Data is extracted from different sources, such as databases, files, or APIs, to gather the relevant information needed for analysis or storage.
load & Transform
Second step: Load & Transform
In this step, the extracted data undergoes a series of transformations and is loaded into a target system, such as a data warehouse or data mart. Transformations include cleaning, validating, and restructuring the data to ensure its quality and consistency.
Third step: Visualize
Once the data is transformed, it is visualized using charts, graphs, dashboards, or other visual representations. Data visualization allows for the intuitive and interactive exploration of data, making it easier to identify patterns, trends, and insights that can drive informed decision-making.