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Friday, February 5, 2021

An easy way to undersample Imbalanced ⚖️ Multi-Label 🏷 data

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Foreword Recently I've been working on an NLP project using the fastai library , which I outlined in my last post . I'm working towa...
Wednesday, January 20, 2021

Plucking 🐓 Emoji from strings 🧶 in Python 🐍 without breaking them 🏺

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Background For a recent NLP project, I found myself working with a large number of tweets containing emoji. The goal of this project may be...
Sunday, August 2, 2020

Taking an iterative approach to Data Science 🔄

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Foreword  A few months back I had an idea. Wouldn't it be cool to combine my two favourite interests, Food and Data? I got to thinking a...
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Saturday, July 4, 2020

Is America coming together or drifting apart with time? 😰

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Forward In part two of this series of articles, we set the stage for making graphs from our dataset using  principal component analysis ( ...
Thursday, March 5, 2020

How can we see in high-dimensional space? 🙈

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Forward In part one of this series, we took presidential speech data and through the process of  Stylometry , we calculated numeric finger...
Tuesday, February 25, 2020

Listening to dead presidents 👂

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Preamble I've always been a horrible speller (you probably know this by now if you're reading this blog). When I was in grade ...
Tuesday, June 18, 2019

"Hacking" Websites for all their assets

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Recently I re-watched the movie The Social Network . Youtube had been recommending me clips of the film for a while, so I finally broke do...