Spent the weekend refining AhamData’s analysis models with feedback from colleagues (special thanks to @Zayne). Even with test data, the new features are worth exploring:
– Data Quality Report (0–100 integrity scoring)
– Descriptive Statistics Engine (auto column classification)
– Transparent Methodology Panel (see PCA, Shapley, regression, clustering in real time)
– Sample Datasets Catalog (25 curated datasets across domains)
Still a bit slow with larger datasets — more backend work is needed to scale performance and avoid applying sampling logic when size exceeds model capabilities. Feedback & feature requests welcome!
submitted by /u/Jerusari8
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