ApisTox - dataset of pesticide toxicity to honey bees

This repository hosts ApisTox dataset, for applications of data analysis and ML in ecotoxicology and agrochemistry.

Paper preprint is available on ArXiv.

Dataset and code are released under CC-BY-NC-4.0 license.

Dataset files

Final dataset file is outputs/dataset_final.csv. For dataset splits, see outputs/splits directory.

Raw input data is in raw_data directory. Other datasets from this area are in other_sources directory (we do not recommend using them).

Reproducing dataset

Setup virtual environment:

• Poetry (recommended), run make install or poetry install --no-root
• venv, run pip install requirements.txt

Scripts:

• recreate dataset: python create_dataset.py
• split dataset:python create_dataset_splits.py
• create analyses and plots: python analyze_dataset.py