Data Collection
Our comprehensive analysis began with gathering customer feedback from multiple online sources, including major e-commerce platforms like Amazon, Home Depot, Walmart, and specialized gardening retailers across different countries.
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We collected feedback spanning the last 24 months to capture the most recent user experiences while providing sufficient data for meaningful trend analysis.
Verification & Filtering
To ensure data integrity, we focused primarily on verified purchase reviews, which offer greater reliability than unverified feedback. Reviews were categorized by verification status, with verified purchases given higher weight in our analysis. We also screened for and excluded potentially fraudulent reviews using sentiment analysis and pattern recognition
