Download Counts Lie: Finding Real Opportunities Among Abandoned Extensions

Analyzing abandoned software by user count alone is deceptive—critical technical traps and unfixable backend issues hide beneath high ratings and user counts. A data-driven scoring system that weighs review sentiment and technical debt against demand reveals the gap between apparent opportunity and actual viability, helping developers avoid costly dead ends while identifying genuinely worthwhile projects to improve.