Maharashtra Institutions — National Institutional Ranking Framework data covering teaching, research, perception, and outcome metrics for Maharashtra higher education institutions
# Download from https://www.nirfindia.org/
import pandas as pd
df = pd.read_csv('nirf_rankings.csv')
mh = df[df['City'].str.contains('Maharashtra|Mumbai|Pune|Nagpur', na=False)]
print(mh[['Institution', 'Rank', 'Score']].head(10))| Field | Type | Description |
|---|---|---|
| institution | string | Institution name |
| city | string | City location |
| rank | int | NIRF rank |
| score | float | Overall NIRF score |
| category | string | Ranking category (university, engineering, etc.) |