Sharepoint to PowerBI Refresh Issue

Hi kelly008 ,

1. You can try to clear permissions in data source settings about Sharepoint Online List and re-connect to it.
2. If you are using v2.0(Beta) version, we're making available two different views for the same data, please refer: Connect to Sharepoint Online List v2.0 (Beta) 
   • All
   • Default
3. You can use web connector with sharepoint rest api, it will get all sharepoint fields.
   • Get to know the SharePoint REST service 
   • Pull data from a REST API Authentication 

Best Regards,
Community Support Team _ Yingjie Li
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