The dataset Kanye West YouTube Comments Sentiment Analysis was created by collecting YouTube comments using the YouTube Data API. This process is handled by the following script:
📄 00_Python_YouTube_Comments_Scraper.py
This script retrieves comments from selected YouTube videos and formats them for further analysis.
The resulting dataset is available on Kaggle: Kanye West YouTube Comments Sentiment Analysis
🗃️ https://www.kaggle.com/datasets/sphacode/kanye-west-youtube-comments-sentiment-analysis
mlflow server --backend-store-uri sqlite:///mlflow.db --default-artifact-root ./mlruns --host 127.0.0.1 --port 5000
In file:
import mlflow
mlflow.set_tracking_uri("http://127.0.0.1:5000")
mlflow.set_experiment("RF Baseline")
- TFIDF
- Max Feature
- Handling Imbalanced Data
- Hyperparameter tuning
- Multiple Model
- Stacking Model
git init, dvc init
- Data Ingestion
- Data PreProcessing
- Model Building
- Model Evaluation with MLflow
- Model Register in MLflow
https://github.com/spha-code/YouTube-Comments-Sentiment-Analysis-MLOps/blob/main/Docker/Dockerfile