Banks are working hard to resurrect their reputations in the wake of the financial crisis, so the last thing they need is to extend financing to a corporation or wealth management client with a bad record when it comes to issues like the environment, ethical lapses or regulatory malfeasance.

Some are performing advanced data analytics on large volumes of data — called "big data" in some circles — to find clues to such unsavory behavior.

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