Google Trends data used for evaluation in the paper "Contextualizing Emerging Trends in Financial News Articles"
TODOs:
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Explain the evaluation file (the format, loading, how to evaluate, etc.)
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Example for creating the golden standard using Google Trends data
Data Loading:
import pickle
with open('ggtrend_data_stable.pickle', 'rb') as f:
google_trend_data = pickle.load(f)
Converting the date index to the appropriate formate and aggregate them into monthly frequency
google_trend_data.index = pd.to_datetime(google_trend_data.index)
google_trend_data = google_trend_data.groupby(pd.Grouper(freq='MS')).mean()