This dataset is a Python dictionary containing multiple objects relating to the following walkthrough tutorial notebook: https://github.com/Jez-Carter/Bias_Correction_Application/blob/jupyterbook_render/walkthrough_tutorial/Walkthrough%20Tutorial.ipynb . The key components are the MCMC parameter inference outputs, which are obtained after non-insignificant computation involved with fitting the model to the input-data. The data is expected to be downloaded to use in the notebook, preventing the user from having to run the full inference themselves.