So a rush of Kamala Harris leading polls dropped this weekend, one even showing Harris winning Iowa. Tis to laugh. But there are a bunch of New York Times swing state polls spelling good news for Kamala Harris, among others. I just don't buy it. Here's what I am seeing as of this morning:
November 3, 2024
State of the race - Nov 3rd
October 31, 2024
State of the Race - Halloween edition
In the latest RCP average of polls in the swing states, Kamala Harris has pulled back ahead of Donald Trump in Wisconsin and Michigan, while Trump has opened his lead further in a few of the other states. For any new readers, I don't go by a straight lift of the RCP data, as not all polls are created equal. I filter out polls that do not share their poll population, or where the polled population is too low to consider statistically significant. I also filter out polls that are more than 10 days old (this week I am lowering that to 7 days). Any poll with a margin of error greater than 3.5% is not reliable in my opinion either. Likely voters are a must but pretty much every poll now is only looking at likely voters rather than registered voters or all adults.
All of that has to be taken into consideration, without even getting into the crosstabs of who was polled. Many pollsters still, oversample Democrats and it skews their results.
Here is what I am seeing as of today, but I have a caveat to apply to my findings:
But here are my caveats on my own results; (1) I have not looked at the crosstabs of any of the individual polls, and more importantly (2) these polls that do meet my statistical standards, are mostly all conservative leaning or neutral pollsters. The latter point means that while Trump leads, the may truly be razor thin leads, making a stolen election possible.
Where the Democrats seem to be conceding are states that do not matter. They appear to have written off Georgia and Arizona. Trump needs those, Kamala does not. The Harris campaign also has apparently pulled a bunch of ad buys from North Carolina. Trump needs the state, Kamala does not. Nevada, does not matter to either candidate in the current calculus. The Rust Belt is what matters. Kamala needs all 3, Trump only needs one to win.
Despite the polymarket betting that Trump has a 2 out of 3 chance of winning, despite Trump apparently leading in the national vote total, and despite him leading in enough (or conceivably all) the swing states, if Harris wins Pennsylvania, Wisconsin and Michigan, she wins 270-268. That still makes this race a nail biter.
September 3, 2024
State of the race
Here's my latest take on the race, based on polls of likely voters within the past 14 days, with at least a 500 sample size. The only state with no valid polls based on my criteria, is Georgia.
August 28, 2024
Outrage: rules for thee but not for Democrats
JFK Jr. can't get off the ballot in swing states Michigan and Wisconsin, but Kamala Harris was able to be swapped in for Let's Go Brandon no problem... yeah, elections are totally fair.
August 13, 2024
My take on the state of the race
A lot of polls being included in the RCP polling average for the swing states, are of little value. For example the NYT poll does not show a Margin of Error. When polls exclude details like that, or survey size, for example, they are either not confident in their results or are hiding something. I exclude those polls based on threshold criteria, along with polls that are too small, or include perhaps all adults instead of Registered or Likely Voters, or ones that may oversample Democrats, which often happens. Those types of polls are not exactly push polls for the respondents but are a form of push polls for the voting public. For example polls trying to generate astroturfed momentum for Kamala Harris.
I have not in this exercise even looked at the crosstabs and these polls may indeed still be overemphasizing the positive look for Harris. All that to justify what I have included in my polling calculations. What I have done is aggregated the polls that are worth including (minus the bad crosstabs filter) into a vote total for each state to see what the good polling is actually showing across multiple pollsters with similar, acceptable methodology/disclosure polls.
Here's my criteria (these are relatively loose criteria, but if they were any tighter, there would not yet be enough to share any insights):
Here's what I see.
Based on the above, here's what I would project, a Trump win.
August 5, 2024
The real danger for the Trump 2024 campaign
Donald Trump is an infinitely better candidate for president than Kamala Harris. He'd be a much better debater if she musters the courage to debate Trump (she probably won't and that alone is very telling). Trump would of course make an infinitely better president than Kamala Harris. We know this. But there's reason to worry. The Democrats are not playing to win, they're playing to be able to be in a position to say they won.
If you look at the RealClearPolitics poll averages in the swing states (something I urge you to do with caution as it averages polls that are not alike), as of today, Trump still leads Harris in Wisconsin, Pennsylvania, Arizona, Nevada, North Carolina, and Georgia. He's only trailing in Michigan, but thanks mainly to a highly unlikely outlier poll. If the entire current RCP state of affairs holds true, Trump will get 297 electoral college votes and win the presidency.
