Introducing Hashpipe

Intro

Visualizing tweets on the US Election.

What is machine learning, anyway?

Feeding the machine

Image Classification with a Convolutional Neural Net

Example output from a convolutional neural network image classifier.

Semantic Meaning in Language

Visualizing High-Dimensional Vectors

t-SNE applied in 2D to images of handwritten digits. Source: O’Reilly.

Visualizing Twitter Media

A t-SNE visualization of some tweets by @archillect.

Visualizing Textual Data with Hashpipe

A 3-dimensional visualization of tweets about the 2016 US Election. Each tweet is represented as a coloured circle. There are several clusters of tweets. Democrat tweets are coloured blue, and Republican tweets are coloured red.

Where could this take us?

Next Steps

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