National Accounts in a World of Naturally Occurring Data
Publicada el lunes, 22 de enero de 2024 | Actualizada el lunes, 5 de febrero de 2024
Documento número 2244
Con técnicas Big Data
National Accounts in a World of Naturally Occurring Data
Resumen
This paper provides a first proof of concept that naturally occurring transaction data, arising from the decentralized activity of millions of economic agents, can be harnessed to produce both traditional national accounts-like objects and novel representative economic statistics.
Puntos clave
- Puntos clave:
- We deploy comprehensive transaction-level data and its associated metadata arising from the universe of Spanish retail accounts of Banco Bilbao Vizcaya Argentaria (BBVA).
- We first organize the resulting 3 billion individual transactions by 1.8 million bank customers in a large and highly detailed representative consumption panel.
- As a result of the richness of the transaction data, we additionally show that such data can produce novel, highly detailed distributional accounts for consumption which show larger consumption inequality than surveys suggest, particularly in the right tail.
Distribution across neighborhoods grouped by average income
Geografías
- Etiquetas de Geografía
- Global
Temáticas
- Etiquetas de Temática
- Geoestrategia
Etiquetas
- Etiquetas
- Big Data
- Análisis de datos
Autores
Alvaro Ortiz
BBVA Research - Responsable de Análisis con Big Data
Tomasa Rodrigo
BBVA Research - Economista Líder