
95-th percentile28.7
Maximum30.4
Range8.1
Interquartile range (IQR)2.7

Descriptive statistics

Standard deviation1.7832567
Coefficient of variation (CV)0.069835733
Kurtosis-0.55577814
Mean25.535018
Median Absolute Deviation (MAD)1.3
Skewness0.41610198
Sum34855.3
Variance3.1800045
MonotonicityNot monotonic
2023-12-11T01:16:34.672200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.8 44
 
3.2%
23.7 42
 
3.1%
24.3 37
 
2.7%
26.4 34
 
2.5%
24.2 33
 
2.4%
24.4 33
 
2.4%
26.0 31
 
2.3%
24.6 31
 
2.3%
26.3 31
 
2.3%
26.5 29
 
2.1%
Other values (71) 1020
74.7%
ValueCountFrequency (%)
22.3 1
 
0.1%
22.4 3
 
0.2%
22.5 10
0.7%
22.6 8
0.6%
22.7 16
1.2%
22.8 19
1.4%
22.9 13
1.0%
23.0 10
0.7%
23.1 19
1.4%
23.2 12
0.9%
ValueCountFrequency (%)
30.4 2
 
0.1%
30.3 1
 
0.1%
30.2 5
0.4%
30.1 3
 
0.2%
30.0 1
 
0.1%
29.9 4
 
0.3%
29.7 6
0.4%
29.6 6
0.4%
29.5 2
 
0.1%
29.4 10
0.7%

지중온도_3
Real number (ℝ)

Distinct67
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.482637
Minimum22.5
Maximum29.1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:34.864695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum22.5
5-th percentile23.2
Q124
median25.4
Q326.7
95-th percentile28.1
Maximum29.1
Range6.6
Interquartile range (IQR)2.7

Descriptive statistics

Standard deviation1.5628848
Coefficient of variation (CV)0.061331359
Kurtosis-1.0208311
Mean25.482637
Median Absolute Deviation (MAD)1.4
Skewness0.1696853
Sum34783.8
Variance2.4426089
MonotonicityNot monotonic
2023-12-11T01:16:35.069759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.8 58
 
4.2%
23.9 51
 
3.7%
24.0 47
 
3.4%
23.7 44
 
3.2%
26.6 40
 
2.9%
26.3 37
 
2.7%
26.1 37
 
2.7%
23.6 37
 
2.7%
25.3 37
 
2.7%
25.2 36
 
2.6%
Other values (57) 941
68.9%
ValueCountFrequency (%)
22.5 2
 
0.1%
22.6 3
 
0.2%
22.7 5
 
0.4%
22.8 8
 
0.6%
22.9 16
1.2%
23.0 6
 
0.4%
23.1 12
0.9%
23.2 24
1.8%
23.3 13
1.0%
23.4 15
1.1%
ValueCountFrequency (%)
29.1 1
 
0.1%
29.0 4
 
0.3%
28.9 3
 
0.2%
28.8 3
 
0.2%
28.7 4
 
0.3%
28.6 9
0.7%
28.5 8
0.6%
28.4 9
0.7%
28.3 14
1.0%
28.2 13
1.0%

시정
Real number (ℝ)

Distinct800
Distinct (%)58.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.060681
Minimum0.5
Maximum50
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:35.263380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.5
5-th percentile4.08
Q119.72
median39.73
Q350
95-th percentile50
Maximum50
Range49.5
Interquartile range (IQR)30.28

Descriptive statistics

Standard deviation16.863254
Coefficient of variation (CV)0.49509444
Kurtosis-1.1860708
Mean34.060681
Median Absolute Deviation (MAD)10.27
Skewness-0.5545948
Sum46492.83
Variance284.36933
MonotonicityNot monotonic
2023-12-11T01:16:35.471262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
50.0 468
34.3%
49.91 4
 
