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Poll Analysis: Clinton leads, but small gains for Trump

by Darryl — Thursday, 10/27/16, 12:03 pm

Clinton
Trump
> 99.9% probability of winning
< 0.01% probability of winning
Mean of 333 electoral votes
Mean of 205 electoral votes


Electoral College Map

Alabama Alaska Arizona Arkansas California Colorado Connecticut Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa Kansas Kentucky Lousiana Maine Maryland Massachusettes Michigan Minnesota Mississippi Missouri Montana Nebraska Nevada New Hampshire New Jersey New Mexico New York North Carolina North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas Utah Vermont Virginia D.C. Washington West Virginia Wisconsin Wyoming

Electoral College Map

Georgia Alaska Arizona Arkansas California Colorado Delaware Connecticut Florida Mississippi Alabama Hawaii Idaho Illinois Indiana Iowa Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan Minnesota Missouri Montana Nebraska Nevada New Hampshire New Jersey New Mexico New York North Carolina North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas Utah Vermont Virginia D.C. Washington West Virginia Wisconsin Wyoming

About 40 new polls have been released since my previous analysis a week ago. Sec. Hillary Clinton was winning with near certainty and up 338 electoral votes to Donald Trump’s 200 electoral votes.

Today, after 100,000 simulated elections, Clinton wins 99,925 times and Trump wins 75 times. Clinton received (on average) 333 to Trump’s 205 electoral votes. In an election held now, Clinton would have a greater than 99.9% probability of winning and Trump would have a less than 0.01% probability of winning.

A few states have shown some interesting changes since last week.

  • Arizona: Trump’s long non-winning streak is broken with a new Trump+1% poll that reduces Clinton’s chances of winning the state from 79% to 74%.

    clintontrump27sep16-27oct16arizona

  • Florida: Most recent polls have had Clinton up by a small margin, but this week we get a large Remington poll that has the state tied and a Bloomberg poll that has Trump up +2%. As a result, Clinton drops from a 93% chance of winning the state last week to an 85% chance of winning the state this week.

    clintontrump27sep16-27oct16florida

  • Iowa: Trump has led in most polls, but one recent poll has Clinton up by +0.6%. Trump’s chances have dropped from 79% to 71%.

    clintontrump27sep16-27oct16iowa

  • Louisiana: Two new polls have Trump up by double digits, moving him from 94% to 100% chance of winning the state.
  • North Carolina: Clinton has led in all recent polls, until a large Remington poll put Trump up by +3%. Clinton’s chances driop from 88% to 80%.

    clintontrump27sep16-27oct16north-carolina

  • Ohio: The most recent polls have Trump up by small margins. This has shifted Ohio from a 65% probabilitiy of a Trump win to a 89% probability.

    clintontrump27sep16-27oct16ohio

  • South Dakota: Last week we only had an old poll that had Trump up by double digits, giving Trump a certain win. A new Maxon-Dixon poll has Trump up by +7%, but the small size of the poll means that Trump’s chances are pegged at 89% new.
  • Texas: We have only 2 current polls and Trump has tiny margins (+3% and +4%). Trump’s chances have dropped from 96% to 86% as a result.

The long term trends in this race can be seen from a series of elections simulated every seven days using polls from 27 Oct 2015 to 27 Oct 2016, and including polls from the preceding 21 days (FAQ).

An animated sequence of maps and electoral vote distributions can be seen here

Here is the distribution of electoral votes [FAQ] from the simulations:

Ten most probable electoral vote outcomes for Clinton (full distribution here):

  • 334 electoral votes with a 6.09% probability
  • 333 electoral votes with a 5.94% probability
  • 340 electoral votes with a 3.81% probability
  • 339 electoral votes with a 3.46% probability
  • 322 electoral votes with a 2.73% probability
  • 323 electoral votes with a 2.53% probability
  • 328 electoral votes with a 2.43% probability
  • 336 electoral votes with a 2.38% probability
  • 325 electoral votes with a 2.17% probability
  • 319 electoral votes with a 2.16% probability

After 100,000 simulations:

  • Clinton wins greater than 99.9%, Trump wins less than 0.01%.
  • Average (SE) EC votes for Clinton: 333.2 (21.3)
  • Average (SE) EC votes for Trump: 204.8 (21.3)
  • Median (95% CI) EC votes for Clinton: 333 (292, 380)
  • Median (95% CI) EC votes for Trump: 205 (158, 246)

Each column of this table shows the electoral vote total aggregated by different criteria for the probability of winning a state (Safe=100%, Strong=90%+, Leans=60%+, Weak=50%+):

Threshold Safe + Strong + Leans + Weak
Safe Clinton 175
Strong Clinton 97 272
Leans Clinton 61 61 333
Weak Clinton 0 0 0 333
Weak Trump 1 1 1 205
Leans Trump 83 83 204
Strong Trump 64 121
Safe Trump 57

This table summarizes results by state. Click on the poll count to see the individual polls included for the state.

