Data
weather

weather

active ARFF Publicly available Visibility: public Uploaded 08-08-2024 by KANCHAN KALE
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weather data

23 features

Datestring3436 unique values
0 missing
Locationstring49 unique values
0 missing
MinTempnumeric389 unique values
1485 missing
MaxTempnumeric505 unique values
1261 missing
Rainfallnumeric681 unique values
3261 missing
Evaporationnumeric358 unique values
62790 missing
Sunshinenumeric145 unique values
69835 missing
WindGustDirstring16 unique values
10326 missing
WindGustSpeednumeric67 unique values
10263 missing
WindDir9amstring16 unique values
10566 missing
WindDir3pmstring16 unique values
4228 missing
WindSpeed9amnumeric43 unique values
1767 missing
WindSpeed3pmnumeric44 unique values
3062 missing
Humidity9amnumeric101 unique values
2654 missing
Humidity3pmnumeric101 unique values
4507 missing
Pressure9amnumeric546 unique values
15065 missing
Pressure3pmnumeric549 unique values
15028 missing
Cloud9amnumeric10 unique values
55888 missing
Cloud3pmnumeric10 unique values
59358 missing
Temp9amnumeric441 unique values
1767 missing
Temp3pmnumeric502 unique values
3609 missing
RainTodaystring2 unique values
3261 missing
RainTomorrowstring2 unique values
3267 missing
Show all 23 features

19 properties

NumberOfInstances
145460
Number of instances (rows) of the dataset.
NumberOfFeatures
23
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
343248
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
89040
Number of instances with at least one value missing.
NumberOfNumericFeatures
16
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
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
61.21
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
10.26
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
69.57
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.
Show all 19 properties

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