px.scatter_mapbox() breaks when attempting to plot more than 1600 coordinate points

[gregorywduke]

I have about 4800 coordinate points I'm trying to plot. Attempting to plot them all results in an empty white map without any points whatsoever.

fig = px.scatter_mapbox(df, lat='lat', lon='long')
fig.update_layout(autosize=False, width=950, height=1000)
fig.update_layout(mapbox_style='open-street-map')
fig.show()

When I pass only 1600 points to px.scatter_mapbox(), the map displays properly with all 1600 coordinate points.

fig = px.scatter_mapbox(df.head(1600), lat='lat', lon='long')
fig.update_layout(autosize=False, width=950, height=1000)
fig.update_layout(mapbox_style='open-street-map')
fig.show()

I've considered the possibility that there is some invisible limit to points that can be plotted without a Mapbox API token, so I created an account and got a token, but I cannot figure out how to actually use the token. The documentation is not clear how the token should be used, and I get errors no matter what I try.

[gregorywduke]

When I opened my notebook in Jupyter Lab, I started receiving an HTML error that stated one of my coordinates exceeded 90 or -90. When I excluded said coordinate, I was able to plot all 4799 remaining coordinates.

The Mapbox API documentation is still woefully unhelpful, so I'll just avoid using it.