data-hunters / tiktok-analyzer

Scrapping and analyzing TikTok videos

TikTok Analyzer

This project was created to show how you can crawl videos from TikTok and convert speech (coming from video) to text.

Used libraries:

• https://github.com/Russell-Newton/TikTokPy
• https://github.com/openai/whisper

You need to clone the repository or download zipped project to run it.

git clone https://github.com/data-hunters/tiktok-analyzer.git

In next step, install required libraries:

pip install tiktokapipy
python -m playwright install
pip install whisper-openai

Examples

Displaying help:

python run.py --help

Downloading 10 latest videos (with soundtrack) by hashtag ukraine to tiktok_videos directory:

python run.py --hashtag ukraine --output-path tiktok_videos --max-videos 10

Downloading 10 latest videos (with soundtrack) of test123 user to tiktok_videos directory:

python run.py --user test123 --output-path tiktok_videos --max-videos 10

Converting speech to text based on mp3 files located in tiktok_videos, using OpenAI Whisper medium model and saving the output to tiktok_transcription directory:

python run.py --transcribe --input-path tiktok_videos --output-path tiktok_transcription --model medium

Running all of the above steps with single command:

python run.py --hashtag ukraine --user test123 --max-videos 10 --transcribe --input-path tiktok_videos --output-path tiktok_videos --model medium