Learn practical skills, build real-world projects, and advance your career

Top Engineering Colleges in India Based on NIRF Ranking

Today I selected a dataset which lists about Top Engineering Colleges in India based on NIRF Rankings. This dataset has below data:

  • Institute ID
  • Name of Institute
  • 5 Parameters for Ranking (TLR, RPC, GO, OI, PR)
  • City
  • State
  • Rank

The NIRF rankings are given to the universities based on 5 parameter -

  1. Teaching, Learning & Resources (TLR)

  2. Research and Professional Practice (RPC)

  3. Graduation Outcomes (GO)

  4. Outreach and Inclusivity (OI)

  5. Peer Perception (PR)

Each parameter is rated out of 100.

You can find the evaluation document here https://www.nirfindia.org/nirfpdfcdn/2020/framework/Engineering.pdf

Acknowledgements
All the copyrights are owned by NIRF, MHRD, India.
https://www.nirfindia.org/Home

I got this dataset from Kaggle. Link for the dataset https://www.kaggle.com/nehaprabhavalkar/indian-universities-rankings-2020

System Requirement

List of all Python Modules needed for Data Analysis

  • Pandas

  • Matplotlib

  • Seaborn

  • Numpy

project_name = "engineering-college-ranking" # change this
!pip install jovian --upgrade -q
!pip install numpy pandas matplotlib seaborn --upgrade --quiet