Project Overview: Wine Ratings Data Preparation

Data-Processing Steps

1. Data Loading:
   Imported the dataset, focusing on the following key columns:

   • country
   • description
   • points
   • price
   • province
   • variety
   • winery

2. Data Cleaning:

   • Removed Missing Values:
     Dropped rows with missing data in any of the selected columns.

3. Handled Duplicates:

   • Exact Matches:
     Excluded exact duplicates with identical descriptions.
   • Different Descriptions:
     Merged ratings and combined descriptions for entries representing the same wine rated by different users.