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Beer Consumption Analysis

Using linear regression (sklearn)

Steps followed

  1. Importing libraries
  2. Linking google drive
  3. Importing the dataset
  4. Fine tuning the data, including typecasting and cleaning (removing NaN)
  5. Plotting the data against all constraints available
  6. Importing sklearn
  7. Fitting the model and calculating prediction
  8. Plotting the regression graph

Using KNN

Using Logistic Regression