Saltz, Jeffery, et al. “MIDST: An Enhanced Development Environment That Improves the Maintainability of a Data Science Analysis”. International Journal of Information Systems and Project Management, vol. 8, no. 3, 2020, doi:10.12821/ijispm080301.
Abstract

<p>With the increasing ability to generate actionable insight from data, the field of data science has seen significant growth. As more teams develop data science solutions, the analytical code they develop will need to be enhanced in the future, by an existing or a new team member. Thus, the importance of being able to easily maintain and enhance the code required for an analysis will increase. However, to date, there has been minimal research on the maintainability of an analysis done by a data science team.

Year of Publication
2020
Journal
International Journal of Information Systems and Project Management
Volume
8
Issue
3
URL
http://www.sciencesphere.org/ijispm/archive/ijispm-080301.pdf
DOI
10.12821/ijispm080301