Americans will vote on 8 November to choose their next president.The numbers have begun to tighten as we approach election day amid crises affecting both Democratic contender Hillary Clinton and her Republican rival Donald Trump.
The bad news for Hillary Clinton is that the polls had already begun to tighten both nationally and in some key battleground states before FBI chief James Comey announced a new inquiry into her email use.
In the ABC News/Washington Post tracking poll for example, Mrs Clinton was ahead of Donald Trump by 12 points on 23 October, but that lead had narrowed to one point a week later.
Enthusiasm for Mrs Clinton had slipped slightly in that poll, with the number of her supporters who said they were very enthusiastic about her down from 51% to 47%.
Donald Trump has been hit by several scandals since his campaign began. The most notable was the release on 7 October of a video in which he can be heard boasting about sexually assaulting women. He said his comments were “just words” and denied ever having groped a woman – but several have since come forward alleging just that.
This would have been enough to end the campaigns (and political lives) of many candidates, but Mr Trump has survived.
Indeed, one CNN poll released on 24 October put him on 45% – exactly the same figure he was on in the previous CNN poll released on 3 October. Both polls had Mrs Clinton leading on 51%.
Mr Trump’s ability to continuously poll around 40% nationally while rarely going above 45% has led many analysts to describe his support as having a high floor but a low ceiling. Mr Trump got more primary votes than any Republican in history but the polls show he has struggled to attract voters from outside his large and loyal base.
As election day approaches, Donald Trump is being increasingly outspoken about the polls, describing those that show him behind as “dirty” and accusing polling companies of “tremendous dishonesty”.
But Mr Trump hasn’t provided any evidence to back up his claims and there is nothing to suggest that any national poll has been intentionally skewed to favour one candidate over the other.
And despite his rhetoric, Mr Trump’s campaign team seem to believe the numbers. “Nate Silver’s results have been similar to ours,” digital director Brad Parscale told Bloomberg, referring to the polling analyst at FiveThirtyEight, which has continually shown the Republican candidate trailing Hillary Clinton.
Polling isn’t easy and the companies carrying them out have to overcome a number of challenges in the process – but research shows they are more accurate the closer we get to election day.
It’s a tough task to gauge the mood of a nation that is home to more than 300 million people but that doesn’t stop the pollsters from trying.
National polls tend to have a sample size of about 1,000 people or more and can track movement and general opinion pretty well.
But the US election is won and lost in swing states and decided by the electoral college system.
This means that polls in states where either candidate could win (Florida, Ohio and Pennsylvania, to name just a few) play an integral role in election projections.
We’ve identified 13 states that can be considered battlegrounds in this election.
The map below shows them and which way they’re likely to vote based on data collected by polling resource.
If those states stay the same colour (blue for Clinton, red for Trump) through to election day – and both candidates win the remaining states they’re expected to – Hillary Clinton would be the winner.
However, Mr Trump has recovered some ground in several states recently, including Arizona, where he is now narrowly ahead, and Nevada.
The latest poll averages in the battleground states are shown in the chart below. Some states are polled more frequently than others; not all the polls below will be showing a result from the same survey period.a rolling average and some will be over a longer period of time than othersline
No. They’re the only candidates that stand a real chance of winning the race but there are other candidates in the running. The rules around getting on the ballot differ from state to state but most voters will have two main alternatives to Hillary Clinton and Donald Trump.
Green Party candidate Jill Stein, 66, is a doctor and activist who is hoping to pick up Democrats who backed Bernie Sanders and continue to rally against Mrs Clinton. She’s currently picking up about 2% of the vote nationally.
Former New Mexico governor Gary Johnson, 63, is standing for the Libertarian Party and focusing his efforts on attracting Republicans uneasy with Mr Trump. In September, his support was at 9% nationally but that has since dropped to about 5%.
One independent candidate who has attracted some attention is Evan McMullin, a former CIA operative who looks to be in with a shot of winning in his home state of Utah. One state poll had him just two points behind the Republican candidate and six ahead of Mrs Clinton at the end of October.
If he manages a surprise victory, he would become the first third-party candidate to win any state since 1968.