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 -
-
Teaching, Learning & Resources (TLR)
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Research and Professional Practice (RPC)
-
Graduation Outcomes (GO)
-
Outreach and Inclusivity (OI)
-
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
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Pandas
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Matplotlib
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Seaborn
-
Numpy
project_name = "engineering-college-ranking" # change this
!pip install jovian --upgrade -q
!pip install numpy pandas matplotlib seaborn --upgrade --quiet