Some on from this number called claiming to be from the Canada Revenue Agency and told me there is a case against me and I owe money and I need to go to Home Depot to pay it with my debit card. The amt was $1325.

I have got the same call, but didn't get a chance to talk to anyone. He (David) left a message that he has called from CRA looking for me. The phone number he has left is the same as you posted.

got the same call claiming to be from c.r.a.did not cooperate with him and he started swearing

I received the same call from two guys named David and Roy claiming to be from CRA.  Please do not respond to these people.  Do not give them any information.  They are engaged in fraud.

I received a call from 613.699.3724, this guy, who had a Indian/Asian accent claims that is calling from a company works for CRA and is calling me about the CRA file against me, He mentioned that I owe money to CRA from 2011, 2012, 2013 tax and I have to make the payment. I didn't let him go farther as I know I don't owe a penny to CRA and I told him that he is a fraud. He even said that RCMP will be at my door in 30 minutes, I hang up and called CRA right away. The CRA said that they are aware of these people, who are using fake numbers and call people with a serious & aggressive tone.

Just hang up and report the number, Don't Give them any personal information.