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Datasets:
alerterra
/
food_security

Languages:
English
Size:
1K<n<10K
Tags:
Synthetic
food-security
ipc
famine
humanitarian
climate
License:
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Food Security Crisis Prediction Dataset

IPC-phase transitions with climate, conflict, and economic drivers

Publisher: Alerterra Intelligence | Version: 1.0 | Updated: March 2026

Overview

This dataset is part of the Alerterra Synthetic Intelligence Data Suite — 61 records across 29 fields, generated using domain-specific AI models trained on patterns from Alerterra's enterprise intelligence platform.

100% synthetic — zero PII, zero real entity data. Safe for AI/ML model training, system testing, compliance demonstrations, and analyst training.

Use Cases

  • Train food crisis early warning models
  • Support humanitarian resource allocation
  • Validate IPC phase prediction algorithms
  • Model climate-food security pathways
  • Support agricultural commodity risk assessment

Dataset Structure

Metric Value
Records 61
Fields 29
Formats CSV, JSON, Parquet
Update Frequency Monthly

Fields

Field Type Description
record_id object Record Id
country_iso3 object Country Iso3
country_name object Country Name
admin_region object Admin Region
date object Date
ipc_phase int64 Ipc Phase
ipc_phase_previous int64 Ipc Phase Previous
phase_trajectory object Phase Trajectory
population_total int64 Population Total
population_affected int64 Population Affected
population_crisis_plus int64 Population Crisis Plus
cereal_production_deficit_pct float64 Cereal Production Deficit Pct
food_price_inflation_pct float64 Food Price Inflation Pct
staple_food_price_index float64 Staple Food Price Index
rainfall_anomaly_pct float64 Rainfall Anomaly Pct
ndvi_anomaly float64 Ndvi Anomaly
conflict_fatalities_30d int64 Conflict Fatalities 30D
conflict_events_30d int64 Conflict Events 30D
displacement_inflows int64 Displacement Inflows
market_functionality object Market Functionality
humanitarian_access object Humanitarian Access
aid_deliveries_mt float64 Aid Deliveries Mt
malnutrition_rate_sam float64 Malnutrition Rate Sam
malnutrition_rate_gam float64 Malnutrition Rate Gam
coping_strategy_index float64 Coping Strategy Index
livelihood_zone object Livelihood Zone
forecast_3m_ipc int64 Forecast 3M Ipc
forecast_6m_ipc int64 Forecast 6M Ipc
driver_ranking object Driver Ranking

Sample Data

This repository contains a free sample (100 records). The full dataset and monthly refresh subscriptions are available at alerterra.com.

Pricing

Tier Details
Sample Free (100 records)
Standard $3,000
Professional $10,000/year
Enterprise $10,000-$30,000/year

Methodology

Generated using Claude AI with domain-specific context injection encoding Alerterra's intelligence platform expertise (Vigila, Tradana, Gradara, Condura, Scrutera, RegSeal). Every dataset undergoes automated statistical validation, correlation analysis, and domain-specific business rule checks.

Citation 

@dataset{alerterra_food_security_2026,
  title = {Food Security Crisis Prediction Dataset},
  author = {Alerterra Intelligence},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/alerterra/food_security}
}

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