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Predictive Modeling Scenario

#data-science #economics #statistics

Describe a methodology for predicting economic trends using unstructured data.

Outline a methodology for building a predictive model to forecast stock market trends based solely on analysis of unstructured data from social media sentiment and news headlines. Describe the Natural Language Processing techniques you would employ, feature extraction methods, and how you would account for noise and bias in the dataset.