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We're looking to increase our contributions to the social sector here in Singapore, and will be having a monthly meeting for volunteers who want to do more. These will be working sessions which can include:

• DataJams where data is cleaned and prepped for further analysis,

• Clinics for social sector organisations to drop in and ask data-related questions, and

• Planning sessions for wider community events.

Important to note

• Unlike a normal meetup, if you sign up but don't show, you will be depriving our non-profit partners of other volunteers who can be there to help them. Please be considerate when you sign up, thank you.

• Please understand that no food will be provided, so do make preparations to grab a bite before you turn up. Also, it would be great if you bring your own water bottle along with your laptop and power cable too.

Overview of Project Teams

• Raffles' Banded Langur Working Group ( - Task: Facial recognition for individual monkeys, geo-location mapping. Skills required: no preferred programming language at the moment; skills needed for Machine Learning, Machine Vision, Geographic Information Systems

• IUU (Illegal, Unreported, Unregulated) Fishing (,_unreported_and_unregulated_fishing) - Task: reproduce code for fishing scoring heuristics and evaluation effectiveness. Skills required: preferred programming language Python

• Community Justice Center ( and Law Society Pro Bono Services ( - Task: Data cleaning and text analysis. Skills required: preferred programming language Python; skills needed for text analysis and Natural Language Processing

• HelpAge ( - Task: data cleaning and exploration, build data pipeline for reporting/dashboard. Skills required: Tableau • National Volunteer & Philanthropy Centre (NVPC) ( - Task: to review code submitted during our August DataDive for reproducibility. Skills required: R, Docker


6.45 - 7pm: Registration
7 - 7.30pm: Data review and task assignment
7.30 - 9.30pm: Data cleaning