This is a collection of my personal notes for Data Visualization in Python. Originally I had kept these in a collection of Jupyter notebooks, but it will be much more useful to just put them online so ...

DeepSeek R1, the latest large language model to be creating a stir with its outstanding open source performance, is reshaping how you can approach complex tasks such as mapping and data visualization.

Geographical plotting is usually challenging due to the various formats data can come in. In this section we will focus on using plotly for plotting. Matplotlib also has a basemap extension.