#@Gaya.ia CHATTERBOT #Gaia is a psychological personal assistant e purpose of this project is use NLP for analysis the tweets of presidential US and CAN in 2020

Methods Used

• Machine Learning
• webScraping
• Predictive Modeling
• NLP.

Technologies

• Python
• selenium, chatterbot
• Pandas, sklearn, Naive Bayes, jupyter

Project Description

We created a game-like application that, using machine learning, can identify the psychological profiles of users, helping them maintain their mental health during social isolation. This profile is drawn from interactions at the application, analysis of usage of other applications, data about social interaction (such as logbooks or blogs kept by astronauts in the ISS, for example) and physiological data, obtained by the accompanying hardware used by astronauts, or by personal-use hardware people carry every day. The result is a suggestion of approaches for direct mitigation (such as music or meditation) or indirect mitigation (such as contacting a close friend or a relative).

Getting Started

1. Clone this repo (for help see this tutorial).
2. Create an virtualenv virtualenv -p python3 env
3. Start the virtual env source env/bin/activate
4. Intall requirements pip install -r requirements.txt
5. Just run jupyter on terminal:

 Google colab or jupyter notebook 

Contributing DSWG Members

only CODE Lead Felipe Patricio