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LICENSE
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README.md
README.md
 
 
add_state_region.py
add_state_region.py
 
 
dashboard.py
dashboard.py
 
 
new_radar.py
new_radar.py
 
 
nirf_2025_combined.csv
nirf_2025_combined.csv
 
 
nirf_2025_top10_agriculture.csv
nirf_2025_top10_agriculture.csv
 
 
nirf_2025_top10_architecture.csv
nirf_2025_top10_architecture.csv
 
 
nirf_2025_top10_clg.csv
nirf_2025_top10_clg.csv
 
 
nirf_2025_top10_dental.csv
nirf_2025_top10_dental.csv
 
 
nirf_2025_top10_engineering.csv
nirf_2025_top10_engineering.csv
 
 
nirf_2025_top10_law.csv
nirf_2025_top10_law.csv
 
 
nirf_2025_top10_management.csv
nirf_2025_top10_management.csv
 
 
nirf_2025_top10_medical.csv
nirf_2025_top10_medical.csv
 
 
nirf_2025_top10_overall.csv
nirf_2025_top10_overall.csv
 
 
nirf_2025_top10_pharmacy.csv
nirf_2025_top10_pharmacy.csv
 
 
nirf_2025_top10_research.csv
nirf_2025_top10_research.csv
 
 
nirf_2025_top10_state_public_university.csv
nirf_2025_top10_state_public_university.csv
 
 
nirf_2025_top10_university.csv
nirf_2025_top10_university.csv
 
 
nirf_dashboard.html
nirf_dashboard.html
 
 
requirements.txt
requirements.txt
 
 
vercel.json
vercel.json
 
 

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<<<<<<< HEAD

NIRF Dashboard

This project is a web-based dashboard for visualizing the National Institutional Ranking Framework (NIRF) 2025 data. It allows users to explore the top-ranked institutions in India across various categories and regions.

Features

  • Interactive Filtering: Filter institutions by category and region.
  • Top 10 Institutes: View the top 10 institutions in a selected category.
  • Regional Distribution: See the distribution of institutions across different regions in a pie chart.
  • Score Distribution: Analyze the score distribution by category using a box plot.
  • "All" Category: View combined data for all categories.

How to Run

  1. Install the dependencies:

    pip install dash pandas dash-bootstrap-components waitress

  2. Run the application:

    python dashboard.py

  3. Open your web browser and navigate to http://localhost:8050. =======

nirf---dashboard

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