 I'm Chris Ruzzo and I am a support and operations sort of ish lead for a measurement lab may have corresponded with many of you and Nick team I'm a data journalist intern here over the summer so Nick and I have been working together this summer on a lot of data support requests which many of you have sent to us in the past and so we're going to do a breakout session on working with mLab data we got another slide so what can we make with mLab this is an example we're just really not gonna go any more than that but look we made some maps actually Nick made the maps and they're really awesome and we'd love to build some capacity in your organizations to work with the mLab data and do amazing things with it so that's what our session is about you should come because you might want to learn to use mLab data with basic r-functions jupiter notebooks get started if you're not familiar with what those things are that's fine we're gonna start from the basics and go on up to all the possibilities and then you'll have some ideas please come listen to us talk yes so hello I'm Simone I'm an intern here at mLab and I also work for uni uni is a tool how do I go to the next slide yeah I mean I have serious issues with hardware anything that is hardware I can't really deal with it thank you thank you so okay uni is this project under the Tor project umbrella to measure internet censorship and like in these two slides has just put the basics so one of the things that we do we do many things is try to in a way mock what a real web browser will do for a created test list that depend on the country and try to see if what we got is accessible if not why and if it's accessible if it makes sense what we got or not and based on that we produce research reports and this is for example a very recent research report from Egypt that is quite comprehensive and explains many findings that we we discovered among the many things that we score a very funny one is that there we discovered like that the censorship mechanism in Egypt was serving ads or crypto mining pages for domains that were blocked by the state so this is part of the stuff that we do so this is like in very few sentences what we need us what they will I hope we can do in the session is well I can provide you more background and more information on uni uni is not only a software project there is a lot of human components involved and policy I can talk about that and then I can also talk about another aspect depending on who shows up and what are your interest that is the intersection between what uni does and what M lab does and this is part of the reason why I have what hats and this is basically the fact that if you perform a lot of longitudinal performance measurements from a place then you're able to see when there is throttling because you will observe throttling on the performance measurements and there are cases like calling show the calling Anderson that used to work at M lab showed in the past that you can really see a country throttling all the people and then another possibility is that when there is a country that shuts down an area of the internet you can possibly observe that because like all the clients that were supposed to show up like on the average they disappear so that's my session. Hi everyone thanks for sticking around after lunch. My name is Michael Nakagaki and I'm with the lines for affordable internet a for a as we like to call ourselves. So the right to go online to connect with friends to purchase goods and products to civically engage with your government. These are privileges as you know that we often take for granted because over 50% of the global population still do not have access to the internet. In fact our own research shows that at the current rate of growth we will not achieve universal access until the year 2042 which is two decades beyond the SDG target year of 2020 and the billions of individuals who are left online still are women and the poor from developing countries who are experiencing inequalities and discriminations in the offline space which is reflected online and if not magnified and the number one reason for access inability is affordability in the cost and for that reason a for a I came to being around 2014. We are the world's broadest tech sector alliance and we have over 80 private companies governments and civil society from both developed and developing countries working together to transform policy and regulatory framework to drive down the costs. We believe that driving policy reform is the best way to advance technological breakthroughs around the world and we define affordability through our one for two target which means that for one gigabyte it should not cost more than 2% of national monthly income of a given nation. So as of now we're working in eight countries as you can see and we have helped develop multi stakeholder coalitions in each of these countries where we address local problems with local solutions and in order to do that we also have a robust research team that produces evidence based policy research around how policy frameworks are in place or how they're not implemented and we produce our annual affordability report which you may have heard of. We also produce case studies on infrastructure sharing or taxation broadband strategy plans and we also look at thematic briefings looking at USF reports and so forth. We actually have a report coming out with M lab on quality of services looking at download and upload speeds on mobile phones and low and middle income countries that's coming out this fall. So TBD. So for my breakout session I would love to speak have a discussion with you about how to address this inequality that we are experiencing offline in online space. What can we do to improve internet affordability? How can we close the gap on the digital divide that many women are experiencing which also includes cultural norms and also about how we can collectively produce research that can help policy makers address these issues. Thank you. Okay so Nick and Chris workshop of getting started with M lab data back there. Simone will be over here and Mako will be in the conference room right across the hall and go.