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Datadog Metrics Extraction and Analysis

1 post · Nov 2022

What this trail covers

Shopify has evolved its capabilities for extracting and analyzing metrics from Datadog. This post details a step-by-step guide for extracting Datadog metrics using its REST API and performing in-depth analysis locally in Jupyter notebooks, addressing limitations in Datadog's built-in visualization and analysis tools, and the granularity issues with long-term metric data.

All Shopify trails
  1. How to Export Datadog Metrics for Exploration in Jupyter Notebooks - ShopifyThis post details a step-by-step guide for extracting Datadog metrics using its REST API and performing in-depth analysis locally in Jupyter notebooks. It explains why extracting data is beneficial (limitation of analysis and granularity of data) and provides code examples for setting up credentials, specifying time-series data extraction parameters, running the extraction logic with bucketing, and visualizing the data using seaborn.