https://github.com/benedikt-holland/crowd-mood-analysis

Using air quality and infrared sensor data collected from parties to engineer a measure that quantifies crowd mood
https://github.com/benedikt-holland/crowd-mood-analysis

Last synced: about 2 months ago
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Using air quality and infrared sensor data collected from parties to engineer a measure that quantifies crowd mood

• Host: GitHub
• URL: https://github.com/benedikt-holland/crowd-mood-analysis
• Owner: benedikt-holland
• License: mit
• Created: 2023-07-24T18:28:10.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-24T18:55:00.000Z (over 1 year ago)
• Last Synced: 2023-07-24T19:48:52.836Z (over 1 year ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 8.19 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Crowd mood anaysis at parties

In this thesis sensor data collected from parties is used to engineer a measure that quantifies

crowd mood. An infrared camera combined with supervised learning is used to determine

the crowd size. Air properties like temperature, humidity and the concentration of various

chemicals are used to determine the physical activity of the crowd and infer its general

mood based on that. Biases that affect the data like the ventilation system, fog machine

and cigarette smoke have to be addressed.

In collaboration with Baden-Wuerttemberg Cooperative State University Heidenheim

Feedback is appreciated: [email protected]

# Project structure

## Research_Report.pdf

Full research report

## Research_Proposal.pdf

Research proposal as issued prior to the project

## project_plan.png

Project plan as issued prior to the project

## crowd_mood_analysis.ipynb

Jupyter notebook with the crowd mood analysis, provided as a complement to the main report

## data_collection.py

Python script for data collection used on the Raspberry Pi

## playing-now.ps1

Powershell script to record the songs played by the local computer

## /analysis

Additional Python scripts used in the analysis

## /data_collection

Additional Python scripts used for data sampling on the Raspberry Pi