An effective way to signal a contrast within a sentence is to use a signal word, such as

“However” signals that the next idea contrasts with or differs from the previous idea. “Also,” “same,” and “similarly” suggest agreement or similarity rather than contrast. Therefore, the correct choice is “however.”

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