data-exploration-visualization

No clear malicious behavior or supply-chain backdoor is present. The main security risk is unsafe deserialization through joblib.load on caller-selected pickle files; only trusted preprocessing-artifact directories should be loaded, or a non-executable serialization format should be used. The code also contains a likely variable-scope bug in _feature_engineering for datasets with fewer than two numeric columns.