Overview

Dataset statistics

Number of variables27
Number of observations1880
Missing cells20
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory416.9 KiB
Average record size in memory227.1 B

Variable types

Numeric11
Categorical16

Dataset

Description한국지역난방공사에서 제공하는 2023년 1월 1일 ` 2023년 7월 7일까지의 지역별 시간대별 기상정보 수집 데이터 입니다
Author한국지역난방공사
URLhttps://www.data.go.kr/data/15124058/fileData.do

Alerts

01시 기상정보 has 42 (2.2%) zerosZeros
02시 기상정보 has 47 (2.5%) zerosZeros
03시 기상정보 has 55 (2.9%) zerosZeros
04시 기상정보 has 66 (3.5%) zerosZeros
05시 기상정보 has 60 (3.2%) zerosZeros
06시 기상정보 has 52 (2.8%) zerosZeros
07시 기상정보 has 56 (3.0%) zerosZeros
08시 기상정보 has 56 (3.0%) zerosZeros
09시 기상정보 has 64 (3.4%) zerosZeros
10시 기상정보 has 56 (3.0%) zerosZeros

Reproduction

Analysis started2023-12-12 23:43:08.969425
Analysis finished2023-12-12 23:43:09.293430
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일자
Real number (ℝ)

Distinct188
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20230379
Minimum20230101
Maximum20230707
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB
2023-12-13T08:43:09.354833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20230101
5-th percentile20230110
Q120230217
median20230404
Q320230521
95-th percentile20230628
Maximum20230707
Range606
Interquartile range (IQR)304.5

Descriptive statistics

Standard deviation179.85128
Coefficient of variation (CV)8.8901586 × 10-6
Kurtosis-1.194919
Mean20230379
Median Absolute Deviation (MAD)178
Skewness0.019727297
Sum3.8033113 × 1010
Variance32346.482
MonotonicityDecreasing
2023-12-13T08:43:09.505087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20230707 10
 
0.5%
20230227 10
 
0.5%
20230308 10
 
0.5%
20230307 10
 
0.5%
20230306 10
 
0.5%
20230305 10
 
0.5%
20230304 10
 
0.5%
20230303 10
 
0.5%
20230302 10
 
0.5%
20230301 10
 
0.5%
Other values (178) 1780
94.7%
ValueCountFrequency (%)
20230101 10
0.5%
20230102 10
0.5%
20230103 10
0.5%
20230104 10
0.5%
20230105 10
0.5%
20230106 10
0.5%
20230107 10
0.5%
20230108 10
0.5%
20230109 10
0.5%
20230110 10
0.5%
ValueCountFrequency (%)
20230707 10
0.5%
20230706 10
0.5%
20230705 10
0.5%
20230704 10
0.5%
20230703 10
0.5%
20230702 10
0.5%
20230701 10
0.5%
20230630 10
0.5%
20230629 10
0.5%
20230628 10
0.5%

기상관측소코드
Categorical

Distinct5
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
서울
376 
부산
376 
대구
376 
광주
376 
대전
376 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울 376
20.0%
부산 376
20.0%
대구 376
20.0%
광주 376
20.0%
대전 376
20.0%

Length

2023-12-13T08:43:09.622250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:43:09.716558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울 376
20.0%
부산 376
20.0%
대구 376
20.0%
광주 376
20.0%
대전 376
20.0%

관측예측 구분
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
관측
940 
예측
940 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row관측
2nd row예측
3rd row관측
4th row예측
5th row관측

Common Values

ValueCountFrequency (%)
관측 940
50.0%
예측 940
50.0%

Length

2023-12-13T08:43:09.826416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:43:09.910380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관측 940
50.0%
예측 940
50.0%

01시 기상정보
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.019681
Minimum-17
Maximum29
Zeros42
Zeros (%)2.2%
Negative231
Negative (%)12.3%
Memory size16.7 KiB
2023-12-13T08:43:10.007499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-3
Q14
median12
Q319
95-th percentile24
Maximum29
Range46
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.9066554
Coefficient of variation (CV)0.80824985
Kurtosis-0.87728436
Mean11.019681
Median Absolute Deviation (MAD)7
Skewness-0.19985533
Sum20717
Variance79.328511
MonotonicityNot monotonic
2023-12-13T08:43:10.121244image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
21 81
 
