sda.dashboard.callbacks.scatter

Enhanced scatter plot functionality for the dashboard with dark theme support.

Classes

ScatterPlotCallback

Enhanced scatter plot callback functionality with dark theme support.

Functions

create_scatter_plot(data, x_col, y_col[, color_col, title])	Create a scatter plot (legacy function for backward compatibility).
get_scatter_layout([title])	Get default scatter plot layout.

Module Contents

class sda.dashboard.callbacks.scatter.ScatterPlotCallback(verbose=False)

Enhanced scatter plot callback functionality with dark theme support.

verbose = False

create_scatter_plot(data, x_col, y_col, color_col=None, title='Scatter Plot', **kwargs)

Create an enhanced scatter plot with improved features and dark theme support.

Parameters:

• data (pd.DataFrame) – The data to plot

• x_col (str) – Column name for x-axis

• y_col (str) – Column name for y-axis

• color_col (Optional[str]) – Column name for color coding

• title (str) – Plot title

• **kwargs – Additional arguments for plotly

Returns:

Plotly figure dictionary

Return type:

Dict[str, Any]

sda.dashboard.callbacks.scatter.create_scatter_plot(data, x_col, y_col, color_col=None, title='Scatter Plot', **kwargs)

Create a scatter plot (legacy function for backward compatibility).

Parameters:

• data (pd.DataFrame) – The data to plot

• x_col (str) – Column name for x-axis

• y_col (str) – Column name for y-axis

• color_col (Optional[str]) – Column name for color coding

• title (str) – Plot title

• **kwargs – Additional arguments for plotly

Returns:

Plotly figure dictionary

Return type:

Dict[str, Any]

sda.dashboard.callbacks.scatter.get_scatter_layout(title='Scatter Plot')

Get default scatter plot layout.

Parameters:

title (str) – Plot title

Returns:

Layout dictionary

Return type:

Dict[str, Any]