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ulaanbaatar-weather-2015-2020

ulaanbaatar-weather-2015-2020

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Stewart
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Context You can find a detailed weather data (2015-2020) of Ulaanbaatar, capital city of Mongolia. Content Data is including the timestamps (UTC) and timely basis data of weather related features, such as temperature, wind etc Inspiration Since there are a lot of need to use weather data but not enough free materials, I am sharing this for you guys! Data Description You can find it easily on https://www.wunderground.com/ Enjoy and Upvote 3

20 features

pressurenumeric91 unique values
4 missing
datestring49184 unique values
0 missing
cldsstring5 unique values
1 missing
uv_indexnumeric10 unique values
0 missing
feels_likenumeric132 unique values
27 missing
uv_descstring4 unique values
0 missing
wspdnumeric20 unique values
17 missing
wdir_cardinalstring18 unique values
17 missing
wcnumeric126 unique values
28 missing
visnumeric13 unique values
0 missing
expire_time_gmtnumeric49184 unique values
0 missing
rhnumeric88 unique values
11 missing
heat_indexnumeric85 unique values
11 missing
dewPtnumeric65 unique values
11 missing
wx_phrasestring49 unique values
0 missing
icon_extdnumeric62 unique values
0 missing
wx_iconnumeric25 unique values
0 missing
tempnumeric79 unique values
11 missing
day_indstring2 unique values
0 missing
valid_time_gmtnumeric49184 unique values
0 missing
Show all 20 features

19 properties

NumberOfInstances
49184
Number of instances (rows) of the dataset.
NumberOfFeatures
20
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
138
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
33
Number of instances with at least one value missing.
NumberOfNumericFeatures
14
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
70
Percentage of numeric attributes.
PercentageOfMissingValues
0.01
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0.07
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0
Number of attributes divided by the number of instances.
Show all 19 properties

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