4.3%
15 80
 
4.3%
20 80
 
4.3%
13 75
 
4.0%
9 72
 
3.8%
12 70
 
3.7%
1 69
 
3.7%
22 69
 
3.7%
2 68
 
3.6%
17 66
 
3.5%
Other values (35) 1150
61.2%
ValueCountFrequency (%)
-17 1
 
0.1%
-15 2
 
0.1%
-13 1
 
0.1%
-12 2
 
0.1%
-11 4
 
0.2%
-10 3
 
0.2%
-9 5
0.3%
-8 3
 
0.2%
-7 10
0.5%
-6 10
0.5%
ValueCountFrequency (%)
29 1
 
0.1%
28 6
 
0.3%
27 9
 
0.5%
26 23
 
1.2%
25 48
2.6%
24 48
2.6%
23 49
2.6%
22 69
3.7%
21 81
4.3%
20 80
4.3%

02시 기상정보
Real number (ℝ)

ZEROS 

Distinct46
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.504255
Minimum-17
Maximum28
Zeros47
Zeros (%)2.5%
Negative256
Negative (%)13.6%
Memory size16.7 KiB
2023-12-13T08:43:10.237262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-4
Q13
median11
Q318
95-th percentile24
Maximum28
Range45
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.898875
Coefficient of variation (CV)0.84716858
Kurtosis-0.89717879
Mean10.504255
Median Absolute Deviation (MAD)7.5
Skewness-0.18448838
Sum19748
Variance79.189977
MonotonicityNot monotonic
2023-12-13T08:43:10.351450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
21 91
 
4.8%
20 85
 
4.5%
15 78
 
4.1%
1 75
 
4.0%
14 72
 
3.8%
18 68
 
3.6%
10 66
 
3.5%
13 65
 
3.5%
12 65
 
3.5%
9 64
 
3.4%
Other values (36) 1151
61.2%
ValueCountFrequency (%)
-17 1
 
0.1%
-16 1
 
0.1%
-15 1
 
0.1%
-14 1
 
0.1%
-13 1
 
0.1%
-12 2
 
0.1%
-11 4
0.2%
-10 2
 
0.1%
-9 5
0.3%
-8 5
0.3%
ValueCountFrequency (%)
28 2
 
0.1%
27 8
 
0.4%
26 13
 
0.7%
25 46
2.4%
24 45
2.4%
23 42
2.2%
22 50
2.7%
21 91
4.8%
20 85
4.5%
19 61
3.2%

03시 기상정보
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)2.3%
Missing5
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean10.019733
Minimum-17
Maximum27
Zeros55
Zeros (%)2.9%
Negative278
Negative (%)14.8%
Memory size16.7 KiB
2023-12-13T08:43:10.471803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-4
Q12.5
median10
Q318
95-th percentile24
Maximum27
Range44
Interquartile range (IQR)15.5

Descriptive statistics

Standard deviation8.9066746
Coefficient of variation (CV)0.88891334
Kurtosis-0.90966817
Mean10.019733
Median Absolute Deviation (MAD)8
Skewness-0.17273932
Sum18787
Variance79.328853
MonotonicityNot monotonic
2023-12-13T08:43:10.604964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
20 83
 
4.4%
21 78
 
4.1%
19 78
 
4.1%
13 77
 
4.1%
14 71
 
3.8%
1 68
 
3.6%
2 68
 
3.6%
10 68
 
3.6%
12 65
 
3.5%
9 64
 
3.4%
Other values (34) 1155
61.4%
ValueCountFrequency (%)
-17 1
 
0.1%
-16 1
 
0.1%
-15 1
 
0.1%
-14 2
 
0.1%
-12 2
 
0.1%
-11 4
 
0.2%
-10 6
0.3%
-9 2
 
0.1%
-8 11
0.6%
-7 11
0.6%
ValueCountFrequency (%)
27 4
 
0.2%
26 12
 
0.6%
25 31
 
1.6%
24 50
2.7%
23 40
2.1%
22 42
2.2%
21 78
4.1%
20 83
4.4%
19 78
4.1%
18 62
3.3%

04시 기상정보
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.4829787
Minimum-17
Maximum27
Zeros66
Zeros (%)3.5%
Negative320
Negative (%)17.0%
Memory size16.7 KiB
2023-12-13T08:43:10.709735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-4
Q12
median10
Q317
95-th percentile23
Maximum27
Range44
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.9452672
Coefficient of variation (CV)0.94329719
Kurtosis-0.92704478
Mean9.4829787
Median Absolute Deviation (MAD)8
Skewness-0.15461192
Sum17828
Variance80.017805
MonotonicityNot monotonic
2023-12-13T08:43:10.813532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
20 94
 
