raialbe / humanloop_challenge

HumanLoop Data Challenge

Alberto Raimondi

The task was completed using a jupyter notebook to allow the exploration of the data while explaining the motivation behind every step.

Installation

The file requirements.txt contains the python libraries needed to run the model. Additionally the spacy trf model is needed for dependency parsing and can be installed by running python -m spacy download en_core_web_trf

Preprocessing

The preprocessing step required accessing the API many times. To avoid too many useless requests the result was saved in a pickle file in the repository.

Usage

The analysis can be run by running the main jupyter notebook in a jupyter kernel.