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Connect to the "Global Superstore" data source and use the Orders table. Find out the percentage of total sales in all categories by customers who have purchased any product which contains the word 'Avery'?
Add Product Name filter that contains the word Avery

Drop the Customer ID to the rows, so these are all customers who have purchased the product contains the word Avery.
Select all these Customers and create a group.

Now, right-click on the Customer ID (group) and click on Edit Group
Mark the Include 'Other' Checkbox.

Now, you have two members in your group. First, one of those who purchased any product contains the word Avery, and the other ones are the rest of the customers.
Remove the Product Name from filters.
Drop the Sales to the Text, and right-click on Sales and Select Quick table calculations -> Percent of total.

When it is recommended to create multiple table extracts?
It is recommended to create multiple table extracts when row-level security needs to be enforced.
Refer: https://www.tableau.com/about/blog/2018/10/you-can-now-choose-multiple-table-storage-extracts-94776
Connect to the "Global Superstore" data source and use the Orders table. Create a view using Profit and Sales. Find out which sub-category is above the profit median but below the sales median value?
Drop Sales to columns and profit to rows, and Sub-Category to details.
Add two reference lines, one on the sales axis:

Add similarly on profit axis as well.
Out of the following options, only the Binders sub-category is above the profit median but below the sales median value.

You are unable to join two tables because tableau throws the type mismatch error. How you can solve it most likely?
Use join Calculations while joining two tables.