Update tutorials and documentation to reflect changes in the code

[sophiemiddleton]

• we should include some real examples for analysis
• we should look at some extracted analysis too

[AndrewEdmonds11]

This is a duplicate of #108 so I will copy Sophie's comment over there and close this