Data
Weather-Istanbul-Data-2009-2019

Weather-Istanbul-Data-2009-2019

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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Context Train your project by getting weather data from Istanbul. Content You can find daily weather, rainfall, sunrise time, sunset time, moonrise time, sunset time, average wind speed, average humidity and average pressure in Istanbul dataset. Source Daily observations were taken from the https://www.worldweatheronline.com website. Inspiration Estimating trained with tomorrow's weather binary classification method.

12 features

DateTimestring3896 unique values
0 missing
Conditionstring26 unique values
0 missing
Rainnumeric550 unique values
0 missing
MaxTempnumeric38 unique values
0 missing
MinTempnumeric32 unique values
0 missing
SunRisestring178 unique values
0 missing
SunSetstring185 unique values
0 missing
MoonRisestring1343 unique values
132 missing
MoonSetstring1349 unique values
131 missing
AvgWindnumeric50 unique values
0 missing
AvgHumiditynumeric57 unique values
0 missing
AvgPressurenumeric44 unique values
0 missing
Show all 12 features

19 properties

NumberOfInstances
3896
Number of instances (rows) of the dataset.
NumberOfFeatures
12
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
263
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
263
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
50
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
6.75
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.56
Percentage of missing values.
Show all 19 properties

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