Bush also conveyed condolences to the Graham family from his parents, former President George H.W. Bush and his wife, Barbara Bush, who aren't able to go to Charlotte to pay their respects.
Public viewing will continue on Monday and Tuesday at Mr Graham's Charlotte library on the campus of the Billy Graham Evangelistic Association.
Mourners are expected to line up all day to give to the man who gave so much to them over six decades of preaching God's word.
Rev. Billy Graham's body will lie in repose in the library through Tuesday evening.
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Bush arrived Monday afternoon at the Charlotte site where thousands of others from all walks of life have filed slowly past Graham's casket. Later this week his body will lie in honor in the U.S. Capitol Rotunda in Washington before a return to Charlotte for a funeral and burial Friday.
Graham's funeral is Friday, and President Donald Trump said he will attend. The invitation-only service is scheduled to include at least 2,300 people.
Reverend Franklin Graham addressed the media Monday just after Bush left from his visit.
Officials have confirmed that President Trump plans to attend Graham's funeral services on Friday.
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"Those of us who were blessed to know Billy Graham benefited from his deep convictions and personal example, his wisdom and humility, his grace and purity of heart", Bush wrote. "I want people to know it's you when I show it to them". "So, it was very important for me to honor him and his legacy", Duling said. "I remember at his last stadium meeting here in Charlotte, the mayor of Charlotte told us he was riding out on the platform with Billy, and everybody was cheering, and Billy said, 'Wait a minute". He would want it to be more about the Lord Jesus Christ.
Reverend Graham said the 130 mile procession that brought his father from Asheville to Charlotte on Saturday is something he'll never forget.
George W. Bush credited Billy Graham with helping him transform himself from carousing oilman to born-again Christian family man.
Graham will be laid to rest at the foot of a cross-shaped walkway at the library, buried in a simple prison-made plywood coffin next to his wife, Ruth, who died in 2007.
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