Pca Analysis, K Means, Traffic Data, Data Science, Machine Learning.
stations. Z = pca.fit_transform(X) # Name the PCs according to the insights on W matrix Z_df = pd.DataFrame(Z, index=origin_mapper.keys(), columns=['Night', 'Noon', 'Morning']) # Look at the stations we demonstrated earlier Z_df = Z_df.loc[['Zhongxiao_Fuxing', 'Taipei_City_Hall', 'Xinpu',