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Shared Utility Functions for Indicators

Project description

Delphi Python Utilities

This package provides various utilities used by the Delphi group at Carnegie Mellon University for its data pipelines and analyses.

Submodules:

  • archive: Diffing and archiving CSV files.
  • export: DataFrame to CSV export.
  • geomap: Mappings between geographic resolutions.
  • logger: Structured JSON logger.
  • nancodes: Enum constants encoding not-a-number cases.
  • runner: Orchestrator for running an indicator pipeline.
  • signal: Indicator (signal) naming.
  • slack_notifier: Slack notification integration.
  • smooth: Data smoothing functions.
  • utils: JSON parameter interactions.
  • validator: Data sanity checks and anomaly detection.

Source code can be found here: https://github.com/cmu-delphi/covidcast-indicators/

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