Modern analytics relies on robust data pipelines to automate the flow of information. These pipelines extract data from multiple sources, process it into a usable format, and load it to analytical tools for meaningful understanding. Building such pipelines requires careful planning of each stage, from data ingestion to storage and visualization. A