Automated Data Analytics Tools

Repository of Python and SQL tools that automate data analysis and machine learning tasks (including natural language processing, classification, and regression modelling).

* Coronavirus Map

• Interactive map of COVID-19 cases in Ontario, Canada

* Twitter Classifier

• Downloads and categorizes tweets using a prediction algorithm based on machine learning

* Reddit Web Scraper

• Collects top posts and associated top comments from a specific subreddit

* Location-based Profiler

• Creates socio-demographic profiles of passengers on the London Underground transit system using geospatial analysis

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Technical Skills:

Key Programming/Query Languages:

• Python (Pandas, Numpy, Scikit-learn, GeoPy, others)
• MySQL

Machine Learning:

• Natural language processing
• Classification
• Clustering

Statistical Methods:

• Regression modelling (multivariable, logistic, probit)
• Time series analysis

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About me:

I’m a data analyst with an MSc in data science and 7+ years of experience in applying statistical analysis to economic and market research. I’m currently based in Toronto, Canada.