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Tracey Ha's Projects

covid19-vs-air-quality-project icon covid19-vs-air-quality-project

To answer question “How has the world air quality changed after half a year into the coronavirus pandemic?” using Python, Pandas, Matplotlib, Seaborn and Plotly Express

cuisine-demystifier-nlp-ml-project icon cuisine-demystifier-nlp-ml-project

Demystify Cuisine and Culture From Ingredients using Natural Language Processing and Machine Learning | Python, Pandas, Matplotlib, NLTK, scikit-learn, webscraping, Python Flask-powered API backed by PostgreSQL, Front-end with HTML, CSS, and Javascript

fastfood-census-etl-project icon fastfood-census-etl-project

Perform Extract-Transform-Load on three datasets: Fast Food Chains in America, US Census Bureau Demographic Data, and Zip Code to ZCTA Cross Walk using Pandas, PostgreSQL and SQLAlchemy

new-york-citi-bike-bi-project icon new-york-citi-bike-bi-project

Create a Tableau story that brings together visualisations, interactive maps, and dashboards to draw business insights about the New York Citi Bike Program from Jan 2018 to Oct 2020

threatened-species-visualisation-project icon threatened-species-visualisation-project

Tell a story of threatened species in Victoria through Data Visualisations | Data manipulation: Python, Pandas | Webscraping | Back-end: Python Flask-powered RESTful API backed by MongoDB | Front-end: HTML, CSS (with Bootstrap) and Javascript (with Leaflet.js, Plotly.js)

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