In this project, the UFC Dataset was scraped and preprocessed by the scraping tool developed by WarrierRajeev. The data originates from the UFC stats website, and was last scraped via the aforementioned tool on 13-12-2023. The last UFC event in this dataset is UFC Fight Night: Song vs. Gutierrez on 9-12-2023.
The notebooks follow the standard datascience process model:
- Exploratory data analysis can be found in
notebooks/1_exploratory_data_analysis.ipynb - Data preprocessing and cleaning can be found in
notebooks/2_data_preparation.ipynb - Modeling and evaluation can be found in
notebooks/3_modeling_and_evaluation.ipynb