Thanh Le ~ Storytelling with data
Programming Projects
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My Projects
(click below to view details and codes in Github repository)
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HOTzone - Wildfire Growth Prediction
Team Project: Web application that combines historical fire data, historical and current weather data, and machine learning to predict where an active wildfire could spread on a day-to-day basis.
Project was hosted on AWS platform, but now site has expired. Video recording of site and codes are available upon request.
Reddit Analysis - Random Acts of Pizza
Team Project: Perform analysis on data collected from Reddit, building machine learning model (Python scikit-learn) to predict future possibilities.
Earthquake Analysis
Final project for data analytics class: an attempt to analyze Earthquake pattern / data and a modest attempt to potentially create a predictive model.
Youtube Analysis
Team Project: To analyze video data gathered from YouTube API and to recommend potentially most profitable video type.
Crime Analysis in Python
Team Project: Data driven approach to analyze correlations in the dataset and provide actionable recommendations.
Crime Analysis in R
Team Project: Statistical approach to analyze correlations in the dataset and provide actionable recommendations.
Netiquette Analysis in R
Team Project: Experiment designed using Qualtrics and using statistical approach to analyze causal relationship in the observations collected.
Python: Hangman Game
Python code for Hangman game.
Python: Rock, Paper, Scissor Game
Python code for the well known game of Rock, Paper, Scissor.
Python: Matplotlib Graphing
This repository contains the Jupyter notebook to an analysis of a fictional ride sharing company.
Python: Weather Data
This repository contains codes to analyze weather data and pattern from OpenweatherMap API.
Python / SQLAlchemy: Weather Stations Data
This repository contains a Jupyter notebook (using Python, SQLAlchemy, SQLite, and Flask) to query and analyze precipitation and temperature data of Hawaii.
Python: Simple Python coding
This repository contains two sets of Python codes, analyzing data from CSV files and printing out the results / analysis and saving the conclusions to a text file.
HTML / Bootstrap / CSS: Weather Data
Using HTML / CSS and Bootstrap to visualize weather analysis and data results from OpenweatherMap API.
Javascript / D3: Journalism Data
This respository holds the code to analyze data from a CSV file, and using html and d3 to create a scatter plot of the dataset.
SQL Queries
This Github repository represents a varied set of SQL queries that one would presumably use daily in a job interacting with a database.
Coral Bleaching
Team Project: Visualizations using Tableau and html to inform and educate general public about coral bleaching.