Kaggle Notebook

BNK/CGM48 4th General Election Predictive Analysis

An end-to-end machine learning case study — scraping to prediction — forecasting BNK48/CGM48 general election outcomes in the entertainment industry.

Machine Learning Web Scraping Prediction
Open Kaggle Notebook ↗
BNK/CGM48 election predictive analysis Kaggle notebook preview
About This Project

The author's first end-to-end machine learning project, built from scratch as a fun personal project — covering the whole pipeline from web scraping raw voting/fan data through to a predictive model of BNK48/CGM48 general election outcomes.

Full methodology and results are documented in the notebook itself — that's the source of record for this project, not this page.
Tech Stack
Python Web Scraping Machine Learning Kaggle Notebooks