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I actually wouldn't do this, rather just return a non-coercable value as the original value (rather than nan); its tricky to know what fields actually return; leave it up to the user.
Market cap returns a "B" etc. that needs to be parsed before the result is coerced into a DataFrame.
https://groups.google.com/forum/#!topic/pydata/KOdYtiw7cE8
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