But here's the catch, the polls, particularly including the outliers, have significantly dampened the lead Trump holds. In fact they've depressed the margins strongly enough (again as of now), that it would be fairly easy for Democrats to pad the vote totals and steal the election in states like Wisconsin and Pennsylvania. Those two states alone would swing the election to Harris given enough ballot stuffing. And the Trump leads are a bit tight. You could also add Georgia to the list of possible Harris steals. Maybe even Arizona.
The real danger therefore, is not Trump being unable to win the right combination of states to win the electoral college, the danger is not winning the right combination of states by enough votes to overcome cheating on an epic scale by Democrats in those states. If Kamala Harris does indeed choose inexplicably popular Pennsylvania governor Josh Shapiro as her running mate, being able to cheat Pennsylvania into her column becomes infinitely easier. If she holds the suspect polls for Michigan, that means any one Wisconsin, Georgia or Arizona would capture the Whitehouse for the Democrat.
The map with Harris as the Democrat nominee should be at least as easy for Trump as it was with Let's Go Brandon, but the truth is, it got harder. Not through legitimacy, but the bar to provably win each swing state got higher.
July 20, 2024
Poll Analysis
RealClear Politics does something I hate when it takes an aggregate of polls, it mixes unalike polls, and it gives all polls equal weighting. That's not realistic. In order to do a more reasoned polling average in the swing states, it should be a weighted average of like polls. I've taken a partial step towards filtering that way this cycle for the swing states. I haven't yet weighted the polls but what I have done is filtered the polls to include only the following in the various swing states; Only likely voter polls with a sample size >=500 a margin of error <=4.25%, and only polls taken since 06-Jul-24.
Not all swing states have had polls that qualify with that as a minimum criteria. But, given those criteria, here's what I am seeing:
November 16, 2020
Why is this not front page news everywhere?
Biden underperformed Hillary Clinton in every city except for 4 in key swing states. Yet he got 13 million more votes than she did in 2016? That's a remarkable and implausible coincidence and the math just doesn't make sense.
October 27, 2020
***How the polls understated Trump in 2016, and what it means for 2020***
Looking back at the 2016 Trump vs. Clinton election, There was some interesting shy Trump voter effect. I'm not worried about the actual results in 2020 if this time the polling misses the same voters it did in 2016. Trump's support was often understated.* Below are some of the key states showing how the polls got it wrong leading up to the 2016 election by month. Interestingly, the polls in 2016 often understated* Clinton support, albeit typically by a smaller percentage. That all could be from the impact of third party votes switching late, or cheating. But the polls having Biden +15 are likely experiencing the same mistakes they did last time.
*Note, where the number is negative, it indicates the polls have overstated the candidate's support in that month. Where both candidates' numbers equal exactly zero, it indicates there was no polling in that time frame.
So what's it all mean? It means GO VOTE. For Trump. Nothing matters - not the polls, not the early voting split, nothing matters except the final tally. I have statistical knowledge and I'm saying the polls don't matter as much as you are being told. If all the polls were done properly, they might. But there's a lot of bias at work, both political and technical. We won't understand it until after the election, and then and only then, is there a chance for pollsters to start correcting their mistakes of 2016 and 2020 (if the latter are still suffering from the same issues as the former). But that's not the election. The election is you turning out and making a difference.
October 14, 2020
Latest election round-up
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In the swing states the following results are observed:
-- Texas has a total of only 1 valid poll. That is not sufficient to make a prediction in the state. The state remains a toss up as a result. But Trump has 54.5% and Biden has 45.5% of the weighted valid vote total. Trump leads by 9.1%. No one currently is winning the electoral college vote according to the included polls. But I'm assuming a Trump win. The projected vote differential would be 579,250 in a regular turnout or 605,580 in a high turnout election.
-- Florida has a total of 6 valid polls. Trump has 51.5% and Biden has 48.5% of the weighted valid vote total. Trump leads by 2.9%. Trump would get the electoral college votes. The projected vote differential would be 150,825 in a regular turnout or 157,681 in a high turnout election.
-- Pennsylvania has a total of 4 valid polls. Trump has 50% and Biden has 50% of the weighted valid vote total. But Joe Biden leads by 0.1%. Biden would get the electoral college votes. The projected vote differential would be a miniscule 2,748 in a regular turnout or 2,873 in a high turnout election. This state could be the difference in the election.
-- Ohio has a total of 2 valid polls. Trump has 54.8% and Biden has 45.3% of the weighted valid vote total. Trump leads by 9.5%. Trump would get the electoral college votes. The projected vote differential would be 316,739 in a regular turnout or 331,136 in a high turnout election.
