eda

Files (1)

• SKILL.md

SKILL.md (first lines)

Generate a reproducible exploratory analysis (script or notebook according to
the repo convention) and a summary. Cover:

1. Shape: rows, columns, types, memory. Sample of 5 rows.
2. Quality: nulls by column, duplicates, constants, cardinality
   of categoricals, impossible or suspicious ranges.
3. Distributions: statistics for numerics, top values for
   categoricals, target balance if it exists.
4. Relationships: strong correlations with the target and between features;
   data leakage signals (features that "know" the future).
5. Temporality: if dates exist, covered range, gaps, visible drift.
6. Modeling risks: short, prioritized list of issues that
   would affect a model, with proposed treatment.

Rules: never upload or copy client data outside the project environment;
the summary uses aggregates, never individual records with sensitive
information.

From G4rb4sh/MLE-setup, MIT.

More from G4rb4sh/MLE-setup