The 58-year-old was among thousands of protestors who took to the streets of Washington DC at the weekend for the Women’s March when she said the surprise remark.
Now the Vogue singer has hit back at her critics and said she is “not a violent person” and said her comment was a metaphor “taken widely out of context”.
She took to Instagram to defend the explosive rant, it read: “Yesterday's Rally. was an amazing and beautiful experience. I came and performed Express Yourself and thats exactly what I did.
Madonna has defended her comments after she admitted she thought about 'blowing up the white house'
Emma Watson joins Madonna and Scarlett Johannsson at the Women's March
Madonna probed over ‘I want to blow up the White House’ rant
Madonna has said she is not a 'violent person' after her anti-Trump rant
“However I want to clarify some very important things. I am not a violent person, I do not promote violence and it's important people hear and understand my speech in it's entirety rather than one phrase taken wildly out of context."
Madonna continued: “My speech began with ‘I want to start a revolution of love’. I then go on to take this opportunity to encourage women and all marginalized people to not fall into despair but rather to come together and use it as a starting point for unity and to create positive change in the world.
“I spoke in metaphor and I shared two ways of looking at things — one was to be hopeful, and one was to feel anger and outrage, which I have personally felt. However, I know that acting out of anger doesn’t solve anything. And the only way to change things for the better is to do it with love.
She ended her statement by saying it was “truly an honour” to be part of the march chanting “we chose love”.
Madonna explained her comments in a lengthy Instagram post
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Her post comes after it was revealed the pop star is reportedly being investigated by US Secret Services after she made the remark to an estimated audience of 200,000.
A Secret Service spokesman confirmed that they were “aware” of Madonna’s comments and that it had opened an investigation.
At the march, Madonna went on to perform her hit Express Yourself, but re-worked the lyrics to include: "Donald Trump, suck a d**k."
The Like a Prayer chart topper was just one of many stars who joined the fight for women equality whilst also using the opportunuty to rally against the President.
Charlize Theron, 41, was seen breaking down in tears alongside Chelsea Handler, also 41 and Emma Watson, 26, at the huge event.