Introduction

About Exploratory Analysis

Data analysis is an iterative process. A tab deck such as this is typically the first real step in the process, after—and often during—cleaning. The goal of an exploratory data analysis is not to come up with conclusions, but rather to come up with more questions. In this stage we don’t set out to “prove” anything, we study the data and use it for hypothesis generation. This report doesn’t formally constitute an analysis. These are the raw tabs we would use as reference while continuing the analysis and digging deeper. EDA gives you the “What” in data analysis—it establishes facts. But it does not answer the all important question of “Why?” After looking through this report, you should be asking yourself “Why?” over and over. You will use those questions to generate hypotheses to explain what you see in these tabs. It’s the job of a further, more refined, analysis to answer those questions.

This document is not about making value judgements1, this document is about establishing facts and asking questions. Even though the subject matter is highly political, as analysts we must approach the work with a scientific mindset. Our personal political views have no bearing on our approach to this analysis. As we review the tabs, we make observations about the findings, but only interpret and speculate to the extent that we can raise questions to explore further.

About ANES

The American National Election Studies is a research survey conducted since 1948 to study public opinion and voting behavior in US presidential elections. As a joint project between Stanford and the University of Michigan and funded by the National Science Foundation, the ANES is the most comprehensive and methodologically rigorous survey of political opinion available today. In stark contrast to the slew of polls one encounters daily in various news media, the ANES is designed and conducted to extremely high standards and with a budget that allows for the collection of high quality data. The skepticism one may justifiably hold regarding the polling industry is simply not applicable to the ANES.

Although a full critique of the polling industry is rather tangential to the goals of this analysis, a brief outline of the methodological concerns involved is necessary in order to quickly defray the argument that ANES data can be dismissed due to an association with polls (“all polls are wrong, therefore the ANES data is wrong”). Most public opinion surveys operate with severe constraints of both time and budget that limit their validity. To fulfill their primary objective of providing timely survey data for immediate publication, polls predominantly rely on telephone surveys conducted with Random Digit Dialing. Historically, this has been the closest way of cheaply approximating a probability sample. However, RDD response rates have plummeted to the low single digits2 and are continually declining while the proportion of the population reachable using this method is also declining. With a budget of only a few dollars per completed interview, it is simply not possible to provide a quality representative sampling of the US population.

This is not a blanket condemnation of an entire industry. I have worked with many people in the polling industry, as well as its sibling industry of market research in which I personally spent many years, and it is full of smart people artfully solving complex problems. The quality of polling varies greatly in this market and there are certainly many respectable research firms that invest in the rigor and science of their survey methodology. Ultimately, however, I would argue that the time and budget constraints imposed by the market are incongruent with the goal of a representative sample.

The dismal performance of the election polls of 2016—and sadly again in 2020—are not surprising because of these constraints. Despite the fact that a lot of good work is being done to improve the predictive utility of the polls, notably among aggregators like Fivethirtyeight, the GIGO principle retains its rule, even at scale. An aggregate of a hundred polls, each conducted hastily with a meager budget and a shaky methodology, will still suffer from the same stench as if there were only one. This is not a problem that can be solved by developing fancier models using MRP.

While the media organizations reporting these polls would certainly like for them to be accurate, they have little incentive to pay for a proper survey3. There is no argument to be made that viewership or readership would be increased by investing in an expensive methodology when all their competitors are using the same cheap polls. There is no downside to using the cheap polls because, everyone is doing it and after all, this is all guesswork, right? The media will never do retrospectives on why their polls were wrong because by the time this comes to light the news cycle is on to something completely different. The unfortunate consequence of this race to the bottom is that now nobody trusts survey research, even when it’s done right.

My point is that the ANES is not subject to these flaws. With a multi-million dollar annual budget, a trained staff, principal investigators who are leaders in their fields, constant refinement of their survey methodology and questionnaire design, and an organizational history dating back to 1948, the ANES is not in the same league as public opinion polls. I emphasize this because the distrust in polls could be used as a shield to levy immediate criticism of the ANES data by anyone who may find results that disagrees with their ideological bent. They could appeal to the now established distrust of polls to cast doubt on anyone who uses ANES data in their research, again: “all polls are wrong, therefore the ANES data is wrong”. This prologue is simply a preemptive warning that such an argument will not fly here. You do not get to dismiss these data as “fake news” just because you find something you dislike.

The ANES is not perfect—no survey can be—but it’s design is more than sufficient to buttress itself against these dismissive criticisms of traditional public opinion polls. One hypothesis for the pronounced bias of political polls in both 2016 and 2020 is partisan nonresponse: essentially, that nonresponse is highly correlated along partisan lines. With a 1% response rate on an opt-in population, correlated nonresponse is clearly a massive problem. I would not expect to generalize from a sample given such conditions. Now, to what extent does this affect the ANES, with a 40% response rate drawn from a probability sample with nearly full coverage of the population? Of course it can’t be zero, but it is highly unlikely that there is a segment of the population with unique political views that could not be captured by this survey.

About this report

I was motivated to do this analysis for two reasons. First, I have been searching for a rich, clean, freely available, and substantively interesting dataset to use in developing a series of tutorials on How to Analyze Data. I will be using the ANES data in these tutorials as a way of teaching the process of data analysis. Equally as important, I came to this project out of sheer desperate frustration with the state of the political climate during the 2020 election season. As with most of us, my peers and media choices largely reflect my own views, and I have been struggling with ways to escape the filter bubble. In trying to understand how US politics has evolved into its present hyper-partisan divide, I have been trying to find high-quality datasets that can shed light on these political differences. For all those times I have found it inconceivable that people on the opposite side of the political spectrum have come to the conclusions they have, I finally have a dataset that can help explain why they think like they do. I believe the ANES can greatly contribute to this understanding. It is my hope that well-meaning people on all sides of the political fence will turn to resources like the ANES to learn why others think as they do.

I am not a political scientist—my training was in sociology and I have been a data scientist for 25 years4, so I know my way around a set of data. Approaching large complex surveys for the first time is daunting. Since this will be a common task for anyone who wishes to leverage the ANES in their own analysis, I hope this document will help ease some of the laborious time required when becoming acquainted with the data.

There are 1,381 variables in the current version of the ANES 2020 dataset and despite the length of this report, I am just barely scratching the surface of what there is to learn here. I hope that some of you will be able to re-use this code to apply it to your own research topics in this highly valuable dataset. While exploring the tabs, I highly encourage you to download the User guide as well as the actual survey questionnaire for reference. This way you will have the full context into how the questions were asked and how the available response categories were worded.

My approach to each variable is to begin with an unrecoded frequency table using the appropriate weighting variable, which in this report is primarily the full-sample pre-election weight variable V200010a. I am not including unweighted tabulations because these are expected to be released with the documentation in the final release of the dataset. The primary crosstab variable I am considering in this analysis is by the repondent’s expressed vote, intended vote, or preference for either the Democratic or Republican Presidential candidate, based on the variable V201075x. This crosstab is also weighted, but I remove missing values from the table (Don’t know, Refused, Inapplicable, etc). Following this I include a further demographic breakdown by voting intent along gender, age, race, and education. The demographic breaks are hard-coded in the demotable function which is available in the file anes_functions.R and also reproduced in the appendix. I’ve tried to build some modularity into this function and it should be fairly straightforward to change the demographic breaks or add additional ones if needed in your analysis. I include a few visualizations using ggplot where I felt it would communicate better than a table. There are still many more variables that would benefit from plotting that I have not had time to develop. I may add to this report as time permits.

In the demographic table I report the point estimate and the 95% confidence interval in parentheses below it. The confidence intervals are calculated using srvyr’s survey_mean function which relies on the svyciprop function from the survey package. Since the ANES is not a simple random sample, variance calculations must take account of the survey design to generate accurate results. This is well documented in the ANES User Guide and Codebook in the section on “Data Analysis, Weights, and Variance Estimation”. While the documentation uses Stata in most of the discussion, the same methods are available in R using survey or srvyr. A good introduction to the topic is Survey Data Analysis with R in the Statistical Consulting pages at UCLA.

I’ve included confidence intervals to assist in gauging the statistical significance of the demographic breaks. This is especially important because in some of the segments the sample sizes do get very thin. These should be used as helpers but not as formal stat tests. If confidence levels do not overlap, then the difference is statistically significant, but the converse is not necessarily true. A difference may be significant even if there is some overlap in the confidence intervals5.

This report is generated using RMarkdown with knitr, Pandoc, and the kableExtra package. I make heavy use of the tidyverse. The haven and labelled packages enable R to easily read Stata files along with metadata such as value labels. Procedures that require calculating standard errors (confidence intervals, t-tests, chi-squared tests, regression, etc.) must use either the survey or srvyr packages.

The source repository for this report is available here. All code is freely usable under the terms of the MIT license; however, the analysis is my own and I ask that you do not reproduce it without contacting me first. Please also contact me if you find any errors, obtain different results when replicating this analysis, or if you have questions about the methods I am using, or suggestions for improvement.

Lastly, if I have committed crimes of omission, it is due merely to a shortage of time, not to any conscious effort to portray the results with any particular spin. There is so much material here I cannot possibly comment on each variable. Although I may add to it over time as I develop my tutorials, if anyone wants to contribute please open a pull request and I will consider adding to the document with a proper citation. Do stick to the ethos of an EDA: no value judgements, merely a summary of the facts and the questions they raise that may benefit from further analysis and spark hypothesis generation.

Now, let the fun begin!

Environment setup

options(scipen=9)

library(tidyverse)
library(haven)
library(labelled)
library(kableExtra)
library(survey)
library(srvyr)
library(scales)

anesfile <- "~/data/nov3/ANES/anes_timeseries_2020_stata_20210324.dta"

# See appendix for complete source code
source("anes_functions.R", local = knitr::knit_global())
source("anes_recodes.R", local = knitr::knit_global())

Dataset Validation

In this section we perform a few checks on the dataset to ensure that counts match what is expected. The current version of the dataset is a preliminary release, and the ANES team is continuing to validate the data, add additional summary variables, and refine the survey weights. As a result, these values may change as additional versions of the dataset are released.

Dataset version and unweighted counts

anes <- read_dta(file = anesfile)
anes <- anes %>% all_recodes()

t1 <- anes %>% count(version)
quicktable(t1, colnames = (c("Version", "N")), title = "Dataset version")
Dataset version
Version N
ANES2020TimeSeries_20210324 8,280

Sample mode

Compare these counts to the reported counts on the ANES study page.

t1 <- anes %>% count(sample_mode)
t2 <- anes %>%
  count(sample_mode, post_complete) %>%
  pivot_wider(names_from = post_complete, values_from = n)

k1 <- quicktable(t1, colnames = c("Sample mode", "N"), align = "lc")
k2 <- quicktable(t2, colnames = c("Sample mode", names(t2)[2:ncol(t2)]), align = "lcc")
twintables(k1, k2)
Sample mode N
ANES 2016-2020 Panel 2,839
Fresh Cross-Sectional Sample 5,441
Sample mode Complete Incomplete
ANES 2016-2020 Panel 169 2,670
Fresh Cross-Sectional Sample 658 4,783

Weights and Survey Design

Full-sample pre-election and post-election survey design objects with weights. This report is focused on the pre-election survey, so we will use the anespre design object for any calculation involving standard errors. The construction of the survey object is slightly different when using the srvyr package. As an example, see the demotable function in the appendix.

# survey design objects
anespre   <- svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=anes, nest=TRUE)
anespost  <- svydesign(id=~V200010c, strata=~V200010d, weights=~V200010b, data=anes, nest=TRUE)

t1 <- anes %>% count(sample_mode, wt = V200010a)
t2 <- anes %>% count(sample_mode, wt = V200010b)

k1 <- quicktable(t1, colnames = c("Sample mode", "N"), title = "Pre-election weighted count")
k2 <- quicktable(t2, colnames = c("Sample mode", "N"), title = "Post-election weighted count")
twintables(k1, k2)
Pre-election weighted count
Sample mode N
ANES 2016-2020 Panel 2,808
Fresh Cross-Sectional Sample 5,472
Post-election weighted count
Sample mode N
ANES 2016-2020 Panel 2,665
Fresh Cross-Sectional Sample 4,788

Confirm that the survey design objects are also weighting correctly.

t1 <- as_tibble(svytable(~sample_mode, design=anespre))
t2 <- as_tibble(svytable(~sample_mode, design=anespost))

k1 <- quicktable(t1, colnames = c("Sample mode", "N"), title = "Pre-election weighted count")
k2 <- quicktable(t2, colnames = c("Sample mode", "N"), title = "Post-election weighted count")
twintables(k1, k2)
Pre-election weighted count
Sample mode N
ANES 2016-2020 Panel 2,808
Fresh Cross-Sectional Sample 5,472
Post-election weighted count
Sample mode N
ANES 2016-2020 Panel 2,665
Fresh Cross-Sectional Sample 4,788

Pre-election vote/intent/preference

This constructed variable is based on a series of questions asked to determine whether the respondent will likely vote for Biden or for Trump in the 2020 election. I will use this as the primary crosstab variable throughout the remainder of this report. This will enable us in additional analysis to formulate hypotheses about the differences between likely Biden voters and likely Trump voters.

Why not skip directly to the post-election survey and use the respondent’s actual vote in the election? We could—and should—replicate all these crosstabs based on the actual post-election vote. I decided on pre-election intent for a few reasons. First, the pre-election dataset is a massive enough source of variables that we will not lack for interesting topics to study. Working with the pre-election data is also easier as a first-timer to this dataset because we don’t need to worry about the effect of post-election nonresponse. Although the pre to post completion rate is quite high, as you can confirm in the Sample mode section above, there may be some issues with correlated nonresponse and I’d rather not deal with that in this first EDA. Finally, I would also make the case that a respondent’s expressed voting intent in the pre-election will be very highly correlated with their actual vote. So, this should be a durable representation of the two sides of the 2020 electorate.

One area of interest for future work is to examine how much of the variability in voting intent can be explained purely by demographics. Note that the ANES does not provide any geographic data, not even a simple urban/suburban/rural distinction. Still, it would be interesting to see how well we could predict voting intent based solely on age, gender, ethnicity, and education.

t1 <- anes %>% count(V201075x) %>% mutate(p = n / sum(n)) %>% as_factor()
t2 <- anes %>% count(V201075x, wt = V200010a) %>% mutate(p = n / sum(n)) %>% as_factor()
t3 <- t1 %>% left_join(t2, by = "V201075x")
t3$p.x <- percent(t3$p.x, accuracy = 0.01)
t3$p.y <- percent(t3$p.y, accuracy = 0.01)

quicktable(t3,
  colnames = c("", "Unweighted N", "Unweighted %", "Weighted N", "Weighted %"),
  title = "Vote/intent/preference",
  align = "lrrrr"
)
Vote/intent/preference
Unweighted N Unweighted % Weighted N Weighted %
-Inapplicable 523 6.32% 598 7.22%
Democratic candidate selected (vote) 267 3.22% 277 3.35%
Republican candidate selected (vote) 118 1.43% 111 1.35%
Other candidate selected (vote) 9 0.11% 8 0.09%
Democratic candidate selected (intent to vote) 3,759 45.40% 3,704 44.74%
Republican candidate selected (intent to vote) 3,016 36.43% 2,937 35.48%
Other candidate selected (intent to vote) 363 4.38% 350 4.23%
Democratic candidate selected (preference) 84 1.01% 103 1.24%
Republican candidate selected (preference) 135 1.63% 185 2.24%
Other candidate selected (preference) 6 0.07% 6 0.07%

Components

Examine the relative contribution from each of the components of pre-election vote/intent/preference for both D and R. Since early voting was possible while the pre-election survey was ongoing, some of the respondents had already voted by the time of their interview. The vast majority of this variable is made of those who haven’t yet voted but express a clear intent for whom they will vote. Another small group did not express an intent, but did express a preference in a follow-up question for one of the candidates.

t1 <- anes %>% count(preintent, vip, wt = V200010a) %>%
  filter(!is.na(preintent) & !is.na(vip)) %>%
  group_by(preintent) %>%
  mutate(p = n / sum(n)) %>%
  select(preintent, vip, n, p)

t2 <- t1 %>%
  pivot_wider(id_cols = vip, names_from = preintent, values_from = c(n, p)) %>%
  mutate(p_D = percent(p_D, accuracy = 0.1), p_R = percent(p_R, accuracy = 0.1))

# kable(t2,
#   col.names = c("Component", "D Count", "R Count", "D %", "R %"),
#   format.args = list(big.mark = ","), digits = 0, align = "lrrrr"
# ) %>%
#   kable_classic(full_width = FALSE, html_font = "Verdana")

quicktable(t2,
  colnames = c("Component", "D Count", "R Count", "D %", "R %"),
  title = "Vote/intent/preference",
  align = "lrrrr"
)
Vote/intent/preference
Component D Count R Count D % R %
Vote 277 111 6.8% 3.4%
Intent 3,704 2,937 90.7% 90.8%
Preference 103 185 2.5% 5.7% 
ggplot(t1, aes(x = preintent, y = p, fill = vip)) +
    geom_bar(position = "fill",stat = "identity") +
    scale_y_continuous(labels = scales::percent_format()) +
    scale_color_discrete(name="Vote/intent/preference") +
    labs(
        title = "Components of Pre-election Vote/intent/preference",
        subtitle = "among likely Democratic vs Republican voters",
        x = "", y = "", fill = ""
      ) +
      theme(
        plot.title = element_text(hjust = 0.5),
        plot.subtitle = element_text(hjust = 0.5)
      )

Let’s do a chi-squared test to see if the difference in the distributions is significant. As of the preliminary release, the differences are statistically significant. Thus, we could consider limiting the analysis to the “intent” category, excluding the early voters as well as those with a preference but not an intention to vote. The “intent” catgory is the most dominant among both D and R sides. At this time I don’t see this as a good enough reason to throw away cases. You should always be skeptical of any analysis that removes legitimate observations from the analysis!

Given the empirical results of the 2020 election that Biden voters were more likely to have voted by mail and to have voted early, to remove this group from the analysis may bias the results by excluding a dedicated segment of Biden voters. I would argue that this variable is an adequate operationalization for distinguishing between likely Biden and likely Trump voters. Still, let’s keep the subtelty involved in this variable in mind throughout the analysis. It may become necessary later to disentangle the 3 components, or even rely on another measure altogether—such as the actual post-election vote.

For brevity, I may refer to the groups as “Biden voters” vs “Trump voters” or even just “Ds” vs “Rs” instead of the much wordier technical definition: “eligible voters who are either registered to vote or intend to register to vote prior to the election, who have either already voted for, intent to vote for, or express a preference to vote for Biden or Trump”.

anespre <- svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=anes, nest=TRUE)
svychisq(~vip + preintent, design=subset(anespre, !is.na(preintent) & !is.na(vip)))
## 
##  Pearson's X^2: Rao & Scott adjustment
## 
## data:  svychisq(~vip + preintent, design = subset(anespre, !is.na(preintent) &     !is.na(vip)))
## F = 21.155, ndf = 1.97, ddf = 262.01, p-value = 0.00000000379

Likability of candidates

Now we enter the actual substantive questions in the survey that we will crosstab with our voting intent variable.

Is there anything the respondent likes about the Democratic Presidential candidate? Note that fully 17% of likely Biden voters don’t actually like anything about Biden! Wow, this is certainly one of those “Why?” moments I mentioned above. In the demographics, we see that older Ds, whites, and college graduates are more likely to like Biden, there is noticeable hesitance among Non-whites and non-college graduates.

anes %>% tabtemplate1(V201106, "Like anything about the Democratic candidate")
Like anything about the Democratic candidate
Count Pct
-Refused 10 0.12%
-Don’t know 2 0.02%
Yes 3,994 48.24%
No 4,274 51.62%
Like anything about the Democratic candidate
D Voters R Voters
Yes 82.8% 12.1%
No 17.2% 87.9%
Like anything about the Democratic candidate
Yes No
Vote Intent
D 82.84%
(81.06%, 84.48%) 		17.16%
(15.52%, 18.94%)
R 12.10%
(10.62%, 13.74%) 		87.90%
(86.26%, 89.38%)
Gender
D - Male 83.58%
(81.10%, 85.82%) 		16.42%
(14.18%, 18.90%)
D - Female 82.24%
(79.76%, 84.48%) 		17.76%
(15.52%, 20.24%)
R - Male 12.84%
(10.62%, 15.44%) 		87.16%
(84.56%, 89.38%)
R - Female 11.26%
(9.30%, 13.54%) 		88.74%
(86.46%, 90.70%)
Age and Gender
D - Male - 18 to 34 80.92%
(75.26%, 85.54%) 		19.08%
(14.46%, 24.74%)
D - Male - 35 to 54 79.42%
(74.28%, 83.74%) 		20.58%
(16.26%, 25.72%)
D - Male - 55+ 90.52%
(87.24%, 93.02%) 		9.48%
(6.98%, 12.76%)
D - Female - 18 to 34 72.90%
(66.90%, 78.16%) 		27.10%
(21.84%, 33.10%)
D - Female - 35 to 54 80.70%
(76.36%, 84.40%) 		19.30%
(15.60%, 23.64%)
D - Female - 55+ 89.64%
(86.10%, 92.36%) 		10.36%
(7.64%, 13.90%)
R - Male - 18 to 34 16.12%
(10.64%, 23.66%) 		83.88%
(76.34%, 89.36%)
R - Male - 35 to 54 12.34%
(8.98%, 16.72%) 		87.66%
(83.28%, 91.02%)
R - Male - 55+ 12.30%
(9.02%, 16.56%) 		87.70%
(83.44%, 90.98%)
R - Female - 18 to 34 10.78%
(6.68%, 16.92%) 		89.22%
(83.08%, 93.32%)
R - Female - 35 to 54 12.32%
(9.48%, 15.86%) 		87.68%
(84.14%, 90.52%)
R - Female - 55+ 9.56%
(6.92%, 13.06%) 		90.44%
(86.94%, 93.08%)
Race
D - White 87.22%
(85.24%, 88.96%) 		12.78%
(11.04%, 14.76%)
D - Non-white 77.26%
(73.88%, 80.32%) 		22.74%
(19.68%, 26.12%)
R - White 11.20%
(9.62%, 13.00%) 		88.80%
(87.00%, 90.38%)
R - Non-white 16.04%
(12.28%, 20.68%) 		83.96%
(79.32%, 87.72%)
Education
D - College Grad 87.30%
(85.00%, 89.30%) 		12.70%
(10.70%, 15.00%)
D - Not college grad 79.30%
(76.64%, 81.72%) 		20.70%
(18.28%, 23.36%)
R - College Grad 16.16%
(13.12%, 19.74%) 		83.84%
(80.26%, 86.88%)
R - Not college grad 10.56%
(9.04%, 12.28%) 		89.44%
(87.72%, 90.96%)

Is there anything the respondent likes about the Republican Presidential candidate? We can see that likely Trump voters more often report they like something about Trump (91%) than likely Biden voters for Biden (83%). This is well sustained across gender, with older Rs even more agreeable to Trump than younger Rs.

The proportion of likely Trump voters who find something they like in Biden (12%) is roughly the same as the proportion of likely Biden voters who like something about Trump.

anes %>% tabtemplate1(V201110, "Like anything about the Republican candidate")
Like anything about the Republican candidate
Count Pct
-Refused 11 0.14%
-Don’t know 3 0.04%
Yes 3,692 44.58%
No 4,574 55.24%
Like anything about the Republican candidate
D Voters R Voters
Yes 11.4% 91.3%
No 88.6% 8.7%
Like anything about the Republican candidate
Yes No
Vote Intent
D 11.38%
(9.98%, 12.94%) 		88.62%
(87.06%, 90.02%)
R 91.26%
(89.72%, 92.58%) 		8.74%
(7.42%, 10.28%)
Gender
D - Male 12.98%
(10.98%, 15.30%) 		87.02%
(84.70%, 89.02%)
D - Female 10.16%
(8.58%, 11.98%) 		89.84%
(88.02%, 91.42%)
R - Male 91.64%
(89.68%, 93.26%) 		8.36%
(6.74%, 10.32%)
R - Female 90.82%
(88.56%, 92.66%) 		9.18%
(7.34%, 11.44%)
Age and Gender
D - Male - 18 to 34 13.22%
(9.50%, 18.10%) 		86.78%
(81.90%, 90.50%)
D - Male - 35 to 54 15.40%
(11.62%, 20.14%) 		84.60%
(79.86%, 88.38%)
D - Male - 55+ 10.88%
(8.20%, 14.30%) 		89.12%
(85.70%, 91.80%)
D - Female - 18 to 34 11.86%
(8.70%, 15.98%) 		88.14%
(84.02%, 91.30%)
D - Female - 35 to 54 10.08%
(7.80%, 12.92%) 		89.92%
(87.08%, 92.20%)
D - Female - 55+ 9.10%
(6.64%, 12.32%) 		90.90%
(87.68%, 93.36%)
R - Male - 18 to 34 85.54%
(78.90%, 90.34%) 		14.46%
(9.66%, 21.10%)
R - Male - 35 to 54 90.94%
(87.68%, 93.38%) 		9.06%
(6.62%, 12.32%)
R - Male - 55+ 95.22%
(92.98%, 96.78%) 		4.78%
(3.22%, 7.02%)
R - Female - 18 to 34 82.26%
(74.30%, 88.14%) 		17.74%
(11.86%, 25.70%)
R - Female - 35 to 54 90.82%
(86.48%, 93.86%) 		9.18%
(6.14%, 13.52%)
R - Female - 55+ 94.94%
(92.96%, 96.38%) 		5.06%
(3.62%, 7.04%)
Race
D - White 11.28%
(9.40%, 13.50%) 		88.72%
(86.50%, 90.60%)
D - Non-white 11.64%
(9.62%, 14.06%) 		88.36%
(85.94%, 90.38%)
R - White 92.30%
(90.66%, 93.66%) 		7.70%
(6.34%, 9.34%)
R - Non-white 86.94%
(81.76%, 90.82%) 		13.06%
(9.18%, 18.24%)
Education
D - College Grad 12.06%
(10.18%, 14.20%) 		87.94%
(85.80%, 89.82%)
D - Not college grad 10.62%
(8.86%, 12.68%) 		89.38%
(87.32%, 91.14%)
R - College Grad 93.20%
(91.16%, 94.80%) 		6.80%
(5.20%, 8.84%)
R - Not college grad 90.32%
(88.30%, 92.02%) 		9.68%
(7.98%, 11.70%)

Dislikability of candidates

Is there anything R dislikes about the candidates?

20% of likely Biden voters find something they dislike about Biden, while 25% of likely Trump voters find something they dislike about Trump. I would be very curious to see how this question played out in prior elections, however, merging the 2020 dataset with the ANES cumulative data file will take quite a bit of work.

For likely Biden voters about Biden, the younger ones, whites, and college graduates more often find something they dislike about him. For likely Trump voters about Trump, it’s also the younger ones and college graduates but Non-whites much more so than whites.

anes %>% tabtemplate1(V201108, "Dislike anything about the Democratic candidate")
Dislike anything about the Democratic candidate
Count Pct
-Refused 15 0.18%
-Don’t know 2 0.02%
Yes 3,894 47.02%
No 4,369 52.78%
Dislike anything about the Democratic candidate
D Voters R Voters
Yes 20.5% 81.8%
No 79.5% 18.2%
Dislike anything about the Democratic candidate
Yes No
Vote Intent
D 20.52%
(18.60%, 22.56%) 		79.48%
(77.44%, 81.40%)
R 81.84%
(80.06%, 83.50%) 		18.16%
(16.50%, 19.94%)
Gender
D - Male 23.00%
(20.20%, 26.08%) 		77.00%
(73.92%, 79.80%)
D - Female 18.46%
(16.08%, 21.08%) 		81.54%
(78.92%, 83.92%)
R - Male 83.80%
(81.54%, 85.82%) 		16.20%
(14.18%, 18.46%)
R - Female 79.76%
(76.88%, 82.36%) 		20.24%
(17.64%, 23.12%)
Age and Gender
D - Male - 18 to 34 28.06%
(22.38%, 34.56%) 		71.94%
(65.44%, 77.62%)
D - Male - 35 to 54 25.14%
(20.48%, 30.48%) 		74.86%
(69.52%, 79.52%)
D - Male - 55+ 17.34%
(14.04%, 21.20%) 		82.66%
(78.80%, 85.96%)
D - Female - 18 to 34 25.98%
(21.18%, 31.40%) 		74.02%
(68.60%, 78.82%)
D - Female - 35 to 54 19.86%
(16.14%, 24.18%) 		80.14%
(75.82%, 83.86%)
D - Female - 55+ 12.50%
(9.98%, 15.52%) 		87.50%
(84.48%, 90.02%)
R - Male - 18 to 34 81.98%
(76.36%, 86.50%) 		18.02%
(13.50%, 23.64%)
R - Male - 35 to 54 83.46%
(79.62%, 86.68%) 		16.54%
(13.32%, 20.38%)
R - Male - 55+ 85.88%
(82.02%, 89.00%) 		14.12%
(11.00%, 17.98%)
R - Female - 18 to 34 67.80%
(59.24%, 75.30%) 		32.20%
(24.70%, 40.76%)
R - Female - 35 to 54 76.46%
(71.22%, 81.00%) 		23.54%
(19.00%, 28.78%)
R - Female - 55+ 87.42%
(84.44%, 89.90%) 		12.58%
(10.10%, 15.56%)
Race
D - White 23.00%
(20.60%, 25.58%) 		77.00%
(74.42%, 79.40%)
D - Non-white 17.54%
(14.96%, 20.48%) 		82.46%
(79.52%, 85.04%)
R - White 83.98%
(82.16%, 85.64%) 		16.02%
(14.36%, 17.84%)
R - Non-white 72.64%
(66.84%, 77.76%) 		27.36%
(22.24%, 33.16%)
Education
D - College Grad 25.64%
(22.90%, 28.58%) 		74.36%
(71.42%, 77.10%)
D - Not college grad 16.52%
(14.28%, 19.04%) 		83.48%
(80.96%, 85.72%)
R - College Grad 86.64%
(83.68%, 89.12%) 		13.36%
(10.88%, 16.32%)
R - Not college grad 79.82%
(77.42%, 82.04%) 		20.18%
(17.96%, 22.58%) 
anes %>% tabtemplate1(V201112, "Dislike anything about the Republican candidate")
Dislike anything about the Republican candidate
Count Pct
-Refused 17 0.20%
Yes 5,078 61.32%
No 3,185 38.46%
Dislike anything about the Republican candidate
D Voters R Voters
Yes 90.1% 25.2%
No 9.9% 74.8%
Dislike anything about the Republican candidate
Yes No
Vote Intent
D 90.06%
(88.64%, 91.32%) 		9.94%
(8.68%, 11.36%)
R 25.22%
(23.34%, 27.20%) 		74.78%
(72.80%, 76.66%)
Gender
D - Male 89.72%
(87.62%, 91.50%) 		10.28%
(8.50%, 12.38%)
D - Female 90.30%
(88.56%, 91.80%) 		9.70%
(8.20%, 11.44%)
R - Male 26.26%
(23.66%, 29.04%) 		73.74%
(70.96%, 76.34%)
R - Female 24.20%
(21.50%, 27.14%) 		75.80%
(72.86%, 78.50%)
Age and Gender
D - Male - 18 to 34 90.12%
(85.00%, 93.62%) 		9.88%
(6.38%, 15.00%)
D - Male - 35 to 54 88.14%
(83.76%, 91.46%) 		11.86%
(8.54%, 16.24%)
D - Male - 55+ 90.56%
(87.56%, 92.90%) 		9.44%
(7.10%, 12.44%)
D - Female - 18 to 34 92.32%
(88.44%, 94.96%) 		7.68%
(5.04%, 11.56%)
D - Female - 35 to 54 89.68%
(86.44%, 92.22%) 		10.32%
(7.78%, 13.56%)
D - Female - 55+ 89.22%
(85.72%, 91.92%) 		10.78%
(8.08%, 14.28%)
R - Male - 18 to 34 32.04%
(25.26%, 39.68%) 		67.96%
(60.32%, 74.74%)
R - Male - 35 to 54 25.92%
(21.06%, 31.44%) 		74.08%
(68.56%, 78.94%)
R - Male - 55+ 23.64%
(20.18%, 27.52%) 		76.36%
(72.48%, 79.82%)
R - Female - 18 to 34 29.50%
(22.92%, 37.08%) 		70.50%
(62.92%, 77.08%)
R - Female - 35 to 54 25.24%
(20.74%, 30.34%) 		74.76%
(69.66%, 79.26%)
R - Female - 55+ 21.14%
(17.26%, 25.62%) 		78.86%
(74.38%, 82.74%)
Race
D - White 94.54%
(93.10%, 95.68%) 		5.46%
(4.32%, 6.90%)
D - Non-white 84.60%
(82.12%, 86.78%) 		15.40%
(13.22%, 17.88%)
R - White 23.20%
(21.18%, 25.34%) 		76.80%
(74.66%, 78.82%)
R - Non-white 34.56%
(29.10%, 40.48%) 		65.44%
(59.52%, 70.90%)
Education
D - College Grad 95.08%
(93.64%, 96.20%) 		4.92%
(3.80%, 6.36%)
D - Not college grad 86.20%
(84.00%, 88.14%) 		13.80%
(11.86%, 16.00%)
R - College Grad 34.48%
(31.02%, 38.14%) 		65.52%
(61.86%, 68.98%)
R - Not college grad 21.10%
(18.76%, 23.64%) 		78.90%
(76.36%, 81.24%)

How things are going

Overall, 26% of the survey population agree that things in the country are “going in the right direction”. Predictably there is a sharp partisan divide with only 4% of Biden voters supporting this statement compared to 58% of Trump voters.

anes %>% tabtemplate1(V201114, "Are things in the country on the right track?")
Are things in the country on the right track?
Count Pct
-Refused 37 0.46%
-Don’t know 13 0.16%
Right direction 2,174 26.26%
Wrong track 6,056 73.14%
Are things in the country on the right track?
D Voters R Voters
Right direction 4.0% 58.1%
Wrong track 96.0% 41.9%
Are things in the country on the right track?
Right direction Wrong track
Vote Intent
D 4.00%
(3.16%, 5.06%) 		96.00%
(94.94%, 96.84%)
R 58.14%
(55.72%, 60.52%) 		41.86%
(39.48%, 44.28%)
Gender
D - Male 5.66%
(4.26%, 7.50%) 		94.34%
(92.50%, 95.74%)
D - Female 2.68%
(1.90%, 3.76%) 		97.32%
(96.24%, 98.10%)
R - Male 58.52%
(55.22%, 61.72%) 		41.48%
(38.28%, 44.78%)
R - Female 57.52%
(54.40%, 60.58%) 		42.48%
(39.42%, 45.60%)
Age and Gender
D - Male - 18 to 34 7.28%
(4.38%, 11.84%) 		92.72%
(88.16%, 95.62%)
D - Male - 35 to 54 5.30%
(3.10%, 8.90%) 		94.70%
(91.10%, 96.90%)
D - Male - 55+ 4.54%
(2.74%, 7.42%) 		95.46%
(92.58%, 97.26%)
D - Female - 18 to 34 2.98%
(1.60%, 5.50%) 		97.02%
(94.50%, 98.40%)
D - Female - 35 to 54 4.28%
(2.58%, 6.98%) 		95.72%
(93.02%, 97.42%)
D - Female - 55+ 1.38%
(0.58%, 3.32%) 		98.62%
(96.68%, 99.42%)
R - Male - 18 to 34 49.80%
(42.00%, 57.60%) 		50.20%
(42.40%, 58.00%)
R - Male - 35 to 54 61.50%
(56.56%, 66.22%) 		38.50%
(33.78%, 43.44%)
R - Male - 55+ 60.68%
(56.28%, 64.90%) 		39.32%
(35.10%, 43.72%)
R - Female - 18 to 34 53.38%
(44.50%, 62.06%) 		46.62%
(37.94%, 55.50%)
R - Female - 35 to 54 55.84%
(50.92%, 60.66%) 		44.16%
(39.34%, 49.08%)
R - Female - 55+ 61.18%
(56.94%, 65.26%) 		38.82%
(34.74%, 43.06%)
Race
D - White 3.38%
(2.52%, 4.50%) 		96.62%
(95.50%, 97.48%)
D - Non-white 4.84%
(3.36%, 6.94%) 		95.16%
(93.06%, 96.64%)
R - White 58.52%
(56.00%, 61.02%) 		41.48%
(38.98%, 44.00%)
R - Non-white 56.04%
(50.16%, 61.74%) 		43.96%
(38.26%, 49.84%)
Education
D - College Grad 3.38%
(2.28%, 5.02%) 		96.62%
(94.98%, 97.72%)
D - Not college grad 4.46%
(3.32%, 6.00%) 		95.54%
(94.00%, 96.68%)
R - College Grad 54.64%
(50.60%, 58.60%) 		45.36%
(41.40%, 49.40%)
R - Not college grad 59.24%
(56.34%, 62.10%) 		40.76%
(37.90%, 43.66%)

How do you feel about how things are going

Next we have a series of 9 adjectives to describe how respondents feel about how things are going in the country. There is an overwhelming amount of material in the tabs and you may simply want to skip to the visualizations below.

anes %>% tabtemplate1(V201115, "Hopeful")
Hopeful
Count Pct
-Refused 11 0.14%
-Don’t know 5 0.06%
Not at all 2,007 24.24%
A little 2,065 24.94%
Somewhat 2,496 30.14%
Very 1,253 15.14%
Extremely 443 5.34%
Hopeful
D Voters R Voters
Not at all 37.1% 6.6%
A little 31.3% 15.5%
Somewhat 23.8% 38.5%
Very 5.6% 29.3%
Extremely 2.2% 10.1%
Hopeful
Not at all A little Somewhat Very Extremely
Vote Intent
D 37.14%
(35.04%, 39.30%) 		31.26%
(29.44%, 33.14%) 		23.80%
(22.08%, 25.62%) 		5.60%
(4.62%, 6.80%) 		2.18%
(1.66%, 2.86%)
R 6.62%
(5.62%, 7.80%) 		15.50%
(13.98%, 17.16%) 		38.50%
(36.26%, 40.78%) 		29.30%
(27.08%, 31.62%) 		10.08%
(8.88%, 11.40%)
Gender
D - Male 32.40%
(29.54%, 35.38%) 		33.70%
(30.78%, 36.74%) 		25.08%
(22.22%, 28.16%) 		6.78%
(5.20%, 8.78%) 		2.06%
(1.38%, 3.06%)
D - Female 41.04%
(38.26%, 43.88%) 		29.20%
(26.90%, 31.62%) 		22.74%
(20.58%, 25.08%) 		4.70%
(3.56%, 6.18%) 		2.30%
(1.58%, 3.36%)
R - Male 6.52%
(5.06%, 8.34%) 		14.18%
(12.34%, 16.26%) 		37.18%
(34.12%, 40.34%) 		31.02%
(28.06%, 34.14%) 		11.10%
(9.50%, 12.92%)
R - Female 6.80%
(5.26%, 8.74%) 		16.92%
(14.78%, 19.32%) 		39.92%
(36.78%, 43.14%) 		27.40%
(24.62%, 30.38%) 		8.96%
(7.20%, 11.10%)
Age and Gender
D - Male - 18 to 34 29.18%
(22.64%, 36.70%) 		38.64%
(32.42%, 45.24%) 		23.82%
(17.86%, 31.00%) 		6.78%
(3.92%, 11.52%) 		1.58%
(0.66%, 3.72%)
D - Male - 35 to 54 28.56%
(24.26%, 33.30%) 		33.58%
(28.38%, 39.20%) 		26.00%
(21.40%, 31.22%) 		8.54%
(5.88%, 12.24%) 		3.32%
(1.82%, 5.96%)
D - Male - 55+ 38.58%
(34.42%, 42.94%) 		30.32%
(25.72%, 35.32%) 		24.76%
(20.76%, 29.26%) 		5.06%
(3.44%, 7.40%) 		1.28%
(0.54%, 3.00%)
D - Female - 18 to 34 41.04%
(35.40%, 46.92%) 		30.20%
(25.42%, 35.46%) 		22.46%
(17.94%, 27.72%) 		3.80%
(2.10%, 6.82%) 		2.50%
(0.98%, 6.24%)
D - Female - 35 to 54 37.20%
(32.68%, 41.96%) 		31.62%
(27.56%, 35.96%) 		23.12%
(19.28%, 27.46%) 		5.70%
(3.64%, 8.82%) 		2.36%
(1.32%, 4.20%)
D - Female - 55+ 44.74%
(40.58%, 48.98%) 		26.30%
(22.88%, 30.02%) 		22.30%
(19.02%, 25.98%) 		4.46%
(2.86%, 6.92%) 		2.20%
(1.26%, 3.80%)
R - Male - 18 to 34 8.84%
(5.10%, 14.90%) 		14.80%
(10.82%, 19.88%) 		36.04%
(28.88%, 43.86%) 		32.06%
(25.38%, 39.58%) 		8.26%
(5.12%, 13.08%)
R - Male - 35 to 54 5.76%
(3.84%, 8.56%) 		16.06%
(12.54%, 20.34%) 		36.78%
(31.82%, 42.04%) 		28.20%
(23.26%, 33.74%) 		13.18%
(10.14%, 16.98%)
R - Male - 55+ 6.06%
(4.30%, 8.46%) 		12.52%
(10.00%, 15.60%) 		37.48%
(33.58%, 41.54%) 		33.32%
(29.00%, 37.94%) 		10.62%
(8.36%, 13.42%)
R - Female - 18 to 34 6.56%
(3.64%, 11.52%) 		21.88%
(15.32%, 30.26%) 		35.88%
(28.04%, 44.56%) 		24.96%
(17.74%, 33.88%) 		10.72%
(6.50%, 17.18%)
R - Female - 35 to 54 7.82%
(5.28%, 11.44%) 		18.82%
(14.78%, 23.68%) 		42.38%
(37.32%, 47.58%) 		25.10%
(20.44%, 30.44%) 		5.88%
(4.00%, 8.58%)
R - Female - 55+ 7.04%
(5.06%, 9.76%) 		14.08%
(11.42%, 17.26%) 		37.82%
(34.00%, 41.82%) 		31.18%
(27.14%, 35.54%) 		9.86%
(7.42%, 12.98%)
Race
D - White 36.10%
(33.60%, 38.68%) 		35.26%
(32.78%, 37.82%) 		23.30%
(21.16%, 25.60%) 		4.46%
(3.56%, 5.60%) 		0.88%
(0.58%, 1.32%)
D - Non-white 38.42%
(35.08%, 41.84%) 		26.34%
(23.60%, 29.26%) 		24.52%
(21.90%, 27.34%) 		7.02%
(5.30%, 9.22%) 		3.72%
(2.64%, 5.22%)
R - White 6.68%
(5.56%, 8.02%) 		14.80%
(13.18%, 16.56%) 		38.90%
(36.50%, 41.38%) 		29.96%
(27.42%, 32.60%) 		9.66%
(8.40%, 11.10%)
R - Non-white 6.18%
(3.98%, 9.48%) 		18.54%
(14.62%, 23.22%) 		36.58%
(30.90%, 42.66%) 		26.72%
(21.78%, 32.30%) 		11.98%
(8.68%, 16.32%)
Education
D - College Grad 32.82%
(30.36%, 35.38%) 		35.82%
(33.38%, 38.34%) 		25.16%
(22.54%, 27.96%) 		5.24%
(3.96%, 6.90%) 		0.96%
(0.56%, 1.68%)
D - Not college grad 40.34%
(37.08%, 43.68%) 		27.94%
(25.08%, 30.96%) 		22.88%
(20.54%, 25.40%) 		5.80%
(4.40%, 7.60%) 		3.04%
(2.20%, 4.22%)
R - College Grad 6.88%
(5.10%, 9.22%) 		18.00%
(15.02%, 21.40%) 		38.72%
(35.02%, 42.56%) 		28.08%
(24.86%, 31.56%) 		8.32%
(6.80%, 10.14%)
R - Not college grad 6.36%
(5.16%, 7.84%) 		14.62%
(12.94%, 16.46%) 		38.82%
(36.08%, 41.64%) 		29.42%
(26.70%, 32.32%) 		10.76%
(9.10%, 12.68%) 
anes %>% tabtemplate1(V201116, "Afraid")
Afraid
Count Pct
-Refused 9 0.12%
-Don’t know 1 0.00%
Not at all 768 9.28%
A little 1,314 15.86%
Somewhat 2,300 27.78%
Very 2,028 24.48%
Extremely 1,861 22.48%
Afraid
D Voters R Voters
Not at all 3.1% 15.3%
A little 10.9% 22.7%
Somewhat 21.1% 35.1%
Very 30.5% 18.0%
Extremely 34.5% 8.8%
Afraid
Not at all A little Somewhat Very Extremely
Vote Intent
D 3.10%
(2.46%, 3.90%) 		10.92%
(9.64%, 12.34%) 		21.08%
(19.38%, 22.88%) 		30.46%
(28.60%, 32.40%) 		34.46%
(32.38%, 36.60%)
R 15.34%
(13.80%, 17.04%) 		22.72%
(20.78%, 24.78%) 		35.10%
(33.02%, 37.24%) 		18.00%
(16.30%, 19.84%) 		8.82%
(7.40%, 10.48%)
Gender
D - Male 4.24%
(3.16%, 5.66%) 		13.70%
(11.66%, 16.02%) 		25.50%
(22.92%, 28.28%) 		30.76%
(27.88%, 33.82%) 		25.80%
(22.94%, 28.88%)
D - Female 2.18%
(1.44%, 3.28%) 		8.48%
(6.96%, 10.30%) 		17.48%
(15.44%, 19.76%) 		30.32%
(27.82%, 32.94%) 		41.52%
(38.92%, 44.18%)
R - Male 17.68%
(15.40%, 20.24%) 		22.40%
(19.90%, 25.10%) 		36.68%
(33.68%, 39.80%) 		16.06%
(14.00%, 18.34%) 		7.18%
(5.68%, 9.00%)
R - Female 12.86%
(11.02%, 14.96%) 		23.04%
(20.38%, 25.92%) 		33.40%
(30.52%, 36.42%) 		20.14%
(17.58%, 22.96%) 		10.58%
(8.72%, 12.76%)
Age and Gender
D - Male - 18 to 34 5.12%
(3.18%, 8.16%) 		15.82%
(11.48%, 21.36%) 		30.24%
(24.98%, 36.10%) 		30.14%
(24.48%, 36.46%) 		18.68%
(14.14%, 24.28%)
D - Male - 35 to 54 3.64%
(2.24%, 5.84%) 		16.42%
(12.42%, 21.40%) 		26.50%
(21.82%, 31.78%) 		29.58%
(24.68%, 34.98%) 		23.86%
(19.90%, 28.34%)
D - Male - 55+ 3.90%
(2.34%, 6.44%) 		9.80%
(6.84%, 13.88%) 		20.32%
(17.24%, 23.78%) 		32.94%
(28.70%, 37.46%) 		33.04%
(28.60%, 37.80%)
D - Female - 18 to 34 1.74%
(0.78%, 3.86%) 		8.40%
(5.28%, 13.08%) 		16.82%
(12.56%, 22.20%) 		31.26%
(25.82%, 37.26%) 		41.78%
(36.38%, 47.40%)
D - Female - 35 to 54 1.90%
(0.92%, 3.86%) 		9.02%
(6.82%, 11.88%) 		19.08%
(15.56%, 23.20%) 		28.44%
(24.58%, 32.64%) 		41.56%
(36.92%, 46.36%)
D - Female - 55+ 2.34%
(1.36%, 3.98%) 		7.90%
(5.96%, 10.42%) 		16.60%
(13.80%, 19.84%) 		30.82%
(27.00%, 34.94%) 		42.32%
(38.10%, 46.64%)
R - Male - 18 to 34 18.90%
(13.96%, 25.08%) 		23.62%
(17.54%, 30.98%) 		38.24%
(31.22%, 45.76%) 		10.76%
(6.88%, 16.46%) 		8.48%
(4.92%, 14.24%)
R - Male - 35 to 54 17.56%
(13.64%, 22.32%) 		28.12%
(23.46%, 33.28%) 		33.94%
(28.68%, 39.62%) 		14.54%
(11.34%, 18.44%) 		5.84%
(3.66%, 9.22%)
R - Male - 55+ 16.94%
(13.74%, 20.70%) 		17.82%
(15.04%, 21.00%) 		37.86%
(33.22%, 42.72%) 		19.94%
(16.74%, 23.60%) 		7.44%
(5.54%, 9.90%)
R - Female - 18 to 34 10.96%
(7.22%, 16.30%) 		24.24%
(17.04%, 33.28%) 		33.92%
(26.40%, 42.34%) 		17.04%
(12.14%, 23.40%) 		13.84%
(8.76%, 21.20%)
R - Female - 35 to 54 14.04%
(10.34%, 18.78%) 		22.66%
(18.64%, 27.26%) 		34.82%
(30.24%, 39.70%) 		16.38%
(13.02%, 20.38%) 		12.12%
(8.42%, 17.14%)
R - Female - 55+ 12.88%
(10.18%, 16.18%) 		21.80%
(18.26%, 25.80%) 		32.46%
(28.34%, 36.88%) 		24.22%
(20.62%, 28.22%) 		8.64%
(6.50%, 11.38%)
Race
D - White 1.94%
(1.40%, 2.66%) 		10.56%
(8.98%, 12.38%) 		22.58%
(20.28%, 25.06%) 		30.22%
(27.64%, 32.92%) 		34.72%
(32.44%, 37.08%)
D - Non-white 4.46%
(3.24%, 6.14%) 		11.46%
(9.24%, 14.10%) 		19.10%
(16.82%, 21.60%) 		30.96%
(27.76%, 34.36%) 		34.02%
(30.62%, 37.62%)
R - White 14.66%
(13.04%, 16.46%) 		21.84%
(19.76%, 24.08%) 		35.96%
(33.66%, 38.32%) 		19.10%
(17.20%, 21.18%) 		8.42%
(7.10%, 9.98%)
R - Non-white 17.92%
(14.30%, 22.22%) 		26.66%
(21.82%, 32.14%) 		31.72%
(26.44%, 37.52%) 		13.24%
(9.92%, 17.46%) 		10.48%
(6.88%, 15.64%)
Education
D - College Grad 2.20%
(1.58%, 3.06%) 		11.22%
(9.26%, 13.52%) 		21.98%
(19.50%, 24.66%) 		30.16%
(27.68%, 32.76%) 		34.46%
(31.72%, 37.30%)
D - Not college grad 3.82%
(2.88%, 5.06%) 		10.64%
(8.88%, 12.70%) 		20.68%
(18.48%, 23.08%) 		30.80%
(28.10%, 33.64%) 		34.06%
(31.06%, 37.20%)
R - College Grad 14.94%
(12.30%, 18.02%) 		23.80%
(20.68%, 27.22%) 		34.62%
(30.98%, 38.42%) 		18.42%
(15.80%, 21.34%) 		8.24%
(6.24%, 10.80%)
R - Not college grad 15.66%
(13.78%, 17.76%) 		22.00%
(19.46%, 24.76%) 		35.20%
(32.42%, 38.06%) 		18.02%
(15.96%, 20.30%) 		9.10%
(7.54%, 10.96%) 
anes %>% tabtemplate1(V201117, "Outraged")
Outraged
Count Pct
-Refused 12 0.14%
-Don’t know 0 0.00%
Not at all 692 8.36%
A little 990 11.96%
Somewhat 1,946 23.50%
Very 2,227 26.90%
Extremely 2,414 29.16%
Outraged
D Voters R Voters
Not at all 3.5% 12.5%
A little 7.8% 16.9%
Somewhat 16.3% 31.8%
Very 30.1% 23.4%
Extremely 42.3% 15.4%
Outraged
Not at all A little Somewhat Very Extremely
Vote Intent
D 3.48%
(2.76%, 4.38%) 		7.78%
(6.60%, 9.14%) 		16.28%
(14.84%, 17.84%) 		30.14%
(28.24%, 32.12%) 		42.32%
(40.22%, 44.44%)
R 12.54%
(11.14%, 14.10%) 		16.90%
(15.46%, 18.44%) 		31.76%
(29.48%, 34.16%) 		23.40%
(21.56%, 25.34%) 		15.38%
(13.80%, 17.12%)
Gender
D - Male 3.86%
(2.72%, 5.48%) 		8.46%
(6.66%, 10.68%) 		18.54%
(16.22%, 21.12%) 		32.74%
(29.76%, 35.88%) 		36.40%
(33.30%, 39.62%)
D - Female 3.18%
(2.36%, 4.28%) 		7.24%
(5.78%, 9.02%) 		14.38%
(12.60%, 16.38%) 		28.06%
(25.52%, 30.74%) 		47.16%
(44.44%, 49.88%)
R - Male 13.20%
(11.04%, 15.72%) 		16.88%
(14.82%, 19.18%) 		31.42%
(28.62%, 34.38%) 		23.98%
(21.60%, 26.52%) 		14.52%
(12.56%, 16.70%)
R - Female 11.86%
(10.06%, 13.96%) 		16.86%
(14.56%, 19.42%) 		32.10%
(28.82%, 35.54%) 		22.80%
(20.18%, 25.64%) 		16.40%
(14.18%, 18.88%)
Age and Gender
D - Male - 18 to 34 4.32%
(2.24%, 8.16%) 		10.32%
(6.90%, 15.12%) 		20.54%
(15.66%, 26.44%) 		33.72%
(27.42%, 40.66%) 		31.10%
(25.22%, 37.68%)
D - Male - 35 to 54 5.00%
(3.12%, 7.90%) 		8.70%
(6.02%, 12.44%) 		17.60%
(13.92%, 22.00%) 		30.00%
(25.32%, 35.14%) 		38.68%
(33.60%, 44.02%)
D - Male - 55+ 2.64%
(1.44%, 4.84%) 		6.84%
(4.58%, 10.12%) 		17.28%
(14.06%, 21.04%) 		34.80%
(30.44%, 39.44%) 		38.42%
(34.14%, 42.88%)
D - Female - 18 to 34 2.74%
(1.22%, 6.06%) 		8.64%
(5.72%, 12.84%) 		11.84%
(8.74%, 15.84%) 		24.78%
(19.98%, 30.30%) 		52.00%
(46.14%, 57.82%)
D - Female - 35 to 54 4.08%
(2.42%, 6.80%) 		4.68%
(3.18%, 6.88%) 		15.96%
(12.64%, 19.96%) 		30.78%
(26.28%, 35.70%) 		44.48%
(39.62%, 49.48%)
D - Female - 55+ 2.54%
(1.54%, 4.18%) 		7.92%
(5.58%, 11.10%) 		14.50%
(12.18%, 17.18%) 		28.02%
(24.42%, 31.94%) 		47.02%
(42.72%, 51.36%)
R - Male - 18 to 34 17.44%
(12.26%, 24.22%) 		19.26%
(13.80%, 26.22%) 		31.48%
(24.88%, 38.92%) 		19.64%
(14.80%, 25.62%) 		12.18%
(7.98%, 18.12%)
R - Male - 35 to 54 14.16%
(10.42%, 18.96%) 		20.60%
(16.56%, 25.34%) 		32.10%
(27.22%, 37.40%) 		21.52%
(17.54%, 26.12%) 		11.62%
(8.44%, 15.80%)
R - Male - 55+ 10.54%
(8.10%, 13.60%) 		13.70%
(10.98%, 16.96%) 		30.68%
(26.78%, 34.86%) 		27.52%
(23.96%, 31.38%) 		17.58%
(14.66%, 20.92%)
R - Female - 18 to 34 13.32%
(8.80%, 19.64%) 		23.14%
(16.68%, 31.14%) 		29.98%
(22.70%, 38.44%) 		22.26%
(16.12%, 29.94%) 		11.30%
(7.08%, 17.58%)
R - Female - 35 to 54 10.68%
(7.78%, 14.50%) 		19.60%
(15.56%, 24.40%) 		30.66%
(25.54%, 36.30%) 		20.58%
(16.26%, 25.68%) 		18.48%
(14.34%, 23.48%)
R - Female - 55+ 11.50%
(8.98%, 14.64%) 		13.04%
(10.12%, 16.62%) 		32.38%
(28.36%, 36.68%) 		25.58%
(21.94%, 29.60%) 		17.50%
(14.28%, 21.28%)
Race
D - White 3.06%
(2.24%, 4.20%) 		7.16%
(5.86%, 8.74%) 		15.30%
(13.60%, 17.16%) 		28.92%
(26.34%, 31.64%) 		45.56%
(42.94%, 48.18%)
D - Non-white 4.00%
(2.78%, 5.74%) 		8.64%
(6.68%, 11.12%) 		17.24%
(14.66%, 20.18%) 		31.80%
(28.84%, 34.90%) 		38.32%
(35.00%, 41.76%)
R - White 11.84%
(10.34%, 13.52%) 		16.56%
(14.94%, 18.34%) 		31.24%
(28.82%, 33.76%) 		24.62%
(22.58%, 26.78%) 		15.74%
(14.04%, 17.58%)
R - Non-white 15.86%
(11.86%, 20.88%) 		18.24%
(14.34%, 22.94%) 		34.46%
(28.98%, 40.38%) 		17.92%
(14.10%, 22.50%) 		13.54%
(9.98%, 18.08%)
Education
D - College Grad 2.60%
(1.82%, 3.68%) 		7.30%
(5.74%, 9.24%) 		15.44%
(13.40%, 17.70%) 		27.92%
(25.46%, 30.52%) 		46.76%
(43.72%, 49.82%)
D - Not college grad 4.20%
(3.06%, 5.76%) 		8.22%
(6.54%, 10.30%) 		17.10%
(15.04%, 19.36%) 		32.36%
(29.38%, 35.48%) 		38.12%
(35.24%, 41.08%)
R - College Grad 13.26%
(10.98%, 15.94%) 		19.32%
(16.62%, 22.34%) 		32.34%
(29.04%, 35.84%) 		21.74%
(19.00%, 24.74%) 		13.34%
(10.92%, 16.20%)
R - Not college grad 12.42%
(10.70%, 14.38%) 		15.58%
(13.66%, 17.74%) 		31.72%
(29.04%, 34.54%) 		24.16%
(21.76%, 26.74%) 		16.10%
(14.20%, 18.22%) 
anes %>% tabtemplate1(V201118, "Angry")
Angry
Count Pct
-Refused 10 0.12%
-Don’t know 0 0.00%
Not at all 569 6.88%
A little 1,038 12.54%
Somewhat 2,110 25.48%
Very 2,288 27.62%
Extremely 2,264 27.34%
Angry
D Voters R Voters
Not at all 2.5% 10.9%
A little 7.2% 18.9%
Somewhat 19.5% 32.1%
Very 30.9% 24.4%
Extremely 39.9% 13.7%
Angry
Not at all A little Somewhat Very Extremely
Vote Intent
D 2.52%
(1.96%, 3.24%) 		7.16%
(6.02%, 8.48%) 		19.54%
(17.96%, 21.26%) 		30.90%
(28.96%, 32.92%) 		39.86%
(37.76%, 42.02%)
R 10.92%
(9.54%, 12.48%) 		18.86%
(17.04%, 20.84%) 		32.12%
(30.00%, 34.30%) 		24.42%
(22.48%, 26.48%) 		13.68%
(12.00%, 15.58%)
Gender
D - Male 2.76%
(2.00%, 3.84%) 		8.26%
(6.46%, 10.48%) 		22.18%
(19.46%, 25.18%) 		32.82%
(29.80%, 36.02%) 		33.96%
(30.92%, 37.16%)
D - Female 2.34%
(1.66%, 3.30%) 		6.26%
(5.04%, 7.76%) 		17.40%
(15.40%, 19.58%) 		29.36%
(26.98%, 31.84%) 		44.66%
(42.10%, 47.26%)
R - Male 11.70%
(9.72%, 14.02%) 		17.54%
(15.08%, 20.30%) 		33.18%
(30.58%, 35.88%) 		24.22%
(21.48%, 27.20%) 		13.36%
(11.44%, 15.56%)
R - Female 10.14%
(8.42%, 12.14%) 		20.42%
(17.84%, 23.26%) 		30.78%
(27.64%, 34.10%) 		24.58%
(21.96%, 27.40%) 		14.08%
(11.84%, 16.66%)
Age and Gender
D - Male - 18 to 34 2.90%
(1.22%, 6.68%) 		7.74%
(4.90%, 12.00%) 		25.10%
(19.54%, 31.62%) 		34.86%
(28.86%, 41.38%) 		29.40%
(24.00%, 35.46%)
D - Male - 35 to 54 3.06%
(1.94%, 4.76%) 		9.92%
(6.76%, 14.34%) 		24.10%
(19.76%, 29.04%) 		29.62%
(24.86%, 34.88%) 		33.30%
(28.62%, 38.32%)
D - Male - 55+ 2.56%
(1.56%, 4.16%) 		7.28%
(5.00%, 10.50%) 		17.76%
(14.52%, 21.56%) 		33.68%
(29.30%, 38.36%) 		38.70%
(34.24%, 43.36%)
D - Female - 18 to 34 1.38%
(0.74%, 2.60%) 		5.50%
(3.54%, 8.46%) 		14.74%
(10.56%, 20.22%) 		28.80%
(23.22%, 35.12%) 		49.56%
(43.56%, 55.58%)
D - Female - 35 to 54 2.44%
(1.28%, 4.60%) 		6.58%
(4.56%, 9.38%) 		19.38%
(15.90%, 23.38%) 		28.20%
(23.88%, 32.98%) 		43.42%
(38.36%, 48.62%)
D - Female - 55+ 2.40%
(1.34%, 4.30%) 		6.74%
(4.84%, 9.30%) 		16.50%
(13.98%, 19.36%) 		30.82%
(26.94%, 34.98%) 		43.54%
(39.56%, 47.62%)
R - Male - 18 to 34 9.82%
(6.00%, 15.68%) 		20.08%
(14.42%, 27.28%) 		35.34%
(28.18%, 43.24%) 		22.10%
(16.08%, 29.56%) 		12.66%
(8.22%, 18.98%)
R - Male - 35 to 54 14.42%
(10.80%, 19.00%) 		20.22%
(15.76%, 25.56%) 		33.40%
(28.52%, 38.66%) 		21.46%
(17.36%, 26.22%) 		10.50%
(7.40%, 14.66%)
R - Male - 55+ 10.60%
(8.00%, 13.96%) 		15.06%
(11.94%, 18.80%) 		31.54%
(27.70%, 35.66%) 		26.96%
(23.18%, 31.10%) 		15.84%
(12.76%, 19.52%)
R - Female - 18 to 34 10.64%
(6.90%, 16.08%) 		26.14%
(19.44%, 34.18%) 		27.48%
(21.36%, 34.60%) 		26.72%
(19.64%, 35.22%) 		9.00%
(5.68%, 13.98%)
R - Female - 35 to 54 9.74%
(6.90%, 13.58%) 		21.26%
(17.16%, 26.06%) 		30.72%
(25.66%, 36.30%) 		20.06%
(16.48%, 24.20%) 		18.20%
(13.88%, 23.48%)
R - Female - 55+ 10.02%
(7.72%, 12.88%) 		16.78%
(13.58%, 20.56%) 		32.86%
(28.60%, 37.42%) 		26.80%
(23.18%, 30.78%) 		13.54%
(10.78%, 16.90%)
Race
D - White 1.94%
(1.38%, 2.72%) 		7.24%
(5.94%, 8.78%) 		17.68%
(15.88%, 19.62%) 		31.30%
(28.82%, 33.90%) 		41.84%
(39.16%, 44.56%)
D - Non-white 3.24%
(2.18%, 4.80%) 		7.16%
(5.46%, 9.36%) 		21.52%
(18.64%, 24.74%) 		30.56%
(27.56%, 33.74%) 		37.50%
(34.24%, 40.86%)
R - White 9.84%
(8.52%, 11.34%) 		18.70%
(16.74%, 20.82%) 		32.68%
(30.30%, 35.14%) 		24.62%
(22.46%, 26.94%) 		14.16%
(12.34%, 16.20%)
R - Non-white 15.38%
(11.42%, 20.38%) 		19.96%
(15.88%, 24.80%) 		29.52%
(24.26%, 35.36%) 		23.58%
(19.12%, 28.72%) 		11.56%
(8.52%, 15.52%)
Education
D - College Grad 1.72%
(1.20%, 2.48%) 		7.44%
(5.84%, 9.44%) 		17.70%
(15.58%, 20.04%) 		30.36%
(27.84%, 33.00%) 		42.78%
(39.66%, 45.96%)
D - Not college grad 3.16%
(2.26%, 4.40%) 		7.12%
(5.78%, 8.72%) 		21.14%
(18.70%, 23.80%) 		31.14%
(28.12%, 34.32%) 		37.46%
(34.70%, 40.30%)
R - College Grad 10.58%
(8.34%, 13.36%) 		21.62%
(18.60%, 24.98%) 		33.40%
(30.26%, 36.68%) 		22.56%
(19.96%, 25.40%) 		11.84%
(9.40%, 14.80%)
R - Not college grad 11.08%
(9.36%, 13.10%) 		17.52%
(15.46%, 19.80%) 		31.64%
(29.08%, 34.32%) 		25.40%
(22.92%, 28.08%) 		14.34%
(12.42%, 16.50%) 
anes %>% tabtemplate1(V201119, "Happy")
Happy
Count Pct
-Refused 11 0.14%
-Don’t know 3 0.04%
Not at all 3,862 46.64%
A little 1,846 22.30%
Somewhat 1,887 22.78%
Very 533 6.44%
Extremely 137 1.66%
Happy
D Voters R Voters
Not at all 66.3% 21.1%
A little 22.1% 21.1%
Somewhat 10.2% 40.2%
Very 0.9% 14.2%
Extremely 0.4% 3.4%
Happy
Not at all A little Somewhat Very Extremely
Vote Intent
D 66.34%
(64.06%, 68.54%) 		22.12%
(20.30%, 24.06%) 		10.22%
(8.92%, 11.70%) 		0.94%
(0.66%, 1.34%) 		0.38%
(0.20%, 0.72%)
R 21.14%
(19.24%, 23.20%) 		21.12%
(19.32%, 23.04%) 		40.18%
(38.22%, 42.16%) 		14.16%
(12.62%, 15.88%) 		3.40%
(2.68%, 4.28%)
Gender
D - Male 63.42%
(60.14%, 66.60%) 		23.12%
(20.38%, 26.10%) 		11.86%
(9.94%, 14.10%) 		1.28%
(0.82%, 2.02%) 		0.30%
(0.12%, 0.80%)
D - Female 68.74%
(65.82%, 71.54%) 		21.24%
(19.10%, 23.56%) 		8.88%
(7.20%, 10.92%) 		0.68%
(0.38%, 1.20%) 		0.46%
(0.20%, 1.04%)
R - Male 20.44%
(17.90%, 23.24%) 		20.20%
(17.66%, 22.98%) 		41.18%
(38.34%, 44.06%) 		14.54%
(12.28%, 17.10%) 		3.66%
(2.70%, 4.94%)
R - Female 21.98%
(19.44%, 24.72%) 		21.96%
(19.56%, 24.54%) 		39.26%
(36.62%, 41.98%) 		13.66%
(11.50%, 16.14%) 		3.14%
(2.12%, 4.64%)
Age and Gender
D - Male - 18 to 34 59.34%
(52.26%, 66.08%) 		27.00%
(20.82%, 34.24%) 		12.48%
(8.96%, 17.12%) 		0.78%
(0.18%, 3.34%) 		0.40%
(0.06%, 2.78%)
D - Male - 35 to 54 59.54%
(54.32%, 64.54%) 		23.84%
(19.34%, 28.98%) 		14.94%
(10.98%, 20.00%) 		1.36%
(0.66%, 2.78%) 		0.32%
(0.08%, 1.42%)
D - Male - 55+ 70.82%
(66.68%, 74.62%) 		19.78%
(16.32%, 23.74%) 		7.52%
(5.48%, 10.22%) 		1.68%
(0.88%, 3.16%) 		0.22%
(0.06%, 0.78%)
D - Female - 18 to 34 66.20%
(59.86%, 72.02%) 		25.10%
(19.92%, 31.10%) 		7.98%
(5.26%, 11.92%) 		0.72%
(0.20%, 2.62%) 		NA
D - Female - 35 to 54 67.16%
(62.54%, 71.48%) 		22.68%
(19.18%, 26.64%) 		8.98%
(6.42%, 12.42%) 		0.96%
(0.42%, 2.20%) 		0.22%
(0.06%, 0.86%)
D - Female - 55+ 72.40%
(67.84%, 76.52%) 		17.34%
(14.46%, 20.68%) 		8.88%
(6.38%, 12.20%) 		0.42%
(0.18%, 1.04%) 		0.96%
(0.38%, 2.44%)
R - Male - 18 to 34 21.48%
(15.70%, 28.68%) 		24.34%
(18.58%, 31.22%) 		39.88%
(32.72%, 47.48%) 		11.98%
(7.90%, 17.76%) 		2.32%
(0.70%, 7.50%)
R - Male - 35 to 54 20.30%
(15.70%, 25.82%) 		20.98%
(16.70%, 26.04%) 		41.72%
(36.54%, 47.08%) 		13.04%
(9.44%, 17.74%) 		3.96%
(2.28%, 6.78%)
R - Male - 55+ 20.20%
(16.96%, 23.88%) 		18.28%
(15.22%, 21.80%) 		40.50%
(36.52%, 44.60%) 		17.02%
(13.92%, 20.66%) 		4.00%
(2.74%, 5.84%)
R - Female - 18 to 34 25.48%
(19.08%, 33.14%) 		23.02%
(17.58%, 29.52%) 		35.92%
(28.84%, 43.70%) 		13.82%
(8.74%, 21.18%) 		1.76%
(0.52%, 5.68%)
R - Female - 35 to 54 21.36%
(16.38%, 27.36%) 		24.86%
(20.26%, 30.12%) 		40.56%
(34.94%, 46.46%) 		9.94%
(7.44%, 13.16%) 		3.26%
(1.52%, 6.88%)
R - Female - 55+ 21.76%
(18.56%, 25.34%) 		19.26%
(16.22%, 22.72%) 		39.64%
(35.84%, 43.58%) 		15.38%
(12.58%, 18.70%) 		3.94%
(2.36%, 6.54%)
Race
D - White 66.80%
(64.30%, 69.20%) 		22.74%
(20.84%, 24.74%) 		9.52%
(7.90%, 11.44%) 		0.72%
(0.44%, 1.18%) 		0.22%
(0.06%, 0.84%)
D - Non-white 65.88%
(62.28%, 69.32%) 		21.46%
(18.46%, 24.76%) 		10.86%
(8.94%, 13.12%) 		1.22%
(0.74%, 2.04%) 		0.58%
(0.30%, 1.16%)
R - White 20.50%
(18.64%, 22.52%) 		21.20%
(19.26%, 23.28%) 		40.62%
(38.38%, 42.90%) 		14.26%
(12.56%, 16.12%) 		3.42%
(2.58%, 4.48%)
R - Non-white 24.10%
(19.10%, 29.92%) 		20.48%
(16.44%, 25.22%) 		38.56%
(33.54%, 43.84%) 		13.46%
(9.92%, 17.98%) 		3.40%
(1.86%, 6.14%)
Education
D - College Grad 63.92%
(60.88%, 66.88%) 		24.74%
(22.48%, 27.12%) 		10.62%
(8.52%, 13.18%) 		0.46%
(0.22%, 0.94%) 		0.26%
(0.08%, 0.76%)
D - Not college grad 68.26%
(64.94%, 71.40%) 		19.96%
(17.36%, 22.82%) 		10.10%
(8.52%, 11.96%) 		1.20%
(0.78%, 1.80%) 		0.50%
(0.22%, 1.06%)
R - College Grad 17.34%
(14.66%, 20.42%) 		25.04%
(21.86%, 28.52%) 		39.96%
(36.48%, 43.56%) 		15.48%
(12.98%, 18.36%) 		2.16%
(1.44%, 3.24%)
R - Not college grad 22.84%
(20.42%, 25.46%) 		19.48%
(17.16%, 22.02%) 		40.24%
(37.60%, 42.92%) 		13.52%
(11.62%, 15.70%) 		3.92%
(2.94%, 5.22%) 
anes %>% tabtemplate1(V201120, "Worried")
Worried
Count Pct
-Refused 8 0.10%
Not at all 388 4.68%
A little 961 11.62%
Somewhat 2,020 24.40%
Very 2,452 29.62%
Extremely 2,450 29.58%
Worried
D Voters R Voters
Not at all 1.3% 7.9%
A little 5.3% 19.2%
Somewhat 15.6% 34.6%
Very 33.1% 25.8%
Extremely 44.6% 12.5%
Worried
Not at all A little Somewhat Very Extremely
Vote Intent
D 1.34%
(0.92%, 1.98%) 		5.34%
(4.52%, 6.30%) 		15.56%
(14.10%, 17.16%) 		33.14%
(31.18%, 35.14%) 		44.62%
(42.44%, 46.84%)
R 7.86%
(6.84%, 9.02%) 		19.20%
(17.36%, 21.18%) 		34.56%
(32.54%, 36.64%) 		25.84%
(24.04%, 27.72%) 		12.54%
(10.96%, 14.32%)
Gender
D - Male 1.64%
(0.94%, 2.84%) 		6.50%
(5.00%, 8.42%) 		18.08%
(15.94%, 20.44%) 		36.74%
(33.64%, 39.96%) 		37.04%
(33.66%, 40.54%)
D - Female 1.12%
(0.66%, 1.88%) 		4.36%
(3.46%, 5.46%) 		13.50%
(11.66%, 15.58%) 		30.18%
(27.76%, 32.70%) 		50.86%
(48.20%, 53.52%)
R - Male 8.84%
(7.30%, 10.68%) 		20.22%
(17.40%, 23.36%) 		36.26%
(33.24%, 39.40%) 		23.50%
(21.14%, 26.04%) 		11.18%
(9.48%, 13.14%)
R - Female 6.78%
(5.44%, 8.42%) 		18.08%
(15.60%, 20.88%) 		32.74%
(29.96%, 35.66%) 		28.34%
(25.58%, 31.26%) 		14.06%
(11.84%, 16.60%)
Age and Gender
D - Male - 18 to 34 2.40%
(0.90%, 6.24%) 		4.82%
(2.66%, 8.58%) 		20.30%
(15.74%, 25.76%) 		38.42%
(31.62%, 45.72%) 		34.04%
(27.96%, 40.70%)
D - Male - 35 to 54 2.24%
(1.04%, 4.76%) 		8.96%
(5.88%, 13.46%) 		17.24%
(13.78%, 21.34%) 		36.06%
(30.94%, 41.50%) 		35.50%
(30.54%, 40.78%)
D - Male - 55+ 0.54%
(0.18%, 1.52%) 		5.20%
(3.64%, 7.38%) 		16.78%
(13.66%, 20.44%) 		36.96%
(32.26%, 41.92%) 		40.52%
(35.88%, 45.36%)
D - Female - 18 to 34 0.68%
(0.18%, 2.58%) 		2.98%
(1.70%, 5.18%) 		12.44%
(9.16%, 16.70%) 		28.86%
(24.36%, 33.84%) 		55.04%
(49.82%, 60.12%)
D - Female - 35 to 54 1.06%
(0.36%, 3.10%) 		4.92%
(3.68%, 6.54%) 		14.34%
(11.20%, 18.16%) 		29.64%
(25.74%, 33.88%) 		50.04%
(45.46%, 54.62%)
D - Female - 55+ 1.06%
(0.50%, 2.22%) 		4.88%
(3.40%, 6.96%) 		13.66%
(11.30%, 16.42%) 		30.88%
(27.02%, 35.06%) 		49.52%
(45.64%, 53.38%)
R - Male - 18 to 34 8.70%
(5.88%, 12.66%) 		19.36%
(14.04%, 26.08%) 		40.20%
(33.24%, 47.60%) 		19.94%
(15.26%, 25.60%) 		11.80%
(7.48%, 18.10%)
R - Male - 35 to 54 8.62%
(5.90%, 12.38%) 		22.32%
(17.86%, 27.52%) 		35.98%
(30.84%, 41.48%) 		23.78%
(19.74%, 28.34%) 		9.30%
(6.56%, 13.02%)
R - Male - 55+ 8.82%
(6.74%, 11.48%) 		18.54%
(14.96%, 22.72%) 		35.20%
(31.04%, 39.62%) 		25.36%
(21.64%, 29.46%) 		12.08%
(9.94%, 14.62%)
R - Female - 18 to 34 6.26%
(3.22%, 11.82%) 		16.42%
(11.52%, 22.86%) 		32.14%
(25.54%, 39.56%) 		30.46%
(22.94%, 39.20%) 		14.72%
(9.88%, 21.38%)
R - Female - 35 to 54 7.06%
(4.88%, 10.12%) 		18.28%
(14.18%, 23.22%) 		35.42%
(29.98%, 41.26%) 		22.64%
(18.18%, 27.84%) 		16.60%
(12.74%, 21.36%)
R - Female - 55+ 6.64%
(4.66%, 9.34%) 		19.36%
(16.00%, 23.24%) 		31.58%
(27.94%, 35.46%) 		30.24%
(26.46%, 34.32%) 		12.18%
(9.48%, 15.52%)
Race
D - White 0.36%
(0.20%, 0.68%) 		5.24%
(4.28%, 6.40%) 		15.32%
(13.56%, 17.24%) 		33.42%
(30.68%, 36.26%) 		45.66%
(43.12%, 48.24%)
D - Non-white 2.54%
(1.62%, 3.92%) 		5.54%
(4.20%, 7.28%) 		15.74%
(13.44%, 18.38%) 		32.88%
(29.86%, 36.04%) 		43.30%
(39.78%, 46.90%)
R - White 7.40%
(6.30%, 8.70%) 		18.64%
(16.84%, 20.60%) 		34.48%
(32.38%, 36.62%) 		27.24%
(25.34%, 29.22%) 		12.22%
(10.54%, 14.16%)
R - Non-white 9.34%
(7.06%, 12.22%) 		21.88%
(16.94%, 27.80%) 		35.64%
(30.14%, 41.56%) 		19.48%
(15.38%, 24.40%) 		13.66%
(9.88%, 18.58%)
Education
D - College Grad 0.76%
(0.40%, 1.42%) 		5.12%
(3.88%, 6.70%) 		14.44%
(12.28%, 16.92%) 		33.52%
(30.82%, 36.34%) 		46.16%
(43.28%, 49.06%)
D - Not college grad 1.82%
(1.14%, 2.92%) 		5.60%
(4.48%, 7.02%) 		16.54%
(14.36%, 18.96%) 		33.02%
(30.14%, 36.02%) 		43.02%
(39.96%, 46.12%)
R - College Grad 6.40%
(4.96%, 8.20%) 		20.64%
(17.34%, 24.38%) 		35.92%
(32.34%, 39.68%) 		24.62%
(21.52%, 28.00%) 		12.42%
(9.94%, 15.42%)
R - Not college grad 8.54%
(7.20%, 10.10%) 		18.36%
(16.28%, 20.64%) 		33.98%
(31.30%, 36.76%) 		26.62%
(24.48%, 28.88%) 		12.52%
(10.70%, 14.58%) 
anes %>% tabtemplate1(V201121, "Proud")
Proud
Count Pct
-Refused 19 0.22%
-Don’t know 4 0.04%
Not at all 3,958 47.80%
A little 1,582 19.10%
Somewhat 1,756 21.22%
Very 705 8.50%
Extremely 257 3.10%
Proud
D Voters R Voters
Not at all 69.0% 19.5%
A little 18.7% 18.5%
Somewhat 10.5% 36.1%
Very 1.2% 19.2%
Extremely 0.6% 6.6%
Proud
Not at all A little Somewhat Very Extremely
Vote Intent
D 68.96%
(67.02%, 70.82%) 		18.72%
(17.14%, 20.42%) 		10.50%
(9.14%, 12.02%) 		1.20%
(0.80%, 1.82%) 		0.62%
(0.38%, 0.98%)
R 19.50%
(17.72%, 21.42%) 		18.52%
(16.92%, 20.24%) 		36.12%
(33.94%, 38.36%) 		19.24%
(17.28%, 21.36%) 		6.62%
(5.54%, 7.92%)
Gender
D - Male 66.62%
(63.54%, 69.58%) 		20.28%
(17.78%, 23.02%) 		10.96%
(9.06%, 13.20%) 		1.60%
(0.92%, 2.78%) 		0.54%
(0.30%, 0.96%)
D - Female 70.76%
(67.94%, 73.42%) 		17.54%
(15.56%, 19.74%) 		10.18%
(8.46%, 12.22%) 		0.84%
(0.44%, 1.56%) 		0.68%
(0.36%, 1.32%)
R - Male 18.60%
(16.26%, 21.18%) 		16.56%
(14.48%, 18.86%) 		38.30%
(35.36%, 41.32%) 		20.10%
(17.20%, 23.36%) 		6.46%
(5.24%, 7.96%)
R - Female 20.46%
(18.08%, 23.08%) 		20.66%
(18.22%, 23.32%) 		33.88%
(30.70%, 37.22%) 		18.34%
(16.30%, 20.56%) 		6.66%
(5.16%, 8.56%)
Age and Gender
D - Male - 18 to 34 64.94%
(58.56%, 70.82%) 		22.82%
(17.08%, 29.80%) 		9.76%
(6.18%, 15.08%) 		1.52%
(0.56%, 4.08%) 		0.96%
(0.32%, 2.86%)
D - Male - 35 to 54 63.72%
(58.34%, 68.76%) 		20.46%
(16.50%, 25.10%) 		13.56%
(9.96%, 18.20%) 		1.92%
(0.76%, 4.80%) 		0.34%
(0.10%, 1.10%)
D - Male - 55+ 71.40%
(67.02%, 75.42%) 		17.82%
(14.40%, 21.82%) 		8.92%
(6.54%, 12.06%) 		1.46%
(0.80%, 2.70%) 		0.40%
(0.14%, 1.12%)
D - Female - 18 to 34 75.54%
(70.22%, 80.20%) 		14.78%
(11.28%, 19.10%) 		8.16%
(5.20%, 12.56%) 		1.24%
(0.30%, 4.96%) 		0.30%
(0.04%, 2.08%)
D - Female - 35 to 54 69.74%
(65.34%, 73.80%) 		17.82%
(14.86%, 21.24%) 		10.96%
(8.06%, 14.70%) 		0.74%
(0.38%, 1.50%) 		0.72%
(0.26%, 2.10%)
D - Female - 55+ 68.98%
(64.24%, 73.34%) 		18.56%
(15.14%, 22.54%) 		10.84%
(8.30%, 14.04%) 		0.68%
(0.34%, 1.34%) 		0.96%
(0.36%, 2.50%)
R - Male - 18 to 34 22.22%
(16.44%, 29.30%) 		14.56%
(9.98%, 20.74%) 		44.88%
(37.22%, 52.78%) 		14.00%
(9.82%, 19.58%) 		4.36%
(2.28%, 8.18%)
R - Male - 35 to 54 18.34%
(14.46%, 22.96%) 		17.22%
(13.80%, 21.26%) 		37.68%
(32.68%, 42.94%) 		21.50%
(16.84%, 27.02%) 		5.28%
(3.12%, 8.78%)
R - Male - 55+ 17.52%
(14.36%, 21.22%) 		16.98%
(13.94%, 20.54%) 		35.36%
(31.08%, 39.86%) 		21.96%
(17.62%, 27.00%) 		8.18%
(6.24%, 10.66%)
R - Female - 18 to 34 23.10%
(17.06%, 30.50%) 		25.74%
(19.34%, 33.36%) 		30.42%
(23.36%, 38.52%) 		13.56%
(8.62%, 20.68%) 		7.20%
(3.50%, 14.28%)
R - Female - 35 to 54 24.02%
(19.44%, 29.30%) 		20.80%
(16.30%, 26.14%) 		32.78%
(27.42%, 38.62%) 		16.36%
(12.98%, 20.44%) 		6.04%
(3.64%, 9.88%)
R - Female - 55+ 18.40%
(15.40%, 21.84%) 		17.38%
(14.34%, 20.88%) 		35.76%
(31.74%, 39.96%) 		21.68%
(17.96%, 25.94%) 		6.80%
(4.80%, 9.52%)
Race
D - White 68.96%
(66.62%, 71.20%) 		20.08%
(18.08%, 22.22%) 		9.32%
(7.76%, 11.14%) 		1.12%
(0.66%, 1.88%) 		0.52%
(0.26%, 1.02%)
D - Non-white 68.92%
(65.40%, 72.24%) 		17.22%
(14.64%, 20.14%) 		11.80%
(9.70%, 14.32%) 		1.32%
(0.74%, 2.32%) 		0.74%
(0.38%, 1.46%)
R - White 19.42%
(17.70%, 21.26%) 		18.08%
(16.32%, 20.00%) 		36.86%
(34.54%, 39.26%) 		19.18%
(17.04%, 21.48%) 		6.46%
(5.34%, 7.78%)
R - Non-white 19.86%
(15.34%, 25.28%) 		20.38%
(16.20%, 25.30%) 		33.00%
(27.88%, 38.58%) 		19.40%
(15.10%, 24.58%) 		7.36%
(4.72%, 11.34%)
Education
D - College Grad 66.32%
(63.46%, 69.04%) 		20.86%
(18.70%, 23.18%) 		11.42%
(9.36%, 13.88%) 		1.04%
(0.54%, 2.00%) 		0.36%
(0.18%, 0.74%)
D - Not college grad 70.86%
(67.74%, 73.78%) 		17.18%
(14.68%, 20.02%) 		9.90%
(8.20%, 11.92%) 		1.22%
(0.74%, 2.00%) 		0.84%
(0.46%, 1.50%)
R - College Grad 18.00%
(15.32%, 21.04%) 		22.42%
(19.50%, 25.62%) 		34.94%
(31.32%, 38.74%) 		20.24%
(17.00%, 23.94%) 		4.38%
(3.08%, 6.20%)
R - Not college grad 20.30%
(18.06%, 22.74%) 		17.16%
(15.24%, 19.28%) 		36.46%
(33.84%, 39.16%) 		18.50%
(16.16%, 21.10%) 		7.56%
(6.14%, 9.30%) 
anes %>% tabtemplate1(V201122, "Irritated")
Irritated
Count Pct
-Refused 8 0.10%
Not at all 338 4.08%
A little 827 10.00%
Somewhat 1,722 20.80%
Very 2,601 31.42%
Extremely 2,783 33.60%
Irritated
D Voters R Voters
Not at all 1.4% 6.2%
A little 5.1% 16.1%
Somewhat 13.3% 29.3%
Very 32.9% 30.2%
Extremely 47.3% 18.2%
Irritated
Not at all A little Somewhat Very Extremely
Vote Intent
D 1.36%
(0.94%, 1.94%) 		5.08%
(4.24%, 6.10%) 		13.32%
(11.78%, 15.02%) 		32.92%
(30.76%, 35.16%) 		47.32%
(44.98%, 49.66%)
R 6.22%
(5.26%, 7.34%) 		16.10%
(14.20%, 18.20%) 		29.32%
(27.08%, 31.64%) 		30.16%
(28.02%, 32.38%) 		18.22%
(16.34%, 20.28%)
Gender
D - Male 1.48%
(0.86%, 2.58%) 		4.44%
(3.34%, 5.88%) 		15.84%
(13.40%, 18.62%) 		34.82%
(31.62%, 38.18%) 		43.42%
(40.20%, 46.70%)
D - Female 1.26%
(0.80%, 1.98%) 		5.62%
(4.44%, 7.08%) 		11.30%
(9.66%, 13.18%) 		31.46%
(28.72%, 34.32%) 		50.38%
(47.32%, 53.46%)
R - Male 6.06%
(4.74%, 7.74%) 		15.92%
(13.42%, 18.78%) 		30.34%
(27.46%, 33.36%) 		29.22%
(26.48%, 32.12%) 		18.48%
(16.18%, 21.02%)
R - Female 6.38%
(4.92%, 8.24%) 		16.28%
(13.60%, 19.34%) 		28.08%
(25.20%, 31.16%) 		31.20%
(28.36%, 34.18%) 		18.06%
(15.72%, 20.68%)
Age and Gender
D - Male - 18 to 34 2.02%
(0.84%, 4.76%) 		4.26%
(2.06%, 8.58%) 		18.06%
(13.14%, 24.30%) 		35.94%
(29.56%, 42.86%) 		39.72%
(33.46%, 46.32%)
D - Male - 35 to 54 1.96%
(0.82%, 4.68%) 		3.94%
(2.66%, 5.78%) 		16.60%
(12.78%, 21.28%) 		32.62%
(27.66%, 37.98%) 		44.88%
(39.50%, 50.40%)
D - Male - 55+ 0.70%
(0.22%, 2.12%) 		4.94%
(3.28%, 7.36%) 		12.90%
(10.16%, 16.26%) 		36.12%
(31.98%, 40.50%) 		45.34%
(40.48%, 50.26%)
D - Female - 18 to 34 2.08%
(0.88%, 4.82%) 		3.40%
(1.92%, 5.96%) 		10.62%
(7.40%, 15.04%) 		28.90%
(23.56%, 34.88%) 		55.00%
(48.62%, 61.20%)
D - Female - 35 to 54 0.78%
(0.34%, 1.80%) 		5.02%
(3.08%, 8.12%) 		12.16%
(9.52%, 15.42%) 		33.64%
(29.88%, 37.62%) 		48.40%
(43.94%, 52.88%)
D - Female - 55+ 0.94%
(0.46%, 1.88%) 		7.32%
(5.34%, 9.96%) 		10.46%
(8.46%, 12.86%) 		30.98%
(26.76%, 35.54%) 		50.30%
(45.88%, 54.72%)
R - Male - 18 to 34 6.20%
(3.48%, 10.86%) 		14.90%
(10.06%, 21.50%) 		36.50%
(29.14%, 44.54%) 		23.26%
(17.26%, 30.60%) 		19.12%
(13.36%, 26.60%)
R - Male - 35 to 54 8.06%
(4.98%, 12.76%) 		18.32%
(14.02%, 23.58%) 		28.74%
(24.00%, 34.02%) 		29.64%
(25.02%, 34.74%) 		15.24%
(11.72%, 19.54%)
R - Male - 55+ 4.60%
(3.20%, 6.60%) 		15.02%
(12.06%, 18.56%) 		28.82%
(25.04%, 32.94%) 		31.18%
(27.80%, 34.78%) 		20.36%
(17.04%, 24.12%)
R - Female - 18 to 34 7.30%
(4.34%, 12.06%) 		20.32%
(14.20%, 28.22%) 		31.56%
(24.36%, 39.78%) 		26.32%
(19.90%, 33.94%) 		14.50%
(9.80%, 20.92%)
R - Female - 35 to 54 7.08%
(4.64%, 10.66%) 		14.90%
(11.10%, 19.70%) 		26.88%
(21.88%, 32.54%) 		30.52%
(25.46%, 36.10%) 		20.64%
(16.26%, 25.82%)
R - Female - 55+ 5.04%
(3.28%, 7.66%) 		14.88%
(11.70%, 18.74%) 		27.98%
(23.90%, 32.46%) 		33.52%
(29.38%, 37.92%) 		18.58%
(15.34%, 22.32%)
Race
D - White 0.78%
(0.46%, 1.30%) 		3.80%
(2.90%, 4.96%) 		12.36%
(10.64%, 14.34%) 		32.54%
(30.04%, 35.16%) 		50.50%
(47.92%, 53.10%)
D - Non-white 2.06%
(1.28%, 3.26%) 		6.74%
(5.26%, 8.62%) 		14.32%
(11.96%, 17.08%) 		33.50%
(30.22%, 36.94%) 		43.38%
(39.70%, 47.14%)
R - White 5.36%
(4.40%, 6.54%) 		15.48%
(13.52%, 17.68%) 		28.90%
(26.46%, 31.46%) 		31.78%
(29.42%, 34.22%) 		18.48%
(16.48%, 20.64%)
R - Non-white 9.48%
(6.66%, 13.32%) 		19.00%
(14.80%, 24.08%) 		31.26%
(26.48%, 36.48%) 		23.06%
(18.60%, 28.20%) 		17.20%
(12.86%, 22.62%)
Education
D - College Grad 1.00%
(0.58%, 1.72%) 		3.38%
(2.50%, 4.58%) 		11.74%
(9.96%, 13.82%) 		32.28%
(29.56%, 35.12%) 		51.58%
(48.70%, 54.46%)
D - Not college grad 1.64%
(1.04%, 2.60%) 		6.42%
(5.14%, 7.98%) 		14.52%
(12.36%, 16.98%) 		33.70%
(30.64%, 36.90%) 		43.72%
(40.44%, 47.06%)
R - College Grad 5.24%
(3.76%, 7.26%) 		16.18%
(13.18%, 19.70%) 		28.82%
(25.66%, 32.20%) 		32.40%
(29.06%, 35.92%) 		17.38%
(14.52%, 20.68%)
R - Not college grad 6.74%
(5.42%, 8.32%) 		15.74%
(13.62%, 18.10%) 		29.78%
(27.04%, 32.68%) 		29.26%
(26.64%, 32.00%) 		18.50%
(16.44%, 20.76%) 
anes %>% tabtemplate1(V201123, "Nervous")
Nervous
Count Pct
-Refused 6 0.08%
Not at all 561 6.78%
A little 1,147 13.86%
Somewhat 2,154 26.00%
Very 2,279 27.52%
Extremely 2,134 25.76%
Nervous
D Voters R Voters
Not at all 2.5% 10.8%
A little 7.2% 22.4%
Somewhat 18.7% 34.4%
Very 32.6% 21.8%
Extremely 38.9% 10.6%
Nervous
Not at all A little Somewhat Very Extremely
Vote Intent
D 2.54%
(1.92%, 3.36%) 		7.20%
(6.06%, 8.52%) 		18.74%
(17.18%, 20.40%) 		32.58%
(30.72%, 34.50%) 		38.94%
(36.94%, 40.98%)
R 10.76%
(9.54%, 12.12%) 		22.42%
(20.52%, 24.44%) 		34.38%
(32.46%, 36.34%) 		21.80%
(20.14%, 23.58%) 		10.64%
(8.96%, 12.58%)
Gender
D - Male 3.36%
(2.18%, 5.14%) 		8.72%
(6.72%, 11.22%) 		21.94%
(19.56%, 24.54%) 		34.44%
(31.52%, 37.46%) 		31.54%
(28.74%, 34.50%)
D - Female 1.90%
(1.30%, 2.78%) 		5.98%
(4.76%, 7.50%) 		16.02%
(13.94%, 18.34%) 		31.10%
(28.68%, 33.64%) 		44.98%
(42.28%, 47.72%)
R - Male 12.90%
(11.04%, 15.02%) 		22.92%
(20.32%, 25.76%) 		34.96%
(31.98%, 38.08%) 		20.24%
(17.78%, 22.94%) 		8.96%
(7.18%, 11.14%)
R - Female 8.40%
(6.88%, 10.22%) 		21.70%
(19.00%, 24.66%) 		33.82%
(31.10%, 36.64%) 		23.62%
(21.20%, 26.24%) 		12.44%
(10.32%, 14.94%)
Age and Gender
D - Male - 18 to 34 4.16%
(2.18%, 7.76%) 		10.68%
(6.72%, 16.58%) 		25.38%
(20.44%, 31.08%) 		31.44%
(25.92%, 37.56%) 		28.32%
(22.78%, 34.60%)
D - Male - 35 to 54 3.04%
(1.60%, 5.70%) 		10.84%
(7.36%, 15.70%) 		20.18%
(15.94%, 25.20%) 		33.66%
(28.80%, 38.90%) 		32.26%
(27.68%, 37.22%)
D - Male - 55+ 3.20%
(1.32%, 7.60%) 		5.42%
(3.76%, 7.74%) 		20.54%
(16.78%, 24.88%) 		38.54%
(33.66%, 43.66%) 		32.30%
(27.88%, 37.04%)
D - Female - 18 to 34 1.08%
(0.38%, 3.02%) 		5.30%
(3.28%, 8.46%) 		14.50%
(10.60%, 19.50%) 		32.06%
(27.04%, 37.54%) 		47.08%
(42.00%, 52.20%)
D - Female - 35 to 54 1.10%
(0.54%, 2.22%) 		7.28%
(4.96%, 10.60%) 		16.94%
(13.76%, 20.66%) 		30.46%
(26.52%, 34.70%) 		44.22%
(39.28%, 49.28%)
D - Female - 55+ 3.04%
(1.84%, 4.98%) 		5.62%
(3.94%, 7.94%) 		15.10%
(12.34%, 18.38%) 		30.90%
(27.18%, 34.88%) 		45.34%
(41.04%, 49.72%)
R - Male - 18 to 34 11.54%
(7.86%, 16.62%) 		23.82%
(18.20%, 30.54%) 		34.58%
(28.54%, 41.16%) 		18.32%
(12.90%, 25.34%) 		11.74%
(7.32%, 18.28%)
R - Male - 35 to 54 13.92%
(10.16%, 18.80%) 		28.42%
(23.38%, 34.08%) 		31.80%
(26.06%, 38.16%) 		19.00%
(14.80%, 24.06%) 		6.84%
(4.70%, 9.84%)
R - Male - 55+ 12.96%
(10.36%, 16.12%) 		18.50%
(14.98%, 22.62%) 		36.94%
(32.62%, 41.44%) 		22.52%
(19.00%, 26.46%) 		9.10%
(6.78%, 12.10%)
R - Female - 18 to 34 8.52%
(5.32%, 13.36%) 		17.12%
(11.92%, 24.00%) 		38.34%
(30.66%, 46.64%) 		23.02%
(16.56%, 31.02%) 		13.02%
(8.54%, 19.34%)
R - Female - 35 to 54 6.64%
(4.48%, 9.74%) 		19.00%
(14.90%, 23.90%) 		40.04%
(34.80%, 45.52%) 		22.26%
(18.42%, 26.64%) 		12.06%
(8.78%, 16.34%)
R - Female - 55+ 9.22%
(6.90%, 12.24%) 		25.18%
(21.10%, 29.74%) 		28.86%
(25.24%, 32.78%) 		24.80%
(21.58%, 28.32%) 		11.94%
(9.14%, 15.44%)
Race
D - White 1.60%
(1.04%, 2.46%) 		5.78%
(4.70%, 7.08%) 		18.40%
(16.54%, 20.40%) 		33.68%
(31.14%, 36.32%) 		40.54%
(38.08%, 43.06%)
D - Non-white 3.64%
(2.50%, 5.30%) 		9.04%
(7.10%, 11.46%) 		19.08%
(16.58%, 21.86%) 		31.54%
(28.60%, 34.64%) 		36.70%
(33.24%, 40.28%)
R - White 10.26%
(8.90%, 11.82%) 		22.04%
(20.08%, 24.14%) 		34.70%
(32.60%, 36.86%) 		22.68%
(20.80%, 24.70%) 		10.30%
(8.58%, 12.32%)
R - Non-white 12.74%
(9.58%, 16.76%) 		24.12%
(19.34%, 29.66%) 		32.64%
(27.28%, 38.50%) 		18.38%
(14.54%, 22.96%) 		12.12%
(8.66%, 16.72%)
Education
D - College Grad 1.68%
(1.04%, 2.74%) 		6.90%
(5.36%, 8.84%) 		18.26%
(16.08%, 20.66%) 		32.58%
(29.72%, 35.56%) 		40.58%
(37.82%, 43.40%)
D - Not college grad 3.30%
(2.32%, 4.68%) 		7.36%
(5.70%, 9.46%) 		19.38%
(17.12%, 21.86%) 		32.72%
(30.00%, 35.56%) 		37.24%
(34.44%, 40.14%)
R - College Grad 9.32%
(7.42%, 11.64%) 		22.52%
(19.18%, 26.24%) 		34.42%
(31.02%, 38.00%) 		22.64%
(19.54%, 26.08%) 		11.10%
(8.62%, 14.16%)
R - Not college grad 11.30%
(9.68%, 13.14%) 		21.98%
(19.66%, 24.48%) 		34.54%
(32.16%, 37.02%) 		21.74%
(19.72%, 23.92%) 		10.42%
(8.56%, 12.66%)

Summary visualizations

Not many US voters feel happy or proud—even among Trump voters—while a good chunk are outraged and irritated.

anes %>%
  select(V201115:V201123, V200010a) %>%
  howgoes_recodes() %>%
  pivot_longer(cols = V201115:V201123, names_to = "var_name", values_to = "howfeels") %>%
  group_by(var_name, howfeels) %>%
  summarize(n = sum(V200010a)) %>%
  filter(!is.na(howfeels)) %>%
  mutate(p = n / sum(n), howfeels = as_factor(howfeels)) %>%
  ungroup() %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201115","V201116","V201117","V201118","V201119","V201120","V201121","V201122","V201123"),
      labels = c("Hopeful","Afraid","Outraged","Angry","Happy","Worried","Proud","Irritated","Nervous")
    )
  ) %>%
  ggplot(aes(x = var_label, y = p, fill = howfeels)) +
    geom_bar(position = "fill", stat = "identity") +
    scale_y_continuous(labels=percent) +
    labs(
      title = "How do you feel about how things are going in the country?",
      x = "", y = "", fill = ""
    ) +
    theme(plot.title = element_text(hjust = 0.5))

anes %>%
  filter(!is.na(preintent)) %>%
  select(V201115:V201123, preintent, V200010a) %>%
  howgoes_recodes() %>%
  pivot_longer(cols = V201115:V201123, names_to = "var_name", values_to = "howfeels") %>%
  group_by(preintent, var_name, howfeels) %>%
  summarize(n = sum(V200010a)) %>%
  filter(!is.na(howfeels)) %>%
  mutate(p = n / sum(n), howfeels = as_factor(howfeels)) %>%
  ungroup() %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201115","V201116","V201117","V201118","V201119","V201120","V201121","V201122","V201123"),
      labels = c("Hopeful","Afraid","Outraged","Angry","Happy","Worried","Proud","Irritated","Nervous")
    )
  ) %>%
  ggplot(aes(x = preintent, y = p, fill = howfeels)) +
    geom_bar(stat = "identity", position = "fill") +
    facet_grid(~var_label) +
    scale_y_continuous(labels=percent) +
    labs(
      title = "How do you feel about how things are going in the country?",
      subtitle = "among likely Democratic vs Republican voters",
      x = "", y = "", fill = ""
    ) +
    theme(
      plot.title = element_text(hjust = 0.5),
      plot.subtitle = element_text(hjust = 0.5)
    )

To de-clutter the plot, let’s focus only on the “Top 2 box”, those who say “Extremely” or “Very”, and plot that along with the 95% confidence intervals to see how the feelings of Biden voters and Trump voters are different.

anespre <- as_survey_design(
  svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=anes, nest=TRUE)
)

t2b <- function(x) {
  survey_mean(x >= 4, proportion = TRUE, vartype = "ci", na.rm = TRUE)
}

t1 <- anespre %>%
  filter(!is.na(preintent)) %>%
  group_by(preintent) %>%
  summarize(across(V201115:V201123, t2b))

t2 <- t1 %>%
  pivot_longer(cols = -preintent, names_to = "result", values_to = "val") %>%
  separate(result, c("var_name", "modif")) %>%
  replace_na(list(modif = "p")) %>%
  pivot_wider(names_from = "modif", values_from = "val") %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201115","V201116","V201117","V201118","V201119","V201120","V201121","V201122","V201123"),
      labels = c("Hopeful","Afraid","Outraged","Angry","Happy","Worried","Proud","Irritated","Nervous")
    )
  )

ggplot(data = t2, aes(x = preintent, y = p, fill = preintent, ymax = upp, ymin = low)) +
  geom_bar(stat = "identity", position = "dodge") +
  facet_grid(~var_label) +
  scale_y_continuous(labels=percent) +
  scale_fill_manual(values=polifillcolors) +
  geom_errorbar(position = position_dodge(width = 0.9), width = 0.1) +
  labs(
    title = "Top 2 box - Extremely/Very - feel about how things are going in the country",
    subtitle = "among likely Democratic vs Republican voters",
    x = "", y = "", fill = ""
  ) +
  theme(
    plot.title = element_text(hjust = 0.5),
    plot.subtitle = element_text(hjust = 0.5)
  )

Approval ratings

In this section, repondents are asked to provide their approval rating of Congress, the President on multiple issues, and COVID-19 response. Plots for these can also be found below.

