Data Analysis and Visualisation

This series of lessons focuses on the use of Python to perform basic data analysis and to create sophisticated visual representations of data (figures/plots). We will concentrate on the functionality provided by numpy and scipy for data analysis, and veusz for creating figures.

• Creating figures
• Descriptive statistics—calculation and visualisation
• Inferential statistics and scatter plots
• Experimental design—power analysis and its visualisation