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lib

lib

 
 

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README.md

README.md

 
 

STAT_NY.pickle

STAT_NY.pickle

 
 

function_as_vectors.ipynb

function_as_vectors.ipynb

 
 

pca_computation.ipynb

pca_computation.ipynb

 
 

snow_fall_insights.ipynb

snow_fall_insights.ipynb

 
 

spectral_analysis_of_snow_depth.ipynb

spectral_analysis_of_snow_depth.ipynb

 
 

weather_analysis_basics.ipynb

weather_analysis_basics.ipynb

 
 

weather_data_visualization.ipynb

weather_data_visualization.ipynb

 
 

weather_mapping.ipynb

weather_mapping.ipynb

 
 

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weather_analysis

Climate data

The data used here comes from NOAA. It was downloaded from this FTP site (ftp://ftp.ncdc.noaa.gov/pub/data/ghcn/daily/).

To view weather_mapping visualization, open the notebook on binder.

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Weather Analysis using PySpark

Topics

python statistical-analysis data-visualisation big-data-analytics pyspark-machine-learning weather-analysis

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