The shortlist for Person of the Year—which was announced Monday on Today—includes Clinton, President-elect Donald Trump, Olympic gymnast Simone Biles, Russian President Vladimir Putin and Facebook CEO Mark Zuckerberg, among others. The Person of the Year is the person who most influenced the news, for better or for worse.
As of Tuesday morning, 58% of respondents said Clinton should be named Person of the Year. Trump is in second place with 17% of the vote. Biles came in third place.
Indian Prime Minister Narendra Modi won the TIME reader poll this week, earning 19% of "yes" votes and placing well ahead of his closest competitors—Trump, President Obama and Wikileaks co-founder Julian Assange.
TIME's editors choose the Person of the Year, but poll results provide insight into how the world views the contenders.
The 2016 Person of the Year will be unveiled on Today on Wednesday morning, when the news will also be shared on Time.com.
TIME also partnered with TODAY on a Person of the Year Snapchat filter, which can be used on TODAY Plaza in midtown Manhattan, New York.