Remittance outflows from Guatemala rose in 2023

Remittances sent from Guatemala to other countries climbed to ${{claim:2948bbd92afe478d|28.30}} million in 2023, up from ${{claim:2948bbd92afe478d|23.85}} million in 2022, an 18.6% increase, according to the World Bank's KNOMAD database.

Observed value28.30

MagnitudeΔ+18,6 %

Data period2023

Generated 2026-05-29T12:00:00.000Z

Sources

1Data360 indicatorWB_KNOMAD_MRO
2CSV downloadWB_KNOMAD_MRO.csv

How this story was produced

This piece was drafted by an artificial intelligence agent from the Data360 indicator cited below. The agent follows style anchors from the Reuters Handbook of Journalism and the AP Stylebook, narrates from the lead country outward to the region and the world, and runs the piece through an automated validation protocol (Q1–Q12 — see methodology) before publishing.

What the AI did: read the indicator's series, detected the change, built context (historical data, regional comparables, local press), wrote the narrative, tagged every figure with its source, and validated the piece against the dataset.
What the AI did not do: human editorial review before publishing.

Figures in the text are underlined — tap any of them to verify against the source data.

Production metadata

Indicator: WB_KNOMAD_MRO
Detection: Abrupt change
Generated
Validation: Incomplete
Model: Claude · claude-opus-4-7
LLM duration: 52s
Input tokens: 7101
Output tokens: 2091

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Remittance outflows from Guatemala rose in 2023

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