Saving Plotly graph results in Jupyter Notebook

I’m using plotly with Python3 API in Jupyter Notebook.
I create a graph and display it inside the notebook using iplot, but when the notebook is closed and reopened, the output cell becomes blank, meaning the graph is not being kept there (for both online and offline plotting). it happens also if another user is opening the notebook.

Is this the expected behavior? is there a way to overcome it?

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