Diversity

Gender / STEM

• Understanding the Gender Imbalance in STEM Fields
• Why it’s hard to prove gender discrimination in science
• Inequality of under-represented groups in PyData leadership

Women’s Space

• On the Design of Women’s Spaces

Tech Groups

• Women Who Code 75 chapters
• RLadies 80 chapters
• PyLadies ~80 chapters
• Write/Speak/Code ~6 chapters (have a national conference)
• Girl Develop It 63 chapters

Women in Data Organizations

Group Name	Twitter
WiD: Women in Data
WiDS: Women in Data Science
WiML: Women in Machine Learning
WiMLDS: Women in Machine Learning & Data Science
WiBD: Women in Big Data
WSDS: Women in Statistics and Data Science