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Not only are companies interested in mining social media data for insights regarding consumer products and marketing,they also want data in order to better guide product development and plan manufacturing schedules, as well as to generate predictive models that incorporate such factors as weather and employee data.

A. they also want data in order to better guide product development and plan manufacturing schedules, as well as to generate; best option
B. they also want data in order to better guide product development and planning manufacturing schedules, as well as to generate; parallelism issue.
C. also wanting data in order to better guide product development, planning manufacturing schedules, as well as generating; there is no independent sentence in this option
D. but also want data in order to better guide product development to plan manufacturing schedules, as well as generating; we need a independet clause to form a sentence
E. but also wanting data in order to better guide product development and planning manufacturing schedules, as well as to generate; same as option D
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Hi AjiteshArun, AndrewN

Could you comment whether the use of "as well as" is correct in the correct option A, given that we should use "as well as" for only two items in the list ?

What I mean to say that whether this sentence construct is correct :

Tom and Joy, as well as Jerry, went to the market.

Thanks in the advance !!
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abhishekmayank
Hi AjiteshArun, AndrewN

Could you comment whether the use of "as well as" is correct in the correct option A, given that we should use "as well as" for only two items in the list ?

What I mean to say that whether this sentence construct is correct :

Tom and Joy, as well as Jerry, went to the market.

Thanks in the advance !!
Hello, abhishekmayank. In both the original sentence and the one you have written above, I interpret as well as to indicate an aside to add information that was apparently left out from the original line of thought. Of course, you could say, Tom, Joy, and Jerry went to the market, just as you could say, they also want data in order to better guide product development, plan manufacturing schedules, and generate predictive models... But if the first two parts were already named and a third was left out, to be appended to the existing expression, then as well as or too can serve in that capacity. It may not be the cleanest, most concise form of expression, but it is functional, and, most importantly, choice (A) is the best option of the five presented here, so we should pick it.

Thank you for drawing my attention to the question.

- Andrew
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How is to better guide, plan, as well as to generate parallel in choice A? Shouldn't it be to better guide, plan as well as generate? Could someone explain
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How is to better guide, plan, as well as to generate parallel in choice A? Shouldn't it be to better guide, plan as well as generate? Could someone explain
I have the same question. It is obvious that, in the choice A, the "to better guide" is simultaneously parallel with "guide" and "to generate". Does this function well?
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