anes %>% tabtemplate1(V201126x, "Approval of Congress handling its job")
Approval of Congress handling its job
Count Pct
-DK/RF in V201124 or V201125 109 1.32%
Approve strongly 513 6.20%
Approve not strongly 1,037 12.52%
Disapprove not strongly 1,681 20.30%
Disapprove strongly 4,940 59.66%
Approval of Congress handling its job
D Voters R Voters
Approve strongly 6.2% 6.8%
Approve not strongly 11.6% 13.1%
Disapprove not strongly 21.6% 16.6%
Disapprove strongly 60.6% 63.4%
Approval of Congress handling its job
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 6.16%
(5.12%, 7.40%) 		11.56%
(10.26%, 13.00%) 		21.64%
(19.88%, 23.50%) 		60.62%
(58.22%, 62.98%)
R 6.80%
(5.72%, 8.08%) 		13.14%
(11.66%, 14.78%) 		16.62%
(14.82%, 18.60%) 		63.44%
(61.04%, 65.78%)
Gender
D - Male 7.24%
(5.44%, 9.58%) 		12.10%
(10.12%, 14.38%) 		20.12%
(17.46%, 23.08%) 		60.54%
(57.08%, 63.92%)
D - Female 5.30%
(4.28%, 6.56%) 		11.18%
(9.40%, 13.26%) 		22.96%
(20.62%, 25.48%) 		60.56%
(57.54%, 63.52%)
R - Male 5.46%
(4.18%, 7.08%) 		11.86%
(9.90%, 14.12%) 		15.38%
(13.06%, 18.02%) 		67.32%
(64.20%, 70.30%)
R - Female 8.06%
(6.44%, 10.06%) 		14.54%
(12.46%, 16.92%) 		17.98%
(15.48%, 20.78%) 		59.42%
(55.82%, 62.92%)
Age and Gender
D - Male - 18 to 34 6.00%
(3.32%, 10.58%) 		11.70%
(7.48%, 17.84%) 		27.38%
(20.98%, 34.86%) 		54.94%
(47.52%, 62.14%)
D - Male - 35 to 54 5.80%
(3.72%, 8.96%) 		13.96%
(10.78%, 17.90%) 		22.10%
(17.64%, 27.30%) 		58.14%
(52.28%, 63.78%)
D - Male - 55+ 9.10%
(5.94%, 13.68%) 		10.86%
(8.20%, 14.26%) 		12.52%
(9.98%, 15.58%) 		67.52%
(62.54%, 72.14%)
D - Female - 18 to 34 2.62%
(1.32%, 5.20%) 		11.66%
(8.40%, 15.96%) 		31.42%
(26.44%, 36.88%) 		54.28%
(48.50%, 59.96%)
D - Female - 35 to 54 5.02%
(3.60%, 6.96%) 		13.00%
(9.82%, 17.02%) 		25.38%
(21.46%, 29.74%) 		56.60%
(51.42%, 61.64%)
D - Female - 55+ 7.12%
(5.12%, 9.86%) 		8.98%
(6.82%, 11.72%) 		15.70%
(12.64%, 19.34%) 		68.20%
(63.18%, 72.82%)
R - Male - 18 to 34 6.36%
(3.68%, 10.80%) 		18.38%
(13.18%, 25.04%) 		23.84%
(17.24%, 32.02%) 		51.40%
(43.26%, 59.48%)
R - Male - 35 to 54 6.50%
(4.14%, 10.08%) 		14.50%
(11.00%, 18.88%) 		18.56%
(14.62%, 23.24%) 		60.44%
(55.02%, 65.62%)
R - Male - 55+ 4.36%
(2.98%, 6.34%) 		6.72%
(5.00%, 9.00%) 		9.32%
(7.26%, 11.92%) 		79.58%
(76.02%, 82.74%)
R - Female - 18 to 34 16.64%
(11.50%, 23.48%) 		23.44%
(17.58%, 30.56%) 		21.18%
(15.82%, 27.72%) 		38.74%
(31.40%, 46.62%)
R - Female - 35 to 54 8.44%
(5.76%, 12.18%) 		14.36%
(11.02%, 18.50%) 		20.52%
(15.90%, 26.04%) 		56.70%
(50.04%, 63.14%)
R - Female - 55+ 4.62%
(3.06%, 6.96%) 		10.42%
(7.66%, 14.04%) 		14.00%
(11.04%, 17.62%) 		70.94%
(66.10%, 75.34%)
Race
D - White 3.54%
(2.68%, 4.66%) 		10.66%
(9.18%, 12.34%) 		20.52%
(18.34%, 22.88%) 		65.28%
(62.60%, 67.88%)
D - Non-white 9.46%
(7.56%, 11.74%) 		12.80%
(10.40%, 15.62%) 		23.18%
(20.30%, 26.34%) 		54.58%
(50.76%, 58.34%)
R - White 5.38%
(4.30%, 6.72%) 		13.06%
(11.42%, 14.90%) 		16.66%
(14.74%, 18.76%) 		64.90%
(62.24%, 67.46%)
R - Non-white 12.94%
(9.90%, 16.74%) 		13.52%
(10.04%, 17.98%) 		16.72%
(12.76%, 21.60%) 		56.80%
(51.50%, 61.98%)
Education
D - College Grad 4.00%
(3.14%, 5.08%) 		11.30%
(9.64%, 13.22%) 		21.30%
(18.74%, 24.10%) 		63.40%
(60.46%, 66.22%)
D - Not college grad 7.92%
(6.30%, 9.92%) 		12.04%
(10.12%, 14.28%) 		21.98%
(19.50%, 24.68%) 		58.06%
(54.46%, 61.56%)
R - College Grad 4.02%
(2.80%, 5.76%) 		15.04%
(12.30%, 18.26%) 		16.34%
(13.68%, 19.40%) 		64.60%
(60.44%, 68.54%)
R - Not college grad 8.12%
(6.68%, 9.84%) 		12.16%
(10.48%, 14.08%) 		16.84%
(14.50%, 19.48%) 		62.88%
(59.94%, 65.72%) 
anes %>% tabtemplate1(V201129x, "Approval of President handling job")
Approval of President handling job
Count Pct
-DK/RF in V201127 or V201128 56 0.68%
Approve strongly 2,555 30.86%
Approve not strongly 774 9.34%
Disapprove not strongly 538 6.50%
Disapprove strongly 4,357 52.62%
Approval of President handling job
D Voters R Voters
Approve strongly 1.2% 75.4%
Approve not strongly 1.2% 18.0%
Disapprove not strongly 5.4% 4.2%
Disapprove strongly 92.2% 2.4%
Approval of President handling job
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 1.20%
(0.76%, 1.88%) 		1.22%
(0.86%, 1.68%) 		5.40%
(4.46%, 6.52%) 		92.20%
(90.86%, 93.36%)
R 75.40%
(73.50%, 77.22%) 		17.96%
(16.36%, 19.66%) 		4.20%
(3.34%, 5.26%) 		2.44%
(1.78%, 3.36%)
Gender
D - Male 1.62%
(0.90%, 2.88%) 		1.24%
(0.74%, 2.06%) 		6.00%
(4.58%, 7.82%) 		91.16%
(88.96%, 92.94%)
D - Female 0.86%
(0.44%, 1.66%) 		1.20%
(0.74%, 1.92%) 		4.94%
(3.74%, 6.52%) 		93.00%
(91.26%, 94.42%)
R - Male 74.46%
(71.72%, 77.02%) 		17.94%
(15.80%, 20.30%) 		5.02%
(3.68%, 6.80%) 		2.58%
(1.72%, 3.88%)
R - Female 76.34%
(73.36%, 79.10%) 		17.98%
(15.64%, 20.58%) 		3.38%
(2.40%, 4.70%) 		2.32%
(1.44%, 3.70%)
Age and Gender
D - Male - 18 to 34 1.46%
(0.38%, 5.62%) 		1.58%
(0.54%, 4.46%) 		7.22%
(4.26%, 11.96%) 		89.74%
(84.46%, 93.38%)
D - Male - 35 to 54 3.28%
(1.60%, 6.62%) 		0.96%
(0.46%, 2.00%) 		5.74%
(3.70%, 8.80%) 		90.02%
(86.10%, 92.92%)
D - Male - 55+ 0.24%
(0.06%, 0.88%) 		1.22%
(0.52%, 2.86%) 		4.64%
(3.04%, 7.02%) 		93.90%
(91.22%, 95.80%)
D - Female - 18 to 34 2.02%
(0.78%, 5.06%) 		1.04%
(0.44%, 2.46%) 		4.44%
(2.40%, 8.10%) 		92.50%
(88.36%, 95.26%)
D - Female - 35 to 54 0.78%
(0.26%, 2.30%) 		1.72%
(0.86%, 3.38%) 		6.02%
(4.10%, 8.74%) 		91.50%
(88.64%, 93.68%)
D - Female - 55+ 0.20%
(0.06%, 0.74%) 		0.98%
(0.38%, 2.52%) 		4.26%
(2.72%, 6.64%) 		94.54%
(92.00%, 96.32%)
R - Male - 18 to 34 65.70%
(57.64%, 72.94%) 		22.16%
(16.32%, 29.32%) 		7.64%
(4.20%, 13.48%) 		4.52%
(1.96%, 10.12%)
R - Male - 35 to 54 73.12%
(67.98%, 77.70%) 		20.32%
(16.38%, 24.94%) 		4.52%
(2.76%, 7.30%) 		2.04%
(1.04%, 3.96%)
R - Male - 55+ 79.14%
(75.38%, 82.46%) 		14.64%
(11.70%, 18.16%) 		4.46%
(2.58%, 7.56%) 		1.76%
(0.86%, 3.58%)
R - Female - 18 to 34 62.52%
(54.12%, 70.22%) 		26.32%
(19.48%, 34.54%) 		6.88%
(3.70%, 12.38%) 		4.30%
(1.98%, 9.04%)
R - Female - 35 to 54 77.62%
(72.96%, 81.68%) 		16.26%
(12.70%, 20.60%) 		3.14%
(1.90%, 5.16%) 		2.98%
(1.46%, 5.96%)
R - Female - 55+ 81.86%
(78.02%, 85.16%) 		15.44%
(12.54%, 18.86%) 		1.98%
(1.10%, 3.58%) 		0.72%
(0.36%, 1.44%)
Race
D - White 0.72%
(0.34%, 1.50%) 		1.22%
(0.80%, 1.82%) 		4.30%
(3.34%, 5.52%) 		93.76%
(92.30%, 94.96%)
D - Non-white 1.80%
(1.02%, 3.14%) 		1.20%
(0.66%, 2.20%) 		6.78%
(5.26%, 8.70%) 		90.22%
(87.76%, 92.22%)
R - White 77.40%
(75.26%, 79.40%) 		17.24%
(15.42%, 19.24%) 		3.96%
(2.98%, 5.24%) 		1.40%
(1.02%, 1.94%)
R - Non-white 66.48%
(61.36%, 71.24%) 		20.88%
(16.72%, 25.78%) 		5.36%
(3.58%, 7.96%) 		7.28%
(4.36%, 11.92%)
Education
D - College Grad 0.38%
(0.16%, 0.84%) 		1.08%
(0.68%, 1.74%) 		4.16%
(2.90%, 5.94%) 		94.38%
(92.48%, 95.82%)
D - Not college grad 1.88%
(1.12%, 3.14%) 		1.34%
(0.84%, 2.18%) 		6.32%
(5.00%, 7.98%) 		90.46%
(88.32%, 92.22%)
R - College Grad 67.20%
(63.12%, 71.06%) 		24.24%
(20.94%, 27.86%) 		6.32%
(4.30%, 9.18%) 		2.24%
(1.40%, 3.60%)
R - Not college grad 78.90%
(76.68%, 80.98%) 		15.16%
(13.36%, 17.14%) 		3.38%
(2.50%, 4.52%) 		2.56%
(1.72%, 3.82%) 
anes %>% tabtemplate1(V201132x, "Approval of President handling economy")
Approval of President handling economy
Count Pct
-DK/RF in V201130 or V201131 43 0.52%
Approve strongly 3,219 38.88%
Approve not strongly 966 11.68%
Disapprove not strongly 682 8.24%
Disapprove strongly 3,369 40.70%
Approval of President handling economy
D Voters R Voters
Approve strongly 4.6% 87.7%
Approve not strongly 10.1% 9.8%
Disapprove not strongly 12.4% 1.2%
Disapprove strongly 72.9% 1.3%
Approval of President handling economy
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 4.58%
(3.76%, 5.58%) 		10.10%
(8.66%, 11.76%) 		12.36%
(11.08%, 13.76%) 		72.94%
(70.78%, 75.02%)
R 87.74%
(86.14%, 89.20%) 		9.80%
(8.52%, 11.28%) 		1.16%
(0.78%, 1.70%) 		1.28%
(0.82%, 2.04%)
Gender
D - Male 5.48%
(4.12%, 7.26%) 		12.00%
(9.84%, 14.54%) 		12.34%
(10.56%, 14.40%) 		70.18%
(66.98%, 73.20%)
D - Female 3.88%
(2.92%, 5.16%) 		8.52%
(6.98%, 10.36%) 		12.40%
(10.62%, 14.46%) 		75.20%
(72.46%, 77.74%)
R - Male 88.48%
(86.12%, 90.48%) 		9.28%
(7.50%, 11.46%) 		1.10%
(0.60%, 2.06%) 		1.12%
(0.52%, 2.36%)
R - Female 87.02%
(84.70%, 89.04%) 		10.26%
(8.52%, 12.32%) 		1.22%
(0.68%, 2.18%) 		1.48%
(0.84%, 2.58%)
Age and Gender
D - Male - 18 to 34 6.00%
(3.34%, 10.54%) 		17.38%
(12.76%, 23.22%) 		12.72%
(9.22%, 17.32%) 		63.90%
(56.98%, 70.28%)
D - Male - 35 to 54 7.24%
(4.74%, 10.92%) 		11.02%
(7.98%, 15.06%) 		12.98%
(9.76%, 17.06%) 		68.74%
(64.04%, 73.10%)
D - Male - 55+ 3.50%
(2.06%, 5.88%) 		8.48%
(5.98%, 11.90%) 		11.32%
(8.60%, 14.78%) 		76.68%
(71.84%, 80.92%)
D - Female - 18 to 34 3.98%
(2.22%, 7.06%) 		7.92%
(5.38%, 11.54%) 		17.80%
(13.50%, 23.12%) 		70.28%
(64.00%, 75.88%)
D - Female - 35 to 54 5.06%
(3.16%, 8.04%) 		9.42%
(7.02%, 12.54%) 		11.80%
(8.98%, 15.36%) 		73.70%
(68.88%, 78.02%)
D - Female - 55+ 2.96%
(1.80%, 4.80%) 		8.26%
(6.02%, 11.24%) 		8.70%
(6.78%, 11.14%) 		80.06%
(76.46%, 83.24%)
R - Male - 18 to 34 81.54%
(73.92%, 87.32%) 		13.54%
(8.62%, 20.62%) 		2.08%
(0.66%, 6.40%) 		2.84%
(0.94%, 8.30%)
R - Male - 35 to 54 87.76%
(84.04%, 90.72%) 		9.80%
(7.08%, 13.44%) 		0.88%
(0.36%, 2.18%) 		1.56%
(0.54%, 4.32%)
R - Male - 55+ 91.96%
(89.02%, 94.16%) 		7.12%
(5.10%, 9.86%) 		0.86%
(0.34%, 2.24%) 		0.06%
(0.00%, 0.46%)
R - Female - 18 to 34 79.42%
(71.80%, 85.40%) 		14.48%
(9.64%, 21.22%) 		1.38%
(0.54%, 3.46%) 		4.72%
(2.04%, 10.56%)
R - Female - 35 to 54 85.16%
(80.80%, 88.66%) 		12.02%
(8.98%, 15.90%) 		1.54%
(0.58%, 3.94%) 		1.28%
(0.58%, 2.88%)
R - Female - 55+ 91.60%
(88.88%, 93.68%) 		6.82%
(5.08%, 9.08%) 		1.10%
(0.42%, 2.88%) 		0.50%
(0.20%, 1.28%)
Race
D - White 4.02%
(3.10%, 5.20%) 		11.18%
(9.38%, 13.28%) 		13.60%
(12.10%, 15.24%) 		71.20%
(68.60%, 73.66%)
D - Non-white 5.36%
(3.88%, 7.34%) 		8.92%
(7.00%, 11.30%) 		10.60%
(8.70%, 12.84%) 		75.14%
(71.52%, 78.42%)
R - White 88.98%
(87.32%, 90.42%) 		9.22%
(7.90%, 10.74%) 		1.08%
(0.64%, 1.76%) 		0.74%
(0.40%, 1.34%)
R - Non-white 82.34%
(77.40%, 86.40%) 		12.26%
(9.12%, 16.30%) 		1.60%
(0.64%, 3.98%) 		3.80%
(1.92%, 7.36%)
Education
D - College Grad 3.92%
(2.84%, 5.36%) 		9.54%
(7.88%, 11.50%) 		13.02%
(11.20%, 15.08%) 		73.52%
(70.78%, 76.10%)
D - Not college grad 5.12%
(3.88%, 6.72%) 		10.78%
(8.86%, 13.06%) 		12.12%
(10.26%, 14.24%) 		71.98%
(68.74%, 75.02%)
R - College Grad 86.90%
(83.74%, 89.52%) 		12.08%
(9.48%, 15.30%) 		0.78%
(0.42%, 1.50%) 		0.22%
(0.08%, 0.60%)
R - Not college grad 87.96%
(85.94%, 89.72%) 		8.94%
(7.40%, 10.76%) 		1.34%
(0.88%, 2.06%) 		1.76%
(1.08%, 2.86%) 
anes %>% tabtemplate1(V201135x, "Approval of President handling foreign relations")
Approval of President handling foreign relations
Count Pct
-DK/RF in V201133 or V201134 53 0.64%
Approve strongly 2,619 31.64%
Approve not strongly 801 9.68%
Disapprove not strongly 753 9.10%
Disapprove strongly 4,054 48.96%
Approval of President handling foreign relations
D Voters R Voters
Approve strongly 2.1% 74.6%
Approve not strongly 3.0% 16.3%
Disapprove not strongly 9.8% 5.1%
Disapprove strongly 85.1% 4.0%
Approval of President handling foreign relations
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 2.12%
(1.56%, 2.86%) 		3.02%
(2.32%, 3.92%) 		9.76%
(8.58%, 11.06%) 		85.10%
(83.56%, 86.52%)
R 74.58%
(72.58%, 76.48%) 		16.28%
(14.72%, 17.96%) 		5.10%
(4.22%, 6.16%) 		4.04%
(3.04%, 5.36%)
Gender
D - Male 2.64%
(1.72%, 4.04%) 		3.64%
(2.50%, 5.30%) 		9.70%
(7.88%, 11.88%) 		84.02%
(81.72%, 86.06%)
D - Female 1.70%
(1.12%, 2.56%) 		2.54%
(1.76%, 3.66%) 		9.74%
(8.26%, 11.42%) 		86.02%
(83.94%, 87.88%)
R - Male 75.58%
(72.56%, 78.38%) 		15.88%
(13.56%, 18.52%) 		3.92%
(2.98%, 5.16%) 		4.60%
(3.10%, 6.78%)
R - Female 73.44%
(70.40%, 76.26%) 		16.68%
(14.46%, 19.14%) 		6.42%
(4.90%, 8.34%) 		3.48%
(2.30%, 5.22%)
Age and Gender
D - Male - 18 to 34 1.96%
(0.66%, 5.66%) 		5.48%
(2.98%, 9.88%) 		14.28%
(10.04%, 19.92%) 		78.28%
(72.30%, 83.24%)
D - Male - 35 to 54 3.48%
(1.82%, 6.60%) 		3.70%
(1.92%, 7.00%) 		7.18%
(5.00%, 10.18%) 		85.64%
(81.66%, 88.86%)
D - Male - 55+ 2.42%
(1.32%, 4.40%) 		2.14%
(0.96%, 4.76%) 		8.20%
(5.56%, 11.96%) 		87.22%
(83.28%, 90.36%)
D - Female - 18 to 34 1.70%
(0.84%, 3.42%) 		1.32%
(0.60%, 2.90%) 		12.40%
(9.10%, 16.70%) 		84.58%
(79.88%, 88.34%)
D - Female - 35 to 54 1.60%
(0.72%, 3.44%) 		3.34%
(1.82%, 6.00%) 		9.56%
(7.12%, 12.72%) 		85.52%
(81.84%, 88.56%)
D - Female - 55+ 1.82%
(0.90%, 3.64%) 		2.62%
(1.48%, 4.60%) 		7.80%
(5.52%, 10.90%) 		87.76%
(84.14%, 90.64%)
R - Male - 18 to 34 64.38%
(55.94%, 72.02%) 		23.20%
(16.54%, 31.54%) 		7.28%
(4.18%, 12.38%) 		5.14%
(2.28%, 11.16%)
R - Male - 35 to 54 72.32%
(66.98%, 77.08%) 		16.90%
(13.34%, 21.16%) 		4.60%
(3.18%, 6.64%) 		6.18%
(3.36%, 11.14%)
R - Male - 55+ 82.28%
(78.78%, 85.32%) 		12.44%
(9.50%, 16.12%) 		2.10%
(1.32%, 3.34%) 		3.16%
(1.54%, 6.36%)
R - Female - 18 to 34 56.80%
(48.54%, 64.72%) 		23.76%
(17.72%, 31.10%) 		11.44%
(6.76%, 18.74%) 		7.98%
(4.48%, 13.82%)
R - Female - 35 to 54 72.76%
(67.26%, 77.66%) 		16.34%
(12.52%, 21.04%) 		7.10%
(4.84%, 10.30%) 		3.80%
(1.86%, 7.58%)
R - Female - 55+ 81.26%
(77.66%, 84.40%) 		13.36%
(10.80%, 16.44%) 		4.08%
(2.58%, 6.40%) 		1.28%
(0.62%, 2.64%)
Race
D - White 2.08%
(1.34%, 3.18%) 		2.34%
(1.54%, 3.50%) 		9.06%
(7.60%, 10.76%) 		86.54%
(84.62%, 88.26%)
D - Non-white 2.18%
(1.40%, 3.36%) 		3.90%
(2.82%, 5.38%) 		10.70%
(8.78%, 13.00%) 		83.24%
(80.46%, 85.68%)
R - White 76.46%
(74.42%, 78.40%) 		16.26%
(14.68%, 17.96%) 		4.82%
(3.82%, 6.08%) 		2.44%
(1.70%, 3.54%)
R - Non-white 66.02%
(60.22%, 71.38%) 		16.56%
(12.78%, 21.16%) 		6.10%
(3.86%, 9.48%) 		11.34%
(7.46%, 16.88%)
Education
D - College Grad 1.64%
(1.02%, 2.66%) 		2.50%
(1.58%, 3.92%) 		7.48%
(6.08%, 9.16%) 		88.38%
(86.18%, 90.28%)
D - Not college grad 2.54%
(1.74%, 3.68%) 		3.52%
(2.50%, 4.94%) 		11.44%
(9.62%, 13.52%) 		82.50%
(80.06%, 84.70%)
R - College Grad 71.52%
(67.96%, 74.82%) 		19.08%
(16.40%, 22.08%) 		5.90%
(4.60%, 7.54%) 		3.50%
(2.10%, 5.80%)
R - Not college grad 75.54%
(72.90%, 78.00%) 		15.28%
(13.38%, 17.42%) 		4.82%
(3.72%, 6.22%) 		4.34%
(3.12%, 6.04%) 
anes %>% tabtemplate1(V201138x, "Approval of President handling health care")
Approval of President handling health care
Count Pct
-DK/RF in V201136 or V201137 68 0.82%
Approve strongly 2,173 26.24%
Approve not strongly 1,175 14.18%
Disapprove not strongly 732 8.84%
Disapprove strongly 4,132 49.90%
Approval of President handling health care
D Voters R Voters
Approve strongly 1.9% 62.2%
Approve not strongly 3.8% 26.2%
Disapprove not strongly 8.0% 6.5%
Disapprove strongly 86.3% 5.2%
Approval of President handling health care
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 1.86%
(1.30%, 2.66%) 		3.80%
(3.02%, 4.80%) 		8.00%
(7.00%, 9.14%) 		86.32%
(84.90%, 87.64%)
R 62.16%
(60.02%, 64.24%) 		26.16%
(24.14%, 28.32%) 		6.46%
(5.44%, 7.68%) 		5.22%
(4.30%, 6.30%)
Gender
D - Male 2.38%
(1.40%, 4.06%) 		3.74%
(2.56%, 5.42%) 		7.82%
(6.26%, 9.74%) 		86.06%
(83.56%, 88.22%)
D - Female 1.40%
(0.92%, 2.14%) 		3.90%
(3.06%, 4.94%) 		8.16%
(6.84%, 9.72%) 		86.54%
(84.66%, 88.22%)
R - Male 59.84%
(56.74%, 62.88%) 		28.90%
(26.00%, 31.98%) 		6.40%
(5.14%, 7.96%) 		4.86%
(3.58%, 6.56%)
R - Female 64.64%
(61.54%, 67.62%) 		23.22%
(20.70%, 25.96%) 		6.60%
(5.04%, 8.58%) 		5.54%
(4.36%, 7.04%)
Age and Gender
D - Male - 18 to 34 3.34%
(1.56%, 7.02%) 		5.10%
(2.80%, 9.10%) 		9.36%
(5.90%, 14.50%) 		82.22%
(76.76%, 86.62%)
D - Male - 35 to 54 2.22%
(0.88%, 5.48%) 		4.92%
(2.80%, 8.54%) 		8.72%
(6.60%, 11.42%) 		84.14%
(79.90%, 87.62%)
D - Male - 55+ 1.92%
(0.76%, 4.78%) 		0.96%
(0.42%, 2.10%) 		5.74%
(4.08%, 8.04%) 		91.38%
(88.26%, 93.72%)
D - Female - 18 to 34 2.34%
(1.32%, 4.16%) 		3.86%
(2.10%, 6.96%) 		7.64%
(5.06%, 11.36%) 		86.16%
(81.80%, 89.62%)
D - Female - 35 to 54 1.50%
(0.66%, 3.40%) 		5.00%
(3.30%, 7.50%) 		11.04%
(8.46%, 14.28%) 		82.48%
(78.40%, 85.92%)
D - Female - 55+ 0.78%
(0.30%, 1.90%) 		3.06%
(1.86%, 5.04%) 		6.24%
(4.34%, 8.86%) 		89.92%
(86.98%, 92.26%)
R - Male - 18 to 34 54.18%
(46.42%, 61.72%) 		30.68%
(24.04%, 38.20%) 		7.40%
(4.38%, 12.28%) 		7.76%
(4.36%, 13.42%)
R - Male - 35 to 54 60.22%
(54.64%, 65.54%) 		29.58%
(24.72%, 34.98%) 		5.92%
(3.96%, 8.76%) 		4.28%
(2.32%, 7.78%)
R - Male - 55+ 61.76%
(57.26%, 66.06%) 		27.96%
(24.24%, 32.00%) 		6.30%
(4.52%, 8.70%) 		4.00%
(2.54%, 6.24%)
R - Female - 18 to 34 60.44%
(52.46%, 67.92%) 		19.94%
(15.10%, 25.84%) 		11.30%
(6.50%, 18.94%) 		8.32%
(4.82%, 13.96%)
R - Female - 35 to 54 63.44%
(57.88%, 68.66%) 		26.14%
(21.18%, 31.78%) 		5.14%
(3.04%, 8.54%) 		5.30%
(3.22%, 8.58%)
R - Female - 55+ 67.16%
(62.72%, 71.30%) 		22.86%
(19.46%, 26.62%) 		5.26%
(3.54%, 7.74%) 		4.72%
(3.20%, 6.92%)
Race
D - White 1.26%
(0.70%, 2.28%) 		3.32%
(2.50%, 4.38%) 		8.14%
(6.86%, 9.64%) 		87.28%
(85.64%, 88.76%)
D - Non-white 2.64%
(1.70%, 4.06%) 		4.44%
(3.12%, 6.30%) 		7.82%
(6.22%, 9.78%) 		85.10%
(82.50%, 87.36%)
R - White 63.32%
(60.88%, 65.70%) 		26.82%
(24.58%, 29.20%) 		5.90%
(4.78%, 7.26%) 		3.96%
(3.08%, 5.06%)
R - Non-white 57.40%
(52.20%, 62.44%) 		22.40%
(17.92%, 27.62%) 		9.32%
(6.66%, 12.90%) 		10.90%
(7.80%, 15.00%)
Education
D - College Grad 1.36%
(0.70%, 2.60%) 		3.34%
(2.34%, 4.76%) 		6.92%
(5.62%, 8.48%) 		88.38%
(86.14%, 90.30%)
D - Not college grad 2.32%
(1.54%, 3.48%) 		4.10%
(3.00%, 5.58%) 		8.96%
(7.38%, 10.86%) 		84.60%
(82.36%, 86.62%)
R - College Grad 53.96%
(50.22%, 57.66%) 		33.96%
(30.12%, 38.02%) 		7.36%
(5.42%, 9.90%) 		4.72%
(3.28%, 6.78%)
R - Not college grad 65.74%
(63.24%, 68.16%) 		22.72%
(20.62%, 24.96%) 		6.06%
(4.88%, 7.52%) 		5.48%
(4.32%, 6.90%) 
anes %>% tabtemplate1(V201141x, "Approval of President handling immigration")
Approval of President handling immigration
Count Pct
-DK/RF in V201139 or V201140 42 0.50%
Approve strongly 2,780 33.58%
Approve not strongly 644 7.78%
Disapprove not strongly 681 8.22%
Disapprove strongly 4,133 49.92%
Approval of President handling immigration
D Voters R Voters
Approve strongly 2.9% 77.7%
Approve not strongly 3.3% 12.3%
Disapprove not strongly 8.6% 4.9%
Disapprove strongly 85.2% 5.1%
Approval of President handling immigration
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 2.94%
(2.26%, 3.84%) 		3.26%
(2.56%, 4.12%) 		8.56%
(7.36%, 9.94%) 		85.24%
(83.68%, 86.66%)
R 77.68%
(75.80%, 79.44%) 		12.30%
(10.86%, 13.90%) 		4.88%
(3.88%, 6.12%) 		5.14%
(4.14%, 6.38%)
Gender
D - Male 3.48%
(2.34%, 5.14%) 		4.10%
(2.96%, 5.62%) 		11.24%
(9.34%, 13.46%) 		81.20%
(78.62%, 83.52%)
D - Female 2.48%
(1.76%, 3.52%) 		2.58%
(1.84%, 3.62%) 		6.40%
(5.04%, 8.10%) 		88.52%
(86.44%, 90.32%)
R - Male 79.42%
(76.58%, 82.02%) 		11.82%
(9.96%, 13.98%) 		4.10%
(2.90%, 5.78%) 		4.64%
(3.18%, 6.74%)
R - Female 75.90%
(72.94%, 78.62%) 		12.70%
(10.62%, 15.12%) 		5.74%
(4.20%, 7.80%) 		5.66%
(4.44%, 7.18%)
Age and Gender
D - Male - 18 to 34 2.52%
(0.96%, 6.46%) 		5.04%
(2.58%, 9.66%) 		10.14%
(7.16%, 14.18%) 		82.30%
(76.30%, 87.02%)
D - Male - 35 to 54 4.02%
(2.08%, 7.66%) 		4.48%
(2.56%, 7.70%) 		12.92%
(9.28%, 17.70%) 		78.58%
(73.36%, 83.00%)
D - Male - 55+ 3.54%
(2.04%, 6.06%) 		3.00%
(1.84%, 4.82%) 		10.32%
(7.94%, 13.30%) 		83.16%
(79.64%, 86.16%)
D - Female - 18 to 34 1.68%
(0.74%, 3.78%) 		1.08%
(0.34%, 3.40%) 		5.08%
(3.10%, 8.20%) 		92.16%
(88.52%, 94.72%)
D - Female - 35 to 54 2.72%
(1.50%, 4.90%) 		3.80%
(2.30%, 6.20%) 		8.30%
(5.60%, 12.10%) 		85.18%
(80.82%, 88.70%)
D - Female - 55+ 2.92%
(1.68%, 5.04%) 		2.46%
(1.48%, 4.06%) 		5.66%
(4.10%, 7.74%) 		88.96%
(85.80%, 91.48%)
R - Male - 18 to 34 66.72%
(58.56%, 74.00%) 		15.94%
(10.54%, 23.34%) 		7.26%
(3.94%, 12.96%) 		10.10%
(6.02%, 16.46%)
R - Male - 35 to 54 76.38%
(71.50%, 80.66%) 		14.02%
(10.68%, 18.22%) 		4.46%
(2.50%, 7.80%) 		5.12%
(2.78%, 9.24%)
R - Male - 55+ 87.50%
(84.14%, 90.22%) 		8.64%
(6.44%, 11.46%) 		2.58%
(1.24%, 5.30%) 		1.30%
(0.68%, 2.52%)
R - Female - 18 to 34 57.84%
(49.70%, 65.56%) 		19.98%
(14.36%, 27.10%) 		13.20%
(7.84%, 21.40%) 		8.98%
(5.54%, 14.22%)
R - Female - 35 to 54 74.82%
(69.88%, 79.18%) 		11.44%
(8.74%, 14.86%) 		5.84%
(3.50%, 9.62%) 		7.90%
(5.22%, 11.80%)
R - Female - 55+ 85.44%
(81.66%, 88.54%) 		9.96%
(7.28%, 13.50%) 		2.26%
(1.22%, 4.14%) 		2.34%
(1.42%, 3.88%)
Race
D - White 2.64%
(1.78%, 3.90%) 		3.16%
(2.38%, 4.20%) 		8.88%
(7.48%, 10.48%) 		85.32%
(83.28%, 87.14%)
D - Non-white 3.34%
(2.28%, 4.88%) 		3.42%
(2.26%, 5.12%) 		8.10%
(6.36%, 10.28%) 		85.14%
(82.70%, 87.26%)
R - White 80.74%
(78.76%, 82.60%) 		12.34%
(10.82%, 14.02%) 		4.10%
(3.12%, 5.38%) 		2.82%
(2.08%, 3.82%)
R - Non-white 63.96%
(58.14%, 69.40%) 		11.78%
(8.88%, 15.48%) 		8.52%
(5.40%, 13.18%) 		15.72%
(11.68%, 20.86%)
Education
D - College Grad 1.92%
(1.10%, 3.32%) 		2.70%
(1.88%, 3.86%) 		7.54%
(5.98%, 9.48%) 		87.84%
(85.38%, 89.94%)
D - Not college grad 3.86%
(2.90%, 5.12%) 		3.78%
(2.78%, 5.12%) 		9.36%
(7.70%, 11.36%) 		83.00%
(80.78%, 85.00%)
R - College Grad 72.48%
(68.78%, 75.90%) 		16.26%
(13.40%, 19.58%) 		6.88%
(5.04%, 9.30%) 		4.40%
(2.94%, 6.50%)
R - Not college grad 79.94%
(77.50%, 82.16%) 		10.36%
(8.84%, 12.12%) 		4.12%
(3.04%, 5.60%) 		5.56%
(4.30%, 7.16%) 
anes %>% tabtemplate1(V201144x, "Approval of President handling COVID-19")
Approval of President handling COVID-19
Count Pct
-DK/RF in V201142 or V201143 29 0.34%
Approve strongly 2,064 24.92%
Approve not strongly 1,054 12.72%
Disapprove not strongly 535 6.46%
Disapprove strongly 4,599 55.54%
Approval of President handling COVID-19
D Voters R Voters
Approve strongly 1.5% 58.9%
Approve not strongly 1.5% 25.8%
Disapprove not strongly 3.8% 7.9%
Disapprove strongly 93.2% 7.5%
Approval of President handling COVID-19
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 1.50%
(1.08%, 2.10%) 		1.52%
(1.04%, 2.22%) 		3.78%
(3.02%, 4.70%) 		93.20%
(91.98%, 94.24%)
R 58.88%
(56.50%, 61.22%) 		25.76%
(23.78%, 27.86%) 		7.90%
(6.78%, 9.16%) 		7.46%
(6.42%, 8.66%)
Gender
D - Male 2.06%
(1.26%, 3.32%) 		0.92%
(0.40%, 2.06%) 		3.76%
(2.72%, 5.18%) 		93.26%
(91.20%, 94.88%)
D - Female 1.06%
(0.66%, 1.70%) 		2.04%
(1.34%, 3.10%) 		3.78%
(2.78%, 5.10%) 		93.14%
(91.42%, 94.54%)
R - Male 58.16%
(54.80%, 61.46%) 		26.64%
(23.92%, 29.52%) 		8.58%
(6.98%, 10.50%) 		6.62%
(5.20%, 8.42%)
R - Female 59.68%
(56.00%, 63.24%) 		24.88%
(22.04%, 27.94%) 		7.14%
(5.62%, 9.04%) 		8.30%
(6.68%, 10.28%)
Age and Gender
D - Male - 18 to 34 2.76%
(1.18%, 6.30%) 		1.94%
(0.56%, 6.42%) 		4.04%
(2.50%, 6.48%) 		91.26%
(86.92%, 94.24%)
D - Male - 35 to 54 2.96%
(1.38%, 6.22%) 		0.44%
(0.14%, 1.38%) 		5.00%
(3.00%, 8.20%) 		91.60%
(87.60%, 94.40%)
D - Male - 55+ 0.62%
(0.24%, 1.54%) 		0.60%
(0.20%, 1.76%) 		2.58%
(1.42%, 4.66%) 		96.18%
(94.04%, 97.58%)
D - Female - 18 to 34 1.34%
(0.58%, 3.10%) 		3.22%
(1.48%, 6.88%) 		3.62%
(2.06%, 6.30%) 		91.82%
(87.98%, 94.52%)
D - Female - 35 to 54 1.36%
(0.64%, 2.86%) 		2.04%
(1.14%, 3.62%) 		3.64%
(2.24%, 5.82%) 		92.96%
(90.50%, 94.82%)
D - Female - 55+ 0.68%
(0.32%, 1.44%) 		1.38%
(0.66%, 2.84%) 		3.80%
(2.22%, 6.44%) 		94.14%
(91.18%, 96.14%)
R - Male - 18 to 34 52.12%
(43.88%, 60.26%) 		31.36%
(24.80%, 38.78%) 		8.64%
(5.52%, 13.32%) 		7.86%
(4.56%, 13.22%)
R - Male - 35 to 54 56.36%
(50.42%, 62.10%) 		29.76%
(24.48%, 35.62%) 		6.96%
(4.76%, 10.04%) 		6.94%
(4.66%, 10.22%)
R - Male - 55+ 61.78%
(57.20%, 66.16%) 		22.66%
(19.46%, 26.22%) 		9.48%
(6.86%, 12.92%) 		6.08%
(4.34%, 8.48%)
R - Female - 18 to 34 52.90%
(45.20%, 60.48%) 		25.76%
(18.98%, 33.92%) 		7.62%
(4.08%, 13.78%) 		13.72%
(9.58%, 19.30%)
R - Female - 35 to 54 56.62%
(50.56%, 62.48%) 		24.80%
(20.52%, 29.62%) 		7.16%
(4.90%, 10.32%) 		11.44%
(7.78%, 16.50%)
R - Female - 55+ 66.22%
(61.58%, 70.56%) 		22.66%
(19.12%, 26.66%) 		6.72%
(4.72%, 9.48%) 		4.38%
(3.12%, 6.14%)
Race
D - White 0.64%
(0.40%, 1.04%) 		1.10%
(0.70%, 1.74%) 		3.98%
(3.00%, 5.28%) 		94.26%
(92.84%, 95.42%)
D - Non-white 2.54%
(1.66%, 3.88%) 		2.04%
(1.14%, 3.58%) 		3.42%
(2.36%, 4.92%) 		92.02%
(89.62%, 93.88%)
R - White 61.60%
(58.94%, 64.20%) 		26.30%
(24.10%, 28.64%) 		6.78%
(5.70%, 8.06%) 		5.32%
(4.44%, 6.34%)
R - Non-white 47.12%
(41.82%, 52.50%) 		23.58%
(19.16%, 28.68%) 		12.08%
(8.64%, 16.62%) 		17.20%
(12.86%, 22.62%)
Education
D - College Grad 0.52%
(0.24%, 1.08%) 		1.02%
(0.64%, 1.60%) 		3.98%
(2.84%, 5.56%) 		94.48%
(92.92%, 95.72%)
D - Not college grad 2.32%
(1.60%, 3.38%) 		1.98%
(1.18%, 3.28%) 		3.68%
(2.78%, 4.88%) 		92.00%
(90.04%, 93.62%)
R - College Grad 50.14%
(46.38%, 53.88%) 		32.04%
(28.36%, 35.96%) 		10.26%
(8.10%, 12.92%) 		7.56%
(5.92%, 9.64%)
R - Not college grad 62.54%
(59.80%, 65.22%) 		22.90%
(20.50%, 25.48%) 		7.00%
(5.70%, 8.58%) 		7.56%
(6.16%, 9.22%) 
anes %>% tabtemplate1(V201147x, "Approval of R's governor handling COVID-19")
Approval of R’s governor handling COVID-19
Count Pct
-DK/RF in V201145 or V201146 48 0.58%
Approve strongly 3,202 38.66%
Approve not strongly 1,796 21.68%
Disapprove not strongly 906 10.94%
Disapprove strongly 2,329 28.12%
Approval of R’s governor handling COVID-19
D Voters R Voters
Approve strongly 46.5% 32.5%
Approve not strongly 22.4% 20.1%
Disapprove not strongly 9.7% 11.5%
Disapprove strongly 21.4% 35.9%
Approval of R’s governor handling COVID-19
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 46.46%
(44.28%, 48.64%) 		22.42%
(20.90%, 24.00%) 		9.70%
(8.54%, 11.00%) 		21.44%
(19.66%, 23.34%)
R 32.54%
(30.42%, 34.74%) 		20.08%
(18.30%, 21.98%) 		11.50%
(10.22%, 12.92%) 		35.88%
(33.66%, 38.16%)
Gender
D - Male 46.56%
(43.16%, 49.98%) 		23.02%
(20.64%, 25.58%) 		10.42%
(8.46%, 12.76%) 		20.02%
(17.54%, 22.74%)
D - Female 46.32%
(43.32%, 49.32%) 		21.88%
(19.88%, 24.02%) 		9.16%
(7.48%, 11.16%) 		22.66%
(20.14%, 25.38%)
R - Male 32.58%
(29.58%, 35.74%) 		20.30%
(17.74%, 23.10%) 		12.72%
(10.70%, 15.04%) 		34.40%
(31.46%, 37.48%)
R - Female 32.64%
(29.64%, 35.78%) 		19.92%
(17.46%, 22.64%) 		10.10%
(8.42%, 12.04%) 		37.34%
(34.52%, 40.24%)
Age and Gender
D - Male - 18 to 34 38.48%
(30.92%, 46.66%) 		22.78%
(17.80%, 28.66%) 		13.56%
(9.08%, 19.78%) 		25.18%
(19.72%, 31.56%)
D - Male - 35 to 54 47.46%
(42.52%, 52.48%) 		25.12%
(21.22%, 29.48%) 		8.70%
(6.00%, 12.46%) 		18.70%
(15.00%, 23.06%)
D - Male - 55+ 51.70%
(46.60%, 56.76%) 		21.42%
(17.66%, 25.70%) 		9.66%
(6.92%, 13.32%) 		17.24%
(13.88%, 21.20%)
D - Female - 18 to 34 33.64%
(28.56%, 39.12%) 		25.36%
(20.80%, 30.52%) 		11.76%
(8.22%, 16.54%) 		29.24%
(23.84%, 35.30%)
D - Female - 35 to 54 47.22%
(42.32%, 52.18%) 		22.70%
(19.06%, 26.80%) 		9.66%
(6.90%, 13.36%) 		20.42%
(16.44%, 25.08%)
D - Female - 55+ 53.42%
(49.58%, 57.22%) 		18.94%
(16.10%, 22.14%) 		7.08%
(5.36%, 9.32%) 		20.56%
(17.26%, 24.32%)
R - Male - 18 to 34 23.04%
(16.72%, 30.86%) 		19.46%
(13.78%, 26.74%) 		17.82%
(13.00%, 23.96%) 		39.68%
(32.18%, 47.70%)
R - Male - 35 to 54 27.82%
(22.60%, 33.74%) 		23.26%
(18.62%, 28.66%) 		15.44%
(11.46%, 20.48%) 		33.46%
(27.78%, 39.66%)
R - Male - 55+ 39.62%
(35.60%, 43.80%) 		18.60%
(15.30%, 22.42%) 		8.44%
(6.38%, 11.10%) 		33.34%
(29.52%, 37.40%)
R - Female - 18 to 34 25.06%
(18.62%, 32.82%) 		18.12%
(12.66%, 25.24%) 		12.74%
(8.16%, 19.36%) 		44.08%
(35.88%, 52.64%)
R - Female - 35 to 54 30.32%
(25.40%, 35.74%) 		19.62%
(15.84%, 24.04%) 		8.60%
(6.44%, 11.38%) 		41.46%
(35.80%, 47.34%)
R - Female - 55+ 38.10%
(33.76%, 42.64%) 		19.12%
(15.68%, 23.08%) 		9.56%
(7.12%, 12.70%) 		33.22%
(29.72%, 36.94%)
Race
D - White 46.52%
(43.76%, 49.32%) 		26.36%
(24.22%, 28.64%) 		10.22%
(8.74%, 11.92%) 		16.88%
(15.06%, 18.90%)
D - Non-white 46.46%
(43.16%, 49.80%) 		17.82%
(15.52%, 20.40%) 		8.90%
(7.16%, 11.00%) 		26.82%
(23.82%, 30.06%)
R - White 32.10%
(29.80%, 34.50%) 		20.98%
(19.00%, 23.08%) 		10.96%
(9.54%, 12.54%) 		35.96%
(33.52%, 38.48%)
R - Non-white 34.94%
(29.58%, 40.70%) 		16.28%
(12.60%, 20.76%) 		13.90%
(10.22%, 18.64%) 		34.88%
(29.30%, 40.92%)
Education
D - College Grad 47.24%
(44.44%, 50.06%) 		25.82%
(23.62%, 28.14%) 		8.92%
(7.48%, 10.58%) 		18.04%
(16.14%, 20.08%)
D - Not college grad 45.68%
(42.62%, 48.76%) 		19.94%
(17.82%, 22.22%) 		10.40%
(8.64%, 12.48%) 		23.98%
(21.40%, 26.78%)
R - College Grad 32.44%
(29.24%, 35.80%) 		24.22%
(21.24%, 27.48%) 		10.98%
(8.86%, 13.54%) 		32.36%
(28.96%, 35.96%)
R - Not college grad 32.78%
(30.36%, 35.28%) 		18.54%
(16.50%, 20.78%) 		11.48%
(9.84%, 13.34%) 		37.20%
(34.56%, 39.92%) 
anes %>% tabtemplate1(V201150x, "Approval of Local government handling COVID-19")
Approval of Local government handling COVID-19
Count Pct
-DK/RF in V201148 or V201149 49 0.58%
Approve strongly 3,262 39.40%
Approve not strongly 2,535 30.62%
Disapprove not strongly 831 10.04%
Disapprove strongly 1,603 19.36%
Approval of Local government handling COVID-19
D Voters R Voters
Approve strongly 43.3% 38.0%
Approve not strongly 32.5% 28.9%
Disapprove not strongly 9.0% 10.0%
Disapprove strongly 15.2% 23.1%
Approval of Local government handling COVID-19
Approve strongly Approve not strongly Disapprove not strongly Disapprove strongly
Vote Intent
D 43.32%
(41.36%, 45.30%) 		32.46%
(30.62%, 34.36%) 		9.02%
(7.90%, 10.30%) 		15.20%
(13.64%, 16.88%)
R 38.00%
(36.00%, 40.02%) 		28.88%
(26.88%, 30.96%) 		10.00%
(8.76%, 11.42%) 		23.12%
(21.18%, 25.16%)
Gender
D - Male 42.68%
(39.42%, 45.98%) 		36.22%
(33.36%, 39.16%) 		8.20%
(6.68%, 10.02%) 		12.92%
(11.04%, 15.04%)
D - Female 43.82%
(41.04%, 46.66%) 		29.36%
(27.10%, 31.74%) 		9.66%
(8.08%, 11.50%) 		17.16%
(14.88%, 19.70%)
R - Male 35.60%
(32.52%, 38.82%) 		30.30%
(27.50%, 33.26%) 		10.80%
(8.94%, 13.02%) 		23.30%
(20.62%, 26.20%)
R - Female 40.80%
(37.68%, 43.98%) 		27.46%
(24.88%, 30.20%) 		8.94%
(7.44%, 10.72%) 		22.82%
(20.06%, 25.82%)
Age and Gender
D - Male - 18 to 34 36.56%
(30.48%, 43.08%) 		34.26%
(28.32%, 40.72%) 		12.46%
(8.54%, 17.80%) 		16.74%
(11.96%, 22.92%)
D - Male - 35 to 54 41.86%
(36.76%, 47.14%) 		40.12%
(35.26%, 45.20%) 		6.28%
(4.26%, 9.16%) 		11.74%
(9.16%, 14.90%)
D - Male - 55+ 48.16%
(43.12%, 53.22%) 		34.44%
(29.76%, 39.46%) 		6.46%
(4.56%, 9.06%) 		10.94%
(8.00%, 14.80%)
D - Female - 18 to 34 30.82%
(25.94%, 36.18%) 		31.48%
(26.60%, 36.80%) 		11.66%
(8.62%, 15.58%) 		26.06%
(20.64%, 32.30%)
D - Female - 35 to 54 44.70%
(40.32%, 49.18%) 		30.52%
(26.48%, 34.90%) 		10.20%
(7.38%, 13.96%) 		14.56%
(11.40%, 18.40%)
D - Female - 55+ 50.80%
(46.88%, 54.72%) 		27.26%
(24.02%, 30.74%) 		7.86%
(5.78%, 10.62%) 		14.08%
(11.18%, 17.56%)
R - Male - 18 to 34 28.30%
(22.52%, 34.88%) 		33.86%
(26.78%, 41.76%) 		10.56%
(6.44%, 16.80%) 		27.28%
(20.58%, 35.22%)
R - Male - 35 to 54 28.96%
(23.58%, 35.00%) 		35.14%
(30.10%, 40.54%) 		12.42%
(9.28%, 16.40%) 		23.48%
(18.64%, 29.14%)
R - Male - 55+ 43.12%
(38.58%, 47.78%) 		25.56%
(21.54%, 30.06%) 		10.38%
(7.82%, 13.68%) 		20.94%
(17.60%, 24.74%)
R - Female - 18 to 34 32.42%
(25.10%, 40.72%) 		22.20%
(16.00%, 29.92%) 		9.42%
(5.48%, 15.74%) 		35.96%
(27.76%, 45.08%)
R - Female - 35 to 54 40.28%
(34.84%, 45.96%) 		25.14%
(20.98%, 29.82%) 		10.14%
(7.90%, 12.92%) 		24.44%
(19.88%, 29.66%)
R - Female - 55+ 45.00%
(40.52%, 49.54%) 		29.70%
(26.06%, 33.62%) 		7.32%
(5.38%, 9.90%) 		17.98%
(14.64%, 21.90%)
Race
D - White 42.76%
(40.32%, 45.22%) 		37.92%
(35.46%, 40.46%) 		9.58%
(8.30%, 11.02%) 		9.72%
(8.28%, 11.40%)
D - Non-white 44.00%
(40.38%, 47.68%) 		25.70%
(22.76%, 28.88%) 		8.50%
(6.72%, 10.70%) 		21.80%
(18.74%, 25.20%)
R - White 38.42%
(36.26%, 40.62%) 		30.16%
(27.88%, 32.56%) 		9.36%
(8.06%, 10.86%) 		22.06%
(20.22%, 24.02%)
R - Non-white 36.92%
(31.66%, 42.52%) 		22.96%
(18.52%, 28.12%) 		12.44%
(8.62%, 17.62%) 		27.68%
(22.18%, 33.94%)
Education
D - College Grad 43.90%
(41.26%, 46.58%) 		38.14%
(35.40%, 40.96%) 		9.00%
(7.58%, 10.68%) 		8.96%
(7.58%, 10.54%)
D - Not college grad 42.44%
(39.68%, 45.26%) 		27.96%
(25.66%, 30.38%) 		9.20%
(7.64%, 11.04%) 		20.40%
(17.80%, 23.26%)
R - College Grad 34.66%
(31.36%, 38.12%) 		33.44%
(30.24%, 36.82%) 		9.82%
(7.88%, 12.16%) 		22.06%
(19.06%, 25.42%)
R - Not college grad 39.26%
(36.76%, 41.82%) 		27.18%
(24.58%, 29.96%) 		10.04%
(8.54%, 11.78%) 		23.50%
(21.14%, 26.04%)

Approval plots

t1 <- anes %>%
  set_na_range(V201126x = c(-9,-1)) %>%
  set_na_range(V201129x = c(-9,-1)) %>%
  set_na_range(V201132x = c(-9,-1)) %>%
  set_na_range(V201135x = c(-9,-1)) %>%
  set_na_range(V201138x = c(-9,-1)) %>%
  set_na_range(V201141x = c(-9,-1)) %>%
  set_na_range(V201144x = c(-9,-1)) %>%
  set_na_range(V201147x = c(-9,-1)) %>%
  set_na_range(V201150x = c(-9,-1)) %>%
  user_na_to_na()

t1 %>% plot_approval(V201126x, "Congress handling its job")

t1 %>% plot_approval(V201129x, "President handling job")

t1 %>% plot_approval(V201132x, "President handling economy")

t1 %>% plot_approval(V201135x, "President handling foreign relations")

t1 %>% plot_approval(V201138x, "President handling health care")

t1 %>% plot_approval(V201141x, "President handling immigration")

t1 %>% plot_approval(V201144x, "President handling COVID-19")

t1 %>% plot_approval(V201147x, "R's governor handling COVID-19")

t1 %>% plot_approval(V201150x, "Local government handling COVID-19")

Feeling thermometers

Respondents are asked to rate how they feel on a numerical scale from 0 (Cold) to 100 (Hot) about the candidates and the parties. These aren’t really true continuous variables due to the fact that people are more likely to choose round numbers instead of something like “43”. However, treating these as categorical would be unwieldy, so we compute means. Below are traditional Tukey boxplots, followed by an alternate rendering which plots the 95% confidence intervals.

anes <- anes %>%
  set_na_range(V201151 = c(-9,-1)) %>%
  set_na_range(V201152 = c(-9,-1)) %>%
  set_na_range(V201153 = c(-9,-1)) %>%
  set_na_range(V201154 = c(-9,-1)) %>%
  set_na_range(V201155 = c(-9,-1)) %>%
  set_na_range(V201156 = c(-9,-1)) %>%
  set_na_range(V201157 = c(-9,-1)) %>%
  set_na_range(V201151 = c(998,999)) %>%
  set_na_range(V201152 = c(998,999)) %>%
  set_na_range(V201153 = c(998,999)) %>%
  set_na_range(V201154 = c(998,999)) %>%
  set_na_range(V201155 = c(998,999)) %>%
  set_na_range(V201156 = c(998,999)) %>%
  set_na_range(V201157 = c(998,999)) %>%
  user_na_to_na()

anes %>%
  filter(!is.na(preintent)) %>%
  zap_labels() %>%
  pivot_longer(cols = V201151:V201157, names_to = "var_name", values_to = "therms") %>%
  filter(!is.na(therms)) %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201151","V201152","V201153","V201154","V201155","V201156","V201157"),
      labels = c("Biden", "Trump", "Harris", "Pence", "Obama", "Dem Party", "Rep Party")
    )
  ) %>%
  ggplot(aes(x = preintent, y = therms, weight = V200010a, colour = preintent)) +
    geom_boxplot() +
    scale_colour_manual(values=polilinecolors) +
    facet_grid(~var_label) +
    labs(
      title = "Feeling Thermometers from 0 (Cold) to 100 (Hot)",
      subtitle = "Traditional Boxplots",
      x = "", y = "", fill = ""
    ) +
    theme(
      plot.title = element_text(hjust = 0.5),
      plot.subtitle = element_text(hjust = 0.5)
    )

smean <- function(x) {
  survey_mean(x, vartype = "ci", df=Inf, na.rm = TRUE)
}

anespre <- as_survey_design(
  svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=anes, nest=TRUE)
)
t1 <- anespre %>%
  filter(!is.na(preintent)) %>%
  group_by(preintent) %>%
  summarize(across(V201151:V201157, smean))

t2 <- t1 %>%
  pivot_longer(cols = -preintent, names_to = "result", values_to = "val") %>%
  separate(result, c("var_name", "modif")) %>%
  replace_na(list(modif = "p")) %>%
  pivot_wider(names_from = "modif", values_from = "val") %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201151","V201152","V201153","V201154","V201155","V201156","V201157"),
      labels = c("Biden", "Trump", "Harris", "Pence", "Obama", "Dem Party", "Rep Party")
    )
  )

ggplot(data=t2, aes(x=preintent, y=p, colour=preintent)) +
  geom_point() +
  geom_crossbar(aes(ymin=low, ymax=upp), width=0.8) +
  scale_y_continuous() +
  scale_colour_manual(values=polilinecolors) +
    facet_grid(~var_label) +
    labs(
      title = "Feeling Thermometers from 0 (Cold) to 100 (Hot)",
      subtitle = "95% Confidence Interval Boxplots",
      x = "", y = "", fill = ""
    ) +
    theme(
      plot.title = element_text(hjust = 0.5),
      plot.subtitle = element_text(hjust = 0.5)
    )

Likeability about political parties

anes %>% tabtemplate1(V201158, "Like anything about the Democratic party")
Like anything about the Democratic party
Count Pct
-Refused 28 0.34%
-Don’t know 6 0.06%
Yes 4,012 48.46%
No 4,234 51.14%
Like anything about the Democratic party
D Voters R Voters
Yes 75.1% 20.2%
No 24.9% 79.8%
Like anything about the Democratic party
Yes No
Vote Intent
D 75.06%
(72.92%, 77.10%) 		24.94%
(22.90%, 27.08%)
R 20.24%
(18.28%, 22.34%) 		79.76%
(77.66%, 81.72%)
Gender
D - Male 75.90%
(72.76%, 78.80%) 		24.10%
(21.20%, 27.24%)
D - Female 74.34%
(71.78%, 76.74%) 		25.66%
(23.26%, 28.22%)
R - Male 20.32%
(17.62%, 23.34%) 		79.68%
(76.66%, 82.38%)
R - Female 20.08%
(17.34%, 23.12%) 		79.92%
(76.88%, 82.66%)
Age and Gender
D - Male - 18 to 34 71.08%
(64.22%, 77.10%) 		28.92%
(22.90%, 35.78%)
D - Male - 35 to 54 74.90%
(69.86%, 79.34%) 		25.10%
(20.66%, 30.14%)
D - Male - 55+ 81.12%
(76.40%, 85.08%) 		18.88%
(14.92%, 23.60%)
D - Female - 18 to 34 67.82%
(61.76%, 73.34%) 		32.18%
(26.66%, 38.24%)
D - Female - 35 to 54 73.56%
(69.10%, 77.58%) 		26.44%
(22.42%, 30.90%)
D - Female - 55+ 79.14%
(75.16%, 82.62%) 		20.86%
(17.38%, 24.84%)
R - Male - 18 to 34 27.22%
(20.98%, 34.50%) 		72.78%
(65.50%, 79.02%)
R - Male - 35 to 54 22.42%
(17.60%, 28.12%) 		77.58%
(71.88%, 82.40%)
R - Male - 55+ 16.18%
(12.94%, 20.02%) 		83.82%
(79.98%, 87.06%)
R - Female - 18 to 34 21.32%
(15.28%, 28.94%) 		78.68%
(71.06%, 84.72%)
R - Female - 35 to 54 20.40%
(16.10%, 25.48%) 		79.60%
(74.52%, 83.90%)
R - Female - 55+ 18.62%
(15.06%, 22.80%) 		81.38%
(77.20%, 84.94%)
Race
D - White 81.34%
(79.30%, 83.22%) 		18.66%
(16.78%, 20.70%)
D - Non-white 67.20%
(63.40%, 70.78%) 		32.80%
(29.22%, 36.60%)
R - White 19.36%
(17.20%, 21.72%) 		80.64%
(78.28%, 82.80%)
R - Non-white 24.48%
(20.08%, 29.52%) 		75.52%
(70.48%, 79.92%)
Education
D - College Grad 82.34%
(79.92%, 84.52%) 		17.66%
(15.48%, 20.08%)
D - Not college grad 69.14%
(66.02%, 72.10%) 		30.86%
(27.90%, 33.98%)
R - College Grad 26.76%
(23.36%, 30.46%) 		73.24%
(69.54%, 76.64%)
R - Not college grad 17.04%
(14.70%, 19.68%) 		82.96%
(80.32%, 85.30%) 
anes %>% tabtemplate1(V201162, "Like anything about the Republican party")
Like anything about the Republican party
Count Pct
-Refused 24 0.30%
-Don’t know 5 0.06%
Yes 3,820 46.14%
No 4,431 53.52%
Like anything about the Republican party
D Voters R Voters
Yes 25.1% 76.6%
No 74.9% 23.4%
Like anything about the Republican party
Yes No
Vote Intent
D 25.12%
(23.24%, 27.10%) 		74.88%
(72.90%, 76.76%)
R 76.56%
(74.60%, 78.44%) 		23.44%
(21.56%, 25.40%)
Gender
D - Male 28.74%
(25.72%, 31.96%) 		71.26%
(68.04%, 74.28%)
D - Female 22.08%
(19.82%, 24.50%) 		77.92%
(75.50%, 80.18%)
R - Male 77.76%
(74.96%, 80.34%) 		22.24%
(19.66%, 25.04%)
R - Female 75.34%
(72.14%, 78.28%) 		24.66%
(21.72%, 27.86%)
Age and Gender
D - Male - 18 to 34 23.34%
(19.28%, 27.96%) 		76.66%
(72.04%, 80.72%)
D - Male - 35 to 54 35.10%
(29.90%, 40.68%) 		64.90%
(59.32%, 70.10%)
D - Male - 55+ 26.46%
(21.58%, 32.02%) 		73.54%
(67.98%, 78.42%)
D - Female - 18 to 34 20.88%
(16.02%, 26.76%) 		79.12%
(73.24%, 83.98%)
D - Female - 35 to 54 22.82%
(19.56%, 26.46%) 		77.18%
(73.54%, 80.44%)
D - Female - 55+ 22.08%
(18.90%, 25.62%) 		77.92%
(74.38%, 81.10%)
R - Male - 18 to 34 69.20%
(61.54%, 75.92%) 		30.80%
(24.08%, 38.46%)
R - Male - 35 to 54 72.66%
(66.76%, 77.86%) 		27.34%
(22.14%, 33.24%)
R - Male - 55+ 85.16%
(81.60%, 88.14%) 		14.84%
(11.86%, 18.40%)
R - Female - 18 to 34 64.60%
(56.36%, 72.06%) 		35.40%
(27.94%, 43.64%)
R - Female - 35 to 54 70.94%
(65.36%, 75.96%) 		29.06%
(24.04%, 34.64%)
R - Female - 55+ 82.20%
(78.38%, 85.48%) 		17.80%
(14.52%, 21.62%)
Race
D - White 28.36%
(26.08%, 30.76%) 		71.64%
(69.24%, 73.92%)
D - Non-white 21.00%
(18.26%, 24.04%) 		79.00%
(75.96%, 81.74%)
R - White 77.84%
(75.66%, 79.86%) 		22.16%
(20.14%, 24.34%)
R - Non-white 70.54%
(64.82%, 75.68%) 		29.46%
(24.32%, 35.18%)
Education
D - College Grad 32.12%
(29.36%, 35.02%) 		67.88%
(64.98%, 70.64%)
D - Not college grad 19.28%
(17.00%, 21.80%) 		80.72%
(78.20%, 83.00%)
R - College Grad 85.12%
(82.02%, 87.74%) 		14.88%
(12.26%, 17.98%)
R - Not college grad 72.62%
(70.08%, 75.04%) 		27.38%
(24.96%, 29.92%)

Dislikability of political parties

Is there anything R dislikes about the Democratic/Republican party?

anes %>% tabtemplate1(V201160, "Dislike anything about the Democratic party")
Dislike anything about the Democratic party
Count Pct
-Refused 35 0.42%
-Don’t know 3 0.04%
Yes 4,683 56.56%
No 3,558 42.98%
Dislike anything about the Democratic party
D Voters R Voters
Yes 46.1% 74.6%
No 53.9% 25.4%
Dislike anything about the Democratic party
Yes No
Vote Intent
D 46.14%
(44.20%, 48.10%) 		53.86%
(51.90%, 55.80%)
R 74.58%
(72.68%, 76.42%) 		25.42%
(23.58%, 27.32%)
Gender
D - Male 51.92%
(48.92%, 54.92%) 		48.08%
(45.08%, 51.08%)
D - Female 41.26%
(38.90%, 43.68%) 		58.74%
(56.32%, 61.10%)
R - Male 75.62%
(72.62%, 78.38%) 		24.38%
(21.62%, 27.38%)
R - Female 73.56%
(70.96%, 76.00%) 		26.44%
(24.00%, 29.04%)
Age and Gender
D - Male - 18 to 34 44.72%
(38.60%, 51.00%) 		55.28%
(49.00%, 61.40%)
D - Male - 35 to 54 58.86%
(53.38%, 64.12%) 		41.14%
(35.88%, 46.62%)
D - Male - 55+ 51.20%
(46.60%, 55.76%) 		48.80%
(44.24%, 53.40%)
D - Female - 18 to 34 40.62%
(34.56%, 46.96%) 		59.38%
(53.04%, 65.44%)
D - Female - 35 to 54 39.88%
(35.56%, 44.36%) 		60.12%
(55.64%, 64.44%)
D - Female - 55+ 42.42%
(39.10%, 45.80%) 		57.58%
(54.20%, 60.90%)
R - Male - 18 to 34 63.66%
(55.56%, 71.04%) 		36.34%
(28.96%, 44.44%)
R - Male - 35 to 54 74.18%
(68.88%, 78.86%) 		25.82%
(21.14%, 31.12%)
R - Male - 55+ 82.06%
(78.06%, 85.46%) 		17.94%
(14.54%, 21.94%)
R - Female - 18 to 34 63.78%
(56.14%, 70.80%) 		36.22%
(29.20%, 43.86%)
R - Female - 35 to 54 67.72%
(62.64%, 72.42%) 		32.28%
(27.58%, 37.36%)
R - Female - 55+ 81.86%
(78.60%, 84.74%) 		18.14%
(15.26%, 21.40%)
Race
D - White 56.22%
(53.60%, 58.80%) 		43.78%
(41.20%, 46.40%)
D - Non-white 33.76%
(30.60%, 37.06%) 		66.24%
(62.94%, 69.40%)
R - White 76.36%
(74.36%, 78.26%) 		23.64%
(21.74%, 25.64%)
R - Non-white 66.72%
(61.50%, 71.56%) 		33.28%
(28.44%, 38.50%)
Education
D - College Grad 62.56%
(59.60%, 65.42%) 		37.44%
(34.58%, 40.40%)
D - Not college grad 33.08%
(30.42%, 35.86%) 		66.92%
(64.14%, 69.58%)
R - College Grad 86.82%
(84.10%, 89.12%) 		13.18%
(10.88%, 15.90%)
R - Not college grad 69.18%
(66.72%, 71.54%) 		30.82%
(28.46%, 33.28%) 
anes %>% tabtemplate1(V201164, "Dislike anything about the Republican party")
Dislike anything about the Republican party
Count Pct
-Refused 43 0.52%
-Don’t know 3 0.04%
Yes 4,508 54.44%
No 3,725 44.98%
Dislike anything about the Republican party
D Voters R Voters
Yes 72.0% 37.0%
No 28.0% 63.0%
Dislike anything about the Republican party
Yes No
Vote Intent
D 72.02%
(70.08%, 73.88%) 		27.98%
(26.12%, 29.92%)
R 37.00%
(34.70%, 39.34%) 		63.00%
(60.66%, 65.30%)
Gender
D - Male 74.80%
(72.00%, 77.40%) 		25.20%
(22.60%, 28.00%)
D - Female 69.58%
(66.92%, 72.12%) 		30.42%
(27.88%, 33.08%)
R - Male 41.78%
(38.60%, 45.04%) 		58.22%
(54.96%, 61.40%)
R - Female 31.80%
(28.68%, 35.10%) 		68.20%
(64.90%, 71.32%)
Age and Gender
D - Male - 18 to 34 66.66%
(59.32%, 73.28%) 		33.34%
(26.72%, 40.68%)
D - Male - 35 to 54 76.38%
(71.60%, 80.58%) 		23.62%
(19.42%, 28.40%)
D - Male - 55+ 80.08%
(75.76%, 83.78%) 		19.92%
(16.22%, 24.24%)
D - Female - 18 to 34 61.50%
(55.34%, 67.32%) 		38.50%
(32.68%, 44.66%)
D - Female - 35 to 54 67.94%
(63.30%, 72.26%) 		32.06%
(27.74%, 36.70%)
D - Female - 55+ 76.48%
(72.96%, 79.70%) 		23.52%
(20.30%, 27.04%)
R - Male - 18 to 34 31.18%
(24.04%, 39.32%) 		68.82%
(60.68%, 75.96%)
R - Male - 35 to 54 38.02%
(32.22%, 44.20%) 		61.98%
(55.80%, 67.78%)
R - Male - 55+ 49.38%
(45.42%, 53.34%) 		50.62%
(46.66%, 54.58%)
R - Female - 18 to 34 29.82%
(22.56%, 38.26%) 		70.18%
(61.74%, 77.44%)
R - Female - 35 to 54 27.42%
(23.14%, 32.14%) 		72.58%
(67.86%, 76.86%)
R - Female - 55+ 35.54%
(30.74%, 40.64%) 		64.46%
(59.36%, 69.26%)
Race
D - White 81.18%
(79.08%, 83.10%) 		18.82%
(16.90%, 20.92%)
D - Non-white 60.84%
(57.44%, 64.14%) 		39.16%
(35.86%, 42.56%)
R - White 36.44%
(33.92%, 39.04%) 		63.56%
(60.96%, 66.08%)
R - Non-white 38.70%
(33.46%, 44.22%) 		61.30%
(55.78%, 66.54%)
Education
D - College Grad 84.24%
(81.98%, 86.26%) 		15.76%
(13.74%, 18.02%)
D - Not college grad 62.10%
(59.28%, 64.86%) 		37.90%
(35.14%, 40.72%)
R - College Grad 51.46%
(47.46%, 55.44%) 		48.54%
(44.56%, 52.54%)
R - Not college grad 30.42%
(28.04%, 32.94%) 		69.58%
(67.06%, 71.96%)

Liberal-Conservative 7-point scale

anes %>% tabtemplate1(V201200, "Self-placement on a 7-point scale")
Self-placement on a 7-point scale
Count Pct
-Refused 18 0.22%
-Don’t know 1 0.02%
Extremely liberal 367 4.42%
Liberal 1,075 12.98%
Slightly liberal 864 10.44%
Moderate; middle of the road 1,855 22.40%
Slightly conservative 843 10.18%
Conservative 1,433 17.32%
Extremely conservative 415 5.00%
Haven’t thought much about this 1,409 17.02%
Self-placement on a 7-point scale
D Voters R Voters
Extremely liberal 7.8% 0.6%
Liberal 24.6% 1.3%
Slightly liberal 17.5% 1.7%
Moderate; middle of the road 25.1% 15.9%
Slightly conservative 6.2% 14.9%
Conservative 2.1% 40.3%
Extremely conservative 0.3% 12.1%
Haven’t thought much about this 16.4% 13.0%
Self-placement on a 7-point scale
Extremely liberal Liberal Slightly liberal Moderate; middle of the road Slightly conservative Conservative Extremely conservative Haven’t thought much about this
Vote Intent
D 7.80%
(6.72%, 9.06%) 		24.58%
(22.68%, 26.58%) 		17.52%
(16.00%, 19.16%) 		25.10%
(23.22%, 27.06%) 		6.18%
(5.24%, 7.24%) 		2.12%
(1.60%, 2.80%) 		0.30%
(0.14%, 0.66%) 		16.42%
(14.80%, 18.16%)
R 0.62%
(0.34%, 1.16%) 		1.32%
(0.90%, 1.94%) 		1.74%
(1.20%, 2.50%) 		15.88%
(14.36%, 17.52%) 		14.94%
(13.40%, 16.60%) 		40.34%
(38.40%, 42.32%) 		12.14%
(10.82%, 13.60%) 		13.02%
(11.56%, 14.64%)
Gender
D - Male 7.12%
(5.64%, 8.92%) 		23.44%
(21.00%, 26.08%) 		19.04%
(16.68%, 21.64%) 		26.42%
(23.72%, 29.30%) 		7.96%
(6.36%, 9.90%) 		3.08%
(2.10%, 4.52%) 		0.10%
(0.04%, 0.36%) 		12.84%
(10.80%, 15.18%)
D - Female 8.46%
(7.14%, 10.00%) 		25.60%
(23.06%, 28.34%) 		16.24%
(14.30%, 18.38%) 		23.74%
(21.36%, 26.32%) 		4.70%
(3.66%, 6.00%) 		1.34%
(0.84%, 2.12%) 		0.46%
(0.18%, 1.14%) 		19.48%
(17.20%, 21.96%)
R - Male 0.48%
(0.20%, 1.20%) 		1.08%
(0.60%, 1.90%) 		2.10%
(1.32%, 3.34%) 		14.86%
(12.56%, 17.52%) 		16.28%
(13.92%, 18.96%) 		41.52%
(38.46%, 44.64%) 		12.96%
(11.06%, 15.10%) 		10.70%
(8.84%, 12.92%)
R - Female 0.78%
(0.34%, 1.80%) 		1.60%
(1.00%, 2.58%) 		1.36%
(0.86%, 2.16%) 		17.00%
(14.52%, 19.82%) 		13.46%
(11.64%, 15.50%) 		39.16%
(35.98%, 42.44%) 		11.18%
(9.50%, 13.10%) 		15.46%
(13.16%, 18.06%)
Age and Gender
D - Male - 18 to 34 9.30%
(6.66%, 12.88%) 		27.90%
(21.94%, 34.76%) 		22.32%
(16.88%, 28.92%) 		19.78%
(14.32%, 26.68%) 		4.58%
(2.62%, 7.88%) 		3.50%
(1.50%, 7.98%) 		NA 12.60%
(8.44%, 18.40%)
D - Male - 35 to 54 7.28%
(4.82%, 10.86%) 		23.54%
(19.86%, 27.66%) 		18.92%
(14.66%, 24.06%) 		27.84%
(23.26%, 32.92%) 		9.34%
(6.30%, 13.60%) 		2.60%
(1.38%, 4.84%) 		0.26%
(0.06%, 1.08%) 		10.26%
(7.06%, 14.68%)
D - Male - 55+ 5.56%
(3.50%, 8.76%) 		20.10%
(16.78%, 23.88%) 		17.32%
(13.82%, 21.48%) 		29.60%
(25.40%, 34.20%) 		8.62%
(6.22%, 11.84%) 		3.40%
(1.94%, 5.90%) 		0.04%
(0.00%, 0.34%) 		15.34%
(12.10%, 19.26%)
D - Female - 18 to 34 13.32%
(9.94%, 17.58%) 		29.46%
(24.00%, 35.56%) 		18.18%
(13.96%, 23.32%) 		17.60%
(13.30%, 22.90%) 		2.30%
(0.98%, 5.26%) 		0.32%
(0.10%, 1.00%) 		0.66%
(0.10%, 4.54%) 		18.18%
(13.60%, 23.90%)
D - Female - 35 to 54 8.98%
(6.48%, 12.30%) 		24.06%
(20.32%, 28.24%) 		14.64%
(11.36%, 18.68%) 		25.46%
(21.10%, 30.38%) 		5.26%
(3.74%, 7.36%) 		2.50%
(1.30%, 4.80%) 		0.04%
(0.00%, 0.34%) 		19.06%
(15.86%, 22.72%)
D - Female - 55+ 5.10%
(3.50%, 7.36%) 		24.74%
(21.84%, 27.88%) 		15.88%
(13.34%, 18.80%) 		26.02%
(22.32%, 30.12%) 		5.74%
(3.90%, 8.36%) 		1.08%
(0.54%, 2.16%) 		0.56%
(0.22%, 1.50%) 		20.88%
(17.46%, 24.76%)
R - Male - 18 to 34 1.02%
(0.20%, 4.96%) 		1.34%
(0.32%, 5.62%) 		1.50%
(0.40%, 5.58%) 		17.38%
(12.58%, 23.54%) 		21.68%
(14.86%, 30.54%) 		37.34%
(30.52%, 44.70%) 		8.30%
(4.76%, 14.06%) 		11.42%
(7.24%, 17.56%)
R - Male - 35 to 54 0.34%
(0.08%, 1.40%) 		1.84%
(0.76%, 4.46%) 		2.10%
(1.04%, 4.16%) 		19.48%
(15.16%, 24.70%) 		17.50%
(13.44%, 22.48%) 		35.30%
(30.22%, 40.72%) 		13.64%
(10.50%, 17.54%) 		9.80%
(6.68%, 14.14%)
R - Male - 55+ 0.14%
(0.04%, 0.60%) 		0.38%
(0.18%, 0.88%) 		2.54%
(1.28%, 4.96%) 		10.60%
(7.96%, 13.96%) 		13.32%
(10.52%, 16.72%) 		47.40%
(42.94%, 51.92%) 		14.92%
(12.24%, 18.08%) 		10.68%
(8.28%, 13.68%)
R - Female - 18 to 34 0.58%
(0.08%, 4.10%) 		2.74%
(1.06%, 6.94%) 		2.16%
(1.00%, 4.64%) 		18.62%
(12.96%, 26.04%) 		11.08%
(7.28%, 16.52%) 		32.36%
(24.98%, 40.72%) 		10.80%
(6.00%, 18.64%) 		21.64%
(15.20%, 29.88%)
R - Female - 35 to 54 0.54%
(0.16%, 1.84%) 		1.64%
(0.70%, 3.80%) 		1.14%
(0.52%, 2.44%) 		23.82%
(18.82%, 29.66%) 		14.52%
(10.66%, 19.50%) 		36.18%
(30.64%, 42.10%) 		10.12%
(7.42%, 13.66%) 		12.04%
(9.04%, 15.88%)
R - Female - 55+ 0.48%
(0.12%, 1.90%) 		1.14%
(0.52%, 2.42%) 		1.36%
(0.64%, 2.90%) 		11.46%
(8.82%, 14.76%) 		13.70%
(11.16%, 16.70%) 		44.32%
(39.78%, 48.96%) 		12.78%
(10.28%, 15.78%) 		14.76%
(11.94%, 18.12%)
Race
D - White 9.80%
(8.10%, 11.80%) 		30.96%
(28.52%, 33.48%) 		20.08%
(17.96%, 22.40%) 		23.36%
(21.16%, 25.70%) 		5.74%
(4.76%, 6.94%) 		1.76%
(1.20%, 2.60%) 		0.14%
(0.04%, 0.44%) 		8.16%
(6.76%, 9.80%)
D - Non-white 5.48%
(4.20%, 7.14%) 		16.98%
(14.30%, 20.02%) 		14.22%
(12.22%, 16.48%) 		27.06%
(24.18%, 30.18%) 		6.80%
(5.22%, 8.80%) 		2.58%
(1.70%, 3.92%) 		0.50%
(0.18%, 1.32%) 		26.38%
(23.40%, 29.60%)
R - White 0.52%
(0.26%, 1.00%) 		0.88%
(0.56%, 1.42%) 		1.74%
(1.14%, 2.62%) 		14.72%
(13.04%, 16.58%) 		14.74%
(13.12%, 16.52%) 		42.06%
(39.82%, 44.34%) 		13.00%
(11.46%, 14.74%) 		12.34%
(10.78%, 14.08%)
R - Non-white 1.14%
(0.32%, 4.08%) 		2.94%
(1.54%, 5.50%) 		1.78%
(0.78%, 3.98%) 		21.14%
(16.96%, 26.04%) 		15.92%
(12.46%, 20.10%) 		32.48%
(27.56%, 37.80%) 		8.44%
(6.00%, 11.74%) 		16.16%
(12.14%, 21.22%)
Education
D - College Grad 9.76%
(7.98%, 11.90%) 		31.08%
(28.50%, 33.78%) 		22.78%
(20.36%, 25.40%) 		22.06%
(19.90%, 24.36%) 		6.64%
(5.22%, 8.40%) 		1.24%
(0.82%, 1.88%) 		0.30%
(0.10%, 0.90%) 		6.12%
(4.86%, 7.70%)
D - Not college grad 5.98%
(4.78%, 7.48%) 		19.58%
(17.08%, 22.34%) 		13.26%
(11.48%, 15.28%) 		27.40%
(24.68%, 30.32%) 		5.84%
(4.56%, 7.44%) 		2.84%
(2.00%, 4.06%) 		0.30%
(0.08%, 1.00%) 		24.78%
(22.14%, 27.64%)
R - College Grad NA 1.40%
(0.72%, 2.68%) 		2.08%
(1.04%, 4.12%) 		14.86%
(12.14%, 18.06%) 		19.94%
(17.08%, 23.16%) 		47.26%
(43.48%, 51.08%) 		10.58%
(8.78%, 12.72%) 		3.88%
(2.74%, 5.44%)
R - Not college grad 0.90%
(0.48%, 1.68%) 		1.28%
(0.80%, 2.06%) 		1.52%
(1.04%, 2.22%) 		16.26%
(14.42%, 18.30%) 		12.84%
(11.16%, 14.74%) 		37.58%
(35.14%, 40.08%) 		12.74%
(11.00%, 14.74%) 		16.88%
(14.92%, 19.04%) 
anes %>% tabtemplate1(V201202, "Democratic Presidential candidate on a 7-point scale")
Democratic Presidential candidate on a 7-point scale
Count Pct
-Refused 91 1.10%
-Don’t know 13 0.16%
Extremely liberal 1,606 19.40%
Liberal 2,492 30.10%
Slightly liberal 1,508 18.22%
Moderate; middle of the road 1,677 20.24%
Slightly conservative 358 4.32%
Conservative 358 4.32%
Extremely conservative 177 2.14%
Democratic Presidential candidate on a 7-point scale
D Voters R Voters
Extremely liberal 3.9% 41.7%
Liberal 26.8% 36.1%
Slightly liberal 28.6% 7.3%
Moderate; middle of the road 28.7% 7.2%
Slightly conservative 6.1% 1.8%
Conservative 3.9% 3.8%
Extremely conservative 2.0% 2.0%
Democratic Presidential candidate on a 7-point scale
Extremely liberal Liberal Slightly liberal Moderate; middle of the road Slightly conservative Conservative Extremely conservative
Vote Intent
D 3.92%
(3.06%, 5.00%) 		26.78%
(24.82%, 28.84%) 		28.58%
(26.80%, 30.44%) 		28.68%
(26.82%, 30.60%) 		6.06%
(5.06%, 7.22%) 		3.94%
(3.18%, 4.90%) 		2.04%
(1.44%, 2.88%)
R 41.74%
(39.72%, 43.80%) 		36.10%
(33.82%, 38.44%) 		7.28%
(6.08%, 8.70%) 		7.24%
(6.26%, 8.36%) 		1.82%
(1.30%, 2.56%) 		3.82%
(3.02%, 4.84%) 		1.96%
(1.44%, 2.68%)
Gender
D - Male 2.78%
(1.88%, 4.08%) 		25.70%
(22.96%, 28.64%) 		30.30%
(27.46%, 33.32%) 		29.50%
(26.76%, 32.40%) 		6.76%
(5.12%, 8.88%) 		3.66%
(2.60%, 5.18%) 		1.28%
(0.68%, 2.40%)
D - Female 4.90%
(3.64%, 6.56%) 		27.66%
(25.00%, 30.48%) 		27.04%
(24.74%, 29.46%) 		28.06%
(25.56%, 30.70%) 		5.52%
(4.46%, 6.80%) 		4.16%
(3.16%, 5.44%) 		2.68%
(1.82%, 3.94%)
R - Male 40.30%
(37.36%, 43.28%) 		37.76%
(34.32%, 41.34%) 		8.40%
(6.72%, 10.46%) 		6.68%
(5.20%, 8.50%) 		1.82%
(1.08%, 3.02%) 		3.32%
(2.48%, 4.46%) 		1.72%
(1.12%, 2.66%)
R - Female 43.16%
(40.14%, 46.20%) 		34.48%
(31.50%, 37.60%) 		6.10%
(4.74%, 7.82%) 		7.80%
(6.30%, 9.62%) 		1.82%
(1.10%, 2.98%) 		4.40%
(3.12%, 6.16%) 		2.24%
(1.40%, 3.54%)
Age and Gender
D - Male - 18 to 34 3.44%
(1.56%, 7.34%) 		31.86%
(25.72%, 38.68%) 		23.00%
(17.88%, 29.06%) 		27.60%
(22.10%, 33.86%) 		7.44%
(4.00%, 13.44%) 		4.30%
(2.26%, 8.08%) 		2.38%
(0.84%, 6.54%)
D - Male - 35 to 54 2.36%
(1.38%, 3.96%) 		24.34%
(19.78%, 29.54%) 		33.98%
(29.60%, 38.66%) 		27.18%
(22.50%, 32.42%) 		9.18%
(6.48%, 12.84%) 		2.84%
(1.48%, 5.38%) 		0.14%
(0.04%, 0.60%)
D - Male - 55+ 2.80%
(1.42%, 5.42%) 		22.50%
(18.86%, 26.58%) 		32.50%
(28.52%, 36.76%) 		32.72%
(28.52%, 37.22%) 		4.00%
(2.46%, 6.42%) 		3.94%
(2.46%, 6.24%) 		1.56%
(0.74%, 3.26%)
D - Female - 18 to 34 4.78%
(2.80%, 8.06%) 		33.96%
(28.02%, 40.46%) 		26.64%
(21.76%, 32.16%) 		24.52%
(19.50%, 30.34%) 		5.30%
(3.40%, 8.18%) 		2.68%
(1.40%, 5.08%) 		2.10%
(0.86%, 5.06%)
D - Female - 35 to 54 5.76%
(3.88%, 8.44%) 		27.70%
(23.76%, 32.02%) 		26.32%
(22.36%, 30.72%) 		25.08%
(20.60%, 30.18%) 		6.58%
(4.42%, 9.66%) 		6.44%
(4.26%, 9.68%) 		2.10%
(1.02%, 4.26%)
D - Female - 55+ 4.48%
(2.70%, 7.32%) 		23.78%
(20.80%, 27.02%) 		27.52%
(24.10%, 31.22%) 		32.48%
(28.52%, 36.72%) 		4.72%
(3.04%, 7.24%) 		3.58%
(2.14%, 5.90%) 		3.48%
(2.00%, 5.96%)
R - Male - 18 to 34 34.74%
(28.02%, 42.12%) 		36.40%
(29.04%, 44.44%) 		10.54%
(6.50%, 16.64%) 		10.28%
(6.22%, 16.54%) 		2.56%
(0.86%, 7.38%) 		3.56%
(1.62%, 7.66%) 		1.94%
(0.74%, 5.00%)
R - Male - 35 to 54 42.62%
(37.40%, 47.98%) 		36.06%
(31.40%, 40.98%) 		7.68%
(5.16%, 11.28%) 		6.40%
(3.82%, 10.52%) 		1.14%
(0.46%, 2.78%) 		4.16%
(2.76%, 6.22%) 		1.96%
(0.92%, 4.14%)
R - Male - 55+ 40.58%
(36.60%, 44.68%) 		39.88%
(35.30%, 44.64%) 		7.90%
(5.62%, 10.96%) 		5.36%
(3.74%, 7.64%) 		1.88%
(0.80%, 4.36%) 		2.84%
(1.70%, 4.68%) 		1.58%
(0.86%, 2.88%)
R - Female - 18 to 34 42.28%
(33.68%, 51.36%) 		31.26%
(24.36%, 39.10%) 		5.14%
(2.92%, 8.90%) 		15.66%
(10.96%, 21.86%) 		1.30%
(0.34%, 4.80%) 		3.46%
(1.44%, 8.04%) 		0.90%
(0.34%, 2.34%)
R - Female - 35 to 54 41.02%
(35.60%, 46.68%) 		34.12%
(28.88%, 39.78%) 		6.90%
(4.46%, 10.52%) 		6.90%
(4.84%, 9.74%) 		2.62%
(1.20%, 5.54%) 		6.68%
(3.86%, 11.28%) 		1.78%
(0.88%, 3.54%)
R - Female - 55+ 45.74%
(41.50%, 50.04%) 		34.90%
(30.66%, 39.40%) 		5.80%
(3.90%, 8.56%) 		5.98%
(4.24%, 8.38%) 		1.28%
(0.58%, 2.86%) 		3.72%
(2.24%, 6.10%) 		2.56%
(1.52%, 4.26%)
Race
D - White 1.74%
(1.14%, 2.64%) 		28.96%
(26.90%, 31.10%) 		33.70%
(31.58%, 35.90%) 		27.30%
(25.18%, 29.54%) 		5.44%
(4.24%, 6.94%) 		2.30%
(1.62%, 3.26%) 		0.54%
(0.28%, 1.06%)
D - Non-white 6.66%
(5.08%, 8.66%) 		23.96%
(20.86%, 27.36%) 		22.40%
(19.66%, 25.40%) 		30.20%
(27.04%, 33.58%) 		6.84%
(5.30%, 8.78%) 		6.02%
(4.62%, 7.82%) 		3.90%
(2.68%, 5.66%)
R - White 43.40%
(41.00%, 45.82%) 		37.46%
(35.04%, 39.94%) 		6.52%
(5.42%, 7.82%) 		5.82%
(4.90%, 6.92%) 		1.16%
(0.74%, 1.80%) 		3.76%
(2.88%, 4.88%) 		1.88%
(1.32%, 2.66%)
R - Non-white 34.18%
(29.26%, 39.46%) 		29.98%
(24.48%, 36.14%) 		10.52%
(7.02%, 15.50%) 		13.76%
(10.14%, 18.40%) 		4.78%
(2.72%, 8.26%) 		4.30%
(2.36%, 7.72%) 		2.46%
(1.34%, 4.48%)
Education
D - College Grad 2.48%
(1.62%, 3.80%) 		28.04%
(25.58%, 30.62%) 		37.68%
(35.10%, 40.32%) 		24.68%
(22.26%, 27.24%) 		5.08%
(3.90%, 6.56%) 		1.50%
(0.94%, 2.38%) 		0.58%
(0.22%, 1.42%)
D - Not college grad 5.12%
(3.78%, 6.90%) 		25.34%
(22.70%, 28.16%) 		21.22%
(19.00%, 23.62%) 		32.18%
(29.42%, 35.08%) 		6.84%
(5.38%, 8.68%) 		6.02%
(4.74%, 7.60%) 		3.28%
(2.24%, 4.76%)
R - College Grad 34.96%
(31.54%, 38.54%) 		48.74%
(44.56%, 52.92%) 		8.18%
(6.28%, 10.56%) 		3.26%
(2.16%, 4.94%) 		1.66%
(0.84%, 3.24%) 		2.62%
(1.68%, 4.04%) 		0.60%
(0.26%, 1.40%)
R - Not college grad 44.64%
(42.14%, 47.18%) 		30.84%
(28.38%, 33.42%) 		6.88%
(5.46%, 8.64%) 		8.92%
(7.60%, 10.46%) 		1.96%
(1.34%, 2.84%) 		4.14%
(3.12%, 5.50%) 		2.60%
(1.88%, 3.62%) 
anes %>% tabtemplate1(V201203, "Republican Presidential candidate on a 7-point scale")
Republican Presidential candidate on a 7-point scale
Count Pct
-Refused 145 1.76%
-Don’t know 29 0.36%
Extremely liberal 474 5.72%
Liberal 241 2.92%
Slightly liberal 236 2.84%
Moderate; middle of the road 868 10.48%
Slightly conservative 924 11.16%
Conservative 2,930 35.38%
Extremely conservative 2,433 29.38%
Republican Presidential candidate on a 7-point scale
D Voters R Voters
Extremely liberal 8.5% 2.1%
Liberal 3.0% 2.5%
Slightly liberal 3.0% 2.2%
Moderate; middle of the road 7.5% 11.2%
Slightly conservative 8.7% 15.0%
Conservative 25.9% 52.6%
Extremely conservative 43.5% 14.3%
Republican Presidential candidate on a 7-point scale
Extremely liberal Liberal Slightly liberal Moderate; middle of the road Slightly conservative Conservative Extremely conservative
Vote Intent
D 8.46%
(7.32%, 9.76%) 		3.02%
(2.38%, 3.84%) 		2.98%
(2.30%, 3.86%) 		7.48%
(6.44%, 8.68%) 		8.66%
(7.50%, 9.96%) 		25.92%
(24.16%, 27.78%) 		43.46%
(41.34%, 45.62%)
R 2.12%
(1.56%, 2.90%) 		2.52%
(1.84%, 3.44%) 		2.24%
(1.60%, 3.12%) 		11.24%
(9.82%, 12.86%) 		14.98%
(13.44%, 16.66%) 		52.60%
(50.42%, 54.78%) 		14.28%
(12.86%, 15.86%)
Gender
D - Male 7.84%
(6.18%, 9.88%) 		2.78%
(1.86%, 4.18%) 		3.70%
(2.52%, 5.40%) 		6.72%
(5.14%, 8.76%) 		9.14%
(7.52%, 11.06%) 		26.18%
(23.56%, 28.98%) 		43.62%
(40.54%, 46.74%)
D - Female 9.02%
(7.52%, 10.80%) 		3.24%
(2.36%, 4.42%) 		2.40%
(1.74%, 3.34%) 		8.14%
(6.82%, 9.66%) 		8.32%
(6.98%, 9.88%) 		25.62%
(23.24%, 28.12%) 		43.28%
(40.50%, 46.08%)
R - Male 1.78%
(1.12%, 2.84%) 		2.48%
(1.56%, 3.96%) 		2.28%
(1.52%, 3.40%) 		10.46%
(8.42%, 12.94%) 		16.20%
(13.88%, 18.84%) 		53.96%
(51.16%, 56.72%) 		12.82%
(11.08%, 14.78%)
R - Female 2.52%
(1.60%, 3.94%) 		2.56%
(1.82%, 3.62%) 		2.10%
(1.22%, 3.58%) 		12.10%
(10.14%, 14.38%) 		13.68%
(11.74%, 15.88%) 		51.12%
(47.64%, 54.56%) 		15.92%
(13.62%, 18.54%)
Age and Gender
D - Male - 18 to 34 4.52%
(2.32%, 8.66%) 		3.42%
(1.52%, 7.48%) 		4.44%
(2.08%, 9.20%) 		6.54%
(3.26%, 12.68%) 		6.10%
(3.58%, 10.20%) 		26.28%
(20.70%, 32.76%) 		48.68%
(42.72%, 54.68%)
D - Male - 35 to 54 9.34%
(6.32%, 13.58%) 		2.28%
(1.12%, 4.60%) 		4.34%
(2.40%, 7.74%) 		6.02%
(4.02%, 8.88%) 		9.94%
(7.34%, 13.32%) 		28.24%
(23.68%, 33.30%) 		39.84%
(34.98%, 44.90%)
D - Male - 55+ 9.18%
(6.58%, 12.70%) 		2.90%
(1.68%, 4.94%) 		2.06%
(1.08%, 3.88%) 		7.04%
(4.90%, 9.98%) 		10.44%
(7.86%, 13.78%) 		24.56%
(20.30%, 29.36%) 		43.82%
(39.38%, 48.36%)
D - Female - 18 to 34 5.96%
(3.50%, 10.00%) 		0.98%
(0.42%, 2.28%) 		2.44%
(0.96%, 6.04%) 		8.80%
(5.96%, 12.82%) 		5.84%
(4.00%, 8.48%) 		27.10%
(21.88%, 33.06%) 		48.84%
(42.22%, 55.52%)
D - Female - 35 to 54 11.10%
(8.46%, 14.44%) 		5.40%
(3.58%, 8.06%) 		2.74%
(1.74%, 4.28%) 		6.74%
(4.64%, 9.70%) 		8.76%
(6.48%, 11.74%) 		25.38%
(21.32%, 29.94%) 		39.88%
(35.12%, 44.84%)
D - Female - 55+ 9.60%
(7.32%, 12.50%) 		3.16%
(1.96%, 5.00%) 		2.20%
(1.38%, 3.52%) 		8.24%
(6.50%, 10.38%) 		9.68%
(7.40%, 12.58%) 		24.68%
(21.28%, 28.44%) 		42.44%
(38.34%, 46.64%)
R - Male - 18 to 34 1.84%
(0.68%, 4.96%) 		2.50%
(0.74%, 8.02%) 		2.86%
(1.14%, 6.94%) 		11.10%
(7.02%, 17.12%) 		15.28%
(10.38%, 21.94%) 		53.30%
(45.38%, 61.04%) 		13.12%
(8.96%, 18.80%)
R - Male - 35 to 54 1.86%
(0.82%, 4.22%) 		1.94%
(0.98%, 3.86%) 		3.04%
(1.58%, 5.72%) 		14.24%
(10.36%, 19.26%) 		17.06%
(13.10%, 21.90%) 		48.46%
(43.50%, 53.46%) 		13.40%
(9.84%, 18.02%)
R - Male - 55+ 1.60%
(0.80%, 3.18%) 		2.32%
(1.18%, 4.50%) 		1.54%
(0.74%, 3.20%) 		7.64%
(5.50%, 10.50%) 		16.28%
(12.92%, 20.30%) 		57.88%
(53.52%, 62.12%) 		12.74%
(10.24%, 15.76%)
R - Female - 18 to 34 4.86%
(2.64%, 8.80%) 		2.22%
(0.84%, 5.76%) 		1.24%
(0.46%, 3.38%) 		13.44%
(8.66%, 20.24%) 		16.60%
(11.20%, 23.86%) 		41.86%
(33.30%, 50.94%) 		19.78%
(13.76%, 27.60%)
R - Female - 35 to 54 2.06%
(0.92%, 4.56%) 		2.88%
(1.72%, 4.82%) 		3.30%
(1.60%, 6.64%) 		11.94%
(9.04%, 15.62%) 		14.66%
(11.58%, 18.42%) 		53.04%
(47.38%, 58.62%) 		12.12%
(8.72%, 16.60%)
R - Female - 55+ 1.44%
(0.78%, 2.70%) 		2.68%
(1.68%, 4.28%) 		1.30%
(0.60%, 2.80%) 		12.34%
(9.58%, 15.74%) 		12.22%
(9.58%, 15.46%) 		52.72%
(48.06%, 57.34%) 		17.30%
(14.12%, 21.02%)
Race
D - White 4.04%
(3.32%, 4.94%) 		1.58%
(1.14%, 2.22%) 		1.58%
(1.12%, 2.22%) 		6.08%
(4.94%, 7.50%) 		10.00%
(8.40%, 11.86%) 		30.52%
(28.24%, 32.88%) 		46.18%
(43.70%, 48.68%)
D - Non-white 13.90%
(11.66%, 16.50%) 		4.70%
(3.42%, 6.44%) 		4.68%
(3.36%, 6.50%) 		9.12%
(7.32%, 11.28%) 		7.12%
(5.64%, 8.98%) 		20.48%
(17.90%, 23.32%) 		40.00%
(36.62%, 43.46%)
R - White 1.74%
(1.16%, 2.62%) 		1.94%
(1.34%, 2.82%) 		1.82%
(1.34%, 2.48%) 		10.66%
(9.30%, 12.18%) 		15.12%
(13.60%, 16.80%) 		54.52%
(52.22%, 56.82%) 		14.16%
(12.64%, 15.86%)
R - Non-white 3.24%
(1.90%, 5.50%) 		5.14%
(2.96%, 8.80%) 		4.08%
(2.02%, 8.06%) 		14.02%
(10.50%, 18.50%) 		14.22%
(10.40%, 19.16%) 		44.14%
(38.94%, 49.48%) 		15.14%
(11.30%, 19.96%)
Education
D - College Grad 2.62%
(1.80%, 3.80%) 		1.64%
(1.08%, 2.48%) 		1.68%
(1.12%, 2.52%) 		3.36%
(2.52%, 4.44%) 		9.98%
(8.20%, 12.10%) 		34.54%
(31.72%, 37.50%) 		46.18%
(43.36%, 49.00%)
D - Not college grad 13.22%
(11.22%, 15.52%) 		4.20%
(3.10%, 5.64%) 		3.94%
(2.86%, 5.40%) 		10.74%
(8.94%, 12.86%) 		7.62%
(6.20%, 9.30%) 		18.84%
(16.52%, 21.42%) 		41.44%
(38.24%, 44.70%)
R - College Grad 0.62%
(0.22%, 1.66%) 		1.86%
(0.94%, 3.64%) 		1.04%
(0.60%, 1.78%) 		6.92%
(5.28%, 9.04%) 		20.14%
(17.38%, 23.20%) 		58.14%
(54.64%, 61.54%) 		11.30%
(9.58%, 13.32%)
R - Not college grad 2.84%
(2.04%, 3.92%) 		2.78%
(1.94%, 3.94%) 		2.72%
(1.86%, 3.96%) 		13.12%
(11.26%, 15.22%) 		12.82%
(10.90%, 15.02%) 		50.22%
(47.28%, 53.14%) 		15.54%
(13.60%, 17.68%) 
anes %>% tabtemplate1(V201206, "Democratic party on a 7-point scale")
Democratic party on a 7-point scale
Count Pct
-Refused 86 1.04%
-Don’t know 14 0.16%
Extremely liberal 2,595 31.34%
Liberal 2,525 30.50%
Slightly liberal 1,135 13.70%
Moderate; middle of the road 1,163 14.04%
Slightly conservative 248 3.00%
Conservative 316 3.82%
Extremely conservative 198 2.40%
Democratic party on a 7-point scale
D Voters R Voters
Extremely liberal 9.8% 60.7%
Liberal 39.6% 22.5%
Slightly liberal 22.7% 4.0%
Moderate; middle of the road 18.3% 5.7%
Slightly conservative 3.6% 1.7%
Conservative 4.2% 2.6%
Extremely conservative 1.7% 2.8%
Democratic party on a 7-point scale
Extremely liberal Liberal Slightly liberal Moderate; middle of the road Slightly conservative Conservative Extremely conservative
Vote Intent
D 9.80%
(8.60%, 11.18%) 		39.62%
(37.76%, 41.50%) 		22.74%
(20.94%, 24.64%) 		18.30%
(16.56%, 20.16%) 		3.62%
(2.96%, 4.42%) 		4.22%
(3.40%, 5.20%) 		1.72%
(1.16%, 2.54%)
R 60.72%
(58.40%, 62.98%) 		22.48%
(20.62%, 24.44%) 		4.00%
(3.12%, 5.14%) 		5.70%
(4.78%, 6.78%) 		1.70%
(1.22%, 2.34%) 		2.64%
(1.96%, 3.58%) 		2.76%
(2.04%, 3.74%)
Gender
D - Male 8.38%
(6.70%, 10.44%) 		40.58%
(37.58%, 43.64%) 		23.50%
(21.10%, 26.08%) 		17.78%
(15.38%, 20.48%) 		3.96%
(2.84%, 5.52%) 		4.18%
(3.02%, 5.74%) 		1.62%
(0.96%, 2.70%)
D - Female 11.08%
(9.30%, 13.14%) 		38.78%
(36.00%, 41.64%) 		22.14%
(19.80%, 24.66%) 		18.68%
(16.42%, 21.20%) 		3.30%
(2.54%, 4.26%) 		4.24%
(3.24%, 5.52%) 		1.80%
(1.08%, 2.98%)
R - Male 61.30%
(58.02%, 64.48%) 		23.86%
(21.24%, 26.68%) 		3.94%
(2.64%, 5.84%) 		4.78%
(3.62%, 6.26%) 		1.48%
(0.96%, 2.24%) 		1.98%
(1.28%, 3.02%) 		2.68%
(1.72%, 4.16%)
R - Female 60.08%
(57.10%, 62.98%) 		21.12%
(18.86%, 23.58%) 		3.98%
(2.84%, 5.52%) 		6.62%
(5.32%, 8.22%) 		1.96%
(1.20%, 3.20%) 		3.38%
(2.20%, 5.20%) 		2.88%
(1.88%, 4.36%)
Age and Gender
D - Male - 18 to 34 8.98%
(5.44%, 14.48%) 		41.36%
(34.16%, 48.94%) 		18.40%
(13.20%, 25.04%) 		20.26%
(14.98%, 26.80%) 		5.22%
(2.94%, 9.14%) 		4.34%
(2.26%, 8.20%) 		1.44%
(0.44%, 4.56%)
D - Male - 35 to 54 10.72%
(8.00%, 14.20%) 		41.36%
(36.34%, 46.58%) 		22.84%
(18.58%, 27.76%) 		15.08%
(11.70%, 19.24%) 		4.34%
(2.34%, 7.92%) 		3.72%
(1.92%, 7.04%) 		1.94%
(0.82%, 4.52%)
D - Male - 55+ 5.88%
(3.62%, 9.40%) 		39.34%
(34.68%, 44.22%) 		27.74%
(23.58%, 32.32%) 		18.40%
(15.04%, 22.32%) 		2.82%
(1.56%, 5.00%) 		4.28%
(2.58%, 7.00%) 		1.54%
(0.76%, 3.08%)
D - Female - 18 to 34 17.10%
(12.88%, 22.36%) 		38.68%
(32.70%, 45.00%) 		19.10%
(15.38%, 23.48%) 		18.56%
(14.16%, 23.96%) 		3.60%
(2.00%, 6.42%) 		1.96%
(0.72%, 5.22%) 		1.00%
(0.38%, 2.60%)
D - Female - 35 to 54 10.70%
(7.92%, 14.30%) 		38.48%
(34.12%, 43.04%) 		21.24%
(17.36%, 25.74%) 		16.96%
(13.26%, 21.46%) 		3.86%
(2.28%, 6.46%) 		5.70%
(3.66%, 8.76%) 		3.04%
(1.62%, 5.68%)
D - Female - 55+ 7.54%
(5.46%, 10.36%) 		38.76%
(34.88%, 42.78%) 		24.62%
(21.14%, 28.46%) 		20.30%
(16.84%, 24.26%) 		2.68%
(1.78%, 4.06%) 		4.62%
(2.98%, 7.08%) 		1.48%
(0.56%, 3.88%)
R - Male - 18 to 34 57.14%
(49.16%, 64.76%) 		21.62%
(15.58%, 29.22%) 		3.22%
(1.44%, 7.04%) 		8.12%
(4.66%, 13.78%) 		1.52%
(0.48%, 4.74%) 		2.46%
(0.74%, 7.82%) 		5.90%
(2.90%, 11.68%)
R - Male - 35 to 54 60.64%
(54.86%, 66.16%) 		24.44%
(19.92%, 29.60%) 		3.00%
(1.64%, 5.44%) 		5.10%
(2.76%, 9.24%) 		1.34%
(0.64%, 2.82%) 		2.78%
(1.60%, 4.82%) 		2.68%
(1.38%, 5.16%)
R - Male - 55+ 63.32%
(58.90%, 67.54%) 		24.66%
(20.82%, 28.94%) 		4.72%
(2.82%, 7.80%) 		3.24%
(2.08%, 5.02%) 		1.56%
(0.84%, 2.90%) 		1.28%
(0.66%, 2.48%) 		1.20%
(0.58%, 2.44%)
R - Female - 18 to 34 56.68%
(48.16%, 64.84%) 		19.38%
(14.30%, 25.68%) 		4.70%
(2.34%, 9.22%) 		9.28%
(5.64%, 14.90%) 		2.56%
(0.82%, 7.78%) 		4.14%
(1.82%, 9.12%) 		3.26%
(1.56%, 6.72%)
R - Female - 35 to 54 53.08%
(47.84%, 58.24%) 		24.92%
(20.12%, 30.44%) 		4.98%
(2.90%, 8.44%) 		7.40%
(5.30%, 10.24%) 		2.30%
(1.06%, 4.88%) 		3.52%
(1.56%, 7.82%) 		3.80%
(1.96%, 7.18%)
R - Female - 55+ 65.06%
(60.54%, 69.30%) 		19.62%
(16.28%, 23.46%) 		3.44%
(2.10%, 5.58%) 		5.70%
(4.06%, 7.94%) 		1.16%
(0.58%, 2.30%) 		3.36%
(1.72%, 6.52%) 		1.66%
(0.86%, 3.20%)
Race
D - White 7.48%
(6.18%, 9.02%) 		45.54%
(42.90%, 48.18%) 		26.20%
(23.84%, 28.72%) 		14.52%
(12.56%, 16.72%) 		3.18%
(2.32%, 4.34%) 		2.08%
(1.50%, 2.88%) 		1.02%
(0.58%, 1.76%)
D - Non-white 12.80%
(10.60%, 15.38%) 		32.24%
(29.22%, 35.42%) 		18.50%
(16.04%, 21.24%) 		22.86%
(20.02%, 25.96%) 		4.16%
(3.06%, 5.62%) 		6.86%
(5.10%, 9.16%) 		2.60%
(1.62%, 4.12%)
R - White 62.52%
(60.08%, 64.90%) 		23.24%
(21.26%, 25.34%) 		3.50%
(2.64%, 4.60%) 		4.90%
(4.02%, 5.96%) 		1.32%
(0.92%, 1.90%) 		2.28%
(1.54%, 3.36%) 		2.24%
(1.54%, 3.22%)
R - Non-white 52.54%
(46.20%, 58.80%) 		19.10%
(15.00%, 23.98%) 		6.30%
(3.86%, 10.10%) 		9.46%
(6.42%, 13.72%) 		3.00%
(1.56%, 5.66%) 		4.36%
(2.42%, 7.74%) 		5.26%
(2.86%, 9.46%)
Education
D - College Grad 8.22%
(6.86%, 9.82%) 		47.34%
(44.28%, 50.42%) 		27.40%
(24.94%, 30.00%) 		12.32%
(10.62%, 14.28%) 		3.12%
(2.24%, 4.32%) 		1.18%
(0.68%, 2.06%) 		0.40%
(0.18%, 0.88%)
D - Not college grad 11.26%
(9.34%, 13.50%) 		32.58%
(29.72%, 35.60%) 		19.14%
(16.92%, 21.56%) 		23.36%
(20.68%, 26.28%) 		4.10%
(3.14%, 5.34%) 		6.76%
(5.34%, 8.50%) 		2.80%
(1.86%, 4.22%)
R - College Grad 65.22%
(61.34%, 68.92%) 		25.24%
(21.78%, 29.06%) 		3.94%
(2.60%, 5.96%) 		2.56%
(1.58%, 4.12%) 		0.68%
(0.30%, 1.54%) 		1.66%
(0.84%, 3.32%) 		0.66%
(0.28%, 1.58%)
R - Not college grad 58.90%
(56.02%, 61.72%) 		21.48%
(19.30%, 23.84%) 		3.98%
(2.88%, 5.46%) 		7.16%
(5.92%, 8.64%) 		2.12%
(1.48%, 3.02%) 		2.86%
(2.02%, 4.00%) 		3.52%
(2.56%, 4.80%) 
anes %>% tabtemplate1(V201207, "Republican party on a 7-point scale")
Republican party on a 7-point scale
Count Pct
-Refused 101 1.22%
-Don’t know 16 0.20%
Extremely liberal 297 3.58%
Liberal 246 2.98%
Slightly liberal 229 2.76%
Moderate; middle of the road 785 9.48%
Slightly conservative 839 10.12%
Conservative 3,337 40.30%
Extremely conservative 2,429 29.34%
Republican party on a 7-point scale
D Voters R Voters
Extremely liberal 4.9% 1.6%
Liberal 3.6% 2.1%
Slightly liberal 2.5% 2.7%
Moderate; middle of the road 6.2% 10.8%
Slightly conservative 4.5% 16.7%
Conservative 33.1% 54.6%
Extremely conservative 45.3% 11.4%
Republican party on a 7-point scale
Extremely liberal Liberal Slightly liberal Moderate; middle of the road Slightly conservative Conservative Extremely conservative
Vote Intent
D 4.92%
(3.90%, 6.18%) 		3.58%
(2.82%, 4.56%) 		2.52%
(1.86%, 3.38%) 		6.20%
(5.16%, 7.42%) 		4.48%
(3.72%, 5.38%) 		33.06%
(31.06%, 35.10%) 		45.26%
(43.16%, 47.38%)
R 1.64%
(1.08%, 2.50%) 		2.10%
(1.56%, 2.80%) 		2.70%
(2.00%, 3.64%) 		10.80%
(9.54%, 12.20%) 		16.74%
(15.20%, 18.40%) 		54.64%
(52.32%, 56.94%) 		11.38%
(9.98%, 12.94%)
Gender
D - Male 4.56%
(3.34%, 6.20%) 		4.06%
(2.88%, 5.68%) 		2.24%
(1.42%, 3.52%) 		5.54%
(4.12%, 7.40%) 		5.40%
(4.12%, 7.04%) 		33.06%
(30.02%, 36.26%) 		45.14%
(42.12%, 48.22%)
D - Female 5.26%
(3.96%, 6.92%) 		3.20%
(2.32%, 4.42%) 		2.76%
(1.88%, 4.02%) 		6.74%
(5.44%, 8.34%) 		3.66%
(2.78%, 4.80%) 		32.94%
(30.38%, 35.60%) 		45.46%
(42.64%, 48.30%)
R - Male 0.90%
(0.48%, 1.64%) 		1.86%
(1.20%, 2.88%) 		3.52%
(2.42%, 5.10%) 		9.44%
(7.84%, 11.34%) 		18.70%
(16.36%, 21.32%) 		55.80%
(52.64%, 58.92%) 		9.74%
(7.90%, 12.00%)
R - Female 2.48%
(1.52%, 4.02%) 		2.36%
(1.66%, 3.34%) 		1.84%
(1.12%, 2.98%) 		12.28%
(10.26%, 14.64%) 		14.26%
(12.02%, 16.82%) 		53.58%
(50.48%, 56.64%) 		13.22%
(10.98%, 15.82%)
Age and Gender
D - Male - 18 to 34 1.80%
(0.58%, 5.40%) 		4.86%
(2.38%, 9.62%) 		3.70%
(1.86%, 7.24%) 		6.54%
(3.40%, 12.18%) 		4.60%
(2.30%, 9.04%) 		30.48%
(24.88%, 36.74%) 		48.04%
(41.98%, 54.14%)
D - Male - 35 to 54 5.56%
(3.14%, 9.62%) 		3.76%
(2.22%, 6.30%) 		1.36%
(0.40%, 4.56%) 		4.78%
(2.84%, 7.96%) 		6.50%
(4.26%, 9.76%) 		32.46%
(27.38%, 37.98%) 		45.58%
(39.96%, 51.30%)
D - Male - 55+ 6.08%
(4.00%, 9.16%) 		3.64%
(2.18%, 6.00%) 		1.90%
(0.90%, 3.94%) 		4.98%
(3.36%, 7.34%) 		5.28%
(3.50%, 7.86%) 		35.32%
(30.92%, 39.98%) 		42.78%
(38.50%, 47.16%)
D - Female - 18 to 34 1.88%
(0.68%, 5.10%) 		0.96%
(0.38%, 2.36%) 		3.50%
(1.60%, 7.54%) 		6.36%
(3.78%, 10.52%) 		2.96%
(1.80%, 4.86%) 		35.30%
(29.96%, 41.04%) 		49.04%
(43.20%, 54.88%)
D - Female - 35 to 54 7.88%
(5.44%, 11.30%) 		3.70%
(2.16%, 6.28%) 		2.58%
(1.52%, 4.32%) 		6.48%
(4.54%, 9.16%) 		3.80%
(2.30%, 6.20%) 		33.16%
(28.56%, 38.10%) 		42.40%
(37.22%, 47.76%)
D - Female - 55+ 5.68%
(3.82%, 8.36%) 		4.12%
(2.66%, 6.30%) 		2.50%
(1.46%, 4.22%) 		6.80%
(4.96%, 9.24%) 		3.86%
(2.58%, 5.76%) 		31.24%
(27.36%, 35.40%) 		45.80%
(41.56%, 50.12%)
R - Male - 18 to 34 1.16%
(0.42%, 3.26%) 		0.56%
(0.08%, 3.94%) 		3.72%
(1.42%, 9.36%) 		12.74%
(8.40%, 18.84%) 		9.58%
(5.86%, 15.26%) 		55.92%
(48.16%, 63.40%) 		16.32%
(10.92%, 23.70%)
R - Male - 35 to 54 1.06%
(0.34%, 3.18%) 		3.04%
(1.50%, 6.10%) 		4.34%
(2.42%, 7.66%) 		8.62%
(5.72%, 12.82%) 		18.24%
(14.08%, 23.32%) 		54.20%
(48.76%, 59.52%) 		10.50%
(7.40%, 14.66%)
R - Male - 55+ 0.48%
(0.16%, 1.46%) 		1.68%
(0.94%, 3.00%) 		2.88%
(1.72%, 4.76%) 		7.92%
(6.12%, 10.22%) 		23.78%
(20.20%, 27.76%) 		57.12%
(52.54%, 61.58%) 		6.14%
(4.26%, 8.80%)
R - Female - 18 to 34 4.52%
(2.28%, 8.76%) 		2.20%
(0.88%, 5.40%) 		3.06%
(0.98%, 9.12%) 		14.18%
(9.82%, 20.02%) 		10.46%
(6.28%, 16.88%) 		38.52%
(30.68%, 47.00%) 		27.08%
(20.46%, 34.88%)
R - Female - 35 to 54 1.36%
(0.56%, 3.30%) 		2.46%
(1.38%, 4.34%) 		1.60%
(0.68%, 3.68%) 		13.04%
(9.40%, 17.84%) 		15.56%
(11.88%, 20.12%) 		52.90%
(47.36%, 58.36%) 		13.08%
(9.46%, 17.80%)
R - Female - 55+ 1.44%
(0.52%, 3.90%) 		2.58%
(1.66%, 3.98%) 		1.70%
(0.80%, 3.58%) 		11.88%
(9.42%, 14.88%) 		13.72%
(10.60%, 17.58%) 		60.10%
(55.86%, 64.20%) 		8.60%
(6.58%, 11.14%)
Race
D - White 1.86%
(1.36%, 2.54%) 		1.86%
(1.36%, 2.54%) 		0.98%
(0.60%, 1.64%) 		4.02%
(3.10%, 5.18%) 		4.26%
(3.28%, 5.52%) 		38.12%
(35.36%, 40.96%) 		48.88%
(46.06%, 51.72%)
D - Non-white 8.72%
(6.70%, 11.26%) 		5.74%
(4.18%, 7.82%) 		4.26%
(2.94%, 6.10%) 		8.88%
(6.92%, 11.32%) 		4.78%
(3.62%, 6.32%) 		26.88%
(23.96%, 30.00%) 		40.78%
(37.52%, 44.10%)
R - White 1.24%
(0.74%, 2.10%) 		2.06%
(1.52%, 2.82%) 		2.12%
(1.48%, 3.04%) 		10.04%
(8.82%, 11.44%) 		16.74%
(15.02%, 18.64%) 		56.98%
(54.36%, 59.56%) 		10.78%
(9.32%, 12.46%)
R - Non-white 3.52%
(1.78%, 6.84%) 		2.32%
(1.22%, 4.42%) 		5.18%
(3.10%, 8.52%) 		13.68%
(10.20%, 18.12%) 		16.10%
(12.24%, 20.92%) 		44.74%
(39.24%, 50.38%) 		14.44%
(10.58%, 19.42%)
Education
D - College Grad 1.18%
(0.60%, 2.34%) 		0.96%
(0.58%, 1.60%) 		0.78%
(0.48%, 1.26%) 		2.50%
(1.70%, 3.68%) 		3.92%
(2.90%, 5.26%) 		39.94%
(37.12%, 42.84%) 		50.72%
(47.76%, 53.66%)
D - Not college grad 8.04%
(6.38%, 10.10%) 		5.76%
(4.44%, 7.44%) 		3.94%
(2.80%, 5.52%) 		9.18%
(7.46%, 11.24%) 		5.00%
(3.86%, 6.48%) 		27.00%
(24.46%, 29.70%) 		41.06%
(38.20%, 44.00%)
R - College Grad 0.52%
(0.10%, 2.92%) 		1.24%
(0.64%, 2.42%) 		2.02%
(1.30%, 3.14%) 		6.52%
(4.82%, 8.72%) 		20.44%
(17.80%, 23.34%) 		58.36%
(54.84%, 61.78%) 		10.92%
(8.84%, 13.42%)
R - Not college grad 2.18%
(1.44%, 3.30%) 		2.52%
(1.82%, 3.50%) 		3.06%
(2.12%, 4.38%) 		12.80%
(11.06%, 14.76%) 		15.08%
(13.22%, 17.14%) 		52.60%
(49.52%, 55.64%) 		11.78%
(9.94%, 13.92%)

