h0lai / beautiful-data-

Find here the analysis of the data for the experiment when an unconscious preference is happening in real time

beautiful-data-

Find here the analysis of the data for the experiment when an unconscious preference is happening in real time and a code to find biases in real time with the Epoc headset from EMOTIV.

I used the 14-channel Epoc but I guess you can use it with the Insight 5-channel too.
For this experiment, I bought the software and rights to use.

The file bias-teller is the code to use to detect when a bias is happening in real time. The rest of the files are the data is used and analyse.

Real time EEG with BCI Emotiv

Use this repo for reading in real time your brain waves with the use of the BCI Emotiv. I used it to create a baseline in real time and then compare it to the readings. I found that the frequency F3 is related to unconscious preferences. Basically, you could know when you are having an unconscious preference before knowing it.

Getting Started

These instructions are based on the EMOTIV repo. You could also refer to it for general inquiries. https://www.emotiv.com/developer/

Prerequisites

Import websocket Import ssl Import json

Subscribe to EMOTIVPRO software Have the EMOTIV EPOC or Insight I connected through bluetooth (you can connect to the BCI in other ways)

Supported platforms

Insight with Emotiv Universal USB Receiver currently works with the SDK under: • Windows 7 or above • Mac OS X 10.8 or above • Android 4.4.3 or above • Ubuntu 16.04 • Debian 8.3 Jessie (armhf)

MyEmotiv App for iOS

Requires iOS 8.0 or later, excluding iOS 8.3/8.4 due to BTLE data transmission limitation in those versions https://itunes.apple.com/us/app/emotiv-insight/id1031805596

Authors

Melisa Lenero https://github.com/melisale17 Arthur Carabott https://github.com/acarabott/