Speaker

Roberto Delgado Castro

Roberto Delgado Castro

DESAF, Ministry of Labor and Social Security. Costa Rica

San José, Costa Rica

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Roberto Delgado Castro is a data scientist, researcher and compliance officer of Direccion General de Desarrollo Social y Asignaciones Familiares (DESAF), part of the Ministry of Labor and Social Security.
He has degrees in finance and banking, marketing and sales and management. He also holds a specialization in E-Learning.
For the last ten years, he has developed important data science projects in DESAF.
He is the author of the books DT Quantum Model, Metadatology and Correlations in R,

Area of Expertise

  • Business & Management
  • Finance & Banking
  • Government, Social Sector & Education

Topics

  • Data Science

DATA PIPELINE TO ANALYZE FODESAF´S CASH FLOW: KEY OUTPUTS IN R QUARTO

FODESAF is the main financial instrument of selective social policy in Costa Rica, in the fight against poverty.

From 2005 up to 2022, according with the evolution of FODESAF´s cash flow, its income was around US$ 13 thousand million, resources that have been transferred, nearly in a 100% basis, to social programs nationwide. Only in the year 2022, the total amount of money transferred to the market was around US$ 1.000 million.

Such massive amount of resources of FODESAF´s cash flow has been analyzed due to the design of a Data Pipeline in R. Its inputs stage (ingest) are all reports and data coming from technical-internal offices and external institutions. The processing stage is constituded by data mdeling and tidy packages in R. The final outputs (results) are HTML reports in Quarto© for managerial levels and government officials, as well as Power Bi© reports inserted in FODESAF´s webpage for general consultation of citizenship as a whole, in order to achieve transparency mandates.

Due to the usage of R, large amounts of data are processed to generate high-quality final products, in order to support the design of better public-social policies.

Roberto Delgado Castro

DESAF, Ministry of Labor and Social Security. Costa Rica

San José, Costa Rica

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