Musajidda/political-text-filter

A Python script that filters political-related sentences from a CSV dataset using keyword-based matching (Hausa & English). It extracts sentences containing political terms and saves them to a new CSV file. Ideal for sentiment analysis, data preprocessing, and studying political discourse. # Political Sentence Extractor This Python script filters and extracts political-related sentences from a CSV dataset using keyword-based matching. It searches for both Hausa and English political terms and saves the filtered sentences to a new CSV file for further analysis. ## 📁 Dataset Format The input CSV (`train.csv`) should have the following structure: ## ⚙️ Features - Extracts political-related sentences based on predefined keywords. - Supports Hausa and English political terms. - Saves filtered sentences to `political_sentences.csv`. ## 🛠️ Requirements - Python 3.x - pandas Install dependencies: ```bash                                                                                                       pip install pandas pip install tensorflow How to Use Place your dataset (train.csv) in the same directory as the script. Run the script: bash Copy Edit