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pd.DataFrame( {'id':ids_,'score':score_} ).drop_duplicates(['id','score']) The other function of ELink is to provide full-text links to an article based on its ID, which can be returned if you pass cmd=prlinks to ELink instead. If you wish to access only those full-text links that are free to the