Extract time series features of a data

Himanshu_PantHimanshu_Pant Member Posts: 46 Contributor I
Please help me for extracting the following time series features:
new_fc_parameters = {
    'abs_energy': None,
    'mean_abs_change':mean_chan None,
    'ge': None,
    'mean_second_derivative_central': None,
    'variation_coefficient': None,
    'variance': None,
    'absolute_sum_of_changes': None,
    'longest_strike_below_mean': None,
    'longest_strike_above_mean': None,
    'fft_coefficient': [{'coeff': 0, 'attr': 'real'},
    {'coeff': 1, 'attr': 'real'},
    {'coeff': 2, 'attr': 'real'},
    {'coeff': 3, 'attr': 'real'},
    {'coeff': 4, 'attr': 'real'},
    {'coeff': 5, 'attr': 'real'},
    {'coeff': 6, 'attr': 'real'},
    {'coeff': 7, 'attr': 'real'},
    {'coeff': 8, 'attr': 'real'},
    {'coeff': 9, 'attr': 'real'},
    {'coeff': 10, 'attr': 'real'}],
    'number_crossing_m': [{'m': 0}, {'m': -1}, {'m': 1}],
    'linear_trend_timewise': [{'attr': 'pvalue'},
    {'attr': 'rvalue'},
    {'attr': 'intercept'},
    {'attr': 'slope'},
    {'attr': 'stderr'}],                                        
}

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