I know when a row in the table is clicked, feature will highlighted and we can delete it from there.
Actually data is wrong data and it's not highlighting and i don't know how it's added.
how to delete that data in web map from arcgis
See this help doc:
How To: Delete features with no geometry in ArcGIS Online
Retrieving data ...