Traits of candidates

anes %>% tabtemplate1(V201208, "Biden: Strong leadership")
Biden: Strong leadership
Count Pct
-Refused 25 0.30%
-Don’t know 2 0.02%
Extremely well 873 10.54%
Very well 1,607 19.40%
Moderately well 1,683 20.34%
Slightly well 1,153 13.92%
Not well at all 2,936 35.46%
Biden: Strong leadership
D Voters R Voters
Extremely well 20.6% 0.4%
Very well 36.4% 1.2%
Moderately well 29.2% 7.4%
Slightly well 10.7% 14.8%
Not well at all 3.1% 76.2%
Biden: Strong leadership
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 20.62%
(19.32%, 22.00%) 		36.38%
(34.44%, 38.38%) 		29.18%
(27.32%, 31.12%) 		10.70%
(9.62%, 11.88%) 		3.10%
(2.38%, 4.02%)
R 0.36%
(0.18%, 0.70%) 		1.18%
(0.76%, 1.84%) 		7.44%
(6.40%, 8.64%) 		14.82%
(13.30%, 16.50%) 		76.20%
(74.26%, 78.02%)
Gender
D - Male 18.90%
(16.66%, 21.38%) 		34.90%
(32.06%, 37.84%) 		31.08%
(28.34%, 33.94%) 		11.82%
(9.88%, 14.06%) 		3.32%
(2.22%, 4.94%)
D - Female 22.12%
(20.04%, 24.38%) 		37.44%
(34.78%, 40.16%) 		27.80%
(25.34%, 30.42%) 		9.78%
(8.38%, 11.38%) 		2.86%
(2.04%, 3.98%)
R - Male 0.26%
(0.08%, 0.82%) 		1.38%
(0.76%, 2.48%) 		6.88%
(5.34%, 8.80%) 		14.38%
(12.06%, 17.04%) 		77.12%
(74.16%, 79.82%)
R - Female 0.44%
(0.18%, 1.06%) 		1.00%
(0.48%, 2.00%) 		7.90%
(6.36%, 9.80%) 		15.42%
(13.18%, 17.98%) 		75.22%
(72.44%, 77.82%)
Age and Gender
D - Male - 18 to 34 17.40%
(12.50%, 23.72%) 		23.70%
(18.40%, 29.96%) 		36.98%
(30.74%, 43.66%) 		17.90%
(13.08%, 24.02%) 		4.02%
(2.06%, 7.68%)
D - Male - 35 to 54 15.66%
(12.48%, 19.46%) 		36.72%
(31.16%, 42.68%) 		29.88%
(25.22%, 34.98%) 		13.48%
(10.20%, 17.64%) 		4.26%
(2.32%, 7.68%)
D - Male - 55+ 23.14%
(19.54%, 27.16%) 		41.60%
(36.92%, 46.42%) 		28.14%
(24.60%, 31.98%) 		5.26%
(3.38%, 8.12%) 		1.86%
(0.76%, 4.54%)
D - Female - 18 to 34 14.44%
(10.80%, 19.08%) 		27.14%
(22.54%, 32.28%) 		39.24%
(33.40%, 45.42%) 		13.12%
(9.80%, 17.34%) 		6.06%
(3.86%, 9.36%)
D - Female - 35 to 54 17.86%
(14.50%, 21.82%) 		40.12%
(35.12%, 45.34%) 		27.86%
(23.68%, 32.50%) 		11.74%
(9.06%, 15.10%) 		2.40%
(1.34%, 4.28%)
D - Female - 55+ 31.12%
(27.78%, 34.68%) 		41.88%
(38.02%, 45.84%) 		19.90%
(16.80%, 23.40%) 		6.04%
(4.26%, 8.48%) 		1.06%
(0.34%, 3.16%)
R - Male - 18 to 34 0.62%
(0.12%, 3.10%) 		1.08%
(0.28%, 4.16%) 		9.54%
(6.00%, 14.86%) 		10.62%
(6.78%, 16.28%) 		78.12%
(71.56%, 83.52%)
R - Male - 35 to 54 0.32%
(0.04%, 2.28%) 		1.24%
(0.36%, 4.18%) 		5.64%
(3.66%, 8.60%) 		17.20%
(13.00%, 22.40%) 		75.60%
(70.16%, 80.32%)
R - Male - 55+ 0.08%
(0.02%, 0.52%) 		0.74%
(0.28%, 1.90%) 		6.82%
(4.80%, 9.58%) 		14.20%
(11.26%, 17.76%) 		78.18%
(74.50%, 81.44%)
R - Female - 18 to 34 1.24%
(0.30%, 5.00%) 		0.48%
(0.10%, 2.32%) 		10.02%
(6.62%, 14.90%) 		18.58%
(12.58%, 26.54%) 		69.68%
(61.24%, 76.98%)
R - Female - 35 to 54 0.44%
(0.10%, 1.80%) 		1.10%
(0.38%, 3.18%) 		7.66%
(4.94%, 11.72%) 		15.32%
(11.66%, 19.88%) 		75.48%
(70.04%, 80.22%)
R - Female - 55+ 0.20%
(0.04%, 0.80%) 		0.68%
(0.28%, 1.66%) 		7.42%
(4.98%, 10.94%) 		13.58%
(10.72%, 17.08%) 		78.12%
(74.40%, 81.44%)
Race
D - White 18.30%
(16.58%, 20.18%) 		37.26%
(34.98%, 39.58%) 		29.16%
(27.00%, 31.44%) 		12.40%
(10.86%, 14.16%) 		2.86%
(2.08%, 3.94%)
D - Non-white 23.34%
(20.94%, 25.94%) 		35.50%
(32.40%, 38.72%) 		29.04%
(25.92%, 32.38%) 		8.72%
(7.18%, 10.54%) 		3.40%
(2.26%, 5.10%)
R - White 0.10%
(0.02%, 0.38%) 		0.82%
(0.50%, 1.34%) 		6.26%
(5.22%, 7.48%) 		13.86%
(12.18%, 15.72%) 		78.96%
(76.88%, 80.90%)
R - Non-white 1.48%
(0.66%, 3.32%) 		2.84%
(1.28%, 6.16%) 		12.82%
(9.40%, 17.22%) 		19.04%
(14.82%, 24.14%) 		63.82%
(58.00%, 69.26%)
Education
D - College Grad 15.24%
(13.50%, 17.14%) 		38.68%
(35.86%, 41.58%) 		30.20%
(27.58%, 32.98%) 		12.42%
(10.84%, 14.20%) 		3.46%
(2.38%, 5.00%)
D - Not college grad 24.76%
(22.54%, 27.12%) 		34.84%
(32.00%, 37.78%) 		28.08%
(25.30%, 31.02%) 		9.44%
(7.86%, 11.32%) 		2.88%
(1.96%, 4.22%)
R - College Grad 0.30%
(0.08%, 1.24%) 		0.56%
(0.22%, 1.46%) 		8.28%
(6.30%, 10.80%) 		17.04%
(14.48%, 19.96%) 		73.82%
(70.50%, 76.88%)
R - Not college grad 0.38%
(0.18%, 0.84%) 		1.44%
(0.86%, 2.40%) 		7.02%
(5.78%, 8.50%) 		14.14%
(12.22%, 16.32%) 		77.02%
(74.64%, 79.24%) 
anes %>% tabtemplate1(V201209, "Biden: Really cares")
Biden: Really cares
Count Pct
-Refused 33 0.40%
-Don’t know 1 0.02%
Extremely well 1,328 16.04%
Very well 1,526 18.42%
Moderately well 1,614 19.48%
Slightly well 1,342 16.22%
Not well at all 2,436 29.42%
Biden: Really cares
D Voters R Voters
Extremely well 31.4% 0.4%
Very well 33.0% 2.6%
Moderately well 23.7% 11.3%
Slightly well 9.2% 22.8%
Not well at all 2.7% 62.9%
Biden: Really cares
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 31.38%
(29.36%, 33.46%) 		33.02%
(30.98%, 35.14%) 		23.66%
(21.78%, 25.66%) 		9.20%
(8.00%, 10.54%) 		2.74%
(2.14%, 3.52%)
R 0.42%
(0.24%, 0.70%) 		2.58%
(2.00%, 3.34%) 		11.30%
(9.92%, 12.86%) 		22.78%
(20.74%, 24.96%) 		62.90%
(60.54%, 65.22%)
Gender
D - Male 29.00%
(26.18%, 32.00%) 		31.84%
(28.96%, 34.88%) 		25.84%
(23.12%, 28.78%) 		10.42%
(8.44%, 12.78%) 		2.90%
(2.02%, 4.14%)
D - Female 33.40%
(30.84%, 36.08%) 		33.80%
(31.12%, 36.58%) 		22.06%
(19.70%, 24.60%) 		8.10%
(6.76%, 9.68%) 		2.64%
(1.84%, 3.78%)
R - Male 0.50%
(0.24%, 1.00%) 		3.36%
(2.38%, 4.70%) 		9.74%
(8.14%, 11.62%) 		23.38%
(20.52%, 26.50%) 		63.02%
(59.80%, 66.14%)
R - Female 0.34%
(0.12%, 0.92%) 		1.78%
(1.16%, 2.72%) 		12.94%
(10.82%, 15.44%) 		22.20%
(19.76%, 24.84%) 		62.74%
(59.40%, 65.94%)
Age and Gender
D - Male - 18 to 34 19.70%
(14.84%, 25.68%) 		29.20%
(22.38%, 37.12%) 		30.40%
(25.00%, 36.38%) 		15.32%
(10.94%, 21.06%) 		5.38%
(3.16%, 9.04%)
D - Male - 35 to 54 28.32%
(24.12%, 32.94%) 		27.74%
(23.26%, 32.70%) 		29.58%
(25.08%, 34.52%) 		11.36%
(8.08%, 15.76%) 		2.98%
(1.84%, 4.82%)
D - Male - 55+ 36.98%
(32.50%, 41.66%) 		37.54%
(33.06%, 42.22%) 		18.98%
(15.78%, 22.64%) 		5.72%
(3.28%, 9.78%) 		0.80%
(0.28%, 2.32%)
D - Female - 18 to 34 16.98%
(12.98%, 21.90%) 		33.68%
(28.08%, 39.78%) 		28.94%
(23.86%, 34.60%) 		14.70%
(11.32%, 18.90%) 		5.70%
(3.44%, 9.26%)
D - Female - 35 to 54 29.24%
(25.36%, 33.42%) 		34.98%
(30.30%, 39.96%) 		25.38%
(21.34%, 29.88%) 		8.12%
(6.08%, 10.78%) 		2.28%
(1.20%, 4.26%)
D - Female - 55+ 47.26%
(42.70%, 51.88%) 		33.28%
(29.32%, 37.48%) 		15.08%
(12.10%, 18.62%) 		3.40%
(2.30%, 4.98%) 		1.00%
(0.30%, 3.22%)
R - Male - 18 to 34 0.30%
(0.06%, 1.44%) 		3.76%
(1.88%, 7.40%) 		9.60%
(6.56%, 13.86%) 		21.80%
(15.98%, 29.00%) 		64.54%
(58.20%, 70.42%)
R - Male - 35 to 54 0.30%
(0.06%, 1.50%) 		4.04%
(2.12%, 7.62%) 		8.68%
(5.96%, 12.46%) 		24.88%
(19.84%, 30.72%) 		62.10%
(56.04%, 67.80%)
R - Male - 55+ 0.54%
(0.20%, 1.42%) 		2.08%
(1.18%, 3.68%) 		11.08%
(8.44%, 14.42%) 		23.32%
(19.28%, 27.94%) 		62.98%
(58.38%, 67.34%)
R - Female - 18 to 34 0.68%
(0.10%, 4.82%) 		2.72%
(1.22%, 5.98%) 		17.16%
(11.30%, 25.24%) 		18.00%
(12.72%, 24.86%) 		61.44%
(52.56%, 69.60%)
R - Female - 35 to 54 0.26%
(0.04%, 1.92%) 		2.16%
(1.04%, 4.48%) 		10.38%
(7.34%, 14.48%) 		24.60%
(20.16%, 29.68%) 		62.58%
(56.76%, 68.06%)
R - Female - 55+ 0.30%
(0.08%, 1.02%) 		1.36%
(0.74%, 2.48%) 		12.88%
(10.00%, 16.42%) 		22.72%
(19.38%, 26.42%) 		62.76%
(58.12%, 67.18%)
Race
D - White 32.28%
(29.82%, 34.86%) 		34.50%
(32.06%, 37.02%) 		21.28%
(19.06%, 23.66%) 		8.86%
(7.44%, 10.50%) 		3.10%
(2.24%, 4.28%)
D - Non-white 30.06%
(26.96%, 33.36%) 		31.14%
(28.02%, 34.46%) 		26.90%
(23.78%, 30.30%) 		9.54%
(7.68%, 11.82%) 		2.32%
(1.56%, 3.46%)
R - White 0.28%
(0.16%, 0.50%) 		2.32%
(1.76%, 3.04%) 		9.70%
(8.32%, 11.30%) 		22.32%
(20.22%, 24.58%) 		65.36%
(62.72%, 67.92%)
R - Non-white 1.02%
(0.38%, 2.68%) 		3.46%
(1.74%, 6.80%) 		18.62%
(14.36%, 23.80%) 		25.16%
(19.90%, 31.26%) 		51.72%
(45.92%, 57.50%)
Education
D - College Grad 31.64%
(28.92%, 34.46%) 		33.20%
(30.64%, 35.88%) 		22.98%
(20.58%, 25.60%) 		9.28%
(7.74%, 11.06%) 		2.90%
(2.04%, 4.12%)
D - Not college grad 30.88%
(28.16%, 33.74%) 		32.98%
(30.22%, 35.84%) 		24.42%
(21.76%, 27.30%) 		9.04%
(7.34%, 11.10%) 		2.68%
(1.84%, 3.86%)
R - College Grad 0.54%
(0.20%, 1.42%) 		2.32%
(1.54%, 3.50%) 		12.62%
(10.18%, 15.54%) 		24.38%
(21.16%, 27.92%) 		60.14%
(56.10%, 64.04%)
R - Not college grad 0.36%
(0.16%, 0.74%) 		2.74%
(1.98%, 3.80%) 		10.70%
(8.98%, 12.70%) 		22.12%
(19.72%, 24.72%) 		64.08%
(61.10%, 66.98%) 
anes %>% tabtemplate1(V201210, "Biden: Knowledgeable")
Biden: Knowledgeable
Count Pct
-Refused 25 0.30%
-Don’t know 1 0.02%
Extremely well 1,047 12.64%
Very well 1,879 22.70%
Moderately well 1,826 22.06%
Slightly well 1,388 16.76%
Not well at all 2,114 25.52%
Biden: Knowledgeable
D Voters R Voters
Extremely well 24.3% 0.6%
Very well 40.5% 3.9%
Moderately well 25.1% 15.4%
Slightly well 7.8% 25.7%
Not well at all 2.3% 54.4%
Biden: Knowledgeable
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 24.30%
(22.62%, 26.06%) 		40.46%
(38.32%, 42.64%) 		25.14%
(23.22%, 27.16%) 		7.78%
(6.56%, 9.22%) 		2.32%
(1.74%, 3.10%)
R 0.62%
(0.36%, 1.04%) 		3.94%
(3.04%, 5.06%) 		15.38%
(13.68%, 17.24%) 		25.66%
(23.66%, 27.78%) 		54.40%
(52.04%, 56.76%)
Gender
D - Male 20.54%
(18.14%, 23.14%) 		41.58%
(38.38%, 44.86%) 		27.04%
(24.04%, 30.24%) 		8.16%
(6.44%, 10.28%) 		2.70%
(1.82%, 3.98%)
D - Female 27.34%
(25.02%, 29.80%) 		39.48%
(36.64%, 42.40%) 		23.60%
(21.30%, 26.08%) 		7.54%
(6.10%, 9.28%) 		2.02%
(1.30%, 3.18%)
R - Male 0.56%
(0.28%, 1.12%) 		3.98%
(2.66%, 5.90%) 		15.48%
(12.82%, 18.60%) 		25.32%
(22.80%, 28.04%) 		54.64%
(51.22%, 58.02%)
R - Female 0.64%
(0.28%, 1.44%) 		3.92%
(2.78%, 5.50%) 		15.20%
(13.08%, 17.60%) 		25.90%
(22.94%, 29.12%) 		54.32%
(51.02%, 57.60%)
Age and Gender
D - Male - 18 to 34 15.84%
(10.90%, 22.48%) 		32.60%
(26.88%, 38.90%) 		32.84%
(26.16%, 40.32%) 		12.94%
(8.84%, 18.54%) 		5.78%
(3.50%, 9.38%)
D - Male - 35 to 54 18.36%
(14.92%, 22.36%) 		41.56%
(36.16%, 47.16%) 		29.62%
(24.40%, 35.46%) 		8.06%
(5.58%, 11.50%) 		2.42%
(1.34%, 4.30%)
D - Male - 55+ 26.22%
(22.46%, 30.36%) 		48.76%
(43.96%, 53.58%) 		20.16%
(16.32%, 24.64%) 		4.20%
(2.60%, 6.72%) 		0.66%
(0.20%, 2.26%)
D - Female - 18 to 34 16.06%
(12.34%, 20.66%) 		32.02%
(26.82%, 37.70%) 		33.90%
(28.58%, 39.66%) 		13.10%
(9.72%, 17.44%) 		4.92%
(2.78%, 8.54%)
D - Female - 35 to 54 23.52%
(19.64%, 27.88%) 		43.12%
(38.08%, 48.30%) 		24.16%
(20.06%, 28.80%) 		7.32%
(5.26%, 10.10%) 		1.88%
(0.80%, 4.34%)
D - Female - 55+ 37.52%
(33.40%, 41.80%) 		42.26%
(37.98%, 46.64%) 		16.32%
(13.22%, 20.00%) 		3.66%
(2.16%, 6.18%) 		0.24%
(0.08%, 0.80%)
R - Male - 18 to 34 0.62%
(0.12%, 3.10%) 		4.08%
(1.52%, 10.52%) 		13.52%
(8.72%, 20.34%) 		25.18%
(19.10%, 32.44%) 		56.58%
(48.82%, 64.06%)
R - Male - 35 to 54 0.44%
(0.12%, 1.66%) 		4.72%
(2.64%, 8.30%) 		13.96%
(10.52%, 18.30%) 		26.18%
(22.02%, 30.84%) 		54.70%
(49.24%, 60.04%)
R - Male - 55+ 0.44%
(0.18%, 1.12%) 		2.94%
(1.82%, 4.70%) 		17.84%
(13.94%, 22.56%) 		24.32%
(20.58%, 28.50%) 		54.44%
(49.58%, 59.20%)
R - Female - 18 to 34 1.04%
(0.24%, 4.46%) 		4.42%
(2.32%, 8.24%) 		15.06%
(10.16%, 21.74%) 		22.80%
(16.34%, 30.88%) 		56.68%
(47.90%, 65.06%)
R - Female - 35 to 54 1.26%
(0.42%, 3.66%) 		3.54%
(1.84%, 6.70%) 		14.42%
(10.86%, 18.88%) 		27.10%
(22.62%, 32.08%) 		53.70%
(47.68%, 59.60%)
R - Female - 55+ 0.12%
(0.02%, 0.86%) 		3.22%
(1.80%, 5.68%) 		16.10%
(13.20%, 19.50%) 		25.70%
(22.04%, 29.74%) 		54.86%
(50.62%, 59.02%)
Race
D - White 23.40%
(21.26%, 25.68%) 		42.40%
(39.60%, 45.22%) 		24.16%
(21.78%, 26.70%) 		7.68%
(6.30%, 9.34%) 		2.38%
(1.66%, 3.38%)
D - Non-white 25.26%
(22.34%, 28.40%) 		38.18%
(35.18%, 41.28%) 		26.46%
(23.26%, 29.92%) 		7.86%
(6.16%, 9.98%) 		2.26%
(1.38%, 3.64%)
R - White 0.34%
(0.18%, 0.60%) 		2.80%
(2.10%, 3.74%) 		14.28%
(12.52%, 16.24%) 		26.18%
(23.88%, 28.60%) 		56.42%
(53.66%, 59.14%)
R - Non-white 1.40%
(0.56%, 3.50%) 		9.10%
(5.70%, 14.20%) 		20.74%
(16.78%, 25.32%) 		22.66%
(18.44%, 27.52%) 		46.10%
(41.30%, 50.98%)
Education
D - College Grad 20.64%
(18.40%, 23.08%) 		44.40%
(41.54%, 47.28%) 		25.94%
(23.38%, 28.66%) 		7.04%
(5.64%, 8.76%) 		1.98%
(1.26%, 3.12%)
D - Not college grad 26.80%
(24.26%, 29.52%) 		37.66%
(34.76%, 40.68%) 		24.64%
(22.00%, 27.48%) 		8.26%
(6.56%, 10.32%) 		2.64%
(1.78%, 3.90%)
R - College Grad 0.66%
(0.28%, 1.52%) 		4.46%
(3.08%, 6.42%) 		15.74%
(13.34%, 18.50%) 		29.26%
(25.98%, 32.78%) 		49.88%
(46.10%, 53.64%)
R - Not college grad 0.60%
(0.30%, 1.18%) 		3.78%
(2.64%, 5.40%) 		15.24%
(13.16%, 17.56%) 		23.84%
(21.48%, 26.38%) 		56.54%
(53.58%, 59.46%) 
anes %>% tabtemplate1(V201211, "Biden: Honest")
Biden: Honest
Count Pct
-Refused 25 0.30%
-Don’t know 5 0.06%
Extremely well 1,022 12.34%
Very well 1,580 19.08%
Moderately well 1,760 21.26%
Slightly well 1,357 16.40%
Not well at all 2,531 30.56%
Biden: Honest
D Voters R Voters
Extremely well 23.8% 0.6%
Very well 35.1% 2.7%
Moderately well 28.0% 10.5%
Slightly well 10.4% 20.9%
Not well at all 2.8% 65.3%
Biden: Honest
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 23.78%
(21.88%, 25.78%) 		35.06%
(33.16%, 37.02%) 		27.96%
(25.88%, 30.14%) 		10.42%
(9.18%, 11.80%) 		2.78%
(2.12%, 3.66%)
R 0.56%
(0.28%, 1.14%) 		2.70%
(2.10%, 3.46%) 		10.50%
(9.26%, 11.90%) 		20.94%
(19.16%, 22.84%) 		65.30%
(63.26%, 67.26%)
Gender
D - Male 22.86%
(20.26%, 25.72%) 		34.82%
(31.92%, 37.84%) 		29.26%
(26.30%, 32.40%) 		10.14%
(8.30%, 12.34%) 		2.90%
(1.94%, 4.32%)
D - Female 24.46%
(22.00%, 27.10%) 		35.26%
(32.82%, 37.78%) 		26.96%
(24.36%, 29.76%) 		10.58%
(8.94%, 12.50%) 		2.72%
(1.86%, 3.96%)
R - Male 0.52%
(0.16%, 1.78%) 		2.96%
(2.04%, 4.26%) 		10.74%
(8.88%, 12.92%) 		20.24%
(17.82%, 22.90%) 		65.54%
(62.52%, 68.44%)
R - Female 0.60%
(0.28%, 1.26%) 		2.46%
(1.58%, 3.80%) 		10.22%
(8.46%, 12.32%) 		21.76%
(19.16%, 24.60%) 		64.96%
(62.02%, 67.80%)
Age and Gender
D - Male - 18 to 34 14.76%
(10.36%, 20.58%) 		27.00%
(21.14%, 33.78%) 		38.56%
(32.62%, 44.86%) 		15.38%
(11.46%, 20.34%) 		4.32%
(2.36%, 7.78%)
D - Male - 35 to 54 19.46%
(15.44%, 24.22%) 		35.56%
(30.76%, 40.68%) 		30.66%
(26.08%, 35.68%) 		10.30%
(7.70%, 13.66%) 		4.02%
(2.22%, 7.16%)
D - Male - 55+ 32.62%
(28.50%, 37.04%) 		39.80%
(35.24%, 44.52%) 		20.86%
(17.30%, 24.92%) 		5.86%
(3.62%, 9.32%) 		0.88%
(0.30%, 2.44%)
D - Female - 18 to 34 11.70%
(8.38%, 16.10%) 		26.40%
(21.68%, 31.74%) 		38.52%
(33.80%, 43.46%) 		17.46%
(13.54%, 22.22%) 		5.92%
(3.58%, 9.62%)
D - Female - 35 to 54 18.60%
(15.24%, 22.46%) 		37.42%
(33.08%, 41.96%) 		29.50%
(25.28%, 34.10%) 		12.12%
(9.00%, 16.12%) 		2.36%
(1.28%, 4.32%)
D - Female - 55+ 37.16%
(32.92%, 41.62%) 		39.32%
(35.44%, 43.32%) 		17.78%
(14.44%, 21.72%) 		4.86%
(3.38%, 6.94%) 		0.88%
(0.24%, 3.28%)
R - Male - 18 to 34 0.08%
(0.02%, 0.54%) 		2.92%
(1.32%, 6.40%) 		11.14%
(6.90%, 17.52%) 		17.60%
(12.08%, 24.92%) 		68.26%
(60.82%, 74.86%)
R - Male - 35 to 54 0.32%
(0.04%, 2.28%) 		2.40%
(1.28%, 4.48%) 		10.18%
(7.06%, 14.44%) 		23.72%
(18.90%, 29.32%) 		63.38%
(57.14%, 69.20%)
R - Male - 55+ 0.92%
(0.20%, 4.02%) 		2.66%
(1.52%, 4.64%) 		11.26%
(8.46%, 14.80%) 		19.20%
(15.94%, 22.96%) 		65.94%
(61.88%, 69.80%)
R - Female - 18 to 34 1.26%
(0.30%, 5.10%) 		1.22%
(0.34%, 4.28%) 		12.84%
(8.08%, 19.82%) 		21.22%
(14.88%, 29.34%) 		63.44%
(54.20%, 71.80%)
R - Female - 35 to 54 0.46%
(0.12%, 1.70%) 		2.82%
(1.44%, 5.44%) 		8.56%
(5.90%, 12.22%) 		25.60%
(20.66%, 31.26%) 		62.56%
(56.96%, 67.84%)
R - Female - 55+ 0.28%
(0.06%, 1.10%) 		2.46%
(1.26%, 4.76%) 		9.76%
(7.36%, 12.84%) 		20.44%
(16.68%, 24.78%) 		67.08%
(63.02%, 70.88%)
Race
D - White 25.46%
(23.12%, 27.94%) 		36.32%
(34.08%, 38.64%) 		25.32%
(22.96%, 27.86%) 		10.62%
(8.94%, 12.58%) 		2.28%
(1.56%, 3.28%)
D - Non-white 21.46%
(18.90%, 24.28%) 		33.70%
(30.70%, 36.82%) 		31.26%
(28.12%, 34.58%) 		10.14%
(8.52%, 12.04%) 		3.44%
(2.32%, 5.06%)
R - White 0.46%
(0.18%, 1.18%) 		1.78%
(1.24%, 2.54%) 		9.98%
(8.64%, 11.54%) 		20.52%
(18.58%, 22.60%) 		67.26%
(64.98%, 69.46%)
R - Non-white 0.98%
(0.36%, 2.72%) 		6.94%
(4.72%, 10.12%) 		12.98%
(9.24%, 17.96%) 		22.60%
(17.78%, 28.28%) 		56.48%
(50.40%, 62.38%)
Education
D - College Grad 23.50%
(20.90%, 26.32%) 		35.88%
(33.36%, 38.50%) 		28.78%
(26.34%, 31.36%) 		9.20%
(7.68%, 10.98%) 		2.64%
(1.68%, 4.10%)
D - Not college grad 24.32%
(21.74%, 27.12%) 		34.02%
(31.22%, 36.96%) 		27.44%
(24.68%, 30.40%) 		11.22%
(9.46%, 13.26%) 		2.98%
(2.10%, 4.20%)
R - College Grad 0.88%
(0.24%, 3.22%) 		2.52%
(1.48%, 4.24%) 		13.36%
(10.76%, 16.48%) 		22.42%
(19.00%, 26.24%) 		60.84%
(56.64%, 64.86%)
R - Not college grad 0.42%
(0.20%, 0.86%) 		2.84%
(2.06%, 3.90%) 		9.44%
(7.88%, 11.26%) 		20.12%
(17.96%, 22.46%) 		67.20%
(64.62%, 69.68%) 
anes %>% tabtemplate1(V201212, "Trump: Strong leadership")
Trump: Strong leadership
Count Pct
-Refused 21 0.26%
Extremely well 1,548 18.70%
Very well 1,138 13.74%
Moderately well 920 11.12%
Slightly well 806 9.72%
Not well at all 3,847 46.46%
Trump: Strong leadership
D Voters R Voters
Extremely well 0.8% 45.6%
Very well 1.6% 30.5%
Moderately well 5.9% 15.5%
Slightly well 10.3% 6.2%
Not well at all 81.5% 2.2%
Trump: Strong leadership
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 0.80%
(0.52%, 1.22%) 		1.64%
(1.18%, 2.26%) 		5.86%
(4.84%, 7.06%) 		10.26%
(8.92%, 11.76%) 		81.46%
(79.38%, 83.36%)
R 45.56%
(43.42%, 47.70%) 		30.54%
(28.64%, 32.50%) 		15.52%
(13.84%, 17.34%) 		6.18%
(5.00%, 7.60%) 		2.22%
(1.64%, 2.98%)
Gender
D - Male 0.62%
(0.32%, 1.18%) 		2.26%
(1.42%, 3.54%) 		6.12%
(4.78%, 7.80%) 		11.00%
(8.88%, 13.56%) 		80.02%
(76.80%, 82.88%)
D - Female 0.96%
(0.54%, 1.70%) 		1.14%
(0.70%, 1.86%) 		5.70%
(4.36%, 7.44%) 		9.62%
(8.10%, 11.36%) 		82.60%
(80.20%, 84.76%)
R - Male 46.30%
(43.26%, 49.38%) 		29.12%
(26.62%, 31.74%) 		15.82%
(13.64%, 18.28%) 		6.68%
(5.14%, 8.62%) 		2.08%
(1.42%, 3.06%)
R - Female 44.80%
(41.74%, 47.90%) 		32.16%
(29.36%, 35.08%) 		15.10%
(12.78%, 17.76%) 		5.62%
(4.14%, 7.60%) 		2.30%
(1.48%, 3.56%)
Age and Gender
D - Male - 18 to 34 0.26%
(0.04%, 1.86%) 		1.92%
(0.78%, 4.64%) 		6.52%
(3.84%, 10.84%) 		16.40%
(11.76%, 22.44%) 		74.90%
(68.36%, 80.48%)
D - Male - 35 to 54 1.04%
(0.38%, 2.78%) 		3.18%
(1.66%, 6.02%) 		6.84%
(4.68%, 9.92%) 		8.72%
(5.90%, 12.70%) 		80.22%
(75.10%, 84.50%)
D - Male - 55+ 0.54%
(0.22%, 1.30%) 		1.66%
(0.74%, 3.66%) 		5.24%
(3.32%, 8.14%) 		9.08%
(6.64%, 12.30%) 		83.50%
(79.56%, 86.80%)
D - Female - 18 to 34 0.84%
(0.30%, 2.34%) 		0.94%
(0.40%, 2.20%) 		6.32%
(3.88%, 10.12%) 		13.56%
(10.36%, 17.56%) 		78.34%
(73.10%, 82.78%)
D - Female - 35 to 54 1.48%
(0.50%, 4.22%) 		1.38%
(0.66%, 2.88%) 		5.92%
(3.94%, 8.82%) 		9.00%
(6.88%, 11.70%) 		82.22%
(78.32%, 85.54%)
D - Female - 55+ 0.56%
(0.22%, 1.40%) 		1.10%
(0.42%, 2.76%) 		5.26%
(3.44%, 7.92%) 		7.58%
(5.74%, 9.96%) 		85.50%
(82.28%, 88.22%)
R - Male - 18 to 34 40.14%
(32.96%, 47.76%) 		26.58%
(20.14%, 34.16%) 		18.26%
(12.64%, 25.66%) 		12.38%
(7.84%, 19.04%) 		2.64%
(1.10%, 6.22%)
R - Male - 35 to 54 44.90%
(40.04%, 49.84%) 		33.56%
(28.10%, 39.50%) 		12.40%
(9.44%, 16.10%) 		6.38%
(4.10%, 9.80%) 		2.76%
(1.46%, 5.14%)
R - Male - 55+ 49.90%
(45.76%, 54.04%) 		27.40%
(24.00%, 31.10%) 		17.18%
(13.96%, 20.94%) 		4.20%
(2.58%, 6.80%) 		1.32%
(0.72%, 2.42%)
R - Female - 18 to 34 37.44%
(29.64%, 45.94%) 		28.82%
(22.04%, 36.72%) 		22.38%
(15.68%, 30.92%) 		7.78%
(4.08%, 14.30%) 		3.58%
(1.50%, 8.28%)
R - Female - 35 to 54 45.04%
(39.80%, 50.40%) 		32.26%
(27.02%, 38.02%) 		13.66%
(9.92%, 18.50%) 		5.14%
(3.00%, 8.68%) 		3.90%
(2.14%, 7.04%)
R - Female - 55+ 47.84%
(43.72%, 52.00%) 		34.72%
(31.04%, 38.58%) 		12.90%
(10.24%, 16.12%) 		3.58%
(2.28%, 5.58%) 		0.96%
(0.46%, 2.02%)
Race
D - White 0.66%
(0.38%, 1.14%) 		1.38%
(0.92%, 2.08%) 		4.86%
(3.74%, 6.28%) 		11.16%
(9.38%, 13.22%) 		81.96%
(79.32%, 84.30%)
D - Non-white 0.98%
(0.54%, 1.76%) 		1.96%
(1.22%, 3.18%) 		7.12%
(5.48%, 9.24%) 		9.28%
(7.64%, 11.24%) 		80.64%
(77.76%, 83.20%)
R - White 46.98%
(44.56%, 49.40%) 		31.62%
(29.56%, 33.76%) 		15.52%
(13.74%, 17.48%) 		4.66%
(3.78%, 5.72%) 		1.24%
(0.90%, 1.70%)
R - Non-white 39.52%
(34.20%, 45.10%) 		25.26%
(20.80%, 30.30%) 		15.28%
(11.74%, 19.66%) 		13.20%
(8.96%, 19.06%) 		6.72%
(4.28%, 10.40%)
Education
D - College Grad 0.64%
(0.34%, 1.14%) 		1.42%
(0.94%, 2.16%) 		4.96%
(3.62%, 6.78%) 		9.44%
(7.94%, 11.18%) 		83.54%
(80.92%, 85.88%)
D - Not college grad 0.88%
(0.50%, 1.56%) 		1.80%
(1.16%, 2.82%) 		6.68%
(5.18%, 8.58%) 		11.04%
(9.32%, 13.06%) 		79.58%
(77.00%, 81.94%)
R - College Grad 40.42%
(36.86%, 44.08%) 		29.80%
(26.72%, 33.08%) 		20.12%
(17.02%, 23.60%) 		7.42%
(5.36%, 10.16%) 		2.26%
(1.48%, 3.40%)
R - Not college grad 47.60%
(44.86%, 50.34%) 		30.82%
(28.46%, 33.28%) 		13.56%
(11.58%, 15.82%) 		5.78%
(4.50%, 7.42%) 		2.24%
(1.54%, 3.24%) 
anes %>% tabtemplate1(V201213, "Trump: Really cares")
Trump: Really cares
Count Pct
-Refused 21 0.26%
Extremely well 1,225 14.80%
Very well 1,076 13.00%
Moderately well 895 10.80%
Slightly well 730 8.82%
Not well at all 4,333 52.34%
Trump: Really cares
D Voters R Voters
Extremely well 0.6% 36.3%
Very well 0.7% 30.7%
Moderately well 3.0% 19.1%
Slightly well 6.2% 9.6%
Not well at all 89.6% 4.3%
Trump: Really cares
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 0.56%
(0.32%, 1.00%) 		0.72%
(0.44%, 1.20%) 		2.96%
(2.26%, 3.86%) 		6.18%
(5.16%, 7.38%) 		89.58%
(88.10%, 90.88%)
R 36.30%
(34.30%, 38.34%) 		30.74%
(28.80%, 32.74%) 		19.12%
(17.44%, 20.94%) 		9.56%
(8.28%, 11.04%) 		4.26%
(3.40%, 5.36%)
Gender
D - Male 0.64%
(0.26%, 1.54%) 		1.10%
(0.56%, 2.10%) 		3.14%
(2.12%, 4.64%) 		6.30%
(4.78%, 8.26%) 		88.82%
(86.44%, 90.82%)
D - Female 0.52%
(0.26%, 1.04%) 		0.44%
(0.20%, 0.92%) 		2.82%
(2.00%, 3.98%) 		6.08%
(4.76%, 7.70%) 		90.16%
(88.26%, 91.78%)
R - Male 35.32%
(32.34%, 38.40%) 		32.36%
(29.50%, 35.36%) 		18.38%
(16.08%, 20.90%) 		10.28%
(8.44%, 12.48%) 		3.66%
(2.60%, 5.14%)
R - Female 37.40%
(34.82%, 40.06%) 		29.18%
(26.30%, 32.22%) 		19.86%
(17.34%, 22.66%) 		8.84%
(7.32%, 10.64%) 		4.72%
(3.40%, 6.52%)
Age and Gender
D - Male - 18 to 34 NA 0.58%
(0.14%, 2.44%) 		4.80%
(2.58%, 8.76%) 		6.26%
(3.72%, 10.36%) 		88.34%
(83.64%, 91.84%)
D - Male - 35 to 54 1.08%
(0.38%, 3.04%) 		1.90%
(0.74%, 4.76%) 		2.82%
(1.38%, 5.66%) 		8.14%
(5.36%, 12.22%) 		86.06%
(81.18%, 89.82%)
D - Male - 55+ 0.78%
(0.18%, 3.44%) 		0.78%
(0.24%, 2.58%) 		2.24%
(1.18%, 4.22%) 		4.52%
(3.12%, 6.48%) 		91.68%
(88.40%, 94.10%)
D - Female - 18 to 34 0.24%
(0.04%, 1.66%) 		0.22%
(0.04%, 1.00%) 		3.90%
(2.06%, 7.28%) 		4.28%
(2.62%, 6.94%) 		91.36%
(87.42%, 94.16%)
D - Female - 35 to 54 0.72%
(0.22%, 2.38%) 		0.98%
(0.38%, 2.60%) 		2.02%
(1.16%, 3.52%) 		6.72%
(4.48%, 9.96%) 		89.54%
(85.92%, 92.32%)
D - Female - 55+ 0.56%
(0.22%, 1.48%) 		0.18%
(0.06%, 0.50%) 		2.78%
(1.58%, 4.84%) 		6.78%
(4.70%, 9.68%) 		89.72%
(86.60%, 92.18%)
R - Male - 18 to 34 35.62%
(28.62%, 43.30%) 		24.72%
(19.20%, 31.24%) 		21.22%
(15.32%, 28.62%) 		10.00%
(6.14%, 15.88%) 		8.44%
(4.72%, 14.68%)
R - Male - 35 to 54 34.64%
(29.42%, 40.24%) 		31.72%
(26.46%, 37.48%) 		17.90%
(14.00%, 22.62%) 		12.62%
(9.22%, 17.06%) 		3.12%
(1.80%, 5.32%)
R - Male - 55+ 35.86%
(31.86%, 40.08%) 		35.54%
(31.22%, 40.12%) 		17.36%
(14.44%, 20.76%) 		9.42%
(6.82%, 12.88%) 		1.78%
(1.10%, 2.92%)
R - Female - 18 to 34 31.20%
(23.82%, 39.70%) 		23.66%
(17.24%, 31.54%) 		27.08%
(20.58%, 34.76%) 		10.86%
(6.72%, 17.08%) 		7.20%
(3.74%, 13.44%)
R - Female - 35 to 54 35.28%
(29.70%, 41.30%) 		30.66%
(26.02%, 35.76%) 		20.56%
(16.14%, 25.80%) 		7.96%
(5.28%, 11.84%) 		5.52%
(3.20%, 9.36%)
R - Female - 55+ 41.66%
(37.70%, 45.72%) 		30.36%
(26.10%, 34.98%) 		16.94%
(13.88%, 20.48%) 		8.10%
(6.08%, 10.70%) 		2.96%
(1.80%, 4.84%)
Race
D - White 0.40%
(0.18%, 0.86%) 		0.64%
(0.34%, 1.18%) 		2.34%
(1.68%, 3.28%) 		6.58%
(5.30%, 8.12%) 		90.04%
(88.16%, 91.64%)
D - Non-white 0.78%
(0.36%, 1.72%) 		0.84%
(0.38%, 1.88%) 		3.70%
(2.50%, 5.42%) 		5.76%
(4.46%, 7.42%) 		88.92%
(86.64%, 90.84%)
R - White 38.70%
(36.50%, 40.94%) 		32.16%
(30.06%, 34.32%) 		18.20%
(16.38%, 20.16%) 		8.10%
(6.88%, 9.50%) 		2.86%
(2.16%, 3.78%)
R - Non-white 25.70%
(20.54%, 31.62%) 		24.20%
(20.00%, 28.96%) 		23.02%
(18.22%, 28.62%) 		16.38%
(12.16%, 21.70%) 		10.70%
(7.48%, 15.10%)
Education
D - College Grad 0.12%
(0.04%, 0.36%) 		0.74%
(0.40%, 1.36%) 		1.64%
(1.00%, 2.70%) 		5.86%
(4.44%, 7.70%) 		91.64%
(89.60%, 93.30%)
D - Not college grad 0.92%
(0.48%, 1.72%) 		0.74%
(0.34%, 1.58%) 		4.02%
(2.94%, 5.48%) 		6.36%
(4.98%, 8.10%) 		87.96%
(85.74%, 89.86%)
R - College Grad 28.34%
(25.44%, 31.46%) 		32.80%
(29.36%, 36.46%) 		22.90%
(19.92%, 26.20%) 		11.90%
(9.82%, 14.34%) 		4.04%
(2.76%, 5.90%)
R - Not college grad 39.72%
(37.14%, 42.38%) 		29.98%
(27.62%, 32.44%) 		17.38%
(15.36%, 19.60%) 		8.70%
(7.06%, 10.68%) 		4.22%
(3.20%, 5.54%) 
anes %>% tabtemplate1(V201214, "Trump: Knowledgeable")
Trump: Knowledgeable
Count Pct
-Refused 21 0.26%
-Don’t know 1 0.00%
Extremely well 1,009 12.18%
Very well 1,230 14.86%
Moderately well 1,140 13.76%
Slightly well 932 11.26%
Not well at all 3,947 47.68%
Trump: Knowledgeable
D Voters R Voters
Extremely well 0.7% 29.5%
Very well 1.3% 34.7%
Moderately well 5.2% 22.6%
Slightly well 10.6% 9.2%
Not well at all 82.3% 4.1%
Trump: Knowledgeable
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 0.72%
(0.44%, 1.18%) 		1.30%
(0.88%, 1.88%) 		5.16%
(4.14%, 6.38%) 		10.56%
(9.40%, 11.86%) 		82.26%
(80.66%, 83.76%)
R 29.46%
(27.52%, 31.46%) 		34.72%
(32.60%, 36.90%) 		22.56%
(20.84%, 24.40%) 		9.20%
(8.08%, 10.48%) 		4.06%
(3.18%, 5.14%)
Gender
D - Male 0.82%
(0.40%, 1.66%) 		1.50%
(0.90%, 2.46%) 		6.22%
(4.48%, 8.56%) 		9.64%
(8.04%, 11.54%) 		81.82%
(79.08%, 84.28%)
D - Female 0.62%
(0.30%, 1.24%) 		1.10%
(0.64%, 1.88%) 		4.26%
(3.14%, 5.78%) 		11.34%
(9.56%, 13.40%) 		82.70%
(80.38%, 84.78%)
R - Male 26.56%
(24.04%, 29.26%) 		34.64%
(31.82%, 37.56%) 		24.70%
(22.10%, 27.50%) 		10.38%
(8.66%, 12.38%) 		3.72%
(2.58%, 5.38%)
R - Female 32.56%
(29.92%, 35.34%) 		34.98%
(32.20%, 37.88%) 		20.22%
(17.92%, 22.74%) 		7.86%
(6.30%, 9.76%) 		4.36%
(3.12%, 6.08%)
Age and Gender
D - Male - 18 to 34 1.18%
(0.42%, 3.18%) 		1.48%
(0.52%, 4.08%) 		6.32%
(3.60%, 10.82%) 		9.88%
(6.50%, 14.74%) 		81.16%
(75.36%, 85.84%)
D - Male - 35 to 54 0.96%
(0.32%, 2.86%) 		1.64%
(0.76%, 3.52%) 		7.42%
(4.50%, 12.00%) 		7.14%
(5.00%, 10.10%) 		82.84%
(78.10%, 86.72%)
D - Male - 55+ 0.46%
(0.08%, 2.34%) 		1.44%
(0.62%, 3.30%) 		5.28%
(3.20%, 8.58%) 		11.20%
(8.44%, 14.72%) 		81.62%
(77.04%, 85.44%)
D - Female - 18 to 34 1.12%
(0.38%, 3.26%) 		1.10%
(0.42%, 2.84%) 		5.66%
(3.24%, 9.66%) 		9.90%
(6.80%, 14.18%) 		82.24%
(77.04%, 86.44%)
D - Female - 35 to 54 0.80%
(0.26%, 2.42%) 		1.74%
(0.70%, 4.34%) 		4.16%
(2.62%, 6.54%) 		12.38%
(9.44%, 16.04%) 		80.92%
(76.72%, 84.54%)
D - Female - 55+ 0.18%
(0.04%, 0.80%) 		0.66%
(0.32%, 1.34%) 		3.52%
(2.14%, 5.76%) 		10.88%
(8.34%, 14.04%) 		84.78%
(81.22%, 87.76%)
R - Male - 18 to 34 22.94%
(17.00%, 30.20%) 		26.26%
(20.12%, 33.48%) 		30.00%
(23.50%, 37.44%) 		16.40%
(11.92%, 22.12%) 		4.40%
(2.10%, 9.00%)
R - Male - 35 to 54 24.52%
(19.70%, 30.06%) 		34.56%
(28.76%, 40.82%) 		24.00%
(19.44%, 29.24%) 		11.60%
(8.78%, 15.18%) 		5.34%
(3.06%, 9.16%)
R - Male - 55+ 29.74%
(26.34%, 33.36%) 		37.84%
(33.46%, 42.44%) 		23.14%
(19.76%, 26.92%) 		6.90%
(4.80%, 9.82%) 		2.38%
(1.34%, 4.20%)
R - Female - 18 to 34 26.48%
(19.96%, 34.22%) 		31.92%
(24.66%, 40.20%) 		25.78%
(19.28%, 33.56%) 		8.80%
(5.28%, 14.34%) 		7.00%
(3.66%, 12.96%)
R - Female - 35 to 54 30.30%
(25.36%, 35.72%) 		32.08%
(26.72%, 37.96%) 		24.56%
(19.56%, 30.34%) 		8.72%
(6.00%, 12.50%) 		4.36%
(2.52%, 7.42%)
R - Female - 55+ 36.94%
(32.74%, 41.32%) 		37.98%
(33.66%, 42.52%) 		15.66%
(13.18%, 18.52%) 		7.22%
(5.10%, 10.12%) 		2.20%
(1.38%, 3.44%)
Race
D - White 0.62%
(0.30%, 1.28%) 		1.20%
(0.70%, 2.02%) 		3.38%
(2.56%, 4.48%) 		11.08%
(9.48%, 12.90%) 		83.70%
(81.60%, 85.62%)
D - Non-white 0.80%
(0.42%, 1.56%) 		1.44%
(0.84%, 2.44%) 		7.34%
(5.50%, 9.74%) 		9.92%
(8.10%, 12.10%) 		80.50%
(77.64%, 83.06%)
R - White 31.44%
(29.34%, 33.62%) 		35.38%
(33.16%, 37.66%) 		22.76%
(20.74%, 24.90%) 		8.04%
(6.82%, 9.46%) 		2.40%
(1.74%, 3.26%)
R - Non-white 21.02%
(16.96%, 25.74%) 		30.98%
(26.00%, 36.46%) 		21.94%
(18.46%, 25.88%) 		14.44%
(11.02%, 18.72%) 		11.62%
(8.20%, 16.22%)
Education
D - College Grad 0.30%
(0.10%, 0.90%) 		0.74%
(0.42%, 1.34%) 		2.96%
(1.96%, 4.42%) 		10.60%
(8.86%, 12.64%) 		85.40%
(82.96%, 87.56%)
D - Not college grad 1.04%
(0.60%, 1.84%) 		1.76%
(1.12%, 2.80%) 		6.90%
(5.38%, 8.84%) 		10.62%
(9.00%, 12.50%) 		79.66%
(77.38%, 81.76%)
R - College Grad 24.40%
(21.76%, 27.24%) 		32.12%
(28.56%, 35.90%) 		27.16%
(23.86%, 30.76%) 		12.36%
(9.74%, 15.54%) 		3.96%
(2.70%, 5.78%)
R - Not college grad 31.86%
(29.18%, 34.64%) 		35.50%
(32.96%, 38.14%) 		20.74%
(18.76%, 22.88%) 		7.74%
(6.42%, 9.28%) 		4.18%
(3.08%, 5.64%) 
anes %>% tabtemplate1(V201215, "Trump: Honest")
Trump: Honest
Count Pct
-Refused 18 0.22%
-Don’t know 1 0.00%
Extremely well 710 8.58%
Very well 1,034 12.50%
Moderately well 1,227 14.82%
Slightly well 734 8.86%
Not well at all 4,556 55.02%
Trump: Honest
D Voters R Voters
Extremely well 0.7% 20.1%
Very well 0.4% 30.2%
Moderately well 2.2% 30.0%
Slightly well 4.1% 12.9%
Not well at all 92.6% 6.9%
Trump: Honest
Extremely well Very well Moderately well Slightly well Not well at all
Vote Intent
D 0.70%
(0.42%, 1.20%) 		0.42%
(0.22%, 0.86%) 		2.16%
(1.58%, 2.98%) 		4.08%
(3.30%, 5.04%) 		92.62%
(91.36%, 93.72%)
R 20.12%
(18.52%, 21.82%) 		30.18%
(28.16%, 32.26%) 		29.96%
(27.76%, 32.26%) 		12.86%
(11.54%, 14.30%) 		6.88%
(5.78%, 8.18%)
Gender
D - Male 0.52%
(0.22%, 1.24%) 		0.54%
(0.18%, 1.64%) 		2.72%
(1.78%, 4.12%) 		4.02%
(2.90%, 5.52%) 		92.20%
(90.08%, 93.88%)
D - Female 0.86%
(0.44%, 1.68%) 		0.34%
(0.18%, 0.68%) 		1.74%
(1.14%, 2.62%) 		4.06%
(3.04%, 5.38%) 		93.02%
(91.52%, 94.26%)
R - Male 17.18%
(14.94%, 19.70%) 		30.84%
(28.22%, 33.60%) 		30.66%
(27.50%, 34.02%) 		13.60%
(11.68%, 15.76%) 		7.72%
(6.12%, 9.68%)
R - Female 23.08%
(20.62%, 25.72%) 		29.58%
(26.36%, 33.00%) 		29.28%
(26.36%, 32.38%) 		12.10%
(10.14%, 14.36%) 		5.98%
(4.52%, 7.86%)
Age and Gender
D - Male - 18 to 34 0.58%
(0.14%, 2.38%) 		0.66%
(0.16%, 2.74%) 		3.72%
(1.82%, 7.44%) 		5.80%
(3.22%, 10.22%) 		89.24%
(84.38%, 92.70%)
D - Male - 35 to 54 0.70%
(0.16%, 2.84%) 		1.00%
(0.20%, 4.90%) 		2.64%
(1.26%, 5.46%) 		2.84%
(1.66%, 4.80%) 		92.82%
(89.52%, 95.12%)
D - Male - 55+ 0.36%
(0.08%, 1.48%) 		0.04%
(0.00%, 0.22%) 		2.08%
(1.10%, 3.84%) 		3.94%
(2.40%, 6.38%) 		93.60%
(91.10%, 95.42%)
D - Female - 18 to 34 1.68%
(0.56%, 4.90%) 		0.64%
(0.24%, 1.72%) 		3.16%
(1.52%, 6.46%) 		5.66%
(3.50%, 9.02%) 		88.84%
(84.42%, 92.14%)
D - Female - 35 to 54 0.72%
(0.20%, 2.42%) 		0.28%
(0.06%, 1.28%) 		1.68%
(0.98%, 2.84%) 		4.48%
(2.92%, 6.82%) 		92.84%
(90.10%, 94.88%)
D - Female - 55+ 0.48%
(0.20%, 1.12%) 		0.22%
(0.08%, 0.58%) 		0.94%
(0.46%, 1.94%) 		2.60%
(1.52%, 4.44%) 		95.78%
(93.66%, 97.22%)
R - Male - 18 to 34 24.90%
(18.64%, 32.42%) 		22.40%
(16.90%, 29.06%) 		29.34%
(22.14%, 37.72%) 		13.18%
(8.78%, 19.28%) 		10.20%
(6.14%, 16.52%)
R - Male - 35 to 54 13.94%
(10.88%, 17.68%) 		31.76%
(26.96%, 36.98%) 		29.48%
(24.38%, 35.16%) 		17.08%
(13.48%, 21.40%) 		7.74%
(5.30%, 11.14%)
R - Male - 55+ 15.66%
(13.04%, 18.68%) 		33.16%
(28.96%, 37.64%) 		32.86%
(28.80%, 37.18%) 		11.70%
(9.00%, 15.06%) 		6.64%
(4.64%, 9.44%)
R - Female - 18 to 34 24.72%
(18.24%, 32.56%) 		27.60%
(20.40%, 36.22%) 		23.94%
(17.98%, 31.10%) 		14.08%
(8.98%, 21.42%) 		9.66%
(5.60%, 16.14%)
R - Female - 35 to 54 19.00%
(15.30%, 23.36%) 		30.64%
(24.94%, 37.00%) 		30.56%
(25.24%, 36.44%) 		13.32%
(9.68%, 18.06%) 		6.48%
(4.16%, 9.96%)
R - Female - 55+ 24.90%
(21.24%, 28.94%) 		30.46%
(26.36%, 34.90%) 		30.98%
(27.42%, 34.78%) 		10.64%
(8.08%, 13.90%) 		3.02%
(1.92%, 4.72%)
Race
D - White 0.46%
(0.22%, 0.98%) 		0.20%
(0.06%, 0.62%) 		1.38%
(0.94%, 1.98%) 		2.94%
(2.18%, 3.94%) 		95.02%
(93.88%, 95.94%)
D - Non-white 1.00%
(0.48%, 2.06%) 		0.68%
(0.28%, 1.66%) 		3.14%
(2.00%, 4.92%) 		5.54%
(4.14%, 7.40%) 		89.62%
(87.08%, 91.70%)
R - White 20.70%
(18.90%, 22.64%) 		30.80%
(28.54%, 33.16%) 		29.94%
(27.58%, 32.42%) 		13.22%
(11.68%, 14.90%) 		5.34%
(4.38%, 6.52%)
R - Non-white 17.66%
(13.78%, 22.36%) 		26.64%
(22.18%, 31.62%) 		30.04%
(24.76%, 35.92%) 		11.64%
(8.52%, 15.70%) 		14.02%
(10.32%, 18.78%)
Education
D - College Grad 0.28%
(0.10%, 0.88%) 		0.16%
(0.06%, 0.48%) 		1.08%
(0.58%, 2.02%) 		2.30%
(1.68%, 3.18%) 		96.16%
(94.86%, 97.14%)
D - Not college grad 1.04%
(0.56%, 1.88%) 		0.66%
(0.30%, 1.46%) 		3.08%
(2.14%, 4.42%) 		5.36%
(4.14%, 6.90%) 		89.88%
(87.78%, 91.64%)
R - College Grad 12.32%
(10.20%, 14.82%) 		28.06%
(24.76%, 31.62%) 		33.82%
(30.52%, 37.28%) 		16.86%
(14.06%, 20.10%) 		8.94%
(7.06%, 11.24%)
R - Not college grad 23.42%
(21.32%, 25.64%) 		31.04%
(28.52%, 33.66%) 		28.44%
(25.84%, 31.18%) 		11.28%
(9.86%, 12.88%) 		5.84%
(4.54%, 7.48%) 
anes <- anes %>%
  set_na_range(V201208 = c(-9,-1)) %>%
  set_na_range(V201209 = c(-9,-1)) %>%
  set_na_range(V201210 = c(-9,-1)) %>%
  set_na_range(V201211 = c(-9,-1)) %>%
  set_na_range(V201212 = c(-9,-1)) %>%
  set_na_range(V201213 = c(-9,-1)) %>%
  set_na_range(V201214 = c(-9,-1)) %>%
  set_na_range(V201215 = c(-9,-1)) %>%
  user_na_to_na()

anespre <- as_survey_design(
  svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=anes, nest=TRUE)
)

t2b <- function(x) {
  survey_mean(x <= 2, proportion = TRUE, vartype = "ci", na.rm = TRUE)
}


### Biden
t1 <- anespre %>%
  filter(!is.na(preintent)) %>%
  group_by(preintent) %>%
  summarize(across(V201208:V201211, t2b))


t2 <- t1 %>%
  pivot_longer(cols = -preintent, names_to = "result", values_to = "val") %>%
  separate(result, c("var_name", "modif")) %>%
  replace_na(list(modif = "p")) %>%
  pivot_wider(names_from = "modif", values_from = "val") %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201208","V201209","V201210","V201211"),
      labels = c("Strong leadership","Really cares","Knowledgeable","Honest")
    )
  )

ggplot(data = t2, aes(x = preintent, y = p, fill = preintent, ymax = upp, ymin = low)) +
  geom_bar(stat = "identity", position = "dodge") +
  facet_grid(~var_label) +
  scale_y_continuous(labels=percent) +
  scale_fill_manual(values=polifillcolors) +
  geom_errorbar(position = position_dodge(width = 0.9), width = 0.1) +
  labs(
    title = "Extremely/Very - feel about Joe Biden",
    subtitle = "among likely Democratic vs Republican voters",
    x = "", y = "", fill = ""
  ) +
  theme(
    plot.title = element_text(hjust = 0.5),
    plot.subtitle = element_text(hjust = 0.5)
  )

### Trump
t1 <- anespre %>%
  filter(!is.na(preintent)) %>%
  group_by(preintent) %>%
  summarize(across(V201212:V201215, t2b))


t2 <- t1 %>%
  pivot_longer(cols = -preintent, names_to = "result", values_to = "val") %>%
  separate(result, c("var_name", "modif")) %>%
  replace_na(list(modif = "p")) %>%
  pivot_wider(names_from = "modif", values_from = "val") %>%
  mutate(
    var_label = factor(var_name,
      levels = c("V201212","V201213","V201214","V201215"),
      labels = c("Strong leadership","Really cares","Knowledgeable","Honest")
    )
  )

ggplot(data = t2, aes(x = preintent, y = p, fill = preintent, ymax = upp, ymin = low)) +
  geom_bar(stat = "identity", position = "dodge") +
  facet_grid(~var_label) +
  scale_y_continuous(labels=percent) +
  scale_fill_manual(values=polifillcolors) +
  geom_errorbar(position = position_dodge(width = 0.9), width = 0.1) +
  labs(
    title = "Extremely/Very - feel about Donald Trump",
    subtitle = "among likely Democratic vs Republican voters",
    x = "", y = "", fill = ""
  ) +
  theme(
    plot.title = element_text(hjust = 0.5),
    plot.subtitle = element_text(hjust = 0.5)
  )

Election outcome

anes %>% tabtemplate1(V201216, "How much do you care who wins the Presidential election?")
How much do you care who wins the Presidential election?
Count Pct
-Refused 5 0.06%
-Don’t know 0 0.00%
A great deal 5,562 67.18%
A lot 1,220 14.74%
A moderate amount 907 10.96%
A little 312 3.78%
Not at all 273 3.30%
How much do you care who wins the Presidential election?
D Voters R Voters
A great deal 76.7% 67.3%
A lot 13.2% 16.9%
A moderate amount 7.4% 10.8%
A little 1.8% 3.4%
Not at all 0.8% 1.6%
How much do you care who wins the Presidential election?
A great deal A lot A moderate amount A little Not at all
Vote Intent
D 76.68%
(74.54%, 78.70%) 		13.20%
(11.86%, 14.66%) 		7.42%
(6.24%, 8.82%) 		1.84%
(1.32%, 2.56%) 		0.84%
(0.52%, 1.36%)
R 67.32%
(65.10%, 69.46%) 		16.90%
(15.08%, 18.86%) 		10.80%
(9.44%, 12.34%) 		3.38%
(2.58%, 4.42%) 		1.62%
(1.08%, 2.40%)
Gender
D - Male 74.50%
(71.02%, 77.68%) 		14.26%
(12.06%, 16.80%) 		8.00%
(6.30%, 10.10%) 		2.26%
(1.48%, 3.40%) 		0.98%
(0.50%, 1.94%)
D - Female 78.44%
(75.68%, 80.96%) 		12.42%
(10.62%, 14.46%) 		6.90%
(5.34%, 8.86%) 		1.52%
(0.96%, 2.40%) 		0.74%
(0.38%, 1.38%)
R - Male 65.94%
(62.84%, 68.88%) 		17.22%
(14.90%, 19.84%) 		11.38%
(9.36%, 13.78%) 		3.50%
(2.50%, 4.86%) 		1.98%
(1.18%, 3.28%)
R - Female 68.82%
(65.68%, 71.80%) 		16.60%
(14.28%, 19.20%) 		10.22%
(8.48%, 12.24%) 		3.14%
(2.00%, 4.88%) 		1.24%
(0.66%, 2.28%)
Age and Gender
D - Male - 18 to 34 60.40%
(52.52%, 67.80%) 		20.60%
(15.26%, 27.20%) 		12.22%
(8.50%, 17.26%) 		4.98%
(2.82%, 8.66%) 		1.80%
(0.64%, 4.98%)
D - Male - 35 to 54 75.28%
(70.24%, 79.72%) 		12.30%
(8.90%, 16.74%) 		10.06%
(6.94%, 14.36%) 		1.66%
(0.88%, 3.10%) 		0.70%
(0.26%, 1.90%)
D - Male - 55+ 85.68%
(82.08%, 88.66%) 		10.52%
(7.84%, 13.98%) 		2.80%
(1.60%, 4.86%) 		0.32%
(0.12%, 0.88%) 		0.68%
(0.18%, 2.58%)
D - Female - 18 to 34 68.46%
(62.76%, 73.64%) 		17.60%
(13.70%, 22.32%) 		9.72%
(6.30%, 14.72%) 		2.70%
(1.24%, 5.70%) 		1.54%
(0.68%, 3.40%)
D - Female - 35 to 54 76.06%
(71.90%, 79.80%) 		13.34%
(10.64%, 16.60%) 		8.16%
(5.82%, 11.32%) 		2.00%
(1.06%, 3.78%) 		0.42%
(0.14%, 1.34%)
D - Female - 55+ 86.96%
(83.38%, 89.84%) 		8.04%
(5.90%, 10.90%) 		4.16%
(2.42%, 7.08%) 		0.40%
(0.14%, 1.14%) 		0.44%
(0.08%, 2.06%)
R - Male - 18 to 34 49.88%
(42.20%, 57.58%) 		17.74%
(12.64%, 24.32%) 		21.34%
(15.46%, 28.68%) 		4.38%
(2.18%, 8.62%) 		6.66%
(3.62%, 11.90%)
R - Male - 35 to 54 57.50%
(52.20%, 62.64%) 		24.76%
(20.24%, 29.92%) 		10.16%
(7.60%, 13.46%) 		6.02%
(3.72%, 9.60%) 		1.56%
(0.50%, 4.68%)
R - Male - 55+ 78.94%
(75.02%, 82.38%) 		11.58%
(9.38%, 14.20%) 		8.12%
(5.58%, 11.66%) 		1.26%
(0.60%, 2.60%) 		0.12%
(0.02%, 0.80%)
R - Female - 18 to 34 45.96%
(37.80%, 54.36%) 		21.74%
(15.72%, 29.26%) 		19.40%
(13.64%, 26.82%) 		8.56%
(4.48%, 15.74%) 		4.34%
(1.82%, 10.04%)
R - Female - 35 to 54 67.02%
(61.04%, 72.50%) 		17.18%
(12.68%, 22.88%) 		11.36%
(7.70%, 16.44%) 		3.20%
(1.74%, 5.80%) 		1.22%
(0.58%, 2.56%)
R - Female - 55+ 80.20%
(77.06%, 83.02%) 		13.28%
(10.60%, 16.52%) 		5.16%
(3.60%, 7.34%) 		1.22%
(0.60%, 2.42%) 		0.16%
(0.04%, 0.68%)
Race
D - White 81.26%
(78.74%, 83.54%) 		11.32%
(9.56%, 13.38%) 		5.52%
(4.26%, 7.12%) 		1.34%
(0.90%, 2.00%) 		0.54%
(0.26%, 1.14%)
D - Non-white 71.36%
(67.90%, 74.60%) 		15.26%
(13.16%, 17.62%) 		9.70%
(7.76%, 12.08%) 		2.44%
(1.56%, 3.80%) 		1.22%
(0.66%, 2.24%)
R - White 70.72%
(68.36%, 72.98%) 		15.94%
(14.08%, 18.02%) 		9.48%
(8.16%, 10.98%) 		2.74%
(1.98%, 3.76%) 		1.12%
(0.66%, 1.88%)
R - Non-white 51.66%
(44.92%, 58.36%) 		21.64%
(17.18%, 26.90%) 		16.42%
(12.06%, 21.98%) 		6.40%
(4.00%, 10.06%) 		3.88%
(2.02%, 7.28%)
Education
D - College Grad 82.08%
(79.36%, 84.52%) 		10.54%
(8.70%, 12.70%) 		5.62%
(4.34%, 7.26%) 		1.46%
(0.86%, 2.44%) 		0.30%
(0.14%, 0.66%)
D - Not college grad 72.32%
(69.30%, 75.16%) 		15.48%
(13.54%, 17.64%) 		8.74%
(7.06%, 10.80%) 		2.18%
(1.48%, 3.20%) 		1.28%
(0.74%, 2.18%)
R - College Grad 66.38%
(62.94%, 69.66%) 		17.92%
(15.30%, 20.86%) 		12.10%
(9.88%, 14.76%) 		3.04%
(2.04%, 4.50%) 		0.56%
(0.16%, 2.02%)
R - Not college grad 67.80%
(64.86%, 70.60%) 		16.26%
(14.16%, 18.62%) 		10.28%
(8.56%, 12.26%) 		3.56%
(2.54%, 4.94%) 		2.10%
(1.38%, 3.18%) 
anes %>% tabtemplate1(elec_outcome, "Who will win the election?")
Who will win the election?
Count Pct
Biden by a lot 1,122 13.56%
Biden close 2,867 34.62%
Trump close 2,341 28.26%
Trump by a lot 1,599 19.32%
NA 351 4.24%
Who will win the election?
D Voters R Voters
1 25.3% 1.1%
2 62.0% 4.6%
3 10.6% 52.0%
4 2.1% 42.4%
Who will win the election?
1 2 3 4
Vote Intent
D 25.30%
(23.60%, 27.10%) 		62.02%
(59.96%, 64.04%) 		10.60%
(9.28%, 12.06%) 		2.08%
(1.56%, 2.76%)
R 1.08%
(0.76%, 1.54%) 		4.56%
(3.70%, 5.62%) 		51.96%
(49.60%, 54.32%) 		42.40%
(40.06%, 44.78%)
Gender
D - Male 26.24%
(23.34%, 29.38%) 		62.08%
(59.08%, 64.98%) 		10.24%
(8.46%, 12.36%) 		1.44%
(0.84%, 2.44%)
D - Female 24.62%
(22.38%, 27.02%) 		61.86%
(59.06%, 64.58%) 		10.92%
(9.30%, 12.80%) 		2.60%
(1.86%, 3.58%)
R - Male 0.88%
(0.54%, 1.42%) 		5.18%
(4.00%, 6.68%) 		53.74%
(50.06%, 57.38%) 		40.22%
(36.66%, 43.86%)
R - Female 1.32%
(0.80%, 2.16%) 		3.90%
(2.72%, 5.54%) 		50.12%
(47.02%, 53.22%) 		44.68%
(41.70%, 47.68%)
Age and Gender
D - Male - 18 to 34 20.34%
(14.82%, 27.24%) 		64.48%
(57.58%, 70.82%) 		13.40%
(9.76%, 18.12%) 		1.80%
(0.86%, 3.70%)
D - Male - 35 to 54 22.12%
(17.70%, 27.26%) 		63.54%
(58.48%, 68.32%) 		11.74%
(8.64%, 15.74%) 		2.60%
(1.16%, 5.66%)
D - Male - 55+ 34.78%
(30.48%, 39.36%) 		59.02%
(54.26%, 63.62%) 		6.06%
(4.14%, 8.78%) 		0.14%
(0.02%, 1.02%)
D - Female - 18 to 34 19.94%
(15.12%, 25.84%) 		60.62%
(54.76%, 66.20%) 		15.16%
(11.18%, 20.26%) 		4.26%
(2.42%, 7.44%)
D - Female - 35 to 54 22.86%
(19.46%, 26.66%) 		60.72%
(56.34%, 64.94%) 		13.82%
(10.92%, 17.36%) 		2.58%
(1.42%, 4.66%)
D - Female - 55+ 29.56%
(26.04%, 33.32%) 		62.92%
(58.78%, 66.88%) 		5.98%
(4.36%, 8.14%) 		1.54%
(0.62%, 3.84%)
R - Male - 18 to 34 0.86%
(0.30%, 2.48%) 		7.26%
(4.00%, 12.82%) 		50.04%
(41.72%, 58.36%) 		41.84%
(33.50%, 50.68%)
R - Male - 35 to 54 0.86%
(0.34%, 2.14%) 		4.86%
(3.24%, 7.20%) 		53.84%
(47.38%, 60.16%) 		40.46%
(34.26%, 46.98%)
R - Male - 55+ 0.94%
(0.42%, 2.08%) 		4.74%
(3.24%, 6.86%) 		55.78%
(51.32%, 60.16%) 		38.54%
(34.36%, 42.90%)
R - Female - 18 to 34 1.92%
(0.62%, 5.72%) 		4.26%
(2.04%, 8.66%) 		50.56%
(42.30%, 58.80%) 		43.26%
(35.00%, 51.92%)
R - Female - 35 to 54 1.50%
(0.62%, 3.60%) 		3.56%
(1.96%, 6.40%) 		50.84%
(44.20%, 57.42%) 		44.10%
(38.06%, 50.32%)
R - Female - 55+ 1.12%
(0.48%, 2.54%) 		3.56%
(2.12%, 5.92%) 		49.04%
(44.30%, 53.78%) 		46.28%
(41.66%, 50.98%)
Race
D - White 22.50%
(20.62%, 24.52%) 		64.68%
(62.16%, 67.14%) 		11.06%
(9.44%, 12.92%) 		1.74%
(1.10%, 2.76%)
D - Non-white 28.64%
(25.92%, 31.52%) 		58.94%
(55.64%, 62.18%) 		9.96%
(8.04%, 12.26%) 		2.46%
(1.64%, 3.70%)
R - White 0.98%
(0.66%, 1.44%) 		4.54%
(3.64%, 5.66%) 		52.30%
(49.68%, 54.88%) 		42.18%
(39.60%, 44.80%)
R - Non-white 1.58%
(0.64%, 3.84%) 		4.64%
(2.66%, 7.98%) 		50.32%
(44.42%, 56.22%) 		43.46%
(37.46%, 49.66%)
Education
D - College Grad 20.16%
(17.96%, 22.54%) 		65.56%
(62.48%, 68.50%) 		12.94%
(11.02%, 15.14%) 		1.34%
(0.76%, 2.40%)
D - Not college grad 28.96%
(26.18%, 31.92%) 		59.80%
(56.76%, 62.76%) 		8.60%
(6.96%, 10.58%) 		2.64%
(1.84%, 3.80%)
R - College Grad 1.32%
(0.74%, 2.38%) 		7.68%
(5.82%, 10.10%) 		59.54%
(55.80%, 63.18%) 		31.44%
(28.50%, 34.54%)
R - Not college grad 1.00%
(0.62%, 1.62%) 		3.30%
(2.44%, 4.42%) 		49.20%
(46.16%, 52.24%) 		46.50%
(43.38%, 49.64%)

Voting

Duty or choice

anes %>% tabtemplate1(V201225x, "Is voting a duty or a choice?")
Is voting a duty or a choice?
Count Pct
-DK/RF in V201221, V201222, V201223, or V201224 14 0.16%
Very strongly a duty 3,212 38.78%
Moderately strongly a duty 1,144 13.82%
A little strongly a duty 205 2.48%
Neither a duty nor a choice 824 9.96%
A little strongly a choice 341 4.12%
Moderately strongly a choice 1,120 13.52%
Very strongly a choice 1,420 17.14%
Is voting a duty or a choice?
D Voters R Voters
Very strongly a duty 43.5% 38.9%
Moderately strongly a duty 15.8% 12.9%
A little strongly a duty 3.2% 1.9%
Neither a duty nor a choice 8.0% 8.2%
A little strongly a choice 4.6% 3.4%
Moderately strongly a choice 11.3% 15.1%
Very strongly a choice 13.6% 19.6%
Is voting a duty or a choice?
Very strongly a duty Moderately strongly a duty A little strongly a duty Neither a duty nor a choice A little strongly a choice Moderately strongly a choice Very strongly a choice
Vote Intent
D 43.46%
(41.44%, 45.52%) 		15.84%
(14.24%, 17.58%) 		3.22%
(2.48%, 4.16%) 		8.02%
(7.08%, 9.08%) 		4.60%
(3.84%, 5.52%) 		11.28%
(9.96%, 12.74%) 		13.56%
(12.18%, 15.08%)
R 38.86%
(36.90%, 40.86%) 		12.88%
(11.48%, 14.42%) 		1.94%
(1.44%, 2.62%) 		8.24%
(7.14%, 9.48%) 		3.36%
(2.54%, 4.44%) 		15.12%
(13.60%, 16.76%) 		19.62%
(17.88%, 21.48%)
Gender
D - Male 41.80%
(38.88%, 44.78%) 		16.42%
(13.86%, 19.34%) 		3.06%
(2.08%, 4.44%) 		8.34%
(6.76%, 10.22%) 		5.74%
(4.36%, 7.52%) 		11.76%
(9.74%, 14.14%) 		12.90%
(10.80%, 15.34%)
D - Female 44.84%
(42.30%, 47.40%) 		15.28%
(13.34%, 17.44%) 		3.38%
(2.48%, 4.58%) 		7.74%
(6.44%, 9.28%) 		3.72%
(2.80%, 4.90%) 		10.90%
(9.22%, 12.88%) 		14.14%
(12.32%, 16.18%)
R - Male 37.90%
(35.12%, 40.78%) 		14.00%
(12.06%, 16.18%) 		2.12%
(1.44%, 3.10%) 		7.54%
(6.04%, 9.40%) 		3.94%
(2.76%, 5.62%) 		15.60%
(13.34%, 18.14%) 		18.90%
(16.38%, 21.68%)
R - Female 39.92%
(37.00%, 42.92%) 		11.66%
(9.94%, 13.64%) 		1.76%
(1.10%, 2.76%) 		8.82%
(7.14%, 10.84%) 		2.76%
(1.90%, 4.02%) 		14.50%
(12.64%, 16.60%) 		20.56%
(18.04%, 23.34%)
Age and Gender
D - Male - 18 to 34 29.60%
(24.54%, 35.24%) 		20.76%
(15.10%, 27.86%) 		4.20%
(2.20%, 7.90%) 		9.86%
(6.54%, 14.60%) 		8.02%
(4.86%, 12.96%) 		17.40%
(12.68%, 23.40%) 		10.16%
(6.56%, 15.36%)
D - Male - 35 to 54 38.10%
(33.46%, 42.96%) 		18.52%
(14.66%, 23.12%) 		3.10%
(1.80%, 5.28%) 		7.30%
(5.08%, 10.36%) 		5.74%
(3.58%, 9.08%) 		12.32%
(9.08%, 16.54%) 		14.92%
(11.02%, 19.88%)
D - Male - 55+ 55.42%
(50.70%, 60.04%) 		11.76%
(9.36%, 14.66%) 		2.14%
(1.06%, 4.30%) 		7.38%
(5.16%, 10.48%) 		3.78%
(2.28%, 6.24%) 		6.84%
(4.82%, 9.60%) 		12.68%
(10.04%, 15.88%)
D - Female - 18 to 34 33.48%
(28.04%, 39.38%) 		20.38%
(15.74%, 25.96%) 		6.08%
(3.70%, 9.84%) 		6.94%
(4.44%, 10.72%) 		4.24%
(2.64%, 6.76%) 		13.18%
(9.48%, 18.08%) 		15.70%
(12.16%, 20.02%)
D - Female - 35 to 54 40.58%
(35.84%, 45.48%) 		15.34%
(12.22%, 19.08%) 		3.64%
(2.32%, 5.66%) 		8.42%
(6.14%, 11.44%) 		3.72%
(2.56%, 5.36%) 		14.06%
(10.76%, 18.18%) 		14.26%
(10.94%, 18.40%)
D - Female - 55+ 55.52%
(51.34%, 59.64%) 		12.22%
(9.32%, 15.84%) 		1.16%
(0.66%, 2.06%) 		7.72%
(5.66%, 10.46%) 		3.20%
(1.76%, 5.72%) 		7.04%
(5.48%, 9.00%) 		13.14%
(10.70%, 16.04%)
R - Male - 18 to 34 24.50%
(18.86%, 31.18%) 		14.60%
(9.92%, 20.96%) 		3.36%
(1.64%, 6.70%) 		8.52%
(4.98%, 14.22%) 		8.06%
(4.32%, 14.56%) 		23.40%
(17.20%, 31.00%) 		17.56%
(12.40%, 24.28%)
R - Male - 35 to 54 32.32%
(27.66%, 37.34%) 		13.26%
(10.08%, 17.24%) 		3.36%
(2.02%, 5.52%) 		7.16%
(4.86%, 10.46%) 		5.04%
(2.96%, 8.42%) 		19.66%
(15.12%, 25.14%) 		19.20%
(15.50%, 23.56%)
R - Male - 55+ 47.32%
(42.78%, 51.92%) 		13.88%
(10.84%, 17.60%) 		0.60%
(0.26%, 1.36%) 		7.62%
(5.52%, 10.42%) 		1.42%
(0.68%, 2.88%) 		8.96%
(6.96%, 11.48%) 		20.22%
(16.54%, 24.48%)
R - Female - 18 to 34 23.40%
(16.88%, 31.48%) 		12.36%
(7.88%, 18.90%) 		3.00%
(1.18%, 7.42%) 		14.54%
(9.36%, 21.88%) 		6.44%
(3.62%, 11.18%) 		18.84%
(13.80%, 25.18%) 		21.42%
(15.36%, 29.06%)
R - Female - 35 to 54 38.08%
(32.68%, 43.80%) 		14.24%
(10.92%, 18.34%) 		2.10%
(1.12%, 3.92%) 		7.50%
(5.18%, 10.74%) 		3.46%
(1.80%, 6.50%) 		15.50%
(11.78%, 20.10%) 		19.12%
(14.96%, 24.14%)
R - Female - 55+ 46.82%
(42.26%, 51.42%) 		10.34%
(7.98%, 13.32%) 		1.02%
(0.40%, 2.58%) 		7.14%
(5.24%, 9.70%) 		0.84%
(0.40%, 1.76%) 		11.72%
(9.34%, 14.60%) 		22.10%
(18.50%, 26.20%)
Race
D - White 43.22%
(40.62%, 45.86%) 		16.66%
(14.62%, 18.94%) 		2.84%
(2.14%, 3.72%) 		7.92%
(6.56%, 9.52%) 		5.98%
(4.80%, 7.44%) 		10.74%
(9.22%, 12.48%) 		12.64%
(11.04%, 14.42%)
D - Non-white 43.66%
(40.46%, 46.90%) 		14.84%
(12.60%, 17.40%) 		3.74%
(2.54%, 5.48%) 		8.24%
(6.62%, 10.20%) 		3.00%
(2.08%, 4.28%) 		11.72%
(9.62%, 14.20%) 		14.80%
(12.56%, 17.36%)
R - White 39.70%
(37.48%, 41.96%) 		13.30%
(11.74%, 15.04%) 		1.96%
(1.44%, 2.66%) 		7.44%
(6.32%, 8.72%) 		3.46%
(2.58%, 4.64%) 		15.34%
(13.80%, 17.00%) 		18.80%
(16.98%, 20.78%)
R - Non-white 35.02%
(29.72%, 40.70%) 		11.34%
(8.14%, 15.58%) 		1.94%
(0.90%, 4.12%) 		11.14%
(7.80%, 15.64%) 		2.58%
(1.16%, 5.62%) 		14.38%
(10.40%, 19.52%) 		23.62%
(18.76%, 29.30%)
Education
D - College Grad 49.24%
(46.04%, 52.46%) 		18.00%
(16.00%, 20.20%) 		3.74%
(2.82%, 4.94%) 		6.86%
(5.68%, 8.26%) 		4.46%
(3.44%, 5.78%) 		9.18%
(7.68%, 10.92%) 		8.50%
(6.84%, 10.52%)
D - Not college grad 38.60%
(36.10%, 41.18%) 		14.20%
(12.06%, 16.68%) 		2.88%
(1.94%, 4.24%) 		9.10%
(7.50%, 11.00%) 		4.80%
(3.68%, 6.24%) 		13.02%
(10.92%, 15.46%) 		17.38%
(15.44%, 19.52%)
R - College Grad 44.84%
(41.12%, 48.60%) 		13.74%
(11.50%, 16.34%) 		2.16%
(1.38%, 3.38%) 		7.08%
(5.20%, 9.56%) 		4.12%
(2.86%, 5.86%) 		12.40%
(9.88%, 15.44%) 		15.68%
(13.06%, 18.74%)
R - Not college grad 36.26%
(33.92%, 38.66%) 		12.60%
(10.78%, 14.68%) 		1.88%
(1.24%, 2.82%) 		8.62%
(7.20%, 10.30%) 		3.10%
(2.14%, 4.48%) 		16.44%
(14.48%, 18.62%) 		21.10%
(18.96%, 23.40%)

Split ticket voting

anes %>% tabtemplate1(V201226, "Will you vote straight-party ticket?")
Will you vote straight-party ticket?
Count Pct
-Refused 24 0.30%
-Don’t know 3 0.04%
Vote straight Democrat 2,672 32.26%
Vote straight Republican 2,076 25.06%
Split my ballot between Democrats and Republicans, depending on the office an 2,895 34.96%
Something else 611 7.38%
Will you vote straight-party ticket?
D Voters R Voters
Vote straight Democrat 61.2% 1.3%
Vote straight Republican 1.1% 60.3%
Split my ballot between Democrats and Republicans, depending on the office an 33.5% 33.1%
Something else 4.2% 5.3%
Will you vote straight-party ticket?
Vote straight Democrat Vote straight Republican Split my ballot between Democrats and Republicans, depending on the office an Something else
Vote Intent
D 61.20%
(59.26%, 63.12%) 		1.12%
(0.66%, 1.86%) 		33.52%
(31.66%, 35.44%) 		4.16%
(3.44%, 5.04%)
R 1.30%
(0.80%, 2.10%) 		60.30%
(57.90%, 62.66%) 		33.06%
(30.88%, 35.28%) 		5.34%
(4.34%, 6.56%)
Gender
D - Male 58.48%
(55.24%, 61.64%) 		1.22%
(0.62%, 2.38%) 		35.46%
(32.36%, 38.70%) 		4.84%
(3.58%, 6.50%)
D - Female 63.54%
(61.12%, 65.90%) 		1.04%
(0.46%, 2.36%) 		31.78%
(29.42%, 34.24%) 		3.64%
(2.80%, 4.70%)
R - Male 1.54%
(0.86%, 2.76%) 		60.60%
(57.32%, 63.80%) 		32.42%
(29.34%, 35.66%) 		5.44%
(4.16%, 7.08%)
R - Female 1.06%
(0.50%, 2.24%) 		59.94%
(56.72%, 63.08%) 		33.76%
(30.84%, 36.82%) 		5.22%
(3.82%, 7.10%)
Age and Gender
D - Male - 18 to 34 65.20%
(58.44%, 71.40%) 		1.20%
(0.36%, 3.92%) 		28.80%
(23.72%, 34.48%) 		4.80%
(2.62%, 8.64%)
D - Male - 35 to 54 56.24%
(50.62%, 61.72%) 		2.04%
(0.84%, 4.84%) 		35.70%
(30.16%, 41.64%) 		6.02%
(3.96%, 9.08%)
D - Male - 55+ 56.02%
(51.38%, 60.54%) 		0.54%
(0.14%, 2.26%) 		39.70%
(35.14%, 44.46%) 		3.74%
(2.08%, 6.60%)
D - Female - 18 to 34 66.40%
(60.50%, 71.82%) 		1.58%
(0.28%, 8.16%) 		25.76%
(21.18%, 30.94%) 		6.28%
(4.16%, 9.36%)
D - Female - 35 to 54 64.68%
(60.34%, 68.78%) 		0.46%
(0.18%, 1.12%) 		31.14%
(27.24%, 35.32%) 		3.74%
(2.42%, 5.74%)
D - Female - 55+ 62.12%
(58.18%, 65.92%) 		1.18%
(0.44%, 3.06%) 		35.06%
(31.50%, 38.82%) 		1.62%
(0.92%, 2.82%)
R - Male - 18 to 34 4.30%
(1.70%, 10.44%) 		60.50%
(52.72%, 67.76%) 		28.96%
(22.16%, 36.84%) 		6.26%
(3.38%, 11.26%)
R - Male - 35 to 54 1.14%
(0.46%, 2.80%) 		59.80%
(53.48%, 65.82%) 		31.58%
(26.18%, 37.56%) 		7.46%
(4.60%, 11.84%)
R - Male - 55+ 0.08%
(0.02%, 0.32%) 		61.40%
(56.88%, 65.74%) 		34.68%
(30.68%, 38.90%) 		3.84%
(2.28%, 6.42%)
R - Female - 18 to 34 3.42%
(1.24%, 9.02%) 		52.26%
(43.74%, 60.64%) 		33.62%
(26.14%, 42.02%) 		10.72%
(6.34%, 17.56%)
R - Female - 35 to 54 0.34%
(0.06%, 1.70%) 		60.06%
(54.78%, 65.12%) 		33.26%
(28.58%, 38.26%) 		6.36%
(3.92%, 10.18%)
R - Female - 55+ 0.74%
(0.20%, 2.90%) 		63.20%
(58.72%, 67.46%) 		34.12%
(29.98%, 38.50%) 		1.94%
(1.08%, 3.44%)
Race
D - White 57.86%
(55.24%, 60.42%) 		0.98%
(0.58%, 1.68%) 		36.94%
(34.54%, 39.38%) 		4.22%
(3.38%, 5.24%)
D - Non-white 65.36%
(61.88%, 68.70%) 		1.30%
(0.60%, 2.78%) 		29.46%
(26.48%, 32.62%) 		3.88%
(2.70%, 5.56%)
R - White 0.76%
(0.44%, 1.32%) 		62.84%
(60.32%, 65.28%) 		32.00%
(29.72%, 34.36%) 		4.40%
(3.46%, 5.60%)
R - Non-white 3.78%
(1.78%, 7.90%) 		49.20%
(43.26%, 55.16%) 		37.36%
(31.94%, 43.12%) 		9.66%
(6.54%, 14.02%)
Education
D - College Grad 60.34%
(57.56%, 63.04%) 		0.84%
(0.36%, 1.94%) 		34.70%
(31.98%, 37.54%) 		4.10%
(3.12%, 5.40%)
D - Not college grad 61.94%
(58.92%, 64.88%) 		1.36%
(0.68%, 2.66%) 		32.44%
(29.76%, 35.24%) 		4.26%
(3.22%, 5.64%)
R - College Grad 0.34%
(0.10%, 1.22%) 		59.06%
(55.38%, 62.64%) 		36.10%
(32.66%, 39.70%) 		4.50%
(3.08%, 6.56%)
R - Not college grad 1.74%
(1.06%, 2.90%) 		60.84%
(57.82%, 63.76%) 		31.72%
(29.08%, 34.48%) 		5.70%
(4.38%, 7.38%)

Party control

anes %>% tabtemplate1(V201227, "Party control or split government")
Party control or split government
Count Pct
-Refused 52 0.62%
-Don’t know 14 0.16%
Better when one party controls both 2,527 30.52%
Better when control is split 4,114 49.68%
It doesn’t matter 1,574 19.00%
Party control or split government
D Voters R Voters
Better when one party controls both 29.6% 37.9%
Better when control is split 52.7% 45.8%
It doesn’t matter 17.7% 16.3%
Party control or split government
Better when one party controls both Better when control is split It doesn’t matter
Vote Intent
D 29.60%
(27.62%, 31.68%) 		52.68%
(50.38%, 54.98%) 		17.72%
(16.04%, 19.52%)
R 37.90%
(35.52%, 40.36%) 		45.80%
(43.46%, 48.14%) 		16.30%
(14.74%, 17.98%)
Gender
D - Male 30.12%
(27.02%, 33.42%) 		51.88%
(48.54%, 55.18%) 		18.00%
(15.36%, 20.98%)
D - Female 29.28%
(26.80%, 31.90%) 		53.26%
(50.30%, 56.22%) 		17.44%
(15.46%, 19.62%)
R - Male 37.12%
(33.70%, 40.68%) 		46.66%
(42.96%, 50.38%) 		16.22%
(14.04%, 18.68%)
R - Female 38.66%
(35.68%, 41.72%) 		44.90%
(42.12%, 47.72%) 		16.44%
(14.38%, 18.72%)
Age and Gender
D - Male - 18 to 34 28.98%
(22.42%, 36.58%) 		46.04%
(39.30%, 52.90%) 		24.98%
(18.62%, 32.64%)
D - Male - 35 to 54 28.94%
(24.16%, 34.22%) 		55.82%
(50.12%, 61.36%) 		15.26%
(12.08%, 19.08%)
D - Male - 55+ 32.44%
(28.04%, 37.16%) 		52.90%
(47.92%, 57.82%) 		14.66%
(11.02%, 19.24%)
D - Female - 18 to 34 23.96%
(18.80%, 30.02%) 		55.56%
(49.10%, 61.84%) 		20.48%
(16.04%, 25.78%)
D - Female - 35 to 54 29.88%
(25.44%, 34.74%) 		49.52%
(44.24%, 54.82%) 		20.60%
(17.02%, 24.68%)
D - Female - 55+ 33.26%
(29.64%, 37.08%) 		53.88%
(49.70%, 58.00%) 		12.88%
(10.10%, 16.26%)
R - Male - 18 to 34 38.08%
(29.32%, 47.68%) 		40.46%
(32.00%, 49.52%) 		21.46%
(15.82%, 28.46%)
R - Male - 35 to 54 31.80%
(26.66%, 37.44%) 		46.18%
(40.22%, 52.26%) 		22.00%
(17.62%, 27.12%)
R - Male - 55+ 39.90%
(35.50%, 44.50%) 		49.82%
(44.92%, 54.76%) 		10.26%
(7.94%, 13.16%)
R - Female - 18 to 34 26.72%
(20.18%, 34.46%) 		57.56%
(49.34%, 65.40%) 		15.72%
(11.54%, 21.04%)
R - Female - 35 to 54 39.74%
(34.18%, 45.58%) 		42.58%
(36.78%, 48.58%) 		17.68%
(14.20%, 21.78%)
R - Female - 55+ 44.74%
(40.40%, 49.18%) 		41.06%
(37.08%, 45.18%) 		14.18%
(11.64%, 17.20%)
Race
D - White 27.74%
(25.24%, 30.38%) 		54.30%
(51.38%, 57.20%) 		17.96%
(16.12%, 19.96%)
D - Non-white 31.86%
(28.72%, 35.18%) 		50.64%
(47.06%, 54.22%) 		17.50%
(14.96%, 20.36%)
R - White 38.42%
(35.90%, 41.00%) 		45.20%
(42.54%, 47.90%) 		16.38%
(14.68%, 18.20%)
R - Non-white 35.92%
(30.24%, 42.02%) 		48.48%
(42.70%, 54.30%) 		15.60%
(12.16%, 19.82%)
Education
D - College Grad 30.26%
(27.62%, 33.06%) 		52.26%
(49.14%, 55.38%) 		17.48%
(15.38%, 19.78%)
D - Not college grad 29.04%
(26.34%, 31.88%) 		52.72%
(49.70%, 55.70%) 		18.26%
(15.80%, 21.00%)
R - College Grad 36.64%
(32.74%, 40.72%) 		49.28%
(45.36%, 53.20%) 		14.08%
(11.54%, 17.06%)
R - Not college grad 38.38%
(35.52%, 41.32%) 		44.14%
(41.30%, 47.04%) 		17.48%
(15.58%, 19.56%)

