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This aggregation type is preferable to conduct trend or pattern analysis over time. Temporal aggregation is extensively utilized in time-series modeling, financialanalysis, and economic forecasting. These intervals can be as short as hours or days and as long as months or years.
E-commerce Systems: These systems allow customers to place orders, make payments, and track shipping and delivery status. FinancialAnalysis Systems: These systems enable financial analysts to perform complex financialanalysis, such as forecasting, budgeting, and variance analysis.
Example : E-commerce companies use machine learning to personalize product recommendations to users based on past browsing and purchase history. FinancialAnalysis Data analytics helps firms make financial decisions by predicting future trends, analyzing investment risks, and detecting fraudulent activities.
This process involves verifying, investigating, and auditing the financial and operational aspects of the deal (source). One of the most important aspects of due diligence is financialanalysis. Another key factor in evaluating e-commerce businesses is traffic data , including acquisition channels (source).
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