Central America - Food Consumption Score and Reduced Coping Strategy Index Forecast

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  • This dataset updates: As needed
Interactive Data
Additional information
Time Period of the Dataset [?]
January 01, 2023-March 31, 2025 ... More
Modified [?]
20 May 2025
Dataset Added on HDX [?]
11 December 2023 Less
Expected Update Frequency
As needed
Location
El Salvador, Guatemala, Honduras, Nicaragua
Source
Acción contra el hambre - GIS4tech
... More
Contributor
Acción contra el hambre - GIS4tech
Methodology

The analysis is divided into three main phases. First, data integration is carried out using historical data from various sources, including target variables. Then, techniques such as "Gradient Boosting Regressor" are used to select the most relevant variables for predicting food security indicators, tuning the model with data up to the year 2020. Finally, interactions among various factors such as infrastructure and socioeconomic variables are analyzed to refine predictive models and improve food risk assessments.

Caveats / Comments
License
Creative Commons Attribution International (CC BY)
Tags
food security
forecasting
socioeconomics
File Format
Visibility
Public
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Export metadata for this dataset: JSON | CSV
[{"value": 7, "date": "2025-01-06"}, {"value": 7, "date": "2025-01-13"}, {"date": "2025-01-20", "value": 0}, {"date": "2025-01-27", "value": 0}, {"date": "2025-02-03", "value": 0}, {"date": "2025-02-10", "value": 0}, {"date": "2025-02-17", "value": 0}, {"value": 1, "date": "2025-02-24"}, {"date": "2025-03-03", "value": 0}, {"date": "2025-03-10", "value": 0}, {"date": "2025-03-17", "value": 0}, {"value": 5, "date": "2025-03-24"}, {"value": 2, "date": "2025-03-31"}, {"value": 4, "date": "2025-04-07"}, {"value": 2, "date": "2025-04-14"}, {"value": 3, "date": "2025-04-21"}, {"value": 1, "date": "2025-04-28"}, {"value": 2, "date": "2025-05-05"}, {"date": "2025-05-12", "value": 0}, {"date": "2025-05-19", "value": 0}, {"date": "2025-05-26", "value": 0}, {"value": 1, "date": "2025-06-02"}, {"value": 1, "date": "2025-06-09"}, {"date": "2025-06-16", "value": 0}, {"date": "2025-06-23", "value": 0}]

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Data and Resources [1]