Npuls-CEDA | Text Analysis

🔍 Advanced Text Analysis Tool 📊
Powerful Python-based topic modeling with a user-friendly Streamlit interface.
_{Ideal for long responses and short surveys with word cloud visualization.}

Website | Features | Downloads | Development | Contribution

_{The ultimate text analysis tool. Built with ❤︎ by CEDA and contributors .}

Features

• Topic Modeling: Analyze extensive text data
• Word Cloud: Visualize most frequent terms in datasets
• Streamlit Interface: User-friendly web-based interface
• uv Package Management: Fast and efficient dependency management

Prerequisites

1. Install uv on your system:

Please refer to the official installation guide of uv

2. Clone the repository:

git clone https://github.com/cedanl/textanalysis.git
cd textanalysis

Running the Application

Start the Streamlit app:

uv run streamlit run src/main.py

This will open the application in your default web browser.

Using the Application

• Use the Word Cloud option for visualizing key terms in shorter surveys.

• Use the Topic Modeling option for detailed analysis of more complex text data.

• Results are automatically saved as an Excel file in the same directory as the script.

Contributors

Thank you to all the people who have already contributed to textanalysis[contributors].

Special thanks to @radboudir who started the project.

Getting Help

If you encounter any issues or need further assistance, please feel free to contact amir.khodaie@ru.nl