Install the latest version of python Download Python

Clone the repository

git clone https://github.com/shaban00/esg-bert.git

Change directory to the project

cd esg-bert

Install python virtual environment

python -m venv .venv

Activate python virtual environment

• On Windows

  .venv\Scripts\activate

• On Linux/MacOS

  source .venv/bin/activate

Install python dependencies

pip install pandas transformers tika tqdm openpyxl

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

Run the script

python app.py -d 'directory1,directory2' -f 'file1,file2' -o 'filename.json'

• You can specify either -d or -f or both
• "-d" specifies directories separated with commas
• "-f" specifies files separted with commas
• "-o" specifies the JSON output filename. eg: output.json

Convert JSON output to CSV

Online

• JSON TO CSV

Offline

python convert.py -i "input_filename.json" -o "output_filename"

Import CSV into excel for analysis (optional)