E-Cigarette Scraping and Analysis Documentation¶

The code repository can be found here .

Main Topics

  • Introduction
    • Project Purpose
    • Approach
  • Data Features
  • Web Scraping
    • Sites
    • Total Items Scraped
  • Merging Data
    • Relevant Files and Folders
    • Steps for adding new data
    • All Columns and What they Mean
  • Natural Language Processing
    • Setup
    • NLP Features
  • Computer Vision
    • Pre-processing (YOLO V8 Code)
    • Vision Language Model (Screens and Iced Flavor Detection)
  • Other Resources

Update Slides¶

Slides

  • Updates - September 19, 2024
  • Updates - October 3, 2024
  • Updates - October 17, 2024
  • Updates - October 31, 2024
  • Updates - November 14, 2024
  • Updates - December 12, 2024
  • Automatic Detection of e-Cigarette Screens Using Artificial Intelligence Concept Proposal - July 2025
  • Updates - Aug 7, 2025
  • Updates - Sep 4, 2025
  • Updates - Sep 18, 2025
  • Updates - Oct 2, 2025
  • Updates - Oct 16, 2025

Indices and tables¶

  • Index

  • Module Index

  • Search Page

E-Cigarette Scraping and Analysis

Navigation

Main Topics

  • Introduction
  • Data Features
  • Web Scraping
  • Merging Data
  • Natural Language Processing
  • Computer Vision
  • Other Resources

Slides

  • Updates - September 19, 2024
  • Updates - October 3, 2024
  • Updates - October 17, 2024
  • Updates - October 31, 2024
  • Updates - November 14, 2024
  • Updates - December 12, 2024
  • Automatic Detection of e-Cigarette Screens Using Artificial Intelligence Concept Proposal - July 2025
  • Updates - Aug 7, 2025
  • Updates - Sep 4, 2025
  • Updates - Sep 18, 2025
  • Updates - Oct 2, 2025
  • Updates - Oct 16, 2025

Related Topics

  • Documentation overview
    • Next: Introduction

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