Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
df['time'] = pd.to_datetime(df['time']) df = df.set_index('time').to_period() df.rename(columns={'value': 'production'}, inplace=True) production time 1956Q1 0.465 1956Q2 0.532 1956Q3 0.561 1956Q4 0.570 1957Q1 0.529 ... ... 2013Q1 2.049 2013Q2 2.528 2013Q3 2.637 2013Q4 2.565 2014Q1 2.229 [233 rows