proximity-based analysis
[/prɒkˈsɪmɪti beɪst əˈnæləsɪs/]
nounpl: proximity-based analyses
análise baseada em proximidade
1. A quantitative or qualitative analytical method that examines relationships, patterns, or characteristics of entities based on their spatial or temporal distance from a reference point or from each other
The company used proximity-based analysis to identify retail customers living near their new store location.
A empresa utilizou análise baseada em proximidade para identificar clientes de varejo que vivem perto de sua nova loja.
2. In data science and GIS (Geographic Information Systems), a technique for analyzing data clusters, correlations, or dependencies determined by how close data points or geographical features are to one another
Proximity-based analysis revealed that disease clusters were concentrated within a 5-kilometer radius of the industrial facility.
A análise baseada em proximidade revelou que os aglomerados de doenças estavam concentrados em um raio de 5 quilômetros da instalação industrial.
3. In marketing and location intelligence, the examination of consumer behavior, demographic patterns, or market opportunities relative to geographic proximity to businesses, landmarks, or infrastructure
Using proximity-based analysis, the marketing team discovered that foot traffic increased significantly within 200 meters of public transportation hubs.
Usando análise baseada em proximidade, a equipe de marketing descobriu que o tráfego de pedestres aumentou significativamente a 200 metros de centros de transporte público.
This is a technical term primarily used in data science, geographic information systems, marketing analytics, and urban planning. It is increasingly important in Brazil's growing tech industry, particularly in São Paulo's startup ecosystem. In the USA, it is standard terminology in real estate, location-based services, and epidemiological research. The term reflects the contemporary importance of geospatial data analysis in business decision-making across both countries.
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