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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Sentiment Analysis of Reviews #570

Closed Anantashayana closed 1 year ago

Anantashayana commented 1 year ago

Is your feature request related to a problem? Please describe.

Develop a solution to scrape and analyze customer reviews from various sources. Clean and preprocess the data, then perform analysis such as topic modeling, sentiment analysis, and word clouds to gain insights into customer feedback and improve overall customer satisfaction.

Describe the solution you'd like

Build a web scraping pipeline to collect customer reviews from multiple websites and sources. Preprocess the data by cleaning and formatting it. Apply natural language processing techniques for topic modeling, sentiment analysis, and generate word clouds to extract meaningful insights from the reviews. Utilize these insights to identify areas for improvement and enhance the customer experience.

Describe alternatives you've considered

Alternative solution: Implement a feedback form on the company's website to directly collect customer reviews and opinions. Analyze the feedback using sentiment analysis and categorize it based on key themes to understand customer sentiments and identify areas for improvement.

Additional context

No response

Code of Conduct

khusheekapoor commented 1 year ago

Hi, we have many similar issues. Hence, we cannot assign you this one.