Is it possible to extract data from an excel file and create an organizational chart and display on a Sharepoint site (without visio or 3rd party solutions)?
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Yes you can import entire Excel sheet as List in ShrePoint and filter your List with SPServices or REST Api and can create desire  organizational chart.
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