multiple_lines_chart

This function creates a line chart with two y-axes, allowing for the display of multiple lines with different scales on the same chart.

multiple_lines_chart(**kwargs)

Input variables

Name	Description	Type
plot_setup	Setup chart Dictionary with the following keys: name: Path + name of the figure width: Figure width in SI units height: Figure height in SI units extension: File extension dots_per_inch: The resolution in dots per inch marker: Markers for the lines marker_size: Size of the markers line_width: Width of the lines line_style: Line styles Y0_axIS_LABEL: Label for the primary y-axis Y1_axIS_LABEL: Label for the secondary y-axis x_axis_label: Label for the x-axis labels_size: Size of the labels x_axis_size: Size of the x-axis labels y_axis_size: Size of the y-axis labels chart_color: List of colors for the lines on_grid: Grid on or off y_log: y log scale x_log: x log scale legend: Legend labels legend_location: Location of the legend size_legend: Font size of the legend	Dictionary
dataset	Dataset to plot	List or array

Output variables

Name	Description	Type
None	The function displays the plot on the screen and saves it to the local folder of the .ipynb or .py	None

Example 1

Use the multiple_lines_chart function to visualize multiple lines with two y-axes.

# Data
X = np.arange(0.01, 10.0, 0.01)
DATA_1 = np.exp(X)
DATA_2 = X * np.sin(2 * np.pi * X + 2)
DF =  pd.DataFrame({
                    'x': list(X),
                    'y0': list(DATA_1),
                    'y1': list(DATA_2)
                   })

# Chart setup
CHART_CONFIG = {
              'NAME': 'figure1-10-1',
              'WIDTH': 20., 
              'HEIGHT': 10,
              'MARKER': ['none', 'none'],
              'MARKER SIZE': 2,
              'LINE WIDTH': 2,
              'LINE STYLE': ['-', '-'],
              'X AXIS LABEL': 'time ($s$)',
              'X AXIS SIZE': 12,
              'Y0 AXIS LABEL': 'rpm ($rot \cdot min^{-1}$)',
              'Y1 AXIS LABEL': 'vibration signal ($mm$)',
              'Y AXIS SIZE': 12,
              'LABELS SIZE': 14,
              'CHART COLOR': ['red', 'blue'],
              'ON GRID?': True,
              'LEGEND': ['motor speed', 'vibration signal'],
              'LOC LEGEND': 'upper left',
              'SIZE LEGEND': 12,
              'Y LOG': False,
              'X LOG': False,
              'DPI': 600, 
              'EXTENSION': 'svg'
             }

# Data statement 
DATA = {'DATASET': DF}

# Call function
multiple_lines_chart(DATASET = DATA, PLOT_SETUP = CHART_CONFIG)

Figure 2. Data Visualization with Two Y-Axes.

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