/UNICEF_CATS

Premise of Task: Contextual Alert and Trend System (CATS) is a proof of concept (POC) for an automated system for near real-time media monitoring via GDELT to identify trends and anomalies in the volume of online reports about pre-defined indicator events, at country level. This repository reflects the methodologies used to complete this task.

Primary LanguageJupyter Notebook

Contextual Alert and Trend System (CATS) - UNICEF

Department:

Risk Analysis and Preparedness Section (RAPS), Office of Emergency Operations (EMOPS)

Premise of Task:

Contextual Alert and Trend System (CATS) is a proof of concept (POC) for an automated system for near real-time media monitoring via GDELT to identify trends and anomalies in the volume of online reports about pre-defined indicator events, at country level. This repository reflects the methodologies used to complete this task.

Technical Development Workflow

CATS LUCID CHART

Data Selection and Preprocessing Workflow

CATS PREPROCESSING LUCID CHART

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Alert System Workflow

CATS ALERT MODEL LUCID CHART

Alert System Workflow

CATS ALERT MODEL LUCID CHART

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Final Automatic Data Pipeline

CATS AUTOMATIC PIPELINE