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Tag: Python

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27 posts with this tag

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Applying sentiment analysis with VADER and the Twitter API

A few months ago, I posted a blog post about a small project I did where I analysed how people felt about the New Year's resolutions they post on Twitter. In this post, we'll go through the under-the-hood details of how I carried out this analysis, …

Posted on April 15, 2017 • 12 minutes read Read on
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Using VADER to handle sentiment analysis with social media text

A few months ago at work, I was fortunate enough to see some excellent presentations by a group of data scientists at Experian regarding the analytics work they do. One of the presenters gave a demonstration of some work they were doing with …

Posted on April 8, 2017 • 8 minutes read Read on
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How do we feel about New Year's resolutions (according to sentiment analysis)?

Happy New Year everyone! And given that it's a new year, it's the season for New Year's resolutions (I myself have been sadly off cake for the last week). Why do we love making New Year's resolutions so much? Well, change is hard - so hard, in fact, …

Posted on January 10, 2017 • 6 minutes read Read on
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A crash course in reproducible research in Python

A few weeks ago, I was lucky enough to present at PyCon Australia, right here in my home town of Melbourne. My talk was on reproducible research, an increasingly important concept in science and data analysis as projects become more complicated and …

Posted on October 4, 2016 • 14 minutes read Read on
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Running Rodeo within a virtualenv

Note: This post was updated on 11/12/2016 to reflect changes in how you change your PYTHONPATH in Rodeo. I recently discovered the lovely Rodeo by yhat, an IDE for Python that is focused on data science. It was originally released as an in-browser …

Posted on January 16, 2016 • 3 minutes read Read on
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