matplotlib

Generating and plotting stock or crypto data with Matplotlib

We generate high, low, open, close and volume data using a simple method for a fictitious stock or crypto, plot it on a candlestick chart and use a custom font from disk to render the plot.

Plotting European capitals, centroids and the distance between them using geopandas

Does the capital of a country tend to be geographically close to the center? (Answer - not really.)

Creating a choropleth map with geopandas and using multiple subplots

Exploration of basic plotting with geopandas and collating them into subplots. Formatting it and editing the colormap legends.

Visualising country data as a tilemap using pyplot and imshow

I show how to lay out countries in a tilemap and populate them as a heatmap using pyplot imshow.

Circular visualization of daily and monthly data with KPI ring chart and custom colormap

Code examples and walkthrough of visualising daily data by month on a circular plot, and applying a custom color map. A single plot and monthly sub-plots are shown.

Creating circular plots based on the concepts of a bar chart, using matplotlib

Mapping a bar chart to a circular plot, with variations on circular plotting.

Python examples for visualising normal and skewed normal distributions with histograms

Some code snippets for generating and visualising normal and skewed data, and comparing their mean, quartiles and median.