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Dataset limits. There is a 1 GB limit, per dataset, that is imported into Power BI. If you have chosen to keep the Excel experience, instead of importing the data, you will be limited to 250 MB for the dataset.
Re: Data capacity. 1. Say that an organization has 1 TB of sales data, how does Power BI deals with such cases where data is much larger 10 GB limit? The current path would be to have that data in a cube/model, Power BI can connect directly to that cube/model and not import the data.