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We introduce a measure of super weak noncompactness defined for bounded linear operators and subsets in Banach spaces that allows to state and prove a characterization of the Banach spaces which are subspaces of a Hilbert generated space. The use of super weak compactness and casts light on the structure of these Banach spaces and complements the work of Argyros, Fabian, Farmaki, Godefroy, H'ajek, Montesinos,\linebreak Troyanski and Zizler on this subject. A particular kind of relatively super weakly compact sets, namely uniformly weakly null sets, plays an important role and exhibits connections with Banach-Saks type properties.

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