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Voice recordings across 50+ African languages for ASR training and speech recognition models
Annotated dataset of 100K+ local products across African markets for computer vision
Large-scale Swahili text corpus with sentiment labels for natural language processing
High-resolution geospatial data with POI annotations across Kenya
De-identified healthcare survey responses from 10,000+ participants across East Africa
Crop yield, weather patterns, and farming practice data from smallholder farmers
Education data from 500+ schools across East Africa with performance metrics
Real-time traffic patterns and public transport data from major African cities
Business operations and financial data from 1000+ small and medium enterprises
Anonymized mobile money transaction patterns from East African markets
Historical and real-time climate data with weather patterns and predictions
Social media posts with sentiment analysis in multiple African languages