-- Georgia has a total of 2 valid polls. Trump has 51.3% and Biden has 48.7% of the weighted valid vote total. Trump leads by 2.7%. Trump would get the electoral college votes. The projected vote differential would be 71,859 in a regular turnout or 75,125 in a high turnout election.
-- Michigan has a total of 3 valid polls. Trump has 50.7% and Biden has 49.3% of the weighted valid vote total. Trump leads by 1.4%. Trump would get the electoral college votes. The projected vote differential would be 41,919 in a regular turnout or 43,824 in a high turnout election.
-- North Carolina has a total of 3 valid polls. Trump has 49.3% and Biden has 50.7% of the weighted valid vote total. Biden leads by 1.5%. Biden would get the electoral college votes. The projected vote differential would be 42,295 in a regular turnout or 44,217 in a high turnout election.
-- Virginia has a total of 0 valid polls. That is not sufficient to make a prediction in the state. The state remains a toss up. No one currently is winning the electoral college vote according to included polls. I'm assuming a Biden win in the state.
-- Arizona has a total of 1 valid poll. That is not sufficient to make a prediction in the state. The state remains a toss up. Trump has 52.2% and Biden has 47.8% of the weighted valid vote total. Trump leads by 4.4%. No one currently is winning the electoral college vote according to included polls. The projected vote differential would be 78,940 in a regular turnout or 82,528 in a high turnout election.
-- Wisconsin has a total of 1 valid poll. That is not sufficient to make a prediction in the state. The state remains a toss up. Trump has 47.7% and Biden has 52.3% of the weighted valid vote total. Biden leads by 4.7%. No one currently is winning the electoral college vote according to included polls. The projected vote differential would be 80,595 in a regular turnout or 84,258 in a high turnout election.
-- Minnesota has a total of 0 valid polls. That is not sufficient to make a prediction in the state. The state remains a toss up. No one currently is winning the electoral college vote according to included polls.
-- Colorado has a total of 0 valid polls. That is not sufficient to make a prediction in the state. The state remains a toss up. No one currently is winning the electoral college vote according to included polls.
-- Nevada has a total of 0 valid polls. That is not sufficient to make a prediction in the state. The state remains a toss up. No one currently is winning the electoral college vote according to included polls.
-- Iowa has a total of 2 valid polls. Trump has 52.3% and Biden has 47.7% of the weighted valid vote total. Trump leads by 4.7%. Trump would get the electoral college votes. The projected vote differential would be 42,558 in a regular turnout or 44,492 in a high turnout election.
-- New Mexico has a total of 1 valid poll. That is not sufficient to make a prediction in the state. The state remains a toss up. Trump has 42.6% and Biden has 57.4% of the weighted valid vote total. Biden leads by 14.8%. No one currently is winning the electoral college vote according to included polls. The projected vote differential would be 74,797 in a regular turnout or 78,197 in a high turnout election.
-- New Hampshire has a total of 2 valid polls. Trump has 48.3% and Biden has 51.7% of the weighted valid vote total. Biden leads by 3.5%. Biden would get the electoral college votes. The projected vote differential would be 13,821 in a regular turnout or 14,450 in a high turnout election.
-- Maine has a total of 0 valid polls. That is not sufficient to make a prediction in the state. The state remains a toss up. No one currently is winning the electoral college vote according to included polls. Assuming a Trump win.
*Based on the following parameters; polls taken in the last 17 days, with a sample size of at least 500 among likely voters, with a margin of error of less than 4.1%, among pollsters rated C- or better, using the Pollster Tracking by FiveThirtyEight.com, and removing 538's allocated pollster bias as well as my calculated temporal pro-Clinton bias vs. actual election results from 2016. States must have at least 2 valid polls to be considered.
I believe that president Trump will win Arizona bring his electoral college total to 261. He could also win North Carolina, New Hampshire, Minnesota and possibly Pennsylvania and Nevada. That gives him a lot of paths to victory. But in any of those states as well as Michigan I expect Democrats to mount legal proceedings to try to discount any of the president's victories.
That means this comes down to a legal battle, and the president will have to win more than 270-something or else it could be stolen. But it's still possible that he gets as high as 326 electoral college votes if the election were held today.
