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Economic analysis through alternative data and big data techniques: what do they tell about Brazil?
Matheus Pereira Libório1, Petr Iakovlevitch Ekel1,2, Carlos Augusto Paiva da Silva Martins1
1Pontifical Catholic University of Minas Gerais, Belo Horizonte, 30535-012 Brazil.
Alternative data from Google Trends and Mobility reveal economic insights in Brazil. Internet search trends correlate with higher household income, while mobility changes impact COVID-19 rates and economic indicators.
Area of Science:
- Economics
- Data Science
- Public Health
Background:
- Alternative data are increasingly used globally but underutilized in Brazilian economic studies.
- Google Trends and Google Mobility offer novel data sources for economic analysis.
- Understanding the economic implications of online behavior and mobility patterns is crucial.
Purpose of the Study:
- To demonstrate the utility of alternative data from Google Trends and Google Mobility for innovative economic analysis in Brazil.
- To identify new economic indicators derived from alternative data.
- To assess the correlation between internet search behavior and economic development.
Main Methods:
- Analysis of Google Trends data to correlate search terms related to the future with average household income across Brazilian states.
- Utilizing Google Mobility data to examine the impact of reduced mobility in retail/recreation areas on public health and economic indicators.
- Comparative analysis of economic outcomes based on varying levels of mobility reduction.
Main Results:
- A significant positive correlation (R=0.62) was found between internet searches for "the future" and average household income in Brazilian states.
- States with higher "future" search interest exhibit 1.6 times higher average household income.
- Reduced mobility in retail/recreation areas was associated with higher COVID-19 infection and death rates, and lower impacts on unemployment, GDP degrowth, and inflation.
Conclusions:
- Alternative data, specifically Google Trends and Mobility, provide valuable, innovative indicators for economic analysis in Brazil.
- Internet search behavior is a quantifiable indicator of economic development potential.
- Mobility patterns significantly influence public health outcomes and economic stability during crises.
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