Women in Machine Learning and Data Science (WiMLDS) is a non-profit 501 (c)(3) corporation with headquarters in New York, New York. It was founded in 2013.
The mission of WiMLDS is to support and promote women and gender minorities who are practicing, studying or are interested in the fields of machine learning and data science.
|Data for time period ending||31-Dec-2018|
|Number of continents represented||6|
|Number of countries represented||18|
|Number of cities represented (chapters)||39|
|Number of members||21,500|
|Total number of meetups organized to date||332|
|Twitter followers: @wimlds||8700|
|Data reference||data source / visualization URL|
General note: click on "full screen" icon on lower right to see enlarged images of visualizations in this article.
Introduction to the WiMLDS Annnual Report
WiMLDS celebrated its 5th anniversary in December of 2018. This meetup community has seen significant worldwide growth over the past five years, particularly in 2018. The objective of the report is to share statistics of the WiMLDS community.
Another objective is to improve diversity by connecting the WiMLDS community with the greater data science, machine learning and artificial intelligence communities.
Map of WiMLDS Chapters
Twenty-five new chapters were founded in 2018, bringing the total number of WiMLDS chapters to 39. Nearly 50% of the new chapters in 2018 were from Asia, South America and Africa. The remaining 50% were in North America, Europe and Australia.
About 55% of WiMLDS members are in North America (USA and Canada).
The 5 countries with the greatest membership size are:
- USA (11.7K, 54.2%)
- India (2.0K, 9.3%)
- Kenya (2.0K, 9.1%)
- France (1.9K, 9.0%)
- Nigeria (1.1K, 5.2%)
These 6 countries have multiple chapters (more than one city in country with a WiMLDS chapter):
- USA (13)
- India (6)
- Bolivia (2)
- Poland (2)
- Nigeria (2)
- Canada (2)
By City Chapter
The 5 city chapters with the greatest membership size are:
- San Francisco Bay Area, California, USA (4.6K)
- New York, New York, USA (3.8K)
- Nairobi, Kenya (2.0K)
- Paris, France (1.9K)
- Cary, North Carolina, USA (0.9K)
By Events Organized
A total of 332 meetup events have been organized by the various WiMLDS chapters in the past 5 years. This barchart shows the number of events organized by the different chapters. These 5 chapters have organized 69% of the meetup events since their founding:
- San Francisco Bay Area, California, USA (83)
- New York, New York, USA (71)
- Nairobi, Kenya (27)
- Burlington, Vermont, USA (25)
- Boulder, Colorado, USA (23)
The below visualization is of number of past meetup events organized by meetup membership size.
Note: put mouse over bubble to obtain chapter name.
Here are some key observations:
• We can see that the chapters that have been established earlier, such as Bay Area and New York, have greater membership size and also organize a greater number of events.
• Paris, France and Nairobi, Kenya have high memberships, relative to when chapters were founded.
• Burlington, Vermont and Boulder, Colorado are organizing greater number of events, relative to their membership size.
Events, by Year
Number of Meetup Events By Year (all chapters combined)
Number of Meetups Organized, by Chapter (>=3 events organized in 2018)
Table of Meetup Events in 2018, by Chapter
A chapter is considered inactive if they did not organize at least one event in 2018. The following chapters are currently considered inactive:
- Detroit Metro, Michigan, USA
- Corpus Christie, Texas, USA
- Lagos, Nigeria
- Sao Paolo, Brazil
- Kigali, Rwanda
Note: You can click on "Full Screen" icon on lower right to see enlarged image.
- The Delhi, India chapter of WiMLDS uses these 2 forums for communication and events:
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