5.0%
14 80
 
4.3%
19 80
 
4.3%
9 78
 
4.1%
12 72
 
3.8%
13 70
 
3.7%
6 69
 
3.7%
-1 67
 
3.6%
0 66
 
3.5%
18 65
 
3.5%
Other values (34) 1139
60.6%
ValueCountFrequency (%)
-17 2
 
0.1%
-16 1
 
0.1%
-15 2
 
0.1%
-13 1
 
0.1%
-12 1
 
0.1%
-11 6
 
0.3%
-10 5
 
0.3%
-9 9
0.5%
-8 4
 
0.2%
-7 17
0.9%
ValueCountFrequency (%)
27 1
 
0.1%
26 7
 
0.4%
25 22
 
1.2%
24 54
2.9%
23 37
 
2.0%
22 39
2.1%
21 52
2.8%
20 94
5.0%
19 80
4.3%
18 65
3.5%

05시 기상정보
Real number (ℝ)

ZEROS 

Distinct43
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.0308511
Minimum-17
Maximum26
Zeros60
Zeros (%)3.2%
Negative357
Negative (%)19.0%
Memory size16.7 KiB
2023-12-13T08:43:10.919001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-5
Q11.75
median9
Q317
95-th percentile23
Maximum26
Range43
Interquartile range (IQR)15.25

Descriptive statistics

Standard deviation8.950702
Coefficient of variation (CV)0.99112497
Kurtosis-0.9445149
Mean9.0308511
Median Absolute Deviation (MAD)8
Skewness-0.13779094
Sum16978
Variance80.115067
MonotonicityNot monotonic
2023-12-13T08:43:11.030322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
19 87
 
4.6%
-1 86
 
4.6%
20 76
 
4.0%
12 71
 
3.8%
13 69
 
3.7%
9 68
 
3.6%
18 68
 
3.6%
14 66
 
3.5%
11 64
 
3.4%
6 64
 
3.4%
Other values (33) 1161
61.8%
ValueCountFrequency (%)
-17 2
 
0.1%
-16 2
 
0.1%
-15 1
 
0.1%
-13 1
 
0.1%
-12 4
 
0.2%
-11 6
 
0.3%
-10 3
 
0.2%
-9 7
 
0.4%
-8 10
0.5%
-7 19
1.0%
ValueCountFrequency (%)
26 2
 
0.1%
25 18
 
1.0%
24 44
2.3%
23 42
2.2%
22 34
 
1.8%
21 52
2.8%
20 76
4.0%
19 87
4.6%
18 68
3.6%
17 62
3.3%

06시 기상정보
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.5361702
Minimum-18
Maximum26
Zeros52
Zeros (%)2.8%
Negative391
Negative (%)20.8%
Memory size16.7 KiB
2023-12-13T08:43:11.125976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-18
5-th percentile-5
Q11
median9
Q316
95-th percentile22
Maximum26
Range44
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.9938049
Coefficient of variation (CV)1.0536112
Kurtosis-0.93812129
Mean8.5361702
Median Absolute Deviation (MAD)8
Skewness-0.13243591
Sum16048
Variance80.888526
MonotonicityNot monotonic
2023-12-13T08:43:11.223993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
-1 82
 
4.4%
19 82
 
4.4%
18 77
 
4.1%
13 71
 
3.8%
12 68
 
3.6%
20 66
 
3.5%
4 66
 
3.5%
10 66
 
3.5%
17 65
 
3.5%
8 65
 
3.5%
Other values (34) 1172
62.3%
ValueCountFrequency (%)
-18 1
 
0.1%
-17 3
 
0.2%
-16 1
 
0.1%
-14 1
 
0.1%
-13 2
 
0.1%
-12 4
 
0.2%
-11 5
 
0.3%
-10 7
 
0.4%
-9 7
 
0.4%
-8 18
1.0%
ValueCountFrequency (%)
26 1
 
0.1%
25 9
 
0.5%
24 31
 
1.6%
23 52
2.8%
22 35
1.9%
21 40
2.1%
20 66
3.5%
19 82
4.4%
18 77
4.1%
17 65
3.5%