0.3%
10.3 4
 
0.3%
30.86 3
 
0.2%
49.28 3
 
0.2%
3.0 3
 
0.2%
10.6 3
 
0.2%
48.9 3
 
0.2%
45.7 3
 
0.2%
43.59 3
 
0.2%
Other values (790) 868
63.6%
ValueCountFrequency (%)
0.5 1
0.1%
0.51 1
0.1%
0.53 1
0.1%
0.68 1
0.1%
0.78 1
0.1%
0.82 1
0.1%
0.92 1
0.1%
0.93 1
0.1%
1.0 1
0.1%
1.06 1
0.1%
ValueCountFrequency (%)
50.0 468
34.3%
49.99 1
 
0.1%
49.92 1
 
0.1%
49.91 4
 
0.3%
49.88 3
 
0.2%
49.86 1
 
0.1%
49.85 1
 
0.1%
49.84 1
 
0.1%
49.83 1
 
0.1%
49.82 2
 
0.1%

풍향
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.829304
Minimum0
Maximum36
Zeros26
Zeros (%)1.9%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:35.670356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5
Q15
median11
Q320
95-th percentile27
Maximum36
Range36
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.4716721
Coefficient of variation (CV)0.61258846
Kurtosis-1.0555988
Mean13.829304
Median Absolute Deviation (MAD)6
Skewness0.34040127
Sum18877
Variance71.769229
MonotonicityNot monotonic
2023-12-11T01:16:35.849465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5 312
22.9%
18 183
13.4%
7 167
12.2%
20 140
10.3%
23 126
9.2%
9 99
 
7.3%
25 85
 
6.2%
11 67
 
4.9%
27 32
 
2.3%
16 31
 
2.3%
Other values (7) 123
 
9.0%
ValueCountFrequency (%)
0 26
 
1.9%
2 28
 
2.1%
5 312
22.9%
7 167
12.2%
9 99
 
7.3%
11 67
 
4.9%
14 11
 
0.8%
16 31
 
2.3%
18 183
13.4%
20 140
10.3%
ValueCountFrequency (%)
36 6
 
0.4%
34 8
 
0.6%
32 23
 
1.7%
29 21
 
1.5%
27 32
 
2.3%
25 85
6.2%
23 126
9.2%
20 140
10.3%
18 183
13.4%
16 31
 
2.3%

풍속
Real number (ℝ)

Distinct115
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0248352
Minimum0
Maximum15.4
Zeros4
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size12.1 KiB
2023-12-11T01:16:36.041600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.8
Q11.8
median2.6
Q33.6
95-th percentile7.18
Maximum15.4
Range15.4
Interquartile range (IQR)1.8

Descriptive statistics

Standard deviation2.0900806
Coefficient of variation (CV)0.6909734
Kurtosis7.5874356
Mean3.0248352
Median Absolute Deviation (MAD)0.9
Skewness2.3717871
Sum4128.9
Variance4.368437
MonotonicityNot monotonic
2023-12-11T01:16:36.233089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.4 52
 
3.8%
1.8 49
 
3.6%
2.1 45
 
3.3%
2.5 44
 
3.2%
2.2 44
 
3.2%
3.0 42
 
3.1%
2.0 42
 
3.1%
2.7 41
 
3.0%
1.7 40
 
2.9%
3.3 39
 
2.9%
Other values (105) 927
67.9%
ValueCountFrequency (%)
0.0 4
 
0.3%
0.1 5
 
0.4%
0.2 3
 
0.2%
0.3 9
0.7%
0.4 5
 
0.4%
0.5 6
 
0.4%
0.6 21
1.5%
0.7 6
 
0.4%
0.8 13
1.0%
0.9 16
1.2%
ValueCountFrequency (%)
15.4 1
0.1%
14.8 1
0.1%
14.0 1
0.1%
13.9 1
0.1%
13.7 1
0.1%
13.4 1
0.1%
12.9 1
0.1%
12.6 1
0.1%
12.5 2
0.1%
12.4 1
0.1%

