Data visualization and analysis

After you complete your data quality checks, then you can move to the data analysis or visualization stage, as shown in the following diagram.

In this stage, you can use QuickSight for creating graphs or charts, Neptune for graph database operations and visualization, or OpenSearch for open-source search and analytics. Typically, you can also feed clean data into data science or machine learning (ML) workflows by using Amazon SageMaker pipelines or simple reads from Amazon S3. The data visualization and analysis stage concludes the sequential portion of the data engineering pipeline.