Geographic Heat Maps with GeoPandas: Visualizing COVID-19 Data in Python

Geographic Heat Maps Visualizing Spatial Data Python

The spreading of COVID-19 has led to an increased interest in displaying region and country-specific information on geographic heat maps. Geographic heat maps use color shadings to visualize data that includes a spatial component and refers, for example, to countries, cities, towns, mountains, etc. The color shades are defined in … Read more

Correlation Matrix in Python: How Correlated are COVID-19 Cases and Different Financial Assets?

confusion matrix python tutorial scikit-learn seaborn

This article shows how you can create a correlation matrix in Python to visualize the correlation between various asset classes and COVID-19. Correlation is a statistical measure that describes the linear relationship between two independent variables. In financial market analysis, correlation plays an important role, as it measures how assets … Read more

Accessing Remote Data Sources via REST APIs in Python

REST-APIs-Tutorial-Python

REST APIs provide straightforward access to remote data sources. Data scientists should learn about REST APIs because APIs (Application Programming Interfaces) are an important way for data scientists to access data from other sources. By using REST APIs, data scientists can access data from a wide range of sources, including … Read more