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[Music] thank you so so much for joining us today were very very excited to welcome uh two guest presenters to this webinar this morning so hello um greetings my name is Melissa I am the associate product manager here at jubility the company behind survey CTO thank you again so much for joining us today um for this webinar uh this is called how laterite uses text Audits and python to optimize survey management were very very excited for this presentation I think were going to learn a lot and everyone will walk away with some really good ideas of how to strengthen their own data collection laterite is a firm based in East Africa they specialize in research for social impact combining data research and analytics to maximize the social impact of your work by delivering full cycle research projects and evaluations that support effective decision making all right thank you if youre just joining us once again my name is Melissa and we are starting the webinar how ladderite uses text Audi