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forsk_coding_school_ml_project's Introduction

Understanding Human Sentiments using AI Based Techniques

Mentors: Mr. Yogendra Singh, Dr.Sylvester Fernandes from Forsk Coding School

A Dashboard to analyse the sentiments of reviews by customers using the product and predict the sentiment of any newly entered review.

For a complete demo of the project, please watch the video: https://youtu.be/0WhRESq_Hnk

File containing the ui: review_predictor_app.py

Components of the DashBoard:

Pie Chart

Pie chart representing the percentage of positive and negative reviews in the scrapped data

Tech Stack:

Plotly Go to create the piechart and Graph from dash core components to display it.

Wordcloud

Wordcloud showing the most frequently occuring words in the reviews

Tech Stack:

Wordcloud library to create the wordcloud and BytesIO to produce a binary image to be rendered to the webpage

Dropdown Evaluator

A functionality to evaluate the sentiment of a review by using the ML Model

Text Evaluator

A Functionality to evaluate user typed reviews by using the ML Model

forsk_coding_school_ml_project's People

Contributors

sindhu-321 avatar

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