We had a great chat with Heather Krause, Founder of We All Count Project for Data Equity. Heather is a statistician by training and is presently using her skills and passion to improve equity in data science. She practiced data science in an international setting for many years before realizing many of her own practices were problematic, both reflecting and reinforcing western ways of thinking and often de-legitimizing the values of the people and groups she was studying. Rather than blow up her career, Heather thankfully imagined a new way of doing data science that would marry rigor with equity in the planning, execution, and communication of quantitative research. She now works with a range of clients from the public and nonprofit sectors, as well as academia and other research institutions, to help them identify areas for improvement and tangible practices to improve their own research.

We talk with Heather about what data equity means (and, for that matter, what data science means), the many hats she wears not only as a data scientist herself but as a therapist for researchers who are learning that their long-held practices and traditions may be inequitable in both obvious and not-so-obvious ways, and her philosophy that there is no trade off between rigor and equity in data science (and in fact they should be mutually reinforcing!). It was a great conversation, and we know our listeners will appreciate Heather’s candor and thoughtfulness.

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Unwitting sponsor! Rebecca and Jen love this time of year and the ways in which the holidays can prompt us to step back and give thanks for all this beautiful life has to offer. This episode’s unwitting sponsor is therefore this season of gratitude. Whether you celebrate Thanksgiving or prefer to express gratitude with simple thank you notes (or both!), we can all agree that taking time to give and receive thanks is good for the soul. Friends, take a second today to think of someone you’re grateful for and then run and tell that person how much you appreciate them! You won’t regret it.