07시 기상정보
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.3255319
Minimum-18
Maximum26
Zeros56
Zeros (%)3.0%
Negative407
Negative (%)21.6%
Memory size16.7 KiB
2023-12-13T08:43:11.322848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-18
5-th percentile-5
Q11
median9
Q316
95-th percentile22
Maximum26
Range44
Interquartile range (IQR)15

Descriptive statistics

Standard deviation9.0589922
Coefficient of variation (CV)1.0880977
Kurtosis-0.95047629
Mean8.3255319
Median Absolute Deviation (MAD)8
Skewness-0.11921355
Sum15652
Variance82.06534
MonotonicityNot monotonic
2023-12-13T08:43:11.422827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
19 81
 
4.3%
18 78
 
4.1%
13 74
 
3.9%
-1 73
 
3.9%
7 73
 
3.9%
17 70
 
3.7%
-3 69
 
3.7%
9 68
 
3.6%
-2 67
 
3.6%
5 67
 
3.6%
Other values (35) 1160
61.7%
ValueCountFrequency (%)
-18 2
 
0.1%
-17 2
 
0.1%
-16 1
 
0.1%
-15 1
 
0.1%
-14 2
 
0.1%
-13 1
 
0.1%
-12 4
0.2%
-11 7
0.4%
-10 5
0.3%
-9 8
0.4%
ValueCountFrequency (%)
26 1
 
0.1%
25 8
 
0.4%
24 31
 
1.6%
23 46
2.4%
22 36
1.9%
21 43
2.3%
20 62
3.3%
19 81
4.3%
18 78
4.1%
17 70
3.7%

08시 기상정보
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)2.3%
Missing5
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean8.9306667
Minimum-18
Maximum26
Zeros56
Zeros (%)3.0%
Negative385
Negative (%)20.5%
Memory size16.7 KiB
2023-12-13T08:43:11.555575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-18
5-th percentile-5
Q11
median9
Q317
95-th percentile23
Maximum26
Range44
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.2517553
Coefficient of variation (CV)1.0359535
Kurtosis-0.9889654
Mean8.9306667
Median Absolute Deviation (MAD)8
Skewness-0.13414135
Sum16745
Variance85.594977
MonotonicityNot monotonic
2023-12-13T08:43:11.672866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
20 81
 
4.3%
19 81
 
4.3%
-2 78
 
4.1%
-1 70
 
3.7%
9 70
 
3.7%
13 69
 
3.7%
18 66
 
3.5%
14 65
 
3.5%
5 63
 
3.4%
17 62
 
3.3%
Other values (34) 1170
62.2%
ValueCountFrequency (%)
-18 1
 
0.1%
-17 2
 
0.1%
-16 1
 
0.1%
-15 2
 
0.1%
-13 5
 
0.3%
-12 1
 
0.1%
-11 6
 
0.3%
-10 3
 
0.2%
-9 10
0.5%
-8 15
0.8%
ValueCountFrequency (%)
26 2
 
0.1%
25 22
 
1.2%
24 49
2.6%
23 41
2.2%
22 44
2.3%
21 55
2.9%
20 81
4.3%
19 81
4.3%
18 66
3.5%
17 62
3.3%

09시 기상정보
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.9042553
Minimum-17
Maximum27
Zeros64
Zeros (%)3.4%
Negative338
Negative (%)18.0%
Memory size16.7 KiB
2023-12-13T08:43:11.800540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-5
Q12
median11
Q318
95-th percentile24
Maximum27
Range44
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.4339181
Coefficient of variation (CV)0.9525116
Kurtosis-0.97616038
Mean9.9042553
Median Absolute Deviation (MAD)8
Skewness-0.1980226
Sum18620
Variance88.998811
MonotonicityNot monotonic
2023-12-13T08:43:11.908388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
20 101
 
5.4%
21 76
 
4.0%
15 74
 
3.9%
12 72
 
3.8%
13 69
 
3.7%
-1 66
 
3.5%
7 66
 
3.5%
-2 66
 
3.5%
19 66
 
3.5%
0 64
 
3.4%
Other values (35) 1160
61.7%
ValueCountFrequency (%)
-17 3
 
0.2%
-16 1
 
0.1%
-15 1
 
0.1%
-14 1
 
0.1%
-13 3
 
0.2%
-12 3
 
0.2%
-11 4
 
0.2%
-10 4
 
0.2%
-9 9
0.5%
-8 12
0.6%
ValueCountFrequency (%)
27 4
 
0.2%
26 14
 
0.7%
25 42
2.2%
24 49
2.6%
23 49
2.6%
22 59
3.1%
21 76
4.0%
20 101
5.4%
19 66
3.5%
18 57
3.0%

