- Data Source = Kaggle (Link : https://www.kaggle.com/yamqwe/walmart-product-listing-data-2020e)
- Performed Exploratory Data Analysis & Determined the top features best for Review's Semantic Classification.
- Applied the Fundamentals of Natural Language Processing to extract & pre-process text data.
- Performed Feature Engineering to built customized features for our Semantic Prediction / Clasification Model.
- Build a Text Classification Model to predict the Semantic of a given review & Achieved an F1-Score of 84.6 %.
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Walmart Inc. is an American multinational retail corporation that operates a chain of hypermarkets ,discount department stores and grocery stores. We have a dataset containing Product Reviews for the year 2020.
AbhishekThapaMangar12/Walmart-Product-Reviews-Analysis-and-Semantic-Classification
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Walmart Inc. is an American multinational retail corporation that operates a chain of hypermarkets ,discount department stores and grocery stores. We have a dataset containing Product Reviews for the year 2020.
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