July 18, 2020
Realistic polling results (part 2 of 2)
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July 16, 2020
Realistic polling results
Florida: RCP says Biden +6.8%? No way. Of the 6 polls since late May in the supposedly swing state, 4 of them are conducted by the same pollster as mentioned for Arizona. Not surprisingly they have the same issue with their polls as in Arizona. The TIPP poll that had Biden +11% also has a margin of error problem in that they won't publish it, which means their party affiliation ratio in their poll may be skewed also. I could not check it. That leaves one poll that is across the board worth keeping - the Trafalgar Group (which is a Republican funded poll). It has the state as a tie. My take: The reality is that as usual, at this point, the state is still a toss up.
Iowa: The RCP average has Trump +1.5%. That's probably right but there are 0 polls within the last 45 days that are usable in the state. The Des Moines Register poll which has Trump +1. The problem is that it is the only recent poll and to rely on just one poll is not advisable. My take: Iowa still has to be classified as a toss up just due to lack of data.
Michigan: In the last 45 days CNBC/Change Research polling has been busy stacking the average for Joe Biden (3 of 4 of the most recent state polls definitely skews the average). There are 4 polls that I would consider; the lastest polls by each of CNBC/Change Research and EPIC-MRA, and one from NY Times/Sienna. The CNBC/Change Research has to drop because they do not publish a margin of error for their polls. The NY Times/Sienna poll is registered voters and has to drop. That leaves Republican sponsored Trafalgar poll of 1101 likely voters that has Biden at +1% and the EPIC-MRA poll of 600 likely voters that has Biden (no joke) +16%. The latter poll has a margin of error (MOE) of +/- 4%, vs. +/- 3% for Trafalgar. If EPIC-MRA has Biden at it's most pro-Trump MOE it is still Biden +12%. And if Trafalgar has it's poll at it's most pro-Biden it is Biden +4%. Now is it Biden +12% or Biden +4%? My take: It's neither. The state cannot be called at this point for Biden. But here's the problem for president Trump, his support in the states does appear to have softened and requires some attention from his campaign.
Minnesota: Every RCP poll in the state is a registered voter poll. My take: The polls for Minnesota are useless, and there is no data for the state. Because Trump did well against Clinton, I'm going to leave this as a toss-up until data appears.
Nevada: The latest poll is from January. My take: The polls for Nevada are useless, and there is no data for the state. It's probably still a Biden state but there is no data to support the claim.
With just 6 states reviewed so far and I have all of them as toss ups whereas the RCP average has 5 of 6 of them strongly for Biden leaving only Iowa leaning for Trump. From that Biden 333 electoral college votes I mentioned earlier (if Trump wins Texas and Ohio of the RCP toss-ups) I so far have removed 72 electoral college votes from Biden's column leaving him with 261 and Trump with just 199. And there's a lot of other states to dissect, likely making both of those electoral college numbers decline for both candidates.
The big takeaway so far should be this - the RCP polls are not relevant yet. Whether that is deliberate, an inability to improving polling methods, or some other reason does not yet matter. So far, nobody is winning. I'm content to let Democrats and the media think otherwise but not teh American people. They need to know this race is FAR from over.
Coming tomorrow - New Hampshire, North Carolina, Georgia, Ohio, Pennsylvania, Texas, Virginia, Wisconsin and mt latest overall electoral college numbers.
September 19, 2016
State of the Race - Sept 19th
July 23, 2015
Thursday Hillary Bash - Is she losing Chuck Todd?
November 3, 2012
Predicting the Election Outcome
September 8, 2012
Romney Ad Blitz - Spanish Edition
TAMPA, Florida — In its first sustained and organized attempt to woo Hispanic outreach this election cycle, the Romney campaign is preparing a major post-convention blitz aimed at wooing Latinos in Florida, an aide told BuzzFeed.The effort will include a dramatic increase in Spanish-language ad spending, an aggressive bilingual mail program geared toward early voter turnout, and an ambitious ground game led by 13 full-time field staffers dedicated solely to courting Hispanics — more, the aide claimed, than "any other Republican presidential campaign in history."The stakes are high: Swings of a few percentage points among Hispanic voters in Florida, as in other crucial states, could easily swing the election.Though the campaign declined to provide specific numbers, an aide said they plan to spend "substantial money" on Spanish-language ads, many of them featuring the candidate's son, Craig Romney, who speaks fluent Spanish. They will also run negative commercials attacking President Obama for breaking his promise to take on immigration reform during his first year in office — a counter to Latino communities' distrust with the Republican Party over some leaders anti-immigrant rhetoric in general and over Romney's hard primary opposition to the "Dream Act" and other measures to legalize illegal immigrants.Romney surrogates and aides will hold a series of "Hispanic dialogues" throughout the state, where Latino voters will be encouraged to come discuss the issues they find most important.





















