📊 Automate Text Insights App

A lightweight and powerful streamlit application to automatically analyze raw text data. It extracts useful patterns through bigram, trigram, and word cloud visualizations — and then derives actionable insights using GPT-4o Mini. Finally, users can download a well-formatted PDF report summarizing the results.

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🚀 Features

• 📁 Upload your CSV or Excel (XLS/XLSX) file with a text column

• 📊 Visualize:

  • Top 15 Bigrams
  • Top 15 Trigrams
  • Word Cloud

• 🤖 Auto-generate insights powered by GPT-4o Mini

• 📝 Download a clean multi-page PDF report with visualizations and bullet-point insights

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🧑‍💻 How to Use

1. 👉 Go to the app: Click here to open the app

2. 📄 Upload your file — accepted formats:

   • .csv, .xls, or .xlsx
   • Must contain a column named text (case-sensitive)

3. ✅ Wait for the visualizations and AI insights to generate

4. 💾 Download the PDF report directly from the app

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💻 Run Locally

1. Clone the repository

git clone https://github.com/roissyahf/automate-text-analysis.git
cd automate-text-analysis

2. Create virtual environment (optional but recommended)

python -m venv venv
source venv/bin/activate    # On Windows: venv\Scripts\activate

3. Install dependencies

pip install -r requirements.txt

4. Run the Streamlit app

streamlit run app.py