What are three essential business measures that should be attached to any data source?

The three essential business measures that should be attached to any data source are product, geography, and time period. These measures are critical as they provide a comprehensive context for analyzing data and making informed business decisions.

When considering the product measure, it is vital to understand what specific products or categories are being analyzed. This allows businesses to identify performance trends, customer preferences, and areas for growth within their product lines.

Geography is another important measure as it provides insight into where the data is coming from. Geographic segmentation helps businesses understand regional differences in consumer behavior, preferences, and market opportunities, enabling targeted marketing strategies.

Lastly, the time period measure is crucial, as trends can vary significantly over time. Analyzing data within specific time frames allows businesses to identify seasonal patterns, monitor changes over time, and make interactive forecasts based on historical performance.

Having these three measures attached to data sources equips businesses with the necessary framework to derive meaningful insights and drive strategic decisions effectively.