Party identity

anes %>% tabtemplate1(V201231x, "Party identity")
Party identity
Count Pct
-Refused 22 0.26%
-Don’t know 6 0.08%
Strong Democrat 1,934 23.36%
Not very strong Democrat 962 11.62%
Independent-Democrat 969 11.70%
Independent 1,005 12.14%
Independent-Republican 839 10.12%
Not very strong Republican 856 10.34%
Strong Republican 1,688 20.38%
Party identity
D Voters R Voters
Strong Democrat 45.5% 1.2%
Not very strong Democrat 18.8% 3.0%
Independent-Democrat 19.9% 1.2%
Independent 8.6% 7.8%
Independent-Republican 2.4% 17.6%
Not very strong Republican 3.7% 19.2%
Strong Republican 1.0% 50.1%
Party identity
Strong Democrat Not very strong Democrat Independent-Democrat Independent Independent-Republican Not very strong Republican Strong Republican
Vote Intent
D 45.54%
(43.22%, 47.88%) 		18.80%
(17.26%, 20.46%) 		19.88%
(18.24%, 21.62%) 		8.56%
(7.36%, 9.92%) 		2.44%
(1.86%, 3.18%) 		3.74%
(2.98%, 4.68%) 		1.02%
(0.70%, 1.50%)
R 1.16%
(0.76%, 1.78%) 		3.00%
(2.20%, 4.08%) 		1.18%
(0.78%, 1.78%) 		7.82%
(6.58%, 9.26%) 		17.56%
(15.94%, 19.30%) 		19.22%
(17.54%, 21.02%) 		50.08%
(47.96%, 52.22%)
Gender
D - Male 39.16%
(36.10%, 42.30%) 		18.98%
(16.38%, 21.90%) 		22.24%
(19.58%, 25.12%) 		10.54%
(8.60%, 12.88%) 		3.54%
(2.54%, 4.92%) 		4.64%
(3.50%, 6.16%) 		0.90%
(0.56%, 1.42%)
D - Female 50.92%
(47.96%, 53.86%) 		18.66%
(16.80%, 20.68%) 		17.92%
(15.94%, 20.08%) 		6.78%
(5.58%, 8.22%) 		1.56%
(1.06%, 2.28%) 		3.02%
(2.12%, 4.28%) 		1.14%
(0.62%, 2.08%)
R - Male 1.12%
(0.58%, 2.10%) 		2.80%
(1.76%, 4.40%) 		0.84%
(0.44%, 1.58%) 		7.24%
(5.66%, 9.20%) 		18.36%
(15.92%, 21.08%) 		20.02%
(17.50%, 22.80%) 		49.64%
(46.42%, 52.86%)
R - Female 1.22%
(0.68%, 2.16%) 		3.22%
(2.14%, 4.86%) 		1.50%
(0.84%, 2.68%) 		8.36%
(6.62%, 10.48%) 		16.68%
(14.54%, 19.08%) 		18.40%
(16.16%, 20.90%) 		50.60%
(47.62%, 53.56%)
Age and Gender
D - Male - 18 to 34 34.74%
(28.42%, 41.62%) 		24.22%
(18.94%, 30.42%) 		25.44%
(20.50%, 31.12%) 		8.84%
(5.44%, 14.06%) 		3.00%
(1.40%, 6.32%) 		3.14%
(1.54%, 6.28%) 		0.62%
(0.22%, 1.72%)
D - Male - 35 to 54 31.68%
(26.68%, 37.12%) 		20.82%
(16.54%, 25.88%) 		25.46%
(20.44%, 31.22%) 		10.82%
(7.84%, 14.78%) 		4.66%
(2.74%, 7.78%) 		5.60%
(3.78%, 8.20%) 		0.98%
(0.46%, 2.04%)
D - Male - 55+ 50.20%
(45.52%, 54.86%) 		13.64%
(10.64%, 17.32%) 		16.86%
(13.80%, 20.44%) 		10.56%
(7.54%, 14.60%) 		2.42%
(1.50%, 3.90%) 		5.20%
(3.26%, 8.24%) 		1.08%
(0.46%, 2.58%)
D - Female - 18 to 34 40.54%
(34.44%, 46.96%) 		24.24%
(19.34%, 29.94%) 		24.52%
(19.74%, 30.04%) 		6.98%
(4.42%, 10.88%) 		0.50%
(0.24%, 1.00%) 		2.50%
(0.96%, 6.38%) 		0.72%
(0.20%, 2.44%)
D - Female - 35 to 54 47.60%
(42.72%, 52.52%) 		22.36%
(18.70%, 26.54%) 		16.20%
(13.00%, 20.02%) 		7.20%
(5.08%, 10.10%) 		2.36%
(1.36%, 4.12%) 		3.50%
(2.18%, 5.56%) 		0.76%
(0.24%, 2.46%)
D - Female - 55+ 60.68%
(56.44%, 64.78%) 		12.28%
(9.94%, 15.08%) 		15.18%
(12.18%, 18.78%) 		5.54%
(4.04%, 7.56%) 		1.72%
(0.84%, 3.50%) 		2.84%
(1.56%, 5.10%) 		1.78%
(0.80%, 3.92%)
R - Male - 18 to 34 3.06%
(1.18%, 7.70%) 		4.14%
(1.66%, 10.02%) 		0.32%
(0.04%, 2.28%) 		8.44%
(5.30%, 13.18%) 		14.60%
(9.70%, 21.40%) 		25.18%
(19.78%, 31.48%) 		44.26%
(37.08%, 51.70%)
R - Male - 35 to 54 0.68%
(0.18%, 2.46%) 		2.54%
(1.16%, 5.50%) 		1.78%
(0.80%, 3.90%) 		9.34%
(6.08%, 14.08%) 		19.38%
(15.36%, 24.14%) 		21.32%
(17.28%, 26.00%) 		44.96%
(39.90%, 50.14%)
R - Male - 55+ 0.54%
(0.24%, 1.22%) 		2.02%
(1.30%, 3.12%) 		0.28%
(0.06%, 1.40%) 		5.44%
(3.68%, 8.00%) 		18.96%
(15.64%, 22.80%) 		16.38%
(12.98%, 20.46%) 		56.38%
(51.94%, 60.72%)
R - Female - 18 to 34 3.12%
(1.10%, 8.50%) 		3.98%
(1.12%, 13.22%) 		4.16%
(1.84%, 9.14%) 		11.02%
(6.80%, 17.38%) 		16.04%
(11.44%, 22.04%) 		25.76%
(18.74%, 34.28%) 		35.94%
(27.94%, 44.82%)
R - Female - 35 to 54 0.70%
(0.24%, 2.16%) 		2.88%
(1.50%, 5.44%) 		1.42%
(0.60%, 3.32%) 		11.54%
(8.22%, 15.96%) 		16.76%
(13.26%, 20.96%) 		18.36%
(14.64%, 22.76%) 		48.34%
(42.86%, 53.86%)
R - Female - 55+ 0.98%
(0.46%, 2.06%) 		3.56%
(2.14%, 5.86%) 		0.68%
(0.18%, 2.60%) 		4.78%
(3.34%, 6.82%) 		17.06%
(13.78%, 20.96%) 		14.20%
(11.38%, 17.56%) 		58.74%
(54.42%, 62.94%)
Race
D - White 43.42%
(40.82%, 46.06%) 		17.28%
(15.62%, 19.08%) 		22.64%
(20.44%, 25.00%) 		7.72%
(6.32%, 9.38%) 		2.90%
(2.22%, 3.78%) 		5.02%
(3.92%, 6.38%) 		1.02%
(0.62%, 1.70%)
D - Non-white 48.08%
(44.38%, 51.78%) 		20.82%
(18.32%, 23.54%) 		16.40%
(14.04%, 19.08%) 		9.52%
(7.52%, 11.98%) 		1.92%
(1.16%, 3.16%) 		2.24%
(1.42%, 3.50%) 		1.04%
(0.54%, 2.02%)
R - White 0.78%
(0.46%, 1.34%) 		2.16%
(1.58%, 2.90%) 		0.84%
(0.48%, 1.46%) 		6.20%
(5.14%, 7.50%) 		16.84%
(15.10%, 18.74%) 		19.76%
(17.88%, 21.78%) 		53.42%
(51.02%, 55.78%)
R - Non-white 2.88%
(1.40%, 5.84%) 		6.86%
(3.70%, 12.36%) 		2.62%
(1.32%, 5.12%) 		15.18%
(11.30%, 20.06%) 		20.48%
(16.74%, 24.78%) 		16.86%
(13.10%, 21.42%) 		35.12%
(30.12%, 40.48%)
Education
D - College Grad 43.78%
(40.76%, 46.86%) 		19.48%
(17.30%, 21.86%) 		22.78%
(20.52%, 25.18%) 		5.62%
(4.42%, 7.12%) 		3.56%
(2.56%, 4.90%) 		3.92%
(2.88%, 5.32%) 		0.86%
(0.48%, 1.54%)
D - Not college grad 47.08%
(43.90%, 50.30%) 		18.30%
(16.06%, 20.80%) 		17.28%
(15.18%, 19.60%) 		10.90%
(9.04%, 13.08%) 		1.60%
(0.98%, 2.60%) 		3.66%
(2.66%, 5.00%) 		1.16%
(0.66%, 2.06%)
R - College Grad 0.30%
(0.10%, 0.84%) 		1.56%
(0.86%, 2.84%) 		0.34%
(0.08%, 1.30%) 		6.16%
(4.52%, 8.36%) 		19.92%
(17.12%, 23.06%) 		24.88%
(21.68%, 28.38%) 		46.86%
(43.12%, 50.62%)
R - Not college grad 1.46%
(0.90%, 2.36%) 		3.60%
(2.52%, 5.12%) 		1.58%
(1.02%, 2.42%) 		8.40%
(6.92%, 10.16%) 		16.54%
(14.76%, 18.48%) 		17.08%
(15.04%, 19.32%) 		51.34%
(48.64%, 54.04%) 
anes %>% tabtemplate1(V201232, "Party identity importance")
Party identity importance
Count Pct
-Refused 6 0.08%
-Don’t know 3 0.04%
-Inapplicable 323 3.90%
Extremely important 1,056 12.74%
Very important 1,695 20.48%
Moderately important 2,148 25.94%
A little important 1,251 15.10%
Not at all important 1,799 21.72%
Party identity importance
D Voters R Voters
Extremely important 13.2% 14.0%
Very important 22.0% 22.0%
Moderately important 28.4% 26.0%
A little important 16.2% 14.8%
Not at all important 20.3% 23.3%
Party identity importance
Extremely important Very important Moderately important A little important Not at all important
Vote Intent
D 13.20%
(11.82%, 14.70%) 		21.96%
(20.30%, 23.70%) 		28.42%
(26.46%, 30.46%) 		16.16%
(14.58%, 17.90%) 		20.26%
(18.58%, 22.08%)
R 14.00%
(12.40%, 15.76%) 		21.96%
(20.20%, 23.82%) 		25.96%
(23.96%, 28.08%) 		14.82%
(13.26%, 16.52%) 		23.26%
(21.40%, 25.24%)
Gender
D - Male 11.70%
(9.82%, 13.90%) 		20.32%
(17.90%, 22.98%) 		28.30%
(25.40%, 31.38%) 		16.08%
(13.72%, 18.78%) 		23.60%
(20.94%, 26.46%)
D - Female 14.42%
(12.52%, 16.54%) 		23.24%
(20.86%, 25.80%) 		28.64%
(26.18%, 31.20%) 		16.14%
(14.24%, 18.22%) 		17.58%
(15.46%, 19.90%)
R - Male 13.86%
(11.58%, 16.50%) 		20.58%
(18.04%, 23.38%) 		24.40%
(21.66%, 27.36%) 		15.56%
(13.50%, 17.86%) 		25.60%
(22.66%, 28.76%)
R - Female 14.10%
(11.68%, 16.92%) 		23.56%
(21.24%, 26.04%) 		27.62%
(24.70%, 30.72%) 		14.16%
(12.04%, 16.58%) 		20.56%
(18.42%, 22.90%)
Age and Gender
D - Male - 18 to 34 11.64%
(7.92%, 16.78%) 		15.58%
(11.38%, 20.98%) 		26.62%
(20.82%, 33.34%) 		19.28%
(14.12%, 25.78%) 		26.88%
(21.18%, 33.44%)
D - Male - 35 to 54 10.28%
(7.62%, 13.74%) 		16.56%
(12.78%, 21.18%) 		24.94%
(20.16%, 30.42%) 		19.50%
(15.44%, 24.28%) 		28.74%
(24.20%, 33.74%)
D - Male - 55+ 12.46%
(9.94%, 15.50%) 		27.72%
(23.52%, 32.32%) 		32.40%
(27.70%, 37.46%) 		11.06%
(8.42%, 14.40%) 		16.38%
(13.12%, 20.24%)
D - Female - 18 to 34 11.92%
(8.34%, 16.74%) 		19.28%
(14.54%, 25.10%) 		29.40%
(24.10%, 35.30%) 		18.06%
(13.84%, 23.24%) 		21.36%
(16.94%, 26.56%)
D - Female - 35 to 54 11.58%
(8.74%, 15.20%) 		22.08%
(18.70%, 25.86%) 		29.34%
(25.08%, 34.00%) 		16.88%
(13.78%, 20.50%) 		20.12%
(16.78%, 23.94%)
D - Female - 55+ 18.18%
(15.68%, 20.96%) 		27.18%
(23.66%, 31.02%) 		27.44%
(24.00%, 31.16%) 		14.40%
(11.62%, 17.74%) 		12.80%
(10.44%, 15.60%)
R - Male - 18 to 34 13.92%
(9.00%, 20.92%) 		15.80%
(10.58%, 22.90%) 		26.36%
(19.34%, 34.82%) 		18.82%
(13.58%, 25.50%) 		25.10%
(18.78%, 32.68%)
R - Male - 35 to 54 12.28%
(8.50%, 17.44%) 		15.94%
(11.88%, 21.06%) 		21.52%
(17.32%, 26.42%) 		14.80%
(11.42%, 18.96%) 		35.44%
(29.50%, 41.86%)
R - Male - 55+ 15.56%
(12.44%, 19.28%) 		25.80%
(22.26%, 29.70%) 		25.16%
(21.28%, 29.48%) 		14.02%
(10.92%, 17.84%) 		19.46%
(16.14%, 23.26%)
R - Female - 18 to 34 13.38%
(8.28%, 20.90%) 		21.36%
(14.78%, 29.82%) 		23.20%
(16.58%, 31.50%) 		19.00%
(13.08%, 26.76%) 		23.06%
(16.82%, 30.74%)
R - Female - 35 to 54 13.46%
(9.56%, 18.60%) 		19.16%
(15.38%, 23.60%) 		29.44%
(24.24%, 35.24%) 		16.10%
(12.20%, 20.92%) 		21.84%
(17.50%, 26.90%)
R - Female - 55+ 15.60%
(12.38%, 19.46%) 		27.58%
(23.82%, 31.70%) 		28.98%
(24.66%, 33.72%) 		10.04%
(7.70%, 12.98%) 		17.80%
(14.76%, 21.30%)
Race
D - White 10.78%
(9.34%, 12.40%) 		20.36%
(18.48%, 22.38%) 		28.86%
(26.48%, 31.36%) 		17.22%
(15.30%, 19.32%) 		22.80%
(20.78%, 24.94%)
D - Non-white 16.12%
(13.78%, 18.80%) 		23.94%
(21.16%, 26.96%) 		27.54%
(24.54%, 30.76%) 		15.00%
(12.52%, 17.86%) 		17.38%
(14.72%, 20.40%)
R - White 13.62%
(11.92%, 15.52%) 		22.04%
(20.28%, 23.92%) 		25.72%
(23.40%, 28.16%) 		15.00%
(13.18%, 17.02%) 		23.64%
(21.58%, 25.84%)
R - Non-white 15.86%
(11.94%, 20.76%) 		22.06%
(17.58%, 27.30%) 		26.88%
(21.10%, 33.56%) 		13.94%
(10.36%, 18.50%) 		21.28%
(16.68%, 26.70%)
Education
D - College Grad 10.16%
(8.70%, 11.84%) 		18.48%
(16.52%, 20.62%) 		28.42%
(25.72%, 31.28%) 		20.26%
(17.86%, 22.88%) 		22.68%
(20.22%, 25.36%)
D - Not college grad 15.64%
(13.44%, 18.12%) 		24.62%
(21.96%, 27.48%) 		28.46%
(25.80%, 31.30%) 		12.88%
(11.06%, 14.94%) 		18.40%
(16.16%, 20.88%)
R - College Grad 8.44%
(6.86%, 10.34%) 		20.84%
(17.88%, 24.14%) 		24.82%
(21.16%, 28.90%) 		18.70%
(15.46%, 22.44%) 		27.20%
(24.16%, 30.46%)
R - Not college grad 16.38%
(14.34%, 18.66%) 		22.54%
(20.12%, 25.18%) 		26.36%
(23.94%, 28.96%) 		13.22%
(11.40%, 15.28%) 		21.48%
(19.24%, 23.90%)

Attitudes about government

anes %>% tabtemplate1(V201233, "Trust government in Washington")
Trust government in Washington
Count Pct
-Refused 25 0.30%
-Don’t know 1 0.02%
Always 107 1.30%
Most of the time 1,108 13.38%
About half the time 2,582 31.18%
Some of the time 3,616 43.68%
Never 839 10.14%
Trust government in Washington
D Voters R Voters
Always 1.0% 1.5%
Most of the time 10.9% 18.0%
About half the time 33.0% 32.1%
Some of the time 46.7% 40.0%
Never 8.4% 8.3%
Trust government in Washington
Always Most of the time About half the time Some of the time Never
Vote Intent
D 0.98%
(0.62%, 1.50%) 		10.94%
(9.80%, 12.22%) 		32.98%
(30.86%, 35.16%) 		46.68%
(44.54%, 48.80%) 		8.44%
(7.22%, 9.86%)
R 1.54%
(1.06%, 2.24%) 		18.04%
(16.44%, 19.78%) 		32.10%
(29.92%, 34.34%) 		40.04%
(37.88%, 42.24%) 		8.28%
(7.10%, 9.62%)
Gender
D - Male 0.82%
(0.38%, 1.74%) 		13.18%
(11.08%, 15.60%) 		32.00%
(28.88%, 35.30%) 		45.30%
(42.14%, 48.52%) 		8.70%
(6.80%, 11.04%)
D - Female 1.10%
(0.66%, 1.86%) 		9.18%
(7.88%, 10.68%) 		33.74%
(31.12%, 36.48%) 		47.70%
(45.00%, 50.38%) 		8.28%
(6.72%, 10.16%)
R - Male 1.30%
(0.74%, 2.30%) 		16.46%
(14.16%, 19.02%) 		30.14%
(27.34%, 33.10%) 		43.46%
(40.52%, 46.44%) 		8.64%
(7.22%, 10.34%)
R - Female 1.78%
(1.12%, 2.80%) 		19.68%
(17.24%, 22.38%) 		34.42%
(31.30%, 37.70%) 		36.32%
(33.12%, 39.62%) 		7.80%
(5.94%, 10.20%)
Age and Gender
D - Male - 18 to 34 0.58%
(0.18%, 1.82%) 		11.18%
(7.56%, 16.24%) 		31.06%
(24.56%, 38.42%) 		43.20%
(36.76%, 49.88%) 		13.96%
(9.56%, 19.96%)
D - Male - 35 to 54 1.62%
(0.58%, 4.40%) 		10.52%
(7.82%, 14.04%) 		30.24%
(25.06%, 35.98%) 		49.38%
(43.60%, 55.18%) 		8.24%
(5.82%, 11.54%)
D - Male - 55+ 0.32%
(0.06%, 1.52%) 		17.84%
(14.04%, 22.42%) 		34.38%
(30.04%, 39.00%) 		42.32%
(37.50%, 47.28%) 		5.14%
(3.42%, 7.66%)
D - Female - 18 to 34 1.36%
(0.48%, 3.74%) 		6.76%
(4.30%, 10.52%) 		31.46%
(25.94%, 37.54%) 		46.26%
(40.14%, 52.50%) 		14.16%
(10.44%, 18.90%)
D - Female - 35 to 54 1.38%
(0.66%, 2.88%) 		7.24%
(5.32%, 9.76%) 		38.16%
(33.78%, 42.74%) 		45.38%
(40.86%, 50.00%) 		7.86%
(5.48%, 11.12%)
D - Female - 55+ 0.80%
(0.32%, 1.94%) 		12.40%
(10.00%, 15.26%) 		31.12%
(27.30%, 35.22%) 		50.60%
(46.80%, 54.40%) 		5.10%
(3.58%, 7.20%)
R - Male - 18 to 34 1.86%
(0.64%, 5.26%) 		16.42%
(11.12%, 23.56%) 		25.18%
(19.02%, 32.54%) 		46.48%
(38.90%, 54.22%) 		10.08%
(6.72%, 14.86%)
R - Male - 35 to 54 1.36%
(0.56%, 3.34%) 		16.28%
(12.62%, 20.72%) 		27.90%
(23.74%, 32.50%) 		44.20%
(39.24%, 49.26%) 		10.26%
(7.28%, 14.26%)
R - Male - 55+ 0.58%
(0.24%, 1.40%) 		16.80%
(13.90%, 20.18%) 		33.64%
(29.48%, 38.08%) 		41.98%
(37.88%, 46.20%) 		7.00%
(5.02%, 9.66%)
R - Female - 18 to 34 3.52%
(1.56%, 7.76%) 		16.88%
(11.82%, 23.54%) 		34.76%
(27.50%, 42.80%) 		31.60%
(24.82%, 39.28%) 		13.24%
(8.26%, 20.54%)
R - Female - 35 to 54 2.52%
(1.34%, 4.68%) 		18.40%
(14.12%, 23.64%) 		35.30%
(30.06%, 40.92%) 		34.78%
(29.66%, 40.28%) 		9.00%
(6.14%, 13.00%)
R - Female - 55+ 0.76%
(0.26%, 2.20%) 		22.14%
(18.84%, 25.84%) 		32.80%
(28.54%, 37.38%) 		39.24%
(34.72%, 43.92%) 		5.06%
(3.38%, 7.52%)
Race
D - White 0.18%
(0.06%, 0.48%) 		9.64%
(8.38%, 11.06%) 		31.28%
(28.68%, 34.02%) 		51.82%
(49.34%, 54.32%) 		7.08%
(5.80%, 8.62%)
D - Non-white 1.98%
(1.26%, 3.10%) 		12.56%
(10.58%, 14.86%) 		34.94%
(32.10%, 37.90%) 		40.50%
(37.32%, 43.76%) 		10.02%
(8.04%, 12.42%)
R - White 1.28%
(0.84%, 1.94%) 		16.80%
(15.12%, 18.64%) 		33.08%
(30.68%, 35.56%) 		41.72%
(39.30%, 44.18%) 		7.14%
(5.90%, 8.60%)
R - Non-white 2.66%
(1.30%, 5.40%) 		23.76%
(19.10%, 29.16%) 		28.54%
(23.42%, 34.28%) 		32.76%
(27.62%, 38.32%) 		12.28%
(8.86%, 16.76%)
Education
D - College Grad 0.30%
(0.12%, 0.80%) 		10.52%
(9.02%, 12.24%) 		34.14%
(31.36%, 37.02%) 		49.00%
(46.16%, 51.84%) 		6.04%
(4.74%, 7.68%)
D - Not college grad 1.54%
(0.96%, 2.46%) 		11.30%
(9.58%, 13.30%) 		31.74%
(28.88%, 34.76%) 		44.96%
(42.22%, 47.72%) 		10.46%
(8.58%, 12.68%)
R - College Grad 0.36%
(0.10%, 1.24%) 		14.14%
(11.98%, 16.60%) 		29.24%
(25.96%, 32.76%) 		48.66%
(45.02%, 52.34%) 		7.60%
(5.86%, 9.82%)
R - Not college grad 2.10%
(1.44%, 3.06%) 		20.06%
(17.86%, 22.44%) 		33.26%
(30.52%, 36.10%) 		36.04%
(33.30%, 38.86%) 		8.56%
(7.10%, 10.32%) 
anes %>% tabtemplate1(V201234, "Government for a few interests or benefit of all")
Government for a few interests or benefit of all
Count Pct
-Refused 72 0.86%
-Don’t know 8 0.10%
Run by a few big interests 6,850 82.74%
For the benefit of all the people 1,350 16.30%
Government for a few interests or benefit of all
D Voters R Voters
Run by a few big interests 88.6% 77.2%
For the benefit of all the people 11.4% 22.8%
Government for a few interests or benefit of all
Run by a few big interests For the benefit of all the people
Vote Intent
D 88.58%
(87.10%, 89.90%) 		11.42%
(10.10%, 12.90%)
R 77.16%
(74.98%, 79.22%) 		22.84%
(20.78%, 25.02%)
Gender
D - Male 88.78%
(86.44%, 90.74%) 		11.22%
(9.26%, 13.56%)
D - Female 88.36%
(86.12%, 90.28%) 		11.64%
(9.72%, 13.88%)
R - Male 78.34%
(75.64%, 80.84%) 		21.66%
(19.16%, 24.36%)
R - Female 75.78%
(72.54%, 78.76%) 		24.22%
(21.24%, 27.46%)
Age and Gender
D - Male - 18 to 34 88.00%
(81.90%, 92.24%) 		12.00%
(7.76%, 18.10%)
D - Male - 35 to 54 88.66%
(84.48%, 91.82%) 		11.34%
(8.18%, 15.52%)
D - Male - 55+ 89.56%
(85.92%, 92.34%) 		10.44%
(7.66%, 14.08%)
D - Female - 18 to 34 87.86%
(82.54%, 91.72%) 		12.14%
(8.28%, 17.46%)
D - Female - 35 to 54 87.76%
(83.98%, 90.74%) 		12.24%
(9.26%, 16.02%)
D - Female - 55+ 89.12%
(86.10%, 91.56%) 		10.88%
(8.44%, 13.90%)
R - Male - 18 to 34 78.22%
(70.44%, 84.42%) 		21.78%
(15.58%, 29.56%)
R - Male - 35 to 54 78.92%
(74.16%, 83.02%) 		21.08%
(16.98%, 25.84%)
R - Male - 55+ 78.50%
(75.18%, 81.48%) 		21.50%
(18.52%, 24.82%)
R - Female - 18 to 34 69.54%
(61.64%, 76.42%) 		30.46%
(23.58%, 38.36%)
R - Female - 35 to 54 75.64%
(70.38%, 80.22%) 		24.36%
(19.78%, 29.62%)
R - Female - 55+ 77.24%
(72.94%, 81.02%) 		22.76%
(18.98%, 27.06%)
Race
D - White 90.24%
(88.52%, 91.72%) 		9.76%
(8.28%, 11.48%)
D - Non-white 86.56%
(83.96%, 88.80%) 		13.44%
(11.20%, 16.04%)
R - White 78.20%
(75.94%, 80.28%) 		21.80%
(19.72%, 24.06%)
R - Non-white 72.10%
(66.36%, 77.20%) 		27.90%
(22.80%, 33.64%)
Education
D - College Grad 89.46%
(87.54%, 91.10%) 		10.54%
(8.90%, 12.46%)
D - Not college grad 88.02%
(85.66%, 90.04%) 		11.98%
(9.96%, 14.34%)
R - College Grad 79.60%
(76.32%, 82.52%) 		20.40%
(17.48%, 23.68%)
R - Not college grad 75.96%
(73.24%, 78.48%) 		24.04%
(21.52%, 26.76%) 
anes %>% tabtemplate1(V201235, "Does government waste much tax money")
Does government waste much tax money
Count Pct
-Refused 18 0.22%
-Don’t know 3 0.04%
Waste a lot 5,640 68.12%
Waste some 2,387 28.84%
Don’t waste very much 232 2.80%
Does government waste much tax money
D Voters R Voters
Waste a lot 63.3% 74.6%
Waste some 34.1% 23.0%
Don’t waste very much 2.6% 2.4%
Does government waste much tax money
Waste a lot Waste some Don’t waste very much
Vote Intent
D 63.32%
(61.40%, 65.22%) 		34.06%
(32.14%, 36.02%) 		2.62%
(2.06%, 3.32%)
R 74.60%
(72.52%, 76.56%) 		22.96%
(21.16%, 24.88%) 		2.44%
(1.78%, 3.34%)
Gender
D - Male 63.88%
(60.98%, 66.68%) 		33.18%
(30.28%, 36.24%) 		2.94%
(2.02%, 4.22%)
D - Female 62.86%
(60.06%, 65.58%) 		34.84%
(32.24%, 37.54%) 		2.30%
(1.58%, 3.30%)
R - Male 76.48%
(73.34%, 79.36%) 		21.12%
(18.44%, 24.08%) 		2.40%
(1.46%, 3.90%)
R - Female 72.60%
(69.62%, 75.36%) 		24.94%
(22.26%, 27.84%) 		2.46%
(1.62%, 3.72%)
Age and Gender
D - Male - 18 to 34 64.02%
(57.78%, 69.84%) 		32.76%
(26.78%, 39.34%) 		3.22%
(1.62%, 6.30%)
D - Male - 35 to 54 63.64%
(58.42%, 68.54%) 		33.54%
(28.44%, 39.02%) 		2.84%
(1.38%, 5.74%)
D - Male - 55+ 64.10%
(59.70%, 68.26%) 		32.98%
(29.02%, 37.18%) 		2.94%
(1.78%, 4.82%)
D - Female - 18 to 34 66.40%
(60.00%, 72.24%) 		30.80%
(25.30%, 36.92%) 		2.80%
(1.36%, 5.68%)
D - Female - 35 to 54 59.46%
(54.32%, 64.40%) 		37.56%
(32.92%, 42.44%) 		2.98%
(1.72%, 5.10%)
D - Female - 55+ 63.26%
(58.82%, 67.50%) 		35.52%
(31.32%, 39.94%) 		1.22%
(0.66%, 2.26%)
R - Male - 18 to 34 68.16%
(61.32%, 74.28%) 		25.12%
(19.26%, 32.06%) 		6.72%
(3.40%, 12.86%)
R - Male - 35 to 54 72.62%
(67.40%, 77.28%) 		25.50%
(20.86%, 30.76%) 		1.88%
(0.94%, 3.76%)
R - Male - 55+ 82.94%
(78.90%, 86.34%) 		16.48%
(13.16%, 20.42%) 		0.58%
(0.24%, 1.40%)
R - Female - 18 to 34 64.52%
(56.10%, 72.14%) 		29.14%
(22.48%, 36.86%) 		6.34%
(3.18%, 12.26%)
R - Female - 35 to 54 69.28%
(63.36%, 74.64%) 		28.32%
(23.06%, 34.26%) 		2.40%
(1.28%, 4.42%)
R - Female - 55+ 77.20%
(73.20%, 80.78%) 		22.14%
(18.62%, 26.10%) 		0.66%
(0.30%, 1.44%)
Race
D - White 61.44%
(58.70%, 64.10%) 		36.34%
(33.64%, 39.14%) 		2.22%
(1.62%, 3.00%)
D - Non-white 65.60%
(62.80%, 68.28%) 		31.24%
(28.56%, 34.06%) 		3.16%
(2.18%, 4.54%)
R - White 76.38%
(74.20%, 78.44%) 		21.92%
(19.98%, 24.00%) 		1.70%
(1.14%, 2.52%)
R - Non-white 66.62%
(60.64%, 72.10%) 		27.76%
(22.28%, 33.98%) 		5.64%
(3.32%, 9.42%)
Education
D - College Grad 57.54%
(54.54%, 60.48%) 		39.44%
(36.50%, 42.48%) 		3.02%
(2.22%, 4.08%)
D - Not college grad 67.82%
(65.32%, 70.20%) 		29.82%
(27.38%, 32.36%) 		2.36%
(1.64%, 3.42%)
R - College Grad 77.68%
(74.28%, 80.74%) 		21.64%
(18.62%, 25.00%) 		0.68%
(0.32%, 1.42%)
R - Not college grad 73.16%
(70.64%, 75.52%) 		23.58%
(21.40%, 25.94%) 		3.26%
(2.32%, 4.54%) 
anes %>% tabtemplate1(V201236, "How many in government are corrupt")
How many in government are corrupt
Count Pct
-Refused 54 0.64%
-Don’t know 3 0.04%
All 338 4.08%
Most 2,553 30.84%
About half 2,874 34.72%
A few 2,365 28.56%
None 94 1.14%
How many in government are corrupt
D Voters R Voters
All 3.4% 2.9%
Most 29.6% 30.8%
About half 35.8% 36.5%
A few 30.4% 28.8%
None 0.8% 0.9%
How many in government are corrupt
All Most About half A few None
Vote Intent
D 3.40%
(2.70%, 4.32%) 		29.64%
(27.82%, 31.52%) 		35.78%
(33.94%, 37.64%) 		30.36%
(28.68%, 32.10%) 		0.82%
(0.54%, 1.24%)
R 2.92%
(2.22%, 3.86%) 		30.84%
(28.66%, 33.10%) 		36.50%
(34.26%, 38.80%) 		28.82%
(26.74%, 30.98%) 		0.94%
(0.58%, 1.48%)
Gender
D - Male 2.22%
(1.40%, 3.52%) 		30.36%
(27.60%, 33.26%) 		32.02%
(29.00%, 35.20%) 		34.28%
(31.68%, 36.96%) 		1.14%
(0.56%, 2.28%)
D - Female 4.42%
(3.22%, 6.06%) 		28.86%
(26.32%, 31.52%) 		39.00%
(36.34%, 41.70%) 		27.16%
(25.02%, 29.42%) 		0.56%
(0.30%, 1.08%)
R - Male 3.22%
(2.22%, 4.68%) 		29.42%
(26.48%, 32.54%) 		35.26%
(32.24%, 38.42%) 		31.16%
(28.30%, 34.16%) 		0.92%
(0.46%, 1.88%)
R - Female 2.64%
(1.72%, 4.02%) 		32.18%
(28.98%, 35.58%) 		37.88%
(34.70%, 41.14%) 		26.40%
(23.52%, 29.52%) 		0.90%
(0.46%, 1.82%)
Age and Gender
D - Male - 18 to 34 2.92%
(1.34%, 6.26%) 		41.00%
(35.08%, 47.22%) 		36.26%
(30.12%, 42.90%) 		18.34%
(14.40%, 23.06%) 		1.48%
(0.40%, 5.20%)
D - Male - 35 to 54 1.96%
(0.94%, 4.04%) 		32.00%
(27.34%, 37.04%) 		28.86%
(24.48%, 33.68%) 		35.56%
(30.96%, 40.44%) 		1.60%
(0.56%, 4.46%)
D - Male - 55+ 2.04%
(0.82%, 4.88%) 		20.00%
(16.30%, 24.30%) 		31.24%
(26.38%, 36.54%) 		46.24%
(41.32%, 51.26%) 		0.50%
(0.18%, 1.40%)
D - Female - 18 to 34 10.06%
(6.70%, 14.88%) 		36.12%
(30.48%, 42.16%) 		36.64%
(31.66%, 41.90%) 		16.64%
(12.76%, 21.42%) 		0.54%
(0.10%, 3.22%)
D - Female - 35 to 54 2.74%
(1.60%, 4.66%) 		28.66%
(24.74%, 32.94%) 		38.28%
(33.58%, 43.20%) 		29.54%
(25.46%, 33.96%) 		0.80%
(0.38%, 1.64%)
D - Female - 55+ 2.18%
(0.98%, 4.70%) 		24.32%
(20.68%, 28.38%) 		41.00%
(36.90%, 45.22%) 		32.18%
(28.56%, 36.04%) 		0.34%
(0.12%, 0.94%)
R - Male - 18 to 34 5.58%
(2.86%, 10.62%) 		35.32%
(28.54%, 42.78%) 		29.88%
(22.98%, 37.82%) 		26.92%
(20.66%, 34.28%) 		2.28%
(0.80%, 6.28%)
R - Male - 35 to 54 4.80%
(2.68%, 8.46%) 		33.78%
(28.86%, 39.04%) 		30.30%
(25.42%, 35.68%) 		30.08%
(25.36%, 35.30%) 		1.04%
(0.32%, 3.28%)
R - Male - 55+ 1.22%
(0.62%, 2.34%) 		24.20%
(20.60%, 28.20%) 		41.06%
(36.98%, 45.26%) 		33.28%
(29.14%, 37.70%) 		0.24%
(0.06%, 1.10%)
R - Female - 18 to 34 6.88%
(3.64%, 12.66%) 		36.94%
(28.92%, 45.76%) 		37.02%
(29.28%, 45.48%) 		17.22%
(11.64%, 24.72%) 		1.92%
(0.52%, 6.80%)
R - Female - 35 to 54 3.08%
(1.46%, 6.40%) 		34.26%
(28.96%, 39.98%) 		38.66%
(33.22%, 44.42%) 		23.34%
(18.54%, 28.92%) 		0.66%
(0.22%, 1.96%)
R - Female - 55+ 0.90%
(0.42%, 1.90%) 		28.30%
(24.14%, 32.86%) 		37.96%
(33.58%, 42.54%) 		32.06%
(27.72%, 36.72%) 		0.78%
(0.26%, 2.40%)
Race
D - White 1.54%
(1.00%, 2.36%) 		29.00%
(26.80%, 31.30%) 		35.68%
(33.30%, 38.14%) 		33.56%
(31.26%, 35.92%) 		0.22%
(0.10%, 0.50%)
D - Non-white 5.60%
(4.22%, 7.42%) 		30.38%
(26.98%, 34.02%) 		35.86%
(32.76%, 39.08%) 		26.60%
(23.64%, 29.76%) 		1.56%
(1.00%, 2.44%)
R - White 2.40%
(1.78%, 3.22%) 		31.34%
(28.96%, 33.82%) 		37.56%
(35.32%, 39.88%) 		28.20%
(25.98%, 30.56%) 		0.50%
(0.26%, 0.94%)
R - Non-white 5.42%
(3.12%, 9.24%) 		27.98%
(23.12%, 33.42%) 		31.64%
(26.00%, 37.88%) 		32.04%
(27.06%, 37.46%) 		2.92%
(1.50%, 5.64%)
Education
D - College Grad 1.78%
(1.18%, 2.66%) 		24.82%
(22.40%, 27.40%) 		37.90%
(35.40%, 40.46%) 		35.06%
(32.46%, 37.74%) 		0.46%
(0.14%, 1.52%)
D - Not college grad 4.58%
(3.44%, 6.06%) 		33.02%
(30.34%, 35.80%) 		34.44%
(31.68%, 37.30%) 		26.84%
(24.40%, 29.40%) 		1.14%
(0.74%, 1.74%)
R - College Grad 1.42%
(0.88%, 2.30%) 		31.50%
(27.90%, 35.32%) 		34.40%
(31.16%, 37.82%) 		32.30%
(28.42%, 36.42%) 		0.38%
(0.12%, 1.22%)
R - Not college grad 3.64%
(2.66%, 5.00%) 		30.48%
(27.84%, 33.24%) 		37.22%
(34.32%, 40.22%) 		27.46%
(25.02%, 30.06%) 		1.20%
(0.70%, 2.00%) 
anes %>% tabtemplate1(V201237, "How often can people be trusted")
How often can people be trusted
Count Pct
-Refused 10 0.12%
-Don’t know 0 0.00%
Always 62 0.74%
Most of the time 3,563 43.04%
About half the time 2,293 27.70%
Some of the time 1,981 23.92%
Never 370 4.48%
How often can people be trusted
D Voters R Voters
Always 0.6% 0.5%
Most of the time 44.8% 45.5%
About half the time 27.7% 28.1%
Some of the time 23.8% 22.1%
Never 3.1% 3.8%
How often can people be trusted
Always Most of the time About half the time Some of the time Never
Vote Intent
D 0.62%
(0.30%, 1.22%) 		44.76%
(42.66%, 46.86%) 		27.72%
(26.10%, 29.40%) 		23.80%
(22.06%, 25.62%) 		3.12%
(2.46%, 3.94%)
R 0.52%
(0.30%, 0.90%) 		45.54%
(43.28%, 47.82%) 		28.12%
(26.24%, 30.06%) 		22.06%
(20.32%, 23.90%) 		3.76%
(2.92%, 4.86%)
Gender
D - Male 0.58%
(0.20%, 1.70%) 		47.16%
(44.00%, 50.34%) 		27.52%
(25.14%, 30.04%) 		22.60%
(19.70%, 25.78%) 		2.14%
(1.44%, 3.16%)
D - Female 0.64%
(0.26%, 1.58%) 		42.78%
(40.14%, 45.46%) 		27.78%
(25.38%, 30.32%) 		24.92%
(22.74%, 27.24%) 		3.88%
(2.74%, 5.46%)
R - Male 0.40%
(0.20%, 0.80%) 		45.24%
(42.18%, 48.34%) 		27.56%
(25.00%, 30.28%) 		22.68%
(19.82%, 25.84%) 		4.12%
(2.90%, 5.80%)
R - Female 0.66%
(0.34%, 1.34%) 		45.80%
(42.54%, 49.12%) 		28.84%
(26.02%, 31.80%) 		21.26%
(18.86%, 23.88%) 		3.44%
(2.34%, 5.00%)
Age and Gender
D - Male - 18 to 34 1.26%
(0.28%, 5.40%) 		39.20%
(33.08%, 45.68%) 		31.72%
(26.30%, 37.68%) 		24.26%
(18.62%, 30.96%) 		3.56%
(1.90%, 6.58%)
D - Male - 35 to 54 0.68%
(0.16%, 2.74%) 		45.72%
(40.64%, 50.88%) 		27.28%
(22.70%, 32.38%) 		24.64%
(19.74%, 30.30%) 		1.68%
(0.82%, 3.46%)
D - Male - 55+ NA 55.74%
(51.08%, 60.30%) 		23.38%
(19.82%, 27.38%) 		19.36%
(15.88%, 23.38%) 		1.52%
(0.76%, 3.00%)
D - Female - 18 to 34 0.88%
(0.18%, 4.02%) 		31.16%
(26.20%, 36.60%) 		31.34%
(26.20%, 36.98%) 		28.42%
(23.86%, 33.46%) 		8.20%
(4.74%, 13.84%)
D - Female - 35 to 54 0.48%
(0.16%, 1.48%) 		41.86%
(37.64%, 46.22%) 		32.16%
(28.00%, 36.64%) 		22.70%
(19.10%, 26.76%) 		2.76%
(1.84%, 4.16%)
D - Female - 55+ 0.34%
(0.10%, 1.16%) 		50.66%
(46.54%, 54.78%) 		22.48%
(19.26%, 26.06%) 		24.62%
(21.02%, 28.60%) 		1.92%
(1.10%, 3.34%)
R - Male - 18 to 34 0.10%
(0.02%, 0.66%) 		33.58%
(26.50%, 41.48%) 		29.52%
(22.56%, 37.56%) 		27.60%
(20.88%, 35.50%) 		9.22%
(5.46%, 15.16%)
R - Male - 35 to 54 0.56%
(0.20%, 1.52%) 		44.52%
(39.20%, 49.98%) 		29.30%
(24.48%, 34.64%) 		22.94%
(18.80%, 27.68%) 		2.68%
(1.28%, 5.50%)
R - Male - 55+ 0.44%
(0.16%, 1.22%) 		50.46%
(46.10%, 54.80%) 		25.52%
(21.72%, 29.72%) 		20.84%
(16.98%, 25.30%) 		2.74%
(1.34%, 5.54%)
R - Female - 18 to 34 0.54%
(0.08%, 3.74%) 		26.56%
(19.88%, 34.52%) 		32.90%
(25.60%, 41.14%) 		28.84%
(22.68%, 35.88%) 		11.16%
(6.54%, 18.40%)
R - Female - 35 to 54 0.66%
(0.22%, 1.94%) 		48.78%
(42.40%, 55.18%) 		28.84%
(23.24%, 35.14%) 		18.46%
(14.86%, 22.72%) 		3.26%
(1.60%, 6.52%)
R - Female - 55+ 0.80%
(0.30%, 2.16%) 		51.62%
(47.30%, 55.94%) 		27.76%
(23.70%, 32.22%) 		19.04%
(15.84%, 22.72%) 		0.76%
(0.30%, 1.90%)
Race
D - White 0.16%
(0.06%, 0.48%) 		58.38%
(55.88%, 60.86%) 		25.10%
(23.04%, 27.30%) 		15.48%
(13.68%, 17.44%) 		0.86%
(0.54%, 1.40%)
D - Non-white 1.18%
(0.54%, 2.56%) 		28.06%
(25.18%, 31.14%) 		31.02%
(28.14%, 34.06%) 		33.88%
(30.76%, 37.14%) 		5.86%
(4.52%, 7.56%)
R - White 0.50%
(0.26%, 0.96%) 		48.70%
(46.28%, 51.14%) 		28.32%
(26.46%, 30.24%) 		19.82%
(18.02%, 21.76%) 		2.66%
(1.88%, 3.74%)
R - Non-white 0.64%
(0.24%, 1.74%) 		31.00%
(26.10%, 36.38%) 		27.42%
(22.26%, 33.24%) 		32.08%
(26.80%, 37.86%) 		8.86%
(6.00%, 12.94%)
Education
D - College Grad 0.28%
(0.10%, 0.72%) 		57.12%
(54.38%, 59.82%) 		25.00%
(22.72%, 27.40%) 		16.44%
(14.12%, 19.04%) 		1.18%
(0.74%, 1.88%)
D - Not college grad 0.90%
(0.40%, 2.06%) 		34.80%
(32.00%, 37.72%) 		29.76%
(27.58%, 32.02%) 		29.94%
(27.42%, 32.58%) 		4.60%
(3.52%, 5.96%)
R - College Grad 0.72%
(0.36%, 1.40%) 		56.18%
(52.32%, 59.96%) 		24.34%
(21.14%, 27.84%) 		17.80%
(15.04%, 20.94%) 		0.96%
(0.40%, 2.30%)
R - Not college grad 0.44%
(0.20%, 0.98%) 		40.78%
(38.06%, 43.54%) 		29.90%
(27.52%, 32.38%) 		23.84%
(21.62%, 26.20%) 		5.04%
(3.86%, 6.58%) 
anes %>% tabtemplate1(V201238, "Elections make government pay attention")
Elections make government pay attention
Count Pct
-Refused 10 0.12%
-Don’t know 0 0.00%
A good deal 2,533 30.58%
Some 4,242 51.24%
Not much 1,495 18.06%
Elections make government pay attention
D Voters R Voters
A good deal 31.1% 33.6%
Some 53.0% 51.8%
Not much 16.0% 14.6%
Elections make government pay attention
A good deal Some Not much
Vote Intent
D 31.06%
(29.40%, 32.76%) 		52.96%
(50.86%, 55.04%) 		15.98%
(14.40%, 17.70%)
R 33.62%
(31.48%, 35.82%) 		51.76%
(49.64%, 53.88%) 		14.62%
(13.18%, 16.18%)
Gender
D - Male 31.92%
(29.28%, 34.68%) 		51.80%
(48.92%, 54.66%) 		16.28%
(13.88%, 19.00%)
D - Female 30.30%
(28.00%, 32.70%) 		53.98%
(51.08%, 56.88%) 		15.72%
(13.60%, 18.10%)
R - Male 33.16%
(30.06%, 36.42%) 		50.54%
(47.28%, 53.82%) 		16.30%
(14.16%, 18.68%)
R - Female 33.98%
(30.88%, 37.22%) 		53.12%
(50.08%, 56.16%) 		12.90%
(10.92%, 15.16%)
Age and Gender
D - Male - 18 to 34 24.58%
(19.64%, 30.30%) 		52.32%
(45.44%, 59.12%) 		23.10%
(17.26%, 30.20%)
D - Male - 35 to 54 31.34%
(26.18%, 37.02%) 		51.42%
(45.44%, 57.36%) 		17.22%
(13.52%, 21.70%)
D - Male - 55+ 38.24%
(34.16%, 42.52%) 		51.50%
(47.06%, 55.92%) 		10.26%
(7.60%, 13.72%)
D - Female - 18 to 34 22.96%
(18.10%, 28.68%) 		55.08%
(49.02%, 61.00%) 		21.96%
(17.82%, 26.74%)
D - Female - 35 to 54 28.82%
(24.78%, 33.20%) 		56.12%
(50.94%, 61.16%) 		15.08%
(11.96%, 18.84%)
D - Female - 55+ 36.08%
(32.40%, 39.94%) 		51.60%
(47.58%, 55.58%) 		12.32%
(9.28%, 16.20%)
R - Male - 18 to 34 34.50%
(27.38%, 42.38%) 		42.26%
(35.42%, 49.40%) 		23.26%
(17.18%, 30.70%)
R - Male - 35 to 54 26.00%
(21.62%, 30.92%) 		58.44%
(52.96%, 63.70%) 		15.56%
(12.36%, 19.40%)
R - Male - 55+ 38.10%
(33.24%, 43.20%) 		49.54%
(44.58%, 54.52%) 		12.36%
(9.46%, 15.98%)
R - Female - 18 to 34 29.86%
(22.60%, 38.30%) 		51.62%
(44.00%, 59.16%) 		18.52%
(13.46%, 24.98%)
R - Female - 35 to 54 28.44%
(23.42%, 34.08%) 		56.70%
(51.08%, 62.14%) 		14.86%
(10.92%, 19.90%)
R - Female - 55+ 38.60%
(34.42%, 42.96%) 		51.88%
(47.36%, 56.36%) 		9.52%
(7.44%, 12.12%)
Race
D - White 30.82%
(28.60%, 33.14%) 		53.94%
(51.18%, 56.66%) 		15.24%
(13.36%, 17.34%)
D - Non-white 31.66%
(28.74%, 34.74%) 		51.38%
(47.86%, 54.88%) 		16.94%
(14.48%, 19.74%)
R - White 34.02%
(31.84%, 36.28%) 		51.94%
(49.66%, 54.22%) 		14.04%
(12.46%, 15.78%)
R - Non-white 32.20%
(27.10%, 37.76%) 		50.94%
(45.24%, 56.64%) 		16.84%
(12.98%, 21.58%)
Education
D - College Grad 33.20%
(30.46%, 36.06%) 		54.46%
(51.52%, 57.36%) 		12.34%
(10.46%, 14.50%)
D - Not college grad 29.64%
(27.20%, 32.18%) 		51.72%
(48.92%, 54.52%) 		18.64%
(16.32%, 21.24%)
R - College Grad 33.82%
(30.16%, 37.72%) 		50.36%
(46.50%, 54.22%) 		15.82%
(13.02%, 19.06%)
R - Not college grad 34.02%
(31.46%, 36.70%) 		52.12%
(49.52%, 54.70%) 		13.86%
(12.16%, 15.74%)

Which party better

anes %>% tabtemplate1(V201239, "Better at handling nation's economy")
Better at handling nation’s economy
Count Pct
-Refused 27 0.32%
-Don’t know 1 0.02%
Democrats would do a much better job 1,487 17.96%
Democrats would do a somewhat better job 1,359 16.40%
Not much difference between them 1,935 23.36%
Republicans would do a somewhat better job 1,206 14.56%
Republicans would do a much better job 2,265 27.36%
Better at handling nation’s economy
D Voters R Voters
Democrats would do a much better job 34.6% 0.7%
Democrats would do a somewhat better job 29.3% 1.8%
Not much difference between them 27.0% 10.5%
Republicans would do a somewhat better job 7.3% 22.8%
Republicans would do a much better job 1.9% 64.2%
Better at handling nation’s economy
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 34.58%
(32.50%, 36.74%) 		29.26%
(27.32%, 31.28%) 		27.02%
(25.12%, 29.00%) 		7.26%
(6.12%, 8.60%) 		1.86%
(1.28%, 2.72%)
R 0.74%
(0.42%, 1.28%) 		1.76%
(1.14%, 2.72%) 		10.46%
(9.10%, 12.00%) 		22.84%
(20.94%, 24.84%) 		64.20%
(61.92%, 66.42%)
Gender
D - Male 32.18%
(29.14%, 35.38%) 		29.02%
(25.96%, 32.28%) 		27.92%
(24.62%, 31.48%) 		8.00%
(6.34%, 10.08%) 		2.88%
(1.84%, 4.44%)
D - Female 36.58%
(33.76%, 39.48%) 		29.54%
(27.10%, 32.08%) 		26.12%
(23.98%, 28.38%) 		6.72%
(5.42%, 8.32%) 		1.04%
(0.58%, 1.86%)
R - Male 0.68%
(0.26%, 1.78%) 		1.58%
(0.72%, 3.42%) 		9.64%
(8.02%, 11.56%) 		22.04%
(19.46%, 24.84%) 		66.06%
(62.98%, 69.00%)
R - Female 0.80%
(0.44%, 1.44%) 		1.96%
(1.22%, 3.14%) 		11.34%
(9.24%, 13.82%) 		23.64%
(20.80%, 26.74%) 		62.26%
(58.70%, 65.70%)
Age and Gender
D - Male - 18 to 34 32.74%
(26.52%, 39.62%) 		28.42%
(22.56%, 35.10%) 		27.36%
(21.54%, 34.04%) 		9.46%
(6.52%, 13.52%) 		2.04%
(0.84%, 4.92%)
D - Male - 35 to 54 28.26%
(23.68%, 33.32%) 		27.84%
(22.98%, 33.28%) 		29.38%
(23.96%, 35.44%) 		10.72%
(7.76%, 14.66%) 		3.80%
(1.88%, 7.52%)
D - Male - 55+ 35.30%
(30.48%, 40.44%) 		31.30%
(26.94%, 36.02%) 		26.38%
(21.76%, 31.58%) 		4.48%
(2.88%, 6.92%) 		2.52%
(1.26%, 5.00%)
D - Female - 18 to 34 32.58%
(27.70%, 37.88%) 		31.54%
(26.98%, 36.50%) 		26.62%
(22.08%, 31.70%) 		8.22%
(5.34%, 12.42%) 		1.04%
(0.48%, 2.20%)
D - Female - 35 to 54 36.66%
(31.66%, 41.98%) 		26.74%
(23.02%, 30.82%) 		28.14%
(24.06%, 32.62%) 		7.06%
(5.32%, 9.30%) 		1.40%
(0.64%, 3.08%)
D - Female - 55+ 39.42%
(35.16%, 43.86%) 		30.48%
(26.64%, 34.60%) 		23.64%
(20.68%, 26.88%) 		5.62%
(3.94%, 7.96%) 		0.84%
(0.22%, 3.16%)
R - Male - 18 to 34 2.66%
(0.86%, 7.88%) 		1.74%
(0.40%, 7.36%) 		16.42%
(11.48%, 22.92%) 		19.52%
(14.56%, 25.66%) 		59.66%
(52.64%, 66.30%)
R - Male - 35 to 54 0.14%
(0.02%, 0.96%) 		2.30%
(1.04%, 5.04%) 		9.20%
(6.64%, 12.62%) 		25.46%
(20.72%, 30.86%) 		62.90%
(56.78%, 68.64%)
R - Male - 55+ 0.14%
(0.02%, 0.74%) 		0.62%
(0.20%, 1.92%) 		6.54%
(4.88%, 8.72%) 		21.22%
(17.50%, 25.48%) 		71.48%
(66.88%, 75.68%)
R - Female - 18 to 34 1.40%
(0.34%, 5.46%) 		3.50%
(1.40%, 8.48%) 		19.38%
(13.18%, 27.56%) 		29.72%
(22.60%, 38.00%) 		46.00%
(37.70%, 54.50%)
R - Female - 35 to 54 0.66%
(0.22%, 1.94%) 		2.52%
(1.24%, 5.06%) 		12.86%
(9.58%, 17.02%) 		24.40%
(19.56%, 30.02%) 		59.56%
(53.64%, 65.20%)
R - Female - 55+ 0.76%
(0.40%, 1.46%) 		1.20%
(0.44%, 3.16%) 		7.76%
(5.58%, 10.68%) 		19.96%
(16.56%, 23.86%) 		70.32%
(66.10%, 74.24%)
Race
D - White 33.70%
(31.38%, 36.10%) 		30.06%
(27.54%, 32.72%) 		25.06%
(22.56%, 27.74%) 		9.40%
(7.86%, 11.20%) 		1.78%
(1.16%, 2.70%)
D - Non-white 35.90%
(32.52%, 39.42%) 		28.10%
(25.24%, 31.16%) 		29.24%
(26.24%, 32.46%) 		4.74%
(3.40%, 6.60%) 		2.00%
(1.12%, 3.56%)
R - White 0.32%
(0.18%, 0.62%) 		0.92%
(0.52%, 1.62%) 		9.58%
(8.22%, 11.14%) 		21.82%
(19.76%, 24.02%) 		67.36%
(64.82%, 69.80%)
R - Non-white 2.60%
(1.14%, 5.80%) 		5.16%
(2.64%, 9.78%) 		14.46%
(10.50%, 19.62%) 		26.84%
(22.10%, 32.18%) 		50.94%
(44.94%, 56.90%)
Education
D - College Grad 31.20%
(28.38%, 34.16%) 		32.36%
(29.50%, 35.36%) 		24.84%
(22.28%, 27.60%) 		9.42%
(7.94%, 11.12%) 		2.18%
(1.28%, 3.70%)
D - Not college grad 37.42%
(34.50%, 40.44%) 		26.64%
(24.36%, 29.08%) 		28.82%
(26.20%, 31.56%) 		5.46%
(4.14%, 7.16%) 		1.66%
(1.00%, 2.70%)
R - College Grad 0.12%
(0.02%, 0.56%) 		0.70%
(0.30%, 1.62%) 		5.68%
(3.98%, 8.06%) 		23.04%
(19.98%, 26.40%) 		70.46%
(66.86%, 73.82%)
R - Not college grad 1.02%
(0.58%, 1.80%) 		2.20%
(1.34%, 3.58%) 		12.62%
(10.82%, 14.68%) 		22.54%
(20.14%, 25.12%) 		61.62%
(58.70%, 64.46%) 
anes %>% tabtemplate1(V201240, "Better at handling health care")
Better at handling health care
Count Pct
-Refused 20 0.24%
-Don’t know 2 0.02%
Democrats would do a much better job 2,665 32.18%
Democrats would do a somewhat better job 1,561 18.84%
Not much difference between them 1,593 19.24%
Republicans would do a somewhat better job 1,007 12.16%
Republicans would do a much better job 1,432 17.30%
Better at handling health care
D Voters R Voters
Democrats would do a much better job 59.9% 2.5%
Democrats would do a somewhat better job 27.3% 6.7%
Not much difference between them 10.7% 22.2%
Republicans would do a somewhat better job 1.5% 26.4%
Republicans would do a much better job 0.6% 42.1%
Better at handling health care
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 59.92%
(57.70%, 62.10%) 		27.32%
(25.44%, 29.26%) 		10.68%
(9.38%, 12.16%) 		1.46%
(1.02%, 2.06%) 		0.62%
(0.36%, 1.08%)
R 2.52%
(1.84%, 3.48%) 		6.72%
(5.54%, 8.14%) 		22.20%
(20.36%, 24.18%) 		26.42%
(24.54%, 28.40%) 		42.12%
(40.00%, 44.28%)
Gender
D - Male 59.52%
(56.10%, 62.84%) 		27.44%
(24.54%, 30.54%) 		10.66%
(8.66%, 13.06%) 		1.82%
(1.08%, 3.06%) 		0.58%
(0.24%, 1.36%)
D - Female 60.36%
(57.64%, 63.04%) 		27.20%
(25.00%, 29.54%) 		10.60%
(9.08%, 12.34%) 		1.16%
(0.66%, 2.04%) 		0.66%
(0.32%, 1.38%)
R - Male 2.56%
(1.62%, 4.06%) 		7.30%
(5.68%, 9.32%) 		22.30%
(19.52%, 25.36%) 		28.92%
(26.14%, 31.86%) 		38.92%
(35.74%, 42.20%)
R - Female 2.50%
(1.56%, 4.00%) 		6.04%
(4.66%, 7.78%) 		22.18%
(19.84%, 24.70%) 		23.74%
(21.10%, 26.60%) 		45.54%
(42.36%, 48.76%)
Age and Gender
D - Male - 18 to 34 61.70%
(54.74%, 68.22%) 		23.92%
(18.72%, 30.06%) 		11.64%
(7.76%, 17.10%) 		1.94%
(0.66%, 5.52%) 		0.80%
(0.16%, 3.88%)
D - Male - 35 to 54 54.06%
(48.18%, 59.84%) 		32.88%
(27.56%, 38.68%) 		10.16%
(7.38%, 13.82%) 		2.48%
(1.10%, 5.46%) 		0.42%
(0.10%, 1.56%)
D - Male - 55+ 63.30%
(58.22%, 68.10%) 		25.28%
(21.58%, 29.38%) 		9.62%
(6.48%, 14.06%) 		1.22%
(0.68%, 2.12%) 		0.58%
(0.16%, 2.28%)
D - Female - 18 to 34 58.16%
(51.94%, 64.14%) 		28.92%
(24.18%, 34.20%) 		10.78%
(7.54%, 15.18%) 		1.42%
(0.54%, 3.62%) 		0.72%
(0.24%, 2.16%)
D - Female - 35 to 54 57.24%
(52.48%, 61.86%) 		28.40%
(24.52%, 32.62%) 		12.26%
(9.44%, 15.78%) 		1.50%
(0.72%, 3.16%) 		0.60%
(0.16%, 2.10%)
D - Female - 55+ 64.74%
(60.72%, 68.56%) 		24.70%
(21.34%, 28.42%) 		9.16%
(6.80%, 12.22%) 		0.68%
(0.18%, 2.46%) 		0.72%
(0.20%, 2.54%)
R - Male - 18 to 34 6.38%
(3.16%, 12.46%) 		7.96%
(4.52%, 13.64%) 		22.34%
(16.48%, 29.54%) 		29.02%
(22.30%, 36.78%) 		34.32%
(27.18%, 42.26%)
R - Male - 35 to 54 2.16%
(1.04%, 4.42%) 		9.08%
(6.02%, 13.50%) 		24.44%
(19.56%, 30.10%) 		24.78%
(20.00%, 30.28%) 		39.54%
(34.08%, 45.26%)
R - Male - 55+ 1.16%
(0.48%, 2.80%) 		5.76%
(3.88%, 8.48%) 		20.74%
(17.18%, 24.80%) 		31.66%
(27.74%, 35.86%) 		40.68%
(36.06%, 45.46%)
R - Female - 18 to 34 4.12%
(1.92%, 8.66%) 		12.12%
(7.62%, 18.70%) 		25.94%
(18.86%, 34.54%) 		19.62%
(14.14%, 26.54%) 		38.22%
(29.96%, 47.22%)
R - Female - 35 to 54 2.42%
(1.00%, 5.82%) 		4.54%
(2.94%, 7.00%) 		23.20%
(18.74%, 28.32%) 		22.52%
(18.00%, 27.78%) 		47.32%
(41.62%, 53.08%)
R - Female - 55+ 2.22%
(1.02%, 4.76%) 		3.54%
(2.12%, 5.88%) 		20.44%
(17.16%, 24.18%) 		26.46%
(22.52%, 30.82%) 		47.32%
(42.80%, 51.90%)
Race
D - White 62.96%
(60.16%, 65.68%) 		27.06%
(24.56%, 29.72%) 		8.12%
(6.80%, 9.68%) 		1.38%
(0.86%, 2.24%) 		0.46%
(0.22%, 0.94%)
D - Non-white 56.44%
(53.00%, 59.84%) 		27.36%
(24.66%, 30.24%) 		13.80%
(11.44%, 16.56%) 		1.56%
(0.84%, 2.86%) 		0.82%
(0.36%, 1.86%)
R - White 1.42%
(0.94%, 2.16%) 		6.20%
(5.04%, 7.62%) 		21.86%
(19.92%, 23.92%) 		26.32%
(24.38%, 28.34%) 		44.20%
(41.88%, 46.54%)
R - Non-white 7.58%
(4.66%, 12.08%) 		9.30%
(6.52%, 13.08%) 		23.12%
(18.14%, 28.96%) 		26.42%
(21.08%, 32.56%) 		33.58%
(28.16%, 39.48%)
Education
D - College Grad 62.60%
(59.60%, 65.50%) 		29.86%
(27.04%, 32.82%) 		5.86%
(4.52%, 7.56%) 		1.14%
(0.60%, 2.20%) 		0.54%
(0.24%, 1.20%)
D - Not college grad 58.00%
(54.92%, 61.00%) 		24.88%
(22.62%, 27.30%) 		14.70%
(12.46%, 17.26%) 		1.74%
(1.08%, 2.78%) 		0.68%
(0.32%, 1.48%)
R - College Grad 1.84%
(1.02%, 3.30%) 		8.64%
(6.44%, 11.52%) 		19.80%
(16.72%, 23.32%) 		31.06%
(27.64%, 34.70%) 		38.64%
(35.08%, 42.34%)
R - Not college grad 2.64%
(1.78%, 3.90%) 		5.86%
(4.50%, 7.62%) 		23.02%
(20.78%, 25.42%) 		24.74%
(22.36%, 27.32%) 		43.74%
(41.18%, 46.30%) 
anes %>% tabtemplate1(V201241, "Better at handling immigration")
Better at handling immigration
Count Pct
-Refused 21 0.24%
-Don’t know 3 0.04%
Democrats would do a much better job 2,306 27.86%
Democrats would do a somewhat better job 1,480 17.88%
Not much difference between them 1,313 15.86%
Republicans would do a somewhat better job 927 11.20%
Republicans would do a much better job 2,230 26.94%
Better at handling immigration
D Voters R Voters
Democrats would do a much better job 51.9% 1.7%
Democrats would do a somewhat better job 28.8% 4.1%
Not much difference between them 13.2% 11.2%
Republicans would do a somewhat better job 4.4% 19.0%
Republicans would do a much better job 1.6% 64.0%
Better at handling immigration
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 51.92%
(49.68%, 54.14%) 		28.82%
(26.90%, 30.80%) 		13.24%
(11.90%, 14.70%) 		4.40%
(3.60%, 5.36%) 		1.64%
(1.12%, 2.40%)
R 1.70%
(1.18%, 2.48%) 		4.08%
(3.24%, 5.14%) 		11.22%
(9.70%, 12.94%) 		19.00%
(17.28%, 20.84%) 		64.00%
(61.68%, 66.26%)
Gender
D - Male 49.40%
(46.04%, 52.78%) 		29.28%
(26.40%, 32.32%) 		13.98%
(12.00%, 16.20%) 		5.44%
(4.02%, 7.32%) 		1.90%
(1.14%, 3.16%)
D - Female 54.00%
(50.92%, 57.06%) 		28.40%
(25.70%, 31.24%) 		12.60%
(10.84%, 14.60%) 		3.56%
(2.70%, 4.68%) 		1.44%
(0.88%, 2.34%)
R - Male 1.36%
(0.68%, 2.66%) 		4.20%
(3.04%, 5.76%) 		9.16%
(7.46%, 11.18%) 		18.80%
(16.46%, 21.40%) 		66.48%
(63.18%, 69.64%)
R - Female 2.10%
(1.34%, 3.28%) 		3.92%
(2.84%, 5.40%) 		13.50%
(11.14%, 16.26%) 		19.16%
(17.06%, 21.42%) 		61.32%
(57.88%, 64.66%)
Age and Gender
D - Male - 18 to 34 53.76%
(46.86%, 60.54%) 		26.46%
(20.26%, 33.76%) 		14.16%
(9.80%, 20.02%) 		3.26%
(1.50%, 6.96%) 		2.34%
(0.98%, 5.50%)
D - Male - 35 to 54 44.42%
(38.72%, 50.26%) 		33.74%
(28.56%, 39.36%) 		14.28%
(10.94%, 18.44%) 		5.42%
(3.14%, 9.20%) 		2.12%
(0.92%, 4.86%)
D - Male - 55+ 51.08%
(45.92%, 56.22%) 		27.50%
(23.54%, 31.82%) 		13.06%
(9.86%, 17.06%) 		6.92%
(4.80%, 9.88%) 		1.46%
(0.70%, 3.02%)
D - Female - 18 to 34 55.50%
(49.42%, 61.42%) 		27.12%
(22.00%, 32.92%) 		15.38%
(11.70%, 19.96%) 		1.40%
(0.58%, 3.38%) 		0.60%
(0.16%, 2.16%)
D - Female - 35 to 54 51.22%
(46.08%, 56.34%) 		30.54%
(25.98%, 35.50%) 		11.72%
(9.16%, 14.90%) 		4.48%
(2.86%, 6.96%) 		2.04%
(0.94%, 4.32%)
D - Female - 55+ 55.98%
(51.68%, 60.20%) 		27.16%
(23.52%, 31.12%) 		11.04%
(8.58%, 14.10%) 		4.20%
(2.86%, 6.14%) 		1.62%
(0.72%, 3.58%)
R - Male - 18 to 34 3.46%
(1.18%, 9.72%) 		7.16%
(4.14%, 12.12%) 		14.96%
(10.40%, 21.06%) 		17.50%
(11.84%, 25.12%) 		56.92%
(48.74%, 64.72%)
R - Male - 35 to 54 1.18%
(0.38%, 3.58%) 		4.76%
(2.80%, 8.02%) 		10.54%
(7.34%, 14.88%) 		20.60%
(16.32%, 25.66%) 		62.92%
(57.34%, 68.18%)
R - Male - 55+ 0.54%
(0.14%, 2.02%) 		1.94%
(0.88%, 4.22%) 		5.38%
(3.70%, 7.78%) 		18.36%
(15.14%, 22.10%) 		73.76%
(69.12%, 77.92%)
R - Female - 18 to 34 5.68%
(2.80%, 11.16%) 		4.54%
(2.28%, 8.80%) 		28.36%
(20.72%, 37.48%) 		18.22%
(13.02%, 24.90%) 		43.22%
(35.16%, 51.64%)
R - Female - 35 to 54 2.30%
(1.14%, 4.62%) 		6.18%
(3.98%, 9.50%) 		13.48%
(10.12%, 17.74%) 		18.22%
(14.14%, 23.16%) 		59.80%
(53.88%, 65.46%)
R - Female - 55+ 0.56%
(0.16%, 1.88%) 		2.46%
(1.32%, 4.56%) 		6.96%
(5.04%, 9.56%) 		20.36%
(17.16%, 24.02%) 		69.64%
(65.40%, 73.56%)
Race
D - White 52.40%
(49.94%, 54.88%) 		30.62%
(28.56%, 32.78%) 		10.68%
(9.28%, 12.26%) 		4.80%
(3.74%, 6.16%) 		1.48%
(0.90%, 2.38%)
D - Non-white 51.48%
(48.06%, 54.88%) 		26.28%
(23.32%, 29.46%) 		16.44%
(14.06%, 19.14%) 		3.92%
(2.88%, 5.34%) 		1.88%
(1.08%, 3.28%)
R - White 0.62%
(0.38%, 0.98%) 		2.84%
(2.14%, 3.78%) 		9.74%
(8.30%, 11.42%) 		19.28%
(17.50%, 21.20%) 		67.50%
(64.98%, 69.92%)
R - Non-white 6.66%
(4.18%, 10.46%) 		9.80%
(6.64%, 14.24%) 		17.52%
(12.76%, 23.58%) 		17.48%
(13.46%, 22.40%) 		48.54%
(42.10%, 55.02%)
Education
D - College Grad 54.06%
(50.96%, 57.12%) 		31.58%
(28.82%, 34.46%) 		8.60%
(7.20%, 10.24%) 		4.10%
(3.08%, 5.46%) 		1.66%
(0.92%, 2.96%)
D - Not college grad 50.24%
(47.14%, 53.32%) 		26.42%
(23.86%, 29.14%) 		17.00%
(14.78%, 19.48%) 		4.68%
(3.60%, 6.06%) 		1.66%
(1.08%, 2.54%)
R - College Grad 0.90%
(0.46%, 1.72%) 		4.96%
(3.32%, 7.38%) 		8.00%
(5.72%, 11.06%) 		23.26%
(20.02%, 26.82%) 		62.90%
(59.06%, 66.58%)
R - Not college grad 2.10%
(1.36%, 3.24%) 		3.78%
(2.84%, 5.00%) 		12.70%
(10.78%, 14.92%) 		17.10%
(15.22%, 19.16%) 		64.32%
(61.68%, 66.88%) 
anes %>% tabtemplate1(V201242, "Better at handling taxes")
Better at handling taxes
Count Pct
-Refused 27 0.34%
-Don’t know 3 0.04%
Democrats would do a much better job 1,486 17.94%
Democrats would do a somewhat better job 1,328 16.04%
Not much difference between them 2,193 26.48%
Republicans would do a somewhat better job 1,283 15.50%
Republicans would do a much better job 1,960 23.66%
Better at handling taxes
D Voters R Voters
Democrats would do a much better job 34.1% 1.2%
Democrats would do a somewhat better job 28.2% 1.9%
Not much difference between them 27.2% 17.8%
Republicans would do a somewhat better job 8.8% 23.9%
Republicans would do a much better job 1.7% 55.2%
Better at handling taxes
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 34.10%
(31.96%, 36.30%) 		28.18%
(26.32%, 30.12%) 		27.22%
(25.32%, 29.22%) 		8.78%
(7.54%, 10.18%) 		1.72%
(1.18%, 2.48%)
R 1.16%
(0.70%, 1.92%) 		1.94%
(1.42%, 2.64%) 		17.78%
(15.98%, 19.74%) 		23.94%
(21.94%, 26.06%) 		55.18%
(52.82%, 57.54%)
Gender
D - Male 31.54%
(28.54%, 34.70%) 		28.72%
(25.80%, 31.82%) 		26.58%
(23.86%, 29.48%) 		10.94%
(8.94%, 13.30%) 		2.24%
(1.34%, 3.68%)
D - Female 36.24%
(33.52%, 39.06%) 		27.78%
(25.32%, 30.38%) 		27.70%
(25.04%, 30.54%) 		6.96%
(5.70%, 8.50%) 		1.30%
(0.82%, 2.08%)
R - Male 1.36%
(0.66%, 2.84%) 		1.44%
(0.90%, 2.34%) 		16.18%
(13.98%, 18.64%) 		24.56%
(21.80%, 27.56%) 		56.44%
(53.12%, 59.70%)
R - Female 0.94%
(0.48%, 1.80%) 		2.34%
(1.50%, 3.64%) 		19.50%
(17.14%, 22.12%) 		23.30%
(20.74%, 26.08%) 		53.90%
(50.58%, 57.20%)
Age and Gender
D - Male - 18 to 34 32.40%
(25.92%, 39.62%) 		25.20%
(19.86%, 31.40%) 		29.36%
(23.80%, 35.62%) 		10.62%
(7.40%, 15.04%) 		2.42%
(1.18%, 4.92%)
D - Male - 35 to 54 28.92%
(24.62%, 33.62%) 		28.46%
(23.58%, 33.92%) 		25.08%
(20.44%, 30.34%) 		15.38%
(11.32%, 20.56%) 		2.18%
(0.92%, 5.00%)
D - Male - 55+ 33.58%
(28.66%, 38.88%) 		32.06%
(27.36%, 37.14%) 		25.18%
(21.08%, 29.78%) 		6.94%
(4.92%, 9.70%) 		2.26%
(1.06%, 4.72%)
D - Female - 18 to 34 32.30%
(26.76%, 38.42%) 		30.84%
(25.56%, 36.68%) 		27.98%
(23.00%, 33.58%) 		7.00%
(4.78%, 10.16%) 		1.86%
(0.92%, 3.66%)
D - Female - 35 to 54 36.70%
(31.46%, 42.28%) 		24.88%
(21.22%, 28.92%) 		29.90%
(25.24%, 35.04%) 		7.16%
(5.44%, 9.36%) 		1.36%
(0.62%, 3.02%)
D - Female - 55+ 38.80%
(34.68%, 43.08%) 		28.00%
(24.26%, 32.10%) 		25.28%
(21.54%, 29.42%) 		6.96%
(4.84%, 9.92%) 		0.96%
(0.36%, 2.58%)
R - Male - 18 to 34 3.46%
(1.18%, 9.72%) 		2.04%
(0.88%, 4.70%) 		19.88%
(14.40%, 26.76%) 		24.96%
(19.16%, 31.84%) 		49.68%
(41.62%, 57.74%)
R - Male - 35 to 54 1.00%
(0.26%, 3.72%) 		1.22%
(0.50%, 2.94%) 		17.58%
(13.28%, 22.90%) 		25.48%
(21.08%, 30.44%) 		54.74%
(49.16%, 60.20%)
R - Male - 55+ 0.70%
(0.24%, 2.12%) 		1.42%
(0.64%, 3.08%) 		13.18%
(10.56%, 16.36%) 		24.18%
(20.28%, 28.58%) 		60.52%
(55.62%, 65.20%)
R - Female - 18 to 34 2.26%
(0.74%, 6.72%) 		5.56%
(2.56%, 11.66%) 		23.72%
(17.00%, 32.08%) 		23.40%
(16.48%, 32.14%) 		45.06%
(36.12%, 54.32%)
R - Female - 35 to 54 1.10%
(0.44%, 2.82%) 		2.22%
(1.12%, 4.38%) 		21.94%
(18.02%, 26.42%) 		22.78%
(18.64%, 27.50%) 		51.96%
(46.60%, 57.28%)
R - Female - 55+ 0.40%
(0.12%, 1.34%) 		1.44%
(0.60%, 3.36%) 		17.54%
(14.60%, 20.92%) 		22.56%
(19.48%, 25.98%) 		58.06%
(53.80%, 62.22%)
Race
D - White 32.78%
(30.30%, 35.34%) 		30.08%
(27.56%, 32.72%) 		26.08%
(23.62%, 28.68%) 		9.52%
(8.08%, 11.18%) 		1.56%
(1.06%, 2.26%)
D - Non-white 35.74%
(32.16%, 39.50%) 		25.86%
(22.94%, 29.02%) 		28.48%
(25.56%, 31.58%) 		7.98%
(6.42%, 9.88%) 		1.94%
(1.08%, 3.44%)
R - White 0.54%
(0.30%, 0.92%) 		1.36%
(0.90%, 2.04%) 		16.50%
(14.74%, 18.40%) 		24.30%
(22.22%, 26.52%) 		57.32%
(54.78%, 59.82%)
R - Non-white 4.02%
(1.98%, 8.02%) 		4.52%
(2.76%, 7.32%) 		23.46%
(18.46%, 29.34%) 		22.12%
(17.44%, 27.66%) 		45.86%
(39.70%, 52.16%)
Education
D - College Grad 29.44%
(26.82%, 32.20%) 		32.06%
(29.56%, 34.68%) 		25.50%
(22.86%, 28.34%) 		10.94%
(9.14%, 13.08%) 		2.04%
(1.36%, 3.04%)
D - Not college grad 37.82%
(34.66%, 41.08%) 		24.90%
(22.56%, 27.36%) 		28.84%
(26.20%, 31.64%) 		6.94%
(5.50%, 8.74%) 		1.50%
(0.86%, 2.60%)
R - College Grad 0.28%
(0.04%, 1.60%) 		1.18%
(0.64%, 2.20%) 		11.30%
(9.22%, 13.80%) 		26.38%
(22.86%, 30.22%) 		60.86%
(56.84%, 64.74%)
R - Not college grad 1.56%
(0.92%, 2.64%) 		2.28%
(1.58%, 3.30%) 		20.46%
(18.22%, 22.88%) 		23.08%
(20.78%, 25.58%) 		52.60%
(49.50%, 55.70%) 
anes %>% tabtemplate1(V201243, "Better at handling environment")
Better at handling environment
Count Pct
-Refused 23 0.28%
-Don’t know 7 0.08%
Democrats would do a much better job 3,089 37.30%
Democrats would do a somewhat better job 1,550 18.72%
Not much difference between them 1,986 23.98%
Republicans would do a somewhat better job 686 8.28%
Republicans would do a much better job 939 11.34%
Better at handling environment
D Voters R Voters
Democrats would do a much better job 66.2% 5.5%
Democrats would do a somewhat better job 19.9% 16.7%
Not much difference between them 12.6% 31.3%
Republicans would do a somewhat better job 0.7% 19.0%
Republicans would do a much better job 0.7% 27.5%
Better at handling environment
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 66.24%
(64.22%, 68.20%) 		19.86%
(18.24%, 21.58%) 		12.56%
(11.08%, 14.20%) 		0.70%
(0.42%, 1.14%) 		0.66%
(0.38%, 1.10%)
R 5.54%
(4.40%, 6.94%) 		16.66%
(15.02%, 18.44%) 		31.32%
(29.46%, 33.24%) 		18.98%
(17.26%, 20.82%) 		27.52%
(25.62%, 29.50%)
Gender
D - Male 67.02%
(63.90%, 70.00%) 		20.02%
(17.30%, 23.06%) 		11.46%
(9.44%, 13.86%) 		0.74%
(0.36%, 1.50%) 		0.76%
(0.36%, 1.60%)
D - Female 65.66%
(62.88%, 68.34%) 		19.68%
(17.76%, 21.76%) 		13.42%
(11.50%, 15.58%) 		0.66%
(0.34%, 1.26%) 		0.56%
(0.28%, 1.18%)
R - Male 6.30%
(4.68%, 8.42%) 		18.48%
(16.10%, 21.12%) 		31.10%
(28.16%, 34.20%) 		18.40%
(16.08%, 20.96%) 		25.74%
(23.06%, 28.60%)
R - Female 4.66%
(3.32%, 6.50%) 		14.68%
(12.20%, 17.56%) 		31.72%
(28.74%, 34.86%) 		19.60%
(16.94%, 22.54%) 		29.36%
(26.66%, 32.22%)
Age and Gender
D - Male - 18 to 34 66.80%
(60.32%, 72.70%) 		16.22%
(11.50%, 22.38%) 		15.18%
(10.60%, 21.28%) 		0.96%
(0.22%, 3.90%) 		0.84%
(0.18%, 3.76%)
D - Male - 35 to 54 64.90%
(59.16%, 70.24%) 		22.18%
(17.24%, 28.08%) 		10.76%
(7.74%, 14.78%) 		1.14%
(0.48%, 2.72%) 		1.00%
(0.38%, 2.68%)
D - Male - 55+ 70.58%
(65.82%, 74.92%) 		20.12%
(16.60%, 24.14%) 		8.60%
(5.98%, 12.20%) 		0.22%
(0.04%, 1.02%) 		0.50%
(0.10%, 2.36%)
D - Female - 18 to 34 64.22%
(57.44%, 70.48%) 		19.22%
(14.74%, 24.66%) 		14.86%
(10.86%, 20.00%) 		1.12%
(0.30%, 4.04%) 		0.58%
(0.18%, 1.86%)
D - Female - 35 to 54 64.06%
(59.12%, 68.72%) 		21.16%
(17.64%, 25.20%) 		13.42%
(10.42%, 17.10%) 		0.56%
(0.24%, 1.30%) 		0.80%
(0.30%, 2.14%)
D - Female - 55+ 68.48%
(64.48%, 72.20%) 		18.74%
(15.92%, 21.92%) 		12.00%
(9.48%, 15.04%) 		0.38%
(0.14%, 1.02%) 		0.42%
(0.08%, 2.22%)
R - Male - 18 to 34 10.20%
(6.48%, 15.66%) 		20.02%
(14.38%, 27.14%) 		31.96%
(25.68%, 38.98%) 		12.98%
(8.24%, 19.82%) 		24.84%
(17.96%, 33.30%)
R - Male - 35 to 54 6.70%
(4.08%, 10.84%) 		20.24%
(16.50%, 24.56%) 		33.82%
(28.44%, 39.66%) 		13.56%
(10.76%, 16.96%) 		25.68%
(21.10%, 30.86%)
R - Male - 55+ 4.38%
(2.62%, 7.24%) 		16.52%
(13.24%, 20.44%) 		28.86%
(25.62%, 32.34%) 		23.84%
(20.30%, 27.78%) 		26.38%
(22.78%, 30.36%)
R - Female - 18 to 34 9.60%
(5.22%, 17.02%) 		17.70%
(12.84%, 23.90%) 		30.88%
(23.22%, 39.78%) 		16.88%
(11.04%, 24.96%) 		24.92%
(18.24%, 33.08%)
R - Female - 35 to 54 3.66%
(2.40%, 5.54%) 		18.00%
(13.48%, 23.66%) 		32.90%
(27.98%, 38.24%) 		17.02%
(12.96%, 22.02%) 		28.40%
(23.66%, 33.68%)
R - Female - 55+ 2.68%
(1.30%, 5.40%) 		11.38%
(8.78%, 14.62%) 		32.00%
(28.06%, 36.22%) 		21.90%
(18.50%, 25.72%) 		32.04%
(28.24%, 36.10%)
Race
D - White 73.16%
(70.50%, 75.68%) 		18.44%
(16.30%, 20.80%) 		7.28%
(5.94%, 8.90%) 		0.60%
(0.30%, 1.20%) 		0.52%
(0.26%, 1.04%)
D - Non-white 57.94%
(54.70%, 61.12%) 		21.42%
(18.94%, 24.12%) 		19.02%
(16.40%, 21.96%) 		0.78%
(0.38%, 1.66%) 		0.84%
(0.40%, 1.76%)
R - White 3.92%
(2.92%, 5.24%) 		15.96%
(14.18%, 17.92%) 		31.38%
(29.44%, 33.40%) 		19.66%
(17.78%, 21.70%) 		29.08%
(26.96%, 31.28%)
R - Non-white 12.64%
(8.74%, 17.96%) 		20.08%
(15.36%, 25.82%) 		31.32%
(26.46%, 36.64%) 		14.96%
(11.44%, 19.34%) 		21.00%
(16.46%, 26.38%)
Education
D - College Grad 72.34%
(69.48%, 75.00%) 		20.84%
(18.36%, 23.58%) 		6.26%
(4.96%, 7.88%) 		0.32%
(0.16%, 0.64%) 		0.24%
(0.06%, 0.86%)
D - Not college grad 61.16%
(58.40%, 63.84%) 		19.24%
(17.10%, 21.54%) 		17.82%
(15.48%, 20.42%) 		0.86%
(0.46%, 1.62%) 		0.94%
(0.50%, 1.70%)
R - College Grad 6.98%
(5.26%, 9.20%) 		22.18%
(18.94%, 25.78%) 		28.72%
(25.12%, 32.62%) 		19.50%
(16.60%, 22.76%) 		22.62%
(19.70%, 25.86%)
R - Not college grad 4.76%
(3.46%, 6.52%) 		14.32%
(12.52%, 16.34%) 		32.62%
(30.22%, 35.12%) 		18.92%
(16.66%, 21.44%) 		29.38%
(26.98%, 31.90%) 
anes %>% tabtemplate1(V201244, "Better at handling COVID-19")
Better at handling COVID-19
Count Pct
-Refused 19 0.24%
-Don’t know 4 0.04%
Democrats would do a much better job 2,715 32.80%
Democrats would do a somewhat better job 1,126 13.60%
Not much difference between them 2,334 28.18%
Republicans would do a somewhat better job 738 8.92%
Republicans would do a much better job 1,344 16.24%
Better at handling COVID-19
D Voters R Voters
Democrats would do a much better job 61.4% 2.1%
Democrats would do a somewhat better job 21.5% 3.3%
Not much difference between them 15.6% 35.2%
Republicans would do a somewhat better job 0.7% 20.1%
Republicans would do a much better job 0.7% 39.3%
Better at handling COVID-19
Democrats would do a much better job Democrats would do a somewhat better job Not much difference between them Republicans would do a somewhat better job Republicans would do a much better job
Vote Intent
D 61.42%
(59.32%, 63.48%) 		21.50%
(19.60%, 23.54%) 		15.62%
(14.06%, 17.32%) 		0.74%
(0.46%, 1.16%) 		0.72%
(0.42%, 1.26%)
R 2.08%
(1.42%, 3.08%) 		3.30%
(2.54%, 4.28%) 		35.18%
(33.00%, 37.44%) 		20.14%
(18.16%, 22.28%) 		39.28%
(37.12%, 41.48%)
Gender
D - Male 61.64%
(58.58%, 64.60%) 		21.82%
(18.94%, 25.02%) 		14.90%
(12.74%, 17.32%) 		0.86%
(0.44%, 1.66%) 		0.78%
(0.36%, 1.70%)
D - Female 61.38%
(58.52%, 64.16%) 		21.12%
(18.92%, 23.52%) 		16.18%
(14.08%, 18.54%) 		0.64%
(0.36%, 1.14%) 		0.68%
(0.30%, 1.50%)
R - Male 2.38%
(1.44%, 3.92%) 		4.16%
(2.92%, 5.88%) 		36.08%
(33.00%, 39.26%) 		19.50%
(17.02%, 22.24%) 		37.90%
(34.96%, 40.94%)
R - Female 1.72%
(0.98%, 3.04%) 		2.38%
(1.58%, 3.62%) 		34.34%
(31.28%, 37.54%) 		21.02%
(18.20%, 24.12%) 		40.54%
(37.16%, 44.00%)
Age and Gender
D - Male - 18 to 34 59.10%
(51.82%, 65.98%) 		20.30%
(15.02%, 26.86%) 		18.56%
(13.68%, 24.68%) 		1.20%
(0.40%, 3.62%) 		0.84%
(0.18%, 3.76%)
D - Male - 35 to 54 56.32%
(50.82%, 61.66%) 		26.02%
(20.98%, 31.78%) 		15.56%
(12.00%, 19.96%) 		1.02%
(0.34%, 2.98%) 		1.08%
(0.48%, 2.42%)
D - Male - 55+ 69.12%
(64.72%, 73.20%) 		18.36%
(15.24%, 21.98%) 		11.52%
(8.76%, 15.02%) 		0.50%
(0.16%, 1.50%) 		0.50%
(0.10%, 2.38%)
D - Female - 18 to 34 57.60%
(51.48%, 63.50%) 		24.80%
(20.04%, 30.26%) 		15.54%
(12.06%, 19.78%) 		1.42%
(0.58%, 3.50%) 		0.62%
(0.16%, 2.38%)
D - Female - 35 to 54 59.10%
(54.48%, 63.54%) 		21.74%
(18.24%, 25.68%) 		18.06%
(14.80%, 21.88%) 		0.54%
(0.22%, 1.32%) 		0.58%
(0.16%, 2.08%)
D - Female - 55+ 66.48%
(62.48%, 70.26%) 		17.40%
(14.58%, 20.64%) 		15.06%
(11.96%, 18.80%) 		0.22%
(0.08%, 0.74%) 		0.84%
(0.22%, 3.00%)
R - Male - 18 to 34 4.66%
(1.98%, 10.58%) 		4.82%
(2.04%, 11.02%) 		37.52%
(30.38%, 45.28%) 		15.48%
(10.86%, 21.56%) 		37.52%
(30.38%, 45.24%)
R - Male - 35 to 54 2.26%
(0.94%, 5.34%) 		3.12%
(1.88%, 5.12%) 		39.24%
(33.56%, 45.24%) 		20.10%
(15.84%, 25.16%) 		35.28%
(29.82%, 41.16%)
R - Male - 55+ 1.52%
(0.66%, 3.50%) 		4.14%
(2.42%, 7.02%) 		33.42%
(29.28%, 37.82%) 		21.62%
(17.90%, 25.88%) 		39.30%
(34.90%, 43.88%)
R - Female - 18 to 34 5.04%
(2.00%, 12.20%) 		3.40%
(1.52%, 7.44%) 		39.36%
(31.26%, 48.08%) 		17.34%
(12.22%, 24.02%) 		34.86%
(27.10%, 43.52%)
R - Female - 35 to 54 1.68%
(0.82%, 3.44%) 		3.08%
(1.58%, 5.88%) 		37.08%
(32.36%, 42.06%) 		18.10%
(13.70%, 23.50%) 		40.08%
(34.88%, 45.50%)
R - Female - 55+ 0.64%
(0.24%, 1.74%) 		1.62%
(0.72%, 3.60%) 		29.84%
(25.84%, 34.16%) 		24.62%
(20.68%, 29.04%) 		43.28%
(38.82%, 47.84%)
Race
D - White 63.92%
(61.08%, 66.66%) 		21.64%
(19.28%, 24.22%) 		13.04%
(11.40%, 14.88%) 		0.96%
(0.56%, 1.68%) 		0.42%
(0.20%, 0.88%)
D - Non-white 58.56%
(55.18%, 61.86%) 		21.10%
(18.36%, 24.12%) 		18.78%
(16.06%, 21.84%) 		0.46%
(0.22%, 0.98%) 		1.10%
(0.52%, 2.30%)
R - White 1.28%
(0.82%, 2.02%) 		2.94%
(2.12%, 4.06%) 		33.70%
(31.46%, 36.04%) 		21.18%
(19.06%, 23.48%) 		40.88%
(38.46%, 43.34%)
R - Non-white 5.74%
(3.20%, 10.06%) 		4.94%
(3.00%, 8.02%) 		41.74%
(35.78%, 47.94%) 		15.40%
(11.56%, 20.24%) 		32.18%
(26.88%, 37.98%)
Education
D - College Grad 64.96%
(61.98%, 67.82%) 		22.20%
(19.84%, 24.74%) 		12.08%
(10.22%, 14.22%) 		0.38%
(0.16%, 0.86%) 		0.40%
(0.16%, 0.96%)
D - Not college grad 58.54%
(55.54%, 61.48%) 		20.78%
(18.22%, 23.60%) 		18.62%
(16.26%, 21.24%) 		1.04%
(0.62%, 1.76%) 		1.00%
(0.52%, 1.90%)
R - College Grad 0.88%
(0.42%, 1.80%) 		3.60%
(2.28%, 5.66%) 		37.70%
(34.12%, 41.44%) 		22.16%
(19.08%, 25.56%) 		35.66%
(32.26%, 39.22%)
R - Not college grad 2.66%
(1.72%, 4.10%) 		3.02%
(2.12%, 4.24%) 		34.32%
(31.72%, 37.02%) 		19.42%
(16.96%, 22.12%) 		40.58%
(37.98%, 43.26%)

