Constructs a Plotly Dash HTML table from a Pandas Dataframe

Dataframe to Dash HTML Table.py

def create_stats_table(data_frame: pd.DataFrame) -> html.Table:
    """Constructor for a Dash Table from a Data Frame

    Args:
        data_frame (pd.DataFrame):  Source data for Table

    Returns:
        html.Table: Dash Table element
    """
    table_rows: list[html.Tr] = []

    for _, row in data_frame.iterrows():
       single_row: list[html.Td] = []

       for item in row.tolist():
           if isinstance(item, str):
               item = item.replace("_", " ")
               item = item.title() 
           elif isinstance(item, float):
               item = "{:.2f}".format(item)
           
           single_row.append(html.Td(item))

       table_rows.append(html.Tr(children=single_row))

    dash_table = html.Table(
        className="table is-fullwidth is-striped",
        children=[
            html.Thead(
                children=html.Tr(
                    children=[html.Th(column_name) for column_name in data_frame.columns]
                )
            ),
            html.Tbody(
                children=table_rows
            )
        ]
    )
    return dash_table