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A tutorial on using the Plotly library developed by students in the 2022-2023 MESM class at the Bren School.

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Group_4_Plotly

Plotly

EDS-217

For this project we explored Plotly. Plotly is a python library that allows you to make interactive data vizualizations. The base for this library is the javascript plotly library. We used Plotly to explore data vizualizations using Jupyter Notebooks, however plotly can also be used to create html files, or as part of Dash (another tool created by plotly) for web applications. There are approximately 40 chart types that can be made with this package.

Why Plotly?

Check out this article with four reasons why plotly is the best data vizualization library: https://towardsdatascience.com/4-reasons-why-plotly-is-the-best-visualization-library-18c27de05b95

Acknowledgements

Collaborators: Andre Dextre, Adelaide Robinson, Erika Egg

Citations

Analysing the history of volcanic eruptions with Pandas. (n.d.). Retrieved September 9, 2022, from https://scipython.com/book2/ chapter-9-data-analysis-with-pandas/examples/analysing-the-history-of-volcanic-eruptions-with-pandas/

Hallworth, M.T., S.A. Kaiser, S. Sillett, M.S. Webster, R.T. Holmes, and N.L. Rodenhouse. 2022. Black-throated Blue Warbler capture histories, Hubbard Brook Experimental Forest ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/d4137fae50280b91d95c9fc099f7ccd7 (Accessed 2022-09-09).

Horst AM, Hill AP, Gorman KB (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. R package version 0.1.0. https://allisonhorst.github.io/palmerpenguins/

Is it possible to Jitter Scatter_mapbox? Plotly Community Forum. (2020, July 2). Retrieved September 9, 2022, from https:// community.plotly.com/t/is-it-possible-to-jitter-scatter-mapbox/41927

Plotly.express.density_mapbox. plotly.express.density_mapbox - 5.9.0 documentation. (n.d.). Retrieved September 9, 2022, from https://plotly. com/python-api-reference/generated/plotly.express.density_mapbox.html

Plotly.express.scatter_mapbox. plotly.express.scatter_mapbox - 5.9.0 documentation. (n.d.). Retrieved September 9, 2022, from https://plotly. github.io/plotly.py-docs/generated/plotly.express.scatter_mapbox.html

U.S. Department of the Interior. (n.d.). Volcanic explosivity index. National Parks Service. Retrieved September 9, 2022, from https://www. nps.gov/subjects/volcanoes/volcanic-explosivity-index.htm

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A tutorial on using the Plotly library developed by students in the 2022-2023 MESM class at the Bren School.

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