Instead, pass your figure as the `figure` parameter to the [`dcc.Graph`](https://dash.plot.ly/dash-core-components/graph) component, which is part of the [Dash Core Components](https://dash.plot.ly/dash-core-components) library. The code below demonstrates how to do this.

import dash_core_components as dcc

import plotly.graph_objs as go

id='example-graph-2',

figure=fig

)

Plotly figures can be displayed in [ipywidgets](https://ipywidgets.readthedocs.io/en/stable/) contexts using `plotly.graph_objects.FigureWidget` objects. `FigureWidget` is a figure graph object (just like `plotly.graph_objects.Figure`), so you can add traces to it and update it just like a regular `Figure`. But `FigureWidget` is also an `ipywidgets` object, which means that you can display it alongside other `ipywidgets` to build user interfaces right in the notebook.