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Topic Analysis of Clothing Reviews with Embeddings

IntermediateSkill Level
4.8+
529 reviews
Updated 06/2025
Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.
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OpenAIArtificial Intelligence1 hr1 Task1,500 XP3,679

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Project Description

Topic Analysis of Clothing Reviews with Embeddings

In the competitive world of e-commerce, understanding customer feedback is vital for business success. This project focuses on analyzing reviews from the Women's Clothing E-Commerce Reviews dataset. The challenge is to process and analyze text data, categorize feedback into themes, and perform semantic and similarity searches to gain deeper understanding of customer sentiments. The project will provide invaluable skills in data processing, natural language understanding, and leveraging AI for practical business applications.

Topic Analysis of Clothing Reviews with Embeddings

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.
Start Project
  • 1

    Answer sales related queries for sales and marketing team.

Don’t just take our word for it

*4.8
from 529 reviews
83%
16%
1%
0%
0%
  • Aymen
    yesterday

  • Zeamanuel
    2 days ago

  • RAYMOND
    2 days ago

  • Manuel
    2 days ago

  • Nicko James
    2 days ago

  • Nabil
    2 days ago

    It was kinda hard using ChromaDB considering i can't reset the ChromaDB I created so my code has some workarounds (such as not adding items to collection if there is already items – because the expensive embedding calculation and running of the project for submission would cause a timeout issues)

Aymen

Zeamanuel

RAYMOND

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