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Geospatial Aspect-Based Sentiment Analysis for Big NLP Data
To understand and analyse potential biases in machine learning, I created a Jupyter Notebook (hosted on GitHub) that details the following:
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An Exploratory Data Analysis
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Creating a Machine Learning Classifier (Rapidminer Go)
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Investigating Bias
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Interpretation and Recommendations
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To perform the bias and fairness audit, the Aequitas Python library was used:
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http://www.datasciencepublicpolicy.org/projects/aequitas/
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