Sample

기상대코드기상대명위치위도경도해발고도장비명전운량중하층운량최저운고현재일기일강수량이슬점날짜 및 시간증기압지면온도일사일조습도날짜 및 시간_24시적설현지기압강수량해면기압적설_1적설_2기온지중온도지중온도_1지중온도_2지중온도_3시정풍향풍속
0159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비101035014.319.22023-07-01 0:0022.224.1<NA><NA>872023063024<NA>996.00.01004.0<NA><NA>21.521.723.622.822.84.8290.8
1159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비10103200.019.72023-07-01 1:0022.923.9<NA><NA>902023070101<NA>996.00.01004.0<NA><NA>21.521.423.622.822.82.9451.7
2159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비882<NA>0.019.32023-07-01 2:0022.423.7<NA><NA>892023070102<NA>995.5<NA>1003.5<NA><NA>21.221.423.522.722.85.1591.2
3159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비10103100.019.22023-07-01 4:0022.223.6<NA><NA>882023070104<NA>995.9<NA>1003.9<NA><NA>21.321.323.422.622.75.1751.3
4159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1083100.019.22023-07-01 5:0022.223.8<NA><NA>872023070105<NA>996.2<NA>1004.2<NA><NA>21.521.323.322.622.75.6451.9
5159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1085100.019.02023-07-01 6:0022.024.10.020.0852023070106<NA>997.0<NA>1005.0<NA><NA>21.721.623.322.522.76.5951.3
6159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1054<NA>0.019.12023-07-01 7:0022.124.50.160.0842023070107<NA>997.6<NA>1005.6<NA><NA>22.021.223.322.522.710.2851.4
7159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1053100.019.12023-07-01 8:0022.124.60.250.0842023070108<NA>998.3<NA>1006.3<NA><NA>22.021.523.322.522.69.7251.2
8159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1043<NA>0.018.72023-07-01 9:0021.626.00.430.0812023070109<NA>998.5<NA>1006.5<NA><NA>22.221.423.322.522.612.4571.4
9159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비1075<NA>0.018.62023-07-01 10:0021.427.10.730.0772023070110<NA>998.7<NA>1006.6<NA><NA>22.922.123.522.522.621.7752.5
기상대코드기상대명위치위도경도해발고도장비명전운량중하층운량최저운고현재일기일강수량이슬점날짜 및 시간증기압지면온도일사일조습도날짜 및 시간_24시적설현지기압강수량해면기압적설_1적설_2기온지중온도지중온도_1지중온도_2지중온도_3시정풍향풍속
1355159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비9814<NA>1.211.52023-09-30 14:0013.625.40.770.0582023093014<NA>1001.5<NA>1009.6<NA><NA>20.120.722.622.723.550.0293.9
1356159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비8513<NA>1.213.42023-09-30 15:0015.428.31.140.0602023093015<NA>1001.1<NA>1009.1<NA><NA>21.522.022.822.623.550.0291.5
1357159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비6440<NA>1.213.42023-09-30 16:0015.427.61.550.8562023093016<NA>1000.8<NA>1008.7<NA><NA>22.724.023.322.723.450.0234.1
1358159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비70<NA><NA>1.213.42023-09-30 17:0015.425.00.760.7602023093017<NA>1000.8<NA>1008.8<NA><NA>21.623.423.522.823.450.0233.1
1359159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비70<NA><NA>1.213.82023-09-30 18:0015.823.30.250.3652023093018<NA>1001.2<NA>1009.2<NA><NA>20.722.323.322.823.450.0252.7
1360159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비<NA><NA><NA><NA>1.212.92023-09-30 19:0014.921.70.010.0632023093019<NA>1001.3<NA>1009.4<NA><NA>20.221.423.022.823.450.0341.5
1361159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비80<NA><NA>1.212.72023-09-30 20:0014.721.6<NA><NA>622023093020<NA>1001.7<NA>1009.8<NA><NA>20.320.822.622.723.450.0232.0
1362159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비80<NA><NA>1.212.32023-09-30 21:0014.321.2<NA><NA>622023093021<NA>1001.8<NA>1009.9<NA><NA>19.920.322.422.623.348.88231.2
1363159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비10<NA><NA>1.212.22023-09-30 22:0014.220.8<NA><NA>612023093022<NA>1002.0<NA>1010.1<NA><NA>20.020.222.122.523.350.0342.3
1364159부산부산광역시 중구 대청동1가35.10468129.0320369.56종관기상관측장비50<NA><NA>1.213.22023-09-30 23:0015.221.0<NA><NA>652023093023<NA>1002.1<NA>1010.2<NA><NA>20.020.121.922.423.250.0322.5