I'm trying to create a summary table which summarizes the same field from different features. Using the "summarize" tool or "Summary Statistics" is good for only one feature. Any idea for a tool, python script or model that might do the job?
I presume you mean featureclass. You can batch the tool(s) in modelbuilder and/or a script if you are familiar with that process, but there isn't any off the shelf tool.