July 24, 2019
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In a world where real-time data streams are becoming much more common, and with the volume of that data continuing to increase, it makes sense that a framework would be developed to increase the ease at which that data can be processed. Yahoo! S4 isn't the first such framework to be concieved, or even open sourced, but it is likely to massively increase awareness that such frameworks exist, what problems they may help solve and get developers thinking about how they could use the technology and potentially increase the likelihood of somebody moving S4-like capabilities into the cloud and offering it as as service.
This is the first API profile in what we are calling the "Growth Series." Mapbox provides an API that allows developers to create maps with rich data visualizations by using multiple data layers. This feature along with others has fueled an 11x growth in calls made to its API.
The Socrata Data API or SODA is one of the foremost API resources for Government and for social data discovery. One of the major use cases for open data is of course increasing law enforcement effectiveness for analysis and transparency. One such mashup using the Socrates API is the Crime Data for San Fransisco.