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A Guide to Creating Your First Context Capturing Text Feature

In this notebook we'll be creating a feature to identify which news articles contain references to a certain semantic idea. We could do this for any idea/concept e.g. Resignation, War, Earthquakes, Corona Virus! For the sake of this example we're just going to pick one topic: 'war in the middle east' that we hypothesise might be predictive of oil prices