Description: Hotspot analysis is a method used to identify areas of high activity or concentration within a dataset. This approach relies on visualization and statistical analysis to highlight patterns that may not be immediately evident. In the context of data analysis, hotspot analysis enables analysts and data scientists to focus their efforts on the most relevant areas, facilitating informed decision-making. Key features of this method include the ability to handle large volumes of data, the identification of significant correlations, and the generation of intuitive visualizations that help communicate findings effectively. Its relevance lies in its application across various disciplines, from market research to public health and urban planning, where understanding the distribution of resources or activities can be crucial for project success. In summary, hotspot analysis is a powerful tool that allows professionals to optimize their models and strategies by concentrating on the areas of greatest impact within their data.