Federal budget spending

anes %>% tabtemplate1(V201302x, "Spending: Social Security")
Spending: Social Security
Count Pct
-DK/RF in V201300 or V201301 39 0.48%
Increased a lot 2,909 35.12%
Increased a little 1,687 20.36%
Kept the same 3,285 39.68%
Decreased a little 155 1.88%
Decreasaed a lot 205 2.48%
Spending: Social Security
D Voters R Voters
Increased a lot 39.7% 30.5%
Increased a little 22.9% 17.6%
Kept the same 35.1% 46.0%
Decreased a little 1.3% 2.2%
Decreasaed a lot 1.1% 3.6%
Spending: Social Security
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 39.66%
(37.52%, 41.84%) 		22.88%
(21.16%, 24.70%) 		35.06%
(32.84%, 37.34%) 		1.28%
(0.86%, 1.88%) 		1.12%
(0.74%, 1.72%)
R 30.54%
(28.66%, 32.50%) 		17.60%
(15.90%, 19.42%) 		46.02%
(43.72%, 48.32%) 		2.20%
(1.66%, 2.90%) 		3.64%
(2.80%, 4.72%)
Gender
D - Male 38.48%
(35.22%, 41.86%) 		22.92%
(20.42%, 25.60%) 		36.34%
(33.02%, 39.80%) 		1.02%
(0.56%, 1.80%) 		1.24%
(0.70%, 2.16%)
D - Female 40.56%
(37.88%, 43.30%) 		22.94%
(20.68%, 25.34%) 		33.96%
(31.32%, 36.70%) 		1.50%
(0.94%, 2.40%) 		1.04%
(0.56%, 1.92%)
R - Male 29.72%
(27.04%, 32.54%) 		16.54%
(14.16%, 19.24%) 		46.30%
(43.02%, 49.60%) 		2.98%
(2.14%, 4.16%) 		4.48%
(3.24%, 6.14%)
R - Female 31.30%
(28.54%, 34.20%) 		18.72%
(16.60%, 21.06%) 		45.82%
(42.88%, 48.80%) 		1.36%
(0.84%, 2.26%) 		2.78%
(1.90%, 4.04%)
Age and Gender
D - Male - 18 to 34 34.94%
(28.00%, 42.58%) 		24.02%
(19.06%, 29.80%) 		35.66%
(29.66%, 42.16%) 		2.58%
(1.22%, 5.36%) 		2.78%
(1.22%, 6.24%)
D - Male - 35 to 54 38.74%
(33.48%, 44.30%) 		20.38%
(16.34%, 25.12%) 		39.20%
(34.04%, 44.62%) 		0.36%
(0.08%, 1.42%) 		1.32%
(0.66%, 2.62%)
D - Male - 55+ 40.58%
(35.70%, 45.64%) 		24.34%
(20.40%, 28.76%) 		34.84%
(29.62%, 40.42%) 		0.26%
(0.08%, 0.92%) 		NA
D - Female - 18 to 34 33.10%
(27.66%, 39.02%) 		23.02%
(18.40%, 28.38%) 		38.44%
(32.34%, 44.92%) 		2.92%
(1.54%, 5.46%) 		2.52%
(1.06%, 5.86%)
D - Female - 35 to 54 40.36%
(35.62%, 45.30%) 		20.74%
(17.22%, 24.74%) 		37.24%
(32.68%, 42.04%) 		0.80%
(0.34%, 1.88%) 		0.86%
(0.30%, 2.48%)
D - Female - 55+ 45.96%
(41.60%, 50.38%) 		24.16%
(20.68%, 28.00%) 		28.42%
(24.92%, 32.20%) 		1.20%
(0.44%, 3.24%) 		0.26%
(0.10%, 0.74%)
R - Male - 18 to 34 22.54%
(16.44%, 30.06%) 		14.74%
(9.68%, 21.84%) 		43.04%
(35.14%, 51.28%) 		6.44%
(3.76%, 10.78%) 		13.26%
(8.72%, 19.64%)
R - Male - 35 to 54 26.76%
(22.02%, 32.10%) 		16.92%
(12.82%, 22.02%) 		49.34%
(43.70%, 54.98%) 		3.18%
(1.84%, 5.44%) 		3.80%
(2.12%, 6.72%)
R - Male - 55+ 35.38%
(30.96%, 40.06%) 		17.50%
(14.30%, 21.22%) 		45.02%
(40.58%, 49.52%) 		1.38%
(0.78%, 2.46%) 		0.72%
(0.34%, 1.58%)
R - Female - 18 to 34 22.80%
(17.08%, 29.72%) 		14.50%
(10.00%, 20.58%) 		54.80%
(46.52%, 62.80%) 		3.00%
(1.40%, 6.26%) 		4.90%
(2.12%, 10.92%)
R - Female - 35 to 54 29.54%
(24.58%, 35.04%) 		22.70%
(18.20%, 27.92%) 		43.72%
(38.02%, 49.58%) 		1.44%
(0.58%, 3.48%) 		2.62%
(1.30%, 5.18%)
R - Female - 55+ 37.24%
(33.34%, 41.30%) 		17.76%
(14.88%, 21.04%) 		43.48%
(39.54%, 47.50%) 		0.32%
(0.12%, 0.84%) 		1.22%
(0.60%, 2.48%)
Race
D - White 32.84%
(30.60%, 35.16%) 		24.88%
(22.66%, 27.26%) 		40.12%
(37.40%, 42.90%) 		1.24%
(0.74%, 2.10%) 		0.92%
(0.54%, 1.54%)
D - Non-white 47.84%
(44.14%, 51.56%) 		20.48%
(17.50%, 23.82%) 		28.94%
(25.52%, 32.58%) 		1.34%
(0.74%, 2.40%) 		1.42%
(0.74%, 2.66%)
R - White 29.74%
(27.66%, 31.90%) 		18.00%
(16.16%, 20.00%) 		46.82%
(44.36%, 49.32%) 		2.40%
(1.80%, 3.20%) 		3.04%
(2.20%, 4.18%)
R - Non-white 34.24%
(28.72%, 40.22%) 		15.92%
(12.04%, 20.74%) 		42.44%
(36.34%, 48.78%) 		0.92%
(0.30%, 2.70%) 		6.48%
(4.08%, 10.18%)
Education
D - College Grad 28.58%
(26.28%, 31.00%) 		23.42%
(21.06%, 25.92%) 		45.50%
(42.34%, 48.70%) 		1.44%
(0.88%, 2.32%) 		1.06%
(0.64%, 1.80%)
D - Not college grad 48.68%
(45.44%, 51.92%) 		22.44%
(19.90%, 25.20%) 		26.66%
(23.82%, 29.70%) 		1.02%
(0.58%, 1.80%) 		1.20%
(0.64%, 2.26%)
R - College Grad 17.42%
(15.34%, 19.68%) 		15.48%
(13.02%, 18.30%) 		59.98%
(56.18%, 63.64%) 		3.20%
(2.18%, 4.68%) 		3.94%
(2.66%, 5.80%)
R - Not college grad 36.08%
(33.60%, 38.62%) 		18.52%
(16.28%, 20.98%) 		40.30%
(37.52%, 43.12%) 		1.64%
(1.10%, 2.40%) 		3.48%
(2.44%, 4.94%) 
anes %>% tabtemplate1(V201305x, "Spending: Public schools")
Spending: Public schools
Count Pct
-DK/RF in V201303 or V201304 21 0.26%
Increased a lot 4,451 53.76%
Increased a little 1,187 14.34%
Kept the same 2,119 25.60%
Decreased a little 203 2.46%
Decreasaed a lot 299 3.62%
Spending: Public schools
D Voters R Voters
Increased a lot 70.0% 33.8%
Increased a little 13.2% 16.1%
Kept the same 15.2% 38.1%
Decreased a little 0.8% 4.6%
Decreasaed a lot 0.9% 7.3%
Spending: Public schools
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 70.00%
(67.80%, 72.12%) 		13.22%
(11.86%, 14.70%) 		15.16%
(13.58%, 16.90%) 		0.76%
(0.42%, 1.36%) 		0.86%
(0.54%, 1.38%)
R 33.84%
(31.62%, 36.14%) 		16.12%
(14.52%, 17.84%) 		38.08%
(35.88%, 40.34%) 		4.64%
(3.86%, 5.56%) 		7.32%
(6.32%, 8.46%)
Gender
D - Male 67.32%
(63.84%, 70.60%) 		14.56%
(12.36%, 17.08%) 		16.50%
(14.16%, 19.16%) 		0.66%
(0.32%, 1.32%) 		0.96%
(0.52%, 1.76%)
D - Female 72.20%
(69.56%, 74.70%) 		12.14%
(10.42%, 14.08%) 		14.06%
(12.18%, 16.18%) 		0.84%
(0.36%, 1.96%) 		0.76%
(0.34%, 1.62%)
R - Male 29.68%
(26.86%, 32.68%) 		16.34%
(14.16%, 18.80%) 		39.56%
(36.28%, 42.94%) 		5.32%
(4.10%, 6.88%) 		9.08%
(7.52%, 10.94%)
R - Female 38.38%
(35.10%, 41.78%) 		15.92%
(13.56%, 18.60%) 		36.60%
(33.40%, 39.92%) 		3.80%
(2.76%, 5.18%) 		5.32%
(4.10%, 6.86%)
Age and Gender
D - Male - 18 to 34 73.92%
(66.88%, 79.90%) 		12.08%
(8.52%, 16.84%) 		11.60%
(7.70%, 17.12%) 		1.06%
(0.32%, 3.48%) 		1.36%
(0.48%, 3.84%)
D - Male - 35 to 54 68.78%
(63.46%, 73.64%) 		12.38%
(8.86%, 17.04%) 		17.20%
(13.02%, 22.36%) 		0.88%
(0.34%, 2.26%) 		0.76%
(0.28%, 2.12%)
D - Male - 55+ 60.70%
(55.78%, 65.40%) 		18.36%
(14.78%, 22.56%) 		20.06%
(16.50%, 24.16%) 		0.16%
(0.04%, 0.70%) 		0.72%
(0.22%, 2.44%)
D - Female - 18 to 34 75.52%
(69.48%, 80.68%) 		10.52%
(7.22%, 15.08%) 		11.62%
(8.04%, 16.48%) 		1.82%
(0.50%, 6.34%) 		0.52%
(0.16%, 1.86%)
D - Female - 35 to 54 75.78%
(71.76%, 79.38%) 		11.02%
(8.56%, 14.12%) 		11.66%
(8.96%, 15.04%) 		0.70%
(0.16%, 3.12%) 		0.82%
(0.26%, 2.50%)
D - Female - 55+ 67.70%
(63.58%, 71.58%) 		13.70%
(10.88%, 17.14%) 		17.34%
(14.42%, 20.68%) 		0.36%
(0.14%, 0.92%) 		0.88%
(0.24%, 3.16%)
R - Male - 18 to 34 32.74%
(26.04%, 40.24%) 		18.68%
(13.56%, 25.18%) 		38.42%
(30.84%, 46.62%) 		4.40%
(2.28%, 8.34%) 		5.74%
(2.76%, 11.60%)
R - Male - 35 to 54 35.24%
(29.88%, 40.98%) 		15.34%
(11.92%, 19.50%) 		35.62%
(30.38%, 41.24%) 		5.18%
(3.26%, 8.14%) 		8.62%
(6.32%, 11.66%)
R - Male - 55+ 25.12%
(21.14%, 29.60%) 		15.68%
(12.66%, 19.26%) 		42.46%
(38.00%, 47.06%) 		5.86%
(3.96%, 8.64%) 		10.86%
(8.50%, 13.78%)
R - Female - 18 to 34 42.24%
(34.34%, 50.56%) 		20.92%
(14.78%, 28.74%) 		31.34%
(23.94%, 39.84%) 		2.60%
(0.68%, 9.42%) 		2.90%
(0.96%, 8.32%)
R - Female - 35 to 54 45.22%
(39.32%, 51.28%) 		14.66%
(11.12%, 19.08%) 		30.14%
(25.56%, 35.14%) 		3.50%
(1.98%, 6.14%) 		6.48%
(4.08%, 10.14%)
R - Female - 55+ 31.66%
(27.32%, 36.32%) 		15.92%
(12.78%, 19.64%) 		42.82%
(37.88%, 47.94%) 		4.18%
(2.80%, 6.16%) 		5.42%
(3.68%, 7.92%)
Race
D - White 67.06%
(64.56%, 69.48%) 		15.48%
(13.84%, 17.28%) 		16.44%
(14.36%, 18.76%) 		0.52%
(0.28%, 0.96%) 		0.50%
(0.18%, 1.46%)
D - Non-white 73.84%
(70.14%, 77.22%) 		10.16%
(8.08%, 12.70%) 		13.66%
(11.48%, 16.20%) 		1.08%
(0.46%, 2.50%) 		1.28%
(0.76%, 2.12%)
R - White 32.18%
(29.62%, 34.86%) 		16.20%
(14.42%, 18.14%) 		39.64%
(37.30%, 42.04%) 		4.64%
(3.84%, 5.60%) 		7.32%
(6.24%, 8.58%)
R - Non-white 42.38%
(36.66%, 48.30%) 		16.10%
(12.16%, 21.04%) 		30.90%
(25.76%, 36.58%) 		3.80%
(1.80%, 7.84%) 		6.80%
(4.42%, 10.38%)
Education
D - College Grad 68.46%
(65.50%, 71.26%) 		15.36%
(13.28%, 17.70%) 		14.46%
(12.46%, 16.72%) 		0.68%
(0.38%, 1.22%) 		1.04%
(0.52%, 2.08%)
D - Not college grad 70.94%
(67.84%, 73.86%) 		11.54%
(9.76%, 13.60%) 		15.92%
(13.86%, 18.26%) 		0.84%
(0.38%, 1.84%) 		0.74%
(0.38%, 1.42%)
R - College Grad 27.68%
(24.36%, 31.24%) 		17.12%
(14.42%, 20.22%) 		39.50%
(35.80%, 43.32%) 		5.82%
(4.18%, 8.02%) 		9.90%
(8.02%, 12.16%)
R - Not college grad 36.46%
(33.84%, 39.16%) 		15.70%
(13.74%, 17.86%) 		37.68%
(34.80%, 40.62%) 		4.22%
(3.32%, 5.36%) 		5.96%
(4.82%, 7.32%) 
anes %>% tabtemplate1(V201308x, "Spending: Tightening border security")
Spending: Tightening border security
Count Pct
-DK/RF in V201306 or V201307 43 0.52%
Increased a lot 2,468 29.80%
Increased a little 1,037 12.52%
Kept the same 2,821 34.08%
Decreased a little 836 10.10%
Decreasaed a lot 1,075 12.98%
Spending: Tightening border security
D Voters R Voters
Increased a lot 10.7% 58.2%
Increased a little 8.3% 17.7%
Kept the same 41.8% 20.4%
Decreased a little 17.0% 2.1%
Decreasaed a lot 22.2% 1.6%
Spending: Tightening border security
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 10.72%
(9.50%, 12.06%) 		8.26%
(7.16%, 9.50%) 		41.82%
(39.98%, 43.70%) 		16.98%
(15.60%, 18.48%) 		22.22%
(20.60%, 23.94%)
R 58.20%
(56.08%, 60.30%) 		17.72%
(16.10%, 19.46%) 		20.40%
(18.68%, 22.22%) 		2.08%
(1.44%, 3.04%) 		1.58%
(1.02%, 2.48%)
Gender
D - Male 10.22%
(8.28%, 12.56%) 		8.26%
(6.52%, 10.38%) 		42.42%
(39.62%, 45.28%) 		17.36%
(15.16%, 19.80%) 		21.74%
(19.36%, 24.34%)
D - Female 11.16%
(9.60%, 12.94%) 		8.20%
(6.92%, 9.70%) 		41.34%
(38.64%, 44.08%) 		16.76%
(14.80%, 18.92%) 		22.54%
(20.46%, 24.76%)
R - Male 59.58%
(56.60%, 62.48%) 		17.92%
(15.72%, 20.36%) 		19.16%
(16.78%, 21.80%) 		1.82%
(0.98%, 3.34%) 		1.52%
(0.78%, 2.94%)
R - Female 56.70%
(53.18%, 60.16%) 		17.44%
(15.20%, 19.90%) 		21.80%
(18.88%, 25.04%) 		2.40%
(1.54%, 3.74%) 		1.66%
(0.96%, 2.90%)
Age and Gender
D - Male - 18 to 34 7.66%
(4.60%, 12.50%) 		6.36%
(3.28%, 12.00%) 		34.82%
(28.72%, 41.48%) 		17.84%
(13.04%, 23.94%) 		33.30%
(27.62%, 39.50%)
D - Male - 35 to 54 11.68%
(8.50%, 15.84%) 		7.08%
(4.78%, 10.36%) 		46.48%
(40.92%, 52.14%) 		15.28%
(12.00%, 19.24%) 		19.48%
(15.64%, 23.98%)
D - Male - 55+ 11.00%
(7.96%, 14.98%) 		10.44%
(7.72%, 13.96%) 		44.46%
(39.54%, 49.50%) 		19.08%
(15.38%, 23.38%) 		15.04%
(11.66%, 19.18%)
D - Female - 18 to 34 8.92%
(5.56%, 14.00%) 		4.60%
(2.66%, 7.86%) 		30.20%
(25.34%, 35.56%) 		20.56%
(16.44%, 25.40%) 		35.72%
(30.36%, 41.44%)
D - Female - 35 to 54 10.78%
(7.84%, 14.66%) 		8.74%
(6.44%, 11.74%) 		45.48%
(40.40%, 50.66%) 		15.72%
(12.76%, 19.22%) 		19.28%
(15.72%, 23.42%)
D - Female - 55+ 13.40%
(10.44%, 17.02%) 		9.82%
(7.76%, 12.34%) 		45.26%
(41.16%, 49.40%) 		15.14%
(12.20%, 18.64%) 		16.40%
(13.38%, 19.94%)
R - Male - 18 to 34 44.60%
(37.58%, 51.84%) 		20.02%
(14.26%, 27.38%) 		29.12%
(22.46%, 36.82%) 		2.02%
(0.86%, 4.72%) 		4.24%
(1.70%, 10.12%)
R - Male - 35 to 54 59.76%
(54.52%, 64.78%) 		19.36%
(15.62%, 23.74%) 		18.02%
(13.94%, 22.98%) 		1.96%
(0.68%, 5.52%) 		0.90%
(0.22%, 3.56%)
R - Male - 55+ 66.80%
(62.56%, 70.78%) 		15.36%
(12.22%, 19.12%) 		15.68%
(13.02%, 18.76%) 		1.74%
(0.58%, 5.12%) 		0.44%
(0.18%, 1.08%)
R - Female - 18 to 34 40.94%
(33.06%, 49.34%) 		14.80%
(10.94%, 19.72%) 		34.18%
(26.78%, 42.44%) 		4.34%
(2.20%, 8.42%) 		5.74%
(2.92%, 11.00%)
R - Female - 35 to 54 53.44%
(47.30%, 59.48%) 		18.90%
(15.10%, 23.36%) 		22.36%
(17.60%, 27.98%) 		3.98%
(2.26%, 6.90%) 		1.32%
(0.32%, 5.16%)
R - Female - 55+ 66.28%
(61.46%, 70.78%) 		16.44%
(13.12%, 20.38%) 		16.80%
(13.28%, 21.04%) 		NA 0.48%
(0.16%, 1.46%)
Race
D - White 6.84%
(5.52%, 8.44%) 		6.58%
(5.54%, 7.80%) 		41.40%
(38.96%, 43.90%) 		19.78%
(17.88%, 21.82%) 		25.40%
(23.10%, 27.84%)
D - Non-white 15.50%
(12.94%, 18.44%) 		10.42%
(8.32%, 12.96%) 		42.20%
(38.84%, 45.62%) 		13.54%
(11.40%, 16.02%) 		18.36%
(15.98%, 20.98%)
R - White 60.72%
(58.18%, 63.20%) 		17.96%
(16.32%, 19.74%) 		19.06%
(17.22%, 21.02%) 		1.66%
(1.04%, 2.66%) 		0.60%
(0.34%, 1.06%)
R - Non-white 46.92%
(41.48%, 52.40%) 		16.36%
(12.48%, 21.14%) 		27.24%
(21.66%, 33.64%) 		3.44%
(1.80%, 6.46%) 		6.04%
(3.38%, 10.56%)
Education
D - College Grad 6.08%
(4.70%, 7.82%) 		7.02%
(5.70%, 8.62%) 		41.80%
(38.90%, 44.74%) 		18.52%
(16.52%, 20.70%) 		26.60%
(23.98%, 29.40%)
D - Not college grad 14.64%
(12.62%, 16.90%) 		9.26%
(7.68%, 11.14%) 		41.52%
(38.82%, 44.24%) 		15.82%
(13.86%, 18.00%) 		18.76%
(16.60%, 21.14%)
R - College Grad 52.48%
(48.90%, 56.06%) 		22.34%
(19.12%, 25.94%) 		21.82%
(19.02%, 24.92%) 		2.92%
(1.48%, 5.68%) 		0.44%
(0.18%, 1.02%)
R - Not college grad 60.60%
(57.88%, 63.24%) 		15.86%
(14.16%, 17.72%) 		19.68%
(17.42%, 22.14%) 		1.74%
(1.14%, 2.66%) 		2.12%
(1.32%, 3.40%) 
anes %>% tabtemplate1(V201311x, "Spending: Dealing with crime")
Spending: Dealing with crime
Count Pct
-DK/RF in V201309 or V201310 41 0.50%
Increased a lot 3,033 36.64%
Increased a little 1,457 17.60%
Kept the same 2,801 33.82%
Decreased a little 507 6.12%
Decreasaed a lot 441 5.32%
Spending: Dealing with crime
D Voters R Voters
Increased a lot 27.4% 49.9%
Increased a little 16.8% 19.9%
Kept the same 38.0% 27.1%
Decreased a little 9.5% 1.8%
Decreasaed a lot 8.2% 1.3%
Spending: Dealing with crime
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 27.38%
(25.50%, 29.32%) 		16.84%
(15.36%, 18.40%) 		38.04%
(36.22%, 39.90%) 		9.52%
(8.30%, 10.90%) 		8.24%
(7.26%, 9.32%)
R 49.92%
(47.78%, 52.06%) 		19.88%
(18.26%, 21.60%) 		27.10%
(25.12%, 29.16%) 		1.76%
(1.20%, 2.60%) 		1.34%
(0.96%, 1.90%)
Gender
D - Male 24.12%
(21.44%, 27.04%) 		17.04%
(14.80%, 19.54%) 		39.56%
(36.70%, 42.50%) 		10.44%
(8.66%, 12.54%) 		8.82%
(7.20%, 10.78%)
D - Female 30.10%
(27.52%, 32.82%) 		16.60%
(14.86%, 18.50%) 		36.86%
(34.04%, 39.76%) 		8.68%
(7.24%, 10.36%) 		7.76%
(6.60%, 9.12%)
R - Male 50.44%
(47.64%, 53.22%) 		19.82%
(17.64%, 22.20%) 		25.64%
(22.96%, 28.50%) 		2.24%
(1.32%, 3.80%) 		1.86%
(1.22%, 2.86%)
R - Female 49.30%
(46.12%, 52.48%) 		20.04%
(17.62%, 22.70%) 		28.68%
(25.56%, 32.00%) 		1.18%
(0.68%, 2.06%) 		0.80%
(0.44%, 1.48%)
Age and Gender
D - Male - 18 to 34 17.32%
(12.30%, 23.82%) 		17.36%
(12.56%, 23.52%) 		34.46%
(28.30%, 41.20%) 		14.74%
(10.52%, 20.30%) 		16.12%
(11.94%, 21.38%)
D - Male - 35 to 54 24.98%
(20.66%, 29.88%) 		16.82%
(13.16%, 21.24%) 		38.80%
(34.28%, 43.52%) 		11.32%
(8.54%, 14.84%) 		8.08%
(5.58%, 11.58%)
D - Male - 55+ 29.12%
(24.28%, 34.48%) 		16.72%
(13.78%, 20.14%) 		44.06%
(39.14%, 49.10%) 		6.30%
(4.10%, 9.60%) 		3.78%
(2.36%, 6.06%)
D - Female - 18 to 34 22.14%
(17.44%, 27.70%) 		15.34%
(11.28%, 20.54%) 		33.16%
(28.32%, 38.40%) 		13.96%
(10.80%, 17.84%) 		15.38%
(12.02%, 19.50%)
D - Female - 35 to 54 32.30%
(28.04%, 36.88%) 		15.26%
(12.32%, 18.76%) 		35.22%
(30.84%, 39.88%) 		9.72%
(7.18%, 13.02%) 		7.48%
(5.30%, 10.46%)
D - Female - 55+ 34.28%
(30.00%, 38.82%) 		18.12%
(15.42%, 21.16%) 		39.74%
(35.78%, 43.84%) 		4.78%
(3.22%, 7.04%) 		3.08%
(2.12%, 4.48%)
R - Male - 18 to 34 46.08%
(39.08%, 53.22%) 		19.68%
(13.96%, 26.98%) 		25.98%
(20.30%, 32.60%) 		6.10%
(2.76%, 13.02%) 		2.16%
(0.94%, 4.92%)
R - Male - 35 to 54 46.74%
(41.44%, 52.12%) 		19.70%
(16.08%, 23.88%) 		29.74%
(24.02%, 36.16%) 		1.76%
(0.70%, 4.34%) 		2.08%
(1.04%, 4.12%)
R - Male - 55+ 54.98%
(50.78%, 59.12%) 		20.20%
(16.96%, 23.92%) 		22.96%
(19.64%, 26.66%) 		0.86%
(0.44%, 1.68%) 		1.00%
(0.50%, 2.02%)
R - Female - 18 to 34 39.08%
(32.22%, 46.40%) 		19.66%
(14.58%, 26.00%) 		38.60%
(31.12%, 46.68%) 		1.66%
(0.78%, 3.48%) 		1.00%
(0.26%, 3.70%)
R - Female - 35 to 54 44.44%
(38.62%, 50.42%) 		22.00%
(17.60%, 27.16%) 		31.34%
(25.80%, 37.48%) 		1.46%
(0.54%, 3.86%) 		0.76%
(0.26%, 2.14%)
R - Female - 55+ 57.12%
(52.44%, 61.70%) 		18.58%
(15.18%, 22.56%) 		23.04%
(19.36%, 27.20%) 		0.92%
(0.34%, 2.40%) 		0.32%
(0.08%, 1.34%)
Race
D - White 16.48%
(14.42%, 18.76%) 		17.98%
(15.98%, 20.16%) 		44.16%
(41.64%, 46.72%) 		12.34%
(10.52%, 14.42%) 		9.04%
(7.64%, 10.68%)
D - Non-white 40.60%
(37.36%, 43.92%) 		15.58%
(13.22%, 18.28%) 		30.40%
(27.58%, 33.40%) 		6.24%
(4.88%, 7.94%) 		7.18%
(5.78%, 8.88%)
R - White 49.98%
(47.60%, 52.38%) 		20.32%
(18.58%, 22.18%) 		27.24%
(25.14%, 29.44%) 		1.38%
(0.86%, 2.22%) 		1.08%
(0.72%, 1.62%)
R - Non-white 49.38%
(43.46%, 55.30%) 		18.26%
(14.34%, 23.00%) 		26.18%
(21.32%, 31.70%) 		3.56%
(1.76%, 7.06%) 		2.62%
(1.36%, 4.96%)
Education
D - College Grad 16.88%
(14.92%, 19.06%) 		16.34%
(14.14%, 18.80%) 		43.80%
(40.96%, 46.68%) 		12.80%
(10.98%, 14.86%) 		10.18%
(8.76%, 11.78%)
D - Not college grad 35.86%
(33.02%, 38.80%) 		17.10%
(15.10%, 19.30%) 		33.32%
(30.90%, 35.84%) 		7.12%
(5.76%, 8.74%) 		6.62%
(5.32%, 8.18%)
R - College Grad 44.74%
(41.08%, 48.46%) 		23.76%
(20.76%, 27.06%) 		28.24%
(24.96%, 31.80%) 		1.30%
(0.56%, 3.06%) 		1.94%
(1.18%, 3.20%)
R - Not college grad 52.22%
(49.28%, 55.12%) 		17.98%
(16.00%, 20.14%) 		26.86%
(24.46%, 29.40%) 		1.84%
(1.16%, 2.86%) 		1.12%
(0.68%, 1.84%) 
anes %>% tabtemplate1(V201314x, "Spending: Welfare programs")
Spending: Welfare programs
Count Pct
-DK/RF in V201312 or V201313 53 0.64%
Increased a lot 1,348 16.28%
Increased a little 1,051 12.70%
Kept the same 3,512 42.42%
Decreased a little 1,001 12.08%
Decreasaed a lot 1,315 15.88%
Spending: Welfare programs
D Voters R Voters
Increased a lot 25.7% 4.3%
Increased a little 19.4% 4.5%
Kept the same 44.6% 39.8%
Decreased a little 6.1% 20.1%
Decreasaed a lot 4.2% 31.4%
Spending: Welfare programs
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 25.66%
(23.72%, 27.72%) 		19.42%
(17.88%, 21.06%) 		44.64%
(42.50%, 46.78%) 		6.12%
(5.16%, 7.26%) 		4.16%
(3.38%, 5.08%)
R 4.32%
(3.44%, 5.40%) 		4.48%
(3.58%, 5.60%) 		39.78%
(37.60%, 41.98%) 		20.08%
(18.24%, 22.04%) 		31.36%
(29.16%, 33.62%)
Gender
D - Male 24.88%
(21.74%, 28.30%) 		20.58%
(17.96%, 23.48%) 		43.66%
(40.66%, 46.68%) 		6.34%
(4.88%, 8.20%) 		4.54%
(3.38%, 6.06%)
D - Female 26.26%
(23.80%, 28.88%) 		18.44%
(16.44%, 20.62%) 		45.42%
(42.44%, 48.44%) 		6.00%
(4.66%, 7.68%) 		3.86%
(2.98%, 5.00%)
R - Male 4.44%
(3.26%, 6.02%) 		4.12%
(2.96%, 5.72%) 		37.66%
(34.44%, 41.02%) 		21.04%
(18.46%, 23.88%) 		32.74%
(29.72%, 35.90%)
R - Female 4.08%
(3.02%, 5.46%) 		4.90%
(3.68%, 6.50%) 		42.08%
(38.98%, 45.24%) 		19.14%
(16.96%, 21.54%) 		29.80%
(26.82%, 32.96%)
Age and Gender
D - Male - 18 to 34 30.90%
(24.88%, 37.66%) 		20.96%
(15.98%, 26.96%) 		38.50%
(32.68%, 44.66%) 		6.22%
(3.52%, 10.74%) 		3.44%
(1.74%, 6.62%)
D - Male - 35 to 54 24.98%
(20.18%, 30.48%) 		18.40%
(14.30%, 23.36%) 		42.30%
(37.20%, 47.54%) 		8.12%
(5.60%, 11.68%) 		6.20%
(3.86%, 9.78%)
D - Male - 55+ 20.26%
(16.08%, 25.18%) 		21.98%
(17.92%, 26.64%) 		49.30%
(43.96%, 54.66%) 		4.82%
(3.26%, 7.06%) 		3.64%
(2.36%, 5.62%)
D - Female - 18 to 34 36.00%
(30.28%, 42.14%) 		24.48%
(19.52%, 30.26%) 		30.92%
(25.26%, 37.22%) 		5.62%
(3.28%, 9.48%) 		2.98%
(1.52%, 5.70%)
D - Female - 35 to 54 27.00%
(23.10%, 31.30%) 		14.68%
(11.92%, 17.94%) 		47.20%
(42.20%, 52.26%) 		6.72%
(4.42%, 10.08%) 		4.40%
(2.96%, 6.52%)
D - Female - 55+ 19.22%
(15.88%, 23.08%) 		17.54%
(14.96%, 20.48%) 		53.28%
(49.02%, 57.48%) 		5.82%
(4.28%, 7.84%) 		4.14%
(2.80%, 6.08%)
R - Male - 18 to 34 6.64%
(3.58%, 12.02%) 		6.52%
(3.50%, 11.80%) 		37.80%
(30.66%, 45.54%) 		19.58%
(13.84%, 26.96%) 		29.46%
(22.98%, 36.88%)
R - Male - 35 to 54 3.82%
(2.44%, 5.96%) 		3.44%
(2.20%, 5.38%) 		33.06%
(28.60%, 37.84%) 		25.28%
(20.98%, 30.12%) 		34.38%
(29.56%, 39.56%)
R - Male - 55+ 3.32%
(1.96%, 5.60%) 		3.68%
(2.14%, 6.26%) 		40.68%
(35.70%, 45.86%) 		19.00%
(16.00%, 22.42%) 		33.30%
(29.14%, 37.74%)
R - Female - 18 to 34 8.14%
(4.80%, 13.50%) 		5.20%
(2.84%, 9.28%) 		43.06%
(34.36%, 52.20%) 		16.24%
(11.20%, 22.96%) 		27.36%
(20.18%, 35.94%)
R - Female - 35 to 54 3.38%
(1.88%, 6.02%) 		5.46%
(3.32%, 8.90%) 		37.60%
(31.84%, 43.76%) 		18.46%
(14.78%, 22.84%) 		35.08%
(29.74%, 40.82%)
R - Female - 55+ 3.22%
(1.96%, 5.22%) 		4.40%
(2.74%, 6.98%) 		44.20%
(40.12%, 48.34%) 		21.06%
(17.84%, 24.70%) 		27.14%
(23.46%, 31.14%)
Race
D - White 24.10%
(21.98%, 26.38%) 		19.86%
(17.84%, 22.04%) 		46.54%
(43.92%, 49.18%) 		6.28%
(5.00%, 7.84%) 		3.22%
(2.50%, 4.12%)
D - Non-white 27.66%
(24.54%, 31.02%) 		18.62%
(16.30%, 21.20%) 		42.46%
(39.16%, 45.82%) 		5.90%
(4.44%, 7.78%) 		5.36%
(4.06%, 7.04%)
R - White 3.02%
(2.32%, 3.94%) 		3.28%
(2.54%, 4.24%) 		40.42%
(38.16%, 42.70%) 		20.70%
(18.68%, 22.86%) 		32.58%
(30.18%, 35.06%)
R - Non-white 10.08%
(7.08%, 14.18%) 		10.00%
(6.96%, 14.18%) 		36.90%
(31.30%, 42.88%) 		16.96%
(13.02%, 21.82%) 		26.04%
(20.88%, 31.96%)
Education
D - College Grad 24.92%
(22.58%, 27.40%) 		20.90%
(18.54%, 23.50%) 		44.56%
(41.56%, 47.58%) 		6.06%
(4.72%, 7.76%) 		3.56%
(2.64%, 4.78%)
D - Not college grad 26.38%
(23.76%, 29.18%) 		18.18%
(16.12%, 20.46%) 		44.38%
(41.24%, 47.58%) 		6.32%
(5.02%, 7.92%) 		4.74%
(3.64%, 6.14%)
R - College Grad 1.06%
(0.60%, 1.92%) 		3.18%
(2.22%, 4.56%) 		40.52%
(37.08%, 44.04%) 		24.06%
(21.22%, 27.18%) 		31.18%
(27.94%, 34.60%)
R - Not college grad 5.78%
(4.54%, 7.30%) 		5.08%
(3.94%, 6.54%) 		39.58%
(36.82%, 42.40%) 		18.12%
(15.96%, 20.50%) 		31.46%
(28.72%, 34.34%) 
anes %>% tabtemplate1(V201317x, "Spending: Building and repairing highways")
Spending: Building and repairing highways
Count Pct
-DK/RF in V201315 or V201316 49 0.60%
Increased a lot 3,223 38.92%
Increased a little 1,890 22.82%
Kept the same 2,811 33.94%
Decreased a little 185 2.22%
Decreasaed a lot 122 1.48%
Spending: Building and repairing highways
D Voters R Voters
Increased a lot 43.8% 35.9%
Increased a little 23.3% 23.4%
Kept the same 29.4% 38.1%
Decreased a little 2.4% 1.3%
Decreasaed a lot 1.1% 1.3%
Spending: Building and repairing highways
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 43.80%
(41.72%, 45.90%) 		23.30%
(21.52%, 25.16%) 		29.42%
(27.62%, 31.26%) 		2.44%
(1.80%, 3.30%) 		1.06%
(0.72%, 1.56%)
R 35.86%
(33.72%, 38.04%) 		23.42%
(21.40%, 25.56%) 		38.14%
(35.92%, 40.42%) 		1.34%
(0.92%, 1.92%) 		1.26%
(0.86%, 1.86%)
Gender
D - Male 50.72%
(47.30%, 54.12%) 		23.50%
(20.92%, 26.30%) 		23.16%
(20.76%, 25.76%) 		1.58%
(0.88%, 2.82%) 		1.04%
(0.54%, 1.92%)
D - Female 38.18%
(35.64%, 40.78%) 		23.04%
(20.76%, 25.48%) 		34.66%
(31.96%, 37.46%) 		3.18%
(2.30%, 4.38%) 		0.94%
(0.56%, 1.64%)
R - Male 38.60%
(35.70%, 41.58%) 		23.66%
(20.92%, 26.64%) 		35.62%
(32.72%, 38.60%) 		1.06%
(0.62%, 1.82%) 		1.06%
(0.64%, 1.78%)
R - Female 32.92%
(29.62%, 36.40%) 		23.18%
(20.44%, 26.16%) 		40.80%
(37.50%, 44.18%) 		1.62%
(0.98%, 2.68%) 		1.48%
(0.86%, 2.52%)
Age and Gender
D - Male - 18 to 34 37.76%
(31.32%, 44.68%) 		27.84%
(21.56%, 35.12%) 		30.60%
(25.00%, 36.82%) 		2.74%
(1.38%, 5.32%) 		1.08%
(0.28%, 3.90%)
D - Male - 35 to 54 48.06%
(42.28%, 53.90%) 		26.80%
(22.02%, 32.20%) 		22.94%
(19.28%, 27.04%) 		1.02%
(0.34%, 3.02%) 		1.18%
(0.52%, 2.68%)
D - Male - 55+ 63.02%
(57.96%, 67.82%) 		16.84%
(13.90%, 20.26%) 		17.94%
(14.12%, 22.52%) 		1.28%
(0.44%, 3.70%) 		0.92%
(0.26%, 3.06%)
D - Female - 18 to 34 24.46%
(19.72%, 29.92%) 		24.22%
(19.40%, 29.80%) 		42.68%
(36.78%, 48.80%) 		7.06%
(4.36%, 11.24%) 		1.58%
(0.68%, 3.56%)
D - Female - 35 to 54 35.62%
(31.54%, 39.92%) 		21.74%
(18.50%, 25.36%) 		38.60%
(34.32%, 43.06%) 		3.30%
(1.86%, 5.80%) 		0.76%
(0.34%, 1.62%)
D - Female - 55+ 48.84%
(44.42%, 53.26%) 		23.46%
(20.04%, 27.28%) 		26.24%
(22.56%, 30.28%) 		0.72%
(0.36%, 1.48%) 		0.74%
(0.22%, 2.40%)
R - Male - 18 to 34 30.48%
(23.78%, 38.14%) 		27.36%
(20.44%, 35.56%) 		38.40%
(31.24%, 46.10%) 		1.68%
(0.50%, 5.52%) 		2.08%
(0.88%, 4.86%)
R - Male - 35 to 54 32.42%
(27.22%, 38.08%) 		21.92%
(17.50%, 27.10%) 		43.20%
(37.38%, 49.20%) 		1.28%
(0.60%, 2.66%) 		1.20%
(0.52%, 2.76%)
R - Male - 55+ 46.00%
(41.24%, 50.84%) 		23.28%
(19.28%, 27.84%) 		29.84%
(25.86%, 34.14%) 		0.54%
(0.18%, 1.56%) 		0.34%
(0.08%, 1.40%)
R - Female - 18 to 34 22.62%
(16.12%, 30.80%) 		21.74%
(15.28%, 29.96%) 		49.44%
(40.26%, 58.68%) 		3.48%
(1.52%, 7.82%) 		2.70%
(1.02%, 6.98%)
R - Female - 35 to 54 27.74%
(22.52%, 33.62%) 		20.66%
(15.98%, 26.30%) 		48.86%
(42.72%, 55.02%) 		0.92%
(0.40%, 2.10%) 		1.84%
(0.78%, 4.28%)
R - Female - 55+ 41.02%
(36.64%, 45.54%) 		25.70%
(21.94%, 29.84%) 		31.14%
(27.42%, 35.14%) 		1.38%
(0.66%, 2.92%) 		0.76%
(0.26%, 2.14%)
Race
D - White 43.04%
(40.24%, 45.86%) 		25.36%
(23.08%, 27.78%) 		28.72%
(26.50%, 31.06%) 		1.68%
(1.16%, 2.44%) 		1.22%
(0.76%, 1.94%)
D - Non-white 44.66%
(41.64%, 47.74%) 		20.82%
(18.34%, 23.54%) 		30.26%
(27.32%, 33.38%) 		3.36%
(2.20%, 5.08%) 		0.88%
(0.46%, 1.70%)
R - White 35.50%
(33.10%, 37.96%) 		23.90%
(21.66%, 26.32%) 		38.68%
(36.18%, 41.22%) 		0.98%
(0.64%, 1.48%) 		0.94%
(0.58%, 1.52%)
R - Non-white 37.44%
(32.28%, 42.90%) 		20.84%
(16.66%, 25.74%) 		36.44%
(31.50%, 41.66%) 		3.02%
(1.52%, 5.90%) 		2.28%
(1.24%, 4.16%)
Education
D - College Grad 42.18%
(39.42%, 44.98%) 		25.28%
(22.82%, 27.92%) 		29.82%
(27.66%, 32.08%) 		1.84%
(1.22%, 2.76%) 		0.90%
(0.52%, 1.52%)
D - Not college grad 45.36%
(42.52%, 48.22%) 		21.34%
(18.86%, 24.02%) 		29.20%
(26.64%, 31.92%) 		2.88%
(1.94%, 4.28%) 		1.22%
(0.72%, 2.06%)
R - College Grad 33.26%
(29.34%, 37.44%) 		24.54%
(21.28%, 28.10%) 		39.90%
(35.88%, 44.06%) 		1.40%
(0.72%, 2.66%) 		0.90%
(0.42%, 1.90%)
R - Not college grad 36.98%
(34.26%, 39.80%) 		22.78%
(20.42%, 25.36%) 		37.46%
(34.66%, 40.36%) 		1.32%
(0.86%, 2.00%) 		1.44%
(0.94%, 2.22%) 
anes %>% tabtemplate1(V201320x, "Spending: Aid to the poor")
Spending: Aid to the poor
Count Pct
-DK/RF in V201318 or V201319 46 0.56%
Increased a lot 2,643 31.92%
Increased a little 1,584 19.14%
Kept the same 3,189 38.52%
Decreased a little 419 5.06%
Decreasaed a lot 397 4.80%
Spending: Aid to the poor
D Voters R Voters
Increased a lot 47.4% 12.1%
Increased a little 24.8% 12.8%
Kept the same 25.3% 55.5%
Decreased a little 1.5% 10.0%
Decreasaed a lot 1.0% 9.5%
Spending: Aid to the poor
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 47.36%
(45.14%, 49.60%) 		24.78%
(23.00%, 26.64%) 		25.32%
(23.36%, 27.40%) 		1.54%
(1.14%, 2.08%) 		1.00%
(0.70%, 1.40%)
R 12.08%
(10.68%, 13.66%) 		12.84%
(11.34%, 14.54%) 		55.54%
(53.12%, 57.92%) 		10.02%
(8.92%, 11.24%) 		9.50%
(8.20%, 10.98%)
Gender
D - Male 44.86%
(41.48%, 48.26%) 		25.60%
(22.82%, 28.58%) 		26.74%
(23.90%, 29.78%) 		1.48%
(1.00%, 2.20%) 		1.34%
(0.88%, 2.06%)
D - Female 49.46%
(46.82%, 52.10%) 		24.04%
(21.88%, 26.36%) 		24.18%
(21.66%, 26.90%) 		1.58%
(1.02%, 2.46%) 		0.72%
(0.40%, 1.32%)
R - Male 11.38%
(9.48%, 13.62%) 		12.22%
(10.34%, 14.38%) 		56.04%
(52.90%, 59.16%) 		9.84%
(8.30%, 11.64%) 		10.50%
(8.64%, 12.70%)
R - Female 12.74%
(10.90%, 14.84%) 		13.52%
(11.36%, 15.98%) 		55.14%
(52.06%, 58.18%) 		10.30%
(8.58%, 12.34%) 		8.32%
(6.74%, 10.22%)
Age and Gender
D - Male - 18 to 34 54.72%
(47.68%, 61.60%) 		22.40%
(17.58%, 28.12%) 		20.34%
(15.26%, 26.54%) 		0.68%
(0.24%, 1.90%) 		1.84%
(0.78%, 4.32%)
D - Male - 35 to 54 38.74%
(33.66%, 44.10%) 		28.24%
(23.14%, 33.96%) 		29.38%
(25.00%, 34.18%) 		2.02%
(1.14%, 3.56%) 		1.62%
(0.90%, 2.90%)
D - Male - 55+ 43.40%
(37.78%, 49.18%) 		25.56%
(21.42%, 30.20%) 		28.72%
(24.06%, 33.90%) 		1.56%
(0.78%, 3.14%) 		0.74%
(0.32%, 1.70%)
D - Female - 18 to 34 58.48%
(52.24%, 64.44%) 		21.96%
(17.18%, 27.66%) 		15.88%
(11.70%, 21.22%) 		2.32%
(0.92%, 5.76%) 		1.34%
(0.46%, 3.92%)
D - Female - 35 to 54 48.26%
(43.78%, 52.76%) 		23.36%
(19.68%, 27.48%) 		26.20%
(22.30%, 30.52%) 		1.44%
(0.78%, 2.62%) 		0.74%
(0.32%, 1.72%)
D - Female - 55+ 44.82%
(40.68%, 49.04%) 		25.48%
(22.12%, 29.14%) 		28.06%
(24.28%, 32.18%) 		1.30%
(0.68%, 2.48%) 		0.34%
(0.14%, 0.84%)
R - Male - 18 to 34 12.68%
(8.16%, 19.20%) 		15.80%
(10.98%, 22.18%) 		47.34%
(39.38%, 55.44%) 		11.16%
(7.42%, 16.46%) 		13.02%
(8.58%, 19.26%)
R - Male - 35 to 54 12.96%
(9.80%, 16.96%) 		8.94%
(6.40%, 12.38%) 		54.62%
(49.10%, 60.04%) 		11.56%
(8.42%, 15.66%) 		11.92%
(8.82%, 15.92%)
R - Male - 55+ 9.78%
(7.80%, 12.22%) 		13.48%
(10.82%, 16.64%) 		61.00%
(56.58%, 65.24%) 		7.56%
(5.56%, 10.18%) 		8.20%
(6.06%, 11.00%)
R - Female - 18 to 34 13.58%
(9.48%, 19.10%) 		12.88%
(8.34%, 19.40%) 		55.24%
(47.76%, 62.50%) 		10.28%
(6.24%, 16.52%) 		7.98%
(5.10%, 12.32%)
R - Female - 35 to 54 12.78%
(9.34%, 17.22%) 		17.36%
(13.12%, 22.62%) 		44.76%
(38.94%, 50.72%) 		14.22%
(10.78%, 18.56%) 		10.88%
(7.88%, 14.84%)
R - Female - 55+ 12.38%
(10.16%, 15.02%) 		11.84%
(9.24%, 15.04%) 		61.56%
(57.22%, 65.70%) 		7.34%
(5.76%, 9.32%) 		6.88%
(4.96%, 9.48%)
Race
D - White 41.02%
(38.58%, 43.52%) 		28.06%
(25.94%, 30.28%) 		28.50%
(26.12%, 31.02%) 		1.48%
(1.00%, 2.20%) 		0.92%
(0.62%, 1.38%)
D - Non-white 55.04%
(51.72%, 58.34%) 		20.60%
(18.12%, 23.32%) 		21.64%
(18.72%, 24.90%) 		1.62%
(0.98%, 2.64%) 		1.10%
(0.62%, 1.96%)
R - White 10.08%
(8.88%, 11.42%) 		12.88%
(11.28%, 14.66%) 		56.20%
(53.70%, 58.68%) 		10.80%
(9.54%, 12.20%) 		10.04%
(8.56%, 11.72%)
R - Non-white 21.26%
(16.68%, 26.68%) 		12.80%
(9.46%, 17.10%) 		52.66%
(46.92%, 58.32%) 		6.40%
(4.32%, 9.36%) 		6.88%
(4.56%, 10.28%)
Education
D - College Grad 43.46%
(40.38%, 46.60%) 		26.22%
(23.74%, 28.86%) 		27.44%
(24.68%, 30.36%) 		1.84%
(1.26%, 2.70%) 		1.04%
(0.64%, 1.70%)
D - Not college grad 50.42%
(47.44%, 53.42%) 		23.54%
(21.36%, 25.86%) 		23.72%
(21.16%, 26.50%) 		1.32%
(0.78%, 2.22%) 		0.98%
(0.56%, 1.70%)
R - College Grad 5.90%
(4.56%, 7.60%) 		11.44%
(9.22%, 14.10%) 		58.40%
(54.58%, 62.14%) 		13.54%
(11.32%, 16.12%) 		10.72%
(8.54%, 13.36%)
R - Not college grad 14.94%
(13.08%, 17.04%) 		13.22%
(11.46%, 15.24%) 		54.38%
(51.48%, 57.24%) 		8.72%
(7.32%, 10.32%) 		8.74%
(7.18%, 10.62%) 
anes %>% tabtemplate1(V201323x, "Spending: Protecting the environment")
Spending: Protecting the environment
Count Pct
-DK/RF in V201321 or V201322 28 0.34%
Increased a lot 3,653 44.12%
Increased a little 1,300 15.70%
Kept the same 2,657 32.10%
Decreased a little 358 4.32%
Decreasaed a lot 284 3.42%
Spending: Protecting the environment
D Voters R Voters
Increased a lot 66.3% 16.5%
Increased a little 17.2% 13.6%
Kept the same 15.1% 53.3%
Decreased a little 0.7% 9.4%
Decreasaed a lot 0.6% 7.2%
Spending: Protecting the environment
Increased a lot Increased a little Kept the same Decreased a little Decreasaed a lot
Vote Intent
D 66.28%
(63.98%, 68.50%) 		17.20%
(15.70%, 18.80%) 		15.14%
(13.44%, 17.02%) 		0.74%
(0.48%, 1.18%) 		0.64%
(0.36%, 1.18%)
R 16.48%
(14.70%, 18.46%) 		13.64%
(12.20%, 15.22%) 		53.32%
(50.98%, 55.66%) 		9.36%
(8.10%, 10.80%) 		7.18%
(6.16%, 8.36%)
Gender
D - Male 66.02%
(62.60%, 69.26%) 		18.22%
(15.76%, 20.96%) 		14.42%
(12.06%, 17.14%) 		0.54%
(0.30%, 0.98%) 		0.80%
(0.38%, 1.68%)
D - Female 66.54%
(63.46%, 69.48%) 		16.28%
(14.46%, 18.26%) 		15.80%
(13.70%, 18.14%) 		0.88%
(0.46%, 1.64%) 		0.52%
(0.20%, 1.38%)
R - Male 15.28%
(12.92%, 17.96%) 		13.78%
(11.80%, 16.06%) 		52.70%
(49.54%, 55.84%) 		9.16%
(7.54%, 11.08%) 		9.08%
(7.62%, 10.78%)
R - Female 17.70%
(15.34%, 20.32%) 		13.44%
(11.42%, 15.76%) 		54.16%
(51.08%, 57.18%) 		9.54%
(7.72%, 11.72%) 		5.16%
(3.90%, 6.80%)
Age and Gender
D - Male - 18 to 34 67.92%
(60.30%, 74.70%) 		15.32%
(10.48%, 21.84%) 		15.10%
(10.26%, 21.68%) 		0.14%
(0.02%, 0.76%) 		1.52%
(0.50%, 4.46%)
D - Male - 35 to 54 63.22%
(57.06%, 68.98%) 		20.20%
(15.84%, 25.42%) 		15.14%
(11.28%, 20.04%) 		0.84%
(0.40%, 1.74%) 		0.60%
(0.18%, 1.96%)
D - Male - 55+ 67.50%
(63.74%, 71.06%) 		19.04%
(15.90%, 22.62%) 		12.46%
(9.72%, 15.86%) 		0.62%
(0.26%, 1.50%) 		0.38%
(0.06%, 2.66%)
D - Female - 18 to 34 69.94%
(63.80%, 75.44%) 		13.78%
(10.46%, 17.94%) 		14.16%
(10.44%, 18.94%) 		0.84%
(0.16%, 4.06%) 		1.26%
(0.32%, 4.98%)
D - Female - 35 to 54 64.16%
(59.52%, 68.54%) 		17.88%
(14.54%, 21.80%) 		16.56%
(13.42%, 20.28%) 		1.30%
(0.52%, 3.28%) 		0.08%
(0.02%, 0.60%)
D - Female - 55+ 66.72%
(61.92%, 71.22%) 		16.54%
(13.62%, 19.94%) 		15.74%
(12.58%, 19.52%) 		0.62%
(0.26%, 1.44%) 		0.38%
(0.12%, 1.34%)
R - Male - 18 to 34 26.26%
(19.92%, 33.74%) 		16.60%
(11.24%, 23.84%) 		43.24%
(35.80%, 51.00%) 		7.94%
(4.52%, 13.58%) 		5.96%
(3.66%, 9.56%)
R - Male - 35 to 54 13.00%
(9.72%, 17.14%) 		16.16%
(12.48%, 20.68%) 		50.74%
(45.10%, 56.38%) 		9.82%
(7.04%, 13.56%) 		10.28%
(7.42%, 14.08%)
R - Male - 55+ 11.28%
(9.06%, 13.94%) 		10.90%
(8.38%, 14.04%) 		58.38%
(54.14%, 62.50%) 		9.16%
(6.92%, 12.00%) 		10.30%
(8.04%, 13.10%)
R - Female - 18 to 34 26.30%
(19.48%, 34.52%) 		14.68%
(9.66%, 21.66%) 		45.12%
(36.68%, 53.86%) 		8.60%
(4.48%, 15.90%) 		5.30%
(2.40%, 11.32%)
R - Female - 35 to 54 18.40%
(14.30%, 23.34%) 		15.24%
(11.38%, 20.12%) 		52.38%
(46.80%, 57.90%) 		9.58%
(6.28%, 14.32%) 		4.40%
(2.64%, 7.24%)
R - Female - 55+ 13.78%
(11.10%, 16.98%) 		10.14%
(7.68%, 13.28%) 		60.90%
(56.52%, 65.10%) 		9.68%
(7.14%, 13.00%) 		5.52%
(3.66%, 8.24%)
Race
D - White 70.34%
(67.96%, 72.62%) 		17.60%
(15.88%, 19.48%) 		10.98%
(9.48%, 12.70%) 		0.74%
(0.44%, 1.28%) 		0.32%
(0.10%, 1.00%)
D - Non-white 61.32%
(57.40%, 65.10%) 		16.76%
(14.40%, 19.42%) 		20.10%
(17.26%, 23.30%) 		0.76%
(0.36%, 1.64%) 		1.04%
(0.52%, 2.12%)
R - White 13.48%
(11.72%, 15.46%) 		13.08%
(11.54%, 14.80%) 		56.00%
(53.38%, 58.60%) 		9.76%
(8.38%, 11.34%) 		7.66%
(6.42%, 9.10%)
R - Non-white 29.98%
(24.66%, 35.94%) 		16.00%
(12.12%, 20.82%) 		41.56%
(36.10%, 47.24%) 		7.36%
(4.80%, 11.12%) 		5.10%
(3.36%, 7.64%)
Education
D - College Grad 67.86%
(64.86%, 70.70%) 		18.44%
(16.36%, 20.70%) 		12.58%
(10.72%, 14.74%) 		0.60%
(0.30%, 1.24%) 		0.52%
(0.20%, 1.30%)
D - Not college grad 64.78%
(61.42%, 68.02%) 		16.26%
(14.26%, 18.46%) 		17.32%
(14.88%, 20.06%) 		0.88%
(0.48%, 1.60%) 		0.76%
(0.36%, 1.66%)
R - College Grad 12.10%
(9.72%, 14.98%) 		16.80%
(13.84%, 20.22%) 		51.26%
(47.62%, 54.86%) 		11.36%
(9.20%, 13.94%) 		8.50%
(6.80%, 10.56%)
R - Not college grad 18.14%
(15.86%, 20.66%) 		12.38%
(10.62%, 14.42%) 		54.60%
(51.58%, 57.58%) 		8.34%
(6.86%, 10.08%) 		6.54%
(5.26%, 8.10%)

Economy

anes %>% tabtemplate1(V201324, "Is the current economy good or bad")
Is the current economy good or bad
Count Pct
-Refused 14 0.16%
-Don’t know 1 0.02%
Very good 466 5.62%
Good 1,890 22.82%
Neither good nor bad 2,291 27.66%
Bad 2,533 30.60%
Very bad 1,085 13.10%
Is the current economy good or bad
D Voters R Voters
Very good 0.9% 12.4%
Good 9.3% 42.3%
Neither good nor bad 26.3% 26.8%
Bad 42.9% 15.4%
Very bad 20.6% 3.1%
Is the current economy good or bad
Very good Good Neither good nor bad Bad Very bad
Vote Intent
D 0.94%
(0.62%, 1.42%) 		9.26%
(8.14%, 10.54%) 		26.34%
(24.58%, 28.20%) 		42.88%
(40.94%, 44.84%) 		20.58%
(18.98%, 22.28%)
R 12.44%
(10.94%, 14.10%) 		42.32%
(40.28%, 44.38%) 		26.78%
(24.84%, 28.82%) 		15.40%
(14.04%, 16.86%) 		3.06%
(2.32%, 4.04%)
Gender
D - Male 1.04%
(0.60%, 1.82%) 		11.12%
(9.30%, 13.24%) 		25.98%
(23.26%, 28.88%) 		41.90%
(38.68%, 45.18%) 		19.96%
(17.56%, 22.60%)
D - Female 0.80%
(0.42%, 1.52%) 		7.72%
(6.48%, 9.20%) 		26.76%
(24.52%, 29.12%) 		43.70%
(41.14%, 46.30%) 		21.02%
(19.18%, 23.00%)
R - Male 14.94%
(12.88%, 17.28%) 		44.52%
(41.44%, 47.64%) 		24.70%
(22.04%, 27.58%) 		12.64%
(10.76%, 14.78%) 		3.18%
(2.18%, 4.62%)
R - Female 9.66%
(7.78%, 11.92%) 		39.82%
(36.70%, 43.04%) 		29.12%
(26.16%, 32.28%) 		18.42%
(16.28%, 20.80%) 		2.96%
(2.08%, 4.22%)
Age and Gender
D - Male - 18 to 34 1.20%
(0.42%, 3.32%) 		13.46%
(9.36%, 19.00%) 		27.94%
(22.64%, 33.94%) 		39.06%
(32.18%, 46.42%) 		18.32%
(13.52%, 24.36%)
D - Male - 35 to 54 1.32%
(0.50%, 3.40%) 		10.36%
(7.66%, 13.88%) 		26.48%
(22.12%, 31.34%) 		41.78%
(36.34%, 47.42%) 		20.08%
(16.34%, 24.42%)
D - Male - 55+ 0.72%
(0.26%, 2.02%) 		9.92%
(7.32%, 13.32%) 		23.54%
(19.44%, 28.18%) 		44.62%
(39.98%, 49.34%) 		21.22%
(17.80%, 25.10%)
D - Female - 18 to 34 1.38%
(0.46%, 4.10%) 		5.20%
(3.58%, 7.48%) 		28.92%
(23.46%, 35.06%) 		44.14%
(38.24%, 50.20%) 		20.38%
(16.00%, 25.58%)
D - Female - 35 to 54 0.66%
(0.20%, 2.06%) 		7.82%
(5.72%, 10.60%) 		27.16%
(23.20%, 31.50%) 		43.04%
(38.12%, 48.10%) 		21.32%
(17.42%, 25.84%)
D - Female - 55+ 0.56%
(0.22%, 1.44%) 		9.30%
(7.28%, 11.80%) 		24.44%
(21.14%, 28.06%) 		44.18%
(40.42%, 48.02%) 		21.52%
(18.28%, 25.14%)
R - Male - 18 to 34 15.26%
(10.86%, 21.02%) 		36.28%
(29.96%, 43.10%) 		32.24%
(25.06%, 40.38%) 		11.56%
(7.54%, 17.34%) 		4.66%
(2.16%, 9.74%)
R - Male - 35 to 54 14.82%
(11.30%, 19.20%) 		45.14%
(39.66%, 50.76%) 		23.84%
(19.42%, 28.90%) 		12.88%
(10.00%, 16.46%) 		3.30%
(1.62%, 6.60%)
R - Male - 55+ 15.14%
(12.14%, 18.72%) 		47.60%
(42.82%, 52.42%) 		21.04%
(17.36%, 25.26%) 		13.62%
(10.48%, 17.52%) 		2.60%
(1.54%, 4.40%)
R - Female - 18 to 34 11.12%
(6.06%, 19.50%) 		26.94%
(19.72%, 35.60%) 		33.94%
(27.22%, 41.34%) 		25.20%
(19.38%, 32.08%) 		2.82%
(1.34%, 5.86%)
R - Female - 35 to 54 7.56%
(4.98%, 11.28%) 		37.34%
(31.78%, 43.26%) 		29.92%
(24.60%, 35.86%) 		20.84%
(16.68%, 25.74%) 		4.34%
(2.52%, 7.38%)
R - Female - 55+ 10.78%
(8.02%, 14.32%) 		44.78%
(39.82%, 49.84%) 		27.18%
(23.16%, 31.64%) 		14.82%
(11.56%, 18.80%) 		2.44%
(1.46%, 4.04%)
Race
D - White 0.70%
(0.40%, 1.22%) 		10.54%
(9.16%, 12.12%) 		23.22%
(21.24%, 25.34%) 		44.84%
(42.38%, 47.34%) 		20.68%
(18.70%, 22.82%)
D - Non-white 1.22%
(0.68%, 2.22%) 		7.86%
(6.18%, 9.94%) 		30.44%
(27.38%, 33.66%) 		40.22%
(37.02%, 43.52%) 		20.26%
(17.72%, 23.06%)
R - White 12.60%
(11.04%, 14.36%) 		43.36%
(41.00%, 45.74%) 		26.36%
(24.30%, 28.50%) 		15.26%
(13.62%, 17.04%) 		2.42%
(1.80%, 3.26%)
R - Non-white 11.60%
(8.08%, 16.34%) 		37.24%
(31.92%, 42.90%) 		28.92%
(24.02%, 34.36%) 		16.16%
(12.12%, 21.20%) 		6.08%
(3.74%, 9.78%)
Education
D - College Grad 0.58%
(0.28%, 1.20%) 		9.34%
(7.88%, 11.06%) 		23.14%
(20.92%, 25.50%) 		47.44%
(44.76%, 50.12%) 		19.52%
(17.56%, 21.62%)
D - Not college grad 1.24%
(0.74%, 2.06%) 		9.38%
(7.68%, 11.42%) 		28.78%
(26.16%, 31.58%) 		39.52%
(36.52%, 42.58%) 		21.08%
(18.62%, 23.74%)
R - College Grad 15.98%
(13.12%, 19.32%) 		44.30%
(40.72%, 47.92%) 		22.86%
(19.82%, 26.20%) 		14.98%
(12.70%, 17.58%) 		1.90%
(1.20%, 3.00%)
R - Not college grad 10.70%
(8.86%, 12.88%) 		41.54%
(38.90%, 44.24%) 		28.56%
(26.10%, 31.12%) 		15.58%
(13.90%, 17.42%) 		3.62%
(2.66%, 4.90%) 
anes %>% tabtemplate1(V201327x, "National economy better or worse in last year")
National economy better or worse in last year
Count Pct
-DK/RF in V201325 or V201326 28 0.34%
Gotten much better 744 8.98%
Gotten somewhat better 822 9.92%
Stayed about the same 1,869 22.58%
Gotten somewhat worse 1,685 20.36%
Gotten much worse 3,131 37.82%
National economy better or worse in last year
D Voters R Voters
Gotten much better 1.1% 20.2%
Gotten somewhat better 3.8% 18.1%
Stayed about the same 17.7% 27.7%
Gotten somewhat worse 20.0% 19.8%
Gotten much worse 57.3% 14.2%
National economy better or worse in last year
Gotten much better Gotten somewhat better Stayed about the same Gotten somewhat worse Gotten much worse
Vote Intent
D 1.14%
(0.78%, 1.64%) 		3.82%
(3.04%, 4.76%) 		17.68%
(16.12%, 19.38%) 		20.02%
(18.28%, 21.88%) 		57.34%
(55.10%, 59.58%)
R 20.22%
(18.34%, 22.22%) 		18.12%
(16.46%, 19.90%) 		27.72%
(25.78%, 29.74%) 		19.76%
(17.92%, 21.72%) 		14.20%
(12.80%, 15.72%)
Gender
D - Male 1.36%
(0.74%, 2.50%) 		5.26%
(3.90%, 7.04%) 		18.36%
(16.06%, 20.90%) 		16.96%
(14.88%, 19.24%) 		58.08%
(54.96%, 61.12%)
D - Female 0.96%
(0.62%, 1.50%) 		2.66%
(1.92%, 3.66%) 		17.22%
(15.36%, 19.24%) 		22.46%
(20.10%, 25.02%) 		56.70%
(53.80%, 59.56%)
R - Male 20.80%
(18.24%, 23.64%) 		16.90%
(14.58%, 19.50%) 		29.18%
(26.42%, 32.12%) 		18.58%
(16.32%, 21.08%) 		14.52%
(12.44%, 16.90%)
R - Female 19.58%
(16.78%, 22.70%) 		19.48%
(16.94%, 22.30%) 		26.06%
(23.32%, 28.98%) 		21.10%
(18.46%, 23.98%) 		13.80%
(11.82%, 16.06%)
Age and Gender
D - Male - 18 to 34 0.90%
(0.26%, 3.08%) 		7.24%
(4.42%, 11.60%) 		24.48%
(19.22%, 30.64%) 		18.54%
(13.76%, 24.52%) 		48.86%
(42.00%, 55.74%)
D - Male - 35 to 54 2.24%
(1.10%, 4.52%) 		3.22%
(1.86%, 5.52%) 		18.24%
(14.00%, 23.44%) 		17.02%
(13.44%, 21.32%) 		59.28%
(54.18%, 64.18%)
D - Male - 55+ 0.98%
(0.22%, 4.14%) 		5.62%
(3.40%, 9.14%) 		13.78%
(10.74%, 17.52%) 		15.16%
(12.42%, 18.42%) 		64.44%
(59.66%, 68.96%)
D - Female - 18 to 34 0.98%
(0.44%, 2.16%) 		3.52%
(2.06%, 5.98%) 		21.96%
(17.12%, 27.70%) 		23.62%
(19.16%, 28.72%) 		49.94%
(44.28%, 55.58%)
D - Female - 35 to 54 0.70%
(0.28%, 1.74%) 		1.90%
(1.00%, 3.56%) 		16.86%
(13.40%, 21.02%) 		19.80%
(16.42%, 23.66%) 		60.74%
(56.00%, 65.30%)
D - Female - 55+ 1.16%
(0.60%, 2.20%) 		2.56%
(1.44%, 4.52%) 		14.72%
(12.20%, 17.64%) 		23.12%
(19.32%, 27.44%) 		58.44%
(53.54%, 63.16%)
R - Male - 18 to 34 21.88%
(16.28%, 28.72%) 		15.86%
(10.24%, 23.76%) 		30.74%
(23.80%, 38.64%) 		14.38%
(10.00%, 20.26%) 		17.16%
(11.86%, 24.18%)
R - Male - 35 to 54 19.46%
(15.06%, 24.78%) 		19.32%
(15.36%, 24.00%) 		28.54%
(23.76%, 33.86%) 		19.18%
(14.88%, 24.38%) 		13.48%
(10.06%, 17.86%)
R - Male - 55+ 20.84%
(17.68%, 24.38%) 		15.82%
(13.04%, 19.04%) 		28.06%
(24.68%, 31.70%) 		20.56%
(17.36%, 24.18%) 		14.72%
(11.68%, 18.40%)
R - Female - 18 to 34 20.58%
(14.64%, 28.12%) 		17.82%
(12.12%, 25.44%) 		25.02%
(18.78%, 32.48%) 		23.18%
(17.28%, 30.34%) 		13.42%
(9.14%, 19.28%)
R - Female - 35 to 54 20.08%
(15.38%, 25.76%) 		15.74%
(12.20%, 20.06%) 		26.70%
(21.92%, 32.06%) 		20.54%
(16.40%, 25.42%) 		16.94%
(12.90%, 21.94%)
R - Female - 55+ 18.42%
(15.04%, 22.38%) 		21.30%
(17.84%, 25.22%) 		26.24%
(22.46%, 30.42%) 		21.02%
(17.88%, 24.56%) 		13.00%
(10.48%, 16.02%)
Race
D - White 0.74%
(0.42%, 1.30%) 		3.62%
(2.70%, 4.84%) 		13.94%
(12.22%, 15.84%) 		19.98%
(17.90%, 22.24%) 		61.74%
(59.22%, 64.18%)
D - Non-white 1.64%
(0.98%, 2.74%) 		4.12%
(2.98%, 5.66%) 		22.50%
(19.90%, 25.30%) 		19.74%
(17.06%, 22.72%) 		52.00%
(48.28%, 55.70%)
R - White 19.66%
(17.66%, 21.84%) 		18.02%
(16.18%, 20.00%) 		27.96%
(25.74%, 30.30%) 		20.76%
(18.80%, 22.88%) 		13.60%
(12.08%, 15.26%)
R - Non-white 22.44%
(18.04%, 27.56%) 		18.72%
(14.96%, 23.14%) 		26.20%
(22.04%, 30.84%) 		15.50%
(11.68%, 20.30%) 		17.14%
(13.22%, 21.90%)
Education
D - College Grad 0.80%
(0.48%, 1.32%) 		3.08%
(2.22%, 4.30%) 		12.76%
(10.84%, 14.96%) 		19.66%
(17.26%, 22.30%) 		63.70%
(60.98%, 66.34%)
D - Not college grad 1.44%
(0.90%, 2.30%) 		4.40%
(3.30%, 5.82%) 		21.76%
(19.46%, 24.26%) 		20.20%
(17.70%, 22.92%) 		52.22%
(49.02%, 55.38%)
R - College Grad 18.96%
(16.02%, 22.30%) 		19.40%
(16.32%, 22.88%) 		25.28%
(22.08%, 28.74%) 		20.98%
(18.34%, 23.92%) 		15.38%
(12.98%, 18.16%)
R - Not college grad 20.56%
(18.20%, 23.12%) 		17.72%
(15.76%, 19.88%) 		28.70%
(26.32%, 31.22%) 		19.28%
(17.04%, 21.72%) 		13.74%
(12.02%, 15.66%) 
anes %>% tabtemplate1(V201330x, "Economy better or worse in next 12 months")
Economy better or worse in next 12 months
Count Pct
-DK/RF in V201328 or V201329 58 0.70%
Get much better 1,847 22.32%
Get somewhat better 1,758 21.24%
Stayed about the same 2,706 32.68%
Get somewhat worse 996 12.02%
Get much worse 915 11.06%
Economy better or worse in next 12 months
D Voters R Voters
Get much better 10.5% 40.3%
Get somewhat better 20.3% 24.3%
Stayed about the same 38.5% 24.3%
Get somewhat worse 15.9% 6.9%
Get much worse 14.9% 4.2%
Economy better or worse in next 12 months
Get much better Get somewhat better Stayed about the same Get somewhat worse Get much worse
Vote Intent
D 10.50%
(9.24%, 11.90%) 		20.30%
(18.82%, 21.86%) 		38.46%
(36.46%, 40.48%) 		15.86%
(14.40%, 17.44%) 		14.90%
(13.54%, 16.36%)
R 40.28%
(38.04%, 42.58%) 		24.32%
(22.36%, 26.38%) 		24.32%
(22.24%, 26.52%) 		6.92%
(5.92%, 8.08%) 		4.16%
(3.40%, 5.08%)
Gender
D - Male 11.52%
(9.60%, 13.78%) 		21.30%
(18.80%, 24.04%) 		35.76%
(32.98%, 38.64%) 		15.68%
(13.66%, 17.92%) 		15.72%
(13.58%, 18.12%)
D - Female 9.54%
(7.98%, 11.38%) 		19.64%
(17.54%, 21.92%) 		40.76%
(38.00%, 43.58%) 		15.98%
(13.98%, 18.22%) 		14.08%
(12.34%, 16.04%)
R - Male 45.28%
(42.22%, 48.38%) 		22.06%
(19.42%, 24.96%) 		22.22%
(19.54%, 25.14%) 		6.66%
(5.32%, 8.30%) 		3.78%
(2.88%, 4.94%)
R - Female 34.84%
(31.90%, 37.90%) 		26.76%
(23.98%, 29.74%) 		26.66%
(23.66%, 29.90%) 		7.24%
(5.82%, 8.96%) 		4.50%
(3.34%, 6.04%)
Age and Gender
D - Male - 18 to 34 10.68%
(7.44%, 15.14%) 		20.40%
(15.90%, 25.80%) 		33.38%
(27.30%, 40.04%) 		18.26%
(13.66%, 23.98%) 		17.28%
(13.00%, 22.60%)
D - Male - 35 to 54 12.56%
(9.00%, 17.26%) 		22.10%
(17.82%, 27.06%) 		33.02%
(28.32%, 38.08%) 		13.90%
(10.68%, 17.90%) 		18.42%
(14.88%, 22.60%)
D - Male - 55+ 11.04%
(8.42%, 14.32%) 		21.60%
(18.10%, 25.58%) 		40.20%
(35.98%, 44.58%) 		15.16%
(12.20%, 18.66%) 		12.00%
(9.26%, 15.40%)
D - Female - 18 to 34 5.14%
(3.28%, 7.98%) 		17.24%
(12.80%, 22.82%) 		41.92%
(35.76%, 48.36%) 		19.50%
(14.88%, 25.14%) 		16.18%
(12.70%, 20.40%)
D - Female - 35 to 54 9.14%
(6.52%, 12.66%) 		19.36%
(15.50%, 23.90%) 		38.90%
(34.20%, 43.82%) 		16.42%
(13.42%, 19.92%) 		16.20%
(12.80%, 20.32%)
D - Female - 55+ 12.78%
(10.14%, 15.96%) 		21.78%
(18.96%, 24.90%) 		41.34%
(37.84%, 44.92%) 		13.28%
(10.64%, 16.44%) 		10.84%
(8.70%, 13.40%)
R - Male - 18 to 34 40.96%
(32.88%, 49.56%) 		20.16%
(14.44%, 27.42%) 		26.72%
(19.76%, 35.06%) 		10.08%
(6.26%, 15.82%) 		2.08%
(1.04%, 4.12%)
R - Male - 35 to 54 41.68%
(36.70%, 46.82%) 		24.74%
(20.58%, 29.44%) 		20.46%
(17.06%, 24.32%) 		6.74%
(4.62%, 9.72%) 		6.40%
(4.16%, 9.72%)
R - Male - 55+ 49.04%
(44.62%, 53.46%) 		21.46%
(18.04%, 25.36%) 		21.92%
(18.16%, 26.22%) 		4.82%
(3.16%, 7.30%) 		2.76%
(1.86%, 4.08%)
R - Female - 18 to 34 29.92%
(22.86%, 38.06%) 		21.62%
(15.52%, 29.28%) 		31.96%
(24.22%, 40.86%) 		9.58%
(5.82%, 15.34%) 		6.92%
(3.98%, 11.80%)
R - Female - 35 to 54 32.46%
(27.48%, 37.86%) 		23.54%
(18.90%, 28.90%) 		29.34%
(24.24%, 35.02%) 		8.24%
(5.54%, 12.08%) 		6.44%
(4.10%, 9.96%)
R - Female - 55+ 40.62%
(36.00%, 45.42%) 		28.18%
(24.10%, 32.64%) 		22.94%
(19.00%, 27.44%) 		5.82%
(3.92%, 8.56%) 		2.42%
(1.50%, 3.90%)
Race
D - White 7.88%
(6.38%, 9.70%) 		22.90%
(20.78%, 25.16%) 		36.92%
(34.56%, 39.36%) 		17.16%
(15.26%, 19.26%) 		15.12%
(13.26%, 17.18%)
D - Non-white 13.82%
(11.88%, 16.00%) 		17.34%
(15.12%, 19.82%) 		40.18%
(37.12%, 43.30%) 		14.38%
(11.96%, 17.18%) 		14.30%
(12.18%, 16.70%)
R - White 40.10%
(37.64%, 42.62%) 		24.60%
(22.40%, 26.96%) 		24.52%
(22.34%, 26.84%) 		6.94%
(5.82%, 8.24%) 		3.84%
(3.06%, 4.80%)
R - Non-white 40.54%
(34.76%, 46.56%) 		23.36%
(19.50%, 27.70%) 		23.50%
(18.58%, 29.24%) 		6.96%
(4.54%, 10.56%) 		5.64%
(3.52%, 8.92%)
Education
D - College Grad 8.24%
(6.54%, 10.30%) 		21.96%
(19.78%, 24.30%) 		35.70%
(33.14%, 38.34%) 		17.80%
(15.60%, 20.22%) 		16.30%
(14.28%, 18.56%)
D - Not college grad 12.30%
(10.52%, 14.30%) 		19.10%
(17.06%, 21.32%) 		40.50%
(37.54%, 43.52%) 		14.30%
(12.44%, 16.40%) 		13.80%
(11.98%, 15.88%)
R - College Grad 40.46%
(36.56%, 44.50%) 		27.06%
(23.78%, 30.58%) 		20.06%
(17.10%, 23.38%) 		8.30%
(6.08%, 11.24%) 		4.12%
(3.00%, 5.64%)
R - Not college grad 40.08%
(37.26%, 42.98%) 		23.32%
(20.84%, 26.00%) 		26.06%
(23.40%, 28.92%) 		6.30%
(5.20%, 7.62%) 		4.22%
(3.26%, 5.46%) 
anes %>% tabtemplate1(V201333x, "Unemployment better or worse in last year")
Unemployment better or worse in last year
Count Pct
-DK/RF in V201331 or V201332 30 0.36%
Much better 617 7.46%
Somewhat better 498 6.00%
About the same 1,249 15.08%
Somewhat worse 1,072 12.94%
Much worse 4,815 58.14%
Unemployment better or worse in last year
D Voters R Voters
Much better 1.1% 16.6%
Somewhat better 2.1% 11.1%
About the same 11.6% 17.3%
Somewhat worse 9.7% 17.5%
Much worse 75.5% 37.5%
Unemployment better or worse in last year
Much better Somewhat better About the same Somewhat worse Much worse
Vote Intent
D 1.08%
(0.74%, 1.58%) 		2.14%
(1.58%, 2.86%) 		11.56%
(10.26%, 12.98%) 		9.72%
(8.64%, 10.90%) 		75.52%
(73.62%, 77.32%)
R 16.56%
(14.82%, 18.44%) 		11.14%
(9.66%, 12.84%) 		17.32%
(15.92%, 18.82%) 		17.48%
(15.90%, 19.18%) 		37.50%
(35.14%, 39.90%)
Gender
D - Male 0.98%
(0.48%, 2.00%) 		2.44%
(1.64%, 3.60%) 		10.92%
(8.90%, 13.32%) 		9.72%
(8.00%, 11.76%) 		75.94%
(73.10%, 78.58%)
D - Female 1.18%
(0.78%, 1.80%) 		1.90%
(1.22%, 2.96%) 		11.96%
(10.20%, 13.96%) 		9.76%
(8.42%, 11.30%) 		75.18%
(72.80%, 77.44%)
R - Male 16.20%
(13.94%, 18.76%) 		10.44%
(8.70%, 12.50%) 		17.54%
(15.24%, 20.08%) 		17.26%
(15.02%, 19.76%) 		38.56%
(35.36%, 41.86%)
R - Female 16.86%
(14.24%, 19.86%) 		11.86%
(9.70%, 14.44%) 		17.18%
(15.00%, 19.60%) 		17.70%
(15.34%, 20.34%) 		36.40%
(32.96%, 39.98%)
Age and Gender
D - Male - 18 to 34 1.42%
(0.34%, 5.78%) 		2.44%
(1.02%, 5.70%) 		14.06%
(9.54%, 20.22%) 		12.40%
(8.14%, 18.44%) 		69.68%
(62.86%, 75.74%)
D - Male - 35 to 54 0.98%
(0.36%, 2.68%) 		3.60%
(2.14%, 6.00%) 		9.42%
(6.66%, 13.18%) 		9.06%
(6.60%, 12.32%) 		76.94%
(72.36%, 80.96%)
D - Male - 55+ 0.54%
(0.22%, 1.36%) 		1.40%
(0.76%, 2.54%) 		9.62%
(7.00%, 13.08%) 		8.78%
(6.56%, 11.68%) 		79.66%
(75.70%, 83.12%)
D - Female - 18 to 34 0.56%
(0.18%, 1.74%) 		2.80%
(1.38%, 5.62%) 		17.10%
(12.72%, 22.56%) 		8.06%
(5.56%, 11.54%) 		71.50%
(65.80%, 76.60%)
D - Female - 35 to 54 2.20%
(1.16%, 4.14%) 		2.14%
(0.98%, 4.58%) 		11.70%
(8.60%, 15.70%) 		10.70%
(8.32%, 13.64%) 		73.28%
(68.64%, 77.44%)
D - Female - 55+ 0.90%
(0.40%, 1.96%) 		1.26%
(0.58%, 2.72%) 		8.68%
(6.80%, 11.02%) 		9.98%
(8.08%, 12.30%) 		79.20%
(75.88%, 82.16%)
R - Male - 18 to 34 20.28%
(14.86%, 27.04%) 		10.20%
(6.20%, 16.34%) 		22.46%
(16.38%, 30.00%) 		12.84%
(8.50%, 18.96%) 		34.22%
(27.54%, 41.58%)
R - Male - 35 to 54 13.86%
(10.46%, 18.12%) 		11.02%
(7.86%, 15.26%) 		15.48%
(12.20%, 19.48%) 		17.96%
(14.02%, 22.72%) 		41.66%
(35.94%, 47.62%)
R - Male - 55+ 16.44%
(13.38%, 20.06%) 		9.94%
(7.72%, 12.72%) 		15.56%
(12.64%, 19.02%) 		18.86%
(16.00%, 22.10%) 		39.18%
(34.18%, 44.42%)
R - Female - 18 to 34 16.70%
(11.42%, 23.74%) 		12.14%
(7.70%, 18.66%) 		16.06%
(10.12%, 24.52%) 		14.56%
(9.64%, 21.40%) 		40.52%
(32.40%, 49.20%)
R - Female - 35 to 54 16.32%
(12.04%, 21.72%) 		13.36%
(9.28%, 18.84%) 		16.66%
(12.80%, 21.40%) 		17.40%
(13.44%, 22.24%) 		36.24%
(30.84%, 42.04%)
R - Female - 55+ 16.34%
(13.12%, 20.14%) 		10.32%
(7.86%, 13.44%) 		18.06%
(15.08%, 21.48%) 		19.36%
(16.00%, 23.24%) 		35.92%
(31.66%, 40.42%)
Race
D - White 0.50%
(0.24%, 0.98%) 		1.66%
(1.10%, 2.50%) 		8.52%
(7.16%, 10.14%) 		8.76%
(7.54%, 10.14%) 		80.56%
(78.40%, 82.56%)
D - Non-white 1.84%
(1.18%, 2.86%) 		2.66%
(1.74%, 4.08%) 		15.24%
(12.70%, 18.16%) 		11.02%
(9.06%, 13.34%) 		69.26%
(65.94%, 72.38%)
R - White 16.44%
(14.48%, 18.62%) 		11.58%
(9.90%, 13.52%) 		15.76%
(14.26%, 17.38%) 		18.04%
(16.16%, 20.06%) 		38.18%
(35.56%, 40.88%)
R - Non-white 16.74%
(12.30%, 22.38%) 		9.38%
(6.42%, 13.50%) 		23.48%
(18.86%, 28.86%) 		15.22%
(11.80%, 19.40%) 		35.18%
(30.00%, 40.74%)
Education
D - College Grad 0.36%
(0.16%, 0.80%) 		1.68%
(1.08%, 2.60%) 		8.80%
(7.22%, 10.70%) 		8.28%
(6.98%, 9.78%) 		80.88%
(78.62%, 82.96%)
D - Not college grad 1.70%
(1.12%, 2.58%) 		2.56%
(1.80%, 3.62%) 		13.66%
(11.64%, 15.96%) 		10.86%
(9.16%, 12.84%) 		71.22%
(68.42%, 73.88%)
R - College Grad 13.70%
(11.32%, 16.48%) 		13.00%
(10.38%, 16.16%) 		14.96%
(12.32%, 18.08%) 		17.88%
(15.10%, 21.06%) 		40.44%
(36.48%, 44.54%)
R - Not college grad 17.36%
(15.14%, 19.82%) 		10.26%
(8.62%, 12.18%) 		18.40%
(16.52%, 20.44%) 		17.58%
(15.54%, 19.84%) 		36.38%
(33.68%, 39.16%) 
anes %>% tabtemplate1(V201334, "More or less unemployment in next year")
More or less unemployment in next year
Count Pct
-Refused 29 0.34%
-Don’t know 7 0.08%
More 2,381 28.76%
About the same 2,999 36.22%
Less 2,865 34.60%
More or less unemployment in next year
D Voters R Voters
More 38.6% 16.9%
About the same 38.2% 30.7%
Less 23.1% 52.4%
More or less unemployment in next year
More About the same Less
Vote Intent
D 38.62%
(36.80%, 40.48%) 		38.24%
(36.36%, 40.14%) 		23.14%
(21.18%, 25.20%)
R 16.92%
(15.34%, 18.60%) 		30.72%
(28.62%, 32.92%) 		52.36%
(50.30%, 54.42%)
Gender
D - Male 37.46%
(34.56%, 40.46%) 		37.44%
(34.40%, 40.60%) 		25.08%
(22.20%, 28.20%)
D - Female 39.50%
(36.92%, 42.14%) 		38.96%
(36.42%, 41.54%) 		21.54%
(19.08%, 24.24%)
R - Male 15.72%
(13.66%, 18.04%) 		26.84%
(24.42%, 29.42%) 		57.44%
(54.52%, 60.30%)
R - Female 18.20%
(15.76%, 20.94%) 		35.04%
(31.92%, 38.28%) 		46.76%
(43.56%, 49.98%)
Age and Gender
D - Male - 18 to 34 36.18%
(29.98%, 42.88%) 		38.56%
(31.66%, 45.96%) 		25.26%
(19.74%, 31.70%)
D - Male - 35 to 54 40.02%
(34.98%, 45.30%) 		32.98%
(28.42%, 37.86%) 		27.00%
(22.18%, 32.42%)
D - Male - 55+ 35.82%
(31.66%, 40.20%) 		40.58%
(36.24%, 45.08%) 		23.60%
(19.98%, 27.64%)
D - Female - 18 to 34 38.30%
(33.42%, 43.44%) 		36.98%
(31.34%, 43.00%) 		24.72%
(19.68%, 30.54%)
D - Female - 35 to 54 39.66%
(35.24%, 44.26%) 		39.64%
(35.02%, 44.46%) 		20.70%
(16.64%, 25.44%)
D - Female - 55+ 39.84%
(36.02%, 43.80%) 		39.92%
(35.94%, 44.02%) 		20.24%
(16.48%, 24.60%)
R - Male - 18 to 34 19.76%
(14.02%, 27.08%) 		26.40%
(20.08%, 33.88%) 		53.84%
(45.92%, 61.56%)
R - Male - 35 to 54 14.16%
(10.90%, 18.20%) 		26.46%
(21.50%, 32.10%) 		59.38%
(53.76%, 64.76%)
R - Male - 55+ 14.66%
(11.78%, 18.12%) 		27.38%
(23.82%, 31.26%) 		57.96%
(53.82%, 61.98%)
R - Female - 18 to 34 21.38%
(15.52%, 28.70%) 		37.66%
(30.00%, 46.02%) 		40.94%
(33.34%, 49.02%)
R - Female - 35 to 54 20.08%
(15.70%, 25.34%) 		35.68%
(30.26%, 41.50%) 		44.24%
(38.66%, 49.94%)
R - Female - 55+ 15.60%
(12.42%, 19.42%) 		32.76%
(28.60%, 37.20%) 		51.64%
(47.34%, 55.92%)
Race
D - White 34.70%
(32.44%, 37.04%) 		38.56%
(36.24%, 40.94%) 		26.72%
(24.28%, 29.34%)
D - Non-white 43.30%
(39.82%, 46.86%) 		37.68%
(34.32%, 41.18%) 		19.02%
(16.12%, 22.30%)
R - White 15.74%
(14.18%, 17.42%) 		31.42%
(29.20%, 33.74%) 		52.84%
(50.76%, 54.92%)
R - Non-white 22.50%
(17.78%, 28.02%) 		28.36%
(23.36%, 33.94%) 		49.16%
(43.02%, 55.30%)
Education
D - College Grad 34.42%
(31.80%, 37.14%) 		38.70%
(36.04%, 41.42%) 		26.88%
(24.20%, 29.74%)
D - Not college grad 41.80%
(39.12%, 44.52%) 		37.90%
(35.04%, 40.86%) 		20.30%
(17.78%, 23.06%)
R - College Grad 16.08%
(13.38%, 19.22%) 		26.58%
(22.74%, 30.82%) 		57.32%
(53.02%, 61.52%)
R - Not college grad 17.40%
(15.40%, 19.60%) 		32.58%
(29.88%, 35.42%) 		50.02%
(47.20%, 52.84%) 
anes %>% tabtemplate1(V201335, "How worried about national economy")
How worried about national economy
Count Pct
-Refused 10 0.12%
-Don’t know 2 0.02%
Not at all worried 625 7.56%
A little worried 1,895 22.88%
Moderately worried 2,776 33.52%
Very worried 1,982 23.94%
Extremely worried 989 11.94%
How worried about national economy
D Voters R Voters
Not at all worried 1.7% 14.9%
A little worried 14.3% 35.2%
Moderately worried 32.2% 34.1%
Very worried 34.2% 11.1%
Extremely worried 17.5% 4.7%
How worried about national economy
Not at all worried A little worried Moderately worried Very worried Extremely worried
Vote Intent
D 1.72%
(1.32%, 2.22%) 		14.34%
(12.84%, 16.00%) 		32.16%
(30.24%, 34.14%) 		34.24%
(32.22%, 36.32%) 		17.52%
(16.04%, 19.12%)
R 14.88%
(13.36%, 16.52%) 		35.20%
(32.98%, 37.46%) 		34.14%
(31.98%, 36.34%) 		11.14%
(9.78%, 12.66%) 		4.66%
(3.74%, 5.80%)
Gender
D - Male 1.78%
(1.28%, 2.50%) 		16.22%
(13.74%, 19.08%) 		32.74%
(29.68%, 35.96%) 		33.12%
(29.90%, 36.50%) 		16.12%
(13.52%, 19.10%)
D - Female 1.68%
(1.14%, 2.44%) 		12.72%
(11.06%, 14.60%) 		31.80%
(29.24%, 34.48%) 		35.16%
(32.66%, 37.74%) 		18.64%
(16.78%, 20.66%)
R - Male 17.20%
(14.94%, 19.72%) 		37.00%
(33.94%, 40.18%) 		31.78%
(28.80%, 34.94%) 		9.56%
(7.74%, 11.72%) 		4.46%
(3.26%, 6.04%)
R - Female 12.42%
(10.50%, 14.64%) 		33.22%
(29.98%, 36.62%) 		36.54%
(33.36%, 39.84%) 		12.90%
(10.84%, 15.30%) 		4.92%
(3.74%, 6.48%)
Age and Gender
D - Male - 18 to 34 2.38%
(1.20%, 4.72%) 		22.54%
(17.04%, 29.20%) 		33.06%
(27.54%, 39.10%) 		31.24%
(25.44%, 37.68%) 		10.78%
(7.20%, 15.80%)
D - Male - 35 to 54 1.42%
(0.80%, 2.50%) 		17.48%
(13.38%, 22.50%) 		32.74%
(27.36%, 38.60%) 		29.18%
(24.50%, 34.32%) 		19.20%
(14.92%, 24.32%)
D - Male - 55+ 1.62%
(0.90%, 2.90%) 		10.56%
(8.32%, 13.32%) 		31.66%
(27.14%, 36.58%) 		38.86%
(33.62%, 44.38%) 		17.30%
(13.52%, 21.88%)
D - Female - 18 to 34 1.30%
(0.56%, 3.02%) 		15.16%
(11.62%, 19.54%) 		30.66%
(25.48%, 36.36%) 		34.50%
(28.42%, 41.10%) 		18.38%
(14.18%, 23.50%)
D - Female - 35 to 54 2.24%
(1.24%, 4.02%) 		13.44%
(10.56%, 16.94%) 		31.22%
(27.06%, 35.68%) 		34.88%
(30.42%, 39.64%) 		18.24%
(15.32%, 21.56%)
D - Female - 55+ 1.58%
(0.84%, 2.90%) 		10.32%
(8.04%, 13.20%) 		32.56%
(28.76%, 36.60%) 		35.90%
(32.08%, 39.92%) 		19.62%
(16.64%, 23.02%)
R - Male - 18 to 34 19.62%
(14.52%, 25.94%) 		34.22%
(27.50%, 41.64%) 		29.46%
(23.20%, 36.62%) 		12.16%
(7.74%, 18.62%) 		4.54%
(2.18%, 9.20%)
R - Male - 35 to 54 17.20%
(13.26%, 22.02%) 		42.60%
(37.32%, 48.04%) 		27.00%
(23.00%, 31.42%) 		8.04%
(5.54%, 11.54%) 		5.16%
(3.26%, 8.10%)
R - Male - 55+ 16.32%
(13.18%, 20.02%) 		34.48%
(30.46%, 38.74%) 		36.36%
(31.84%, 41.14%) 		9.12%
(6.86%, 12.02%) 		3.72%
(2.16%, 6.34%)
R - Female - 18 to 34 12.72%
(7.98%, 19.70%) 		29.58%
(21.54%, 39.10%) 		35.86%
(28.56%, 43.88%) 		16.96%
(11.26%, 24.72%) 		4.88%
(2.32%, 9.98%)
R - Female - 35 to 54 9.70%
(7.10%, 13.14%) 		34.70%
(28.88%, 41.00%) 		37.90%
(32.16%, 44.00%) 		12.92%
(9.26%, 17.76%) 		4.76%
(3.04%, 7.42%)
R - Female - 55+ 14.58%
(11.56%, 18.20%) 		33.10%
(29.20%, 37.26%) 		36.10%
(32.28%, 40.10%) 		11.76%
(9.28%, 14.78%) 		4.48%
(3.06%, 6.48%)
Race
D - White 1.40%
(0.94%, 2.08%) 		15.46%
(13.76%, 17.34%) 		33.06%
(30.56%, 35.66%) 		34.52%
(32.06%, 37.08%) 		15.56%
(13.86%, 17.42%)
D - Non-white 2.06%
(1.44%, 2.94%) 		13.02%
(10.76%, 15.66%) 		31.22%
(28.40%, 34.16%) 		33.92%
(30.64%, 37.34%) 		19.80%
(17.28%, 22.58%)
R - White 14.68%
(13.12%, 16.40%) 		36.84%
(34.50%, 39.26%) 		34.26%
(31.98%, 36.60%) 		10.10%
(8.78%, 11.62%) 		4.10%
(3.18%, 5.28%)
R - Non-white 15.70%
(12.08%, 20.18%) 		28.02%
(23.60%, 32.90%) 		33.78%
(28.42%, 39.58%) 		15.22%
(11.44%, 19.96%) 		7.28%
(4.98%, 10.56%)
Education
D - College Grad 2.00%
(1.34%, 2.98%) 		15.56%
(13.62%, 17.72%) 		31.72%
(29.02%, 34.54%) 		34.40%
(31.92%, 36.96%) 		16.32%
(14.30%, 18.56%)
D - Not college grad 1.52%
(1.04%, 2.24%) 		13.32%
(11.40%, 15.50%) 		32.90%
(30.04%, 35.92%) 		33.72%
(30.84%, 36.70%) 		18.54%
(16.26%, 21.06%)
R - College Grad 14.04%
(11.80%, 16.66%) 		37.74%
(34.04%, 41.58%) 		31.66%
(28.56%, 34.94%) 		12.52%
(10.10%, 15.44%) 		4.02%
(2.78%, 5.80%)
R - Not college grad 15.46%
(13.58%, 17.56%) 		34.00%
(31.22%, 36.90%) 		35.08%
(32.20%, 38.08%) 		10.48%
(8.90%, 12.34%) 		4.96%
(3.80%, 6.42%) 
anes %>% tabtemplate1(V201397, "Income gap today more or less than 20 years ago")
Income gap today more or less than 20 years ago
Count Pct
-Refused 46 0.56%
-Don’t know 12 0.14%
Larger 5,968 72.08%
Smaller 484 5.84%
About the same 1,770 21.38%
Income gap today more or less than 20 years ago
D Voters R Voters
Larger 86.7% 55.3%
Smaller 3.3% 8.4%
About the same 10.0% 36.3%
Income gap today more or less than 20 years ago
Larger Smaller About the same
Vote Intent
D 86.70%
(85.06%, 88.18%) 		3.26%
(2.46%, 4.30%) 		10.04%
(8.76%, 11.50%)
R 55.32%
(53.16%, 57.46%) 		8.40%
(7.22%, 9.72%) 		36.28%
(34.16%, 38.46%)
Gender
D - Male 87.44%
(85.02%, 89.52%) 		3.44%
(2.30%, 5.14%) 		9.12%
(7.30%, 11.32%)
D - Female 86.14%
(84.14%, 87.92%) 		3.08%
(2.18%, 4.34%) 		10.78%
(9.26%, 12.54%)
R - Male 57.28%
(53.78%, 60.70%) 		7.44%
(5.94%, 9.30%) 		35.28%
(32.06%, 38.64%)
R - Female 53.46%
(50.34%, 56.56%) 		9.48%
(7.70%, 11.62%) 		37.04%
(33.98%, 40.22%)
Age and Gender
D - Male - 18 to 34 86.06%
(79.68%, 90.68%) 		4.44%
(2.20%, 8.72%) 		9.50%
(5.98%, 14.76%)
D - Male - 35 to 54 86.96%
(82.92%, 90.14%) 		3.64%
(1.98%, 6.60%) 		9.42%
(6.50%, 13.44%)
D - Male - 55+ 88.76%
(85.56%, 91.32%) 		2.60%
(1.40%, 4.80%) 		8.64%
(6.20%, 11.92%)
D - Female - 18 to 34 82.04%
(76.70%, 86.36%) 		4.78%
(2.50%, 8.94%) 		13.18%
(9.90%, 17.36%)
D - Female - 35 to 54 85.08%
(81.30%, 88.20%) 		2.62%
(1.64%, 4.18%) 		12.30%
(9.32%, 16.08%)
D - Female - 55+ 89.48%
(86.80%, 91.68%) 		2.36%
(1.30%, 4.26%) 		8.16%
(5.98%, 11.02%)
R - Male - 18 to 34 57.76%
(49.46%, 65.66%) 		9.66%
(5.54%, 16.32%) 		32.56%
(25.50%, 40.52%)
R - Male - 35 to 54 56.78%
(51.40%, 62.00%) 		6.78%
(4.58%, 9.92%) 		36.44%
(31.62%, 41.58%)
R - Male - 55+ 57.80%
(52.84%, 62.60%) 		6.98%
(5.00%, 9.70%) 		35.22%
(30.74%, 39.98%)
R - Female - 18 to 34 53.10%
(44.82%, 61.20%) 		12.10%
(7.42%, 19.12%) 		34.82%
(27.08%, 43.44%)
R - Female - 35 to 54 55.76%
(50.34%, 61.06%) 		9.14%
(6.06%, 13.60%) 		35.08%
(30.22%, 40.28%)
R - Female - 55+ 52.98%
(48.72%, 57.22%) 		8.34%
(6.14%, 11.22%) 		38.68%
(34.50%, 43.04%)
Race
D - White 92.28%
(90.84%, 93.50%) 		1.00%
(0.68%, 1.48%) 		6.72%
(5.56%, 8.08%)
D - Non-white 79.76%
(76.52%, 82.66%) 		6.04%
(4.42%, 8.18%) 		14.20%
(11.70%, 17.12%)
R - White 55.24%
(52.98%, 57.48%) 		7.70%
(6.56%, 9.00%) 		37.08%
(34.86%, 39.32%)
R - Non-white 56.34%
(50.86%, 61.68%) 		11.36%
(8.16%, 15.58%) 		32.30%
(27.20%, 37.86%)
Education
D - College Grad 92.48%
(90.66%, 93.96%) 		1.10%
(0.62%, 1.92%) 		6.42%
(5.08%, 8.08%)
D - Not college grad 81.80%
(79.16%, 84.20%) 		5.08%
(3.76%, 6.82%) 		13.10%
(11.10%, 15.42%)
R - College Grad 54.96%
(51.26%, 58.62%) 		8.02%
(6.22%, 10.28%) 		37.02%
(33.40%, 40.78%)
R - Not college grad 55.62%
(52.66%, 58.52%) 		8.52%
(6.98%, 10.36%) 		35.86%
(33.12%, 38.70%) 
anes %>% tabtemplate1(V201400x, "How much larger is income gap today")
How much larger is income gap today
Count Pct
-DK/RF in V201397, V201398 or V201399 61 0.74%
Much larger 4,664 56.34%
Somewhat larger 1,301 15.72%
About the same 1,770 21.38%
Somewhat smaller 364 4.40%
Much smaller 120 1.44%
How much larger is income gap today
D Voters R Voters
Much larger 74.7% 34.6%
Somewhat larger 11.9% 20.7%
About the same 10.0% 36.3%
Somewhat smaller 2.3% 6.4%
Much smaller 1.0% 2.0%
How much larger is income gap today
Much larger Somewhat larger About the same Somewhat smaller Much smaller
Vote Intent
D 74.74%
(72.74%, 76.66%) 		11.94%
(10.64%, 13.38%) 		10.04%
(8.76%, 11.50%) 		2.26%
(1.62%, 3.16%) 		1.00%
(0.66%, 1.48%)
R 34.62%
(32.64%, 36.64%) 		20.70%
(19.04%, 22.48%) 		36.30%
(34.18%, 38.48%) 		6.36%
(5.42%, 7.46%) 		2.00%
(1.42%, 2.84%)
Gender
D - Male 76.66%
(73.90%, 79.22%) 		10.78%
(8.96%, 12.90%) 		9.12%
(7.30%, 11.32%) 		2.36%
(1.40%, 3.92%) 		1.10%
(0.60%, 1.98%)
D - Female 73.22%
(70.58%, 75.70%) 		12.90%
(11.16%, 14.88%) 		10.80%
(9.26%, 12.54%) 		2.16%
(1.42%, 3.26%) 		0.92%
(0.54%, 1.58%)
R - Male 36.34%
(33.02%, 39.80%) 		20.92%
(18.44%, 23.64%) 		35.28%
(32.06%, 38.66%) 		6.00%
(4.82%, 7.48%) 		1.44%
(0.78%, 2.66%)
R - Female 32.82%
(30.04%, 35.74%) 		20.64%
(18.58%, 22.86%) 		37.08%
(34.00%, 40.26%) 		6.82%
(5.38%, 8.62%) 		2.64%
(1.74%, 4.00%)
Age and Gender
D - Male - 18 to 34 76.86%
(70.36%, 82.30%) 		9.20%
(6.08%, 13.70%) 		9.50%
(5.98%, 14.76%) 		3.20%
(1.32%, 7.56%) 		1.24%
(0.42%, 3.62%)
D - Male - 35 to 54 74.24%
(69.56%, 78.44%) 		12.70%
(9.86%, 16.24%) 		9.42%
(6.50%, 13.44%) 		2.80%
(1.38%, 5.60%) 		0.84%
(0.26%, 2.72%)
D - Male - 55+ 78.30%
(74.02%, 82.02%) 		10.46%
(7.86%, 13.80%) 		8.64%
(6.20%, 11.92%) 		1.40%
(0.60%, 3.20%) 		1.22%
(0.46%, 3.10%)
D - Female - 18 to 34 71.98%
(66.04%, 77.24%) 		10.06%
(7.22%, 13.84%) 		13.18%
(9.90%, 17.36%) 		3.64%
(1.68%, 7.72%) 		1.14%
(0.36%, 3.52%)
D - Female - 35 to 54 70.34%
(65.80%, 74.50%) 		14.74%
(11.80%, 18.26%) 		12.30%
(9.32%, 16.08%) 		2.16%
(1.28%, 3.62%) 		0.46%
(0.18%, 1.18%)
D - Female - 55+ 76.30%
(72.26%, 79.92%) 		13.18%
(10.48%, 16.46%) 		8.16%
(5.98%, 11.02%) 		1.30%
(0.60%, 2.82%) 		1.06%
(0.50%, 2.26%)
R - Male - 18 to 34 38.58%
(30.94%, 46.84%) 		19.18%
(13.94%, 25.80%) 		32.56%
(25.50%, 40.52%) 		6.84%
(3.86%, 11.82%) 		2.82%
(0.98%, 7.88%)
R - Male - 35 to 54 35.48%
(30.16%, 41.18%) 		21.30%
(16.70%, 26.78%) 		36.44%
(31.62%, 41.58%) 		6.30%
(4.22%, 9.32%) 		0.46%
(0.14%, 1.48%)
R - Male - 55+ 35.84%
(31.76%, 40.16%) 		21.94%
(18.74%, 25.50%) 		35.24%
(30.76%, 39.98%) 		5.50%
(3.88%, 7.74%) 		1.48%
(0.60%, 3.70%)
R - Female - 18 to 34 36.00%
(28.68%, 44.02%) 		17.10%
(11.78%, 24.16%) 		34.82%
(27.08%, 43.44%) 		8.72%
(4.84%, 15.24%) 		3.36%
(1.26%, 8.64%)
R - Female - 35 to 54 34.02%
(29.10%, 39.32%) 		21.80%
(18.20%, 25.90%) 		35.12%
(30.26%, 40.32%) 		5.98%
(3.76%, 9.36%) 		3.08%
(1.34%, 6.90%)
R - Female - 55+ 31.54%
(27.74%, 35.62%) 		21.44%
(18.26%, 25.00%) 		38.68%
(34.50%, 43.04%) 		5.96%
(4.14%, 8.52%) 		2.38%
(1.24%, 4.48%)
Race
D - White 80.08%
(77.82%, 82.18%) 		12.20%
(10.64%, 13.92%) 		6.72%
(5.58%, 8.08%) 		0.78%
(0.48%, 1.22%) 		0.22%
(0.10%, 0.56%)
D - Non-white 68.06%
(64.44%, 71.48%) 		11.70%
(9.60%, 14.20%) 		14.20%
(11.70%, 17.12%) 		4.12%
(2.80%, 6.04%) 		1.90%
(1.20%, 3.02%)
R - White 32.98%
(30.98%, 35.04%) 		22.26%
(20.40%, 24.22%) 		37.10%
(34.88%, 39.36%) 		6.10%
(5.10%, 7.28%) 		1.58%
(1.00%, 2.44%)
R - Non-white 42.54%
(37.10%, 48.16%) 		13.82%
(10.24%, 18.38%) 		32.30%
(27.20%, 37.86%) 		7.34%
(5.00%, 10.66%) 		4.02%
(2.12%, 7.52%)
Education
D - College Grad 80.64%
(78.30%, 82.78%) 		11.84%
(10.16%, 13.74%) 		6.42%
(5.08%, 8.08%) 		0.72%
(0.36%, 1.44%) 		0.38%
(0.18%, 0.86%)
D - Not college grad 69.60%
(66.68%, 72.38%) 		12.20%
(10.40%, 14.28%) 		13.10%
(11.10%, 15.42%) 		3.58%
(2.52%, 5.06%) 		1.52%
(0.96%, 2.36%)
R - College Grad 32.70%
(29.50%, 36.06%) 		22.28%
(19.34%, 25.52%) 		37.02%
(33.40%, 40.78%) 		6.32%
(4.82%, 8.26%) 		1.70%
(0.82%, 3.52%)
R - Not college grad 35.84%
(33.18%, 38.58%) 		19.78%
(17.70%, 22.02%) 		35.88%
(33.14%, 38.72%) 		6.38%
(5.10%, 7.96%) 		2.12%
(1.42%, 3.16%) 
anes %>% tabtemplate1(V201502, "How much better or worse off financially than 1 year ago")
How much better or worse off financially than 1 year ago
Count Pct
-Refused 21 0.26%
-Don’t know 0 0.00%
Much better off 692 8.36%
Somewhat better off 1,478 17.86%
About the same 4,168 50.34%
Somewhat worse off 1,370 16.54%
Much worse off 550 6.64%
How much better or worse off financially than 1 year ago
D Voters R Voters
Much better off 5.5% 12.9%
Somewhat better off 14.7% 22.2%
About the same 53.0% 48.3%
Somewhat worse off 19.0% 12.4%
Much worse off 7.9% 4.2%
How much better or worse off financially than 1 year ago
Much better off Somewhat better off About the same Somewhat worse off Much worse off
Vote Intent
D 5.46%
(4.54%, 6.54%) 		14.72%
(13.44%, 16.08%) 		52.96%
(50.64%, 55.26%) 		18.96%
(17.30%, 20.74%) 		7.90%
(6.74%, 9.24%)
R 12.92%
(11.36%, 14.66%) 		22.22%
(20.26%, 24.34%) 		48.28%
(45.80%, 50.76%) 		12.42%
(11.06%, 13.92%) 		4.16%
(3.32%, 5.20%)
Gender
D - Male 6.36%
(4.94%, 8.14%) 		14.68%
(12.82%, 16.76%) 		52.70%
(49.10%, 56.28%) 		18.14%
(15.62%, 20.98%) 		8.12%
(6.44%, 10.18%)
D - Female 4.70%
(3.68%, 5.98%) 		14.74%
(13.06%, 16.62%) 		53.14%
(50.10%, 56.14%) 		19.76%
(17.54%, 22.16%) 		7.68%
(6.24%, 9.42%)
R - Male 14.62%
(12.40%, 17.18%) 		24.38%
(21.46%, 27.54%) 		46.78%
(43.50%, 50.08%) 		10.50%
(8.62%, 12.70%) 		3.72%
(2.62%, 5.28%)
R - Female 11.02%
(9.10%, 13.30%) 		19.82%
(17.24%, 22.70%) 		49.98%
(46.32%, 53.64%) 		14.58%
(12.64%, 16.74%) 		4.60%
(3.42%, 6.14%)
Age and Gender
D - Male - 18 to 34 10.48%
(6.98%, 15.42%) 		17.26%
(12.92%, 22.66%) 		48.60%
(41.10%, 56.16%) 		16.74%
(11.10%, 24.44%) 		6.94%
(4.38%, 10.80%)
D - Male - 35 to 54 5.20%
(3.54%, 7.60%) 		16.08%
(12.88%, 19.88%) 		51.28%
(45.86%, 56.68%) 		18.62%
(15.04%, 22.80%) 		8.82%
(6.20%, 12.44%)
D - Male - 55+ 4.52%
(2.76%, 7.36%) 		11.58%
(9.14%, 14.58%) 		57.40%
(52.14%, 62.50%) 		18.50%
(15.08%, 22.50%) 		7.98%
(5.44%, 11.60%)
D - Female - 18 to 34 7.80%
(5.44%, 11.08%) 		16.72%
(13.08%, 21.16%) 		43.14%
(37.20%, 49.28%) 		23.78%
(18.88%, 29.46%) 		8.56%
(5.70%, 12.64%)
D - Female - 35 to 54 3.82%
(2.46%, 5.88%) 		18.40%
(15.08%, 22.26%) 		51.28%
(46.60%, 55.96%) 		19.22%
(16.00%, 22.92%) 		7.26%
(5.12%, 10.20%)
D - Female - 55+ 3.48%
(2.22%, 5.38%) 		11.00%
(8.58%, 14.02%) 		60.28%
(55.60%, 64.78%) 		17.70%
(14.62%, 21.26%) 		7.54%
(5.38%, 10.46%)
R - Male - 18 to 34 19.20%
(13.94%, 25.82%) 		19.82%
(14.84%, 25.94%) 		44.98%
(37.66%, 52.52%) 		10.00%
(6.38%, 15.32%) 		6.02%
(2.78%, 12.54%)
R - Male - 35 to 54 14.42%
(10.58%, 19.36%) 		23.86%
(19.28%, 29.16%) 		45.06%
(39.92%, 50.30%) 		13.40%
(9.76%, 18.12%) 		3.26%
(1.90%, 5.50%)
R - Male - 55+ 12.36%
(9.54%, 15.84%) 		26.88%
(22.58%, 31.66%) 		48.76%
(43.86%, 53.68%) 		8.84%
(6.76%, 11.50%) 		3.16%
(2.00%, 4.96%)
R - Female - 18 to 34 16.14%
(10.26%, 24.48%) 		19.68%
(13.64%, 27.54%) 		39.80%
(31.94%, 48.24%) 		17.70%
(12.30%, 24.80%) 		6.68%
(4.04%, 10.86%)
R - Female - 35 to 54 9.94%
(6.74%, 14.42%) 		21.48%
(16.70%, 27.16%) 		47.06%
(40.66%, 53.54%) 		17.96%
(13.84%, 22.98%) 		3.56%
(2.10%, 5.98%)
R - Female - 55+ 9.28%
(6.94%, 12.30%) 		18.80%
(15.42%, 22.70%) 		55.66%
(50.50%, 60.68%) 		11.22%
(8.70%, 14.36%) 		5.04%
(3.38%, 7.48%)
Race
D - White 5.42%
(4.30%, 6.84%) 		14.90%
(13.24%, 16.74%) 		53.84%
(50.78%, 56.86%) 		18.84%
(16.78%, 21.06%) 		7.00%
(5.44%, 8.98%)
D - Non-white 5.58%
(4.18%, 7.40%) 		14.46%
(12.40%, 16.78%) 		51.94%
(48.66%, 55.20%) 		18.98%
(16.38%, 21.88%) 		9.06%
(7.34%, 11.12%)
R - White 12.40%
(10.68%, 14.36%) 		22.76%
(20.64%, 25.02%) 		49.18%
(46.46%, 51.90%) 		11.66%
(10.30%, 13.14%) 		4.02%
(3.16%, 5.10%)
R - Non-white 15.38%
(11.40%, 20.44%) 		19.96%
(15.46%, 25.40%) 		43.54%
(37.50%, 49.78%) 		16.30%
(12.18%, 21.44%) 		4.80%
(2.82%, 8.10%)
Education
D - College Grad 6.84%
(5.52%, 8.44%) 		17.10%
(15.00%, 19.44%) 		55.30%
(52.12%, 58.42%) 		16.20%
(14.20%, 18.42%) 		4.56%
(3.54%, 5.86%)
D - Not college grad 4.38%
(3.28%, 5.82%) 		12.84%
(11.26%, 14.60%) 		51.26%
(47.88%, 54.64%) 		20.98%
(18.60%, 23.60%) 		10.54%
(8.64%, 12.80%)
R - College Grad 14.78%
(12.16%, 17.86%) 		27.36%
(24.40%, 30.54%) 		46.10%
(42.52%, 49.72%) 		9.92%
(7.74%, 12.64%) 		1.84%
(1.24%, 2.68%)
R - Not college grad 11.98%
(10.08%, 14.16%) 		19.82%
(17.50%, 22.34%) 		49.64%
(46.56%, 52.72%) 		13.48%
(11.86%, 15.28%) 		5.10%
(3.98%, 6.54%) 
anes %>% tabtemplate1(V201503, "How much better or worse off financially next year")
How much better or worse off financially next year
Count Pct
-Refused 38 0.46%
-Don’t know 14 0.18%
Much better off 822 9.92%
Somewhat better off 2,347 28.34%
About the same, 4,166 50.32%
Somewhat worse off 669 8.08%
Much worse off 224 2.70%
How much better or worse off financially next year
D Voters R Voters
Much better off 7.6% 13.5%
Somewhat better off 26.1% 32.1%
About the same, 54.0% 47.1%
Somewhat worse off 9.5% 5.5%
Much worse off 2.8% 1.8%
How much better or worse off financially next year
Much better off Somewhat better off About the same, Somewhat worse off Much worse off
Vote Intent
D 7.62%
(6.60%, 8.78%) 		26.10%
(24.34%, 27.96%) 		53.96%
(51.80%, 56.12%) 		9.52%
(8.30%, 10.88%) 		2.80%
(2.14%, 3.68%)
R 13.54%
(12.04%, 15.20%) 		32.12%
(30.20%, 34.08%) 		47.12%
(44.90%, 49.36%) 		5.46%
(4.62%, 6.44%) 		1.76%
(1.24%, 2.48%)
Gender
D - Male 7.08%
(5.58%, 8.94%) 		28.12%
(25.54%, 30.84%) 		52.50%
(49.32%, 55.66%) 		9.14%
(7.56%, 10.98%) 		3.16%
(2.08%, 4.76%)
D - Female 8.06%
(6.68%, 9.70%) 		24.54%
(22.30%, 26.92%) 		55.24%
(52.50%, 57.94%) 		9.76%
(8.10%, 11.70%) 		2.42%
(1.70%, 3.44%)
R - Male 14.66%
(12.60%, 17.00%) 		35.06%
(32.14%, 38.08%) 		44.18%
(41.18%, 47.22%) 		4.38%
(3.54%, 5.40%) 		1.72%
(0.98%, 3.00%)
R - Female 12.16%
(10.14%, 14.50%) 		29.14%
(26.42%, 32.04%) 		50.22%
(46.58%, 53.86%) 		6.66%
(5.28%, 8.38%) 		1.82%
(1.20%, 2.76%)
Age and Gender
D - Male - 18 to 34 7.64%
(4.96%, 11.60%) 		37.00%
(31.10%, 43.34%) 		45.84%
(39.66%, 52.16%) 		6.52%
(3.72%, 11.22%) 		2.98%
(1.30%, 6.68%)
D - Male - 35 to 54 7.86%
(5.50%, 11.12%) 		28.68%
(23.96%, 33.90%) 		48.66%
(43.40%, 53.98%) 		10.48%
(7.42%, 14.62%) 		4.30%
(2.26%, 8.02%)
D - Male - 55+ 6.14%
(4.02%, 9.26%) 		20.76%
(17.04%, 25.04%) 		60.98%
(56.16%, 65.60%) 		10.00%
(7.44%, 13.30%) 		2.14%
(1.34%, 3.40%)
D - Female - 18 to 34 11.96%
(8.90%, 15.90%) 		35.66%
(30.50%, 41.18%) 		41.44%
(35.36%, 47.80%) 		7.04%
(4.34%, 11.22%) 		3.90%
(2.02%, 7.36%)
D - Female - 35 to 54 6.76%
(4.78%, 9.46%) 		26.22%
(22.28%, 30.58%) 		51.34%
(46.16%, 56.48%) 		13.44%
(10.08%, 17.68%) 		2.26%
(1.42%, 3.56%)
D - Female - 55+ 6.44%
(4.54%, 9.06%) 		16.58%
(13.62%, 20.04%) 		66.66%
(62.44%, 70.64%) 		8.74%
(6.96%, 10.90%) 		1.60%
(0.86%, 2.92%)
R - Male - 18 to 34 22.00%
(16.40%, 28.86%) 		31.64%
(24.96%, 39.16%) 		40.08%
(33.36%, 47.20%) 		3.34%
(1.30%, 8.28%) 		2.96%
(1.02%, 8.20%)
R - Male - 35 to 54 14.18%
(10.38%, 19.06%) 		40.60%
(34.96%, 46.50%) 		38.22%
(32.46%, 44.32%) 		4.98%
(3.08%, 7.98%) 		2.02%
(0.80%, 4.98%)
R - Male - 55+ 11.36%
(9.22%, 13.90%) 		33.66%
(29.36%, 38.24%) 		49.82%
(45.58%, 54.06%) 		4.40%
(3.28%, 5.88%) 		0.78%
(0.28%, 2.10%)
R - Female - 18 to 34 22.52%
(16.26%, 30.30%) 		29.14%
(22.16%, 37.28%) 		38.44%
(30.68%, 46.84%) 		8.30%
(4.72%, 14.20%) 		1.60%
(0.54%, 4.58%)
R - Female - 35 to 54 9.22%
(6.36%, 13.20%) 		34.40%
(28.70%, 40.58%) 		49.56%
(43.52%, 55.62%) 		5.22%
(3.54%, 7.62%) 		1.62%
(0.78%, 3.32%)
R - Female - 55+ 9.62%
(7.02%, 13.06%) 		24.58%
(21.06%, 28.50%) 		55.92%
(50.78%, 60.96%) 		7.64%
(5.50%, 10.56%) 		2.22%
(1.24%, 3.96%)
Race
D - White 4.42%
(3.40%, 5.72%) 		24.28%
(22.04%, 26.68%) 		58.34%
(55.88%, 60.76%) 		10.36%
(8.82%, 12.14%) 		2.60%
(1.86%, 3.62%)
D - Non-white 11.42%
(9.52%, 13.64%) 		28.70%
(25.82%, 31.76%) 		48.32%
(44.72%, 51.96%) 		8.46%
(6.68%, 10.64%) 		3.10%
(2.04%, 4.70%)
R - White 12.34%
(10.70%, 14.18%) 		32.26%
(30.14%, 34.46%) 		48.38%
(45.78%, 51.02%) 		5.50%
(4.58%, 6.58%) 		1.52%
(1.06%, 2.20%)
R - Non-white 18.94%
(14.88%, 23.80%) 		31.82%
(26.56%, 37.58%) 		40.84%
(35.66%, 46.24%) 		5.52%
(3.24%, 9.26%) 		2.86%
(1.30%, 6.20%)
Education
D - College Grad 6.16%
(4.86%, 7.76%) 		28.02%
(25.34%, 30.86%) 		54.08%
(50.98%, 57.14%) 		9.90%
(8.38%, 11.64%) 		1.86%
(1.22%, 2.84%)
D - Not college grad 8.90%
(7.38%, 10.70%) 		24.42%
(21.94%, 27.10%) 		53.92%
(50.56%, 57.22%) 		9.12%
(7.56%, 10.96%) 		3.64%
(2.58%, 5.12%)
R - College Grad 12.88%
(10.60%, 15.58%) 		35.66%
(32.12%, 39.38%) 		46.26%
(42.44%, 50.10%) 		4.68%
(3.56%, 6.12%) 		0.50%
(0.28%, 0.94%)
R - Not college grad 13.76%
(12.00%, 15.74%) 		30.68%
(28.16%, 33.32%) 		47.44%
(44.50%, 50.38%) 		5.78%
(4.68%, 7.14%) 		2.34%
(1.62%, 3.38%)

