def plot_all_methods(self, word, period, smooth=None):
time_series = TimeSeries(word)
series = time_series.get_series()
original_series = time_series.get_modified_series(series)
if smooth != None:
series = time_series.smoothify_series(original_series, smooth)
else:
series = original_series
x0 = [i + self.year_range[0] for i in range(self.max_range)]
y0 = self.compute_relevance(original_series)
y = []
level_peak = LevelPeakDetector(series)
y.append(self.compute_relevance(level_peak.get_levels(1)))
y.append(self.compute_relevance(level_peak.get_levels(2)))
window_peak = WindowPeakDetector(series)
y.append(self.compute_relevance(window_peak.compute_peaks(1)))
y.append(self.compute_relevance(window_peak.compute_peaks(2)))
y.append(self.compute_relevance(window_peak.compute_peaks(3)))
double_peak = DoubleChangePeakDetector(series)
y.append(double_peak.compute_relevance(0.1))
plotter = Plotter(x0, series, period)
plotter.plot_multiple_peaks(word, y, period)
