Tracey Ha's repositories
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
actuariescookbook
Data and analytics cookbook for actuaries
Amazon-Product-Review-Big-Data-ETL-Project
ETL Project with Big Data using PySpark and AWS's Relational Databases
belly-button-biodiversity-dashboard
Use plotly.js to create an interactive dashboard to explore Belly Button Biodiversity
census-data-visualisation
Use D3.js to visualise US Census Data
climate-data-analysis
Climate Analysis for a holiday vacation in Honolulu, Hawaii
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
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
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
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)
crowdfunding-service-analysis
To discover some tricks for finding success in crowdfunding service Kickstarter
Data-at-ANZ-Virtual-Experience
Analyse a synthesised banking transaction dataset using Python 3, Panda, and Tableau
earthquake-data-visualisation
Use leaflet.js to visualise United States Geological Survey's Earthquake Data against Tectonic Plates
employee-database-data-engineering
Employee Database - Data Engineering & Analysis
exoplanet-exploration-with-machine-learning
Create machine learning models capable of classifying candidate exoplanets on a planet-hunting mission
PyCitySchools-data-analysis
PyCitySchools with Pandas
Pymaceuticals-data-analysis
The Power of Plots
python-challenge
Data manipulation with financial records data and voting data
quantium-virtual-experience
To replicate life in the Retail Analytics and Strategy team at Quantium.
stock-data-analysis
Use VBA scripting to analyse stock market data
UFO-sightings-DOM-manipulation
JavaScript and DOM Manipulation - UFO Sightings Data
weather-analysis-dashboard
Create a dashboard to visualise weather analysis using HTML and CSS with Bootstrap
weather-analysis-with-API
Use citipy Python library, OpenWeatherMapApi, jupyter-gmaps, and Google Places API to analyse weather data
web-scraping-NASA-mars-site
Use BeautifulSoup, Pandas, Splinter to scrape data from different NASA Mars sites