10시 기상정보
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)2.4%
Missing10
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean11.34492
Minimum-17
Maximum28
Zeros56
Zeros (%)3.0%
Negative236
Negative (%)12.6%
Memory size16.7 KiB
2023-12-13T08:43:12.026534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17
5-th percentile-3
Q13
median12
Q320
95-th percentile25
Maximum28
Range45
Interquartile range (IQR)17

Descriptive statistics

Standard deviation9.353944
Coefficient of variation (CV)0.82450508
Kurtosis-0.92483672
Mean11.34492
Median Absolute Deviation (MAD)8
Skewness-0.24054176
Sum21215
Variance87.496269
MonotonicityNot monotonic
2023-12-13T08:43:12.141636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
21 91
 
4.8%
1 77
 
4.1%
10 76
 
4.0%
13 75
 
4.0%
22 75
 
4.0%
24 73
 
3.9%
14 72
 
3.8%
12 71
 
3.8%
23 69
 
3.7%
16 63
 
3.4%
Other values (35) 1128
60.0%
ValueCountFrequency (%)
-17 1
 
0.1%
-16 2
 
0.1%
-15 1
 
0.1%
-14 1
 
0.1%
-12 3
 
0.2%
-11 3
 
0.2%
-10 4
0.2%
-9 4
0.2%
-8 9
0.5%
-7 7
0.4%
ValueCountFrequency (%)
28 11
 
0.6%
27 11
 
0.6%
26 39
2.1%
25 43
2.3%
24 73
3.9%
23 69
3.7%
22 75
4.0%
21 91
4.8%
20 61
3.2%
19 53
2.8%

11시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
22
 
91
14
 
79
16
 
78
24
 
75
25
 
75
Other values (44)
1482 

Length

Max length4
Median length2
Mean length1.7345745
Min length1

Unique

Unique4 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row28
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
22 91
 
4.8%
14 79
 
4.2%
16 78
 
4.1%
24 75
 
4.0%
25 75
 
4.0%
23 74
 
3.9%
15 74
 
3.9%
2 72
 
3.8%
20 69
 
3.7%
3 67
 
3.6%
Other values (39) 1126
59.9%

Length

2023-12-13T08:43:12.248646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2 105
 
5.6%
1 95
 
5.1%
3 91
 
4.8%
22 91
 
4.8%
4 83
 
4.4%
14 80
 
4.3%
16 79
 
4.2%
25 75
 
4.0%
24 75
 
4.0%
15 75
 
4.0%
Other values (23) 1031
54.8%

12시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
24
 
94
16
 
79
20
 
77
23
 
77
18
 
77
Other values (44)
1476 

Length

Max length4
Median length2
Mean length1.7393617
Min length1

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row30
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
24 94
 
5.0%
16 79
 
4.2%
20 77
 
4.1%
23 77
 
4.1%
18 77
 
4.1%
25 72
 
3.8%
14 72
 
3.8%
19 70
 
3.7%
15 68
 
3.6%
5 68
 
3.6%
Other values (39) 1126
59.9%

Length

2023-12-13T08:43:12.355792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
24 94
 
5.0%
16 79
 
4.2%
4 78
 
4.1%
20 77
 
4.1%
23 77
 
4.1%
18 77
 
4.1%
3 77
 
4.1%
5 76
 
4.0%
1 75
 
4.0%
14 73
 
3.9%
Other values (25) 1097
58.4%

13시 기상정보
Categorical

Distinct48
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
24
 
90
20
 
89
25
 
82
17
 
79
6
 
78
Other values (43)
1462 

Length

Max length3
Median length2
Mean length1.7441489
Min length1

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row31
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
24 90
 
4.8%
20 89
 
4.7%
25 82
 
4.4%
17 79
 
4.2%
6 78
 
4.1%
22 78
 
4.1%
26 77
 
4.1%
5 77
 
4.1%
21 74
 
3.9%
16 70
 
3.7%
Other values (38) 1086
57.8%

Length

2023-12-13T08:43:12.466845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
24 90
 