Abortion

anes %>% tabtemplate1(V201336, "Abortion: Self-placement")
Abortion: Self-placement
Count Pct
-Refused 53 0.64%
-Don’t know 1 0.00%
By law, abortion should never be permitted 912 11.02%
The law should permit abortion only in case of rape, incest, or when the woma 1,991 24.06%
The law should permit abortion other than for rape/incest/danger to woman but 1,016 12.28%
By law, a woman should always be able to obtain an abortion as a matter of pe 4,005 48.38%
Other {SPECIFY} 301 3.64%
Abortion: Self-placement
D Voters R Voters
By law, abortion should never be permitted 4.1% 19.4%
The law should permit abortion only in case of rape, incest, or when the woma 12.1% 40.3%
The law should permit abortion other than for rape/incest/danger to woman but 10.3% 13.8%
By law, a woman should always be able to obtain an abortion as a matter of pe 70.9% 22.5%
Other {SPECIFY} 2.6% 4.0%
Abortion: Self-placement
By law, abortion should never be permitted The law should permit abortion only in case of rape, incest, or when the woma The law should permit abortion other than for rape/incest/danger to woman but By law, a woman should always be able to obtain an abortion as a matter of pe Other {SPECIFY}
Vote Intent
D 4.10%
(3.30%, 5.10%) 		12.10%
(10.70%, 13.62%) 		10.32%
(9.18%, 11.58%) 		70.86%
(69.02%, 72.64%) 		2.62%
(2.04%, 3.36%)
R 19.38%
(17.80%, 21.06%) 		40.30%
(37.84%, 42.82%) 		13.84%
(12.28%, 15.54%) 		22.46%
(20.66%, 24.34%) 		4.04%
(3.20%, 5.08%)
Gender
D - Male 3.10%
(2.22%, 4.30%) 		12.50%
(10.26%, 15.14%) 		11.12%
(9.42%, 13.08%) 		71.12%
(68.28%, 73.80%) 		2.18%
(1.52%, 3.14%)
D - Female 4.94%
(3.80%, 6.38%) 		11.84%
(10.10%, 13.86%) 		9.64%
(8.10%, 11.44%) 		70.58%
(67.98%, 73.04%) 		3.00%
(2.22%, 4.06%)
R - Male 18.22%
(15.88%, 20.80%) 		41.52%
(38.14%, 44.98%) 		15.38%
(13.24%, 17.78%) 		21.58%
(19.28%, 24.06%) 		3.32%
(2.34%, 4.72%)
R - Female 20.48%
(17.98%, 23.26%) 		39.16%
(35.98%, 42.42%) 		12.18%
(10.30%, 14.36%) 		23.34%
(20.48%, 26.46%) 		4.84%
(3.56%, 6.52%)
Age and Gender
D - Male - 18 to 34 1.70%
(0.68%, 4.22%) 		10.84%
(6.78%, 16.92%) 		10.16%
(6.36%, 15.86%) 		75.36%
(68.80%, 80.92%) 		1.94%
(0.78%, 4.68%)
D - Male - 35 to 54 3.70%
(2.08%, 6.52%) 		12.70%
(9.20%, 17.30%) 		9.44%
(6.86%, 12.82%) 		72.58%
(67.88%, 76.84%) 		1.58%
(0.78%, 3.14%)
D - Male - 55+ 3.64%
(2.24%, 5.84%) 		13.18%
(9.96%, 17.22%) 		13.26%
(10.50%, 16.64%) 		66.84%
(61.70%, 71.62%) 		3.08%
(2.02%, 4.66%)
D - Female - 18 to 34 4.24%
(2.44%, 7.30%) 		8.30%
(5.42%, 12.48%) 		7.84%
(5.06%, 11.94%) 		77.82%
(72.46%, 82.38%) 		1.82%
(0.84%, 3.86%)
D - Female - 35 to 54 4.40%
(2.68%, 7.16%) 		12.24%
(9.16%, 16.18%) 		10.10%
(7.40%, 13.64%) 		70.50%
(65.74%, 74.86%) 		2.74%
(1.40%, 5.36%)
D - Female - 55+ 5.28%
(3.44%, 8.00%) 		13.74%
(10.88%, 17.20%) 		10.60%
(8.26%, 13.50%) 		66.44%
(62.58%, 70.08%) 		3.96%
(2.58%, 6.04%)
R - Male - 18 to 34 15.02%
(9.86%, 22.22%) 		43.16%
(35.76%, 50.86%) 		11.12%
(7.48%, 16.22%) 		30.14%
(23.24%, 38.06%) 		0.56%
(0.12%, 2.44%)
R - Male - 35 to 54 19.64%
(15.86%, 24.08%) 		35.34%
(29.80%, 41.30%) 		15.42%
(12.06%, 19.50%) 		24.76%
(20.20%, 29.96%) 		4.84%
(2.72%, 8.48%)
R - Male - 55+ 17.98%
(15.14%, 21.20%) 		44.66%
(39.94%, 49.46%) 		17.52%
(14.38%, 21.16%) 		16.12%
(13.06%, 19.76%) 		3.72%
(2.22%, 6.18%)
R - Female - 18 to 34 20.66%
(13.86%, 29.66%) 		34.82%
(27.68%, 42.72%) 		11.42%
(7.36%, 17.32%) 		26.52%
(19.72%, 34.66%) 		6.58%
(3.98%, 10.70%)
R - Female - 35 to 54 21.74%
(17.58%, 26.58%) 		37.78%
(32.06%, 43.86%) 		10.62%
(7.56%, 14.72%) 		26.64%
(21.92%, 31.96%) 		3.22%
(1.84%, 5.58%)
R - Female - 55+ 20.38%
(17.54%, 23.54%) 		42.36%
(37.94%, 46.92%) 		13.98%
(11.22%, 17.28%) 		18.54%
(15.38%, 22.18%) 		4.74%
(3.06%, 7.26%)
Race
D - White 1.96%
(1.36%, 2.82%) 		8.72%
(7.28%, 10.40%) 		10.24%
(8.90%, 11.76%) 		76.16%
(74.00%, 78.20%) 		2.92%
(2.04%, 4.16%)
D - Non-white 6.58%
(5.08%, 8.48%) 		16.40%
(14.06%, 19.04%) 		10.50%
(8.76%, 12.54%) 		64.44%
(61.56%, 67.22%) 		2.08%
(1.48%, 2.94%)
R - White 18.98%
(17.22%, 20.88%) 		40.92%
(38.46%, 43.44%) 		14.48%
(12.82%, 16.32%) 		21.40%
(19.46%, 23.48%) 		4.20%
(3.20%, 5.48%)
R - Non-white 21.04%
(16.40%, 26.56%) 		37.22%
(31.10%, 43.80%) 		11.02%
(8.08%, 14.88%) 		27.46%
(22.62%, 32.90%) 		3.26%
(1.94%, 5.42%)
Education
D - College Grad 2.30%
(1.60%, 3.32%) 		6.42%
(5.10%, 8.02%) 		9.76%
(8.18%, 11.58%) 		77.92%
(75.36%, 80.28%) 		3.62%
(2.58%, 5.04%)
D - Not college grad 5.52%
(4.22%, 7.20%) 		16.78%
(14.60%, 19.22%) 		10.60%
(9.18%, 12.22%) 		65.28%
(62.50%, 67.94%) 		1.80%
(1.28%, 2.54%)
R - College Grad 18.78%
(16.02%, 21.92%) 		36.22%
(32.54%, 40.08%) 		17.32%
(14.86%, 20.10%) 		22.34%
(18.98%, 26.14%) 		5.32%
(3.70%, 7.58%)
R - Not college grad 19.58%
(17.52%, 21.84%) 		41.90%
(38.86%, 45.00%) 		12.46%
(10.62%, 14.56%) 		22.56%
(20.40%, 24.90%) 		3.48%
(2.58%, 4.70%) 
anes %>% tabtemplate1(V201337, "Importance of abortion issue")
Importance of abortion issue
Count Pct
-Refused 34 0.42%
-Don’t know 0 0.00%
Not at all important 386 4.66%
Not too important 1,080 13.04%
Somewhat important 2,265 27.36%
Very important 2,225 26.88%
Extremely important 2,289 27.64%
Importance of abortion issue
D Voters R Voters
Not at all important 3.7% 4.5%
Not too important 11.9% 13.9%
Somewhat important 28.4% 25.5%
Very important 28.4% 26.6%
Extremely important 27.5% 29.6%
Importance of abortion issue
Not at all important Not too important Somewhat important Very important Extremely important
Vote Intent
D 3.72%
(3.04%, 4.54%) 		11.90%
(10.58%, 13.36%) 		28.44%
(26.66%, 30.30%) 		28.42%
(26.42%, 30.50%) 		27.52%
(25.70%, 29.42%)
R 4.46%
(3.72%, 5.34%) 		13.88%
(12.44%, 15.48%) 		25.52%
(23.66%, 27.48%) 		26.56%
(24.60%, 28.64%) 		29.56%
(27.64%, 31.56%)
Gender
D - Male 4.42%
(3.38%, 5.74%) 		16.10%
(13.90%, 18.58%) 		32.50%
(29.60%, 35.56%) 		27.74%
(24.78%, 30.92%) 		19.24%
(16.74%, 22.00%)
D - Female 3.14%
(2.20%, 4.48%) 		8.30%
(6.98%, 9.84%) 		25.22%
(23.04%, 27.54%) 		29.04%
(26.76%, 31.42%) 		34.30%
(31.72%, 36.98%)
R - Male 5.82%
(4.50%, 7.50%) 		17.38%
(15.20%, 19.78%) 		26.80%
(24.28%, 29.50%) 		23.66%
(21.00%, 26.56%) 		26.32%
(23.76%, 29.08%)
R - Female 3.02%
(2.26%, 4.00%) 		10.16%
(8.42%, 12.24%) 		24.06%
(21.44%, 26.90%) 		29.74%
(26.70%, 32.98%) 		33.02%
(30.08%, 36.08%)
Age and Gender
D - Male - 18 to 34 5.88%
(3.42%, 9.92%) 		17.76%
(12.96%, 23.84%) 		29.34%
(23.26%, 36.26%) 		25.60%
(19.92%, 32.22%) 		21.42%
(16.50%, 27.34%)
D - Male - 35 to 54 4.46%
(2.82%, 6.98%) 		14.84%
(11.40%, 19.08%) 		30.76%
(25.98%, 36.00%) 		28.32%
(24.02%, 33.04%) 		21.64%
(17.10%, 27.00%)
D - Male - 55+ 3.30%
(1.90%, 5.66%) 		16.06%
(12.66%, 20.16%) 		36.28%
(31.52%, 41.32%) 		29.04%
(24.92%, 33.52%) 		15.32%
(11.94%, 19.46%)
D - Female - 18 to 34 2.98%
(1.32%, 6.58%) 		5.00%
(2.96%, 8.30%) 		18.34%
(13.80%, 23.96%) 		24.78%
(20.36%, 29.84%) 		48.90%
(42.78%, 55.04%)
D - Female - 35 to 54 2.82%
(1.60%, 4.92%) 		8.28%
(6.06%, 11.20%) 		27.22%
(23.32%, 31.48%) 		27.00%
(23.16%, 31.22%) 		34.70%
(30.52%, 39.14%)
D - Female - 55+ 3.46%
(1.96%, 6.06%) 		10.88%
(8.60%, 13.68%) 		28.18%
(24.58%, 32.08%) 		33.44%
(29.60%, 37.50%) 		24.04%
(21.00%, 27.38%)
R - Male - 18 to 34 7.34%
(4.12%, 12.74%) 		17.90%
(13.04%, 24.08%) 		29.84%
(23.06%, 37.62%) 		22.50%
(16.68%, 29.62%) 		22.42%
(16.64%, 29.50%)
R - Male - 35 to 54 8.16%
(5.52%, 11.92%) 		17.78%
(14.06%, 22.22%) 		27.68%
(23.46%, 32.34%) 		21.78%
(17.54%, 26.74%) 		24.58%
(20.30%, 29.44%)
R - Male - 55+ 3.44%
(2.22%, 5.28%) 		16.72%
(13.90%, 19.98%) 		24.82%
(21.40%, 28.60%) 		25.38%
(21.38%, 29.86%) 		29.62%
(25.74%, 33.80%)
R - Female - 18 to 34 2.54%
(1.02%, 6.22%) 		4.26%
(2.36%, 7.56%) 		29.62%
(23.24%, 36.90%) 		29.86%
(22.54%, 38.40%) 		33.72%
(26.46%, 41.84%)
R - Female - 35 to 54 2.58%
(1.36%, 4.86%) 		10.30%
(7.28%, 14.36%) 		25.78%
(21.10%, 31.06%) 		31.00%
(25.64%, 36.96%) 		30.36%
(25.32%, 35.90%)
R - Female - 55+ 3.78%
(2.52%, 5.64%) 		11.54%
(8.84%, 14.90%) 		21.48%
(17.96%, 25.46%) 		28.52%
(24.50%, 32.90%) 		34.70%
(30.76%, 38.84%)
Race
D - White 2.96%
(2.10%, 4.18%) 		11.50%
(9.94%, 13.28%) 		27.10%
(24.92%, 29.38%) 		30.34%
(28.02%, 32.74%) 		28.10%
(25.86%, 30.46%)
D - Non-white 4.60%
(3.32%, 6.34%) 		12.42%
(9.92%, 15.42%) 		30.18%
(27.04%, 33.52%) 		26.18%
(23.02%, 29.64%) 		26.62%
(23.66%, 29.78%)
R - White 4.66%
(3.80%, 5.72%) 		14.20%
(12.56%, 16.00%) 		25.18%
(23.26%, 27.20%) 		26.78%
(24.54%, 29.14%) 		29.18%
(27.06%, 31.40%)
R - Non-white 3.62%
(2.16%, 6.00%) 		12.20%
(8.88%, 16.56%) 		26.88%
(21.76%, 32.68%) 		25.66%
(20.94%, 31.00%) 		31.66%
(26.42%, 37.42%)
Education
D - College Grad 2.72%
(1.98%, 3.72%) 		10.56%
(8.96%, 12.42%) 		28.16%
(25.98%, 30.44%) 		29.84%
(27.48%, 32.32%) 		28.72%
(26.30%, 31.28%)
D - Not college grad 4.54%
(3.38%, 6.06%) 		13.14%
(11.12%, 15.48%) 		28.66%
(26.06%, 31.40%) 		27.18%
(24.42%, 30.10%) 		26.48%
(23.88%, 29.24%)
R - College Grad 4.86%
(3.62%, 6.48%) 		14.24%
(11.70%, 17.22%) 		25.38%
(22.24%, 28.82%) 		26.34%
(23.32%, 29.62%) 		29.18%
(25.80%, 32.80%)
R - Not college grad 4.40%
(3.44%, 5.62%) 		13.64%
(11.90%, 15.60%) 		25.64%
(23.40%, 28.00%) 		26.74%
(24.22%, 29.42%) 		29.58%
(26.98%, 32.32%) 
anes %>% tabtemplate1(V201338, "Abortion: Democratic Presidential candidate placement")
Abortion: Democratic Presidential candidate placement
Count Pct
-Refused 217 2.62%
-Don’t know 42 0.52%
By law, abortion should never be permitted 481 5.82%
The law should permit abortion only in case of rape, incest, or when the woma 816 9.86%
The law should permit abortion other than for rape/incest/danger to woman but 1,295 15.64%
By law, a woman should always be able to obtain an abortion as a matter of pe 5,428 65.56%
Abortion: Democratic Presidential candidate placement
D Voters R Voters
By law, abortion should never be permitted 3.2% 7.9%
The law should permit abortion only in case of rape, incest, or when the woma 11.6% 6.6%
The law should permit abortion other than for rape/incest/danger to woman but 21.7% 9.0%
By law, a woman should always be able to obtain an abortion as a matter of pe 63.5% 76.5%
Abortion: Democratic Presidential candidate placement
By law, abortion should never be permitted The law should permit abortion only in case of rape, incest, or when the woma The law should permit abortion other than for rape/incest/danger to woman but By law, a woman should always be able to obtain an abortion as a matter of pe
Vote Intent
D 3.20%
(2.50%, 4.06%) 		11.60%
(10.34%, 13.00%) 		21.68%
(19.94%, 23.52%) 		63.54%
(61.54%, 65.50%)
R 7.86%
(6.54%, 9.40%) 		6.62%
(5.52%, 7.92%) 		8.98%
(7.84%, 10.28%) 		76.54%
(74.48%, 78.48%)
Gender
D - Male 2.60%
(1.80%, 3.74%) 		10.86%
(8.92%, 13.14%) 		23.46%
(20.74%, 26.42%) 		63.08%
(59.72%, 66.32%)
D - Female 3.70%
(2.82%, 4.86%) 		12.30%
(10.88%, 13.88%) 		20.20%
(18.04%, 22.52%) 		63.80%
(61.28%, 66.24%)
R - Male 7.60%
(5.72%, 10.02%) 		6.44%
(4.98%, 8.28%) 		9.38%
(7.58%, 11.56%) 		76.58%
(73.62%, 79.32%)
R - Female 8.18%
(6.42%, 10.36%) 		6.70%
(5.18%, 8.62%) 		8.62%
(6.98%, 10.62%) 		76.48%
(73.58%, 79.14%)
Age and Gender
D - Male - 18 to 34 2.60%
(1.22%, 5.44%) 		7.78%
(4.18%, 14.06%) 		29.58%
(23.84%, 36.06%) 		60.04%
(52.68%, 66.96%)
D - Male - 35 to 54 3.02%
(1.64%, 5.54%) 		11.80%
(8.56%, 16.06%) 		17.32%
(13.86%, 21.44%) 		67.84%
(62.74%, 72.54%)
D - Male - 55+ 2.34%
(1.32%, 4.12%) 		12.32%
(9.64%, 15.58%) 		24.52%
(20.30%, 29.28%) 		60.84%
(55.40%, 66.02%)
D - Female - 18 to 34 3.90%
(2.12%, 7.06%) 		10.28%
(7.12%, 14.60%) 		23.92%
(19.00%, 29.66%) 		61.90%
(55.72%, 67.72%)
D - Female - 35 to 54 2.76%
(1.46%, 5.14%) 		11.42%
(8.60%, 15.02%) 		17.20%
(14.04%, 20.86%) 		68.64%
(63.64%, 73.24%)
D - Female - 55+ 4.24%
(2.56%, 6.94%) 		14.46%
(11.82%, 17.58%) 		19.54%
(16.24%, 23.32%) 		61.74%
(57.82%, 65.52%)
R - Male - 18 to 34 5.88%
(3.00%, 11.20%) 		6.48%
(3.54%, 11.58%) 		15.02%
(10.46%, 21.08%) 		72.62%
(65.62%, 78.66%)
R - Male - 35 to 54 9.64%
(6.20%, 14.70%) 		6.14%
(3.66%, 10.14%) 		10.06%
(6.96%, 14.34%) 		74.16%
(68.20%, 79.32%)
R - Male - 55+ 6.80%
(4.72%, 9.72%) 		6.72%
(4.94%, 9.08%) 		6.40%
(4.02%, 10.06%) 		80.06%
(75.48%, 83.96%)
R - Female - 18 to 34 11.18%
(7.04%, 17.30%) 		10.04%
(5.80%, 16.82%) 		9.92%
(5.70%, 16.70%) 		68.88%
(61.30%, 75.56%)
R - Female - 35 to 54 9.92%
(6.84%, 14.18%) 		5.76%
(3.56%, 9.16%) 		7.84%
(5.44%, 11.14%) 		76.50%
(70.94%, 81.26%)
R - Female - 55+ 6.58%
(4.78%, 9.00%) 		5.42%
(3.80%, 7.68%) 		8.76%
(6.38%, 11.90%) 		79.24%
(75.44%, 82.60%)
Race
D - White 1.14%
(0.72%, 1.78%) 		8.66%
(7.30%, 10.24%) 		21.90%
(19.72%, 24.24%) 		68.32%
(65.86%, 70.68%)
D - Non-white 5.58%
(4.18%, 7.44%) 		15.30%
(12.96%, 17.96%) 		21.34%
(18.74%, 24.20%) 		57.76%
(54.24%, 61.22%)
R - White 7.14%
(5.96%, 8.50%) 		5.88%
(4.80%, 7.20%) 		8.14%
(6.90%, 9.56%) 		78.86%
(76.82%, 80.74%)
R - Non-white 11.06%
(7.52%, 16.00%) 		9.82%
(6.62%, 14.30%) 		12.66%
(8.88%, 17.72%) 		66.48%
(60.28%, 72.14%)
Education
D - College Grad 1.00%
(0.64%, 1.56%) 		5.94%
(4.80%, 7.34%) 		19.14%
(16.86%, 21.62%) 		73.94%
(71.26%, 76.46%)
D - Not college grad 5.02%
(3.82%, 6.60%) 		16.34%
(14.20%, 18.72%) 		23.66%
(21.28%, 26.20%) 		54.98%
(51.96%, 57.94%)
R - College Grad 3.56%
(2.46%, 5.10%) 		4.14%
(2.94%, 5.82%) 		7.88%
(5.88%, 10.48%) 		84.42%
(81.34%, 87.06%)
R - Not college grad 9.76%
(8.04%, 11.80%) 		7.60%
(6.12%, 9.40%) 		9.32%
(7.82%, 11.08%) 		73.30%
(70.68%, 75.78%) 
anes %>% tabtemplate1(V201339, "Abortion: Republican Presidential candidate placement")
Abortion: Republican Presidential candidate placement
Count Pct
-Refused 210 2.54%
-Don’t know 43 0.52%
By law, abortion should never be permitted 3,253 39.28%
The law should permit abortion only in case of rape, incest, or when the woma 3,005 36.30%
The law should permit abortion other than for rape/incest/danger to woman but 936 11.30%
By law, a woman should always be able to obtain an abortion as a matter of pe 833 10.06%
Abortion: Republican Presidential candidate placement
D Voters R Voters
By law, abortion should never be permitted 57.6% 19.6%
The law should permit abortion only in case of rape, incest, or when the woma 26.0% 54.5%
The law should permit abortion other than for rape/incest/danger to woman but 6.8% 16.2%
By law, a woman should always be able to obtain an abortion as a matter of pe 9.5% 9.6%
Abortion: Republican Presidential candidate placement
By law, abortion should never be permitted The law should permit abortion only in case of rape, incest, or when the woma The law should permit abortion other than for rape/incest/danger to woman but By law, a woman should always be able to obtain an abortion as a matter of pe
Vote Intent
D 57.60%
(55.54%, 59.64%) 		26.02%
(24.18%, 27.96%) 		6.82%
(5.92%, 7.86%) 		9.54%
(8.22%, 11.06%)
R 19.64%
(17.96%, 21.44%) 		54.50%
(52.04%, 56.92%) 		16.24%
(14.46%, 18.20%) 		9.62%
(8.40%, 11.00%)
Gender
D - Male 55.30%
(52.36%, 58.22%) 		28.38%
(25.64%, 31.28%) 		6.14%
(4.80%, 7.80%) 		10.18%
(8.34%, 12.40%)
D - Female 59.60%
(56.84%, 62.30%) 		24.00%
(21.60%, 26.56%) 		7.34%
(6.16%, 8.72%) 		9.08%
(7.48%, 10.98%)
R - Male 17.54%
(15.12%, 20.26%) 		55.42%
(52.30%, 58.48%) 		17.00%
(14.56%, 19.76%) 		10.04%
(8.38%, 11.98%)
R - Female 21.98%
(19.52%, 24.66%) 		53.52%
(50.10%, 56.90%) 		15.34%
(12.98%, 18.04%) 		9.16%
(7.38%, 11.32%)
Age and Gender
D - Male - 18 to 34 56.54%
(49.14%, 63.64%) 		27.50%
(21.50%, 34.46%) 		5.52%
(3.14%, 9.56%) 		10.42%
(6.48%, 16.38%)
D - Male - 35 to 54 51.38%
(46.12%, 56.60%) 		30.40%
(25.60%, 35.68%) 		6.82%
(4.68%, 9.84%) 		11.42%
(8.10%, 15.82%)
D - Male - 55+ 58.80%
(54.24%, 63.20%) 		27.30%
(23.42%, 31.56%) 		5.78%
(3.82%, 8.66%) 		8.12%
(5.84%, 11.18%)
D - Female - 18 to 34 62.32%
(56.46%, 67.84%) 		22.98%
(18.14%, 28.68%) 		6.94%
(4.60%, 10.32%) 		7.76%
(5.14%, 11.56%)
D - Female - 35 to 54 56.82%
(51.92%, 61.60%) 		25.36%
(21.58%, 29.54%) 		7.66%
(5.44%, 10.68%) 		10.16%
(7.12%, 14.30%)
D - Female - 55+ 60.78%
(56.44%, 64.94%) 		22.90%
(19.52%, 26.70%) 		7.44%
(5.32%, 10.32%) 		8.88%
(6.80%, 11.52%)
R - Male - 18 to 34 19.62%
(14.02%, 26.78%) 		51.66%
(43.24%, 59.98%) 		13.76%
(8.46%, 21.62%) 		14.94%
(9.98%, 21.76%)
R - Male - 35 to 54 17.44%
(13.68%, 21.98%) 		51.08%
(46.18%, 55.96%) 		19.36%
(15.22%, 24.32%) 		12.12%
(8.76%, 16.54%)
R - Male - 55+ 16.38%
(13.10%, 20.30%) 		60.52%
(55.96%, 64.92%) 		16.68%
(13.56%, 20.38%) 		6.40%
(4.68%, 8.72%)
R - Female - 18 to 34 24.92%
(18.62%, 32.48%) 		45.44%
(36.80%, 54.36%) 		17.78%
(12.00%, 25.54%) 		11.86%
(7.02%, 19.34%)
R - Female - 35 to 54 24.40%
(19.86%, 29.62%) 		52.14%
(45.80%, 58.38%) 		14.28%
(10.42%, 19.26%) 		9.20%
(6.64%, 12.60%)
R - Female - 55+ 19.08%
(15.84%, 22.80%) 		58.54%
(54.20%, 62.76%) 		14.82%
(11.76%, 18.50%) 		7.56%
(5.76%, 9.84%)
Race
D - White 59.50%
(56.72%, 62.22%) 		29.94%
(27.20%, 32.84%) 		5.64%
(4.52%, 7.00%) 		4.92%
(4.00%, 6.04%)
D - Non-white 55.22%
(51.90%, 58.52%) 		21.30%
(18.72%, 24.12%) 		8.26%
(6.70%, 10.16%) 		15.20%
(12.72%, 18.06%)
R - White 18.10%
(16.30%, 20.06%) 		55.86%
(53.22%, 58.46%) 		17.40%
(15.40%, 19.58%) 		8.64%
(7.40%, 10.08%)
R - Non-white 26.84%
(21.74%, 32.62%) 		47.90%
(41.60%, 54.24%) 		11.48%
(8.08%, 16.06%) 		13.78%
(10.42%, 18.02%)
Education
D - College Grad 58.62%
(55.52%, 61.66%) 		30.94%
(28.14%, 33.90%) 		5.50%
(4.28%, 7.04%) 		4.92%
(3.56%, 6.78%)
D - Not college grad 56.32%
(53.36%, 59.26%) 		22.32%
(19.82%, 25.04%) 		8.02%
(6.62%, 9.68%) 		13.34%
(11.24%, 15.78%)
R - College Grad 18.62%
(15.78%, 21.80%) 		55.74%
(52.10%, 59.30%) 		19.96%
(16.58%, 23.82%) 		5.70%
(4.38%, 7.38%)
R - Not college grad 20.26%
(18.10%, 22.58%) 		53.56%
(50.48%, 56.60%) 		14.78%
(12.80%, 16.98%) 		11.42%
(9.80%, 13.28%) 
anes %>% tabtemplate1(V201342x, "Abortion rights Supreme Court")
Abortion rights Supreme Court
Count Pct
-DK/RF in V201340 or V201341 61 0.74%
Extremely pleased 1,061 12.82%
Moderately pleased 528 6.38%
A little pleased 204 2.46%
Neither pleased nor upset 2,542 30.70%
A little upset 362 4.38%
Moderately upset 1,130 13.64%
Extremely upset 2,391 28.88%
Abortion rights Supreme Court
D Voters R Voters
Extremely pleased 2.4% 27.3%
Moderately pleased 1.9% 12.4%
A little pleased 1.4% 3.9%
Neither pleased nor upset 24.9% 35.4%
A little upset 4.9% 3.9%
Moderately upset 17.8% 8.4%
Extremely upset 46.7% 8.7%
Abortion rights Supreme Court
Extremely pleased Moderately pleased A little pleased Neither pleased nor upset A little upset Moderately upset Extremely upset
Vote Intent
D 2.36%
(1.80%, 3.10%) 		1.94%
(1.36%, 2.80%) 		1.40%
(0.90%, 2.14%) 		24.90%
(23.16%, 26.72%) 		4.90%
(4.02%, 5.94%) 		17.80%
(16.28%, 19.44%) 		46.70%
(44.46%, 48.96%)
R 27.34%
(25.50%, 29.26%) 		12.38%
(10.92%, 14.00%) 		3.92%
(3.12%, 4.90%) 		35.40%
(33.34%, 37.52%) 		3.90%
(3.10%, 4.88%) 		8.40%
(7.24%, 9.72%) 		8.68%
(7.54%, 9.98%)
Gender
D - Male 2.30%
(1.56%, 3.36%) 		1.50%
(0.90%, 2.46%) 		1.24%
(0.64%, 2.34%) 		26.56%
(23.90%, 29.40%) 		5.88%
(4.64%, 7.46%) 		20.48%
(18.14%, 23.04%) 		42.06%
(38.74%, 45.44%)
D - Female 2.44%
(1.74%, 3.38%) 		2.32%
(1.54%, 3.50%) 		1.54%
(0.88%, 2.70%) 		23.48%
(21.18%, 25.94%) 		4.10%
(2.96%, 5.68%) 		15.58%
(13.90%, 17.44%) 		50.54%
(47.72%, 53.34%)
R - Male 26.10%
(23.70%, 28.66%) 		13.28%
(11.28%, 15.56%) 		4.60%
(3.46%, 6.10%) 		38.80%
(35.82%, 41.86%) 		2.98%
(2.12%, 4.16%) 		7.96%
(6.28%, 10.02%) 		6.30%
(4.92%, 8.02%)
R - Female 28.54%
(25.62%, 31.66%) 		11.54%
(9.52%, 13.92%) 		3.20%
(2.32%, 4.42%) 		31.76%
(28.68%, 35.00%) 		4.90%
(3.54%, 6.74%) 		8.74%
(7.10%, 10.72%) 		11.32%
(9.56%, 13.36%)
Age and Gender
D - Male - 18 to 34 0.54%
(0.22%, 1.32%) 		1.52%
(0.42%, 5.44%) 		1.24%
(0.36%, 4.08%) 		27.70%
(21.94%, 34.30%) 		6.38%
(3.84%, 10.40%) 		18.40%
(13.46%, 24.62%) 		44.24%
(37.88%, 50.80%)
D - Male - 35 to 54 3.26%
(1.80%, 5.86%) 		1.36%
(0.58%, 3.10%) 		1.66%
(0.56%, 4.90%) 		25.66%
(21.58%, 30.22%) 		6.68%
(4.26%, 10.30%) 		19.34%
(15.30%, 24.16%) 		42.04%
(36.98%, 47.28%)
D - Male - 55+ 2.32%
(1.20%, 4.42%) 		1.68%
(0.94%, 2.98%) 		0.88%
(0.38%, 2.02%) 		26.32%
(22.18%, 30.92%) 		4.94%
(3.32%, 7.28%) 		22.92%
(19.36%, 26.94%) 		40.92%
(36.66%, 45.34%)
D - Female - 18 to 34 1.30%
(0.50%, 3.40%) 		2.78%
(1.32%, 5.76%) 		0.68%
(0.22%, 2.00%) 		19.34%
(14.92%, 24.68%) 		5.02%
(2.56%, 9.62%) 		14.72%
(11.74%, 18.30%) 		56.16%
(50.10%, 62.04%)
D - Female - 35 to 54 1.70%
(0.90%, 3.18%) 		2.30%
(1.26%, 4.12%) 		2.76%
(1.22%, 6.08%) 		22.56%
(18.74%, 26.88%) 		4.86%
(3.08%, 7.60%) 		15.10%
(11.84%, 19.04%) 		50.74%
(45.70%, 55.76%)
D - Female - 55+ 3.50%
(2.30%, 5.30%) 		2.14%
(1.02%, 4.42%) 		1.10%
(0.36%, 3.32%) 		27.18%
(24.08%, 30.54%) 		3.02%
(2.00%, 4.50%) 		16.56%
(14.02%, 19.46%) 		46.50%
(42.66%, 50.36%)
R - Male - 18 to 34 20.76%
(15.36%, 27.46%) 		11.04%
(7.04%, 16.92%) 		5.64%
(3.06%, 10.18%) 		41.66%
(34.34%, 49.38%) 		5.70%
(3.38%, 9.42%) 		8.24%
(4.40%, 14.90%) 		6.96%
(4.04%, 11.72%)
R - Male - 35 to 54 22.04%
(17.92%, 26.80%) 		11.98%
(9.06%, 15.70%) 		5.96%
(4.00%, 8.76%) 		41.64%
(36.30%, 47.20%) 		3.56%
(1.96%, 6.38%) 		9.18%
(6.30%, 13.16%) 		5.64%
(3.52%, 8.92%)
R - Male - 55+ 30.84%
(27.02%, 34.92%) 		15.60%
(12.38%, 19.48%) 		3.36%
(2.10%, 5.34%) 		35.10%
(30.96%, 39.48%) 		1.46%
(0.80%, 2.70%) 		7.38%
(5.14%, 10.48%) 		6.26%
(4.42%, 8.76%)
R - Female - 18 to 34 24.84%
(17.94%, 33.30%) 		15.28%
(10.16%, 22.32%) 		2.32%
(0.90%, 5.86%) 		24.84%
(19.16%, 31.54%) 		7.58%
(4.20%, 13.28%) 		11.00%
(6.62%, 17.76%) 		14.14%
(9.46%, 20.62%)
R - Female - 35 to 54 23.50%
(18.92%, 28.78%) 		11.10%
(7.86%, 15.46%) 		3.64%
(2.24%, 5.84%) 		35.60%
(30.60%, 40.92%) 		3.90%
(1.92%, 7.78%) 		7.96%
(5.48%, 11.42%) 		14.32%
(10.80%, 18.74%)
R - Female - 55+ 33.54%
(29.26%, 38.10%) 		10.94%
(8.12%, 14.60%) 		3.46%
(2.20%, 5.40%) 		31.88%
(27.66%, 36.42%) 		4.28%
(2.80%, 6.48%) 		7.80%
(5.74%, 10.52%) 		8.10%
(6.06%, 10.74%)
Race
D - White 1.68%
(1.20%, 2.34%) 		1.22%
(0.82%, 1.80%) 		1.48%
(0.88%, 2.48%) 		17.74%
(15.88%, 19.76%) 		4.74%
(3.66%, 6.14%) 		18.44%
(16.40%, 20.66%) 		54.68%
(52.16%, 57.20%)
D - Non-white 3.16%
(2.14%, 4.66%) 		2.84%
(1.70%, 4.70%) 		1.32%
(0.64%, 2.64%) 		33.62%
(30.66%, 36.72%) 		5.08%
(3.64%, 7.06%) 		17.06%
(14.84%, 19.54%) 		36.90%
(33.46%, 40.50%)
R - White 27.98%
(25.92%, 30.14%) 		12.62%
(11.08%, 14.34%) 		4.06%
(3.16%, 5.20%) 		34.98%
(32.70%, 37.34%) 		3.78%
(2.92%, 4.86%) 		8.00%
(6.80%, 9.36%) 		8.58%
(7.34%, 10.00%)
R - Non-white 24.16%
(19.82%, 29.10%) 		11.60%
(8.26%, 16.06%) 		3.36%
(1.92%, 5.80%) 		36.64%
(31.64%, 41.98%) 		4.58%
(2.52%, 8.14%) 		10.20%
(6.98%, 14.70%) 		9.46%
(6.90%, 12.84%)
Education
D - College Grad 1.58%
(1.06%, 2.32%) 		0.94%
(0.62%, 1.40%) 		2.00%
(1.10%, 3.62%) 		14.72%
(12.86%, 16.82%) 		4.66%
(3.54%, 6.10%) 		18.04%
(15.94%, 20.36%) 		58.06%
(54.88%, 61.18%)
D - Not college grad 3.02%
(2.10%, 4.32%) 		2.70%
(1.76%, 4.14%) 		0.94%
(0.52%, 1.70%) 		33.38%
(30.58%, 36.28%) 		5.08%
(3.94%, 6.50%) 		17.52%
(15.28%, 20.00%) 		37.38%
(34.34%, 40.52%)
R - College Grad 29.12%
(25.96%, 32.48%) 		13.94%
(11.52%, 16.78%) 		3.90%
(2.76%, 5.48%) 		32.20%
(29.00%, 35.58%) 		3.68%
(2.46%, 5.44%) 		7.38%
(5.34%, 10.10%) 		9.78%
(7.50%, 12.68%)
R - Not college grad 26.52%
(24.24%, 28.94%) 		11.78%
(10.04%, 13.78%) 		3.96%
(2.98%, 5.28%) 		36.74%
(34.16%, 39.38%) 		3.72%
(2.84%, 4.84%) 		9.00%
(7.40%, 10.90%) 		8.28%
(6.86%, 9.96%)

Death penalty

anes %>% tabtemplate1(V201345x, "Favor/oppose death penalty")
Favor/oppose death penalty
Count Pct
-DK/RF in V201343 or V201344 141 1.70%
Favor strongly 3,375 40.76%
Favor not strongly 1,651 19.94%
Oppose not strongly 1,652 19.96%
Oppose strongly 1,461 17.64%
Favor/oppose death penalty
D Voters R Voters
Favor strongly 26.6% 61.6%
Favor not strongly 19.0% 21.4%
Oppose not strongly 27.8% 10.5%
Oppose strongly 26.6% 6.5%
Favor/oppose death penalty
Favor strongly Favor not strongly Oppose not strongly Oppose strongly
Vote Intent
D 26.56%
(24.94%, 28.24%) 		19.04%
(17.54%, 20.66%) 		27.82%
(25.90%, 29.80%) 		26.58%
(24.70%, 28.54%)
R 61.60%
(59.22%, 63.92%) 		21.40%
(19.50%, 23.44%) 		10.54%
(9.18%, 12.06%) 		6.46%
(5.50%, 7.58%)
Gender
D - Male 26.88%
(24.22%, 29.72%) 		19.58%
(17.10%, 22.32%) 		27.18%
(24.42%, 30.12%) 		26.38%
(23.34%, 29.64%)
D - Female 26.36%
(24.16%, 28.66%) 		18.58%
(16.84%, 20.46%) 		28.44%
(25.80%, 31.26%) 		26.60%
(24.20%, 29.16%)
R - Male 64.68%
(61.36%, 67.88%) 		20.08%
(17.44%, 23.02%) 		9.86%
(8.02%, 12.06%) 		5.38%
(4.24%, 6.80%)
R - Female 58.36%
(55.10%, 61.56%) 		22.78%
(20.14%, 25.64%) 		11.36%
(9.58%, 13.40%) 		7.50%
(6.06%, 9.26%)
Age and Gender
D - Male - 18 to 34 21.90%
(16.96%, 27.82%) 		22.58%
(17.40%, 28.76%) 		28.32%
(22.80%, 34.58%) 		27.20%
(21.30%, 34.04%)
D - Male - 35 to 54 26.70%
(22.38%, 31.52%) 		19.38%
(16.14%, 23.06%) 		29.28%
(24.34%, 34.78%) 		24.66%
(19.82%, 30.22%)
D - Male - 55+ 30.56%
(26.10%, 35.40%) 		17.74%
(14.18%, 21.96%) 		24.44%
(20.64%, 28.70%) 		27.28%
(23.12%, 31.88%)
D - Female - 18 to 34 20.16%
(16.06%, 24.98%) 		19.46%
(15.16%, 24.62%) 		34.64%
(29.26%, 40.42%) 		25.76%
(20.86%, 31.34%)
D - Female - 35 to 54 29.60%
(25.38%, 34.20%) 		20.00%
(16.64%, 23.84%) 		25.88%
(22.12%, 30.06%) 		24.50%
(20.62%, 28.88%)
D - Female - 55+ 27.84%
(24.04%, 32.00%) 		17.32%
(14.22%, 20.90%) 		26.48%
(23.00%, 30.30%) 		28.36%
(24.92%, 32.06%)
R - Male - 18 to 34 55.06%
(46.58%, 63.24%) 		23.42%
(17.28%, 30.92%) 		14.82%
(9.60%, 22.18%) 		6.72%
(3.50%, 12.52%)
R - Male - 35 to 54 61.52%
(55.36%, 67.34%) 		20.56%
(16.20%, 25.72%) 		12.40%
(8.90%, 17.00%) 		5.54%
(3.64%, 8.34%)
R - Male - 55+ 70.36%
(65.80%, 74.54%) 		18.88%
(15.22%, 23.18%) 		6.10%
(4.16%, 8.86%) 		4.66%
(3.26%, 6.64%)
R - Female - 18 to 34 52.60%
(44.12%, 60.94%) 		25.70%
(19.12%, 33.58%) 		13.04%
(8.46%, 19.56%) 		8.66%
(4.84%, 14.96%)
R - Female - 35 to 54 60.70%
(55.28%, 65.86%) 		20.64%
(16.64%, 25.30%) 		9.60%
(7.30%, 12.54%) 		9.06%
(6.30%, 12.90%)
R - Female - 55+ 59.82%
(55.26%, 64.22%) 		21.42%
(18.18%, 25.08%) 		12.30%
(9.66%, 15.52%) 		6.46%
(4.48%, 9.22%)
Race
D - White 23.56%
(21.18%, 26.10%) 		20.12%
(17.90%, 22.54%) 		27.58%
(25.36%, 29.92%) 		28.74%
(26.40%, 31.22%)
D - Non-white 30.28%
(27.72%, 32.96%) 		17.94%
(15.22%, 21.04%) 		28.22%
(25.16%, 31.52%) 		23.56%
(20.64%, 26.74%)
R - White 63.20%
(60.50%, 65.84%) 		22.78%
(20.64%, 25.06%) 		8.74%
(7.48%, 10.16%) 		5.28%
(4.30%, 6.50%)
R - Non-white 54.72%
(48.40%, 60.90%) 		15.12%
(11.70%, 19.28%) 		18.90%
(13.94%, 25.14%) 		11.26%
(8.18%, 15.32%)
Education
D - College Grad 17.30%
(15.12%, 19.72%) 		17.74%
(15.88%, 19.74%) 		32.20%
(29.56%, 34.96%) 		32.76%
(30.02%, 35.62%)
D - Not college grad 34.00%
(31.36%, 36.74%) 		20.14%
(18.00%, 22.46%) 		24.08%
(21.86%, 26.42%) 		21.78%
(19.36%, 24.42%)
R - College Grad 52.98%
(48.96%, 56.96%) 		26.76%
(23.64%, 30.14%) 		12.66%
(10.18%, 15.66%) 		7.60%
(5.72%, 10.02%)
R - Not college grad 65.58%
(62.68%, 68.38%) 		19.04%
(16.82%, 21.48%) 		9.42%
(7.90%, 11.20%) 		5.94%
(4.82%, 7.34%)

International relations

anes %>% tabtemplate1(V201346, "US position in the world")
US position in the world
Count Pct
-Refused 24 0.28%
-Don’t know 1 0.02%
Weaker 4,344 52.46%
Stayed about the same 2,111 25.48%
Stronger 1,801 21.74%
US position in the world
D Voters R Voters
Weaker 81.0% 17.7%
Stayed about the same 15.8% 34.1%
Stronger 3.2% 48.2%
US position in the world
Weaker Stayed about the same Stronger
Vote Intent
D 81.00%
(79.12%, 82.72%) 		15.78%
(14.16%, 17.54%) 		3.22%
(2.42%, 4.28%)
R 17.68%
(16.04%, 19.46%) 		34.08%
(32.26%, 35.96%) 		48.24%
(46.18%, 50.30%)
Gender
D - Male 81.66%
(78.92%, 84.12%) 		15.16%
(12.90%, 17.72%) 		3.18%
(2.10%, 4.78%)
D - Female 80.42%
(77.78%, 82.80%) 		16.28%
(14.22%, 18.60%) 		3.30%
(2.28%, 4.74%)
R - Male 16.44%
(14.16%, 19.00%) 		31.22%
(28.46%, 34.14%) 		52.34%
(49.36%, 55.28%)
R - Female 19.06%
(16.70%, 21.68%) 		37.38%
(34.34%, 40.54%) 		43.56%
(40.46%, 46.68%)
Age and Gender
D - Male - 18 to 34 73.04%
(66.92%, 78.40%) 		23.00%
(17.84%, 29.14%) 		3.94%
(2.08%, 7.38%)
D - Male - 35 to 54 82.50%
(77.38%, 86.66%) 		14.26%
(10.56%, 18.98%) 		3.24%
(1.66%, 6.24%)
D - Male - 55+ 87.74%
(84.12%, 90.64%) 		9.70%
(7.22%, 12.92%) 		2.56%
(1.08%, 5.90%)
D - Female - 18 to 34 75.70%
(70.20%, 80.48%) 		20.72%
(16.74%, 25.36%) 		3.56%
(1.66%, 7.50%)
D - Female - 35 to 54 78.26%
(73.96%, 82.02%) 		17.38%
(14.00%, 21.38%) 		4.36%
(2.42%, 7.74%)
D - Female - 55+ 85.28%
(81.26%, 88.54%) 		12.40%
(9.52%, 16.00%) 		2.32%
(1.30%, 4.16%)
R - Male - 18 to 34 24.56%
(18.48%, 31.86%) 		34.04%
(27.14%, 41.68%) 		41.40%
(34.70%, 48.44%)
R - Male - 35 to 54 17.70%
(13.38%, 23.04%) 		34.82%
(29.72%, 40.30%) 		47.48%
(41.76%, 53.24%)
R - Male - 55+ 12.00%
(9.52%, 15.04%) 		28.42%
(23.72%, 33.64%) 		59.58%
(55.08%, 63.92%)
R - Female - 18 to 34 24.46%
(18.02%, 32.28%) 		45.50%
(36.88%, 54.40%) 		30.04%
(21.76%, 39.84%)
R - Female - 35 to 54 20.34%
(15.98%, 25.52%) 		41.92%
(36.48%, 47.58%) 		37.76%
(32.42%, 43.40%)
R - Female - 55+ 15.62%
(12.70%, 19.08%) 		32.24%
(28.38%, 36.36%) 		52.12%
(48.10%, 56.12%)
Race
D - White 88.26%
(86.34%, 89.94%) 		9.84%
(8.36%, 11.54%) 		1.90%
(1.22%, 2.96%)
D - Non-white 71.88%
(68.58%, 74.98%) 		23.26%
(20.34%, 26.48%) 		4.84%
(3.38%, 6.90%)
R - White 16.42%
(14.72%, 18.26%) 		33.52%
(31.46%, 35.66%) 		50.06%
(47.92%, 52.22%)
R - Non-white 23.22%
(18.56%, 28.64%) 		37.12%
(31.46%, 43.16%) 		39.66%
(33.72%, 45.90%)
Education
D - College Grad 88.72%
(86.36%, 90.72%) 		9.06%
(7.44%, 11.00%) 		2.22%
(1.28%, 3.80%)
D - Not college grad 74.60%
(71.72%, 77.28%) 		21.26%
(18.70%, 24.06%) 		4.12%
(2.98%, 5.70%)
R - College Grad 19.36%
(16.46%, 22.64%) 		32.66%
(28.98%, 36.54%) 		47.98%
(44.38%, 51.62%)
R - Not college grad 17.24%
(15.32%, 19.36%) 		34.58%
(32.36%, 36.88%) 		48.18%
(45.64%, 50.72%) 
anes %>% tabtemplate1(V201349x, "Country would be better off if we just stayed home")
Country would be better off if we just stayed home
Count Pct
-DK/RF in V201347 or V201348 77 0.92%
Agree strongly 1,045 12.62%
Agree somewhat 1,188 14.36%
Disagree somewhat 2,758 33.30%
Disagree strongly 3,212 38.80%
Country would be better off if we just stayed home
D Voters R Voters
Agree strongly 10.1% 13.6%
Agree somewhat 10.6% 17.0%
Disagree somewhat 31.6% 37.1%
Disagree strongly 47.7% 32.3%
Country would be better off if we just stayed home
Agree strongly Agree somewhat Disagree somewhat Disagree strongly
Vote Intent
D 10.12%
(8.88%, 11.50%) 		10.60%
(9.20%, 12.20%) 		31.56%
(29.50%, 33.68%) 		47.72%
(45.42%, 50.04%)
R 13.58%
(12.04%, 15.30%) 		16.96%
(15.42%, 18.62%) 		37.14%
(34.82%, 39.52%) 		32.32%
(30.06%, 34.66%)
Gender
D - Male 11.22%
(9.40%, 13.34%) 		10.80%
(8.60%, 13.46%) 		28.02%
(25.16%, 31.08%) 		49.96%
(46.90%, 53.02%)
D - Female 9.28%
(7.64%, 11.22%) 		10.54%
(8.80%, 12.56%) 		34.34%
(31.36%, 37.44%) 		45.84%
(42.66%, 49.06%)
R - Male 15.18%
(13.02%, 17.62%) 		16.50%
(14.36%, 18.90%) 		34.02%
(31.00%, 37.16%) 		34.32%
(31.08%, 37.70%)
R - Female 11.86%
(9.92%, 14.10%) 		17.36%
(15.12%, 19.86%) 		40.60%
(37.34%, 43.96%) 		30.18%
(27.22%, 33.32%)
Age and Gender
D - Male - 18 to 34 16.84%
(13.14%, 21.36%) 		18.44%
(12.98%, 25.50%) 		32.24%
(26.12%, 39.02%) 		32.48%
(26.62%, 38.96%)
D - Male - 35 to 54 12.84%
(9.22%, 17.58%) 		11.56%
(8.36%, 15.80%) 		27.18%
(22.76%, 32.10%) 		48.42%
(43.06%, 53.84%)
D - Male - 55+ 5.84%
(3.94%, 8.54%) 		3.86%
(2.60%, 5.70%) 		25.72%
(21.52%, 30.40%) 		64.60%
(59.70%, 69.20%)
D - Female - 18 to 34 12.88%
(9.10%, 17.92%) 		15.30%
(11.84%, 19.54%) 		35.50%
(30.08%, 41.32%) 		36.32%
(30.30%, 42.82%)
D - Female - 35 to 54 11.80%
(8.80%, 15.68%) 		10.64%
(7.94%, 14.12%) 		38.80%
(34.08%, 43.72%) 		38.76%
(34.04%, 43.68%)
D - Female - 55+ 5.24%
(3.58%, 7.64%) 		7.48%
(5.40%, 10.26%) 		29.70%
(25.60%, 34.18%) 		57.58%
(53.14%, 61.88%)
R - Male - 18 to 34 16.22%
(11.24%, 22.86%) 		24.78%
(18.88%, 31.78%) 		31.74%
(25.64%, 38.56%) 		27.26%
(20.80%, 34.84%)
R - Male - 35 to 54 18.54%
(14.08%, 24.02%) 		18.46%
(14.50%, 23.20%) 		35.14%
(29.82%, 40.86%) 		27.86%
(22.94%, 33.40%)
R - Male - 55+ 12.40%
(9.96%, 15.32%) 		11.56%
(9.08%, 14.60%) 		34.28%
(30.10%, 38.74%) 		41.76%
(37.24%, 46.42%)
R - Female - 18 to 34 15.82%
(10.50%, 23.12%) 		21.96%
(15.48%, 30.18%) 		41.66%
(33.60%, 50.22%) 		20.56%
(15.18%, 27.26%)
R - Female - 35 to 54 16.24%
(12.42%, 20.98%) 		18.16%
(14.46%, 22.54%) 		39.08%
(33.56%, 44.90%) 		26.52%
(21.66%, 32.02%)
R - Female - 55+ 8.28%
(5.96%, 11.42%) 		14.58%
(11.48%, 18.34%) 		40.62%
(36.16%, 45.22%) 		36.52%
(31.80%, 41.48%)
Race
D - White 6.10%
(4.94%, 7.48%) 		8.74%
(7.34%, 10.38%) 		31.84%
(29.44%, 34.34%) 		53.34%
(50.46%, 56.18%)
D - Non-white 15.16%
(12.90%, 17.72%) 		12.86%
(10.36%, 15.84%) 		31.06%
(27.76%, 34.56%) 		40.92%
(37.60%, 44.34%)
R - White 12.54%
(10.90%, 14.36%) 		17.70%
(15.92%, 19.62%) 		37.14%
(34.66%, 39.68%) 		32.64%
(30.22%, 35.16%)
R - Non-white 18.08%
(13.80%, 23.34%) 		13.20%
(9.92%, 17.34%) 		37.42%
(32.04%, 43.14%) 		31.30%
(26.32%, 36.74%)
Education
D - College Grad 5.88%
(4.52%, 7.62%) 		8.86%
(7.30%, 10.70%) 		30.60%
(27.92%, 33.44%) 		54.66%
(51.70%, 57.58%)
D - Not college grad 13.66%
(11.56%, 16.10%) 		11.70%
(9.56%, 14.26%) 		32.66%
(29.62%, 35.84%) 		41.98%
(38.74%, 45.30%)
R - College Grad 8.16%
(6.54%, 10.14%) 		15.60%
(13.08%, 18.52%) 		42.32%
(38.42%, 46.30%) 		33.92%
(30.28%, 37.78%)
R - Not college grad 15.74%
(13.66%, 18.10%) 		17.60%
(15.64%, 19.78%) 		35.12%
(32.36%, 37.96%) 		31.54%
(28.80%, 34.40%) 
anes %>% tabtemplate1(V201350, "Use military force to solve international problems")
Use military force to solve international problems
Count Pct
-Refused 41 0.50%
-Don’t know 2 0.02%
Extremely willing 360 4.36%
Very willing 889 10.74%
Moderately willing 4,073 49.20%
A little willing 2,249 27.16%
Not at all willing 665 8.02%
Use military force to solve international problems
D Voters R Voters
Extremely willing 3.3% 5.7%
Very willing 9.0% 14.1%
Moderately willing 47.9% 52.4%
A little willing 30.2% 23.0%
Not at all willing 9.5% 4.9%
Use military force to solve international problems
Extremely willing Very willing Moderately willing A little willing Not at all willing
Vote Intent
D 3.32%
(2.58%, 4.26%) 		8.98%
(7.74%, 10.38%) 		47.92%
(45.94%, 49.92%) 		30.24%
(28.58%, 31.94%) 		9.54%
(8.26%, 11.00%)
R 5.70%
(4.56%, 7.14%) 		14.06%
(12.40%, 15.90%) 		52.36%
(49.88%, 54.82%) 		23.00%
(21.18%, 24.94%) 		4.88%
(3.98%, 5.94%)
Gender
D - Male 3.38%
(2.44%, 4.66%) 		10.00%
(7.96%, 12.48%) 		45.70%
(42.64%, 48.78%) 		31.74%
(29.04%, 34.56%) 		9.18%
(7.32%, 11.46%)
D - Female 3.30%
(2.40%, 4.52%) 		8.14%
(6.68%, 9.88%) 		49.74%
(46.78%, 52.68%) 		28.94%
(26.66%, 31.32%) 		9.88%
(8.40%, 11.60%)
R - Male 6.10%
(4.76%, 7.80%) 		13.04%
(11.06%, 15.32%) 		52.60%
(49.10%, 56.08%) 		22.94%
(20.32%, 25.78%) 		5.30%
(4.08%, 6.88%)
R - Female 5.24%
(3.68%, 7.42%) 		15.28%
(12.98%, 17.88%) 		51.96%
(48.72%, 55.18%) 		23.08%
(20.40%, 25.98%) 		4.44%
(3.28%, 6.02%)
Age and Gender
D - Male - 18 to 34 3.18%
(1.54%, 6.40%) 		7.20%
(3.96%, 12.72%) 		39.80%
(32.94%, 47.08%) 		37.52%
(31.10%, 44.38%) 		12.32%
(8.16%, 18.18%)
D - Male - 35 to 54 3.14%
(1.80%, 5.44%) 		10.24%
(7.46%, 13.90%) 		43.44%
(37.98%, 49.06%) 		34.56%
(29.60%, 39.86%) 		8.64%
(5.70%, 12.88%)
D - Male - 55+ 3.70%
(2.16%, 6.32%) 		12.44%
(8.98%, 17.00%) 		51.24%
(46.50%, 55.98%) 		25.18%
(21.38%, 29.42%) 		7.42%
(5.48%, 9.94%)
D - Female - 18 to 34 4.34%
(2.60%, 7.14%) 		6.28%
(3.78%, 10.28%) 		40.88%
(34.86%, 47.18%) 		36.02%
(30.56%, 41.88%) 		12.48%
(8.92%, 17.20%)
D - Female - 35 to 54 2.06%
(1.20%, 3.52%) 		9.26%
(6.58%, 12.86%) 		51.92%
(46.84%, 56.94%) 		27.46%
(23.28%, 32.06%) 		9.32%
(6.88%, 12.50%)
D - Female - 55+ 3.66%
(2.18%, 6.04%) 		8.56%
(6.62%, 10.98%) 		54.26%
(50.28%, 58.16%) 		25.32%
(22.32%, 28.56%) 		8.22%
(6.50%, 10.36%)
R - Male - 18 to 34 6.94%
(4.16%, 11.32%) 		10.02%
(6.18%, 15.88%) 		52.06%
(43.94%, 60.06%) 		26.82%
(20.36%, 34.44%) 		4.16%
(2.08%, 8.14%)
R - Male - 35 to 54 7.12%
(4.80%, 10.44%) 		11.54%
(8.86%, 14.92%) 		54.52%
(48.10%, 60.78%) 		20.48%
(16.26%, 25.48%) 		6.34%
(3.78%, 10.46%)
R - Male - 55+ 4.62%
(3.04%, 6.94%) 		15.08%
(12.02%, 18.74%) 		52.48%
(47.88%, 57.06%) 		22.70%
(18.98%, 26.92%) 		5.12%
(3.76%, 6.94%)
R - Female - 18 to 34 9.56%
(5.54%, 16.00%) 		14.38%
(9.08%, 22.04%) 		46.58%
(37.66%, 55.72%) 		21.98%
(16.08%, 29.28%) 		7.50%
(4.24%, 12.92%)
R - Female - 35 to 54 4.24%
(2.56%, 6.96%) 		13.08%
(9.88%, 17.14%) 		55.54%
(49.72%, 61.22%) 		25.10%
(20.32%, 30.60%) 		2.02%
(1.04%, 3.86%)
R - Female - 55+ 4.28%
(2.60%, 6.96%) 		17.40%
(13.98%, 21.46%) 		50.14%
(45.28%, 55.00%) 		22.92%
(19.16%, 27.18%) 		5.24%
(3.50%, 7.80%)
Race
D - White 1.80%
(1.16%, 2.78%) 		7.74%
(6.54%, 9.14%) 		48.04%
(45.78%, 50.30%) 		34.36%
(32.20%, 36.56%) 		8.08%
(6.58%, 9.88%)
D - Non-white 5.24%
(3.90%, 7.04%) 		10.46%
(8.56%, 12.72%) 		47.88%
(44.52%, 51.26%) 		25.14%
(22.36%, 28.14%) 		11.28%
(9.14%, 13.84%)
R - White 4.88%
(3.80%, 6.26%) 		14.56%
(12.76%, 16.54%) 		53.16%
(50.56%, 55.74%) 		23.04%
(21.02%, 25.20%) 		4.36%
(3.50%, 5.42%)
R - Non-white 9.62%
(6.56%, 13.90%) 		12.14%
(8.88%, 16.36%) 		48.38%
(42.94%, 53.84%) 		22.50%
(18.52%, 27.04%) 		7.38%
(4.90%, 10.94%)
Education
D - College Grad 1.42%
(0.84%, 2.42%) 		5.66%
(4.50%, 7.10%) 		47.78%
(45.04%, 50.52%) 		37.22%
(34.78%, 39.76%) 		7.92%
(6.36%, 9.82%)
D - Not college grad 4.82%
(3.60%, 6.42%) 		11.72%
(9.76%, 14.04%) 		47.96%
(45.00%, 50.94%) 		24.78%
(22.38%, 27.34%) 		10.72%
(8.96%, 12.78%)
R - College Grad 2.44%
(1.60%, 3.68%) 		13.24%
(11.10%, 15.72%) 		51.96%
(48.14%, 55.74%) 		28.32%
(24.74%, 32.18%) 		4.06%
(2.96%, 5.54%)
R - Not college grad 7.26%
(5.66%, 9.24%) 		14.26%
(12.30%, 16.44%) 		52.76%
(49.52%, 55.98%) 		20.44%
(18.34%, 22.72%) 		5.28%
(4.16%, 6.70%)

Voting rights and restrictions

anes %>% tabtemplate1(V201351, "Votes counted accurately")
Votes counted accurately
Count Pct
-Refused 38 0.46%
-Don’t know 5 0.06%
Not at all accurately 1,114 13.44%
A little accurately 1,082 13.06%
Moderately accurately 2,919 35.26%
Very accurately 2,515 30.38%
Completely accurately 608 7.34%
Votes counted accurately
D Voters R Voters
Not at all accurately 8.3% 18.3%
A little accurately 10.6% 15.9%
Moderately accurately 29.1% 42.6%
Very accurately 41.2% 19.3%
Completely accurately 10.8% 3.8%
Votes counted accurately
Not at all accurately A little accurately Moderately accurately Very accurately Completely accurately
Vote Intent
D 8.30%
(7.24%, 9.50%) 		10.58%
(9.32%, 12.00%) 		29.14%
(27.26%, 31.10%) 		41.22%
(39.08%, 43.40%) 		10.76%
(9.56%, 12.08%)
R 18.32%
(16.74%, 20.02%) 		15.94%
(14.36%, 17.64%) 		42.56%
(40.30%, 44.84%) 		19.34%
(17.56%, 21.28%) 		3.82%
(3.00%, 4.86%)
Gender
D - Male 6.04%
(4.70%, 7.70%) 		9.32%
(7.42%, 11.62%) 		28.48%
(25.74%, 31.40%) 		43.66%
(40.56%, 46.82%) 		12.52%
(10.46%, 14.90%)
D - Female 10.20%
(8.56%, 12.14%) 		11.68%
(9.94%, 13.66%) 		29.68%
(27.22%, 32.24%) 		39.22%
(36.60%, 41.90%) 		9.24%
(7.90%, 10.76%)
R - Male 17.46%
(15.24%, 19.94%) 		15.90%
(13.48%, 18.66%) 		42.74%
(39.50%, 46.02%) 		19.82%
(17.32%, 22.58%) 		4.08%
(2.84%, 5.84%)
R - Female 19.18%
(16.88%, 21.72%) 		16.08%
(13.98%, 18.46%) 		42.26%
(39.26%, 45.32%) 		18.88%
(16.36%, 21.68%) 		3.58%
(2.64%, 4.86%)
Age and Gender
D - Male - 18 to 34 7.40%
(4.86%, 11.16%) 		16.34%
(11.80%, 22.16%) 		36.58%
(30.28%, 43.38%) 		31.56%
(25.52%, 38.28%) 		8.12%
(5.18%, 12.50%)
D - Male - 35 to 54 7.78%
(5.52%, 10.82%) 		5.96%
(4.00%, 8.80%) 		27.92%
(23.68%, 32.60%) 		45.60%
(40.10%, 51.18%) 		12.76%
(9.66%, 16.64%)
D - Male - 55+ 3.48%
(2.14%, 5.62%) 		7.22%
(4.70%, 10.92%) 		21.86%
(17.72%, 26.66%) 		51.78%
(46.78%, 56.74%) 		15.66%
(11.94%, 20.26%)
D - Female - 18 to 34 13.90%
(10.06%, 18.90%) 		19.94%
(15.64%, 25.06%) 		31.68%
(26.44%, 37.42%) 		29.06%
(24.26%, 34.40%) 		5.42%
(3.64%, 8.00%)
D - Female - 35 to 54 10.14%
(7.50%, 13.58%) 		10.40%
(7.66%, 13.98%) 		33.48%
(29.02%, 38.24%) 		38.02%
(33.50%, 42.78%) 		7.94%
(5.62%, 11.14%)
D - Female - 55+ 7.28%
(5.42%, 9.72%) 		7.38%
(5.18%, 10.42%) 		25.20%
(21.92%, 28.78%) 		47.10%
(42.78%, 51.46%) 		13.04%
(10.54%, 16.04%)
R - Male - 18 to 34 16.44%
(11.16%, 23.54%) 		21.36%
(15.74%, 28.32%) 		39.22%
(31.76%, 47.22%) 		16.90%
(12.22%, 22.92%) 		6.08%
(3.04%, 11.76%)
R - Male - 35 to 54 19.30%
(15.48%, 23.80%) 		17.44%
(13.28%, 22.56%) 		39.94%
(34.26%, 45.90%) 		19.56%
(15.56%, 24.28%) 		3.76%
(2.28%, 6.14%)
R - Male - 55+ 16.46%
(13.58%, 19.82%) 		12.32%
(9.54%, 15.76%) 		46.14%
(41.20%, 51.14%) 		22.06%
(18.14%, 26.54%) 		3.02%
(1.90%, 4.78%)
R - Female - 18 to 34 18.14%
(12.24%, 26.08%) 		19.18%
(13.60%, 26.38%) 		41.14%
(33.32%, 49.44%) 		16.94%
(11.40%, 24.44%) 		4.58%
(2.34%, 8.80%)
R - Female - 35 to 54 19.98%
(16.02%, 24.64%) 		17.44%
(13.74%, 21.86%) 		42.52%
(37.70%, 47.48%) 		16.38%
(12.80%, 20.74%) 		3.68%
(2.22%, 6.04%)
R - Female - 55+ 19.28%
(15.90%, 23.18%) 		14.74%
(11.68%, 18.42%) 		40.62%
(36.70%, 44.66%) 		22.66%
(18.86%, 26.98%) 		2.72%
(1.58%, 4.60%)
Race
D - White 5.58%
(4.58%, 6.80%) 		8.88%
(7.36%, 10.66%) 		23.68%
(21.54%, 25.96%) 		50.10%
(47.24%, 52.98%) 		11.74%
(10.24%, 13.46%)
D - Non-white 11.54%
(9.80%, 13.54%) 		12.64%
(10.42%, 15.26%) 		35.70%
(32.54%, 39.00%) 		30.54%
(27.68%, 33.58%) 		9.56%
(7.74%, 11.78%)
R - White 18.56%
(16.84%, 20.44%) 		16.72%
(14.94%, 18.66%) 		42.46%
(39.94%, 45.02%) 		19.36%
(17.46%, 21.42%) 		2.90%
(2.20%, 3.82%)
R - Non-white 17.52%
(13.68%, 22.16%) 		11.90%
(9.24%, 15.20%) 		42.82%
(37.70%, 48.10%) 		19.64%
(15.42%, 24.66%) 		8.12%
(5.12%, 12.64%)
Education
D - College Grad 5.70%
(4.66%, 6.98%) 		9.16%
(7.76%, 10.76%) 		25.56%
(23.20%, 28.08%) 		49.84%
(47.22%, 52.48%) 		9.72%
(8.32%, 11.34%)
D - Not college grad 10.26%
(8.58%, 12.24%) 		11.80%
(9.90%, 14.02%) 		32.40%
(29.32%, 35.64%) 		33.88%
(30.90%, 37.00%) 		11.64%
(9.74%, 13.88%)
R - College Grad 13.80%
(11.46%, 16.52%) 		15.98%
(12.88%, 19.66%) 		43.26%
(39.18%, 47.42%) 		24.30%
(20.68%, 28.32%) 		2.66%
(1.70%, 4.18%)
R - Not college grad 20.08%
(17.92%, 22.42%) 		15.88%
(14.02%, 17.94%) 		42.30%
(39.42%, 45.26%) 		17.32%
(15.26%, 19.60%) 		4.42%
(3.34%, 5.82%) 
anes %>% tabtemplate1(V201352, "Trust election officials")
Trust election officials
Count Pct
-Refused 39 0.48%
-Don’t know 2 0.02%
Not at all 772 9.32%
A little 1,166 14.08%
A moderate amount 2,621 31.66%
A lot 2,161 26.10%
A great deal 1,518 18.34%
Trust election officials
D Voters R Voters
Not at all 6.1% 11.2%
A little 11.8% 16.0%
A moderate amount 28.3% 34.6%
A lot 29.1% 24.3%
A great deal 24.7% 14.0%
Trust election officials
Not at all A little A moderate amount A lot A great deal
Vote Intent
D 6.06%
(5.10%, 7.18%) 		11.84%
(10.60%, 13.20%) 		28.28%
(26.34%, 30.32%) 		29.14%
(27.34%, 31.02%) 		24.68%
(23.04%, 26.38%)
R 11.18%
(9.60%, 12.98%) 		16.04%
(14.58%, 17.58%) 		34.56%
(32.46%, 36.70%) 		24.26%
(22.52%, 26.10%) 		13.96%
(12.44%, 15.62%)
Gender
D - Male 4.58%
(3.48%, 6.02%) 		11.04%
(9.22%, 13.14%) 		28.02%
(24.96%, 31.30%) 		29.24%
(26.32%, 32.36%) 		27.12%
(24.24%, 30.20%)
D - Female 7.24%
(5.84%, 8.98%) 		12.50%
(10.86%, 14.34%) 		28.56%
(26.18%, 31.06%) 		29.08%
(26.76%, 31.50%) 		22.62%
(20.58%, 24.80%)
R - Male 10.86%
(8.88%, 13.20%) 		14.60%
(12.50%, 16.98%) 		35.12%
(32.10%, 38.26%) 		24.74%
(22.08%, 27.60%) 		14.68%
(12.66%, 16.98%)
R - Female 11.38%
(9.18%, 14.02%) 		17.66%
(15.26%, 20.38%) 		33.96%
(30.92%, 37.12%) 		23.76%
(21.22%, 26.48%) 		13.24%
(11.20%, 15.58%)
Age and Gender
D - Male - 18 to 34 4.58%
(2.72%, 7.62%) 		19.86%
(15.32%, 25.34%) 		36.24%
(29.46%, 43.62%) 		22.66%
(17.52%, 28.78%) 		16.66%
(12.24%, 22.26%)
D - Male - 35 to 54 6.90%
(4.62%, 10.22%) 		7.18%
(5.40%, 9.50%) 		28.46%
(23.70%, 33.76%) 		33.10%
(27.98%, 38.66%) 		24.34%
(19.66%, 29.74%)
D - Male - 55+ 2.32%
(1.26%, 4.20%) 		7.98%
(5.50%, 11.42%) 		20.96%
(16.94%, 25.62%) 		30.30%
(26.36%, 34.56%) 		38.46%
(34.04%, 43.08%)
D - Female - 18 to 34 12.06%
(8.58%, 16.68%) 		22.96%
(18.76%, 27.76%) 		32.54%
(27.88%, 37.58%) 		23.30%
(18.52%, 28.88%) 		9.14%
(6.66%, 12.42%)
D - Female - 35 to 54 6.94%
(5.26%, 9.12%) 		10.82%
(8.22%, 14.14%) 		32.44%
(28.00%, 37.20%) 		28.90%
(24.74%, 33.44%) 		20.90%
(17.14%, 25.22%)
D - Female - 55+ 4.52%
(2.78%, 7.30%) 		6.44%
(4.98%, 8.28%) 		22.84%
(19.46%, 26.58%) 		33.24%
(29.04%, 37.72%) 		32.96%
(29.10%, 37.06%)
R - Male - 18 to 34 10.02%
(6.12%, 15.96%) 		18.84%
(13.88%, 25.06%) 		40.10%
(31.84%, 48.94%) 		18.38%
(13.10%, 25.16%) 		12.68%
(8.12%, 19.26%)
R - Male - 35 to 54 11.78%
(8.38%, 16.32%) 		16.36%
(12.28%, 21.46%) 		35.26%
(29.88%, 41.06%) 		24.38%
(20.00%, 29.38%) 		12.20%
(9.18%, 16.02%)
R - Male - 55+ 10.18%
(7.78%, 13.20%) 		10.98%
(8.58%, 13.92%) 		32.94%
(29.20%, 36.92%) 		28.06%
(23.86%, 32.70%) 		17.84%
(15.10%, 20.96%)
R - Female - 18 to 34 18.94%
(13.12%, 26.52%) 		19.72%
(14.24%, 26.64%) 		38.02%
(29.82%, 46.96%) 		14.82%
(10.24%, 20.94%) 		8.52%
(4.72%, 14.88%)
R - Female - 35 to 54 11.20%
(8.10%, 15.28%) 		21.30%
(16.88%, 26.48%) 		31.86%
(27.12%, 37.02%) 		25.62%
(21.30%, 30.46%) 		10.02%
(7.50%, 13.28%)
R - Female - 55+ 9.02%
(6.54%, 12.30%) 		14.46%
(11.16%, 18.56%) 		32.96%
(28.94%, 37.24%) 		26.76%
(23.16%, 30.68%) 		16.80%
(13.44%, 20.80%)
Race
D - White 2.46%
(1.74%, 3.48%) 		7.50%
(6.16%, 9.10%) 		22.50%
(20.40%, 24.74%) 		34.56%
(32.38%, 36.80%) 		32.98%
(30.60%, 35.46%)
D - Non-white 10.30%
(8.38%, 12.58%) 		17.14%
(14.96%, 19.58%) 		35.34%
(32.02%, 38.80%) 		22.62%
(19.82%, 25.70%) 		14.60%
(12.58%, 16.90%)
R - White 10.40%
(8.90%, 12.12%) 		15.78%
(14.16%, 17.54%) 		33.70%
(31.34%, 36.16%) 		25.82%
(23.82%, 27.94%) 		14.30%
(12.54%, 16.24%)
R - Non-white 14.72%
(10.86%, 19.68%) 		16.68%
(13.62%, 20.26%) 		38.24%
(33.24%, 43.52%) 		17.54%
(13.92%, 21.86%) 		12.80%
(10.08%, 16.14%)
Education
D - College Grad 3.52%
(2.62%, 4.72%) 		6.88%
(5.64%, 8.36%) 		24.38%
(22.08%, 26.84%) 		34.56%
(32.00%, 37.22%) 		30.66%
(28.28%, 33.16%)
D - Not college grad 8.14%
(6.64%, 9.94%) 		15.96%
(13.88%, 18.26%) 		31.24%
(28.46%, 34.16%) 		24.64%
(22.28%, 27.18%) 		20.02%
(17.68%, 22.62%)
R - College Grad 9.38%
(7.46%, 11.74%) 		16.48%
(14.06%, 19.20%) 		33.48%
(30.08%, 37.04%) 		25.90%
(22.90%, 29.14%) 		14.76%
(11.84%, 18.28%)
R - Not college grad 12.08%
(10.00%, 14.52%) 		15.70%
(13.78%, 17.82%) 		34.86%
(32.38%, 37.44%) 		23.78%
(21.56%, 26.14%) 		13.58%
(11.88%, 15.48%) 
anes %>% tabtemplate1(V201353, "How often people denied right to vote")
How often people denied right to vote
Count Pct
-Refused 120 1.44%
-Don’t know 19 0.22%
Never 1,120 13.52%
Rarely 2,842 34.32%
Occasionally 2,637 31.84%
Fairly often 1,114 13.46%
Very often 429 5.18%
How often people denied right to vote
D Voters R Voters
Never 6.1% 23.0%
Rarely 25.4% 47.9%
Occasionally 38.4% 23.4%
Fairly often 22.0% 3.8%
Very often 8.1% 1.9%
How often people denied right to vote
Never Rarely Occasionally Fairly often Very often
Vote Intent
D 6.14%
(5.04%, 7.44%) 		25.38%
(23.52%, 27.32%) 		38.38%
(36.06%, 40.76%) 		22.00%
(20.42%, 23.68%) 		8.12%
(7.08%, 9.28%)
R 23.00%
(21.14%, 24.98%) 		47.90%
(45.32%, 50.52%) 		23.42%
(21.38%, 25.60%) 		3.76%
(3.06%, 4.62%) 		1.90%
(1.30%, 2.74%)
Gender
D - Male 5.84%
(4.40%, 7.72%) 		28.06%
(25.12%, 31.20%) 		38.18%
(34.78%, 41.72%) 		22.02%
(19.58%, 24.66%) 		5.90%
(4.56%, 7.60%)
D - Female 6.42%
(5.04%, 8.16%) 		23.02%
(20.94%, 25.26%) 		38.64%
(35.78%, 41.60%) 		21.92%
(19.64%, 24.38%) 		9.98%
(8.40%, 11.80%)
R - Male 23.54%
(21.04%, 26.26%) 		51.34%
(47.64%, 55.02%) 		21.06%
(18.14%, 24.30%) 		2.54%
(1.76%, 3.60%) 		1.54%
(0.86%, 2.74%)
R - Female 22.48%
(19.84%, 25.38%) 		44.36%
(41.00%, 47.76%) 		25.74%
(23.10%, 28.58%) 		5.12%
(3.82%, 6.82%) 		2.30%
(1.48%, 3.58%)
Age and Gender
D - Male - 18 to 34 4.96%
(2.46%, 9.72%) 		26.48%
(20.48%, 33.52%) 		37.78%
(30.86%, 45.20%) 		23.38%
(18.84%, 28.62%) 		7.40%
(4.56%, 11.82%)
D - Male - 35 to 54 5.84%
(3.62%, 9.30%) 		32.56%
(27.26%, 38.34%) 		35.70%
(30.30%, 41.46%) 		22.24%
(17.60%, 27.70%) 		3.66%
(2.28%, 5.80%)
D - Male - 55+ 6.76%
(4.54%, 9.98%) 		25.24%
(22.04%, 28.72%) 		40.44%
(35.46%, 45.64%) 		20.92%
(17.28%, 25.06%) 		6.64%
(4.46%, 9.76%)
D - Female - 18 to 34 4.34%
(2.44%, 7.60%) 		17.02%
(13.08%, 21.88%) 		37.32%
(31.86%, 43.10%) 		27.42%
(22.56%, 32.86%) 		13.90%
(10.00%, 19.00%)
D - Female - 35 to 54 5.28%
(3.80%, 7.28%) 		26.22%
(22.56%, 30.24%) 		41.12%
(36.42%, 45.98%) 		17.84%
(14.86%, 21.28%) 		9.54%
(7.08%, 12.76%)
D - Female - 55+ 8.72%
(6.34%, 11.84%) 		24.20%
(20.78%, 27.96%) 		38.06%
(33.86%, 42.42%) 		20.96%
(17.84%, 24.46%) 		8.08%
(6.16%, 10.54%)
R - Male - 18 to 34 25.04%
(19.26%, 31.90%) 		42.48%
(34.58%, 50.78%) 		27.14%
(20.48%, 35.00%) 		3.14%
(1.48%, 6.52%) 		2.20%
(0.84%, 5.60%)
R - Male - 35 to 54 22.88%
(18.98%, 27.32%) 		51.54%
(45.78%, 57.26%) 		22.24%
(17.48%, 27.88%) 		2.52%
(1.32%, 4.80%) 		0.80%
(0.34%, 1.92%)
R - Male - 55+ 23.24%
(19.58%, 27.34%) 		55.96%
(50.80%, 61.00%) 		17.36%
(14.04%, 21.26%) 		1.86%
(1.04%, 3.30%) 		1.60%
(0.60%, 4.22%)
R - Female - 18 to 34 18.46%
(13.04%, 25.44%) 		36.58%
(29.30%, 44.52%) 		32.10%
(25.54%, 39.46%) 		7.76%
(5.00%, 11.88%) 		5.10%
(2.52%, 10.10%)
R - Female - 35 to 54 22.84%
(18.48%, 27.90%) 		41.86%
(36.84%, 47.02%) 		26.12%
(21.34%, 31.54%) 		6.82%
(4.22%, 10.86%) 		2.36%
(1.00%, 5.46%)
R - Female - 55+ 24.16%
(20.30%, 28.50%) 		48.20%
(43.58%, 52.86%) 		23.04%
(19.36%, 27.16%) 		3.30%
(1.98%, 5.40%) 		1.32%
(0.56%, 3.08%)
Race
D - White 5.10%
(4.02%, 6.48%) 		28.10%
(25.84%, 30.46%) 		38.46%
(35.84%, 41.16%) 		22.36%
(20.38%, 24.48%) 		5.98%
(4.86%, 7.32%)
D - Non-white 7.46%
(5.62%, 9.88%) 		22.18%
(19.62%, 24.96%) 		38.26%
(34.54%, 42.12%) 		21.56%
(19.02%, 24.34%) 		10.54%
(8.72%, 12.68%)
R - White 23.58%
(21.44%, 25.88%) 		49.24%
(46.20%, 52.26%) 		23.14%
(20.90%, 25.56%) 		2.96%
(2.22%, 3.94%) 		1.06%
(0.72%, 1.58%)
R - Non-white 20.24%
(15.96%, 25.30%) 		41.98%
(36.00%, 48.22%) 		24.84%
(20.02%, 30.36%) 		7.28%
(5.20%, 10.08%) 		5.66%
(3.18%, 9.90%)
Education
D - College Grad 3.66%
(2.70%, 4.96%) 		23.12%
(20.78%, 25.64%) 		39.90%
(37.04%, 42.82%) 		26.50%
(24.22%, 28.92%) 		6.80%
(5.52%, 8.36%)
D - Not college grad 8.16%
(6.40%, 10.32%) 		27.32%
(24.84%, 29.96%) 		37.16%
(33.96%, 40.48%) 		18.36%
(16.14%, 20.82%) 		9.00%
(7.44%, 10.86%)
R - College Grad 22.26%
(19.18%, 25.66%) 		52.66%
(48.82%, 56.50%) 		22.14%
(19.14%, 25.46%) 		2.14%
(1.28%, 3.58%) 		0.80%
(0.34%, 1.86%)
R - Not college grad 23.52%
(21.24%, 25.96%) 		45.78%
(42.76%, 48.84%) 		24.00%
(21.40%, 26.80%) 		4.30%
(3.30%, 5.56%) 		2.40%
(1.60%, 3.60%) 
anes %>% tabtemplate1(V201356x, "Favor/oppose vote by mail")
Favor/oppose vote by mail
Count Pct
-DK/RF in V201354 or V201355 16 0.20%
Favor a great deal 1,226 14.80%
Favor moderately 744 8.98%
Favor a little 112 1.36%
Neither favor nor oppose 3,081 37.22%
Oppose a little 152 1.84%
Oppose moderately 756 9.14%
Oppose a great deal 2,192 26.48%
Favor/oppose vote by mail
D Voters R Voters
Favor a great deal 24.6% 4.0%
Favor moderately 14.8% 2.3%
Favor a little 1.8% 0.7%
Neither favor nor oppose 44.1% 24.2%
Oppose a little 1.4% 1.8%
Oppose moderately 6.7% 12.0%
Oppose a great deal 6.7% 55.1%
Favor/oppose vote by mail
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 24.56%
(22.84%, 26.36%) 		14.76%
(13.18%, 16.48%) 		1.80%
(1.34%, 2.42%) 		44.06%
(42.04%, 46.10%) 		1.38%
(1.00%, 1.90%) 		6.72%
(5.68%, 7.94%) 		6.74%
(5.74%, 7.88%)
R 3.98%
(3.12%, 5.04%) 		2.30%
(1.70%, 3.08%) 		0.66%
(0.36%, 1.22%) 		24.18%
(22.34%, 26.12%) 		1.78%
(1.26%, 2.52%) 		11.98%
(10.56%, 13.56%) 		55.12%
(52.78%, 57.44%)
Gender
D - Male 25.30%
(22.88%, 27.88%) 		16.28%
(13.68%, 19.28%) 		1.54%
(1.00%, 2.36%) 		42.82%
(39.86%, 45.86%) 		1.44%
(0.92%, 2.24%) 		6.40%
(4.94%, 8.28%) 		6.20%
(4.66%, 8.20%)
D - Female 23.92%
(21.58%, 26.42%) 		13.60%
(11.84%, 15.60%) 		2.02%
(1.36%, 2.98%) 		45.02%
(42.38%, 47.66%) 		1.34%
(0.88%, 2.04%) 		6.94%
(5.60%, 8.58%) 		7.14%
(5.86%, 8.70%)
R - Male 3.02%
(1.98%, 4.60%) 		2.26%
(1.40%, 3.58%) 		0.60%
(0.20%, 1.76%) 		23.96%
(21.22%, 26.94%) 		1.88%
(1.18%, 2.98%) 		12.88%
(10.82%, 15.28%) 		55.40%
(52.16%, 58.58%)
R - Female 4.94%
(3.64%, 6.64%) 		2.36%
(1.64%, 3.40%) 		0.72%
(0.40%, 1.32%) 		24.44%
(21.82%, 27.26%) 		1.70%
(0.98%, 2.94%) 		11.02%
(9.02%, 13.40%) 		54.82%
(51.48%, 58.12%)
Age and Gender
D - Male - 18 to 34 20.98%
(16.20%, 26.70%) 		17.34%
(13.08%, 22.66%) 		2.72%
(1.54%, 4.78%) 		39.42%
(33.14%, 46.06%) 		2.60%
(1.10%, 6.02%) 		10.72%
(6.98%, 16.10%) 		6.24%
(3.30%, 11.46%)
D - Male - 35 to 54 27.06%
(21.96%, 32.86%) 		16.64%
(12.82%, 21.32%) 		1.10%
(0.46%, 2.60%) 		42.18%
(36.30%, 48.30%) 		0.10%
(0.02%, 0.64%) 		6.00%
(3.86%, 9.20%) 		6.92%
(4.72%, 10.08%)
D - Male - 55+ 26.84%
(22.78%, 31.32%) 		15.46%
(12.12%, 19.52%) 		1.12%
(0.52%, 2.38%) 		45.68%
(41.36%, 50.08%) 		1.62%
(0.68%, 3.76%) 		3.60%
(2.20%, 5.82%) 		5.70%
(3.66%, 8.78%)
D - Female - 18 to 34 20.30%
(16.36%, 24.92%) 		14.42%
(10.70%, 19.16%) 		2.52%
(1.40%, 4.52%) 		43.88%
(38.52%, 49.38%) 		2.78%
(1.46%, 5.22%) 		8.68%
(5.42%, 13.62%) 		7.42%
(4.90%, 11.10%)
D - Female - 35 to 54 20.56%
(16.96%, 24.70%) 		14.06%
(11.20%, 17.48%) 		2.72%
(1.42%, 5.16%) 		46.40%
(42.30%, 50.56%) 		1.62%
(0.76%, 3.36%) 		6.92%
(4.76%, 9.96%) 		7.74%
(5.44%, 10.88%)
D - Female - 55+ 29.06%
(25.60%, 32.78%) 		12.38%
(10.14%, 15.06%) 		1.14%
(0.48%, 2.68%) 		44.64%
(40.52%, 48.82%) 		0.26%
(0.08%, 0.82%) 		5.98%
(4.18%, 8.48%) 		6.54%
(4.58%, 9.28%)
R - Male - 18 to 34 2.92%
(1.06%, 7.80%) 		0.34%
(0.10%, 1.14%) 		0.46%
(0.12%, 1.82%) 		23.56%
(17.68%, 30.70%) 		3.14%
(1.16%, 8.32%) 		17.64%
(12.52%, 24.30%) 		51.94%
(44.88%, 58.90%)
R - Male - 35 to 54 3.86%
(1.86%, 7.88%) 		3.26%
(1.64%, 6.38%) 		0.16%
(0.02%, 0.78%) 		24.92%
(19.92%, 30.70%) 		3.12%
(1.82%, 5.28%) 		14.14%
(10.60%, 18.60%) 		50.56%
(45.10%, 55.98%)
R - Male - 55+ 2.02%
(1.24%, 3.30%) 		2.64%
(1.36%, 5.08%) 		1.04%
(0.26%, 4.04%) 		23.94%
(20.24%, 28.06%) 		0.46%
(0.22%, 0.98%) 		10.32%
(8.00%, 13.22%) 		59.58%
(54.96%, 64.02%)
R - Female - 18 to 34 3.98%
(1.84%, 8.38%) 		4.18%
(1.98%, 8.60%) 		2.30%
(0.92%, 5.70%) 		36.64%
(29.12%, 44.88%) 		2.56%
(0.96%, 6.74%) 		8.04%
(4.36%, 14.32%) 		42.30%
(34.10%, 50.96%)
R - Female - 35 to 54 5.66%
(3.54%, 8.96%) 		2.52%
(1.30%, 4.84%) 		0.68%
(0.26%, 1.74%) 		25.32%
(20.78%, 30.46%) 		1.70%
(0.80%, 3.58%) 		13.28%
(9.60%, 18.10%) 		50.84%
(45.16%, 56.52%)
R - Female - 55+ 4.86%
(3.08%, 7.60%) 		1.58%
(0.88%, 2.78%) 		0.20%
(0.06%, 0.68%) 		19.08%
(15.62%, 23.08%) 		0.42%
(0.12%, 1.38%) 		10.96%
(8.64%, 13.84%) 		62.90%
(58.54%, 67.08%)
Race
D - White 27.10%
(24.70%, 29.64%) 		16.68%
(14.76%, 18.80%) 		1.76%
(1.20%, 2.60%) 		44.40%
(41.84%, 47.00%) 		1.38%
(0.84%, 2.26%) 		4.62%
(3.64%, 5.82%) 		4.04%
(3.08%, 5.30%)
D - Non-white 21.48%
(18.72%, 24.54%) 		12.56%
(10.44%, 15.04%) 		1.82%
(1.12%, 2.98%) 		43.42%
(40.18%, 46.72%) 		1.24%
(0.82%, 1.90%) 		9.44%
(7.62%, 11.64%) 		10.02%
(8.30%, 12.06%)
R - White 3.38%
(2.54%, 4.48%) 		1.90%
(1.38%, 2.58%) 		0.64%
(0.32%, 1.30%) 		23.04%
(21.08%, 25.14%) 		1.58%
(1.08%, 2.30%) 		11.98%
(10.42%, 13.72%) 		57.50%
(54.92%, 60.04%)
R - Non-white 6.66%
(4.02%, 10.84%) 		4.18%
(2.28%, 7.48%) 		0.76%
(0.26%, 2.12%) 		29.10%
(23.92%, 34.88%) 		2.80%
(1.34%, 5.74%) 		11.88%
(8.46%, 16.40%) 		44.64%
(38.80%, 50.64%)
Education
D - College Grad 27.50%
(24.92%, 30.22%) 		17.16%
(15.08%, 19.46%) 		1.90%
(1.26%, 2.88%) 		44.26%
(41.68%, 46.86%) 		0.66%
(0.40%, 1.10%) 		4.74%
(3.66%, 6.10%) 		3.78%
(2.88%, 4.96%)
D - Not college grad 22.20%
(19.68%, 24.94%) 		12.76%
(10.94%, 14.80%) 		1.74%
(1.16%, 2.64%) 		44.10%
(41.16%, 47.08%) 		2.00%
(1.34%, 2.96%) 		8.46%
(6.76%, 10.54%) 		8.74%
(7.18%, 10.62%)
R - College Grad 2.92%
(1.78%, 4.76%) 		1.84%
(1.00%, 3.30%) 		1.02%
(0.34%, 3.10%) 		21.04%
(18.00%, 24.44%) 		2.22%
(1.38%, 3.52%) 		13.98%
(11.42%, 17.00%) 		57.00%
(53.16%, 60.74%)
R - Not college grad 4.26%
(3.24%, 5.58%) 		2.46%
(1.74%, 3.46%) 		0.52%
(0.28%, 0.96%) 		25.84%
(23.56%, 28.28%) 		1.58%
(0.96%, 2.56%) 		11.32%
(9.72%, 13.14%) 		54.02%
(51.04%, 56.98%) 
anes %>% tabtemplate1(V201359x, "Favor/oppose requiring ID when voting")
Favor/oppose requiring ID when voting
Count Pct
-DK/RF in V201357 or V201358 19 0.22%
Favor a great deal 4,101 49.54%
Favor moderately 1,149 13.88%
Favor a little 301 3.64%
Neither favor nor oppose 1,609 19.44%
Oppose a little 111 1.34%
Oppose moderately 441 5.32%
Oppose a great deal 549 6.64%
Favor/oppose requiring ID when voting
D Voters R Voters
Favor a great deal 29.1% 78.9%
Favor moderately 16.1% 10.1%
Favor a little 4.7% 1.9%
Neither favor nor oppose 26.6% 6.8%
Oppose a little 2.2% 0.2%
Oppose moderately 9.3% 1.1%
Oppose a great deal 12.1% 1.0%
Favor/oppose requiring ID when voting
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 29.10%
(27.14%, 31.12%) 		16.12%
(14.72%, 17.62%) 		4.66%
(3.78%, 5.76%) 		26.58%
(24.78%, 28.46%) 		2.24%
(1.68%, 2.98%) 		9.26%
(8.06%, 10.60%) 		12.06%
(10.72%, 13.52%)
R 78.90%
(77.30%, 80.44%) 		10.06%
(8.86%, 11.40%) 		1.88%
(1.34%, 2.64%) 		6.82%
(5.78%, 8.04%) 		0.24%
(0.08%, 0.66%) 		1.10%
(0.72%, 1.68%) 		0.98%
(0.54%, 1.76%)
Gender
D - Male 27.14%
(24.24%, 30.22%) 		15.18%
(13.06%, 17.56%) 		5.74%
(4.34%, 7.52%) 		26.46%
(23.66%, 29.46%) 		2.60%
(1.76%, 3.80%) 		10.24%
(8.48%, 12.34%) 		12.66%
(10.74%, 14.88%)
D - Female 30.70%
(28.38%, 33.12%) 		16.96%
(14.94%, 19.18%) 		3.84%
(2.80%, 5.22%) 		26.62%
(24.14%, 29.24%) 		1.96%
(1.26%, 3.02%) 		8.46%
(7.02%, 10.16%) 		11.48%
(9.76%, 13.46%)
R - Male 79.88%
(77.54%, 82.04%) 		10.16%
(8.62%, 11.92%) 		2.02%
(1.30%, 3.10%) 		5.38%
(4.18%, 6.88%) 		0.14%
(0.04%, 0.46%) 		1.30%
(0.74%, 2.28%) 		1.14%
(0.52%, 2.42%)
R - Female 77.92%
(74.96%, 80.64%) 		9.94%
(8.24%, 11.94%) 		1.76%
(1.02%, 2.96%) 		8.34%
(6.60%, 10.48%) 		0.36%
(0.10%, 1.32%) 		0.86%
(0.48%, 1.54%) 		0.82%
(0.34%, 1.92%)
Age and Gender
D - Male - 18 to 34 22.32%
(16.22%, 29.88%) 		13.32%
(9.56%, 18.26%) 		9.18%
(5.90%, 14.02%) 		27.04%
(21.02%, 34.02%) 		2.94%
(1.66%, 5.16%) 		13.12%
(9.06%, 18.64%) 		12.08%
(8.40%, 17.06%)
D - Male - 35 to 54 30.40%
(25.68%, 35.58%) 		17.20%
(13.44%, 21.76%) 		5.38%
(3.20%, 8.92%) 		24.10%
(19.78%, 29.02%) 		2.86%
(1.40%, 5.68%) 		8.78%
(6.34%, 12.02%) 		11.28%
(8.96%, 14.10%)
D - Male - 55+ 27.74%
(23.88%, 31.96%) 		15.16%
(12.12%, 18.80%) 		3.32%
(1.98%, 5.48%) 		27.56%
(22.72%, 32.98%) 		1.96%
(1.04%, 3.66%) 		9.70%
(7.12%, 13.08%) 		14.58%
(11.58%, 18.20%)
D - Female - 18 to 34 24.30%
(19.66%, 29.64%) 		19.72%
(15.18%, 25.22%) 		4.98%
(2.96%, 8.30%) 		27.52%
(22.46%, 33.24%) 		3.30%
(1.58%, 6.74%) 		10.54%
(7.16%, 15.22%) 		9.64%
(7.18%, 12.84%)
D - Female - 35 to 54 31.50%
(27.32%, 36.00%) 		18.02%
(14.82%, 21.76%) 		4.40%
(2.72%, 7.00%) 		25.22%
(21.74%, 29.06%) 		1.50%
(0.78%, 2.90%) 		8.28%
(5.58%, 12.10%) 		11.06%
(7.98%, 15.16%)
D - Female - 55+ 33.96%
(30.34%, 37.78%) 		14.72%
(11.78%, 18.24%) 		2.82%
(1.62%, 4.84%) 		26.82%
(23.38%, 30.56%) 		1.52%
(0.68%, 3.34%) 		7.46%
(5.82%, 9.48%) 		12.72%
(10.18%, 15.78%)
R - Male - 18 to 34 67.90%
(60.88%, 74.20%) 		15.12%
(10.48%, 21.32%) 		3.02%
(1.40%, 6.48%) 		10.00%
(6.38%, 15.32%) 		0.32%
(0.04%, 2.28%) 		1.40%
(0.34%, 5.62%) 		2.22%
(0.84%, 5.78%)
R - Male - 35 to 54 77.44%
(72.82%, 81.48%) 		12.24%
(9.18%, 16.16%) 		2.86%
(1.30%, 6.18%) 		4.02%
(2.28%, 7.00%) 		0.10%
(0.02%, 0.72%) 		1.88%
(0.82%, 4.20%) 		1.46%
(0.42%, 4.84%)
R - Male - 55+ 86.72%
(83.62%, 89.32%) 		6.62%
(4.78%, 9.12%) 		1.10%
(0.50%, 2.34%) 		4.10%
(2.90%, 5.76%) 		0.08%
(0.00%, 0.52%) 		0.94%
(0.40%, 2.20%) 		0.46%
(0.12%, 1.90%)
R - Female - 18 to 34 63.24%
(54.16%, 71.46%) 		11.70%
(7.46%, 17.92%) 		1.48%
(0.52%, 4.16%) 		19.84%
(13.86%, 27.56%) 		1.44%
(0.26%, 7.38%) 		1.52%
(0.56%, 4.06%) 		0.78%
(0.18%, 3.40%)
R - Female - 35 to 54 78.52%
(73.26%, 82.96%) 		11.42%
(8.20%, 15.68%) 		1.66%
(0.78%, 3.48%) 		7.28%
(4.90%, 10.68%) 		0.12%
(0.02%, 0.80%) 		0.48%
(0.14%, 1.66%) 		0.54%
(0.18%, 1.52%)
R - Female - 55+ 83.74%
(80.38%, 86.60%) 		8.18%
(6.08%, 10.92%) 		1.36%
(0.60%, 3.02%) 		4.82%
(3.06%, 7.46%) 		0.12%
(0.02%, 0.90%) 		0.74%
(0.28%, 2.00%) 		1.06%
(0.28%, 3.98%)
Race
D - White 23.84%
(21.70%, 26.14%) 		17.72%
(15.94%, 19.66%) 		5.00%
(3.86%, 6.44%) 		26.30%
(24.00%, 28.72%) 		2.20%
(1.60%, 3.06%) 		11.08%
(9.46%, 12.94%) 		13.86%
(12.34%, 15.54%)
D - Non-white 35.54%
(32.42%, 38.80%) 		14.28%
(12.16%, 16.68%) 		4.16%
(2.94%, 5.86%) 		26.88%
(24.06%, 29.92%) 		2.22%
(1.34%, 3.66%) 		7.18%
(5.56%, 9.20%) 		9.74%
(7.68%, 12.26%)
R - White 80.72%
(78.80%, 82.52%) 		9.58%
(8.30%, 11.02%) 		1.64%
(1.12%, 2.42%) 		6.34%
(5.22%, 7.68%) 		0.04%
(0.02%, 0.16%) 		0.84%
(0.52%, 1.38%) 		0.84%
(0.44%, 1.58%)
R - Non-white 70.88%
(65.02%, 76.14%) 		12.44%
(9.36%, 16.38%) 		2.80%
(1.34%, 5.74%) 		8.76%
(5.92%, 12.78%) 		1.14%
(0.36%, 3.48%) 		2.32%
(1.12%, 4.74%) 		1.66%
(0.52%, 5.18%)
Education
D - College Grad 22.42%
(20.18%, 24.82%) 		15.78%
(13.72%, 18.08%) 		4.82%
(3.68%, 6.28%) 		25.02%
(22.70%, 27.50%) 		2.80%
(1.98%, 3.94%) 		11.60%
(9.78%, 13.70%) 		17.58%
(15.52%, 19.86%)
D - Not college grad 34.84%
(32.02%, 37.74%) 		15.86%
(14.04%, 17.86%) 		4.32%
(3.06%, 6.08%) 		28.02%
(25.22%, 30.98%) 		1.78%
(1.08%, 2.92%) 		7.54%
(5.98%, 9.46%) 		7.66%
(6.08%, 9.60%)
R - College Grad 83.36%
(80.50%, 85.88%) 		10.76%
(8.62%, 13.36%) 		1.48%
(0.80%, 2.70%) 		3.22%
(2.38%, 4.32%) 		0.12%
(0.02%, 0.50%) 		1.02%
(0.42%, 2.46%) 		0.04%
(0.00%, 0.24%)
R - Not college grad 77.16%
(74.88%, 79.30%) 		9.82%
(8.30%, 11.56%) 		2.04%
(1.34%, 3.06%) 		8.34%
(6.92%, 10.00%) 		0.30%
(0.10%, 0.94%) 		1.18%
(0.74%, 1.86%) 		1.20%
(0.68%, 2.10%) 
anes %>% tabtemplate1(V201362x, "Favor/oppose allowing felons to vote")
Favor/oppose allowing felons to vote
Count Pct
-DK/RF in V201360 or V201361 20 0.24%
Favor a great deal 2,461 29.72%
Favor moderately 1,687 20.38%
Favor a little 495 5.98%
Neither favor nor oppose 2,182 26.36%
Oppose a little 137 1.66%
Oppose moderately 510 6.16%
Oppose a great deal 788 9.52%
Favor/oppose allowing felons to vote
D Voters R Voters
Favor a great deal 42.1% 15.5%
Favor moderately 22.4% 19.0%
Favor a little 5.9% 5.6%
Neither favor nor oppose 20.7% 30.3%
Oppose a little 1.4% 2.0%
Oppose moderately 4.0% 9.0%
Oppose a great deal 3.3% 18.5%
Favor/oppose allowing felons to vote
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 42.12%
(40.04%, 44.26%) 		22.44%
(20.80%, 24.18%) 		5.94%
(5.06%, 6.94%) 		20.70%
(18.76%, 22.78%) 		1.44%
(1.02%, 2.02%) 		4.02%
(3.32%, 4.88%) 		3.34%
(2.68%, 4.16%)
R 15.54%
(13.90%, 17.34%) 		19.02%
(17.46%, 20.70%) 		5.60%
(4.54%, 6.90%) 		30.30%
(28.44%, 32.20%) 		1.96%
(1.40%, 2.72%) 		9.02%
(7.88%, 10.32%) 		18.54%
(16.76%, 20.48%)
Gender
D - Male 41.18%
(38.02%, 44.40%) 		23.80%
(21.20%, 26.62%) 		6.48%
(5.04%, 8.32%) 		20.30%
(17.50%, 23.40%) 		1.26%
(0.78%, 2.04%) 		3.72%
(2.70%, 5.12%) 		3.26%
(2.30%, 4.60%)
D - Female 42.98%
(40.16%, 45.82%) 		21.26%
(19.22%, 23.48%) 		5.52%
(4.36%, 6.96%) 		21.04%
(18.78%, 23.48%) 		1.58%
(1.00%, 2.50%) 		4.22%
(3.20%, 5.58%) 		3.38%
(2.56%, 4.48%)
R - Male 15.52%
(13.02%, 18.40%) 		18.32%
(15.98%, 20.94%) 		5.10%
(3.84%, 6.74%) 		28.12%
(25.50%, 30.90%) 		2.04%
(1.38%, 2.98%) 		9.50%
(7.68%, 11.68%) 		21.40%
(18.60%, 24.52%)
R - Female 15.62%
(13.44%, 18.06%) 		19.88%
(17.54%, 22.48%) 		6.16%
(4.72%, 7.98%) 		32.58%
(29.86%, 35.44%) 		1.88%
(1.08%, 3.28%) 		8.54%
(6.88%, 10.54%) 		15.34%
(13.28%, 17.64%)
Age and Gender
D - Male - 18 to 34 37.82%
(31.62%, 44.44%) 		25.08%
(19.10%, 32.18%) 		7.48%
(4.56%, 12.06%) 		21.36%
(15.72%, 28.34%) 		2.14%
(0.94%, 4.74%) 		5.58%
(3.00%, 10.12%) 		0.54%
(0.16%, 1.86%)
D - Male - 35 to 54 43.62%
(38.34%, 49.08%) 		24.92%
(20.18%, 30.34%) 		7.00%
(4.78%, 10.10%) 		17.94%
(13.74%, 23.10%) 		0.64%
(0.26%, 1.60%) 		3.32%
(1.72%, 6.34%) 		2.56%
(1.40%, 4.62%)
D - Male - 55+ 42.34%
(37.34%, 47.50%) 		21.62%
(17.78%, 26.04%) 		5.58%
(3.72%, 8.30%) 		20.70%
(16.52%, 25.62%) 		1.00%
(0.48%, 2.10%) 		2.84%
(1.86%, 4.32%) 		5.90%
(3.64%, 9.42%)
D - Female - 18 to 34 42.98%
(37.84%, 48.30%) 		21.92%
(17.24%, 27.42%) 		5.96%
(3.74%, 9.40%) 		20.28%
(16.32%, 24.92%) 		1.24%
(0.46%, 3.28%) 		4.78%
(2.54%, 8.84%) 		2.82%
(1.68%, 4.70%)
D - Female - 35 to 54 43.50%
(38.38%, 48.76%) 		22.08%
(18.12%, 26.64%) 		7.08%
(5.00%, 9.92%) 		20.70%
(16.82%, 25.22%) 		2.34%
(1.14%, 4.74%) 		2.94%
(1.96%, 4.36%) 		1.36%
(0.76%, 2.42%)
D - Female - 55+ 43.10%
(38.90%, 47.40%) 		20.26%
(17.12%, 23.80%) 		4.12%
(2.68%, 6.32%) 		21.40%
(18.02%, 25.24%) 		1.04%
(0.54%, 1.96%) 		5.02%
(3.28%, 7.62%) 		5.06%
(3.42%, 7.42%)
R - Male - 18 to 34 17.44%
(11.50%, 25.58%) 		18.96%
(13.42%, 26.10%) 		5.96%
(3.00%, 11.52%) 		32.74%
(25.98%, 40.30%) 		2.18%
(0.86%, 5.38%) 		9.32%
(5.94%, 14.36%) 		13.40%
(9.12%, 19.28%)
R - Male - 35 to 54 16.92%
(12.74%, 22.14%) 		19.80%
(15.38%, 25.10%) 		6.74%
(4.48%, 10.04%) 		25.94%
(21.24%, 31.26%) 		2.66%
(1.54%, 4.58%) 		9.00%
(6.36%, 12.60%) 		18.92%
(14.86%, 23.80%)
R - Male - 55+ 14.28%
(11.38%, 17.78%) 		16.14%
(13.68%, 18.96%) 		3.58%
(2.02%, 6.30%) 		27.96%
(24.12%, 32.14%) 		1.46%
(0.72%, 2.96%) 		9.56%
(7.14%, 12.70%) 		27.00%
(22.52%, 32.00%)
R - Female - 18 to 34 14.82%
(9.78%, 21.80%) 		18.54%
(13.16%, 25.46%) 		9.78%
(5.46%, 16.86%) 		35.92%
(28.80%, 43.70%) 		3.30%
(1.30%, 8.04%) 		5.96%
(3.60%, 9.74%) 		11.70%
(6.60%, 19.94%)
R - Female - 35 to 54 17.38%
(13.28%, 22.42%) 		20.06%
(15.60%, 25.40%) 		9.42%
(6.72%, 13.08%) 		32.14%
(27.00%, 37.74%) 		1.38%
(0.64%, 3.00%) 		7.70%
(4.92%, 11.88%) 		11.90%
(8.74%, 16.04%)
R - Female - 55+ 14.24%
(11.28%, 17.82%) 		20.08%
(16.84%, 23.78%) 		2.68%
(1.82%, 3.94%) 		31.58%
(28.08%, 35.32%) 		1.02%
(0.54%, 1.94%) 		10.04%
(7.38%, 13.54%) 		20.34%
(17.20%, 23.88%)
Race
D - White 38.58%
(35.90%, 41.30%) 		26.22%
(23.58%, 29.02%) 		7.16%
(5.92%, 8.62%) 		19.44%
(17.10%, 22.02%) 		1.32%
(0.90%, 1.92%) 		4.22%
(3.30%, 5.38%) 		3.08%
(2.28%, 4.14%)
D - Non-white 46.48%
(43.16%, 49.86%) 		17.98%
(15.60%, 20.62%) 		4.44%
(3.28%, 6.00%) 		22.10%
(19.32%, 25.14%) 		1.44%
(0.82%, 2.52%) 		3.82%
(2.62%, 5.56%) 		3.72%
(2.64%, 5.24%)
R - White 14.58%
(12.94%, 16.38%) 		19.48%
(17.70%, 21.40%) 		5.70%
(4.54%, 7.12%) 		30.50%
(28.28%, 32.82%) 		1.58%
(1.06%, 2.36%) 		9.58%
(8.26%, 11.06%) 		18.58%
(16.58%, 20.76%)
R - Non-white 20.28%
(15.52%, 26.08%) 		17.28%
(13.36%, 22.08%) 		4.90%
(2.88%, 8.22%) 		29.56%
(24.18%, 35.58%) 		3.62%
(2.10%, 6.16%) 		6.16%
(4.04%, 9.30%) 		18.18%
(14.04%, 23.22%)
Education
D - College Grad 44.30%
(41.12%, 47.52%) 		24.72%
(22.26%, 27.36%) 		7.00%
(5.72%, 8.52%) 		17.42%
(15.16%, 19.94%) 		1.22%
(0.80%, 1.82%) 		3.20%
(2.38%, 4.32%) 		2.16%
(1.44%, 3.20%)
D - Not college grad 40.06%
(37.04%, 43.18%) 		21.06%
(18.86%, 23.44%) 		5.10%
(3.96%, 6.54%) 		23.20%
(20.50%, 26.16%) 		1.52%
(0.92%, 2.50%) 		4.66%
(3.60%, 6.04%) 		4.38%
(3.38%, 5.66%)
R - College Grad 14.24%
(11.86%, 17.00%) 		20.16%
(17.38%, 23.24%) 		7.18%
(5.42%, 9.44%) 		26.72%
(23.78%, 29.90%) 		2.12%
(1.38%, 3.26%) 		11.40%
(8.98%, 14.36%) 		18.18%
(15.40%, 21.36%)
R - Not college grad 16.00%
(13.90%, 18.36%) 		18.54%
(16.50%, 20.78%) 		5.00%
(3.84%, 6.50%) 		32.14%
(29.56%, 34.84%) 		1.90%
(1.20%, 2.96%) 		7.96%
(6.64%, 9.48%) 		18.46%
(16.36%, 20.74%) 
anes %>% tabtemplate1(V201363, "Does R's state ask for ID to vote")
Does R’s state ask for ID to vote
Count Pct
-Refused 7 0.08%
-Don’t know 24 0.30%
Yes 4,505 54.42%
No 1,717 20.74%
Unsure 2,026 24.46%
Does R’s state ask for ID to vote
D Voters R Voters
Yes 52.7% 59.0%
No 24.0% 19.6%
Unsure 23.3% 21.4%
Does R’s state ask for ID to vote
Yes No Unsure
Vote Intent
D 52.74%
(50.64%, 54.82%) 		23.98%
(22.18%, 25.88%) 		23.28%
(21.56%, 25.10%)
R 59.02%
(56.46%, 61.54%) 		19.58%
(17.60%, 21.70%) 		21.40%
(19.50%, 23.42%)
Gender
D - Male 50.54%
(47.30%, 53.76%) 		25.48%
(22.86%, 28.32%) 		23.98%
(21.54%, 26.58%)
D - Female 54.44%
(51.76%, 57.10%) 		22.68%
(20.32%, 25.22%) 		22.88%
(20.84%, 25.04%)
R - Male 57.34%
(53.66%, 60.94%) 		19.34%
(16.62%, 22.40%) 		23.32%
(20.66%, 26.20%)
R - Female 61.04%
(57.82%, 64.18%) 		19.70%
(16.98%, 22.74%) 		19.26%
(16.66%, 22.16%)
Age and Gender
D - Male - 18 to 34 45.00%
(37.76%, 52.46%) 		19.54%
(14.86%, 25.24%) 		35.46%
(29.38%, 42.04%)
D - Male - 35 to 54 48.26%
(42.86%, 53.72%) 		27.98%
(23.54%, 32.92%) 		23.74%
(19.52%, 28.56%)
D - Male - 55+ 56.86%
(52.06%, 61.54%) 		28.08%
(23.90%, 32.68%) 		15.06%
(11.96%, 18.76%)
D - Female - 18 to 34 49.22%
(43.64%, 54.84%) 		15.32%
(11.62%, 19.92%) 		35.46%
(29.98%, 41.34%)
D - Female - 35 to 54 57.72%
(52.86%, 62.44%) 		22.26%
(18.68%, 26.30%) 		20.02%
(16.54%, 24.02%)
D - Female - 55+ 55.08%
(50.70%, 59.36%) 		28.04%
(24.76%, 31.58%) 		16.88%
(14.02%, 20.20%)
R - Male - 18 to 34 51.22%
(42.96%, 59.40%) 		16.70%
(10.82%, 24.88%) 		32.10%
(25.26%, 39.78%)
R - Male - 35 to 54 56.28%
(50.56%, 61.86%) 		18.08%
(14.06%, 22.96%) 		25.64%
(21.00%, 30.90%)
R - Male - 55+ 60.08%
(55.36%, 64.62%) 		22.16%
(18.60%, 26.18%) 		17.76%
(14.86%, 21.10%)
R - Female - 18 to 34 61.28%
(53.04%, 68.92%) 		13.54%
(8.54%, 20.84%) 		25.16%
(18.68%, 33.00%)
R - Female - 35 to 54 65.82%
(59.94%, 71.22%) 		16.96%
(13.08%, 21.68%) 		17.24%
(13.34%, 21.98%)
R - Female - 55+ 59.84%
(55.48%, 64.06%) 		23.50%
(19.54%, 27.96%) 		16.66%
(13.64%, 20.22%)
Race
D - White 45.32%
(42.84%, 47.82%) 		30.44%
(28.24%, 32.72%) 		24.24%
(22.10%, 26.54%)
D - Non-white 61.68%
(58.18%, 65.06%) 		16.18%
(13.50%, 19.24%) 		22.14%
(19.52%, 25.00%)
R - White 59.26%
(56.62%, 61.86%) 		20.30%
(18.22%, 22.58%) 		20.42%
(18.38%, 22.64%)
R - Non-white 57.86%
(51.70%, 63.78%) 		16.18%
(11.96%, 21.52%) 		25.96%
(20.80%, 31.88%)
Education
D - College Grad 48.22%
(45.36%, 51.08%) 		31.78%
(29.26%, 34.44%) 		20.00%
(17.96%, 22.22%)
D - Not college grad 56.32%
(53.38%, 59.20%) 		17.66%
(15.32%, 20.28%) 		26.02%
(23.32%, 28.92%)
R - College Grad 55.48%
(51.34%, 59.54%) 		23.96%
(20.94%, 27.28%) 		20.56%
(17.14%, 24.48%)
R - Not college grad 60.68%
(57.50%, 63.76%) 		17.68%
(15.36%, 20.28%) 		21.64%
(19.40%, 24.08%) 
anes %>% tabtemplate1(V201364, "Is R required to show photo ID to vote")
Is R required to show photo ID to vote
Count Pct
-Refused 0 0.00%
-Don’t know 34 0.42%
-Inapplicable 3,775 45.58%
Must be photo ID 3,088 37.30%
Other forms of ID are acceptable 468 5.66%
Unsure 914 11.04%
Is R required to show photo ID to vote
D Voters R Voters
Must be photo ID 66.9% 70.8%
Other forms of ID are acceptable 11.2% 9.9%
Unsure 21.9% 19.3%
Is R required to show photo ID to vote
Must be photo ID Other forms of ID are acceptable Unsure
Vote Intent
D 66.94%
(64.28%, 69.50%) 		11.20%
(9.42%, 13.24%) 		21.86%
(19.74%, 24.14%)
R 70.82%
(68.16%, 73.34%) 		9.86%
(8.32%, 11.64%) 		19.32%
(17.14%, 21.74%)
Gender
D - Male 68.38%
(64.04%, 72.40%) 		9.96%
(7.74%, 12.72%) 		21.68%
(18.26%, 25.52%)
D - Female 65.78%
(62.28%, 69.12%) 		12.14%
(9.84%, 14.92%) 		22.06%
(19.10%, 25.36%)
R - Male 70.70%
(66.66%, 74.44%) 		10.08%
(8.00%, 12.64%) 		19.22%
(16.04%, 22.86%)
R - Female 70.86%
(67.08%, 74.38%) 		9.62%
(7.36%, 12.46%) 		19.52%
(16.56%, 22.88%)
Age and Gender
D - Male - 18 to 34 70.72%
(61.10%, 78.80%) 		11.32%
(6.74%, 18.42%) 		17.94%
(11.46%, 27.00%)
D - Male - 35 to 54 70.30%
(63.10%, 76.60%) 		7.20%
(4.54%, 11.24%) 		22.50%
(16.78%, 29.50%)
D - Male - 55+ 64.64%
(58.44%, 70.40%) 		11.72%
(8.52%, 15.92%) 		23.64%
(18.68%, 29.44%)
D - Female - 18 to 34 55.60%
(47.84%, 63.10%) 		16.08%
(10.80%, 23.24%) 		28.32%
(22.16%, 35.42%)
D - Female - 35 to 54 67.84%
(61.42%, 73.64%) 		8.82%
(5.46%, 13.96%) 		23.34%
(18.06%, 29.60%)
D - Female - 55+ 69.90%
(64.42%, 74.84%) 		12.36%
(9.30%, 16.24%) 		17.76%
(13.90%, 22.40%)
R - Male - 18 to 34 68.54%
(57.88%, 77.56%) 		8.74%
(4.18%, 17.42%) 		22.72%
(15.00%, 32.86%)
R - Male - 35 to 54 76.32%
(69.88%, 81.74%) 		6.44%
(3.64%, 11.14%) 		17.24%
(12.46%, 23.34%)
R - Male - 55+ 68.74%
(63.20%, 73.80%) 		12.82%
(9.78%, 16.62%) 		18.44%
(13.92%, 24.02%)
R - Female - 18 to 34 61.46%
(50.48%, 71.38%) 		14.00%
(8.24%, 22.78%) 		24.54%
(16.32%, 35.14%)
R - Female - 35 to 54 74.90%
(67.78%, 80.90%) 		8.96%
(4.92%, 15.80%) 		16.14%
(12.26%, 20.94%)
R - Female - 55+ 69.90%
(64.46%, 74.82%) 		8.86%
(6.12%, 12.66%) 		21.24%
(16.76%, 26.52%)
Race
D - White 61.78%
(58.12%, 65.32%) 		12.56%
(10.30%, 15.24%) 		25.64%
(22.86%, 28.64%)
D - Non-white 71.48%
(67.58%, 75.08%) 		9.84%
(7.58%, 12.68%) 		18.68%
(15.60%, 22.20%)
R - White 70.62%
(67.80%, 73.30%) 		10.64%
(8.82%, 12.80%) 		18.74%
(16.50%, 21.18%)
R - Non-white 72.36%
(64.62%, 78.96%) 		6.20%
(3.84%, 9.86%) 		21.46%
(15.64%, 28.70%)
Education
D - College Grad 60.44%
(56.36%, 64.40%) 		12.68%
(10.34%, 15.48%) 		26.86%
(23.56%, 30.44%)
D - Not college grad 71.46%
(67.92%, 74.74%) 		10.40%
(8.22%, 13.06%) 		18.16%
(15.40%, 21.28%)
R - College Grad 64.20%
(59.86%, 68.32%) 		12.06%
(8.90%, 16.14%) 		23.74%
(20.34%, 27.50%)
R - Not college grad 73.00%
(69.70%, 76.08%) 		9.12%
(7.26%, 11.38%) 		17.88%
(15.18%, 20.94%) 
anes %>% tabtemplate1(V201365, "Options for election if COVID-19 continues")
Options for election if COVID-19 continues
Count Pct
-Refused 30 0.36%
-Don’t know 8 0.10%
Delay the election 128 1.56%
Have all voters mail in their ballots 1,855 22.40%
Proceed with in-person voting, but require social distancing at voting locati 5,776 69.76%
Proceed as normal with no extra precautions 482 5.82%
Options for election if COVID-19 continues
D Voters R Voters
Delay the election 0.9% 1.6%
Have all voters mail in their ballots 35.4% 5.9%
Proceed with in-person voting, but require social distancing at voting locati 61.2% 82.6%
Proceed as normal with no extra precautions 2.5% 9.9%
Options for election if COVID-19 continues
Delay the election Have all voters mail in their ballots Proceed with in-person voting, but require social distancing at voting locati Proceed as normal with no extra precautions
Vote Intent
D 0.92%
(0.62%, 1.36%) 		35.36%
(33.46%, 37.32%) 		61.18%
(59.16%, 63.18%) 		2.52%
(1.92%, 3.32%)
R 1.64%
(1.16%, 2.32%) 		5.90%
(4.78%, 7.24%) 		82.58%
(80.70%, 84.34%) 		9.88%
(8.62%, 11.28%)
Gender
D - Male 0.40%
(0.16%, 0.98%) 		36.60%
(33.56%, 39.74%) 		59.80%
(56.42%, 63.08%) 		3.20%
(2.22%, 4.60%)
D - Female 1.36%
(0.88%, 2.10%) 		34.22%
(31.96%, 36.54%) 		62.52%
(60.16%, 64.84%) 		1.90%
(1.34%, 2.68%)
R - Male 1.62%
(1.08%, 2.44%) 		5.68%
(4.14%, 7.78%) 		82.22%
(79.70%, 84.50%) 		10.46%
(8.78%, 12.42%)
R - Female 1.68%
(0.98%, 2.88%) 		6.08%
(4.62%, 7.96%) 		83.12%
(80.18%, 85.68%) 		9.14%
(7.38%, 11.26%)
Age and Gender
D - Male - 18 to 34 0.18%
(0.02%, 1.32%) 		36.48%
(30.32%, 43.10%) 		60.12%
(53.08%, 66.76%) 		3.22%
(1.50%, 6.80%)
D - Male - 35 to 54 0.68%
(0.18%, 2.42%) 		35.14%
(30.28%, 40.36%) 		61.12%
(55.76%, 66.20%) 		3.06%
(1.58%, 5.90%)
D - Male - 55+ 0.34%
(0.08%, 1.56%) 		37.14%
(32.74%, 41.80%) 		59.62%
(55.10%, 63.98%) 		2.90%
(1.84%, 4.52%)
D - Female - 18 to 34 3.00%
(1.70%, 5.24%) 		33.70%
(28.54%, 39.30%) 		60.64%
(54.94%, 66.08%) 		2.64%
(1.46%, 4.76%)
D - Female - 35 to 54 1.38%
(0.62%, 3.06%) 		30.34%
(26.30%, 34.70%) 		66.42%
(61.78%, 70.76%) 		1.86%
(1.00%, 3.40%)
D - Female - 55+ 0.32%
(0.08%, 1.22%) 		36.94%
(33.20%, 40.82%) 		61.28%
(57.26%, 65.14%) 		1.48%
(0.92%, 2.36%)
R - Male - 18 to 34 2.08%
(0.92%, 4.64%) 		7.22%
(3.90%, 12.98%) 		79.00%
(72.40%, 84.36%) 		11.70%
(7.72%, 17.36%)
R - Male - 35 to 54 2.24%
(1.16%, 4.32%) 		5.38%
(3.06%, 9.32%) 		82.66%
(77.90%, 86.58%) 		9.72%
(6.76%, 13.78%)
R - Male - 55+ 0.94%
(0.42%, 2.06%) 		4.56%
(3.02%, 6.84%) 		84.02%
(80.72%, 86.84%) 		10.50%
(8.20%, 13.36%)
R - Female - 18 to 34 1.80%
(0.62%, 5.06%) 		12.86%
(7.44%, 21.30%) 		73.24%
(64.26%, 80.64%) 		12.10%
(7.44%, 19.08%)
R - Female - 35 to 54 1.96%
(0.82%, 4.60%) 		4.92%
(3.18%, 7.52%) 		80.68%
(75.22%, 85.18%) 		12.42%
(9.14%, 16.70%)
R - Female - 55+ 1.50%
(0.58%, 3.84%) 		4.02%
(2.74%, 5.88%) 		88.80%
(85.44%, 91.44%) 		5.68%
(3.94%, 8.12%)
Race
D - White 0.40%
(0.18%, 0.92%) 		38.38%
(35.64%, 41.18%) 		59.34%
(56.38%, 62.24%) 		1.88%
(1.40%, 2.56%)
D - Non-white 1.58%
(1.02%, 2.44%) 		31.62%
(28.82%, 34.54%) 		63.52%
(60.52%, 66.40%) 		3.30%
(2.26%, 4.80%)
R - White 1.26%
(0.86%, 1.84%) 		4.12%
(3.24%, 5.26%) 		84.20%
(82.24%, 85.98%) 		10.42%
(9.00%, 12.02%)
R - Non-white 2.82%
(1.52%, 5.14%) 		13.90%
(9.72%, 19.48%) 		76.42%
(70.84%, 81.22%) 		6.88%
(4.64%, 10.10%)
Education
D - College Grad 0.22%
(0.10%, 0.50%) 		36.78%
(34.02%, 39.62%) 		60.84%
(57.86%, 63.74%) 		2.16%
(1.46%, 3.22%)
D - Not college grad 1.50%
(1.00%, 2.26%) 		34.60%
(31.94%, 37.36%) 		61.02%
(58.22%, 63.72%) 		2.88%
(2.04%, 4.04%)
R - College Grad 0.86%
(0.40%, 1.82%) 		3.56%
(2.46%, 5.10%) 		86.90%
(84.20%, 89.20%) 		8.70%
(7.04%, 10.70%)
R - Not college grad 2.00%
(1.36%, 2.92%) 		6.94%
(5.44%, 8.80%) 		80.96%
(78.52%, 83.20%) 		10.10%
(8.54%, 11.92%)

