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    Published on Thursday, April 30, 2020 | Updated on Thursday, April 30, 2020

    Big Data techniques used

    The COVID-19 impact on Consumption in Real Time and High Definition

    Summary

    This is a weekly publication based on high-frequency and high-resolution aggregated and anonymised transaction data from BBVA to analyse the dynamics in real time of expenditure in the countries where BBVA operates during the ongoing COVID-19 pandemic.

    Key points

    • Key points:
    • Mobility restrictions have hit consumption with different intensity, Spain being the most affected country
    • Consumption shows a similar pattern, but with some divergences in time evolution and segments
    • While some expenditures such us food and health are holding up, spending on transport, tourism and restaurants has collapsed
    • E-commerce continues leading the way and is still resilient
    • ATM withdrawals are linked to consumption but with some differences across countries

    Geographies

    Topics

    Authors

    Vanessa Belapatiño BBVA Research - Senior Economist
    Filip Blazheski
    Adrian Casillas
    María Paula Castañeda
    Juan Ramón García BBVA Research - Principal Economist
    Berk Orkun Isa
    Juan Manuel Manías BBVA Research - Principal Economist
    Alvaro Ortiz BBVA Research - Head of Analysis with Big Data
    Tomasa Rodrigo BBVA Research - Lead Economist
    Saide Aránzazu Salazar BBVA Research - Principal Economist

    Documents and files

    Presentation (PDF)

    Weekly_Big_Data_30th_WB.pdf

    English - April 30, 2020

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