- Assist individuals seeking success on the YouTube platform by identifying the key variables that determine a video and channel's success.
- Utilize predictive modeling techniques, such as linear regression and decision trees to identify the critical variables that play the most significant roles in determining success in channel and vidoes.
- Data Collection - Dataset from Kaggle
- Preprocessing - Pandas python library
- Feature Selection - Visualizations and identifying correlations
- Regression Techniques - Linear and Multiple Regression Tecnniques
- Classification Techniques - Decision Trees/Random Forest from scikit-learn library
- Evaluation - Model accuracies
- Source Code of ML and Analysis
- All data mining and results were done here.
- Research Paper
- Our two-page abstract detailing our research.
- Research Poster
- Our research poster going into the results we uncovered during our project.