Importance to democracy

anes %>% tabtemplate1(V201366, "How important that news organizations free to criticize")
How important that news organizations free to criticize
Count Pct
-Refused 39 0.46%
-Don’t know 3 0.04%
Not important at all 873 10.54%
A little important 635 7.68%
Moderately important 1,914 23.12%
Very important 1,761 21.28%
Extremely important 3,054 36.88%
How important that news organizations free to criticize
D Voters R Voters
Not important at all 4.1% 18.2%
A little important 4.4% 11.8%
Moderately important 17.1% 27.8%
Very important 21.5% 22.3%
Extremely important 52.9% 20.0%
How important that news organizations free to criticize
Not important at all A little important Moderately important Very important Extremely important
Vote Intent
D 4.10%
(3.28%, 5.12%) 		4.40%
(3.58%, 5.38%) 		17.06%
(15.44%, 18.82%) 		21.52%
(19.58%, 23.60%) 		52.90%
(50.78%, 55.02%)
R 18.22%
(16.58%, 19.98%) 		11.78%
(10.52%, 13.16%) 		27.78%
(26.04%, 29.58%) 		22.26%
(20.54%, 24.08%) 		19.98%
(18.30%, 21.76%)
Gender
D - Male 3.02%
(2.06%, 4.44%) 		3.42%
(2.28%, 5.10%) 		14.20%
(11.76%, 17.04%) 		19.84%
(16.96%, 23.06%) 		59.54%
(55.98%, 63.00%)
D - Female 5.04%
(3.94%, 6.40%) 		5.26%
(4.22%, 6.54%) 		19.60%
(17.42%, 21.98%) 		22.72%
(20.32%, 25.30%) 		47.40%
(45.06%, 49.76%)
R - Male 15.84%
(13.38%, 18.66%) 		10.56%
(8.92%, 12.46%) 		24.96%
(22.52%, 27.60%) 		23.88%
(21.56%, 26.36%) 		24.76%
(22.10%, 27.60%)
R - Female 20.62%
(18.10%, 23.40%) 		13.18%
(11.20%, 15.46%) 		30.86%
(28.18%, 33.66%) 		20.34%
(17.84%, 23.08%) 		15.00%
(13.02%, 17.24%)
Age and Gender
D - Male - 18 to 34 3.40%
(1.52%, 7.42%) 		4.66%
(2.24%, 9.46%) 		18.72%
(13.88%, 24.78%) 		19.58%
(14.92%, 25.26%) 		53.66%
(46.52%, 60.64%)
D - Male - 35 to 54 3.86%
(2.34%, 6.34%) 		3.78%
(2.02%, 6.96%) 		13.32%
(9.88%, 17.70%) 		17.26%
(13.22%, 22.24%) 		61.78%
(56.22%, 67.04%)
D - Male - 55+ 1.98%
(0.92%, 4.14%) 		2.14%
(1.14%, 3.98%) 		11.08%
(8.20%, 14.82%) 		23.10%
(18.72%, 28.14%) 		61.70%
(57.06%, 66.14%)
D - Female - 18 to 34 5.48%
(3.30%, 9.00%) 		6.76%
(4.40%, 10.28%) 		21.44%
(17.06%, 26.60%) 		21.98%
(17.12%, 27.74%) 		44.34%
(38.74%, 50.06%)
D - Female - 35 to 54 5.10%
(3.50%, 7.38%) 		5.34%
(3.74%, 7.56%) 		22.84%
(18.64%, 27.66%) 		20.60%
(16.52%, 25.38%) 		46.12%
(41.02%, 51.32%)
D - Female - 55+ 4.52%
(3.06%, 6.66%) 		4.18%
(2.78%, 6.22%) 		15.78%
(12.80%, 19.28%) 		25.00%
(21.48%, 28.90%) 		50.52%
(46.34%, 54.70%)
R - Male - 18 to 34 15.84%
(10.94%, 22.34%) 		12.12%
(7.68%, 18.60%) 		24.02%
(18.02%, 31.28%) 		24.70%
(18.86%, 31.64%) 		23.32%
(18.18%, 29.42%)
R - Male - 35 to 54 18.82%
(14.50%, 24.08%) 		12.88%
(9.68%, 16.94%) 		25.62%
(20.96%, 30.92%) 		19.32%
(15.44%, 23.92%) 		23.34%
(19.10%, 28.18%)
R - Male - 55+ 14.36%
(11.30%, 18.10%) 		8.20%
(6.16%, 10.82%) 		24.64%
(21.44%, 28.12%) 		26.64%
(23.18%, 30.42%) 		26.18%
(22.24%, 30.54%)
R - Female - 18 to 34 22.36%
(16.06%, 30.22%) 		10.58%
(7.10%, 15.52%) 		37.06%
(29.62%, 45.16%) 		15.36%
(10.42%, 22.04%) 		14.64%
(9.64%, 21.62%)
R - Female - 35 to 54 20.34%
(16.30%, 25.08%) 		17.34%
(13.30%, 22.32%) 		24.92%
(20.24%, 30.28%) 		22.88%
(18.10%, 28.48%) 		14.52%
(11.12%, 18.72%)
R - Female - 55+ 19.56%
(16.24%, 23.34%) 		11.24%
(8.90%, 14.12%) 		32.74%
(29.04%, 36.68%) 		21.00%
(17.52%, 24.98%) 		15.46%
(12.34%, 19.18%)
Race
D - White 2.78%
(2.00%, 3.86%) 		2.96%
(2.30%, 3.78%) 		12.66%
(10.94%, 14.62%) 		19.00%
(17.04%, 21.16%) 		62.58%
(60.04%, 65.04%)
D - Non-white 5.76%
(4.26%, 7.76%) 		6.18%
(4.68%, 8.10%) 		22.44%
(19.54%, 25.62%) 		24.40%
(21.10%, 28.04%) 		41.22%
(37.82%, 44.70%)
R - White 18.90%
(17.04%, 20.88%) 		12.10%
(10.64%, 13.74%) 		27.52%
(25.62%, 29.52%) 		21.80%
(19.88%, 23.86%) 		19.68%
(17.80%, 21.68%)
R - Non-white 14.98%
(11.40%, 19.44%) 		10.70%
(7.76%, 14.58%) 		28.92%
(24.20%, 34.12%) 		24.06%
(19.48%, 29.34%) 		21.34%
(17.74%, 25.46%)
Education
D - College Grad 1.56%
(1.08%, 2.26%) 		2.80%
(2.06%, 3.82%) 		10.68%
(8.92%, 12.74%) 		18.50%
(16.32%, 20.90%) 		66.44%
(63.62%, 69.16%)
D - Not college grad 6.24%
(4.86%, 7.96%) 		5.52%
(4.20%, 7.18%) 		22.54%
(20.04%, 25.26%) 		23.64%
(20.80%, 26.72%) 		42.08%
(39.04%, 45.16%)
R - College Grad 11.60%
(9.48%, 14.12%) 		10.32%
(8.00%, 13.20%) 		22.96%
(19.98%, 26.22%) 		26.62%
(23.24%, 30.28%) 		28.52%
(24.82%, 32.52%)
R - Not college grad 21.34%
(19.24%, 23.60%) 		12.54%
(10.90%, 14.40%) 		29.68%
(27.52%, 31.92%) 		20.34%
(18.24%, 22.60%) 		16.12%
(14.16%, 18.30%) 
anes %>% tabtemplate1(V201367, "How important branches of government keep one another from too much power")
How important branches of government keep one another from too much power
Count Pct
-Refused 26 0.32%
-Don’t know 2 0.02%
Not important at all 110 1.34%
A little important 236 2.84%
Moderately important 1,211 14.62%
Very important 2,194 26.50%
Extremely important 4,501 54.36%
How important branches of government keep one another from too much power
D Voters R Voters
Not important at all 0.9% 1.1%
A little important 2.5% 2.9%
Moderately important 11.6% 16.0%
Very important 21.4% 33.5%
Extremely important 63.6% 46.4%
How important branches of government keep one another from too much power
Not important at all A little important Moderately important Very important Extremely important
Vote Intent
D 0.92%
(0.62%, 1.38%) 		2.48%
(1.90%, 3.22%) 		11.60%
(10.12%, 13.26%) 		21.44%
(19.96%, 22.98%) 		63.56%
(61.68%, 65.40%)
R 1.14%
(0.72%, 1.84%) 		2.92%
(2.22%, 3.80%) 		16.02%
(14.78%, 17.34%) 		33.52%
(31.60%, 35.50%) 		46.40%
(44.18%, 48.62%)
Gender
D - Male 1.08%
(0.62%, 1.88%) 		2.00%
(1.28%, 3.08%) 		10.14%
(8.10%, 12.64%) 		19.58%
(17.24%, 22.16%) 		67.20%
(64.22%, 70.06%)
D - Female 0.82%
(0.42%, 1.56%) 		2.90%
(2.10%, 3.98%) 		12.92%
(11.14%, 14.92%) 		23.08%
(21.12%, 25.14%) 		60.30%
(57.76%, 62.78%)
R - Male 0.88%
(0.38%, 1.96%) 		2.66%
(1.88%, 3.76%) 		14.22%
(12.32%, 16.38%) 		32.42%
(29.72%, 35.26%) 		49.80%
(46.76%, 52.86%)
R - Female 1.46%
(0.82%, 2.54%) 		3.20%
(2.18%, 4.70%) 		17.96%
(15.76%, 20.40%) 		34.52%
(31.48%, 37.68%) 		42.86%
(39.84%, 45.94%)
Age and Gender
D - Male - 18 to 34 1.46%
(0.44%, 4.72%) 		3.40%
(1.50%, 7.52%) 		12.78%
(8.30%, 19.18%) 		21.78%
(16.42%, 28.30%) 		60.58%
(53.68%, 67.08%)
D - Male - 35 to 54 1.34%
(0.76%, 2.36%) 		1.74%
(0.88%, 3.34%) 		9.04%
(6.42%, 12.56%) 		17.02%
(13.58%, 21.12%) 		70.88%
(65.82%, 75.46%)
D - Male - 55+ 0.58%
(0.20%, 1.64%) 		1.02%
(0.42%, 2.42%) 		9.02%
(6.26%, 12.80%) 		20.18%
(16.50%, 24.44%) 		69.22%
(64.96%, 73.16%)
D - Female - 18 to 34 0.70%
(0.10%, 4.84%) 		4.82%
(2.92%, 7.84%) 		15.28%
(11.28%, 20.38%) 		18.62%
(14.70%, 23.28%) 		60.60%
(54.56%, 66.32%)
D - Female - 35 to 54 0.82%
(0.28%, 2.40%) 		3.00%
(1.60%, 5.56%) 		15.32%
(12.40%, 18.82%) 		24.02%
(20.06%, 28.48%) 		56.84%
(51.84%, 61.70%)
D - Female - 55+ 0.88%
(0.40%, 1.94%) 		1.74%
(0.94%, 3.20%) 		9.34%
(6.90%, 12.50%) 		25.20%
(21.78%, 28.92%) 		62.86%
(58.84%, 66.74%)
R - Male - 18 to 34 3.00%
(1.16%, 7.52%) 		2.68%
(1.10%, 6.42%) 		23.86%
(17.78%, 31.24%) 		23.62%
(17.96%, 30.40%) 		46.82%
(39.72%, 54.06%)
R - Male - 35 to 54 0.34%
(0.04%, 2.36%) 		4.32%
(2.44%, 7.56%) 		15.70%
(12.66%, 19.34%) 		30.26%
(25.58%, 35.38%) 		49.38%
(43.96%, 54.82%)
R - Male - 55+ 0.26%
(0.06%, 1.10%) 		1.64%
(0.90%, 2.94%) 		8.96%
(7.02%, 11.38%) 		38.18%
(33.96%, 42.58%) 		50.96%
(46.52%, 55.38%)
R - Female - 18 to 34 2.70%
(0.92%, 7.68%) 		5.88%
(2.82%, 11.84%) 		26.60%
(20.24%, 34.10%) 		28.92%
(22.02%, 36.96%) 		35.90%
(27.76%, 44.94%)
R - Female - 35 to 54 2.38%
(1.12%, 4.98%) 		4.10%
(2.32%, 7.20%) 		17.52%
(13.82%, 21.96%) 		30.36%
(25.44%, 35.80%) 		45.62%
(40.50%, 50.82%)
R - Female - 55+ 0.48%
(0.16%, 1.46%) 		1.84%
(1.02%, 3.26%) 		14.18%
(11.40%, 17.50%) 		38.80%
(34.56%, 43.24%) 		44.70%
(40.46%, 49.04%)
Race
D - White 0.12%
(0.06%, 0.28%) 		1.20%
(0.72%, 2.04%) 		6.86%
(5.54%, 8.48%) 		18.96%
(17.24%, 20.80%) 		72.86%
(70.76%, 74.84%)
D - Non-white 1.86%
(1.22%, 2.88%) 		4.08%
(3.02%, 5.50%) 		17.48%
(14.72%, 20.62%) 		24.40%
(21.54%, 27.52%) 		52.18%
(48.82%, 55.52%)
R - White 1.08%
(0.64%, 1.80%) 		2.28%
(1.72%, 3.02%) 		14.94%
(13.52%, 16.48%) 		33.66%
(31.50%, 35.90%) 		48.04%
(45.72%, 50.36%)
R - Non-white 1.08%
(0.32%, 3.52%) 		5.82%
(3.38%, 9.86%) 		21.14%
(17.28%, 25.58%) 		32.26%
(26.96%, 38.04%) 		39.72%
(34.70%, 44.96%)
Education
D - College Grad 0.38%
(0.10%, 1.52%) 		1.12%
(0.62%, 2.00%) 		5.04%
(3.96%, 6.40%) 		17.24%
(15.18%, 19.52%) 		76.22%
(73.68%, 78.60%)
D - Not college grad 1.38%
(0.78%, 2.40%) 		3.62%
(2.72%, 4.82%) 		17.04%
(14.66%, 19.72%) 		24.68%
(22.26%, 27.26%) 		53.30%
(50.32%, 56.26%)
R - College Grad 0.08%
(0.02%, 0.62%) 		1.04%
(0.60%, 1.80%) 		10.52%
(8.40%, 13.12%) 		29.40%
(26.02%, 33.02%) 		58.96%
(54.94%, 62.84%)
R - Not college grad 1.64%
(1.02%, 2.62%) 		3.76%
(2.80%, 5.04%) 		18.48%
(16.70%, 20.40%) 		35.64%
(33.22%, 38.12%) 		40.48%
(37.76%, 43.28%) 
anes %>% tabtemplate1(V201368, "How important elected officials face serious consequences for misconduct")
How important elected officials face serious consequences for misconduct
Count Pct
-Refused 16 0.20%
-Don’t know 0 0.00%
Not important at all 82 1.00%
A little important 105 1.28%
Moderately important 706 8.52%
Very important 1,904 23.00%
Extremely important 5,466 66.02%
How important elected officials face serious consequences for misconduct
D Voters R Voters
Not important at all 0.9% 0.6%
A little important 1.2% 1.0%
Moderately important 6.4% 9.0%
Very important 16.7% 30.8%
Extremely important 74.8% 58.6%
How important elected officials face serious consequences for misconduct
Not important at all A little important Moderately important Very important Extremely important
Vote Intent
D 0.88%
(0.52%, 1.48%) 		1.22%
(0.78%, 1.90%) 		6.44%
(5.36%, 7.72%) 		16.68%
(15.28%, 18.20%) 		74.76%
(72.86%, 76.58%)
R 0.64%
(0.36%, 1.16%) 		0.98%
(0.64%, 1.52%) 		8.98%
(7.78%, 10.34%) 		30.76%
(28.70%, 32.90%) 		58.62%
(56.34%, 60.88%)
Gender
D - Male 1.20%
(0.56%, 2.52%) 		0.76%
(0.38%, 1.52%) 		6.24%
(4.60%, 8.40%) 		15.92%
(13.72%, 18.40%) 		75.90%
(72.78%, 78.74%)
D - Female 0.64%
(0.34%, 1.20%) 		1.62%
(0.92%, 2.82%) 		6.62%
(5.42%, 8.06%) 		17.42%
(15.40%, 19.62%) 		73.72%
(70.98%, 76.28%)
R - Male 0.40%
(0.18%, 0.92%) 		0.82%
(0.40%, 1.66%) 		8.36%
(6.70%, 10.38%) 		30.04%
(27.24%, 32.98%) 		60.38%
(57.28%, 63.42%)
R - Female 0.90%
(0.42%, 1.94%) 		1.16%
(0.70%, 1.92%) 		9.68%
(7.82%, 11.94%) 		31.56%
(28.54%, 34.74%) 		56.68%
(53.24%, 60.06%)
Age and Gender
D - Male - 18 to 34 2.12%
(0.70%, 6.16%) 		1.36%
(0.46%, 3.94%) 		8.10%
(4.66%, 13.74%) 		16.06%
(11.50%, 22.00%) 		72.36%
(65.94%, 77.98%)
D - Male - 35 to 54 1.70%
(0.58%, 4.90%) 		0.98%
(0.38%, 2.52%) 		5.52%
(3.38%, 8.86%) 		13.36%
(10.08%, 17.48%) 		78.44%
(73.30%, 82.84%)
D - Male - 55+ 0.08%
(0.02%, 0.30%) 		0.10%
(0.02%, 0.70%) 		5.16%
(3.28%, 8.04%) 		18.10%
(14.96%, 21.70%) 		76.58%
(72.66%, 80.10%)
D - Female - 18 to 34 0.90%
(0.32%, 2.48%) 		2.90%
(1.18%, 6.92%) 		9.14%
(6.22%, 13.24%) 		15.98%
(12.06%, 20.88%) 		71.06%
(64.84%, 76.58%)
D - Female - 35 to 54 0.86%
(0.32%, 2.40%) 		1.00%
(0.40%, 2.52%) 		7.84%
(5.64%, 10.76%) 		15.82%
(12.52%, 19.80%) 		74.48%
(69.94%, 78.54%)
D - Female - 55+ 0.32%
(0.08%, 1.14%) 		1.34%
(0.50%, 3.52%) 		3.98%
(2.50%, 6.28%) 		19.08%
(15.84%, 22.82%) 		75.28%
(70.98%, 79.12%)
R - Male - 18 to 34 0.90%
(0.24%, 3.30%) 		1.10%
(0.38%, 3.26%) 		18.80%
(13.26%, 26.00%) 		23.12%
(17.76%, 29.54%) 		56.06%
(48.52%, 63.32%)
R - Male - 35 to 54 0.24%
(0.04%, 1.68%) 		1.76%
(0.68%, 4.52%) 		8.06%
(5.46%, 11.76%) 		32.76%
(27.94%, 37.98%) 		57.18%
(51.66%, 62.50%)
R - Male - 55+ 0.30%
(0.10%, 0.98%) 		0.08%
(0.02%, 0.38%) 		4.04%
(2.84%, 5.70%) 		30.80%
(26.86%, 35.02%) 		64.78%
(60.44%, 68.88%)
R - Female - 18 to 34 2.92%
(1.04%, 7.92%) 		1.56%
(0.56%, 4.28%) 		17.22%
(11.96%, 24.16%) 		30.44%
(23.34%, 38.62%) 		47.86%
(39.48%, 56.36%)
R - Female - 35 to 54 1.18%
(0.40%, 3.42%) 		1.32%
(0.50%, 3.48%) 		9.42%
(6.26%, 13.98%) 		31.94%
(26.36%, 38.12%) 		56.12%
(49.86%, 62.20%)
R - Female - 55+ NA 0.94%
(0.44%, 2.00%) 		7.06%
(4.84%, 10.20%) 		31.82%
(27.96%, 35.92%) 		60.20%
(55.72%, 64.52%)
Race
D - White 0.18%
(0.08%, 0.42%) 		0.30%
(0.12%, 0.78%) 		3.26%
(2.38%, 4.44%) 		14.80%
(13.18%, 16.56%) 		81.46%
(79.64%, 83.14%)
D - Non-white 1.76%
(1.00%, 3.08%) 		2.36%
(1.44%, 3.88%) 		10.34%
(8.24%, 12.88%) 		18.86%
(16.54%, 21.40%) 		66.68%
(63.30%, 69.90%)
R - White 0.50%
(0.26%, 0.92%) 		0.78%
(0.48%, 1.26%) 		7.16%
(6.06%, 8.44%) 		32.02%
(29.66%, 34.46%) 		59.56%
(57.04%, 62.02%)
R - Non-white 0.90%
(0.22%, 3.48%) 		1.98%
(0.90%, 4.24%) 		17.12%
(12.94%, 22.30%) 		24.86%
(20.40%, 29.90%) 		55.14%
(49.56%, 60.62%)
Education
D - College Grad 0.40%
(0.10%, 1.50%) 		0.18%
(0.04%, 0.60%) 		2.74%
(1.96%, 3.80%) 		15.28%
(13.22%, 17.58%) 		81.42%
(78.70%, 83.86%)
D - Not college grad 1.30%
(0.74%, 2.26%) 		2.10%
(1.30%, 3.34%) 		9.56%
(7.82%, 11.68%) 		17.84%
(15.74%, 20.14%) 		69.20%
(66.60%, 71.68%)
R - College Grad NA 0.88%
(0.48%, 1.60%) 		5.68%
(3.90%, 8.20%) 		30.38%
(26.84%, 34.14%) 		63.06%
(59.32%, 66.66%)
R - Not college grad 0.94%
(0.52%, 1.68%) 		1.06%
(0.62%, 1.78%) 		10.28%
(8.64%, 12.18%) 		30.90%
(28.34%, 33.58%) 		56.84%
(54.00%, 59.62%) 
anes %>% tabtemplate1(V201369, "How important that people agree on basic facts")
How important that people agree on basic facts
Count Pct
-Refused 42 0.50%
-Don’t know 0 0.00%
Not important at all 210 2.54%
A little important 244 2.96%
Moderately important 1,745 21.08%
Very important 2,929 35.38%
Extremely important 3,109 37.54%
How important that people agree on basic facts
D Voters R Voters
Not important at all 2.0% 2.6%
A little important 2.9% 2.7%
Moderately important 17.6% 22.9%
Very important 33.4% 40.0%
Extremely important 44.2% 31.8%
How important that people agree on basic facts
Not important at all A little important Moderately important Very important Extremely important
Vote Intent
D 2.00%
(1.42%, 2.78%) 		2.86%
(2.18%, 3.74%) 		17.60%
(15.94%, 19.38%) 		33.38%
(31.54%, 35.28%) 		44.16%
(42.12%, 46.24%)
R 2.64%
(2.06%, 3.36%) 		2.68%
(1.98%, 3.60%) 		22.86%
(21.06%, 24.74%) 		40.02%
(37.82%, 42.28%) 		31.80%
(29.78%, 33.90%)
Gender
D - Male 1.76%
(1.06%, 2.94%) 		2.84%
(1.84%, 4.36%) 		16.44%
(13.92%, 19.32%) 		31.16%
(28.34%, 34.12%) 		47.82%
(44.50%, 51.14%)
D - Female 2.20%
(1.42%, 3.40%) 		2.86%
(2.02%, 4.04%) 		18.58%
(16.46%, 20.90%) 		35.22%
(32.76%, 37.76%) 		41.16%
(38.56%, 43.80%)
R - Male 1.78%
(1.14%, 2.76%) 		1.98%
(1.22%, 3.22%) 		20.74%
(18.44%, 23.24%) 		39.80%
(36.66%, 43.04%) 		35.70%
(32.82%, 38.68%)
R - Female 3.58%
(2.66%, 4.80%) 		3.42%
(2.36%, 4.96%) 		25.18%
(22.62%, 27.92%) 		40.18%
(37.18%, 43.24%) 		27.66%
(24.76%, 30.74%)
Age and Gender
D - Male - 18 to 34 1.60%
(0.54%, 4.70%) 		4.66%
(2.08%, 10.14%) 		17.68%
(12.82%, 23.90%) 		29.46%
(23.24%, 36.56%) 		46.60%
(39.44%, 53.88%)
D - Male - 35 to 54 2.90%
(1.44%, 5.78%) 		3.04%
(1.76%, 5.24%) 		15.76%
(12.20%, 20.12%) 		26.54%
(21.30%, 32.56%) 		51.74%
(45.78%, 57.64%)
D - Male - 55+ 0.90%
(0.38%, 2.08%) 		1.14%
(0.60%, 2.14%) 		16.20%
(12.70%, 20.42%) 		37.18%
(33.30%, 41.24%) 		44.58%
(40.66%, 48.58%)
D - Female - 18 to 34 2.72%
(1.12%, 6.54%) 		4.64%
(2.48%, 8.54%) 		17.38%
(13.18%, 22.58%) 		30.32%
(25.76%, 35.28%) 		44.94%
(39.26%, 50.74%)
D - Female - 35 to 54 2.84%
(1.34%, 5.90%) 		1.98%
(1.06%, 3.68%) 		20.04%
(16.36%, 24.32%) 		35.10%
(30.66%, 39.80%) 		40.04%
(35.42%, 44.84%)
D - Female - 55+ 1.48%
(0.82%, 2.68%) 		2.46%
(1.46%, 4.12%) 		18.22%
(14.98%, 22.00%) 		37.94%
(34.24%, 41.80%) 		39.88%
(36.06%, 43.84%)
R - Male - 18 to 34 1.30%
(0.48%, 3.50%) 		1.72%
(0.52%, 5.62%) 		27.56%
(21.30%, 34.86%) 		31.42%
(25.76%, 37.70%) 		38.00%
(30.62%, 45.98%)
R - Male - 35 to 54 2.54%
(1.16%, 5.50%) 		3.24%
(1.66%, 6.24%) 		17.58%
(13.62%, 22.36%) 		42.66%
(36.76%, 48.78%) 		33.98%
(29.04%, 39.30%)
R - Male - 55+ 1.62%
(0.88%, 2.96%) 		1.38%
(0.66%, 2.82%) 		20.04%
(17.06%, 23.42%) 		41.34%
(37.24%, 45.58%) 		35.60%
(31.70%, 39.72%)
R - Female - 18 to 34 3.62%
(1.54%, 8.26%) 		4.72%
(2.32%, 9.38%) 		29.18%
(22.72%, 36.58%) 		34.20%
(26.66%, 42.64%) 		28.28%
(21.78%, 35.82%)
R - Female - 35 to 54 4.12%
(2.58%, 6.52%) 		4.02%
(2.26%, 7.02%) 		27.54%
(22.86%, 32.74%) 		37.22%
(31.82%, 42.98%) 		27.10%
(22.52%, 32.24%)
R - Female - 55+ 3.42%
(2.22%, 5.24%) 		2.90%
(1.62%, 5.12%) 		22.58%
(18.94%, 26.70%) 		41.98%
(37.68%, 46.38%) 		29.12%
(25.30%, 33.28%)
Race
D - White 0.88%
(0.54%, 1.42%) 		1.98%
(1.40%, 2.80%) 		13.18%
(11.66%, 14.90%) 		34.82%
(32.40%, 37.32%) 		49.12%
(46.52%, 51.72%)
D - Non-white 3.38%
(2.26%, 5.02%) 		3.96%
(2.78%, 5.62%) 		23.20%
(20.24%, 26.44%) 		31.44%
(28.48%, 34.58%) 		38.00%
(34.44%, 41.72%)
R - White 2.72%
(2.10%, 3.50%) 		2.40%
(1.70%, 3.38%) 		22.94%
(21.02%, 25.00%) 		40.62%
(38.18%, 43.12%) 		31.32%
(29.20%, 33.52%)
R - Non-white 1.94%
(0.94%, 4.02%) 		4.00%
(2.30%, 6.84%) 		22.84%
(18.38%, 28.00%) 		36.90%
(31.76%, 42.36%) 		34.34%
(29.36%, 39.68%)
Education
D - College Grad 1.46%
(0.78%, 2.70%) 		1.46%
(0.98%, 2.16%) 		10.72%
(9.02%, 12.68%) 		34.76%
(32.00%, 37.62%) 		51.60%
(48.72%, 54.48%)
D - Not college grad 2.46%
(1.64%, 3.68%) 		3.98%
(2.84%, 5.58%) 		23.50%
(20.78%, 26.46%) 		31.60%
(29.06%, 34.28%) 		38.44%
(35.60%, 41.34%)
R - College Grad 1.72%
(1.12%, 2.62%) 		1.82%
(1.20%, 2.74%) 		17.90%
(15.12%, 21.08%) 		41.94%
(37.80%, 46.20%) 		36.62%
(32.64%, 40.80%)
R - Not college grad 3.04%
(2.24%, 4.08%) 		3.12%
(2.20%, 4.40%) 		24.64%
(22.42%, 27.00%) 		39.26%
(36.72%, 41.86%) 		29.94%
(27.80%, 32.20%) 
anes %>% tabtemplate1(V201372x, "Helpful/harmful if Pres didn't have to worry about congress/courts")
Helpful/harmful if Pres didn’t have to worry about congress/courts
Count Pct
-DK/RF in V201370 or V201371 65 0.78%
Extremely helpful 433 5.24%
Moderately helpful 567 6.84%
A little helpful 164 1.98%
Neither helpful nor harmful 1,878 22.68%
A little harmful 236 2.86%
Moderately harmful 1,613 19.48%
Extremely harmful 3,324 40.14%
Helpful/harmful if Pres didn’t have to worry about congress/courts
D Voters R Voters
Extremely helpful 3.4% 7.9%
Moderately helpful 4.0% 10.8%
A little helpful 1.3% 2.7%
Neither helpful nor harmful 15.9% 28.5%
A little harmful 2.0% 3.7%
Moderately harmful 17.4% 22.3%
Extremely harmful 55.9% 24.1%
Helpful/harmful if Pres didn’t have to worry about congress/courts
Extremely helpful Moderately helpful A little helpful Neither helpful nor harmful A little harmful Moderately harmful Extremely harmful
Vote Intent
D 3.42%
(2.78%, 4.20%) 		3.98%
(3.22%, 4.90%) 		1.34%
(0.94%, 1.92%) 		15.90%
(14.22%, 17.72%) 		2.02%
(1.44%, 2.82%) 		17.42%
(15.78%, 19.18%) 		55.94%
(53.74%, 58.10%)
R 7.86%
(6.64%, 9.28%) 		10.78%
(9.46%, 12.28%) 		2.70%
(2.00%, 3.62%) 		28.48%
(26.22%, 30.86%) 		3.74%
(2.94%, 4.72%) 		22.32%
(20.48%, 24.30%) 		24.12%
(22.28%, 26.06%)
Gender
D - Male 3.26%
(2.38%, 4.44%) 		4.70%
(3.60%, 6.14%) 		1.70%
(1.02%, 2.78%) 		15.16%
(12.86%, 17.80%) 		2.10%
(1.32%, 3.28%) 		14.94%
(12.96%, 17.18%) 		58.14%
(54.74%, 61.46%)
D - Female 3.56%
(2.62%, 4.84%) 		3.42%
(2.48%, 4.68%) 		1.04%
(0.62%, 1.78%) 		16.46%
(14.30%, 18.88%) 		1.98%
(1.20%, 3.24%) 		19.56%
(17.22%, 22.14%) 		53.96%
(50.98%, 56.90%)
R - Male 6.80%
(5.34%, 8.60%) 		11.36%
(9.40%, 13.66%) 		3.28%
(2.20%, 4.86%) 		24.98%
(22.12%, 28.06%) 		4.10%
(3.02%, 5.54%) 		23.96%
(21.66%, 26.42%) 		25.56%
(23.08%, 28.18%)
R - Female 8.88%
(7.00%, 11.20%) 		10.26%
(8.36%, 12.52%) 		2.10%
(1.32%, 3.30%) 		32.14%
(28.92%, 35.56%) 		3.38%
(2.44%, 4.66%) 		20.44%
(17.94%, 23.20%) 		22.80%
(20.20%, 25.62%)
Age and Gender
D - Male - 18 to 34 1.24%
(0.46%, 3.26%) 		4.74%
(2.56%, 8.66%) 		2.00%
(0.74%, 5.22%) 		21.10%
(15.58%, 27.92%) 		4.08%
(2.14%, 7.64%) 		18.52%
(13.80%, 24.42%) 		48.32%
(41.32%, 55.38%)
D - Male - 35 to 54 4.78%
(3.02%, 7.50%) 		6.00%
(3.82%, 9.32%) 		1.70%
(0.86%, 3.32%) 		13.96%
(10.26%, 18.68%) 		1.80%
(0.74%, 4.26%) 		14.04%
(11.14%, 17.54%) 		57.72%
(51.82%, 63.40%)
D - Male - 55+ 3.36%
(2.04%, 5.46%) 		3.64%
(1.98%, 6.58%) 		1.54%
(0.62%, 3.80%) 		11.64%
(8.80%, 15.20%) 		0.94%
(0.38%, 2.34%) 		12.56%
(9.82%, 15.92%) 		66.32%
(61.58%, 70.76%)
D - Female - 18 to 34 3.04%
(1.40%, 6.50%) 		4.92%
(2.82%, 8.42%) 		1.40%
(0.52%, 3.66%) 		21.70%
(17.26%, 26.92%) 		1.06%
(0.40%, 2.84%) 		25.36%
(20.98%, 30.30%) 		42.52%
(36.42%, 48.86%)
D - Female - 35 to 54 3.34%
(1.96%, 5.68%) 		2.24%
(1.32%, 3.80%) 		1.48%
(0.68%, 3.24%) 		20.06%
(15.82%, 25.10%) 		2.38%
(1.12%, 5.02%) 		20.00%
(15.64%, 25.24%) 		50.48%
(45.08%, 55.84%)
D - Female - 55+ 4.28%
(2.76%, 6.56%) 		3.32%
(2.10%, 5.20%) 		0.48%
(0.12%, 1.74%) 		10.44%
(8.14%, 13.30%) 		2.06%
(0.92%, 4.48%) 		15.36%
(12.52%, 18.74%) 		64.06%
(59.66%, 68.24%)
R - Male - 18 to 34 3.56%
(2.04%, 6.16%) 		15.78%
(10.56%, 22.92%) 		5.14%
(2.40%, 10.62%) 		28.16%
(21.48%, 35.96%) 		9.54%
(5.84%, 15.24%) 		16.68%
(11.14%, 24.22%) 		21.16%
(15.40%, 28.34%)
R - Male - 35 to 54 6.86%
(4.36%, 10.64%) 		12.28%
(8.92%, 16.66%) 		4.48%
(2.62%, 7.56%) 		26.82%
(21.74%, 32.60%) 		3.72%
(2.26%, 6.02%) 		27.86%
(23.22%, 33.02%) 		17.98%
(14.12%, 22.60%)
R - Male - 55+ 8.80%
(6.42%, 11.96%) 		8.62%
(6.56%, 11.28%) 		1.68%
(0.66%, 4.20%) 		21.76%
(18.48%, 25.46%) 		1.74%
(0.98%, 3.04%) 		24.36%
(20.96%, 28.14%) 		33.02%
(29.10%, 37.20%)
R - Female - 18 to 34 7.08%
(3.60%, 13.42%) 		8.42%
(5.30%, 13.12%) 		4.74%
(2.26%, 9.64%) 		38.78%
(31.00%, 47.16%) 		7.10%
(3.78%, 12.98%) 		16.74%
(11.44%, 23.84%) 		17.14%
(11.50%, 24.74%)
R - Female - 35 to 54 11.32%
(7.70%, 16.32%) 		9.54%
(6.72%, 13.36%) 		1.72%
(0.96%, 3.10%) 		32.46%
(27.38%, 37.98%) 		1.92%
(0.86%, 4.18%) 		22.70%
(17.82%, 28.44%) 		20.36%
(16.06%, 25.46%)
R - Female - 55+ 8.16%
(6.06%, 10.92%) 		11.26%
(8.30%, 15.14%) 		0.62%
(0.26%, 1.42%) 		30.20%
(26.30%, 34.40%) 		3.14%
(1.94%, 5.02%) 		20.50%
(17.00%, 24.50%) 		26.12%
(22.42%, 30.20%)
Race
D - White 1.46%
(1.02%, 2.04%) 		3.16%
(2.34%, 4.24%) 		1.06%
(0.64%, 1.80%) 		11.40%
(9.78%, 13.24%) 		1.76%
(1.10%, 2.80%) 		16.46%
(14.52%, 18.62%) 		64.72%
(62.16%, 67.20%)
D - Non-white 5.82%
(4.54%, 7.46%) 		5.06%
(3.78%, 6.74%) 		1.68%
(1.00%, 2.82%) 		21.22%
(18.26%, 24.50%) 		2.38%
(1.50%, 3.72%) 		18.78%
(16.20%, 21.66%) 		45.06%
(41.28%, 48.90%)
R - White 7.90%
(6.56%, 9.52%) 		10.14%
(8.78%, 11.70%) 		2.64%
(1.84%, 3.78%) 		28.28%
(25.90%, 30.78%) 		3.86%
(3.00%, 4.96%) 		22.64%
(20.72%, 24.70%) 		24.52%
(22.54%, 26.62%)
R - Non-white 7.90%
(5.46%, 11.32%) 		13.76%
(9.88%, 18.84%) 		3.00%
(1.44%, 6.14%) 		28.88%
(23.40%, 35.04%) 		3.28%
(1.78%, 5.96%) 		20.26%
(15.74%, 25.66%) 		22.92%
(19.04%, 27.32%)
Education
D - College Grad 1.36%
(0.88%, 2.08%) 		2.30%
(1.52%, 3.46%) 		0.64%
(0.36%, 1.12%) 		11.46%
(9.50%, 13.78%) 		1.88%
(1.10%, 3.16%) 		17.28%
(15.08%, 19.72%) 		65.10%
(62.04%, 68.04%)
D - Not college grad 5.10%
(4.02%, 6.44%) 		5.08%
(3.82%, 6.72%) 		1.94%
(1.24%, 2.98%) 		19.30%
(16.90%, 21.94%) 		2.18%
(1.38%, 3.44%) 		17.42%
(15.46%, 19.56%) 		48.98%
(46.08%, 51.90%)
R - College Grad 3.42%
(2.34%, 4.98%) 		6.72%
(5.14%, 8.74%) 		2.74%
(1.60%, 4.70%) 		25.30%
(22.08%, 28.82%) 		4.54%
(3.14%, 6.56%) 		25.68%
(22.48%, 29.18%) 		31.58%
(28.08%, 35.32%)
R - Not college grad 9.88%
(8.28%, 11.76%) 		12.58%
(10.78%, 14.62%) 		2.70%
(1.84%, 3.92%) 		29.84%
(27.02%, 32.84%) 		3.40%
(2.56%, 4.50%) 		20.62%
(18.12%, 23.36%) 		20.98%
(18.66%, 23.52%) 
anes %>% tabtemplate1(V201375x, "Favor or oppose restricting journalist access")
Favor or oppose restricting journalist access
Count Pct
-DK/RF in V201373 or V201374 49 0.60%
Favor a great deal 618 7.46%
Favor moderately 600 7.24%
Favor a little 138 1.66%
Neither favor nor oppose 2,512 30.34%
Oppose a little 251 3.04%
Oppose moderately 1,425 17.20%
Oppose a great deal 2,687 32.46%
Favor or oppose restricting journalist access
D Voters R Voters
Favor a great deal 3.8% 13.0%
Favor moderately 3.8% 12.4%
Favor a little 0.9% 2.6%
Neither favor nor oppose 20.9% 39.1%
Oppose a little 3.1% 2.8%
Oppose moderately 19.2% 14.6%
Oppose a great deal 48.3% 15.5%
Favor or oppose restricting journalist access
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 3.76%
(2.98%, 4.74%) 		3.76%
(2.96%, 4.76%) 		0.90%
(0.60%, 1.38%) 		20.90%
(19.18%, 22.74%) 		3.08%
(2.50%, 3.80%) 		19.24%
(17.64%, 20.98%) 		48.34%
(46.28%, 50.40%)
R 12.96%
(11.44%, 14.68%) 		12.40%
(10.90%, 14.08%) 		2.56%
(1.92%, 3.40%) 		39.10%
(36.68%, 41.58%) 		2.82%
(2.14%, 3.70%) 		14.64%
(13.08%, 16.34%) 		15.50%
(14.00%, 17.14%)
Gender
D - Male 3.64%
(2.46%, 5.32%) 		3.26%
(2.24%, 4.74%) 		0.84%
(0.46%, 1.56%) 		16.82%
(14.38%, 19.56%) 		2.84%
(1.98%, 4.04%) 		19.40%
(17.06%, 21.98%) 		53.20%
(49.88%, 56.50%)
D - Female 3.86%
(2.80%, 5.28%) 		4.18%
(3.16%, 5.52%) 		0.96%
(0.54%, 1.72%) 		24.26%
(21.98%, 26.70%) 		3.26%
(2.50%, 4.22%) 		19.14%
(16.88%, 21.62%) 		44.32%
(41.76%, 46.94%)
R - Male 11.38%
(9.44%, 13.66%) 		11.76%
(9.88%, 13.92%) 		2.86%
(1.90%, 4.26%) 		37.18%
(34.28%, 40.18%) 		3.14%
(2.24%, 4.38%) 		15.62%
(13.52%, 17.98%) 		18.06%
(15.82%, 20.52%)
R - Female 14.66%
(12.58%, 17.02%) 		13.20%
(11.04%, 15.74%) 		2.26%
(1.48%, 3.44%) 		41.16%
(37.56%, 44.84%) 		2.42%
(1.58%, 3.68%) 		13.60%
(11.56%, 15.92%) 		12.72%
(10.64%, 15.12%)
Age and Gender
D - Male - 18 to 34 2.26%
(0.84%, 5.94%) 		4.30%
(2.06%, 8.72%) 		1.08%
(0.30%, 3.76%) 		20.66%
(15.20%, 27.48%) 		5.74%
(3.08%, 10.46%) 		22.70%
(18.06%, 28.12%) 		43.26%
(36.80%, 49.96%)
D - Male - 35 to 54 2.40%
(1.20%, 4.76%) 		3.94%
(2.12%, 7.22%) 		0.56%
(0.22%, 1.42%) 		16.22%
(12.40%, 20.92%) 		3.04%
(1.46%, 6.24%) 		20.86%
(16.86%, 25.50%) 		52.98%
(47.66%, 58.22%)
D - Male - 55+ 5.94%
(3.50%, 9.92%) 		1.90%
(1.14%, 3.16%) 		0.82%
(0.34%, 2.00%) 		13.54%
(10.22%, 17.74%) 		0.48%
(0.18%, 1.30%) 		15.78%
(12.36%, 19.96%) 		61.52%
(56.26%, 66.52%)
D - Female - 18 to 34 2.08%
(0.70%, 6.02%) 		4.08%
(2.36%, 6.96%) 		1.08%
(0.32%, 3.50%) 		28.68%
(24.30%, 33.48%) 		5.10%
(3.16%, 8.14%) 		19.18%
(15.00%, 24.20%) 		39.80%
(34.64%, 45.20%)
D - Female - 35 to 54 3.52%
(2.16%, 5.74%) 		4.24%
(2.52%, 7.04%) 		0.86%
(0.36%, 2.14%) 		24.24%
(20.16%, 28.86%) 		2.16%
(1.32%, 3.52%) 		23.76%
(19.58%, 28.50%) 		41.20%
(36.30%, 46.30%)
D - Female - 55+ 5.38%
(3.70%, 7.76%) 		4.18%
(2.76%, 6.30%) 		1.04%
(0.44%, 2.42%) 		20.80%
(17.16%, 24.96%) 		2.98%
(1.76%, 5.02%) 		15.62%
(12.44%, 19.44%) 		50.02%
(46.18%, 53.84%)
R - Male - 18 to 34 5.34%
(2.72%, 10.20%) 		7.32%
(4.26%, 12.28%) 		6.00%
(3.32%, 10.58%) 		43.82%
(36.74%, 51.18%) 		5.22%
(3.02%, 8.86%) 		17.98%
(12.32%, 25.48%) 		14.34%
(9.92%, 20.28%)
R - Male - 35 to 54 9.78%
(6.72%, 14.02%) 		13.50%
(9.76%, 18.38%) 		2.36%
(1.28%, 4.32%) 		39.00%
(33.50%, 44.82%) 		2.30%
(1.32%, 3.98%) 		14.64%
(11.20%, 18.92%) 		18.42%
(14.26%, 23.46%)
R - Male - 55+ 14.94%
(11.68%, 18.90%) 		12.86%
(10.14%, 16.18%) 		1.48%
(0.58%, 3.78%) 		33.04%
(28.98%, 37.38%) 		2.86%
(1.50%, 5.40%) 		15.16%
(12.28%, 18.58%) 		19.66%
(16.48%, 23.28%)
R - Female - 18 to 34 11.50%
(6.72%, 18.96%) 		12.40%
(8.18%, 18.34%) 		0.46%
(0.12%, 1.72%) 		49.70%
(41.36%, 58.08%) 		2.54%
(1.08%, 5.84%) 		11.42%
(7.42%, 17.20%) 		11.98%
(7.94%, 17.68%)
R - Female - 35 to 54 12.14%
(8.94%, 16.30%) 		12.40%
(9.14%, 16.64%) 		1.50%
(0.60%, 3.68%) 		43.16%
(37.26%, 49.28%) 		2.48%
(1.46%, 4.20%) 		15.08%
(11.32%, 19.82%) 		13.22%
(9.42%, 18.26%)
R - Female - 55+ 18.04%
(14.82%, 21.78%) 		14.20%
(11.08%, 18.02%) 		2.92%
(1.70%, 4.96%) 		37.42%
(32.80%, 42.26%) 		1.98%
(0.86%, 4.50%) 		12.76%
(10.24%, 15.82%) 		12.70%
(10.22%, 15.66%)
Race
D - White 2.34%
(1.68%, 3.24%) 		3.16%
(2.34%, 4.24%) 		0.70%
(0.40%, 1.24%) 		13.16%
(11.56%, 14.94%) 		2.80%
(2.10%, 3.70%) 		19.10%
(17.14%, 21.24%) 		58.74%
(56.24%, 61.20%)
D - Non-white 5.48%
(4.06%, 7.36%) 		4.54%
(3.24%, 6.34%) 		1.16%
(0.66%, 2.06%) 		30.36%
(27.34%, 33.56%) 		3.46%
(2.40%, 4.98%) 		19.38%
(16.82%, 22.24%) 		35.58%
(32.02%, 39.30%)
R - White 12.76%
(11.28%, 14.40%) 		12.82%
(11.20%, 14.62%) 		2.76%
(2.04%, 3.72%) 		39.00%
(36.44%, 41.62%) 		3.22%
(2.40%, 4.28%) 		14.80%
(13.18%, 16.58%) 		14.66%
(13.12%, 16.36%)
R - Non-white 14.02%
(10.12%, 19.12%) 		10.70%
(7.50%, 15.04%) 		1.80%
(0.64%, 5.00%) 		38.68%
(32.68%, 45.06%) 		1.18%
(0.42%, 3.22%) 		13.84%
(10.26%, 18.42%) 		19.78%
(15.36%, 25.12%)
Education
D - College Grad 2.24%
(1.48%, 3.36%) 		2.80%
(1.84%, 4.26%) 		1.06%
(0.62%, 1.80%) 		12.00%
(10.34%, 13.88%) 		2.70%
(1.92%, 3.80%) 		19.28%
(17.00%, 21.78%) 		59.92%
(56.66%, 63.10%)
D - Not college grad 5.00%
(3.74%, 6.64%) 		4.46%
(3.42%, 5.80%) 		0.80%
(0.44%, 1.48%) 		28.32%
(25.66%, 31.16%) 		3.32%
(2.44%, 4.52%) 		19.06%
(16.92%, 21.42%) 		39.02%
(36.08%, 42.06%)
R - College Grad 9.76%
(7.78%, 12.16%) 		11.42%
(9.16%, 14.16%) 		2.56%
(1.56%, 4.18%) 		37.80%
(33.96%, 41.80%) 		4.58%
(3.16%, 6.60%) 		16.54%
(14.00%, 19.44%) 		17.34%
(14.56%, 20.52%)
R - Not college grad 14.26%
(12.34%, 16.42%) 		13.02%
(11.18%, 15.10%) 		2.62%
(1.84%, 3.74%) 		39.94%
(36.68%, 43.28%) 		2.04%
(1.38%, 3.00%) 		13.74%
(11.72%, 16.06%) 		14.38%
(12.64%, 16.32%) 
anes %>% tabtemplate1(V201376, "How concerned government might undermine media")
How concerned government might undermine media
Count Pct
-Refused 51 0.62%
-Don’t know 6 0.06%
Not at all concerned 1,094 13.22%
A little concerned 992 11.98%
Moderately concerned 2,167 26.18%
Very concerned 1,661 20.06%
Extremely concerned 2,309 27.88%
How concerned government might undermine media
D Voters R Voters
Not at all concerned 3.1% 25.7%
A little concerned 7.2% 17.9%
Moderately concerned 20.0% 31.8%
Very concerned 25.3% 14.5%
Extremely concerned 44.5% 10.1%
How concerned government might undermine media
Not at all concerned A little concerned Moderately concerned Very concerned Extremely concerned
Vote Intent
D 3.10%
(2.32%, 4.12%) 		7.16%
(5.98%, 8.56%) 		19.96%
(18.32%, 21.72%) 		25.32%
(23.54%, 27.18%) 		44.46%
(42.54%, 46.38%)
R 25.70%
(23.82%, 27.66%) 		17.92%
(16.12%, 19.86%) 		31.82%
(29.82%, 33.90%) 		14.50%
(13.00%, 16.12%) 		10.06%
(8.88%, 11.38%)
Gender
D - Male 2.34%
(1.48%, 3.70%) 		7.88%
(6.04%, 10.22%) 		17.26%
(14.88%, 19.94%) 		25.22%
(22.54%, 28.12%) 		47.30%
(44.30%, 50.30%)
D - Female 3.76%
(2.58%, 5.42%) 		6.60%
(5.30%, 8.18%) 		22.14%
(19.94%, 24.52%) 		25.30%
(22.76%, 28.02%) 		42.20%
(39.74%, 44.68%)
R - Male 27.88%
(24.92%, 31.04%) 		16.62%
(14.34%, 19.18%) 		31.08%
(28.30%, 34.00%) 		13.90%
(11.88%, 16.22%) 		10.52%
(8.86%, 12.48%)
R - Female 23.10%
(20.90%, 25.46%) 		19.30%
(16.84%, 22.00%) 		32.84%
(29.92%, 35.90%) 		15.20%
(13.12%, 17.52%) 		9.56%
(7.88%, 11.58%)
Age and Gender
D - Male - 18 to 34 2.88%
(1.20%, 6.76%) 		10.04%
(6.22%, 15.82%) 		24.84%
(19.28%, 31.38%) 		24.58%
(18.64%, 31.70%) 		37.64%
(31.54%, 44.18%)
D - Male - 35 to 54 2.48%
(1.12%, 5.38%) 		10.20%
(6.80%, 15.04%) 		15.58%
(12.14%, 19.78%) 		22.98%
(18.52%, 28.14%) 		48.76%
(43.12%, 54.46%)
D - Male - 55+ 1.78%
(0.80%, 3.92%) 		4.00%
(2.60%, 6.10%) 		12.98%
(10.14%, 16.48%) 		27.78%
(23.42%, 32.60%) 		53.46%
(48.40%, 58.44%)
D - Female - 18 to 34 4.90%
(2.90%, 8.18%) 		7.88%
(5.48%, 11.24%) 		27.32%
(22.40%, 32.86%) 		22.08%
(17.70%, 27.16%) 		37.80%
(32.86%, 43.02%)
D - Female - 35 to 54 3.94%
(2.40%, 6.38%) 		8.54%
(6.00%, 12.00%) 		21.96%
(18.06%, 26.46%) 		27.60%
(23.00%, 32.74%) 		37.96%
(33.66%, 42.44%)
D - Female - 55+ 2.72%
(1.22%, 5.98%) 		4.48%
(3.22%, 6.22%) 		18.76%
(15.78%, 22.14%) 		25.26%
(21.98%, 28.84%) 		48.78%
(44.82%, 52.76%)
R - Male - 18 to 34 29.00%
(21.84%, 37.36%) 		11.94%
(7.92%, 17.62%) 		34.02%
(27.40%, 41.32%) 		13.52%
(9.22%, 19.38%) 		11.52%
(7.68%, 16.94%)
R - Male - 35 to 54 27.04%
(22.20%, 32.48%) 		21.58%
(17.14%, 26.82%) 		33.48%
(28.18%, 39.26%) 		9.86%
(7.14%, 13.46%) 		8.04%
(5.26%, 12.06%)
R - Male - 55+ 27.66%
(23.54%, 32.20%) 		16.24%
(13.04%, 20.04%) 		27.96%
(24.30%, 31.96%) 		16.38%
(13.12%, 20.26%) 		11.76%
(9.40%, 14.60%)
R - Female - 18 to 34 20.32%
(14.44%, 27.82%) 		18.08%
(12.18%, 26.00%) 		40.26%
(32.36%, 48.68%) 		12.82%
(8.94%, 18.04%) 		8.54%
(5.38%, 13.32%)
R - Female - 35 to 54 23.68%
(19.72%, 28.18%) 		19.82%
(15.86%, 24.48%) 		31.68%
(26.50%, 37.38%) 		16.08%
(12.20%, 20.90%) 		8.72%
(5.92%, 12.68%)
R - Female - 55+ 24.08%
(20.26%, 28.38%) 		19.00%
(15.52%, 23.04%) 		30.74%
(26.42%, 35.42%) 		14.54%
(11.68%, 17.98%) 		11.64%
(8.86%, 15.14%)
Race
D - White 1.52%
(0.90%, 2.58%) 		5.88%
(4.60%, 7.50%) 		15.74%
(13.90%, 17.78%) 		25.36%
(22.90%, 28.00%) 		51.48%
(48.70%, 54.26%)
D - Non-white 5.10%
(3.72%, 6.96%) 		8.78%
(6.86%, 11.18%) 		25.14%
(21.98%, 28.56%) 		25.14%
(22.52%, 27.92%) 		35.86%
(32.48%, 39.38%)
R - White 25.32%
(23.26%, 27.50%) 		19.46%
(17.38%, 21.72%) 		32.06%
(29.94%, 34.28%) 		13.76%
(12.30%, 15.34%) 		9.40%
(8.08%, 10.92%)
R - Non-white 26.70%
(21.84%, 32.20%) 		11.22%
(8.12%, 15.32%) 		31.42%
(25.90%, 37.50%) 		17.56%
(13.22%, 22.96%) 		13.10%
(9.78%, 17.32%)
Education
D - College Grad 1.60%
(0.90%, 2.84%) 		5.62%
(4.34%, 7.26%) 		13.18%
(11.60%, 14.92%) 		27.48%
(24.64%, 30.50%) 		52.14%
(49.24%, 55.02%)
D - Not college grad 4.40%
(3.26%, 5.92%) 		8.38%
(6.82%, 10.28%) 		25.66%
(22.96%, 28.56%) 		23.28%
(21.28%, 25.38%) 		38.28%
(35.58%, 41.06%)
R - College Grad 28.96%
(25.20%, 33.04%) 		19.66%
(16.76%, 22.94%) 		29.70%
(26.06%, 33.64%) 		12.60%
(10.60%, 14.92%) 		9.06%
(7.20%, 11.36%)
R - Not college grad 24.16%
(22.02%, 26.44%) 		17.00%
(14.82%, 19.42%) 		33.14%
(30.54%, 35.82%) 		15.14%
(13.16%, 17.34%) 		10.58%
(9.14%, 12.18%) 
anes %>% tabtemplate1(V201377, "How much trust in news media")
How much trust in news media
Count Pct
-Refused 12 0.14%
-Don’t know 3 0.04%
None 2,430 29.36%
A little 1,873 22.62%
A moderate amount 2,406 29.06%
A lot 1,115 13.48%
A great deal 440 5.32%
How much trust in news media
D Voters R Voters
None 7.8% 55.6%
A little 18.1% 26.9%
A moderate amount 41.7% 13.0%
A lot 23.4% 2.9%
A great deal 8.9% 1.6%
How much trust in news media
None A little A moderate amount A lot A great deal
Vote Intent
D 7.84%
(6.68%, 9.20%) 		18.14%
(16.70%, 19.68%) 		41.72%
(39.52%, 43.94%) 		23.40%
(21.54%, 25.36%) 		8.90%
(7.76%, 10.20%)
R 55.58%
(53.32%, 57.82%) 		26.86%
(24.62%, 29.22%) 		13.04%
(11.62%, 14.62%) 		2.86%
(2.12%, 3.88%) 		1.64%
(1.10%, 2.44%)
Gender
D - Male 7.76%
(6.14%, 9.76%) 		18.28%
(15.86%, 20.96%) 		39.08%
(35.66%, 42.60%) 		25.64%
(23.06%, 28.42%) 		9.24%
(7.56%, 11.26%)
D - Female 7.96%
(6.44%, 9.80%) 		18.08%
(16.34%, 19.94%) 		43.84%
(41.04%, 46.70%) 		21.50%
(19.20%, 24.00%) 		8.62%
(7.26%, 10.20%)
R - Male 57.28%
(53.70%, 60.80%) 		25.56%
(22.50%, 28.88%) 		12.20%
(10.24%, 14.44%) 		3.00%
(1.88%, 4.74%) 		1.96%
(1.18%, 3.26%)
R - Female 53.64%
(50.66%, 56.60%) 		28.32%
(25.32%, 31.54%) 		13.98%
(11.88%, 16.36%) 		2.74%
(1.86%, 4.04%) 		1.30%
(0.74%, 2.32%)
Age and Gender
D - Male - 18 to 34 12.48%
(8.68%, 17.64%) 		26.82%
(20.80%, 33.82%) 		40.14%
(33.30%, 47.38%) 		16.22%
(12.04%, 21.46%) 		4.34%
(2.48%, 7.52%)
D - Male - 35 to 54 7.38%
(4.80%, 11.18%) 		20.70%
(17.18%, 24.74%) 		44.08%
(38.90%, 49.40%) 		19.20%
(15.18%, 24.02%) 		8.64%
(5.84%, 12.58%)
D - Male - 55+ 4.46%
(2.64%, 7.48%) 		9.72%
(7.12%, 13.16%) 		32.46%
(28.20%, 37.04%) 		39.24%
(34.28%, 44.42%) 		14.10%
(10.98%, 17.94%)
D - Female - 18 to 34 14.08%
(10.52%, 18.58%) 		26.84%
(22.42%, 31.78%) 		45.70%
(39.70%, 51.80%) 		10.08%
(7.04%, 14.22%) 		3.30%
(1.82%, 5.92%)
D - Female - 35 to 54 6.58%
(4.84%, 8.88%) 		19.46%
(15.86%, 23.62%) 		45.74%
(40.70%, 50.88%) 		19.82%
(15.96%, 24.34%) 		8.40%
(6.10%, 11.46%)
D - Female - 55+ 5.36%
(3.50%, 8.12%) 		10.96%
(8.90%, 13.44%) 		41.34%
(37.12%, 45.68%) 		29.80%
(26.26%, 33.58%) 		12.54%
(10.14%, 15.40%)
R - Male - 18 to 34 54.80%
(47.52%, 61.88%) 		23.72%
(17.66%, 31.08%) 		16.58%
(11.42%, 23.46%) 		3.18%
(1.26%, 7.78%) 		1.70%
(0.50%, 5.58%)
R - Male - 35 to 54 57.08%
(51.40%, 62.58%) 		26.78%
(21.88%, 32.32%) 		10.68%
(7.28%, 15.38%) 		2.86%
(1.38%, 5.86%) 		2.62%
(1.18%, 5.68%)
R - Male - 55+ 58.22%
(53.18%, 63.10%) 		26.56%
(22.36%, 31.24%) 		10.92%
(8.52%, 13.88%) 		2.64%
(1.36%, 5.10%) 		1.66%
(0.72%, 3.80%)
R - Female - 18 to 34 51.44%
(43.50%, 59.32%) 		22.26%
(16.02%, 30.04%) 		19.80%
(13.98%, 27.30%) 		3.16%
(1.32%, 7.44%) 		3.32%
(1.30%, 8.24%)
R - Female - 35 to 54 54.76%
(48.70%, 60.68%) 		28.72%
(23.62%, 34.42%) 		12.58%
(9.32%, 16.80%) 		3.22%
(1.58%, 6.44%) 		0.74%
(0.26%, 2.00%)
R - Female - 55+ 54.02%
(49.68%, 58.30%) 		29.76%
(25.86%, 34.00%) 		12.80%
(10.06%, 16.16%) 		2.56%
(1.46%, 4.44%) 		0.86%
(0.30%, 2.42%)
Race
D - White 7.08%
(5.90%, 8.48%) 		18.14%
(16.22%, 20.22%) 		38.40%
(35.84%, 41.04%) 		28.06%
(25.60%, 30.66%) 		8.32%
(7.06%, 9.78%)
D - Non-white 8.68%
(6.76%, 11.06%) 		18.36%
(16.12%, 20.84%) 		45.68%
(42.02%, 49.38%) 		17.70%
(15.26%, 20.44%) 		9.60%
(7.68%, 11.92%)
R - White 57.44%
(54.94%, 59.90%) 		28.06%
(25.70%, 30.52%) 		11.26%
(9.92%, 12.76%) 		2.02%
(1.42%, 2.86%) 		1.22%
(0.78%, 1.94%)
R - Non-white 46.76%
(40.86%, 52.76%) 		22.42%
(17.66%, 28.06%) 		20.72%
(16.40%, 25.82%) 		6.56%
(3.76%, 11.18%) 		3.54%
(1.76%, 7.00%)
Education
D - College Grad 6.82%
(5.50%, 8.42%) 		17.28%
(15.38%, 19.38%) 		40.92%
(37.90%, 44.00%) 		26.92%
(24.20%, 29.84%) 		8.06%
(6.60%, 9.80%)
D - Not college grad 8.74%
(6.92%, 11.00%) 		19.02%
(16.98%, 21.22%) 		42.36%
(39.26%, 45.50%) 		20.38%
(18.12%, 22.84%) 		9.50%
(7.80%, 11.52%)
R - College Grad 57.08%
(53.20%, 60.88%) 		28.94%
(25.54%, 32.58%) 		10.12%
(7.94%, 12.84%) 		2.44%
(1.36%, 4.32%) 		1.42%
(0.74%, 2.68%)
R - Not college grad 54.78%
(52.08%, 57.46%) 		25.88%
(23.20%, 28.78%) 		14.48%
(12.64%, 16.56%) 		3.08%
(2.08%, 4.52%) 		1.78%
(1.10%, 2.86%) 
anes %>% tabtemplate1(V201378, "Appropriate/inappropriate Pres ask foreign countries to investigate rivals")
Appropriate/inappropriate Pres ask foreign countries to investigate rivals
Count Pct
-Refused 57 0.68%
-Don’t know 2 0.02%
Very appropriate 343 4.14%
Somewhat appropriate 680 8.20%
Neither appropriate nor inappropriate 1,872 22.62%
Somewhat inappropriate 1,086 13.12%
Very inappropriate 4,240 51.20%
Appropriate/inappropriate Pres ask foreign countries to investigate rivals
D Voters R Voters
Very appropriate 2.2% 7.0%
Somewhat appropriate 3.2% 14.7%
Neither appropriate nor inappropriate 9.5% 36.9%
Somewhat inappropriate 9.0% 18.1%
Very inappropriate 76.0% 23.3%
Appropriate/inappropriate Pres ask foreign countries to investigate rivals
Very appropriate Somewhat appropriate Neither appropriate nor inappropriate Somewhat inappropriate Very inappropriate
Vote Intent
D 2.22%
(1.74%, 2.84%) 		3.24%
(2.56%, 4.10%) 		9.54%
(8.36%, 10.86%) 		9.02%
(7.78%, 10.44%) 		75.98%
(74.06%, 77.78%)
R 7.04%
(5.98%, 8.28%) 		14.68%
(13.24%, 16.24%) 		36.92%
(34.68%, 39.22%) 		18.12%
(16.46%, 19.90%) 		23.26%
(21.60%, 25.00%)
Gender
D - Male 2.18%
(1.36%, 3.46%) 		3.42%
(2.40%, 4.86%) 		8.20%
(6.50%, 10.32%) 		9.34%
(7.58%, 11.46%) 		76.86%
(73.78%, 79.68%)
D - Female 2.26%
(1.62%, 3.18%) 		3.14%
(2.30%, 4.28%) 		10.68%
(9.00%, 12.64%) 		8.78%
(7.18%, 10.70%) 		75.14%
(72.64%, 77.46%)
R - Male 7.22%
(5.78%, 8.98%) 		15.66%
(13.52%, 18.08%) 		37.36%
(34.18%, 40.64%) 		16.56%
(14.56%, 18.76%) 		23.18%
(20.68%, 25.92%)
R - Female 6.76%
(5.36%, 8.50%) 		13.66%
(11.70%, 15.88%) 		36.42%
(33.32%, 39.66%) 		19.86%
(17.42%, 22.54%) 		23.30%
(20.86%, 25.92%)
Age and Gender
D - Male - 18 to 34 2.60%
(1.08%, 6.12%) 		5.60%
(3.00%, 10.20%) 		15.18%
(10.92%, 20.74%) 		11.72%
(7.94%, 16.96%) 		64.90%
(58.02%, 71.22%)
D - Male - 35 to 54 2.48%
(1.16%, 5.24%) 		2.98%
(1.56%, 5.60%) 		6.50%
(4.40%, 9.52%) 		10.28%
(7.00%, 14.86%) 		77.76%
(72.38%, 82.34%)
D - Male - 55+ 1.56%
(0.84%, 2.88%) 		2.32%
(1.16%, 4.54%) 		4.40%
(2.90%, 6.64%) 		6.66%
(4.32%, 10.12%) 		85.08%
(81.12%, 88.32%)
D - Female - 18 to 34 3.24%
(1.90%, 5.46%) 		3.80%
(2.12%, 6.76%) 		18.84%
(14.40%, 24.26%) 		11.60%
(8.50%, 15.66%) 		62.50%
(57.12%, 67.60%)
D - Female - 35 to 54 2.00%
(1.12%, 3.54%) 		3.52%
(2.12%, 5.74%) 		8.34%
(6.22%, 11.12%) 		11.28%
(8.44%, 14.92%) 		74.86%
(70.86%, 78.48%)
D - Female - 55+ 1.46%
(0.76%, 2.78%) 		2.54%
(1.36%, 4.70%) 		7.42%
(5.16%, 10.58%) 		4.94%
(3.08%, 7.84%) 		83.64%
(79.76%, 86.88%)
R - Male - 18 to 34 5.22%
(2.90%, 9.18%) 		13.68%
(9.32%, 19.62%) 		48.62%
(40.70%, 56.62%) 		16.94%
(12.56%, 22.44%) 		15.56%
(10.70%, 22.06%)
R - Male - 35 to 54 6.88%
(4.66%, 10.06%) 		15.22%
(11.26%, 20.22%) 		38.26%
(32.52%, 44.36%) 		16.10%
(12.68%, 20.24%) 		23.54%
(18.90%, 28.90%)
R - Male - 55+ 8.58%
(6.32%, 11.56%) 		16.76%
(13.78%, 20.22%) 		30.66%
(27.02%, 34.56%) 		16.70%
(13.42%, 20.62%) 		27.30%
(23.54%, 31.40%)
R - Female - 18 to 34 4.44%
(2.08%, 9.24%) 		13.04%
(8.54%, 19.44%) 		45.94%
(38.00%, 54.10%) 		23.44%
(17.12%, 31.20%) 		13.14%
(9.10%, 18.58%)
R - Female - 35 to 54 7.80%
(5.36%, 11.20%) 		14.56%
(11.06%, 18.94%) 		34.28%
(29.54%, 39.34%) 		18.64%
(14.20%, 24.08%) 		24.72%
(20.16%, 29.94%)
R - Female - 55+ 7.56%
(5.38%, 10.52%) 		13.78%
(10.88%, 17.34%) 		33.30%
(29.06%, 37.84%) 		18.20%
(15.02%, 21.88%) 		27.16%
(23.28%, 31.42%)
Race
D - White 1.52%
(1.06%, 2.22%) 		1.44%
(0.96%, 2.16%) 		5.70%
(4.46%, 7.24%) 		6.70%
(5.48%, 8.16%) 		84.64%
(82.60%, 86.48%)
D - Non-white 3.10%
(2.18%, 4.36%) 		5.44%
(4.04%, 7.28%) 		14.12%
(11.90%, 16.70%) 		12.02%
(9.80%, 14.68%) 		65.32%
(61.96%, 68.52%)
R - White 6.60%
(5.50%, 7.90%) 		14.78%
(13.20%, 16.50%) 		36.70%
(34.30%, 39.16%) 		18.70%
(16.82%, 20.76%) 		23.22%
(21.40%, 25.16%)
R - Non-white 8.82%
(6.08%, 12.64%) 		14.08%
(10.40%, 18.82%) 		38.44%
(33.20%, 43.96%) 		15.20%
(11.78%, 19.38%) 		23.46%
(19.20%, 28.32%)
Education
D - College Grad 2.30%
(1.62%, 3.28%) 		1.52%
(0.94%, 2.44%) 		4.08%
(3.16%, 5.24%) 		6.36%
(5.00%, 8.04%) 		85.74%
(83.44%, 87.76%)
D - Not college grad 2.20%
(1.52%, 3.20%) 		4.64%
(3.54%, 6.08%) 		14.00%
(12.00%, 16.30%) 		11.24%
(9.30%, 13.52%) 		67.90%
(64.96%, 70.70%)
R - College Grad 6.24%
(4.66%, 8.34%) 		14.34%
(11.82%, 17.30%) 		32.42%
(28.80%, 36.26%) 		20.94%
(17.92%, 24.30%) 		26.06%
(22.96%, 29.44%)
R - Not college grad 7.48%
(6.18%, 9.04%) 		14.56%
(12.86%, 16.46%) 		38.96%
(36.20%, 41.80%) 		17.00%
(14.96%, 19.28%) 		21.98%
(19.92%, 24.20%) 
anes %>% tabtemplate1(V201379, "Prefer government official who compromises or sticks to principles")
Prefer government official who compromises or sticks to principles
Count Pct
-Refused 84 1.02%
-Don’t know 10 0.12%
Compromises to get things done 4,961 59.92%
Sticks to their principles no matter what 3,225 38.94%
Prefer government official who compromises or sticks to principles
D Voters R Voters
Compromises to get things done 67.0% 54.2%
Sticks to their principles no matter what 33.0% 45.8%
Prefer government official who compromises or sticks to principles
Compromises to get things done Sticks to their principles no matter what
Vote Intent
D 67.00%
(65.00%, 68.94%) 		33.00%
(31.06%, 35.00%)
R 54.24%
(52.28%, 56.18%) 		45.76%
(43.82%, 47.72%)
Gender
D - Male 69.62%
(66.20%, 72.84%) 		30.38%
(27.16%, 33.80%)
D - Female 65.04%
(62.40%, 67.58%) 		34.96%
(32.42%, 37.60%)
R - Male 58.28%
(55.26%, 61.24%) 		41.72%
(38.76%, 44.74%)
R - Female 50.04%
(46.78%, 53.30%) 		49.96%
(46.70%, 53.22%)
Age and Gender
D - Male - 18 to 34 63.76%
(55.72%, 71.10%) 		36.24%
(28.90%, 44.28%)
D - Male - 35 to 54 72.22%
(67.02%, 76.88%) 		27.78%
(23.12%, 32.98%)
D - Male - 55+ 71.04%
(66.16%, 75.50%) 		28.96%
(24.50%, 33.84%)
D - Female - 18 to 34 62.88%
(57.10%, 68.30%) 		37.12%
(31.70%, 42.90%)
D - Female - 35 to 54 63.20%
(58.18%, 67.94%) 		36.80%
(32.06%, 41.82%)
D - Female - 55+ 67.78%
(63.98%, 71.36%) 		32.22%
(28.64%, 36.02%)
R - Male - 18 to 34 59.66%
(52.24%, 66.66%) 		40.34%
(33.34%, 47.76%)
R - Male - 35 to 54 54.92%
(49.42%, 60.28%) 		45.08%
(39.72%, 50.58%)
R - Male - 55+ 59.20%
(54.96%, 63.28%) 		40.80%
(36.72%, 45.04%)
R - Female - 18 to 34 42.22%
(33.76%, 51.18%) 		57.78%
(48.82%, 66.24%)
R - Female - 35 to 54 49.36%
(43.66%, 55.06%) 		50.64%
(44.94%, 56.34%)
R - Female - 55+ 54.68%
(50.30%, 58.98%) 		45.32%
(41.02%, 49.70%)
Race
D - White 76.62%
(74.58%, 78.54%) 		23.38%
(21.46%, 25.42%)
D - Non-white 55.20%
(51.50%, 58.86%) 		44.80%
(41.14%, 48.50%)
R - White 54.92%
(52.64%, 57.18%) 		45.08%
(42.82%, 47.36%)
R - Non-white 51.34%
(45.76%, 56.90%) 		48.66%
(43.10%, 54.24%)
Education
D - College Grad 75.04%
(72.74%, 77.22%) 		24.96%
(22.78%, 27.26%)
D - Not college grad 60.36%
(57.20%, 63.42%) 		39.64%
(36.58%, 42.80%)
R - College Grad 58.36%
(54.48%, 62.12%) 		41.64%
(37.88%, 45.52%)
R - Not college grad 52.46%
(49.80%, 55.10%) 		47.54%
(44.90%, 50.20%) 
anes %>% tabtemplate1(V201427, "How important to speak English in US")
How important to speak English in US
Count Pct
-Refused 16 0.20%
-Don’t know 1 0.02%
Very important 4,111 49.66%
Somewhat important 2,663 32.16%
Not very important 967 11.68%
Not at all important 522 6.30%
How important to speak English in US
D Voters R Voters
Very important 35.4% 70.7%
Somewhat important 37.5% 23.0%
Not very important 18.1% 3.8%
Not at all important 9.1% 2.5%
How important to speak English in US
Very important Somewhat important Not very important Not at all important
Vote Intent
D 35.38%
(33.32%, 37.52%) 		37.46%
(35.48%, 39.46%) 		18.06%
(16.42%, 19.82%) 		9.10%
(8.00%, 10.34%)
R 70.72%
(68.64%, 72.72%) 		23.04%
(21.22%, 24.98%) 		3.76%
(3.02%, 4.68%) 		2.48%
(1.74%, 3.52%)
Gender
D - Male 36.58%
(33.30%, 39.98%) 		37.08%
(33.90%, 40.40%) 		16.26%
(14.14%, 18.62%) 		10.08%
(8.20%, 12.32%)
D - Female 34.54%
(32.04%, 37.12%) 		37.74%
(35.12%, 40.44%) 		19.48%
(17.18%, 22.02%) 		8.24%
(6.74%, 10.04%)
R - Male 71.46%
(68.40%, 74.34%) 		22.08%
(19.66%, 24.72%) 		4.32%
(3.16%, 5.90%) 		2.14%
(1.26%, 3.58%)
R - Female 70.02%
(66.80%, 73.02%) 		23.92%
(21.10%, 27.00%) 		3.20%
(2.40%, 4.24%) 		2.88%
(1.82%, 4.50%)
Age and Gender
D - Male - 18 to 34 25.54%
(19.90%, 32.14%) 		34.60%
(28.66%, 41.06%) 		26.06%
(20.14%, 32.98%) 		13.80%
(10.10%, 18.60%)
D - Male - 35 to 54 36.66%
(31.20%, 42.50%) 		34.84%
(30.12%, 39.86%) 		16.12%
(12.46%, 20.58%) 		12.38%
(8.92%, 16.96%)
D - Male - 55+ 44.76%
(39.86%, 49.76%) 		40.62%
(35.86%, 45.54%) 		9.26%
(7.04%, 12.10%) 		5.36%
(3.40%, 8.36%)
D - Female - 18 to 34 20.70%
(16.34%, 25.88%) 		36.66%
(31.22%, 42.46%) 		28.36%
(22.80%, 34.66%) 		14.28%
(10.26%, 19.52%)
D - Female - 35 to 54 32.90%
(28.50%, 37.64%) 		37.16%
(32.66%, 41.88%) 		21.90%
(18.28%, 25.98%) 		8.04%
(5.58%, 11.48%)
D - Female - 55+ 44.38%
(40.32%, 48.52%) 		38.82%
(35.14%, 42.62%) 		12.24%
(9.72%, 15.30%) 		4.58%
(3.30%, 6.34%)
R - Male - 18 to 34 59.48%
(51.72%, 66.80%) 		28.86%
(22.36%, 36.38%) 		8.50%
(5.14%, 13.70%) 		3.18%
(1.52%, 6.48%)
R - Male - 35 to 54 70.08%
(64.38%, 75.22%) 		21.72%
(17.42%, 26.74%) 		5.00%
(2.72%, 9.02%) 		3.18%
(1.54%, 6.48%)
R - Male - 55+ 78.54%
(74.00%, 82.48%) 		18.90%
(15.36%, 23.02%) 		1.74%
(0.96%, 3.14%) 		0.82%
(0.28%, 2.36%)
R - Female - 18 to 34 50.82%
(42.10%, 59.48%) 		34.48%
(26.32%, 43.64%) 		6.40%
(3.98%, 10.14%) 		8.30%
(4.48%, 14.92%)
R - Female - 35 to 54 66.40%
(60.64%, 71.72%) 		27.84%
(23.24%, 32.98%) 		3.80%
(2.28%, 6.26%) 		1.96%
(0.90%, 4.20%)
R - Female - 55+ 80.14%
(75.92%, 83.78%) 		16.58%
(13.38%, 20.38%) 		1.60%
(0.80%, 3.20%) 		1.68%
(0.76%, 3.64%)
Race
D - White 31.02%
(28.58%, 33.56%) 		39.38%
(36.70%, 42.10%) 		20.02%
(17.76%, 22.50%) 		9.58%
(8.26%, 11.10%)
D - Non-white 40.64%
(37.46%, 43.90%) 		34.86%
(31.84%, 38.00%) 		15.84%
(13.52%, 18.48%) 		8.66%
(7.00%, 10.68%)
R - White 73.86%
(71.54%, 76.06%) 		21.94%
(19.86%, 24.16%) 		2.44%
(1.88%, 3.16%) 		1.76%
(1.16%, 2.68%)
R - Non-white 56.70%
(51.36%, 61.90%) 		28.16%
(23.58%, 33.26%) 		9.82%
(6.88%, 13.84%) 		5.30%
(2.88%, 9.60%)
Education
D - College Grad 26.76%
(24.10%, 29.60%) 		41.90%
(39.06%, 44.80%) 		21.40%
(19.06%, 23.96%) 		9.94%
(8.34%, 11.82%)
D - Not college grad 42.12%
(38.98%, 45.34%) 		34.08%
(31.56%, 36.68%) 		15.50%
(13.30%, 18.00%) 		8.30%
(6.78%, 10.12%)
R - College Grad 64.04%
(60.48%, 67.46%) 		30.26%
(26.94%, 33.78%) 		3.84%
(2.74%, 5.34%) 		1.88%
(0.96%, 3.64%)
R - Not college grad 73.30%
(70.70%, 75.76%) 		20.10%
(17.90%, 22.50%) 		3.80%
(2.90%, 4.98%) 		2.80%
(1.84%, 4.22%)

