expanso-normalize-timestamps

To normalize timestamps to UTC, this Skill automatically detects diverse formats from multiple sources and standardizes them to Coordinated Universal Time. It handles ISO 8601, Unix epoch, and custom formats, ensuring all ingested event data is logged with a consistent, comparable UTC timestamp for accurate analysis.

You can convert ISO 8601, Unix epoch, and custom timestamp formats to a standardized UTC format. The data pipeline automatically identifies these diverse timestamp conventions and converts them, enriching the resulting data with time-based metadata like year, month, day, hour, and quarter.

To add time-based metadata during timezone conversion, the normalization process enriches your data by extracting year, month, day, hour, day of week, and quarter. This happens automatically as diverse timestamp formats are converted to a standardized UTC format.

To check the quality score of parsing and conversion for Unix epoch timestamps, the Skill provides a specific score indicating the success of the operation. This quality scoring mechanism evaluates how effectively the detected timestamps are parsed and converted to the standardized UTC format.

Yes, you can use Expanso to handle custom timestamp formats without additional dependencies. The Skill operates with an empty dependencies list, automatically detecting and normalizing diverse timestamp formats to UTC using the provided pipeline configuration.