Welcome to the Etiq Data Science Copilot - VSCode Extension
Features
Lineage
Lineage allows you to visualise the interplay between your data and code ensuring that understanding what is happenign within your script is easy to see, allowing you to spot unwanted data or complexity.
Lineage is interactive allowing you to zoom in and out to see as much, or as little, of your lineage as you require.
You can download your lineage to PNG, allowing you to share how your scripts work with other stakeholders.
Testing Recommendations
Testing recommendations analyses your script and recommends the most appropriate tests at various points within your script. No code needs to be written by you, Etiq allows you to run the right test, at the right place, without changing anything, making testing easy to do and ensuring your scripts and pipelines are more robust.
Data tests covering individual datasets, such as missing data, duplicate roww.
Data tests comparing multiple datasets, such as distribution changes or skew
Model tests such as accuracy, target leakage and drift
Root Cause Analysis
Root Cause Analysis (RCA) allows you, where a test fails, to determine why it's failed. Analysing through your script it identifies the where the problem started, and how you can fix it.
