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pusp kumar vyas
The Weather History is the climate change data of
Hungary area, between 2006 and 2016. The
Weather History includes 10+ factors and approx
10000 observations . Our main job is to explore
the factors which have an impact on the
Temperature in Hungary.
 Time
 Summary
 Precipitate Type
 Apparent Temperature
 Humidity
 Wind Speed
 Wind Bearing
 Visibility
 Loud Cover
 Pressure
Factors which can have impact on Temperature
?
Correlation Between Factors
Apparent Temperature (C) VS Temperature (C)
Humidity VS Temperature (C)
0
Visibility(Km) VS Temperature (C)
0.392847
precipitate Type
Temperature(c)
Humidity
Visibility (km)
 Precipitate Type
 Apparent Temperature
 Humidity
 Visibility ?????? (correlation is Less)
Significant Factors which can impact Temperature
Cleaning outliers and Replacing Missing Values
After Training Model from Regression Technique
Temperature Prediction error
 Precipitate Type(Rain)
 Apparent Temperature
 Humidity
All of the above Factors are most significant for
Temperature change in Hungary.
Conclusion
Thank You !

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Weather history