python-pandas-framework

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OumaPeterOdhiambo911 / algorithmic-nudge-audit

Quantifies the ethical cost of digital platform "nudges." Uses Python/Pandas to calculate a Nudge Autonomy Deficit score and visualize the trade-off between platform goals and user comprehension in A/B test data.

data-visualization algorithmic-nudge-audit python-pandas-framework ethical-trade-off-scoring dark-pattern-detection

Updated Nov 18, 2025
Python

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