Kabum Experiments

This repository contains code and data related to various experiments with Kabum Digital data, including the generation of JSON files and a podcast. Data is retrieved using the unofficial-kabum-digital-api, which must be running on your local machine.

Files

• entity_rank.json: JSON file related to entity ranking.
• kabumPostsData.json: The main dataset used in these experiments, retrieved using the unofficial Kabum Digital API.
• podcast/: Contains audio files generated using the "tts.py" script.
• tts.py: Python script for text-to-speech (TTS) functionality, used to generate audio for the podcast.
• index.py: Generate all the JSON files.
• most_used_words_and_phrases.json: JSON file with data about the most used words and phrases.
• requirements.txt: Lists the required dependencies for the project.
• view_rank.py: Python script for viewing ranking information.

Usage

To get started with this project, you need to have the unofficial-kabum-digital-api running on your local machine. Make sure you have the necessary dependencies installed as specified in the requirements.txt file.

Virtual Environment

In order to not mess with our normal environment, it's a practice to create a virtual environment which is isolated from others python libs.

1. Install virtualenv

pip install virtualenv

2. usage:

python<version> -m venv <virtualenv-environment-name>

Example:

python3 -m venv kabum-experiments-env

3. Activate the venv:

source <virtualenv-environment-name>/bin/activate

4. Deactivate the venv:

deactivate

Install dependencies

pip install -r requirements.txt

Key Usage Instructions

Here are some key usage instructions:

1. Use index.py to generate all the necessary data (JSON files).
2. Explore the data and insights in the kabumPostsData.json file, which is retrieved using the unofficial Kabum Digital API.
3. The "podcast" folder contains audio files generated from the text data using the tts.py script.
4. If you need to interact with Kabum's digital API, refer to unofficial-kabum-digital-api for more details.