Here at Anant we are very interested in data wrangling (aka data munging), which basically means, we want to be able to help people take data in one format and convert it to a form that best suits their needs. One way we keep up to date is through the excellent Data Wranglers DC group that meets monthly here in Washington.
At the most recent meeting, the group tackled the challenge of integrating real-time video and data streams. Mark Chapman, who is a Solutions Engineering Manager at Talend, explained how his company utilized Spark and Kafka in their product to analyze real time data in the English Premier League (EPL). In addition to the video inputs at 25 frames per second from cameras throughout the stadium, the stream was correlated to data connected to players’ heart rates and other measurements. The EPL is then able to overlay this information into replays to improve presentation and analysis as well as send data to companies offering in-game wagers.
The presentation was very interesting and Mark graciously shared his slides:
If you are in any way interested in data wrangling – just like it sounds, getting data under control and to work for you – we would love to hear from you and let you know what might be possible with your data streams. If you are in DC and are interested in the technical side of data munging, please come out to the next event and meet us. This past presentation was hosted by ByteCubed (@bytecubed), in Crystal City, but the gatherings have been in Foggy Bottom as well.