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The Detail History (Analyst Earnings Estimate History) is a timeline of individual analysts' earnings forecasts (daily records at the analyst level). The U.S. edition starts in 1983, while the International edition starts in 1987. Both data sets are available for US and International stocks. The databases cover 56 countries and 70 markets.
Data mining is a particular data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information. [4]
Guidance reports estimating a company's future earnings have some influence over analyst stock ratings and investor decisions to buy, hold, or sell the security. [ 1 ] In the United States, a quarterly revenue forecast, or quarterly guidance, by publicly traded companies had become by the 2000s both a common practice (75% of American firms in ...
The difficulty in ensuring data quality is integrating and reconciling data across different systems, and then deciding what subsets of data to make available. [ 3 ] Previously, analytics was considered a type of after-the-fact method of forecasting consumer behavior by examining the number of units sold in the last quarter or the last year.
i2 Analyst's Notebook is a software product from i2 Group for data analysis. Based on ELP (entity-link-property) methodology, it reveals relationships between data entities to discover patterns and provide insight into data. It is commonly used by digital analysts at law enforcement, military and other government intelligence agencies, and by ...
Thus, although a company may report a profit on its income statement, it may actually be economically unprofitable; see Economic profit. It is thus possible that a value deemed positive using a traditional discounted cash flow (DCF) approach may be negative here. RI-based valuation is therefore a valuable complement to more traditional techniques.
A financial forecast is an estimate of future financial outcomes for a company or project, usually applied in budgeting, capital budgeting and / or valuation.Depending on context, the term may also refer to listed company (quarterly) earnings guidance.
The DuPont analysis breaks down ROE (that is, the returns that investors receive from a single dollar of equity) into three distinct elements. This analysis enables the manager or analyst to understand the source of superior (or inferior) return by comparison with companies in similar industries (or between industries).