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Data Manipulation – We have to turn that raw data into useful information. Typically, this means it will have to be manipulated in some way. This can be as simple as placing it in the right context or as complex as running it through a sophisticated algorithm.

Visualization – Once we have accessed, shared, and manipulated our data, we have to make it available to the people who will use it. Even if it’s just going from one machine to another (M2M) to update a status or trigger some activity, we still need some kind of window into the process in order to make corrections or to ensure proper operation.

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