The changing GitHub community

• Developers remain the largest category of users, though it is descreasing from a high of 60% in 2016 to 54% in 2020.
• Profiles that include education. up from 17% in 2016 to 23% in 2020.
• The third largest category is data, with 7% of users in 2016 and 10% of users in 2020.

GitHub in education: serving the next generrattiion

TensorFlow and COVID communities

• developers are the most common users in the TensorFlow and COVID communities

Community actions, patterns, and insights

The Future of open source

• 56M developers

《Finding balance between work and play》

Executive summary

• 34% more pull requests when teams automate workflows
• 18% faster pull request merges when teams automate

Key findings

• Samll pusll requests drive innovation and productivity.
• Automation drives productivity gains and imporoves developer experience.
• Open source is a greate escape when everyone s stuck at home
• Developer activity highlights the importance of flexibility and personal solutions

Take action

• Manage your energy.(working from home)
• Be flexible to find unique solutions for the best outcomes.
• Use automation and small pull requests to ship better code faster.
• Embrace and support collaboration and open source.

Developer activity

• China’s Golden Week
• US Thanksgiving
• Lunar New Year
• Chinese Labour Day