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so i want to take a few minutes and talk through data formats for appointment scheduling particularly around covet 19 vaccination appointment slots and ill be sharing a few examples that are currently hosted in the smart scheduling links github org uh in smartonfire.org smart scheduling links is the repo and what i want to show you is a quick example of what it looks like to convert from an ad hoc json format into a standardized fighter based json format and take you through the exercise of what it looks like to do that conversion so first a quick tour through the input data format which is one that was defined specifically around this use case of cova 19 appointment slot discovery and its an array of locations and each location provides details about where the place is physically found how to get in touch and then day by day availability in terms of total slots for vaccinations and available slots and its worth saying theres some information here thats implicit so for example th