nb notes

README.md

@@ -125,7 +125,7 @@ Running large workflows with hundreds of cluster jobs might take very long; cons
 
 ## Output
 
-After each pipeline run the main output directory will contain three subdirectories: `configfiles`, `simulations` and `logs`. Each simulation run with a specific set of parameters is encoded by a 4-letter code. The first directory contains configuration files for each of the simulation runs; `simulations` contain all _demon_ output files; `logs` keep captured standard output and error streams for the commands.
+After each pipeline run the main output directory will contain four subdirectories: `configfiles`, `simulations`, `analyses` and `logs`. Each simulation run with a specific set of parameters is encoded by a 8-letter code. The first directory contains configuration files for each of the simulation runs; `simulations` contain all _demon_ output files; `analyses` contains plots generated with _demonanalysis_; `logs` keep captured standard output and error streams for the commands. Feel free to run the pipeline and inspect the results yourself in an [interactive jupyter notebook](https://mybinder.org/v2/gh/AngryMaciek/warlock/master?labpath=notebook.ipynb) we prepared.
 
 ## Community guidelines
 For guidelines on how to contribute to the project or report issues, please see [contributing instructions](/CONTRIBUTING.md).