1 0 EC # Total % % Clinton Trump
2 8 Votes polls Votes Clinton Trump % wins % wins
AL 9 1* 2400 40.0 60.0 0.0 100.0
AK 3 2* 795 46.8 53.2 9.8 90.2
AZ 11 5 2103 51.1 48.9 74.9 25.1
AR 6 1 409 36.7 63.3 0.0 100.0
CA 55 2 1468 65.5 34.5 100.0 0.0
CO 9 3 2327 52.4 47.6 94.8 5.2
CT 7 1* 847 58.8 41.2 100.0 0.0
DE 3 1* 618 62.9 37.1 100.0 0.0
DC 3 1* 1131 76.5 23.5 100.0 0.0
FL 29 7 5759 51.0 49.0 84.5 15.5
GA 16 5 3621 47.9 52.1 3.2 96.8
HI 4 1* 801 61.9 38.1 100.0 0.0
ID 4 1 774 30.9 69.1 0.0 100.0
IL 20 1 1047 58.6 41.4 100.0 0.0
IN 11 2 781 46.9 53.1 10.9 89.1
IA 6 2* 899 48.7 51.3 28.7 71.3
KS 6 1 484 43.2 56.8 1.6 98.4
KY 8 1* 425 42.4 57.6 1.0 99.0
LA 8 3 1639 42.2 57.8 0.0 100.0
ME 2 1 714 54.9 45.1 96.4 3.6
ME1 1 1 379 60.2 39.8 99.8 0.2
ME2 1 1 336 49.1 50.9 41.8 58.2
MD 10 2* 1062 70.0 30.0 100.0 0.0
MA 11 1 412 65.8 34.2 100.0 0.0
MI 16 4 3081 56.2 43.8 100.0 0.0
MN 10 1 538 54.6 45.4 93.0 7.0
MS 6 1* 987 42.9 57.1 0.0 100.0
MO 10 3 2801 46.8 53.2 0.9 99.1
MT 3 2 1235 42.1 57.9 0.0 100.0
NE 2 1* 594 34.5 65.5 0.0 100.0
NE1 1 1* 191 35.6 64.4 0.3 99.7
NE2 1 1* 207 44.9 55.1 16.4 83.6
NE3 1 1* 199 23.6 76.4 0.0 100.0
NV 6 8 6298 50.9 49.1 83.0 17.0
NH 4 7 4088 54.8 45.2 100.0 0.0
NJ 14 1 527 56.0 44.0 97.4 2.6
NM 5 1 1260 56.1 43.9 99.9 0.1
NY 29 1 513 64.3 35.7 100.0 0.0
NC 15 9 6321 50.8 49.2 80.3 19.7
ND 3 1* 300 42.7 57.3 3.6 96.4
OH 18 6 4801 48.8 51.2 11.3 88.7
OK 7 1 477 33.3 66.7 0.0 100.0
OR 7 3 1531 55.3 44.7 99.8 0.2
PA 20 6 5001 52.9 47.1 99.7 0.3
RI 4 1* 504 61.9 38.1 100.0 0.0
SC 9 2* 1509 42.9 57.1 0.0 100.0
SD 3 1 405 45.7 54.3 11.2 88.8
TN 11 2* 1185 43.0 57.0 0.0 100.0
TX 38 2 1364 47.9 52.1 13.9 86.1
UT 6 4 1251 47.7 52.3 13.5 86.5
VT 3 2 837 71.0 29.0 100.0 0.0
VA 13 5 3826 54.9 45.1 100.0 0.0
WA 12 1 397 60.7 39.3 99.9 0.1
WV 5 1* 440 31.8 68.2 0.0 100.0
WI 10 4 3256 53.2 46.8 99.6 0.4
WY 3 1* 293 25.9 74.1 0.0 100.0

* An older poll was used (i.e. no recent polls exist).

Details of the methods are given in the FAQ.

The most recent analysis in this match-up can be found from this page.

Follow me (@hominidviews) on Twitter for poll updates.

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