Alternative data datasets
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A free forward catalyst calendar for clinical-stage biotech assets
US patent full text assembled by the Allen Institute from the USPTO, millions of records under ODC-BY: claims, abstracts, descriptions and metadata, in Parquet. A broad base for measuring IP intensity, technology landscapes and the direction of R&D spending.
Precision Agriculture Sensor Logs, Environmental Factors & Crop Yield Data.
A collection of broad leaved dock images for weed sprayer
Metadata for hundreds of thousands of clinical trials in English, French and Spanish, structured in Parquet with study-level fields such as phase, condition, sponsor and status (Apache 2.0). Trial starts and phase transitions lead clinical development, so this works as an early indicator of biotech pipeline activity.
A Machine Learning Ready Dataset for Predicting Agricultural Crop Yield Based.
Dataset for Crop Pest and Disease Detection
Data for the COVID-19 clinical trials registered in the US
Image Data set for Plant Disease detection
Sensors metrics of a bee community
Classification into bacteria, fungi, viruses, pests, healthy (balanced classes)
Collection of 15 Harmful Insects Found in Farming Environments