tangaw / speed-dating

Discovering demographic disparities as they pertain to speed dating & unveiling the true indicators of a match.

Speed-Dating-Binary-Classification

Topic

• What are people's expectations going into speed-dating events?
• Are there differences in interests between genders?
• Are there discrepancies between races on their emphasis of sharing a religion or race?
• What are the real deciding factors for a match?

Methodology

All these questions are examined within this notebook using Python:

• Data acquisition, cleaning, and wrangling using NumPy & Pandas
• Data visualization using Matplotlib & Seaborn
• Binary classification modeling using Scikit-learn
  • Logistic regression
  • SVM
  • Random Forest

Author(s)

• Aaron Tang - Start to finish

License

This project is licensed under the MIT License - see the LICENSE file for details