Study materials for "Managing Messes in Computational Notebooks"
This repository includes materials for running the usability study for the technical paper, "Managing Messes in Computational Notebooks".
Tutorial documents, task instructions, study guides, and
questionnaires can be found as the
.docx files in the main
directory of this repository.
The notebooks participants used in notebook cleaning and
exploratory data analysis tasks can be found in the
Setting up the notebooks
These notebooks were last executed with a Python 3.6.6
kernel. To run all of the notebooks, you will need to
install all of the dependency packages listed in the
pip install -r requirements.txt
If you haven't already, you will need to install Jupyter
notebook or Jupyter Lab to open the notebooks (e.g.,
pip install jupyterlab). To download code gathering tools for
the notebooks, see instructions on the
the code gathering tools
Read about the design of the usability study, and of code gathering tools more generally, in our technical paper:
Managing Messes in Computational Notebooks. Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, and Robert DeLine. ACM Conference on Human Factors in Computing Systems, CHI 2019.