 Welcome back to Stanford University here in Palo Alto, California. My name's Savannah Peterson and we're delighted to have you here for our all-day coverage of International Women's Day at the Women in Data Science Worldwide Annual Event. What is your advice for the allies in our world looking to empower the women in data science around their team or just even women in their lives curious about tech? Keep them close and encourage each other. Community is so important. We're here at this conference building that community. I had mentors in my life that were really critical to me in my early development and I love having mentor relationships with young people now. That is so important. Bring them along. Pass on the opportunities to them. Look to strive for diversity in your hiring practice. You know I help others the way I was helped during this process and like you know maybe I could help somebody else. But that is one of the most important things right now if we are to achieve the sustainable development goals and tackle the great crisis of our times and also to do that collaborate in a manner where we think of each other as equals whether it's an indigenous woman from the high Andes or some of us sitting here in this beautiful place. We are all in this together whether we like it or not. If we collaborate as equals hearing each other's voices with a seat at the table we can do anything and this is what I think digital innovation and data science enables for us to actually collaborate from where we are. If you haven't checked out the women in data science community I highly encourage you to do so. There is always room for allyship.