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How to implement category axis in matplotlib?

Stack Overflow Asked by fgg1991 on December 10, 2020

enter image description here

Here is what I did in PyQt with QtChart:

I have 3 columns in a dataframe, col1 is used as y-axis value, col2 is used as x-axis value. BUT col3 is used as x-axis label.

Each point has three attributes:SimErr(y), GID(integer, x axis) and Group(shown in x-axis label)

So how could I do this in matplotlib? I cannot find any class which is similar to QCatogoryAxis in QT

Here is my pyqt code:

        gaugefile = list(self.gaugefile_dict.values())[0]  # this is the dataframe
        # this dict stores the start GID and end GID for each Group
        # Like axis_init_dict[(0, 100)] = GroupA
        # axis_init_dict[(101, 200)] = GroupB
        axis_init_dict = extract_start_end_for_group(gaugefile)
        x_axis_group = QtCharts.QCategoryAxis()
        x_axis_group.setMin(int(list(axis_init_dict.keys())[0][0]))
        x_axis_group.setMax(int(list(axis_init_dict.keys())[-1][0]))
        for (start, end), group in axis_init_dict.items():
            x_axis_group.append(str(group), end)
        x_axis_group.setTitleText(self.x_label)
        x_axis_group.setLabelsAngle(-90)
        y_axis_value = QtCharts.QValueAxis()
        y_axis_value.setTitleText(self.y_label)
        y_axis_value.setRange(self.axis_range['y_min'], self.axis_range['y_max'])
        chart.addAxis(x_axis_group, Qt.AlignBottom)
        chart.addAxis(y_axis_value, Qt.AlignLeft)

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