ICRA-IROS-Keyword-Visualization-Discover-Trends-in-Robotics-Research

This interactive data visualization tool allows you to explore and analyze the most common keywords in research papers from the ICRA and IROS conferences. Gain insights into the evolving trends and focus areas in robotics research by selecting different conference-year combinations.

Check out the Gradio interface here.

Sample Run:

How It Works

1. Select Conference-Year Combinations: Use the checkboxes to choose the desired conferences and years.
2. Generate Plot: Click the "Generate Plot" button to see the frequency of the top 50 keywords used.
3. Explore Insights: The segmented bar chart gives you an insight of the reserach trends in the selected conferece-year combinations.

Citation

If you use this code or data in your research, please cite:

@online{pudasaini2024,
  author = {Pudasaini, Niraj},
  title = {ICRA & IROS Keyword Visualization: Discover Trends in Robotics Research Discover Trends in Robotics Research},
  date = {2024-07-30},
  url = {https://github.com/NirajPudasaini/ICRA-IROS-Keyword-Visualization-Discover-Trends-in-Robotics-Research},
  langid = {en}
}

For attribution, please cite this work as:

Pudasaini, Niraj. 2024. “ICRA & IROS Keyword Visualization: Discover Trends in Robotics Research.” July 30, 2024. https://github.com/NirajPudasaini/ICRA-IROS-Keyword-Visualization-Discover-Trends-in-Robotics-Research.