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Predicting personalities

Natural Language Processing &

Recurrent Neural networking

Project Overview

The Prompt:

What do your online posts say about you?

The Questions:

Using natural language process and feature engineering, can we identify an individual's MBTI type from their social media posts?

My Role

Machine Learning | Recurrent Neural Network

Natural Language Processing

A sequential model was developed featuring Keras tokenization, Vader sentiment analysis, and Spacy part-of-speech classification.

 

Highlights from that design process can be seen below.

Highlights &

Repo & Slide Deck

Green Brick Wall
My Role
Repo & Slide Deck
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