Figure 3.11: Visual representation of the #IDETECT tool and validation process TRAINING DATASET INPUT DATASET (Global Internal Displacement Database) (News and field reports) Learning Filtering and tagging FILTERING || The UN says at least 2.5m people have been displaced since the Darfur conflict erupted in 2003 || An educational programme urged grandmothers not to swaddle their children, which caused instances of hip displacement Human validation TAGGING Conflict and violence / disasters / other Visualisation TREND ANALYSIS IN SELECTED AREAS # of facts GEOLOCATION Trend vs. time Conflict and violence Disasters Other Publication date Quantitative analysis FROM THE NUMBER OF FACTS TO THE NUMBERS IN THE FACTS Selection of facts based on location and publication date Households People # of facts # of facts Disasters Publication date FACTS/ DOCUMENTS REPORTING THIS FIGURE || Fact #1 / URL source / excerpt || Fact #2 / URL source / excerpt || ... Publication date INSIDE THE GRID: Overcoming data shortfalls 85