4.8%
20 89
 
4.7%
6 85
 
4.5%
25 82
 
4.4%
5 80
 
4.3%
17 79
 
4.2%
22 78
 
4.1%
26 77
 
4.1%
21 74
 
3.9%
16 70
 
3.7%
Other values (25) 1076
57.2%

14시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
25
 
90
26
 
86
6
 
79
22
 
79
27
 
78
Other values (44)
1468 

Length

Max length3
Median length2
Mean length1.7579787
Min length1

Unique

Unique5 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row32
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
25 90
 
4.8%
26 86
 
4.6%
6 79
 
4.2%
22 79
 
4.2%
27 78
 
4.1%
24 78
 
4.1%
21 78
 
4.1%
8 73
 
3.9%
18 73
 
3.9%
17 71
 
3.8%
Other values (39) 1095
58.2%

Length

2023-12-13T08:43:12.586189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
25 90
 
4.8%
26 86
 
4.6%
6 81
 
4.3%
22 79
 
4.2%
27 78
 
4.1%
24 78
 
4.1%
21 78
 
4.1%
8 75
 
4.0%
18 73
 
3.9%
7 71
 
3.8%
Other values (26) 1091
58.0%

15시 기상정보
Categorical

Distinct48
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
26
 
91
27
 
89
25
 
88
19
 
82
22
 
81
Other values (43)
1449 

Length

Max length3
Median length2
Mean length1.7776596
Min length1

Unique

Unique4 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row32
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
26 91
 
4.8%
27 89
 
4.7%
25 88
 
4.7%
19 82
 
4.4%
22 81
 
4.3%
23 76
 
4.0%
8 72
 
3.8%
21 69
 
3.7%
20 68
 
3.6%
24 67
 
3.6%
Other values (38) 1097
58.4%

Length

2023-12-13T08:43:12.977262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
26 91
 
4.8%
27 89
 
4.7%
25 88
 
4.7%
19 82
 
4.4%
22 81
 
4.3%
23 76
 
4.0%
8 74
 
3.9%
9 69
 
3.7%
21 69
 
3.7%
20 68
 
3.6%
Other values (26) 1093
58.1%

16시 기상정보
Categorical

Distinct47
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
23
 
92
25
 
91
28
 
83
27
 
83
20
 
78
Other values (42)
1453 

Length

Max length4
Median length2
Mean length1.8037234
Min length1

Unique

Unique4 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row32
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
23 92
 
4.9%
25 91
 
4.8%
28 83
 
4.4%
27 83
 
4.4%
20 78
 
4.1%
26 75
 
4.0%
21 71
 
3.8%
24 69
 
3.7%
18 67
 
3.6%
10 67
 
3.6%
Other values (37) 1104
58.7%

Length

2023-12-13T08:43:13.094876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
23 92
 
4.9%
25 91
 
4.8%
28 83
 
4.4%
27 83
 
4.4%
20 78
 
4.1%
26 75
 
4.0%
21 71
 
3.8%
9 69
 
3.7%
24 69
 
3.7%
18 67
 
3.6%
Other values (27) 1102
58.6%

17시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
25
 
88
23
 
85
28
 
80
26
 
80
21
 
78
Other values (44)
1469 

Length

Max length4
Median length2
Mean length1.787234
Min length1

Unique

Unique5 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row32
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
25 88
 
4.7%
23 85
 
4.5%
28 80
 
4.3%
26 80
 
4.3%
21 78
 
4.1%
27 77
 
4.1%
9 75
 
4.0%
19 75
 
4.0%
17 74
 
3.9%
22 72
 
3.8%
Other values (39) 1096
58.3%

Length

2023-12-13T08:43:13.211919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
25 88
 
4.7%
23 85
 
4.5%
28 80
 
4.3%
26 80
 
4.3%
21 78
 
4.1%
9 78
 
4.1%
27 77
 
4.1%
19 75
 
4.0%
17 74
 
3.9%
22 72
 
3.8%
Other values (28) 1093
58.1%

18시 기상정보
Categorical

Distinct50
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
26
 
89
22
 
85
27
 
81
25
 
79
24
 
79
Other values (45)
1467 

Length

Max length4
Median length2
Mean length1.7654255
Min length1

Unique

Unique5 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row31
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
26 89
 
