Project Description

Open source projects contain entire development histories - who made changes, the changes themselves, and code reviews. In this project, you'll be challenged to read in, clean up, and visualize the real-world project repository of Scala that spans data from a version control system (Git) as well as a project hosting site (GitHub). With almost 30,000 commits and a history spanning over ten years, Scala is a mature language. You will find out who has had the most influence on its development and who are the experts.

The dataset includes the project history of Scala retrieved from Git and GitHub as a set of CSV files.

The skills required to complete this Project are covered in pandas Foundations, Manipulating DataFrames with pandas, and Merging DataFrames with pandas.

Project Tasks

  • 1 Scala's real-world project repository data
  • 2 Cleaning the data
  • 3 Merging the DataFrames
  • 4 Is the project still actively maintained?
  • 5 Is there camaraderie in the project?
  • 6 What files were changed in the last ten pull requests?
  • 7 Who made the most pull requests to a given file?
  • 8 Who made the last ten pull requests on a given file?
  • 9 The pull requests of two special developers
  • 10 Visualizing the contributions of each developer
Anita Sarma
Anita Sarma

Associate Professor at Oregon State University

Anita Sarma joined Oregon State University in September 2015 where she is an associate professor in the School of Electrical Engineering and Computer Science. She holds a Ph.D. degree in information and computer science from the University of California, Irvine. Her research interests are at the intersection of software engineering and computer-supported cooperative work.

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TECHNOLOGY
  • Python
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