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from moment_plots import *
ts = test_series()
s = ts.cumsum()
s[20:50] = np.NaN
s[120:150] = np.NaN
plot_timeseries(s,
m.rolling_count(s, 50),
m.rolling_sum(s, 50, min_periods=10),
m.rolling_mean(s, 50, min_periods=10),
m.rolling_std(s, 50, min_periods=10),
m.rolling_skew(s, 50, min_periods=10),
m.rolling_kurt(s, 50, min_periods=10),
size=(10, 12),
titles=('time series',
'rolling_count',
'rolling_sum',
'rolling_mean',
'rolling_std',
'rolling_skew',
'rolling_kurt'))
plt.show()
plt.close('all')
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