4.7%
22 85
 
4.5%
27 81
 
4.3%
25 79
 
4.2%
24 79
 
4.2%
18 79
 
4.2%
8 74
 
3.9%
23 73
 
3.9%
20 71
 
3.8%
21 69
 
3.7%
Other values (40) 1101
58.6%

Length

2023-12-13T08:43:13.328082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
26 89
 
4.7%
22 85
 
4.5%
27 81
 
4.3%
25 79
 
4.2%
24 79
 
4.2%
18 79
 
4.2%
8 75
 
4.0%
23 73
 
3.9%
20 71
 
3.8%
6 69
 
3.7%
Other values (28) 1100
58.5%

19시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
25
 
88
20
 
83
23
 
81
21
 
78
26
 
77
Other values (44)
1473 

Length

Max length4
Median length2
Mean length1.7632979
Min length1

Unique

Unique5 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row31
3rd row미수집
4th row25
5th row미수집

Common Values

ValueCountFrequency (%)
25 88
 
4.7%
20 83
 
4.4%
23 81
 
4.3%
21 78
 
4.1%
26 77
 
4.1%
24 77
 
4.1%
19 74
 
3.9%
27 71
 
3.8%
18 69
 
3.7%
8 69
 
3.7%
Other values (39) 1113
59.2%

Length

2023-12-13T08:43:13.435679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
25 88
 
4.7%
20 83
 
4.4%
23 81
 
4.3%
21 78
 
4.1%
26 77
 
4.1%
24 77
 
4.1%
19 74
 
3.9%
8 72
 
3.8%
27 71
 
3.8%
18 69
 
3.7%
Other values (26) 1110
59.0%

20시 기상정보
Categorical

Distinct48
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
18
 
88
25
 
85
20
 
85
26
 
75
21
 
73
Other values (43)
1474 

Length

Max length4
Median length2
Mean length1.7361702
Min length1

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row30
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
18 88
 
4.7%
25 85
 
4.5%
20 85
 
4.5%
26 75
 
4.0%
21 73
 
3.9%
23 73
 
3.9%
22 72
 
3.8%
17 71
 
3.8%
19 71
 
3.8%
24 69
 
3.7%
Other values (38) 1118
59.5%

Length

2023-12-13T08:43:13.570854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
18 88
 
4.7%
20 85
 
4.5%
25 85
 
4.5%
26 75
 
4.0%
21 73
 
3.9%
23 73
 
3.9%
4 72
 
3.8%
22 72
 
3.8%
17 71
 
3.8%
19 71
 
3.8%
Other values (25) 1115
59.3%

21시 기상정보
Categorical

Distinct49
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
18
 
92
25
 
79
21
 
79
24
 
76
19
 
76
Other values (44)
1478 

Length

Max length4
Median length2
Mean length1.7324468
Min length1

Unique

Unique5 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row30
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
18 92
 
4.9%
25 79
 
4.2%
21 79
 
4.2%
24 76
 
4.0%
19 76
 
4.0%
17 75
 
4.0%
15 74
 
3.9%
23 72
 
3.8%
4 70
 
3.7%
16 69
 
3.7%
Other values (39) 1118
59.5%

Length

2023-12-13T08:43:13.686995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1 95
 
5.1%
18 92
 
4.9%
4 81
 
4.3%
21 79
 
4.2%
25 79
 
4.2%
24 76
 
4.0%
19 76
 
4.0%
17 75
 
4.0%
15 74
 
3.9%
23 72
 
3.8%
Other values (25) 1081
57.5%

22시 기상정보
Categorical

Distinct48
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
18
 
85
17
 
82
24
 
78
23
 
75
21
 
74
Other values (43)
1486 

Length

Max length4
Median length2
Mean length1.7223404
Min length1

Unique

Unique6 ?
Unique (%)0.3%

Sample

1st row미수집
2nd row29
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
18 85
 
4.5%
17 82
 
4.4%
24 78
 
4.1%
23 75
 
4.0%
21 74
 
3.9%
22 73
 
3.9%
15 72
 
3.8%
16 70
 
3.7%
20 67
 
3.6%
14 66
 
3.5%
Other values (38) 1138
60.5%

Length

2023-12-13T08:43:13.803573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2 92
 
