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NYC-Hourly-Temperature

NYC-Hourly-Temperature

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Stewart
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Context Hourly weather data for New York City. Extracted from online web sources. The following data set is cleaned for the purpose for NYC Taxi ETA calculation. Content We have features such as Date, Time, temperature (F), Dew Point (F), Humidity, Wind Speed (MPH), Condition. Acknowledgements The cleaned version is user owned. Used in past research for weather data analysis in Boston. Performed the similar calculation to extract the dataset. Inspiration The hourly dataset is cleaned with no missing values. Along with temperature the dataset also consists of features like Humidity and Condition such as snow, rain etc.

7 features

datestring183 unique values
0 missing
TimeESTstring682 unique values
0 missing
TemperatureFnumeric130 unique values
0 missing
Dew_PointFnumeric133 unique values
0 missing
Humiditynumeric88 unique values
4 missing
Wind_SpeedMPHstring25 unique values
0 missing
Conditionsstring15 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
5141
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
4
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
4
Number of instances with at least one value missing.
NumberOfNumericFeatures
3
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
42.86
Percentage of numeric attributes.
PercentageOfMissingValues
0.01
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0.08
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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