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We have a dedicated Game Intelligence team of analysts for RuneScape who use Hive as a way to interrogate our Hadoop data. The game analysts sit and work closely with developers and designers to create the best possible game experience.

A great example of this in action is on our Evolution of Combat beta a reworking of the game’s combat mechanics currently in trial phase. We have an analyst supporting this project full time, putting hard numbers behind the ideas and improvements to make the biggest leaps forward in the shortest time.Smith extolls the virtues of SQL as his data management tool of choice.

While there are many tools that can quickly visualise data, it often comes full-circle to the flexibility of simple SQL. This fits with our use of relational databases and Hadoop Hive, and we’ve found Excel to be an extremely accessible standard for consuming data. We also use complementary technologies like R and Pig for data mining, and Tableau for fast visualisation.

While much has been said of big data in the press, the actual examples of use cases among traditional businesses is still tiny. Meanwhile Jagex, one of the firms at the bleeding edge of big data exploitation, is examining the information that comes from people sitting at their computers shooting arrows at goblins and baking virtual cakes.

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