Visualizing Datasets
Study variable correlations with matplotlib and seaborn, and use dimensionality reduction (PCA, t-SNE) to display complex datasets.
Show your Data in a Google Map with Python
Create an interactive display for geographical data with python: real-estate prices near Geneva.
Choropleth Maps in Python (2021)
Create a choropleth map with geoviews and geopandas. Working geoviews installation instructions as of May 2021.
COVID-19 Analysis
Analyse the COVID-19 data from John Hopkins University by yourself with python (pandas, holoviews, matplotlib)
Interactive Visualization with Bokeh
Visualization is absolutely essential in data analysis, as it allows you to directly feed your data into a powerful neural network for unsupervised learning: your brain. Learn how to use bokeh to dig deeper in your data!