diff --git a/ex3/exercise3.py b/ex3/exercise3.py index 958f219..fd2932d 100644 --- a/ex3/exercise3.py +++ b/ex3/exercise3.py @@ -9,7 +9,7 @@ IMPORTANT: Remove leading space from column '# Bytes' in csv file or pandas won't read it correctly. ''' -dataset = pd.read_csv('./global_last10years.csv', index_col=0).dropna() +dataset = pd.read_csv('./global_last10years.csv', index_col=0).fillna(0) # Convert unix timestamps to dates timestamps = mdate.epoch2num(dataset.index) @@ -29,7 +29,7 @@ ts_uIPd = dataset.iloc[:,3] ### rep-14: Signals correlation ### -print('Correlations between different columns (NaNs filtered):') +print('Correlations between different columns (NaNs replace with 0):') print(dataset.corr(method='pearson').round(decimals=2)) ### rep-15: Destinations/Sources ratio ###