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NLP, NN, Time series: Is it possible to predict oil prices using data from Google Trends?
NLP, NN, Time series: Is it possible to Predict Oil Prices Using Data From Google Trends?
Using Word2Vec first, then scraping from Google Trends for the frequency of Google searches, followed by time series (via a Fourier decomposition) and neural networks with Keras, I attempt to predict future oil prices.
In many publications, we see algorithms put in place to perform a specific task, but in reality, a complete data analytics/science work is a complex endeavor that will require a …