4.9%
18 85
 
4.5%
1 82
 
4.4%
17 82
 
4.4%
24 78
 
4.1%
23 75
 
4.0%
21 74
 
3.9%
22 73
 
3.9%
15 72
 
3.8%
3 71
 
3.8%
Other values (24) 1096
58.3%

23시 기상정보
Categorical

Distinct46
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
21
 
84
17
 
84
23
 
78
22
 
76
14
 
74
Other values (41)
1484 

Length

Max length3
Median length2
Mean length1.7159574
Min length1

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row29
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
21 84
 
4.5%
17 84
 
4.5%
23 78
 
4.1%
22 76
 
4.0%
14 74
 
3.9%
16 74
 
3.9%
15 71
 
3.8%
12 69
 
3.7%
4 66
 
3.5%
18 65
 
3.5%
Other values (36) 1139
60.6%

Length

2023-12-13T08:43:13.946867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2 102
 
5.4%
1 92
 
4.9%
17 85
 
4.5%
21 84
 
4.5%
3 83
 
4.4%
23 78
 
4.1%
4 77
 
4.1%
22 76
 
4.0%
14 75
 
4.0%
16 74
 
3.9%
Other values (22) 1054
56.1%

24시 기상정보
Categorical

Distinct46
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.8 KiB
21
 
91
16
 
74
22
 
74
13
 
73
14
 
73
Other values (41)
1495 

Length

Max length3
Median length2
Mean length1.7095745
Min length1

Unique

Unique4 ?
Unique (%)0.2%

Sample

1st row미수집
2nd row28
3rd row미수집
4th row24
5th row미수집

Common Values

ValueCountFrequency (%)
21 91
 
4.8%
16 74
 
3.9%
22 74
 
3.9%
13 73
 
3.9%
14 73
 
3.9%
17 72
 
3.8%
15 71
 
3.8%
23 67
 
3.6%
10 65
 
3.5%
12 65
 
3.5%
Other values (36) 1155
61.4%

Length

2023-12-13T08:43:14.073260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2 116
 
6.2%
1 105
 
5.6%
3 95
 
5.1%
21 91
 
4.8%
22 74
 
3.9%
13 74
 
3.9%
16 74
 
3.9%
14 73
 
3.9%
17 73
 
3.9%
4 72
 
3.8%
Other values (21) 1033
54.9%

Sample

일자기상관측소코드관측예측 구분01시 기상정보02시 기상정보03시 기상정보04시 기상정보05시 기상정보06시 기상정보07시 기상정보08시 기상정보09시 기상정보10시 기상정보11시 기상정보12시 기상정보13시 기상정보14시 기상정보15시 기상정보16시 기상정보17시 기상정보18시 기상정보19시 기상정보20시 기상정보21시 기상정보22시 기상정보23시 기상정보24시 기상정보
020230707서울관측26262525252424242526미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집
120230707서울예측272625252423232425262830313232323231313030292928
220230707부산관측23232323232323242425미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집
320230707부산예측252525242423232324242424252525252525252424242424
420230707대구관측25252424232323242424미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집
520230707대구예측282726252423232424252627282828282827272626252524
620230707광주관측24242424242324252524미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집
720230707광주예측262525242423232324242525262727272727272626262525
820230707대전관측24242424232323232425미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집미수집
920230707대전예측262525242423232425262728292929292928282727262625
일자기상관측소코드관측예측 구분01시 기상정보02시 기상정보03시 기상정보04시 기상정보05시 기상정보06시 기상정보07시 기상정보08시 기상정보09시 기상정보10시 기상정보11시 기상정보12시 기상정보13시 기상정보14시 기상정보15시 기상정보16시 기상정보17시 기상정보18시 기상정보19시 기상정보20시 기상정보21시 기상정보22시 기상정보23시 기상정보24시 기상정보
187020230101서울관측1222211-2-2-2002343320-1-2-2-3-3
187120230101서울예측0-1-1-2-2-3-3-2-2-1012344322100-1-2
187220230101부산관측00-1-1000-2-2135577876432221
187320230101부산예측3322211234567891098765544
187420230101대구관측-5-5-6-6-6-7-7-7-7-5-2157898652210-1
187520230101대구예측2110-1-1-2-10135678876543211
187620230101광주관측-3-3-3-3-4-4-4-5-5-3-135676542110-10
187720230101광주예측1100-1-1-2-10135678765432211
187820230101대전관측-3-4-4-4-4-5-5-5-5-4-2145665310-1-2-2-3
187920230101대전예측00-1-1-2-2-3-2-10123456543210-1-2