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Edit (or Modify) access level
Users with Edit access level can make changes to a dataset. They can add/modify more data to an dataset. They can build dashboard using the dataset. But, they cannot share the dataset to others. 
Full Control access level
Users with full control can do below listed action on dataset and screen may look like below
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