YouTube Trending Video Statistics Tech Stack: Python, Pandas, YouTube Data API, Deepnote

• Wrote python modules representing YouTube resources

• Scheduled a notebook on Deepnote to automatically run the script at every 1 PM

• Automatically updated the dataset version on Kaggle using Kaggle API

• Used YouTube Data API v3 to interact with YouTube data on Google Cloud Platform

• Related links:

  Indonesia YouTube Trending Video Statistics

  Indonesia's Trending YouTube Video Statistics

  GitHub - syahrulhamdani/ytid-trends: Indonesia YouTube Trending Video Statistics

May 2021

Disaster Response Message Classification

Tech Stack: Python, Plotly, Flask, SQLAlchemy, Scikit-learn

• Trained a multiclass multilabel classifier using scikit-learn

• Built a web app using Flask as an interface to classify message/text to predefined disaster category

• Built a simple ETL Pipeline to preprocess text data from CSV to SQLite DB using SQLAlchemy for training

• Related links:

  GitHub - syahrulhamdani/disaster-response-pipeline: Classifying disaster response english messages/text

Feb 2021