Displaying Maps With Plotly Express Mapbox and Streamlit
Streamlit provides a quick and easy way to build interactive applications and dashboards for data analysis and machine learning. If we are looking to build a data analysis app within Streamlit that uses data containing location information, one of the first visualisations we may want to consider adding is a map. Having an interactive map within our app allows us to visualise where the data points are located, and in turn, we can identify patterns or dig into the data in more depth.
This tutorial will show how to integrate plotly express maps directly in a Streamlit app.
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Dataset
The data we are using for this article comes from the Norwegian Petroleum Directorate website and contains the locations of all wells that have been drilled on the Norwegian Continental Shelf. The full dataset can be downloaded here: https://factpages.npd.no/en/wellbore/...
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