Blog

Judging Wine Prices: Selecting a Model (Part 2)

Python

JSON

BERT

NLP

machine-learning

sklearn

Using both context (SBERT) and keywords (TF-IDF) with XGBoost

Judging Wine Prices: Training Data (Part 1)

Python

JSON

BERT

NLP

Is $20 a good price for this bottle?

31 Million Wine Reviews

Python

JSON

NLP

PostgreSQL

I scraped a LOT of reviews. Found neat distributions and bizarre reviewers.

DIY Wine Database with postgreSQL

bash

YAML

GitHub Actions

PostgreSQL

Imagine the LCBO website without ads, overlays, cookies, and clunky UI.

Making my own scraper bot!

bash

YAML

GitHub Actions

I made a bot that runs on GitHub to regularly collect LCBO data.

Scraping LCBO Data (Part 3: Product Descriptions)

Python

HTML

bash

JSON

Learn how to find and download data products from the LCBO webpage.

Scraping LCBO Data (Part 2: Product Inventory)

Python

HTML

bash

JSON

Scraping with regex.

Scraping LCBO Data (Part 1: Store Information)

Python

HTML

bash

JSON

Learn how to find and download data products from the LCBO webpage.