David WoroniukWorldWeatherPy — a Python package for weather data extraction.Usage notes for the WorldWeatherPy package.Nov 17, 2020Nov 17, 2020
David WoroniukinTowards Data ScienceOutlier Detection with RNN AutoencodersUtilising a reconstruction autoencoder model to detect anomalies in time series data.Oct 18, 2020Oct 18, 2020
David Woroniuk“Sentimentum Investing” — Combining Sentiment Analysis in Systematic TradingUtilising 250,000+ Tweets to backtest “sentimentum” trading strategies.Oct 1, 2020Oct 1, 2020
David WoroniukinTowards Data ScienceFOMC Named Entity Recognition — Has Information Content Evolved?This article uses the “FedTools” package and SpaCy to detect and analyse Named Entities within FOMC Statements.Sep 19, 2020Sep 19, 2020
David WoroniukinTowards Data ScienceFedspeak? Or just another Bag of Words?This Article introduces the “FedTools” Python package, providing a practical implementation of a basic Bag of Words algorithm.Sep 2, 2020Sep 2, 2020
David WoroniukinDataDrivenInvestorAnimated Chloropleth MapsIf a picture says a thousand words, an animation says one million!Mar 29, 2020Mar 29, 2020
David WoroniukinDataDrivenInvestorTime-Series Animation in MatplotlibUse the Matplotlib library to animate time-series data.Mar 19, 2020Mar 19, 2020
David WoroniukinDataDrivenInvestorTurtle Trading with Python— Is the trend really your friend?What is Turtle Trading? Does it beat the Index?Feb 27, 20203Feb 27, 20203
