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Discerning whether someone is feeling good or bad using brainwave data

This is a dataset of EEG brainwave data that has been processed with statistical extraction

The data was collected from two people (1 male, 1 female) for 3 minutes per state - positive, neutral, negative. We used a Muse EEG headband which recorded the TP9, AF7, AF8 and TP10 EEG placements via dry electrodes. Six minutes of resting neutral data is also recorded, the stimuli used to evoke the emotions are below

1 . Marley and Me - Negative (Twentieth Century Fox) Death Scene > 2. Up - Negative (Walt Disney Pictures) Opening Death Scene > 3. My Girl - Negative (Imagine Entertainment) Funeral Scene > 4. La La Land - Positive (Summit Entertainment) Opening musical number > 5. Slow Life - Positive (BioQuest Studios) Nature timelapse > 6. Funny Dogs - Positive (MashupZone) Funny dog clips

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