Product Sentiment Analysis

Sentiment analysis with classical text embedding for Tokopedia's product's reviews.

Installation

With PDM (recommended)

1. Install PDM

   curl -sSL https://pdm-project.org/install-pdm.py | python3 -

2. Install dependencies (sync environment)

   pdm sync

With builtin virtual environment

1. Create virtual environment

   python -m venv .venv

2. Activate the virtual environment

   # .\.venv\Scripts\activate # windows
   ./.venv/bin/activate # linux

3. Install dependencies

   pip install -r requirements.txt

(Optional) Scraping Configuration

1. Sign up for Zyte API (for scraping). Modify .env.example to .env and put your API key there. Also follow the guide in Zyte docs to install certificate.

   cp .env.example .env

2. Run scraping

   pdm run scrape -o reviews.jsonl