Real-time crop pest and disease incidence monitoring for 66+ crops across Maharashtra. Part of the Crop Pest Surveillance and Advisory Project, providing field-level pest outbreak data used by 10,000+ extension workers for WhatsApp-based advisories to farmers.
# CropSAP Maharashtra pest surveillance data
import pandas as pd
df = pd.read_csv('cropsap_data.csv')
print(f"Records: {len(df)}")
print(df.groupby('Pest')['District'].count().sort_values(ascending=False).head(10))| Field | Type | Description |
|---|---|---|
| district | string | District name in Maharashtra |
| crop | string | Crop name |
| pest | string | Pest or disease identified |
| severity | string | Severity level |
| date | date | Surveillance date |