word choice - What is the difference between "although that is" and "although it is"?


Currently I'm writing a thesis. I came over the although sentence several times. After reading through time after time my head started to hurt :P I tried to google it but didn't find any help.


So the sentence goes like this:



Although that/it is true, it is not insensible since one rule alone cannot classify the entire data.



What comes before Although is a sentence trying to explain the bad results from a program shown in a table.


What is the difference? Is it possible to use both? If so, why?


Also the part with "it is not insensible since" sounds fishy to me. Is this one correct?




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