Trump impeachment

anes %>% tabtemplate1(V201382x, "Corruption increased or decreased since Trump")
Corruption increased or decreased since Trump
Count Pct
-DK/RF in V201380 or V201381 56 0.68%
Increased a great deal 3,260 39.38%
Increased a moderate amount 1,087 13.12%
Increased a little 200 2.40%
Stayed the same 2,469 29.82%
Decreased a little 304 3.66%
Decreased a moderate amount 606 7.32%
Decreased a great deal 299 3.62%
Corruption increased or decreased since Trump
D Voters R Voters
Increased a great deal 66.6% 9.2%
Increased a moderate amount 16.7% 7.7%
Increased a little 2.3% 1.7%
Stayed the same 11.1% 50.6%
Decreased a little 0.4% 8.3%
Decreased a moderate amount 1.6% 15.3%
Decreased a great deal 1.3% 7.1%
Corruption increased or decreased since Trump
Increased a great deal Increased a moderate amount Increased a little Stayed the same Decreased a little Decreased a moderate amount Decreased a great deal
Vote Intent
D 66.62%
(64.54%, 68.64%) 		16.68%
(15.20%, 18.28%) 		2.30%
(1.72%, 3.06%) 		11.08%
(9.80%, 12.48%) 		0.36%
(0.14%, 0.88%) 		1.64%
(1.10%, 2.46%) 		1.32%
(0.94%, 1.86%)
R 9.20%
(7.94%, 10.64%) 		7.74%
(6.58%, 9.08%) 		1.72%
(1.22%, 2.46%) 		50.64%
(48.52%, 52.76%) 		8.28%
(7.16%, 9.58%) 		15.34%
(14.02%, 16.78%) 		7.06%
(5.96%, 8.32%)
Gender
D - Male 64.94%
(61.62%, 68.14%) 		18.48%
(15.96%, 21.28%) 		2.76%
(1.80%, 4.20%) 		11.00%
(9.12%, 13.22%) 		0.52%
(0.20%, 1.38%) 		1.72%
(0.96%, 3.02%) 		0.58%
(0.28%, 1.20%)
D - Female 67.94%
(65.50%, 70.28%) 		15.26%
(13.50%, 17.18%) 		1.86%
(1.26%, 2.74%) 		11.18%
(9.44%, 13.18%) 		0.22%
(0.06%, 0.70%) 		1.60%
(0.94%, 2.72%) 		1.94%
(1.34%, 2.84%)
R - Male 8.82%
(7.18%, 10.76%) 		7.64%
(6.02%, 9.64%) 		1.82%
(1.16%, 2.88%) 		50.12%
(46.94%, 53.30%) 		8.94%
(7.34%, 10.82%) 		13.98%
(12.20%, 15.98%) 		8.70%
(7.04%, 10.72%)
R - Female 9.48%
(7.68%, 11.66%) 		7.86%
(6.12%, 10.04%) 		1.64%
(0.98%, 2.74%) 		51.16%
(48.10%, 54.22%) 		7.66%
(6.08%, 9.60%) 		16.92%
(14.92%, 19.14%) 		5.28%
(4.10%, 6.76%)
Age and Gender
D - Male - 18 to 34 51.80%
(44.66%, 58.88%) 		24.64%
(19.16%, 31.08%) 		2.94%
(1.32%, 6.40%) 		14.94%
(10.54%, 20.76%) 		1.02%
(0.24%, 4.34%) 		3.64%
(1.70%, 7.60%) 		1.02%
(0.34%, 3.12%)
D - Male - 35 to 54 63.88%
(57.96%, 69.42%) 		18.00%
(14.08%, 22.74%) 		4.78%
(2.70%, 8.34%) 		11.18%
(7.90%, 15.60%) 		0.54%
(0.14%, 2.22%) 		1.28%
(0.52%, 3.06%) 		0.30%
(0.08%, 1.24%)
D - Male - 55+ 75.34%
(70.60%, 79.56%) 		14.52%
(11.48%, 18.20%) 		0.78%
(0.30%, 1.98%) 		8.00%
(5.74%, 11.02%) 		0.12%
(0.02%, 0.48%) 		0.70%
(0.20%, 2.50%) 		0.54%
(0.18%, 1.70%)
D - Female - 18 to 34 62.12%
(56.16%, 67.74%) 		15.44%
(11.90%, 19.78%) 		1.92%
(0.90%, 4.08%) 		15.06%
(11.18%, 19.98%) 		0.48%
(0.10%, 2.38%) 		0.82%
(0.30%, 2.30%) 		4.14%
(2.52%, 6.76%)
D - Female - 35 to 54 64.34%
(59.54%, 68.86%) 		17.40%
(14.02%, 21.40%) 		2.54%
(1.50%, 4.24%) 		11.04%
(8.50%, 14.22%) 		0.04%
(0.00%, 0.36%) 		3.22%
(1.60%, 6.36%) 		1.42%
(0.64%, 3.10%)
D - Female - 55+ 75.58%
(72.06%, 78.80%) 		12.68%
(10.14%, 15.76%) 		1.24%
(0.56%, 2.66%) 		8.58%
(6.40%, 11.40%) 		0.20%
(0.02%, 1.40%) 		0.96%
(0.34%, 2.70%) 		0.76%
(0.24%, 2.30%)
R - Male - 18 to 34 6.10%
(3.50%, 10.44%) 		9.08%
(5.38%, 14.94%) 		1.48%
(0.38%, 5.66%) 		47.30%
(39.60%, 55.14%) 		8.98%
(5.18%, 15.16%) 		13.52%
(9.20%, 19.42%) 		13.54%
(9.48%, 18.98%)
R - Male - 35 to 54 5.48%
(3.20%, 9.26%) 		7.18%
(4.74%, 10.70%) 		2.72%
(1.38%, 5.30%) 		52.56%
(46.90%, 58.16%) 		11.20%
(7.92%, 15.56%) 		12.30%
(9.02%, 16.56%) 		8.56%
(5.72%, 12.64%)
R - Male - 55+ 11.90%
(9.32%, 15.04%) 		7.16%
(5.10%, 9.98%) 		1.50%
(0.76%, 2.92%) 		49.96%
(45.36%, 54.54%) 		7.26%
(5.26%, 9.94%) 		15.46%
(12.30%, 19.24%) 		6.78%
(4.82%, 9.46%)
R - Female - 18 to 34 5.76%
(2.90%, 11.16%) 		8.74%
(4.78%, 15.44%) 		1.22%
(0.42%, 3.52%) 		57.28%
(49.10%, 65.06%) 		5.72%
(3.60%, 8.94%) 		15.96%
(10.94%, 22.70%) 		5.34%
(2.58%, 10.68%)
R - Female - 35 to 54 7.44%
(4.84%, 11.24%) 		7.44%
(4.56%, 11.88%) 		2.52%
(1.02%, 6.12%) 		50.84%
(44.74%, 56.92%) 		8.32%
(5.62%, 12.14%) 		17.00%
(13.28%, 21.50%) 		6.46%
(4.30%, 9.60%)
R - Female - 55+ 12.74%
(9.96%, 16.16%) 		7.14%
(5.26%, 9.60%) 		1.14%
(0.52%, 2.42%) 		48.76%
(44.54%, 53.02%) 		8.38%
(5.90%, 11.78%) 		17.76%
(14.48%, 21.58%) 		4.08%
(2.86%, 5.78%)
Race
D - White 71.28%
(68.74%, 73.70%) 		16.66%
(14.74%, 18.78%) 		2.06%
(1.40%, 2.98%) 		8.34%
(7.10%, 9.76%) 		0.16%
(0.04%, 0.54%) 		0.92%
(0.44%, 1.90%) 		0.60%
(0.28%, 1.22%)
D - Non-white 60.96%
(57.36%, 64.42%) 		16.74%
(14.42%, 19.34%) 		2.48%
(1.56%, 3.88%) 		14.46%
(12.20%, 17.04%) 		0.60%
(0.18%, 1.86%) 		2.58%
(1.66%, 3.96%) 		2.20%
(1.50%, 3.24%)
R - White 8.64%
(7.32%, 10.18%) 		7.12%
(5.96%, 8.48%) 		1.98%
(1.36%, 2.88%) 		51.78%
(49.56%, 53.98%) 		8.32%
(7.08%, 9.74%) 		15.68%
(14.12%, 17.38%) 		6.48%
(5.48%, 7.64%)
R - Non-white 11.16%
(7.94%, 15.46%) 		10.62%
(7.46%, 14.90%) 		0.44%
(0.14%, 1.40%) 		45.88%
(39.96%, 51.92%) 		8.36%
(5.50%, 12.54%) 		14.38%
(11.28%, 18.18%) 		9.16%
(5.96%, 13.80%)
Education
D - College Grad 70.42%
(67.56%, 73.12%) 		17.34%
(15.20%, 19.74%) 		2.14%
(1.46%, 3.14%) 		9.26%
(7.62%, 11.20%) 		NA 0.68%
(0.26%, 1.70%) 		0.14%
(0.04%, 0.64%)
D - Not college grad 63.32%
(60.24%, 66.28%) 		16.54%
(14.44%, 18.88%) 		2.36%
(1.58%, 3.48%) 		12.38%
(10.46%, 14.60%) 		0.64%
(0.26%, 1.60%) 		2.46%
(1.60%, 3.78%) 		2.30%
(1.62%, 3.26%)
R - College Grad 6.68%
(5.14%, 8.68%) 		8.42%
(6.26%, 11.22%) 		1.38%
(0.80%, 2.36%) 		56.34%
(52.48%, 60.14%) 		7.70%
(6.00%, 9.84%) 		13.08%
(10.94%, 15.58%) 		6.40%
(4.60%, 8.82%)
R - Not college grad 10.34%
(8.70%, 12.22%) 		7.58%
(6.12%, 9.36%) 		1.68%
(1.06%, 2.62%) 		48.56%
(45.86%, 51.24%) 		8.44%
(7.02%, 10.14%) 		16.40%
(14.64%, 18.32%) 		7.02%
(5.70%, 8.62%) 
anes %>% tabtemplate1(V201383, "Did Trump ask Ukraine to investigate rivals")
Did Trump ask Ukraine to investigate rivals
Count Pct
-Refused 38 0.46%
-Don’t know 6 0.06%
Asked for an investigation 3,206 38.72%
Did not ask for an investigation 1,132 13.68%
I’m not sure 3,899 47.08%
Did Trump ask Ukraine to investigate rivals
D Voters R Voters
Asked for an investigation 65.0% 10.1%
Did not ask for an investigation 2.7% 29.6%
I’m not sure 32.3% 60.3%
Did Trump ask Ukraine to investigate rivals
Asked for an investigation Did not ask for an investigation I’m not sure
Vote Intent
D 64.98%
(62.98%, 66.94%) 		2.74%
(2.06%, 3.62%) 		32.28%
(30.32%, 34.30%)
R 10.14%
(8.80%, 11.66%) 		29.60%
(27.44%, 31.84%) 		60.26%
(57.96%, 62.52%)
Gender
D - Male 70.32%
(67.24%, 73.22%) 		2.80%
(1.94%, 4.04%) 		26.88%
(23.90%, 30.08%)
D - Female 60.60%
(57.98%, 63.16%) 		2.70%
(1.86%, 3.90%) 		36.70%
(34.12%, 39.36%)
R - Male 12.42%
(10.48%, 14.66%) 		31.34%
(28.46%, 34.38%) 		56.24%
(52.94%, 59.50%)
R - Female 7.62%
(6.04%, 9.56%) 		27.80%
(24.94%, 30.86%) 		64.58%
(61.40%, 67.64%)
Age and Gender
D - Male - 18 to 34 58.36%
(51.68%, 64.74%) 		5.12%
(2.78%, 9.28%) 		36.52%
(29.92%, 43.66%)
D - Male - 35 to 54 70.04%
(64.72%, 74.86%) 		2.00%
(1.08%, 3.70%) 		27.96%
(23.12%, 33.38%)
D - Male - 55+ 80.08%
(76.08%, 83.54%) 		1.88%
(1.02%, 3.46%) 		18.04%
(14.64%, 22.02%)
D - Female - 18 to 34 50.02%
(44.80%, 55.22%) 		4.54%
(2.48%, 8.18%) 		45.44%
(40.40%, 50.58%)
D - Female - 35 to 54 60.56%
(56.30%, 64.64%) 		1.78%
(1.02%, 3.08%) 		37.68%
(33.56%, 41.98%)
D - Female - 55+ 67.94%
(64.00%, 71.66%) 		2.36%
(1.08%, 5.04%) 		29.70%
(26.08%, 33.58%)
R - Male - 18 to 34 8.80%
(5.54%, 13.70%) 		27.68%
(20.42%, 36.34%) 		63.54%
(54.30%, 71.86%)
R - Male - 35 to 54 13.96%
(10.36%, 18.56%) 		27.84%
(23.20%, 33.02%) 		58.20%
(52.48%, 63.70%)
R - Male - 55+ 12.94%
(10.02%, 16.56%) 		35.22%
(31.02%, 39.64%) 		51.84%
(47.24%, 56.42%)
R - Female - 18 to 34 6.28%
(3.60%, 10.72%) 		21.06%
(14.68%, 29.26%) 		72.66%
(64.12%, 79.82%)
R - Female - 35 to 54 7.32%
(5.02%, 10.52%) 		23.46%
(18.94%, 28.70%) 		69.22%
(63.78%, 74.16%)
R - Female - 55+ 8.48%
(6.06%, 11.72%) 		34.30%
(30.44%, 38.40%) 		57.22%
(52.82%, 61.50%)
Race
D - White 74.42%
(72.06%, 76.64%) 		2.04%
(1.38%, 3.02%) 		23.54%
(21.40%, 25.84%)
D - Non-white 53.54%
(50.04%, 56.98%) 		3.64%
(2.54%, 5.16%) 		42.84%
(39.24%, 46.50%)
R - White 9.94%
(8.48%, 11.60%) 		29.90%
(27.82%, 32.04%) 		60.18%
(57.80%, 62.48%)
R - Non-white 10.74%
(7.68%, 14.82%) 		28.28%
(23.04%, 34.18%) 		60.98%
(54.94%, 66.70%)
Education
D - College Grad 75.76%
(73.08%, 78.26%) 		1.46%
(0.86%, 2.46%) 		22.78%
(20.30%, 25.46%)
D - Not college grad 56.22%
(53.14%, 59.28%) 		3.84%
(2.72%, 5.36%) 		39.94%
(36.78%, 43.20%)
R - College Grad 12.96%
(10.28%, 16.18%) 		33.00%
(29.48%, 36.72%) 		54.04%
(50.44%, 57.62%)
R - Not college grad 9.08%
(7.68%, 10.70%) 		27.84%
(25.12%, 30.76%) 		63.06%
(60.26%, 65.78%) 
anes %>% tabtemplate1(V201386x, "Favor or oppose House impeachment decision")
Favor or oppose House impeachment decision
Count Pct
-DK/RF in V201384 or V201385 41 0.50%
Favor a great deal 2,872 34.68%
Favor moderately 621 7.50%
Favor a little 139 1.68%
Neither favor nor oppose 1,354 16.34%
Oppose a little 188 2.26%
Oppose moderately 546 6.60%
Oppose a great deal 2,519 30.42%
Favor or oppose House impeachment decision
D Voters R Voters
Favor a great deal 65.3% 1.4%
Favor moderately 12.0% 1.0%
Favor a little 2.4% 0.3%
Neither favor nor oppose 13.2% 12.6%
Oppose a little 1.5% 2.6%
Oppose moderately 3.1% 10.5%
Oppose a great deal 2.5% 71.5%
Favor or oppose House impeachment decision
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 65.34%
(63.10%, 67.52%) 		11.96%
(10.60%, 13.46%) 		2.42%
(1.82%, 3.22%) 		13.22%
(11.70%, 14.92%) 		1.48%
(1.04%, 2.10%) 		3.08%
(2.38%, 4.00%) 		2.50%
(1.90%, 3.28%)
R 1.38%
(0.90%, 2.10%) 		1.02%
(0.68%, 1.54%) 		0.30%
(0.10%, 0.96%) 		12.62%
(11.14%, 14.28%) 		2.64%
(1.94%, 3.56%) 		10.48%
(9.16%, 11.98%) 		71.54%
(69.56%, 73.44%)
Gender
D - Male 63.98%
(60.52%, 67.30%) 		11.90%
(9.96%, 14.14%) 		3.02%
(2.04%, 4.44%) 		13.10%
(10.82%, 15.76%) 		1.84%
(1.08%, 3.10%) 		3.66%
(2.60%, 5.14%) 		2.50%
(1.70%, 3.66%)
D - Female 66.52%
(63.54%, 69.36%) 		12.08%
(10.36%, 14.06%) 		1.88%
(1.24%, 2.86%) 		13.20%
(11.22%, 15.46%) 		1.20%
(0.74%, 1.92%) 		2.62%
(1.82%, 3.76%) 		2.50%
(1.72%, 3.60%)
R - Male 0.88%
(0.46%, 1.70%) 		0.86%
(0.50%, 1.48%) 		0.38%
(0.08%, 1.80%) 		12.48%
(10.24%, 15.12%) 		1.80%
(1.22%, 2.64%) 		11.16%
(9.20%, 13.48%) 		72.44%
(69.40%, 75.30%)
R - Female 1.92%
(1.12%, 3.30%) 		1.22%
(0.70%, 2.12%) 		0.22%
(0.10%, 0.56%) 		12.66%
(10.48%, 15.20%) 		3.56%
(2.32%, 5.42%) 		9.86%
(8.02%, 12.06%) 		70.56%
(67.42%, 73.52%)
Age and Gender
D - Male - 18 to 34 57.34%
(50.76%, 63.66%) 		13.58%
(9.60%, 18.90%) 		4.12%
(2.26%, 7.40%) 		17.64%
(12.68%, 24.00%) 		1.72%
(0.70%, 4.16%) 		4.66%
(2.38%, 8.94%) 		0.94%
(0.34%, 2.56%)
D - Male - 35 to 54 63.70%
(57.72%, 69.30%) 		10.78%
(7.84%, 14.66%) 		4.12%
(2.20%, 7.60%) 		13.58%
(9.86%, 18.40%) 		1.96%
(0.74%, 5.16%) 		3.16%
(1.56%, 6.32%) 		2.68%
(1.44%, 4.94%)
D - Male - 55+ 69.66%
(64.16%, 74.64%) 		10.96%
(8.12%, 14.64%) 		1.28%
(0.64%, 2.54%) 		9.06%
(6.58%, 12.34%) 		1.92%
(0.86%, 4.26%) 		3.40%
(1.92%, 5.98%) 		3.70%
(2.16%, 6.30%)
D - Female - 18 to 34 65.94%
(60.12%, 71.30%) 		12.98%
(9.48%, 17.50%) 		2.40%
(1.26%, 4.52%) 		12.72%
(9.68%, 16.52%) 		0.48%
(0.12%, 2.04%) 		3.66%
(1.88%, 7.04%) 		1.82%
(0.80%, 4.08%)
D - Female - 35 to 54 62.48%
(57.56%, 67.16%) 		13.36%
(10.22%, 17.26%) 		2.66%
(1.32%, 5.26%) 		16.36%
(12.84%, 20.64%) 		0.84%
(0.38%, 1.84%) 		2.54%
(1.38%, 4.64%) 		1.76%
(0.80%, 3.90%)
D - Female - 55+ 70.32%
(66.30%, 74.04%) 		10.42%
(8.54%, 12.64%) 		1.04%
(0.58%, 1.84%) 		10.70%
(8.00%, 14.16%) 		1.88%
(0.82%, 4.22%) 		2.00%
(1.04%, 3.76%) 		3.64%
(2.18%, 6.04%)
R - Male - 18 to 34 0.92%
(0.24%, 3.44%) 		1.84%
(0.76%, 4.30%) 		1.60%
(0.28%, 8.42%) 		24.88%
(18.32%, 32.82%) 		2.34%
(1.36%, 4.04%) 		12.84%
(8.32%, 19.30%) 		55.60%
(47.22%, 63.66%)
R - Male - 35 to 54 1.18%
(0.32%, 4.16%) 		0.40%
(0.12%, 1.42%) 		0.12%
(0.02%, 0.88%) 		12.78%
(9.40%, 17.16%) 		2.90%
(1.68%, 5.00%) 		12.64%
(9.34%, 16.92%) 		69.96%
(64.98%, 74.52%)
R - Male - 55+ 0.72%
(0.36%, 1.44%) 		0.76%
(0.32%, 1.80%) 		NA 6.02%
(3.96%, 9.06%) 		0.88%
(0.32%, 2.40%) 		9.54%
(7.22%, 12.50%) 		82.06%
(77.86%, 85.60%)
R - Female - 18 to 34 1.52%
(0.48%, 4.70%) 		3.04%
(1.28%, 7.02%) 		0.50%
(0.12%, 2.18%) 		23.42%
(16.52%, 32.08%) 		9.48%
(5.04%, 17.10%) 		12.60%
(8.18%, 18.88%) 		49.46%
(40.74%, 58.22%)
R - Female - 35 to 54 3.42%
(1.72%, 6.68%) 		0.64%
(0.28%, 1.46%) 		0.36%
(0.10%, 1.32%) 		15.64%
(12.22%, 19.78%) 		3.12%
(1.78%, 5.44%) 		11.82%
(8.62%, 15.98%) 		65.00%
(59.22%, 70.38%)
R - Female - 55+ 1.10%
(0.32%, 3.66%) 		1.02%
(0.52%, 2.02%) 		0.04%
(0.00%, 0.36%) 		6.14%
(4.24%, 8.80%) 		0.80%
(0.34%, 1.84%) 		7.16%
(5.02%, 10.14%) 		83.74%
(80.18%, 86.76%)
Race
D - White 67.54%
(65.04%, 69.94%) 		13.14%
(11.42%, 15.10%) 		2.56%
(1.86%, 3.50%) 		10.54%
(8.86%, 12.48%) 		1.62%
(0.98%, 2.72%) 		2.30%
(1.72%, 3.04%) 		2.30%
(1.64%, 3.22%)
D - Non-white 62.68%
(58.96%, 66.26%) 		10.52%
(8.52%, 12.96%) 		2.28%
(1.32%, 3.94%) 		16.44%
(13.86%, 19.38%) 		1.32%
(0.78%, 2.22%) 		4.02%
(2.72%, 5.92%) 		2.74%
(1.78%, 4.18%)
R - White 0.92%
(0.54%, 1.54%) 		0.76%
(0.46%, 1.24%) 		0.12%
(0.04%, 0.32%) 		9.26%
(7.88%, 10.84%) 		2.82%
(2.00%, 3.96%) 		10.84%
(9.26%, 12.62%) 		75.32%
(73.14%, 77.36%)
R - Non-white 3.52%
(1.82%, 6.72%) 		2.28%
(1.20%, 4.28%) 		1.18%
(0.28%, 4.88%) 		27.52%
(22.06%, 33.78%) 		1.92%
(0.90%, 4.08%) 		9.16%
(6.46%, 12.86%) 		54.40%
(48.40%, 60.28%)
Education
D - College Grad 68.34%
(65.38%, 71.16%) 		13.20%
(11.36%, 15.30%) 		3.02%
(2.04%, 4.44%) 		9.86%
(8.24%, 11.78%) 		1.40%
(0.84%, 2.32%) 		2.06%
(1.44%, 2.94%) 		2.12%
(1.40%, 3.20%)
D - Not college grad 63.20%
(59.98%, 66.30%) 		10.90%
(9.12%, 12.98%) 		1.82%
(1.16%, 2.86%) 		15.68%
(13.38%, 18.28%) 		1.58%
(0.98%, 2.52%) 		3.98%
(2.86%, 5.50%) 		2.86%
(2.00%, 4.04%)
R - College Grad 1.14%
(0.46%, 2.82%) 		1.02%
(0.48%, 2.14%) 		0.26%
(0.08%, 0.78%) 		9.48%
(7.36%, 12.14%) 		3.00%
(1.82%, 4.90%) 		10.82%
(8.68%, 13.40%) 		74.28%
(70.80%, 77.48%)
R - Not college grad 1.50%
(0.92%, 2.40%) 		1.04%
(0.62%, 1.74%) 		0.34%
(0.08%, 1.44%) 		13.76%
(11.76%, 16.08%) 		2.54%
(1.72%, 3.76%) 		10.56%
(8.98%, 12.38%) 		70.26%
(67.58%, 72.80%) 
anes %>% tabtemplate1(V201389x, "Favor or oppose Senate acquittal decision")
Favor or oppose Senate acquittal decision
Count Pct
-DK/RF in V201387 or V201388 42 0.52%
Favor a great deal 2,469 29.82%
Favor moderately 443 5.34%
Favor a little 146 1.76%
Neither favor nor oppose 1,565 18.90%
Oppose a little 109 1.32%
Oppose moderately 616 7.44%
Oppose a great deal 2,888 34.88%
Favor or oppose Senate acquittal decision
D Voters R Voters
Favor a great deal 2.7% 70.3%
Favor moderately 1.4% 9.8%
Favor a little 1.0% 2.1%
Neither favor nor oppose 16.5% 13.4%
Oppose a little 1.9% 0.4%
Oppose moderately 11.5% 1.7%
Oppose a great deal 65.0% 2.3%
Favor or oppose Senate acquittal decision
Favor a great deal Favor moderately Favor a little Neither favor nor oppose Oppose a little Oppose moderately Oppose a great deal
Vote Intent
D 2.70%
(2.02%, 3.58%) 		1.36%
(1.00%, 1.88%) 		1.04%
(0.64%, 1.72%) 		16.52%
(14.92%, 18.24%) 		1.88%
(1.44%, 2.46%) 		11.50%
(10.18%, 12.96%) 		65.00%
(62.86%, 67.08%)
R 70.30%
(68.34%, 72.18%) 		9.76%
(8.46%, 11.24%) 		2.14%
(1.60%, 2.90%) 		13.40%
(11.90%, 15.04%) 		0.38%
(0.18%, 0.78%) 		1.66%
(1.16%, 2.40%) 		2.34%
(1.78%, 3.06%)
Gender
D - Male 2.46%
(1.62%, 3.72%) 		1.20%
(0.74%, 1.92%) 		1.24%
(0.64%, 2.40%) 		17.20%
(14.96%, 19.72%) 		1.82%
(1.14%, 2.86%) 		11.30%
(9.32%, 13.64%) 		64.80%
(61.66%, 67.82%)
D - Female 2.88%
(1.88%, 4.36%) 		1.52%
(0.98%, 2.36%) 		0.90%
(0.42%, 1.88%) 		15.84%
(13.68%, 18.26%) 		1.94%
(1.38%, 2.74%) 		11.74%
(9.84%, 13.92%) 		65.20%
(62.10%, 68.16%)
R - Male 70.80%
(67.92%, 73.52%) 		9.48%
(7.74%, 11.56%) 		2.08%
(1.38%, 3.12%) 		13.76%
(11.58%, 16.28%) 		0.46%
(0.16%, 1.38%) 		1.22%
(0.66%, 2.28%) 		2.18%
(1.56%, 3.08%)
R - Female 69.74%
(66.68%, 72.62%) 		10.16%
(8.44%, 12.18%) 		2.24%
(1.42%, 3.56%) 		12.88%
(10.62%, 15.52%) 		0.30%
(0.12%, 0.66%) 		2.16%
(1.38%, 3.40%) 		2.54%
(1.64%, 3.90%)
Age and Gender
D - Male - 18 to 34 1.26%
(0.48%, 3.30%) 		1.24%
(0.40%, 3.74%) 		2.78%
(1.04%, 7.20%) 		21.74%
(16.56%, 27.98%) 		2.20%
(0.98%, 4.86%) 		15.08%
(10.70%, 20.86%) 		55.70%
(48.60%, 62.56%)
D - Male - 35 to 54 3.42%
(1.84%, 6.30%) 		1.14%
(0.48%, 2.62%) 		0.86%
(0.28%, 2.76%) 		19.36%
(15.38%, 24.08%) 		0.84%
(0.38%, 1.92%) 		9.48%
(6.94%, 12.84%) 		64.88%
(59.52%, 69.88%)
D - Male - 55+ 2.52%
(1.38%, 4.62%) 		1.28%
(0.68%, 2.40%) 		0.28%
(0.08%, 1.04%) 		11.38%
(8.88%, 14.44%) 		2.52%
(1.42%, 4.44%) 		9.96%
(7.16%, 13.68%) 		72.04%
(67.36%, 76.30%)
D - Female - 18 to 34 2.56%
(1.04%, 6.18%) 		1.58%
(0.68%, 3.66%) 		1.20%
(0.36%, 4.00%) 		13.98%
(10.76%, 17.98%) 		2.34%
(1.22%, 4.42%) 		13.26%
(9.56%, 18.12%) 		65.06%
(59.00%, 70.66%)
D - Female - 35 to 54 2.02%
(1.00%, 4.06%) 		1.92%
(0.80%, 4.58%) 		0.58%
(0.14%, 2.30%) 		19.94%
(16.02%, 24.56%) 		2.44%
(1.40%, 4.22%) 		12.62%
(9.56%, 16.50%) 		60.46%
(55.28%, 65.42%)
D - Female - 55+ 3.72%
(2.12%, 6.40%) 		1.10%
(0.60%, 2.02%) 		0.98%
(0.28%, 3.28%) 		13.50%
(10.48%, 17.22%) 		1.26%
(0.70%, 2.26%) 		10.30%
(8.12%, 12.96%) 		69.14%
(64.80%, 73.18%)
R - Male - 18 to 34 57.14%
(49.16%, 64.76%) 		8.66%
(5.32%, 13.78%) 		2.34%
(1.48%, 3.70%) 		25.58%
(18.88%, 33.66%) 		0.80%
(0.10%, 5.62%) 		2.68%
(1.04%, 6.70%) 		2.80%
(1.14%, 6.74%)
R - Male - 35 to 54 68.00%
(62.76%, 72.82%) 		12.38%
(9.04%, 16.68%) 		2.68%
(1.48%, 4.78%) 		13.88%
(10.26%, 18.50%) 		0.94%
(0.26%, 3.38%) 		1.22%
(0.46%, 3.12%) 		0.92%
(0.40%, 2.12%)
R - Male - 55+ 78.94%
(74.84%, 82.54%) 		8.24%
(6.12%, 11.02%) 		1.60%
(0.62%, 4.02%) 		7.90%
(5.70%, 10.82%) 		NA 0.40%
(0.20%, 0.76%) 		2.92%
(1.92%, 4.46%)
R - Female - 18 to 34 49.28%
(40.84%, 57.76%) 		12.84%
(8.64%, 18.68%) 		6.82%
(3.34%, 13.38%) 		22.94%
(16.10%, 31.60%) 		0.96%
(0.34%, 2.62%) 		4.98%
(2.76%, 8.86%) 		2.18%
(0.96%, 4.90%)
R - Female - 35 to 54 66.72%
(61.34%, 71.68%) 		10.36%
(7.48%, 14.18%) 		1.46%
(0.72%, 2.94%) 		14.72%
(11.22%, 19.08%) 		0.30%
(0.06%, 1.46%) 		2.82%
(1.12%, 6.92%) 		3.62%
(2.04%, 6.36%)
R - Female - 55+ 79.58%
(75.56%, 83.10%) 		9.58%
(7.16%, 12.70%) 		0.84%
(0.36%, 1.92%) 		7.20%
(5.18%, 9.92%) 		0.04%
(0.00%, 0.36%) 		0.64%
(0.20%, 2.02%) 		2.10%
(0.94%, 4.64%)
Race
D - White 2.14%
(1.36%, 3.32%) 		1.74%
(1.18%, 2.58%) 		1.26%
(0.68%, 2.34%) 		14.56%
(12.76%, 16.60%) 		2.24%
(1.64%, 3.06%) 		11.94%
(10.42%, 13.66%) 		66.10%
(63.74%, 68.38%)
D - Non-white 3.44%
(2.36%, 5.00%) 		0.92%
(0.52%, 1.60%) 		0.80%
(0.32%, 1.94%) 		18.90%
(16.22%, 21.92%) 		1.42%
(0.86%, 2.34%) 		10.98%
(8.84%, 13.58%) 		63.52%
(59.74%, 67.16%)
R - White 73.92%
(71.94%, 75.82%) 		9.78%
(8.40%, 11.34%) 		2.08%
(1.46%, 2.96%) 		10.50%
(9.04%, 12.14%) 		0.34%
(0.16%, 0.74%) 		1.10%
(0.76%, 1.60%) 		2.28%
(1.66%, 3.10%)
R - Non-white 54.04%
(47.88%, 60.06%) 		9.92%
(6.74%, 14.36%) 		2.30%
(1.24%, 4.26%) 		26.26%
(20.88%, 32.48%) 		0.56%
(0.10%, 3.20%) 		4.16%
(2.14%, 7.88%) 		2.76%
(1.66%, 4.60%)
Education
D - College Grad 1.68%
(0.92%, 3.04%) 		1.34%
(0.80%, 2.24%) 		0.50%
(0.26%, 0.92%) 		13.66%
(11.78%, 15.78%) 		2.44%
(1.76%, 3.40%) 		11.46%
(9.82%, 13.34%) 		68.94%
(66.26%, 71.48%)
D - Not college grad 3.56%
(2.54%, 4.98%) 		1.36%
(0.88%, 2.12%) 		1.52%
(0.82%, 2.76%) 		18.66%
(16.26%, 21.32%) 		1.44%
(0.90%, 2.28%) 		11.70%
(9.74%, 13.98%) 		61.76%
(58.52%, 64.90%)
R - College Grad 73.54%
(69.88%, 76.92%) 		9.28%
(7.52%, 11.42%) 		3.68%
(2.26%, 5.92%) 		10.06%
(7.74%, 13.00%) 		0.10%
(0.02%, 0.78%) 		1.76%
(0.96%, 3.24%) 		1.56%
(0.96%, 2.52%)
R - Not college grad 68.78%
(65.94%, 71.48%) 		10.20%
(8.50%, 12.18%) 		1.54%
(1.06%, 2.24%) 		14.70%
(12.72%, 16.94%) 		0.48%
(0.22%, 1.12%) 		1.64%
(1.02%, 2.62%) 		2.66%
(1.92%, 3.66%) 
anes %>% tabtemplate1(V201428, "Likelihood of Russian interference in upcoming election")
Likelihood of Russian interference in upcoming election
Count Pct
-Refused 104 1.26%
-Don’t know 11 0.14%
Extremely likely 2,074 25.06%
Very likely 1,300 15.70%
Moderately likely 1,411 17.04%
Slightly likely 1,229 14.84%
Not likely at all 2,150 25.96%
Likelihood of Russian interference in upcoming election
D Voters R Voters
Extremely likely 45.6% 2.9%
Very likely 23.9% 5.9%
Moderately likely 17.0% 15.0%
Slightly likely 9.3% 21.0%
Not likely at all 4.2% 55.1%
Likelihood of Russian interference in upcoming election
Extremely likely Very likely Moderately likely Slightly likely Not likely at all
Vote Intent
D 45.60%
(43.40%, 47.80%) 		23.88%
(22.08%, 25.78%) 		17.00%
(15.28%, 18.90%) 		9.34%
(8.12%, 10.70%) 		4.18%
(3.50%, 5.00%)
R 2.92%
(2.34%, 3.62%) 		5.94%
(5.08%, 6.96%) 		15.04%
(13.40%, 16.88%) 		21.04%
(19.34%, 22.86%) 		55.06%
(52.82%, 57.26%)
Gender
D - Male 48.48%
(45.28%, 51.70%) 		23.94%
(21.36%, 26.70%) 		15.38%
(12.96%, 18.14%) 		8.54%
(6.68%, 10.84%) 		3.68%
(2.72%, 4.94%)
D - Female 43.08%
(40.24%, 45.94%) 		23.92%
(21.70%, 26.28%) 		18.36%
(16.18%, 20.74%) 		10.02%
(8.58%, 11.66%) 		4.64%
(3.64%, 5.92%)
R - Male 3.02%
(2.26%, 4.04%) 		5.64%
(4.42%, 7.18%) 		14.16%
(12.08%, 16.50%) 		22.08%
(19.44%, 24.94%) 		55.10%
(52.14%, 58.04%)
R - Female 2.82%
(2.02%, 3.92%) 		6.32%
(4.80%, 8.28%) 		16.02%
(13.72%, 18.60%) 		20.08%
(17.66%, 22.72%) 		54.78%
(51.58%, 57.94%)
Age and Gender
D - Male - 18 to 34 32.96%
(27.04%, 39.50%) 		26.50%
(20.74%, 33.20%) 		23.62%
(18.40%, 29.78%) 		12.52%
(8.02%, 18.98%) 		4.40%
(2.44%, 7.78%)
D - Male - 35 to 54 49.14%
(43.86%, 54.46%) 		23.42%
(19.08%, 28.42%) 		14.48%
(10.98%, 18.86%) 		9.24%
(6.62%, 12.76%) 		3.72%
(2.46%, 5.56%)
D - Male - 55+ 60.60%
(56.24%, 64.80%) 		22.28%
(18.72%, 26.28%) 		9.70%
(7.16%, 13.02%) 		4.24%
(2.82%, 6.30%) 		3.18%
(1.76%, 5.70%)
D - Female - 18 to 34 31.14%
(25.86%, 36.96%) 		24.98%
(20.18%, 30.50%) 		23.16%
(18.98%, 27.96%) 		14.76%
(10.84%, 19.78%) 		5.94%
(3.78%, 9.24%)
D - Female - 35 to 54 38.26%
(34.20%, 42.50%) 		23.32%
(19.54%, 27.58%) 		21.18%
(17.56%, 25.30%) 		11.52%
(8.78%, 14.94%) 		5.72%
(3.64%, 8.86%)
D - Female - 55+ 54.62%
(50.22%, 58.96%) 		23.62%
(20.20%, 27.42%) 		12.90%
(10.44%, 15.82%) 		5.80%
(4.40%, 7.62%) 		3.04%
(2.06%, 4.44%)
R - Male - 18 to 34 2.48%
(1.22%, 4.98%) 		4.62%
(2.38%, 8.76%) 		16.88%
(12.20%, 22.92%) 		21.54%
(15.72%, 28.78%) 		54.46%
(46.80%, 61.92%)
R - Male - 35 to 54 2.32%
(1.12%, 4.80%) 		4.62%
(2.78%, 7.62%) 		15.02%
(11.08%, 20.02%) 		18.14%
(14.16%, 22.92%) 		59.90%
(53.78%, 65.72%)
R - Male - 55+ 3.88%
(2.72%, 5.48%) 		6.62%
(4.76%, 9.12%) 		12.96%
(10.34%, 16.12%) 		24.88%
(21.12%, 29.06%) 		51.68%
(47.08%, 56.24%)
R - Female - 18 to 34 2.60%
(1.04%, 6.34%) 		4.08%
(1.76%, 9.10%) 		27.20%
(20.04%, 35.76%) 		15.92%
(11.04%, 22.40%) 		50.22%
(41.90%, 58.54%)
R - Female - 35 to 54 3.66%
(2.30%, 5.76%) 		7.12%
(4.52%, 11.02%) 		13.56%
(10.10%, 18.00%) 		17.56%
(13.26%, 22.88%) 		58.10%
(51.52%, 64.40%)
R - Female - 55+ 1.68%
(0.96%, 2.92%) 		7.26%
(5.06%, 10.28%) 		14.30%
(11.82%, 17.20%) 		21.66%
(18.10%, 25.70%) 		55.10%
(50.52%, 59.58%)
Race
D - White 49.76%
(47.12%, 52.42%) 		23.02%
(20.96%, 25.24%) 		15.22%
(13.56%, 17.06%) 		8.66%
(7.20%, 10.40%) 		3.32%
(2.54%, 4.34%)
D - Non-white 40.66%
(37.40%, 43.98%) 		24.70%
(21.76%, 27.90%) 		19.24%
(16.34%, 22.50%) 		10.08%
(8.18%, 12.36%) 		5.32%
(4.08%, 6.90%)
R - White 2.84%
(2.24%, 3.58%) 		5.86%
(4.82%, 7.12%) 		14.26%
(12.56%, 16.16%) 		20.68%
(18.80%, 22.68%) 		56.36%
(53.88%, 58.80%)
R - Non-white 3.34%
(1.86%, 5.92%) 		6.54%
(4.60%, 9.18%) 		19.08%
(14.94%, 24.06%) 		22.66%
(17.68%, 28.54%) 		48.40%
(42.38%, 54.44%)
Education
D - College Grad 51.02%
(48.46%, 53.56%) 		24.28%
(21.86%, 26.86%) 		15.04%
(13.24%, 17.04%) 		7.20%
(5.96%, 8.68%) 		2.46%
(1.70%, 3.56%)
D - Not college grad 41.42%
(38.22%, 44.70%) 		23.52%
(20.86%, 26.42%) 		18.42%
(15.84%, 21.34%) 		10.98%
(9.06%, 13.26%) 		5.64%
(4.52%, 7.00%)
R - College Grad 3.20%
(2.26%, 4.50%) 		5.20%
(3.70%, 7.24%) 		15.24%
(12.86%, 17.98%) 		25.70%
(22.54%, 29.12%) 		50.68%
(46.78%, 54.54%)
R - Not college grad 2.78%
(2.06%, 3.74%) 		6.36%
(5.14%, 7.86%) 		15.18%
(13.20%, 17.42%) 		18.76%
(16.72%, 20.96%) 		56.92%
(54.16%, 59.64%)

COVID-19 policy

anes %>% tabtemplate1(V201392x, "Federal government response to COVID-19")
Federal government response to COVID-19
Count Pct
-DK/RF in V201390 or V201391 34 0.40%
Much too quick 166 2.00%
Somewhat too quick 119 1.44%
About right 2,685 32.42%
Somewhat too slow 972 11.74%
Much too slow 4,304 51.98%
Federal government response to COVID-19
D Voters R Voters
Much too quick 1.2% 2.4%
Somewhat too quick 0.6% 2.2%
About right 6.1% 67.4%
Somewhat too slow 8.8% 14.1%
Much too slow 83.3% 13.9%
Federal government response to COVID-19
Much too quick Somewhat too quick About right Somewhat too slow Much too slow
Vote Intent
D 1.24%
(0.84%, 1.86%) 		0.64%
(0.34%, 1.14%) 		6.10%
(5.14%, 7.24%) 		8.76%
(7.64%, 10.02%) 		83.26%
(81.54%, 84.86%)
R 2.42%
(1.90%, 3.10%) 		2.16%
(1.64%, 2.86%) 		67.36%
(65.28%, 69.40%) 		14.10%
(12.48%, 15.92%) 		13.94%
(12.46%, 15.56%)
Gender
D - Male 1.04%
(0.54%, 2.00%) 		0.82%
(0.36%, 1.86%) 		5.80%
(4.36%, 7.64%) 		8.88%
(7.30%, 10.78%) 		83.46%
(80.86%, 85.78%)
D - Female 1.42%
(0.82%, 2.50%) 		0.48%
(0.22%, 1.08%) 		6.36%
(5.04%, 8.00%) 		8.60%
(7.16%, 10.30%) 		83.14%
(81.00%, 85.08%)
R - Male 2.80%
(2.00%, 3.90%) 		1.76%
(1.08%, 2.90%) 		68.48%
(65.02%, 71.76%) 		13.14%
(10.94%, 15.68%) 		13.82%
(11.70%, 16.26%)
R - Female 1.98%
(1.26%, 3.08%) 		2.60%
(1.86%, 3.60%) 		66.12%
(63.38%, 68.76%) 		15.16%
(12.92%, 17.70%) 		14.14%
(11.98%, 16.64%)
Age and Gender
D - Male - 18 to 34 1.60%
(0.46%, 5.44%) 		1.48%
(0.38%, 5.60%) 		7.84%
(4.56%, 13.12%) 		10.92%
(7.66%, 15.36%) 		78.16%
(71.98%, 83.30%)
D - Male - 35 to 54 1.08%
(0.40%, 2.84%) 		0.34%
(0.10%, 1.14%) 		7.50%
(4.92%, 11.30%) 		10.00%
(6.92%, 14.22%) 		81.08%
(76.06%, 85.26%)
D - Male - 55+ 0.62%
(0.18%, 2.08%) 		0.54%
(0.12%, 2.40%) 		2.30%
(1.30%, 4.06%) 		6.70%
(4.56%, 9.72%) 		89.86%
(86.36%, 92.52%)
D - Female - 18 to 34 2.20%
(0.88%, 5.46%) 		0.66%
(0.16%, 2.76%) 		8.60%
(5.80%, 12.58%) 		10.30%
(7.30%, 14.34%) 		78.24%
(73.58%, 82.28%)
D - Female - 35 to 54 1.50%
(0.56%, 3.92%) 		0.22%
(0.08%, 0.72%) 		8.00%
(5.44%, 11.60%) 		8.76%
(6.52%, 11.70%) 		81.52%
(77.74%, 84.78%)
D - Female - 55+ 0.94%
(0.44%, 1.98%) 		0.60%
(0.14%, 2.46%) 		3.58%
(2.14%, 5.92%) 		7.22%
(5.38%, 9.64%) 		87.66%
(84.74%, 90.10%)
R - Male - 18 to 34 3.08%
(1.60%, 5.80%) 		2.42%
(0.70%, 8.02%) 		62.98%
(55.54%, 69.84%) 		13.86%
(9.38%, 20.00%) 		17.68%
(12.34%, 24.68%)
R - Male - 35 to 54 4.30%
(2.64%, 6.92%) 		1.78%
(0.94%, 3.34%) 		66.06%
(60.32%, 71.38%) 		13.58%
(10.00%, 18.20%) 		14.28%
(10.94%, 18.44%)
R - Male - 55+ 1.74%
(1.04%, 2.88%) 		1.54%
(0.84%, 2.82%) 		72.50%
(68.00%, 76.60%) 		12.28%
(9.38%, 15.92%) 		11.94%
(9.14%, 15.44%)
R - Female - 18 to 34 2.08%
(0.72%, 5.82%) 		2.52%
(1.16%, 5.38%) 		52.68%
(45.36%, 59.90%) 		21.46%
(15.34%, 29.20%) 		21.24%
(15.56%, 28.32%)
R - Female - 35 to 54 3.08%
(1.48%, 6.30%) 		3.72%
(1.98%, 6.88%) 		63.80%
(58.04%, 69.20%) 		14.84%
(11.20%, 19.44%) 		14.54%
(10.62%, 19.56%)
R - Female - 55+ 0.96%
(0.48%, 1.90%) 		1.74%
(0.86%, 3.42%) 		74.38%
(70.40%, 78.00%) 		11.86%
(9.30%, 15.00%) 		11.08%
(8.54%, 14.24%)
Race
D - White 0.60%
(0.26%, 1.34%) 		0.60%
(0.26%, 1.34%) 		3.78%
(2.84%, 5.00%) 		8.02%
(6.76%, 9.50%) 		87.02%
(85.12%, 88.70%)
D - Non-white 2.00%
(1.22%, 3.22%) 		0.70%
(0.28%, 1.72%) 		8.84%
(6.96%, 11.14%) 		9.46%
(7.74%, 11.50%) 		79.04%
(75.96%, 81.80%)
R - White 2.42%
(1.84%, 3.16%) 		2.38%
(1.78%, 3.14%) 		68.84%
(66.52%, 71.06%) 		14.36%
(12.64%, 16.26%) 		12.02%
(10.56%, 13.66%)
R - Non-white 2.56%
(1.22%, 5.34%) 		1.02%
(0.30%, 3.42%) 		60.72%
(55.12%, 66.04%) 		12.96%
(9.44%, 17.54%) 		22.72%
(18.00%, 28.28%)
Education
D - College Grad 0.34%
(0.14%, 0.76%) 		0.30%
(0.10%, 0.86%) 		4.52%
(3.24%, 6.26%) 		7.20%
(5.82%, 8.88%) 		87.66%
(85.38%, 89.62%)
D - Not college grad 2.00%
(1.26%, 3.18%) 		0.92%
(0.46%, 1.84%) 		7.52%
(6.06%, 9.26%) 		9.92%
(8.34%, 11.80%) 		79.64%
(77.14%, 81.92%)
R - College Grad 2.14%
(1.36%, 3.32%) 		1.98%
(1.08%, 3.56%) 		70.54%
(67.04%, 73.82%) 		13.72%
(11.18%, 16.76%) 		11.62%
(9.52%, 14.14%)
R - Not college grad 2.56%
(1.84%, 3.54%) 		2.24%
(1.58%, 3.16%) 		65.60%
(62.98%, 68.14%) 		14.46%
(12.38%, 16.82%) 		15.14%
(13.20%, 17.34%) 
anes %>% tabtemplate1(V201393, "Limits placed on public activity due to COVID-19 too strict or not")
Limits placed on public activity due to COVID-19 too strict or not
Count Pct
-Refused 17 0.20%
-Don’t know 1 0.00%
Far too strict 782 9.44%
Somewhat too strict 1,012 12.22%
About right 3,533 42.66%
Not quite strict enough 1,695 20.48%
Not nearly strict enough 1,241 14.98%
Limits placed on public activity due to COVID-19 too strict or not
D Voters R Voters
Far too strict 1.5% 19.9%
Somewhat too strict 3.8% 23.1%
About right 43.9% 41.4%
Not quite strict enough 28.4% 10.4%
Not nearly strict enough 22.4% 5.2%
Limits placed on public activity due to COVID-19 too strict or not
Far too strict Somewhat too strict About right Not quite strict enough Not nearly strict enough
Vote Intent
D 1.50%
(1.06%, 2.10%) 		3.84%
(3.06%, 4.78%) 		43.90%
(41.90%, 45.92%) 		28.38%
(26.60%, 30.24%) 		22.38%
(20.74%, 24.12%)
R 19.90%
(18.06%, 21.88%) 		23.12%
(21.18%, 25.18%) 		41.38%
(39.06%, 43.72%) 		10.38%
(9.02%, 11.90%) 		5.24%
(4.36%, 6.28%)
Gender
D - Male 2.48%
(1.64%, 3.70%) 		3.78%
(2.86%, 4.96%) 		43.46%
(40.20%, 46.78%) 		30.50%
(27.46%, 33.70%) 		19.80%
(17.38%, 22.48%)
D - Female 0.70%
(0.40%, 1.26%) 		3.86%
(2.76%, 5.40%) 		44.24%
(41.58%, 46.94%) 		26.66%
(24.30%, 29.16%) 		24.52%
(22.12%, 27.10%)
R - Male 20.72%
(18.16%, 23.52%) 		25.78%
(23.18%, 28.58%) 		39.48%
(36.12%, 42.96%) 		8.90%
(7.24%, 10.88%) 		5.12%
(3.84%, 6.78%)
R - Female 18.72%
(16.14%, 21.62%) 		20.44%
(17.86%, 23.30%) 		43.50%
(40.54%, 46.54%) 		11.90%
(9.98%, 14.12%) 		5.42%
(4.24%, 6.90%)
Age and Gender
D - Male - 18 to 34 2.24%
(0.90%, 5.52%) 		4.02%
(2.36%, 6.76%) 		38.68%
(32.12%, 45.68%) 		32.50%
(26.18%, 39.50%) 		22.56%
(17.26%, 28.90%)
D - Male - 35 to 54 3.66%
(2.04%, 6.52%) 		4.60%
(2.72%, 7.68%) 		43.04%
(37.26%, 49.04%) 		28.34%
(23.72%, 33.48%) 		20.34%
(16.02%, 25.50%)
D - Male - 55+ 1.54%
(0.66%, 3.48%) 		3.02%
(1.86%, 4.88%) 		47.26%
(42.40%, 52.20%) 		30.54%
(26.70%, 34.66%) 		17.64%
(14.22%, 21.68%)
D - Female - 18 to 34 0.66%
(0.26%, 1.66%) 		3.32%
(1.58%, 6.86%) 		37.30%
(31.44%, 43.56%) 		25.78%
(20.82%, 31.46%) 		32.92%
(27.20%, 39.22%)
D - Female - 35 to 54 1.36%
(0.64%, 2.84%) 		4.68%
(2.80%, 7.68%) 		45.16%
(40.36%, 50.04%) 		26.42%
(22.30%, 31.00%) 		22.40%
(18.42%, 26.94%)
D - Female - 55+ 0.28%
(0.04%, 1.68%) 		3.74%
(2.20%, 6.28%) 		47.72%
(43.88%, 51.60%) 		27.34%
(23.96%, 31.02%) 		20.92%
(17.98%, 24.20%)
R - Male - 18 to 34 21.76%
(15.14%, 30.24%) 		24.92%
(18.74%, 32.30%) 		39.06%
(30.30%, 48.58%) 		6.98%
(4.12%, 11.56%) 		7.30%
(4.04%, 12.84%)
R - Male - 35 to 54 22.36%
(18.22%, 27.12%) 		29.96%
(24.68%, 35.84%) 		37.00%
(31.42%, 42.96%) 		5.24%
(3.52%, 7.74%) 		5.44%
(3.06%, 9.44%)
R - Male - 55+ 18.70%
(15.58%, 22.28%) 		23.44%
(19.58%, 27.82%) 		42.40%
(37.66%, 47.28%) 		11.54%
(8.82%, 14.94%) 		3.92%
(2.54%, 5.98%)
R - Female - 18 to 34 23.62%
(16.62%, 32.40%) 		14.06%
(9.66%, 20.02%) 		42.62%
(35.26%, 50.36%) 		11.94%
(7.64%, 18.18%) 		7.74%
(4.62%, 12.70%)
R - Female - 35 to 54 21.94%
(17.14%, 27.62%) 		20.76%
(16.04%, 26.42%) 		43.66%
(37.48%, 50.02%) 		8.96%
(6.56%, 12.14%) 		4.68%
(2.94%, 7.36%)
R - Female - 55+ 15.18%
(12.32%, 18.56%) 		22.36%
(18.74%, 26.44%) 		43.92%
(39.30%, 48.64%) 		13.52%
(10.84%, 16.74%) 		5.04%
(3.46%, 7.26%)
Race
D - White 1.24%
(0.80%, 1.90%) 		4.04%
(3.02%, 5.38%) 		47.56%
(44.82%, 50.30%) 		29.14%
(27.14%, 31.22%) 		18.04%
(16.02%, 20.24%)
D - Non-white 1.86%
(1.12%, 3.02%) 		3.64%
(2.54%, 5.22%) 		39.42%
(36.22%, 42.72%) 		27.56%
(24.50%, 30.82%) 		27.52%
(24.98%, 30.22%)
R - White 20.90%
(18.90%, 23.06%) 		24.46%
(22.28%, 26.78%) 		40.60%
(38.28%, 42.96%) 		10.16%
(8.76%, 11.76%) 		3.86%
(3.22%, 4.62%)
R - Non-white 14.86%
(11.18%, 19.52%) 		16.74%
(12.80%, 21.56%) 		45.44%
(38.98%, 52.06%) 		11.40%
(8.44%, 15.22%) 		11.56%
(8.12%, 16.22%)
Education
D - College Grad 1.50%
(0.88%, 2.50%) 		3.88%
(2.80%, 5.36%) 		46.30%
(43.48%, 49.12%) 		28.28%
(25.82%, 30.90%) 		20.06%
(18.06%, 22.20%)
D - Not college grad 1.54%
(0.98%, 2.42%) 		3.88%
(2.84%, 5.28%) 		41.82%
(38.92%, 44.76%) 		28.72%
(26.18%, 31.40%) 		24.06%
(21.48%, 26.82%)
R - College Grad 19.10%
(16.52%, 21.98%) 		25.80%
(22.58%, 29.30%) 		42.80%
(39.16%, 46.50%) 		8.32%
(6.38%, 10.80%) 		3.98%
(2.84%, 5.56%)
R - Not college grad 19.98%
(17.70%, 22.50%) 		22.12%
(19.80%, 24.64%) 		40.94%
(38.20%, 43.74%) 		11.08%
(9.46%, 12.94%) 		5.86%
(4.74%, 7.24%) 
anes %>% tabtemplate1(V201396x, "Re-opening too quickly or too slowly")
Re-opening too quickly or too slowly
Count Pct
-DK/RF in V201394 or V201395 33 0.40%
Much too quickly 1,127 13.60%
Somewhat too quickly 990 11.96%
About right 3,882 46.88%
Somewhat too slowly 913 11.02%
Much too slowly 1,335 16.12%
Re-opening too quickly or too slowly
D Voters R Voters
Much too quickly 18.9% 6.7%
Somewhat too quickly 16.3% 6.4%
About right 48.1% 47.2%
Somewhat too slowly 7.3% 15.3%
Much too slowly 9.4% 24.3%
Re-opening too quickly or too slowly
Much too quickly Somewhat too quickly About right Somewhat too slowly Much too slowly
Vote Intent
D 18.86%
(17.20%, 20.66%) 		16.26%
(14.92%, 17.68%) 		48.08%
(45.96%, 50.22%) 		7.34%
(6.24%, 8.62%) 		9.44%
(8.28%, 10.78%)
R 6.74%
(5.54%, 8.18%) 		6.44%
(5.46%, 7.60%) 		47.16%
(44.62%, 49.74%) 		15.32%
(13.64%, 17.18%) 		24.32%
(22.36%, 26.40%)
Gender
D - Male 16.98%
(14.52%, 19.76%) 		17.20%
(14.96%, 19.66%) 		48.58%
(45.34%, 51.82%) 		7.94%
(6.48%, 9.72%) 		9.32%
(7.66%, 11.30%)
D - Female 20.44%
(18.26%, 22.82%) 		15.36%
(13.62%, 17.28%) 		47.68%
(44.72%, 50.68%) 		6.88%
(5.40%, 8.70%) 		9.64%
(8.00%, 11.58%)
R - Male 6.46%
(4.78%, 8.66%) 		5.34%
(4.02%, 7.08%) 		47.20%
(43.60%, 50.82%) 		15.24%
(12.94%, 17.88%) 		25.76%
(22.90%, 28.86%)
R - Female 7.02%
(5.58%, 8.82%) 		7.58%
(6.10%, 9.38%) 		47.32%
(44.14%, 50.52%) 		15.50%
(13.18%, 18.16%) 		22.56%
(20.06%, 25.28%)
Age and Gender
D - Male - 18 to 34 21.02%
(16.16%, 26.86%) 		22.26%
(16.86%, 28.78%) 		39.46%
(32.98%, 46.34%) 		8.22%
(5.42%, 12.30%) 		9.04%
(5.84%, 13.70%)
D - Male - 35 to 54 16.20%
(12.90%, 20.16%) 		12.80%
(9.74%, 16.64%) 		51.68%
(46.06%, 57.26%) 		10.28%
(7.66%, 13.66%) 		9.04%
(6.56%, 12.32%)
D - Male - 55+ 14.64%
(11.54%, 18.42%) 		16.78%
(13.58%, 20.56%) 		52.82%
(47.44%, 58.14%) 		5.74%
(3.84%, 8.52%) 		10.00%
(7.40%, 13.40%)
D - Female - 18 to 34 27.90%
(23.46%, 32.84%) 		17.10%
(13.48%, 21.46%) 		34.64%
(29.34%, 40.34%) 		8.56%
(5.46%, 13.16%) 		11.80%
(8.28%, 16.56%)
D - Female - 35 to 54 16.18%
(13.00%, 19.96%) 		15.44%
(12.76%, 18.56%) 		51.88%
(47.04%, 56.66%) 		6.60%
(4.66%, 9.26%) 		9.92%
(7.52%, 12.98%)
D - Female - 55+ 19.12%
(16.04%, 22.64%) 		13.94%
(11.44%, 16.88%) 		52.58%
(48.62%, 56.52%) 		6.18%
(4.24%, 8.90%) 		8.18%
(5.90%, 11.24%)
R - Male - 18 to 34 10.38%
(6.18%, 16.94%) 		5.48%
(2.92%, 10.00%) 		39.90%
(32.14%, 48.22%) 		16.28%
(10.96%, 23.50%) 		27.96%
(21.66%, 35.28%)
R - Male - 35 to 54 5.42%
(3.48%, 8.40%) 		5.46%
(3.46%, 8.54%) 		46.04%
(39.92%, 52.26%) 		14.98%
(11.20%, 19.74%) 		28.10%
(23.06%, 33.76%)
R - Male - 55+ 4.74%
(3.14%, 7.10%) 		5.12%
(3.44%, 7.54%) 		51.54%
(46.86%, 56.20%) 		15.36%
(12.46%, 18.82%) 		23.24%
(19.50%, 27.44%)
R - Female - 18 to 34 9.30%
(5.88%, 14.40%) 		9.82%
(5.32%, 17.40%) 		39.86%
(32.50%, 47.72%) 		18.04%
(12.16%, 25.94%) 		22.96%
(17.18%, 30.00%)
R - Female - 35 to 54 8.62%
(5.82%, 12.58%) 		5.12%
(3.34%, 7.74%) 		43.94%
(38.00%, 50.04%) 		15.02%
(11.12%, 19.98%) 		27.32%
(21.86%, 33.56%)
R - Female - 55+ 4.32%
(2.92%, 6.36%) 		8.62%
(6.40%, 11.54%) 		52.14%
(47.32%, 56.92%) 		15.30%
(12.20%, 19.00%) 		19.62%
(16.42%, 23.26%)
Race
D - White 15.30%
(13.54%, 17.22%) 		18.62%
(16.84%, 20.54%) 		52.90%
(50.46%, 55.34%) 		6.74%
(5.42%, 8.38%) 		6.44%
(5.40%, 7.64%)
D - Non-white 22.96%
(20.42%, 25.70%) 		13.42%
(11.34%, 15.78%) 		42.18%
(38.72%, 45.72%) 		8.16%
(6.40%, 10.36%) 		13.30%
(11.00%, 16.00%)
R - White 5.60%
(4.48%, 6.96%) 		5.92%
(4.88%, 7.14%) 		47.32%
(44.78%, 49.88%) 		16.18%
(14.28%, 18.28%) 		25.00%
(22.88%, 27.24%)
R - Non-white 11.74%
(8.02%, 16.86%) 		9.12%
(6.30%, 13.00%) 		47.18%
(40.72%, 53.72%) 		11.48%
(8.62%, 15.16%) 		20.48%
(16.38%, 25.30%)
Education
D - College Grad 14.78%
(12.94%, 16.80%) 		18.26%
(16.26%, 20.42%) 		53.58%
(50.80%, 56.32%) 		6.80%
(5.50%, 8.40%) 		6.60%
(5.40%, 8.04%)
D - Not college grad 22.08%
(19.68%, 24.70%) 		14.38%
(12.42%, 16.58%) 		43.64%
(40.60%, 46.72%) 		7.94%
(6.40%, 9.80%) 		11.96%
(9.96%, 14.32%)
R - College Grad 5.86%
(4.38%, 7.82%) 		4.84%
(3.42%, 6.84%) 		47.32%
(43.68%, 50.98%) 		20.22%
(17.48%, 23.28%) 		21.74%
(18.96%, 24.80%)
R - Not college grad 7.24%
(5.76%, 9.04%) 		7.16%
(5.90%, 8.68%) 		47.10%
(44.00%, 50.22%) 		13.38%
(11.36%, 15.68%) 		25.14%
(22.74%, 27.70%) 
anes %>% tabtemplate1(V201592, "Put off checkup and vaccines")
Put off checkup and vaccines
Count Pct
-Refused 67 0.80%
-Don’t know 4 0.04%
Someone has put off health care 1,473 17.78%
No one has put off health care 6,737 81.36%
Put off checkup and vaccines
D Voters R Voters
Someone has put off health care 18.8% 14.6%
No one has put off health care 81.2% 85.4%
Put off checkup and vaccines
Someone has put off health care No one has put off health care
Vote Intent
D 18.82%
(16.98%, 20.80%) 		81.18%
(79.20%, 83.02%)
R 14.64%
(13.12%, 16.30%) 		85.36%
(83.70%, 86.88%)
Gender
D - Male 18.34%
(15.78%, 21.20%) 		81.66%
(78.80%, 84.22%)
D - Female 19.22%
(16.98%, 21.70%) 		80.78%
(78.30%, 83.02%)
R - Male 13.22%
(11.26%, 15.48%) 		86.78%
(84.52%, 88.74%)
R - Female 16.22%
(13.92%, 18.84%) 		83.78%
(81.16%, 86.08%)
Age and Gender
D - Male - 18 to 34 26.18%
(20.68%, 32.56%) 		73.82%
(67.44%, 79.32%)
D - Male - 35 to 54 19.06%
(15.18%, 23.68%) 		80.94%
(76.32%, 84.82%)
D - Male - 55+ 11.32%
(8.50%, 14.92%) 		88.68%
(85.08%, 91.50%)
D - Female - 18 to 34 29.10%
(23.88%, 34.96%) 		70.90%
(65.04%, 76.12%)
D - Female - 35 to 54 20.38%
(16.86%, 24.42%) 		79.62%
(75.58%, 83.14%)
D - Female - 55+ 12.14%
(9.54%, 15.34%) 		87.86%
(84.66%, 90.46%)
R - Male - 18 to 34 16.66%
(11.96%, 22.70%) 		83.34%
(77.30%, 88.04%)
R - Male - 35 to 54 16.94%
(13.30%, 21.34%) 		83.06%
(78.66%, 86.70%)
R - Male - 55+ 9.00%
(6.72%, 11.98%) 		91.00%
(88.02%, 93.28%)
R - Female - 18 to 34 20.90%
(14.76%, 28.74%) 		79.10%
(71.26%, 85.24%)
R - Female - 35 to 54 17.72%
(14.00%, 22.18%) 		82.28%
(77.82%, 86.00%)
R - Female - 55+ 13.18%
(10.12%, 17.02%) 		86.82%
(82.98%, 89.88%)
Race
D - White 20.00%
(17.60%, 22.64%) 		80.00%
(77.36%, 82.40%)
D - Non-white 17.34%
(14.72%, 20.30%) 		82.66%
(79.70%, 85.28%)
R - White 14.24%
(12.60%, 16.02%) 		85.76%
(83.98%, 87.40%)
R - Non-white 16.54%
(12.68%, 21.30%) 		83.46%
(78.70%, 87.32%)
Education
D - College Grad 15.90%
(13.92%, 18.10%) 		84.10%
(81.90%, 86.08%)
D - Not college grad 21.12%
(18.44%, 24.10%) 		78.88%
(75.90%, 81.56%)
R - College Grad 10.42%
(8.28%, 13.06%) 		89.58%
(86.94%, 91.72%)
R - Not college grad 16.14%
(14.06%, 18.46%) 		83.86%
(81.54%, 85.94%)

Climate change

anes %>% tabtemplate1(V201401, "Government action about rising temperature")
Government action about rising temperature
Count Pct
-Refused 73 0.88%
-Don’t know 16 0.20%
Should be doing more 4,697 56.72%
Should be doing less 782 9.44%
Is currently doing the right amount 2,712 32.76%
Government action about rising temperature
D Voters R Voters
Should be doing more 84.9% 22.8%
Should be doing less 3.2% 17.6%
Is currently doing the right amount 11.8% 59.7%
Government action about rising temperature
Should be doing more Should be doing less Is currently doing the right amount
Vote Intent
D 84.94%
(83.42%, 86.34%) 		3.24%
(2.56%, 4.12%) 		11.82%
(10.46%, 13.32%)
R 22.78%
(20.74%, 24.96%) 		17.58%
(16.14%, 19.10%) 		59.66%
(57.44%, 61.82%)
Gender
D - Male 85.84%
(83.54%, 87.84%) 		3.04%
(2.16%, 4.28%) 		11.12%
(9.28%, 13.28%)
D - Female 84.18%
(82.06%, 86.10%) 		3.44%
(2.52%, 4.68%) 		12.38%
(10.54%, 14.48%)
R - Male 22.54%
(19.66%, 25.68%) 		19.24%
(17.00%, 21.68%) 		58.22%
(54.90%, 61.50%)
R - Female 22.98%
(20.32%, 25.86%) 		15.60%
(13.60%, 17.82%) 		61.42%
(58.40%, 64.38%)
Age and Gender
D - Male - 18 to 34 81.64%
(75.94%, 86.24%) 		4.00%
(2.14%, 7.38%) 		14.36%
(10.08%, 20.06%)
D - Male - 35 to 54 84.30%
(79.98%, 87.84%) 		4.14%
(2.54%, 6.64%) 		11.58%
(8.48%, 15.60%)
D - Male - 55+ 90.92%
(88.18%, 93.08%) 		1.44%
(0.62%, 3.30%) 		7.64%
(5.70%, 10.16%)
D - Female - 18 to 34 84.22%
(79.08%, 88.28%) 		7.34%
(4.40%, 11.98%) 		8.44%
(5.88%, 12.00%)
D - Female - 35 to 54 81.56%
(77.26%, 85.20%) 		2.30%
(1.34%, 3.94%) 		16.14%
(12.62%, 20.38%)
D - Female - 55+ 86.42%
(82.96%, 89.26%) 		1.90%
(0.84%, 4.28%) 		11.68%
(9.14%, 14.80%)
R - Male - 18 to 34 33.96%
(27.48%, 41.12%) 		16.98%
(12.34%, 22.92%) 		49.06%
(41.64%, 56.52%)
R - Male - 35 to 54 21.14%
(16.60%, 26.52%) 		18.90%
(14.86%, 23.74%) 		59.94%
(53.80%, 65.80%)
R - Male - 55+ 18.62%
(15.22%, 22.58%) 		20.22%
(16.78%, 24.14%) 		61.16%
(56.48%, 65.64%)
R - Female - 18 to 34 31.06%
(24.10%, 38.98%) 		16.04%
(10.60%, 23.56%) 		52.90%
(44.90%, 60.76%)
R - Female - 35 to 54 22.74%
(18.08%, 28.18%) 		13.92%
(10.62%, 18.02%) 		63.36%
(57.76%, 68.62%)
R - Female - 55+ 19.48%
(16.28%, 23.16%) 		16.10%
(12.94%, 19.84%) 		64.42%
(60.08%, 68.52%)
Race
D - White 90.62%
(88.90%, 92.10%) 		1.74%
(1.08%, 2.78%) 		7.66%
(6.32%, 9.22%)
D - Non-white 77.86%
(75.22%, 80.30%) 		5.16%
(3.82%, 6.92%) 		16.98%
(14.72%, 19.50%)
R - White 20.08%
(18.02%, 22.30%) 		17.70%
(16.00%, 19.54%) 		62.22%
(59.96%, 64.42%)
R - Non-white 35.32%
(29.76%, 41.32%) 		16.06%
(12.00%, 21.16%) 		48.62%
(42.68%, 54.62%)
Education
D - College Grad 91.48%
(89.44%, 93.16%) 		1.28%
(0.70%, 2.28%) 		7.26%
(5.72%, 9.14%)
D - Not college grad 79.54%
(77.36%, 81.56%) 		4.90%
(3.80%, 6.32%) 		15.54%
(13.66%, 17.66%)
R - College Grad 22.76%
(19.70%, 26.16%) 		21.00%
(17.92%, 24.46%) 		56.24%
(52.52%, 59.86%)
R - Not college grad 22.68%
(20.04%, 25.54%) 		15.84%
(14.04%, 17.84%) 		61.48%
(58.70%, 64.16%) 
anes %>% tabtemplate1(V201402, "Government action about rising temperature - strength")
Government action about rising temperature - strength
Count Pct
-Refused 5 0.06%
-Inapplicable 2,801 33.82%
A great deal 3,493 42.18%
A moderate amount 1,596 19.28%
A little 385 4.66%
Government action about rising temperature - strength
D Voters R Voters
A great deal 72.3% 45.9%
A moderate amount 23.4% 42.2%
A little 4.2% 11.9%
Government action about rising temperature - strength
A great deal A moderate amount A little
Vote Intent
D 72.32%
(70.02%, 74.50%) 		23.44%
(21.46%, 25.54%) 		4.24%
(3.36%, 5.34%)
R 45.92%
(42.34%, 49.56%) 		42.18%
(38.30%, 46.16%) 		11.90%
(9.86%, 14.28%)
Gender
D - Male 73.12%
(70.00%, 76.04%) 		22.96%
(20.16%, 26.04%) 		3.92%
(2.92%, 5.26%)
D - Female 71.74%
(68.56%, 74.72%) 		23.80%
(21.06%, 26.78%) 		4.46%
(3.20%, 6.20%)
R - Male 47.14%
(41.96%, 52.38%) 		41.86%
(36.62%, 47.28%) 		11.00%
(8.28%, 14.48%)
R - Female 44.60%
(39.86%, 49.44%) 		42.86%
(37.72%, 48.16%) 		12.54%
(9.66%, 16.12%)
Age and Gender
D - Male - 18 to 34 68.58%
(62.04%, 74.46%) 		26.92%
(21.14%, 33.62%) 		4.50%
(2.52%, 7.88%)
D - Male - 35 to 54 72.80%
(67.16%, 77.80%) 		21.76%
(17.24%, 27.04%) 		5.44%
(3.40%, 8.60%)
D - Male - 55+ 77.02%
(72.32%, 81.14%) 		20.66%
(16.62%, 25.42%) 		2.30%
(1.30%, 4.06%)
D - Female - 18 to 34 74.06%
(67.38%, 79.78%) 		20.80%
(15.80%, 26.88%) 		5.14%
(2.48%, 10.38%)
D - Female - 35 to 54 65.76%
(60.76%, 70.42%) 		28.24%
(23.76%, 33.18%) 		6.00%
(3.80%, 9.38%)
D - Female - 55+ 74.76%
(69.98%, 79.00%) 		22.38%
(18.50%, 26.80%) 		2.86%
(1.66%, 4.92%)
R - Male - 18 to 34 44.50%
(33.34%, 56.24%) 		40.62%
(29.56%, 52.72%) 		14.88%
(8.58%, 24.56%)
R - Male - 35 to 54 48.16%
(39.40%, 57.04%) 		39.62%
(30.30%, 49.76%) 		12.22%
(8.24%, 17.72%)
R - Male - 55+ 47.92%
(39.72%, 56.24%) 		45.14%
(37.68%, 52.82%) 		6.94%
(3.78%, 12.40%)
R - Female - 18 to 34 48.08%
(34.96%, 61.46%) 		34.60%
(23.30%, 47.96%) 		17.32%
(9.76%, 28.86%)
R - Female - 35 to 54 34.20%
(26.20%, 43.20%) 		52.32%
(42.40%, 62.08%) 		13.48%
(8.66%, 20.40%)
R - Female - 55+ 48.80%
(40.68%, 56.98%) 		41.78%
(34.28%, 49.68%) 		9.42%
(6.02%, 14.46%)
Race
D - White 78.84%
(76.44%, 81.06%) 		18.26%
(16.18%, 20.56%) 		2.88%
(2.16%, 3.86%)
D - Non-white 63.38%
(59.22%, 67.36%) 		30.50%
(26.92%, 34.32%) 		6.12%
(4.30%, 8.64%)
R - White 45.12%
(41.08%, 49.20%) 		42.58%
(38.22%, 47.04%) 		12.32%
(9.82%, 15.34%)
R - Non-white 48.82%
(39.94%, 57.78%) 		40.96%
(32.24%, 50.28%) 		10.22%
(5.94%, 17.06%)
Education
D - College Grad 76.74%
(73.96%, 79.30%) 		18.58%
(16.46%, 20.90%) 		4.70%
(3.32%, 6.58%)
D - Not college grad 68.40%
(64.90%, 71.70%) 		27.74%
(24.58%, 31.16%) 		3.86%
(2.82%, 5.26%)
R - College Grad 42.52%
(36.60%, 48.68%) 		45.40%
(39.18%, 51.76%) 		12.08%
(9.10%, 15.86%)
R - Not college grad 47.18%
(43.14%, 51.24%) 		40.90%
(36.60%, 45.34%) 		11.94%
(9.28%, 15.22%)

Family and Same sex policy

anes %>% tabtemplate1(V201405x, "Require employers to offer paid leave to parents of new children")
Require employers to offer paid leave to parents of new children
Count Pct
-DK/RF in V201403 or V201404 36 0.44%
Favor a great deal 3,629 43.82%
Favor a moderate amount 1,851 22.36%
Favor a little 312 3.78%
Neither favor nor oppose 1,809 21.86%
Oppose a little 114 1.38%
Oppose a moderate amount 307 3.70%
Oppose a great deal 221 2.68%
Require employers to offer paid leave to parents of new children
D Voters R Voters
Favor a great deal 55.6% 29.2%
Favor a moderate amount 22.8% 23.3%
Favor a little 2.9% 5.2%
Neither favor nor oppose 15.2% 29.3%
Oppose a little 0.7% 2.0%
Oppose a moderate amount 2.0% 5.8%
Oppose a great deal 0.7% 5.3%
Require employers to offer paid leave to parents of new children
Favor a great deal Favor a moderate amount Favor a little Neither favor nor oppose Oppose a little Oppose a moderate amount Oppose a great deal
Vote Intent
D 55.64%
(53.32%, 57.92%) 		22.82%
(20.94%, 24.78%) 		2.94%
(2.30%, 3.74%) 		15.18%
(13.60%, 16.90%) 		0.74%
(0.50%, 1.14%) 		1.96%
(1.46%, 2.66%) 		0.72%
(0.44%, 1.18%)
R 29.22%
(27.14%, 31.38%) 		23.32%
(21.64%, 25.08%) 		5.18%
(4.26%, 6.28%) 		29.28%
(27.10%, 31.56%) 		1.96%
(1.44%, 2.66%) 		5.80%
(4.80%, 7.00%) 		5.26%
(4.30%, 6.42%)
Gender
D - Male 51.30%
(47.92%, 54.66%) 		23.54%
(20.56%, 26.82%) 		3.48%
(2.54%, 4.74%) 		18.34%
(15.40%, 21.68%) 		0.84%
(0.44%, 1.62%) 		1.98%
(1.36%, 2.86%) 		0.52%
(0.28%, 0.98%)
D - Female 59.24%
(56.46%, 61.96%) 		22.06%
(19.90%, 24.36%) 		2.52%
(1.84%, 3.48%) 		12.62%
(10.94%, 14.54%) 		0.68%
(0.38%, 1.18%) 		1.98%
(1.22%, 3.18%) 		0.90%
(0.46%, 1.74%)
R - Male 25.46%
(22.68%, 28.46%) 		22.98%
(20.72%, 25.42%) 		5.68%
(4.36%, 7.36%) 		29.24%
(26.54%, 32.10%) 		2.50%
(1.68%, 3.70%) 		6.44%
(5.14%, 8.04%) 		7.70%
(6.08%, 9.72%)
R - Female 33.30%
(30.34%, 36.40%) 		23.68%
(21.08%, 26.50%) 		4.62%
(3.46%, 6.18%) 		29.36%
(26.20%, 32.74%) 		1.40%
(0.80%, 2.42%) 		5.04%
(3.64%, 6.96%) 		2.58%
(1.88%, 3.52%)
Age and Gender
D - Male - 18 to 34 56.94%
(49.92%, 63.68%) 		20.06%
(14.82%, 26.56%) 		5.08%
(2.88%, 8.82%) 		13.96%
(9.34%, 20.34%) 		0.86%
(0.20%, 3.50%) 		3.10%
(1.56%, 6.02%) 		0.02%
(0.00%, 0.18%)
D - Male - 35 to 54 56.78%
(50.72%, 62.66%) 		20.70%
(16.20%, 26.06%) 		3.06%
(1.90%, 4.94%) 		16.92%
(12.62%, 22.34%) 		1.04%
(0.38%, 2.90%) 		0.70%
(0.18%, 2.48%) 		0.78%
(0.30%, 2.02%)
D - Male - 55+ 41.72%
(36.88%, 46.72%) 		28.80%
(24.74%, 33.24%) 		2.70%
(1.64%, 4.38%) 		22.96%
(18.60%, 28.00%) 		0.70%
(0.28%, 1.72%) 		2.42%
(1.62%, 3.62%) 		0.70%
(0.30%, 1.58%)
D - Female - 18 to 34 68.84%
(63.02%, 74.12%) 		18.20%
(14.16%, 23.06%) 		1.10%
(0.44%, 2.68%) 		7.16%
(4.68%, 10.82%) 		0.38%
(0.08%, 1.84%) 		2.84%
(1.26%, 6.28%) 		1.48%
(0.44%, 4.94%)
D - Female - 35 to 54 62.54%
(58.14%, 66.74%) 		20.02%
(16.14%, 24.54%) 		3.96%
(2.38%, 6.54%) 		10.88%
(8.38%, 14.00%) 		0.98%
(0.40%, 2.46%) 		1.22%
(0.60%, 2.52%) 		0.40%
(0.10%, 1.58%)
D - Female - 55+ 50.44%
(46.16%, 54.70%) 		25.94%
(22.32%, 29.92%) 		2.44%
(1.46%, 4.06%) 		17.48%
(14.56%, 20.84%) 		0.66%
(0.30%, 1.44%) 		2.08%
(0.98%, 4.34%) 		0.96%
(0.44%, 2.08%)
R - Male - 18 to 34 35.88%
(29.14%, 43.26%) 		25.32%
(19.46%, 32.22%) 		5.38%
(2.96%, 9.58%) 		24.14%
(17.72%, 31.98%) 		1.64%
(0.58%, 4.62%) 		6.38%
(3.18%, 12.38%) 		1.26%
(0.50%, 3.18%)
R - Male - 35 to 54 32.12%
(27.40%, 37.24%) 		21.46%
(17.44%, 26.10%) 		5.48%
(3.40%, 8.74%) 		26.24%
(21.76%, 31.28%) 		2.22%
(1.08%, 4.52%) 		5.58%
(3.46%, 8.90%) 		6.88%
(4.68%, 10.00%)
R - Male - 55+ 16.10%
(12.82%, 20.00%) 		23.70%
(20.50%, 27.22%) 		6.02%
(3.90%, 9.20%) 		33.60%
(29.82%, 37.62%) 		2.70%
(1.68%, 4.26%) 		6.86%
(5.32%, 8.82%) 		11.02%
(8.12%, 14.80%)
R - Female - 18 to 34 40.16%
(32.62%, 48.20%) 		26.36%
(19.56%, 34.52%) 		2.58%
(0.66%, 9.60%) 		24.90%
(17.40%, 34.28%) 		1.36%
(0.20%, 9.14%) 		2.98%
(1.22%, 7.12%) 		1.66%
(0.46%, 5.84%)
R - Female - 35 to 54 40.26%
(35.20%, 45.54%) 		24.64%
(19.62%, 30.48%) 		3.76%
(2.38%, 5.90%) 		23.06%
(18.32%, 28.62%) 		0.64%
(0.24%, 1.72%) 		5.52%
(3.02%, 9.86%) 		2.10%
(0.96%, 4.58%)
R - Female - 55+ 26.14%
(22.10%, 30.60%) 		23.08%
(19.40%, 27.20%) 		5.60%
(3.82%, 8.10%) 		35.54%
(31.68%, 39.60%) 		1.92%
(1.08%, 3.38%) 		4.46%
(3.02%, 6.54%) 		3.28%
(2.34%, 4.54%)
Race
D - White 53.56%
(50.68%, 56.40%) 		25.76%
(23.40%, 28.28%) 		3.38%
(2.60%, 4.38%) 		14.28%
(12.36%, 16.44%) 		0.92%
(0.54%, 1.56%) 		1.42%
(0.92%, 2.18%) 		0.70%
(0.42%, 1.14%)
D - Non-white 58.16%
(54.50%, 61.74%) 		19.10%
(16.70%, 21.74%) 		2.42%
(1.60%, 3.66%) 		16.30%
(13.78%, 19.20%) 		0.56%
(0.26%, 1.14%) 		2.68%
(1.74%, 4.08%) 		0.78%
(0.32%, 1.82%)
R - White 27.46%
(25.24%, 29.80%) 		24.44%
(22.54%, 26.44%) 		5.56%
(4.48%, 6.90%) 		29.10%
(26.82%, 31.48%) 		2.22%
(1.58%, 3.08%) 		5.98%
(4.92%, 7.24%) 		5.24%
(4.22%, 6.50%)
R - Non-white 37.36%
(31.82%, 43.26%) 		18.64%
(14.62%, 23.44%) 		3.44%
(2.12%, 5.54%) 		29.88%
(24.44%, 35.96%) 		0.66%
(0.24%, 1.78%) 		5.16%
(2.94%, 8.92%) 		4.86%
(3.04%, 7.72%)
Education
D - College Grad 57.86%
(54.74%, 60.92%) 		24.14%
(21.44%, 27.06%) 		3.42%
(2.56%, 4.54%) 		11.96%
(10.00%, 14.26%) 		0.44%
(0.24%, 0.80%) 		1.30%
(0.74%, 2.30%) 		0.86%
(0.52%, 1.48%)
D - Not college grad 53.66%
(50.42%, 56.88%) 		21.76%
(19.36%, 24.40%) 		2.58%
(1.76%, 3.76%) 		17.80%
(15.46%, 20.42%) 		1.02%
(0.60%, 1.74%) 		2.54%
(1.80%, 3.62%) 		0.62%
(0.28%, 1.42%)
R - College Grad 26.84%
(23.94%, 29.96%) 		26.22%
(22.88%, 29.84%) 		5.44%
(3.78%, 7.74%) 		25.88%
(22.78%, 29.24%) 		2.34%
(1.54%, 3.52%) 		6.22%
(4.68%, 8.22%) 		7.08%
(5.44%, 9.14%)
R - Not college grad 30.26%
(27.62%, 33.04%) 		22.12%
(20.08%, 24.32%) 		5.08%
(3.96%, 6.48%) 		30.72%
(27.98%, 33.60%) 		1.84%
(1.16%, 2.88%) 		5.60%
(4.38%, 7.12%) 		4.38%
(3.26%, 5.86%) 
anes %>% tabtemplate1(V201408x, "Services to same sex couples")
Services to same sex couples
Count Pct
-DK/RF in V201406 or V201408 100 1.20%
Feels very strongly should be allowed to refuse services 2,132 25.74%
Feels moderately strongly should be allowed to refuse services 1,283 15.50%
Feels a little strongly should be allowed to refuse services 680 8.22%
Feels a little strongly should be required to provide services 459 5.54%
Feels moderately strongly should be required to provide services 1,336 16.14%
Feels very strongly should be required to provide services 2,290 27.66%
Services to same sex couples
D Voters R Voters
Feels very strongly should be allowed to refuse services 9.3% 48.3%
Feels moderately strongly should be allowed to refuse services 12.4% 19.7%
Feels a little strongly should be allowed to refuse services 8.8% 7.0%
Feels a little strongly should be required to provide services 5.8% 4.3%
Feels moderately strongly should be required to provide services 21.4% 9.4%
Feels very strongly should be required to provide services 42.3% 11.3%
Services to same sex couples
Feels very strongly should be allowed to refuse services Feels moderately strongly should be allowed to refuse services Feels a little strongly should be allowed to refuse services Feels a little strongly should be required to provide services Feels moderately strongly should be required to provide services Feels very strongly should be required to provide services
Vote Intent
D 9.30%
(8.04%, 10.74%) 		12.40%
(11.02%, 13.92%) 		8.78%
(7.54%, 10.22%) 		5.82%
(5.02%, 6.76%) 		21.36%
(19.42%, 23.42%) 		42.34%
(40.20%, 44.50%)
R 48.32%
(45.90%, 50.76%) 		19.70%
(17.88%, 21.66%) 		6.98%
(5.84%, 8.32%) 		4.30%
(3.40%, 5.46%) 		9.38%
(8.14%, 10.78%) 		11.30%
(9.86%, 12.94%)
Gender
D - Male 9.40%
(7.42%, 11.82%) 		12.00%
(10.28%, 13.94%) 		10.40%
(8.42%, 12.78%) 		8.32%
(6.84%, 10.12%) 		21.80%
(18.96%, 24.94%) 		38.08%
(34.82%, 41.46%)
D - Female 9.22%
(7.76%, 10.94%) 		12.62%
(10.78%, 14.68%) 		7.50%
(6.20%, 9.04%) 		3.74%
(2.90%, 4.78%) 		21.04%
(18.56%, 23.74%) 		45.90%
(43.34%, 48.48%)
R - Male 51.08%
(47.90%, 54.24%) 		19.96%
(17.66%, 22.50%) 		6.52%
(5.02%, 8.44%) 		4.30%
(3.06%, 6.02%) 		8.72%
(7.12%, 10.64%) 		9.42%
(7.62%, 11.58%)
R - Female 45.20%
(42.16%, 48.30%) 		19.46%
(16.96%, 22.26%) 		7.50%
(5.92%, 9.46%) 		4.34%
(3.16%, 5.96%) 		10.18%
(8.40%, 12.32%) 		13.30%
(11.20%, 15.72%)
Age and Gender
D - Male - 18 to 34 6.86%
(4.16%, 11.12%) 		12.38%
(9.30%, 16.28%) 		12.14%
(8.32%, 17.36%) 		10.54%
(6.88%, 15.80%) 		20.02%
(15.02%, 26.16%) 		38.08%
(31.34%, 45.30%)
D - Male - 35 to 54 10.26%
(7.40%, 14.06%) 		10.46%
(7.78%, 13.92%) 		13.34%
(9.68%, 18.10%) 		7.94%
(5.52%, 11.30%) 		20.30%
(15.78%, 25.72%) 		37.68%
(32.58%, 43.10%)
D - Male - 55+ 10.54%
(7.50%, 14.60%) 		12.50%
(9.70%, 15.94%) 		6.50%
(4.46%, 9.42%) 		6.80%
(4.68%, 9.80%) 		24.46%
(20.22%, 29.24%) 		39.20%
(34.32%, 44.30%)
D - Female - 18 to 34 6.50%
(4.16%, 10.02%) 		11.62%
(8.20%, 16.22%) 		8.26%
(5.74%, 11.74%) 		3.92%
(2.36%, 6.40%) 		20.06%
(16.06%, 24.74%) 		49.64%
(43.72%, 55.60%)
D - Female - 35 to 54 8.22%
(5.88%, 11.38%) 		12.32%
(9.44%, 15.92%) 		6.74%
(4.94%, 9.14%) 		5.08%
(3.64%, 7.04%) 		22.16%
(17.98%, 26.98%) 		45.48%
(40.54%, 50.52%)
D - Female - 55+ 11.54%
(9.14%, 14.46%) 		12.98%
(10.56%, 15.88%) 		7.64%
(5.82%, 9.98%) 		2.32%
(1.46%, 3.64%) 		21.14%
(17.56%, 25.24%) 		44.38%
(40.62%, 48.20%)
R - Male - 18 to 34 35.82%
(29.00%, 43.28%) 		23.26%
(17.32%, 30.50%) 		8.98%
(5.26%, 14.88%) 		7.50%
(4.32%, 12.70%) 		11.46%
(7.30%, 17.52%) 		12.98%
(8.40%, 19.54%)
R - Male - 35 to 54 49.86%
(44.98%, 54.72%) 		21.50%
(17.14%, 26.64%) 		7.40%
(4.78%, 11.26%) 		3.76%
(2.08%, 6.68%) 		8.68%
(6.10%, 12.20%) 		8.82%
(6.02%, 12.76%)
R - Male - 55+ 59.44%
(54.44%, 64.24%) 		16.78%
(13.98%, 19.98%) 		4.54%
(3.16%, 6.48%) 		3.12%
(1.62%, 5.96%) 		7.64%
(5.72%, 10.14%) 		8.48%
(6.04%, 11.78%)
R - Female - 18 to 34 27.88%
(20.50%, 36.70%) 		16.98%
(11.90%, 23.64%) 		10.34%
(5.86%, 17.60%) 		8.60%
(4.82%, 14.86%) 		16.76%
(11.88%, 23.12%) 		19.44%
(14.06%, 26.24%)
R - Female - 35 to 54 40.14%
(34.52%, 46.02%) 		17.66%
(13.16%, 23.30%) 		10.78%
(7.72%, 14.88%) 		4.58%
(2.76%, 7.50%) 		9.66%
(6.66%, 13.78%) 		17.18%
(13.24%, 21.98%)
R - Female - 55+ 54.98%
(50.50%, 59.40%) 		20.30%
(16.74%, 24.40%) 		4.44%
(2.78%, 7.04%) 		2.36%
(1.40%, 4.00%) 		8.84%
(6.62%, 11.74%) 		9.04%
(6.48%, 12.50%)
Race
D - White 6.88%
(5.58%, 8.48%) 		11.12%
(9.68%, 12.76%) 		10.84%
(9.28%, 12.64%) 		5.78%
(4.68%, 7.14%) 		19.70%
(17.42%, 22.20%) 		45.66%
(43.02%, 48.32%)
D - Non-white 12.30%
(10.12%, 14.86%) 		13.94%
(11.70%, 16.52%) 		6.34%
(4.80%, 8.30%) 		5.90%
(4.68%, 7.38%) 		23.56%
(20.20%, 27.28%) 		38.00%
(34.68%, 41.44%)
R - White 49.44%
(46.80%, 52.06%) 		19.52%
(17.60%, 21.62%) 		7.56%
(6.30%, 9.04%) 		4.32%
(3.30%, 5.64%) 		8.98%
(7.74%, 10.42%) 		10.18%
(8.70%, 11.88%)
R - Non-white 42.50%
(36.68%, 48.52%) 		20.74%
(16.40%, 25.84%) 		4.06%
(2.26%, 7.16%) 		4.42%
(2.72%, 7.14%) 		11.52%
(8.16%, 16.00%) 		16.76%
(12.68%, 21.86%)
Education
D - College Grad 5.90%
(4.78%, 7.26%) 		12.66%
(10.76%, 14.84%) 		11.00%
(9.22%, 13.06%) 		5.94%
(4.84%, 7.28%) 		21.28%
(19.00%, 23.74%) 		43.22%
(40.28%, 46.22%)
D - Not college grad 12.18%
(10.16%, 14.54%) 		12.44%
(10.50%, 14.70%) 		6.94%
(5.44%, 8.84%) 		5.54%
(4.40%, 6.92%) 		21.52%
(18.84%, 24.46%) 		41.36%
(38.46%, 44.34%)
R - College Grad 50.92%
(47.12%, 54.72%) 		21.70%
(18.98%, 24.66%) 		8.40%
(6.44%, 10.86%) 		3.80%
(2.46%, 5.82%) 		5.90%
(4.66%, 7.46%) 		9.28%
(7.02%, 12.14%)
R - Not college grad 46.74%
(43.86%, 49.66%) 		19.14%
(16.80%, 21.72%) 		6.54%
(5.24%, 8.12%) 		4.62%
(3.50%, 6.08%) 		10.84%
(9.14%, 12.80%) 		12.12%
(10.38%, 14.08%) 
anes %>% tabtemplate1(V201411x, "Transgender policy")
Transgender policy
Count Pct
-DK/RF in V201409 or V201410 272 3.28%
Feels very strongly transgender people should use bathroom of birth gender 2,513 30.36%
Feels moderately strongly transgender people should use bathroom of birth gen 900 10.88%
Feels a little strongly transgender people should use bathroom of birth gende 456 5.52%
Feels a little strongly transgender people be allowed to use bathroom of iden 834 10.06%
Feels moderately strongly transgender people be allowed to use bathroom of id 1,555 18.78%
Feels very strongly transgender people be allowed to use bathroom of identifi 1,751 21.14%
Transgender policy
D Voters R Voters
Feels very strongly transgender people should use bathroom of birth gender 13.0% 55.9%
Feels moderately strongly transgender people should use bathroom of birth gen 8.8% 14.3%
Feels a little strongly transgender people should use bathroom of birth gende 4.5% 6.6%
Feels a little strongly transgender people be allowed to use bathroom of iden 11.5% 7.4%
Feels moderately strongly transgender people be allowed to use bathroom of id 26.9% 9.4%
Feels very strongly transgender people be allowed to use bathroom of identifi 35.3% 6.5%
Transgender policy
Feels very strongly transgender people should use bathroom of birth gender Feels moderately strongly transgender people should use bathroom of birth gen Feels a little strongly transgender people should use bathroom of birth gende Feels a little strongly transgender people be allowed to use bathroom of iden Feels moderately strongly transgender people be allowed to use bathroom of id Feels very strongly transgender people be allowed to use bathroom of identifi
Vote Intent
D 13.02%
(11.68%, 14.50%) 		8.84%
(7.82%, 9.98%) 		4.46%
(3.72%, 5.32%) 		11.48%
(10.16%, 12.92%) 		26.88%
(24.96%, 28.88%) 		35.34%
(33.50%, 37.24%)
R 55.86%
(53.88%, 57.80%) 		14.26%
(12.84%, 15.82%) 		6.62%
(5.60%, 7.82%) 		7.42%
(6.20%, 8.82%) 		9.38%
(8.28%, 10.62%) 		6.48%
(5.34%, 7.82%)
Gender
D - Male 14.04%
(11.92%, 16.46%) 		9.24%
(7.70%, 11.06%) 		5.08%
(3.84%, 6.70%) 		14.14%
(11.86%, 16.78%) 		28.26%
(25.52%, 31.16%) 		29.24%
(26.58%, 32.06%)
D - Female 12.14%
(10.34%, 14.20%) 		8.48%
(6.86%, 10.42%) 		3.96%
(2.96%, 5.26%) 		9.28%
(7.88%, 10.90%) 		25.78%
(23.38%, 28.34%) 		40.36%
(37.72%, 43.06%)
R - Male 58.20%
(55.30%, 61.06%) 		13.66%
(11.64%, 15.96%) 		7.00%
(5.54%, 8.84%) 		7.98%
(6.30%, 10.06%) 		8.22%
(6.70%, 10.02%) 		4.94%
(3.74%, 6.52%)
R - Female 53.30%
(50.20%, 56.38%) 		14.94%
(12.66%, 17.54%) 		6.02%
(4.58%, 7.88%) 		6.86%
(5.36%, 8.74%) 		10.70%
(9.02%, 12.66%) 		8.16%
(6.34%, 10.46%)
Age and Gender
D - Male - 18 to 34 6.54%
(4.56%, 9.32%) 		6.94%
(4.10%, 11.50%) 		6.70%
(4.20%, 10.54%) 		20.78%
(15.50%, 27.28%) 		25.00%
(19.12%, 31.98%) 		34.04%
(28.04%, 40.60%)
D - Male - 35 to 54 17.62%
(14.00%, 21.92%) 		9.24%
(6.92%, 12.22%) 		4.48%
(2.66%, 7.48%) 		11.34%
(8.40%, 15.14%) 		25.20%
(21.58%, 29.20%) 		32.12%
(27.74%, 36.84%)
D - Male - 55+ 16.14%
(12.46%, 20.64%) 		11.12%
(8.46%, 14.48%) 		4.34%
(2.86%, 6.50%) 		11.28%
(8.34%, 15.08%) 		34.18%
(29.40%, 39.30%) 		22.96%
(18.70%, 27.82%)
D - Female - 18 to 34 8.46%
(5.62%, 12.56%) 		7.70%
(4.60%, 12.60%) 		4.50%
(2.58%, 7.78%) 		7.62%
(5.34%, 10.78%) 		19.40%
(14.78%, 25.04%) 		52.30%
(46.18%, 58.34%)
D - Female - 35 to 54 13.58%
(10.52%, 17.36%) 		9.88%
(7.32%, 13.22%) 		3.38%
(1.96%, 5.76%) 		11.74%
(8.94%, 15.26%) 		24.38%
(20.42%, 28.84%) 		37.02%
(32.22%, 42.10%)
D - Female - 55+ 13.68%
(10.86%, 17.12%) 		7.62%
(5.58%, 10.34%) 		3.92%
(2.48%, 6.14%) 		8.30%
(6.28%, 10.88%) 		31.06%
(26.78%, 35.68%) 		35.42%
(31.64%, 39.38%)
R - Male - 18 to 34 52.18%
(44.96%, 59.30%) 		13.38%
(8.88%, 19.64%) 		10.42%
(6.50%, 16.30%) 		12.08%
(7.48%, 18.96%) 		9.32%
(5.42%, 15.58%) 		2.62%
(1.28%, 5.34%)
R - Male - 35 to 54 58.22%
(52.58%, 63.64%) 		12.12%
(8.96%, 16.18%) 		7.92%
(5.34%, 11.60%) 		10.26%
(7.20%, 14.38%) 		6.18%
(3.98%, 9.50%) 		5.32%
(3.12%, 8.90%)
R - Male - 55+ 60.98%
(56.46%, 65.30%) 		14.68%
(11.76%, 18.18%) 		4.74%
(3.04%, 7.32%) 		4.74%
(2.96%, 7.50%) 		8.78%
(6.68%, 11.48%) 		6.10%
(3.96%, 9.24%)
R - Female - 18 to 34 45.46%
(37.24%, 53.94%) 		13.10%
(8.58%, 19.50%) 		11.56%
(7.30%, 17.82%) 		10.98%
(6.86%, 17.12%) 		8.76%
(5.60%, 13.44%) 		10.14%
(5.90%, 16.88%)
R - Female - 35 to 54 53.78%
(48.44%, 59.02%) 		16.14%
(12.36%, 20.80%) 		5.54%
(3.24%, 9.32%) 		5.50%
(3.54%, 8.46%) 		9.76%
(7.36%, 12.82%) 		9.28%
(6.16%, 13.76%)
R - Female - 55+ 57.38%
(53.00%, 61.64%) 		14.88%
(11.80%, 18.60%) 		4.40%
(2.70%, 7.10%) 		5.96%
(4.30%, 8.20%) 		10.80%
(8.72%, 13.28%) 		6.60%
(4.40%, 9.78%)
Race
D - White 7.00%
(5.66%, 8.62%) 		6.28%
(5.18%, 7.60%) 		4.14%
(3.24%, 5.28%) 		12.98%
(11.42%, 14.74%) 		26.42%
(24.28%, 28.70%) 		43.16%
(40.72%, 45.64%)
D - Non-white 20.24%
(17.62%, 23.14%) 		12.04%
(9.98%, 14.46%) 		4.88%
(3.64%, 6.52%) 		9.72%
(7.66%, 12.28%) 		27.36%
(24.06%, 30.94%) 		25.74%
(22.70%, 29.04%)
R - White 55.32%
(53.12%, 57.50%) 		15.06%
(13.38%, 16.90%) 		6.94%
(5.82%, 8.28%) 		7.80%
(6.58%, 9.24%) 		9.00%
(7.84%, 10.34%) 		5.88%
(4.76%, 7.22%)
R - Non-white 58.06%
(52.22%, 63.68%) 		11.16%
(8.22%, 15.00%) 		4.62%
(2.76%, 7.66%) 		5.90%
(3.48%, 9.84%) 		11.12%
(7.94%, 15.36%) 		9.14%
(6.10%, 13.46%)
Education
D - College Grad 7.38%
(5.86%, 9.26%) 		5.58%
(4.50%, 6.92%) 		4.26%
(3.24%, 5.58%) 		14.04%
(12.06%, 16.28%) 		26.72%
(24.18%, 29.42%) 		42.00%
(39.38%, 44.68%)
D - Not college grad 17.86%
(15.66%, 20.30%) 		11.34%
(9.68%, 13.22%) 		4.62%
(3.52%, 6.04%) 		9.40%
(7.76%, 11.38%) 		26.82%
(24.26%, 29.56%) 		29.96%
(27.28%, 32.76%)
R - College Grad 49.14%
(45.22%, 53.08%) 		15.68%
(13.24%, 18.48%) 		8.68%
(6.76%, 11.06%) 		10.86%
(8.38%, 13.98%) 		9.82%
(7.74%, 12.38%) 		5.82%
(3.90%, 8.62%)
R - Not college grad 58.66%
(55.86%, 61.40%) 		13.80%
(12.02%, 15.82%) 		5.56%
(4.46%, 6.90%) 		6.10%
(4.86%, 7.60%) 		9.32%
(7.98%, 10.88%) 		6.56%
(5.30%, 8.08%) 
anes %>% tabtemplate1(V201414x, "Favor/oppose laws protect gays lesbians against job discrimination")
Favor/oppose laws protect gays lesbians against job discrimination
Count Pct
-DK/RF in V201412 or V201413 106 1.28%
Favor strongly 5,807 70.14%
Favor not strongly 1,258 15.20%
Oppose not strongly 495 5.98%
Oppose strongly 614 7.42%
Favor/oppose laws protect gays lesbians against job discrimination
D Voters R Voters
Favor strongly 83.8% 55.7%
Favor not strongly 8.6% 24.3%
Oppose not strongly 3.6% 8.4%
Oppose strongly 4.0% 11.6%
Favor/oppose laws protect gays lesbians against job discrimination
Favor strongly Favor not strongly Oppose not strongly Oppose strongly
Vote Intent
D 83.76%
(81.96%, 85.44%) 		8.58%
(7.38%, 9.98%) 		3.60%
(2.84%, 4.56%) 		4.04%
(3.28%, 4.96%)
R 55.72%
(53.44%, 57.96%) 		24.28%
(22.42%, 26.24%) 		8.38%
(7.18%, 9.76%) 		11.62%
(10.32%, 13.08%)
Gender
D - Male 81.36%
(78.62%, 83.82%) 		11.00%
(9.00%, 13.40%) 		3.56%
(2.54%, 4.96%) 		4.08%
(2.88%, 5.72%)
D - Female 85.90%
(83.54%, 87.96%) 		6.56%
(5.14%, 8.34%) 		3.56%
(2.50%, 5.10%) 		3.98%
(3.10%, 5.06%)
R - Male 53.14%
(50.14%, 56.10%) 		25.26%
(22.80%, 27.90%) 		8.96%
(7.34%, 10.92%) 		12.64%
(10.72%, 14.82%)
R - Female 58.60%
(55.26%, 61.84%) 		23.22%
(20.76%, 25.88%) 		7.70%
(6.04%, 9.76%) 		10.48%
(8.70%, 12.58%)
Age and Gender
D - Male - 18 to 34 77.26%
(70.34%, 82.96%) 		12.38%
(8.30%, 18.06%) 		5.82%
(3.50%, 9.50%) 		4.54%
(2.28%, 8.88%)
D - Male - 35 to 54 82.14%
(77.94%, 85.68%) 		9.22%
(6.72%, 12.50%) 		3.62%
(1.98%, 6.52%) 		5.02%
(2.98%, 8.32%)
D - Male - 55+ 84.12%
(80.44%, 87.22%) 		11.42%
(8.28%, 15.54%) 		1.90%
(0.96%, 3.72%) 		2.58%
(1.34%, 4.92%)
D - Female - 18 to 34 87.98%
(82.76%, 91.78%) 		3.34%
(1.86%, 5.96%) 		5.52%
(2.92%, 10.22%) 		3.14%
(1.68%, 5.74%)
D - Female - 35 to 54 87.46%
(83.70%, 90.44%) 		5.86%
(4.08%, 8.36%) 		2.76%
(1.66%, 4.56%) 		3.92%
(2.44%, 6.26%)
D - Female - 55+ 83.54%
(79.10%, 87.18%) 		9.06%
(6.28%, 12.90%) 		2.80%
(1.46%, 5.32%) 		4.62%
(3.20%, 6.64%)
R - Male - 18 to 34 55.38%
(47.92%, 62.60%) 		28.24%
(22.34%, 35.00%) 		9.96%
(6.18%, 15.70%) 		6.42%
(3.52%, 11.42%)
R - Male - 35 to 54 57.14%
(51.08%, 63.00%) 		20.62%
(16.42%, 25.58%) 		9.46%
(6.56%, 13.46%) 		12.78%
(9.06%, 17.72%)
R - Male - 55+ 48.46%
(44.24%, 52.72%) 		27.56%
(23.58%, 31.94%) 		8.42%
(6.56%, 10.74%) 		15.56%
(12.76%, 18.84%)
R - Female - 18 to 34 64.02%
(54.76%, 72.34%) 		18.70%
(12.52%, 26.98%) 		6.92%
(3.90%, 12.02%) 		10.36%
(6.04%, 17.22%)
R - Female - 35 to 54 61.16%
(54.98%, 67.02%) 		20.32%
(16.30%, 25.04%) 		8.74%
(5.56%, 13.50%) 		9.76%
(6.96%, 13.54%)
R - Female - 55+ 55.24%
(50.88%, 59.54%) 		27.88%
(23.84%, 32.32%) 		6.70%
(5.06%, 8.80%) 		10.18%
(7.88%, 13.04%)
Race
D - White 89.00%
(87.26%, 90.52%) 		6.78%
(5.40%, 8.46%) 		1.60%
(1.08%, 2.36%) 		2.64%
(1.84%, 3.74%)
D - Non-white 77.32%
(74.22%, 80.16%) 		10.88%
(8.94%, 13.18%) 		6.08%
(4.60%, 7.98%) 		5.70%
(4.46%, 7.26%)
R - White 54.16%
(51.72%, 56.58%) 		25.42%
(23.30%, 27.66%) 		8.32%
(7.08%, 9.76%) 		12.12%
(10.58%, 13.84%)
R - Non-white 62.90%
(57.14%, 68.32%) 		19.04%
(14.76%, 24.20%) 		8.62%
(5.58%, 13.10%) 		9.44%
(6.76%, 13.00%)
Education
D - College Grad 89.74%
(87.78%, 91.42%) 		6.44%
(5.20%, 7.98%) 		2.02%
(1.32%, 3.04%) 		1.78%
(1.26%, 2.56%)
D - Not college grad 79.12%
(76.50%, 81.52%) 		10.32%
(8.56%, 12.42%) 		4.94%
(3.72%, 6.56%) 		5.60%
(4.36%, 7.16%)
R - College Grad 59.96%
(56.16%, 63.64%) 		23.62%
(20.80%, 26.70%) 		6.44%
(4.98%, 8.28%) 		9.98%
(7.90%, 12.52%)
R - Not college grad 53.56%
(50.74%, 56.36%) 		24.86%
(22.64%, 27.22%) 		9.22%
(7.72%, 10.98%) 		12.36%
(10.54%, 14.42%) 
anes %>% tabtemplate1(V201415, "Should gay and lesbian couples be allowed to adopt")
Should gay and lesbian couples be allowed to adopt
Count Pct
-Refused 92 1.10%
-Don’t know 18 0.22%
Yes 6,522 78.76%
No 1,648 19.90%
Should gay and lesbian couples be allowed to adopt
D Voters R Voters
Yes 90.1% 66.1%
No 9.9% 33.9%
Should gay and lesbian couples be allowed to adopt
Yes No
Vote Intent
D 90.14%
(88.72%, 91.38%) 		9.86%
(8.62%, 11.28%)
R 66.14%
(64.04%, 68.18%) 		33.86%
(31.82%, 35.96%)
Gender
D - Male 88.26%
(85.90%, 90.26%) 		11.74%
(9.74%, 14.10%)
D - Female 91.76%
(89.96%, 93.28%) 		8.24%
(6.72%, 10.04%)
R - Male 63.64%
(60.46%, 66.70%) 		36.36%
(33.30%, 39.54%)
R - Female 69.00%
(65.94%, 71.90%) 		31.00%
(28.10%, 34.06%)
Age and Gender
D - Male - 18 to 34 91.06%
(87.08%, 93.90%) 		8.94%
(6.10%, 12.92%)
D - Male - 35 to 54 88.26%
(83.80%, 91.62%) 		11.74%
(8.38%, 16.20%)
D - Male - 55+ 86.74%
(82.40%, 90.14%) 		13.26%
(9.86%, 17.60%)
D - Female - 18 to 34 93.16%
(88.82%, 95.90%) 		6.84%
(4.10%, 11.18%)
D - Female - 35 to 54 92.16%
(89.06%, 94.44%) 		7.84%
(5.56%, 10.94%)
D - Female - 55+ 90.44%
(87.50%, 92.76%) 		9.56%
(7.24%, 12.50%)
R - Male - 18 to 34 78.20%
(70.92%, 84.06%) 		21.80%
(15.94%, 29.08%)
R - Male - 35 to 54 65.06%
(59.98%, 69.84%) 		34.94%
(30.16%, 40.02%)
R - Male - 55+ 55.94%
(51.20%, 60.56%) 		44.06%
(39.44%, 48.80%)
R - Female - 18 to 34 77.14%
(69.14%, 83.54%) 		22.86%
(16.46%, 30.86%)
R - Female - 35 to 54 74.00%
(68.60%, 78.76%) 		26.00%
(21.24%, 31.40%)
R - Female - 55+ 62.68%
(58.46%, 66.74%) 		37.32%
(33.26%, 41.54%)
Race
D - White 96.64%
(95.58%, 97.46%) 		3.36%
(2.54%, 4.42%)
D - Non-white 82.30%
(79.44%, 84.84%) 		17.70%
(15.16%, 20.56%)
R - White 67.06%
(64.72%, 69.32%) 		32.94%
(30.68%, 35.28%)
R - Non-white 62.14%
(56.64%, 67.34%) 		37.86%
(32.66%, 43.36%)
Education
D - College Grad 95.00%
(93.60%, 96.10%) 		5.00%
(3.90%, 6.40%)
D - Not college grad 86.10%
(83.86%, 88.10%) 		13.90%
(11.90%, 16.14%)
R - College Grad 69.78%
(65.80%, 73.50%) 		30.22%
(26.50%, 34.20%)
R - Not college grad 64.58%
(61.98%, 67.12%) 		35.42%
(32.88%, 38.02%) 
anes %>% tabtemplate1(V201416, "Position on gay marriage")
Position on gay marriage
Count Pct
-Refused 99 1.20%
-Don’t know 1 0.00%
Gay and lesbian couples should be allowed to legally marry 5,552 67.06%
Gay and lesbian couples should be allowed to form civil unions but not legall 1,501 18.12%
There should be no legal recognition of gay or lesbian couples’ relationship 1,127 13.62%
Position on gay marriage
D Voters R Voters
Gay and lesbian couples should be allowed to legally marry 83.5% 47.9%
Gay and lesbian couples should be allowed to form civil unions but not legall 9.9% 29.2%
There should be no legal recognition of gay or lesbian couples’ relationship 6.6% 22.9%
Position on gay marriage
Gay and lesbian couples should be allowed to legally marry Gay and lesbian couples should be allowed to form civil unions but not legall There should be no legal recognition of gay or lesbian couples’ relationship
Vote Intent
D 83.48%
(81.86%, 85.00%) 		9.94%
(8.74%, 11.28%) 		6.58%
(5.48%, 7.88%)
R 47.92%
(45.62%, 50.22%) 		29.20%
(27.32%, 31.14%) 		22.88%
(21.04%, 24.84%)
Gender
D - Male 82.66%
(80.02%, 85.02%) 		10.58%
(8.82%, 12.64%) 		6.76%
(5.16%, 8.80%)
D - Female 84.26%
(82.22%, 86.12%) 		9.36%
(7.90%, 11.06%) 		6.38%
(5.08%, 7.96%)
R - Male 47.74%
(44.56%, 50.94%) 		30.24%
(27.44%, 33.18%) 		22.02%
(19.74%, 24.50%)
R - Female 48.14%
(44.72%, 51.56%) 		28.16%
(25.38%, 31.12%) 		23.70%
(20.94%, 26.72%)
Age and Gender
D - Male - 18 to 34 89.04%
(84.92%, 92.14%) 		5.86%
(3.62%, 9.36%) 		5.10%
(2.78%, 9.16%)
D - Male - 35 to 54 83.76%
(78.76%, 87.78%) 		8.08%
(5.46%, 11.80%) 		8.16%
(5.36%, 12.20%)
D - Male - 55+ 76.86%
(72.40%, 80.78%) 		16.84%
(13.36%, 21.02%) 		6.30%
(4.18%, 9.40%)
D - Female - 18 to 34 89.70%
(84.88%, 93.12%) 		7.24%
(4.32%, 11.90%) 		3.04%
(1.70%, 5.40%)
D - Female - 35 to 54 85.56%
(82.00%, 88.50%) 		7.26%
(5.24%, 9.98%) 		7.18%
(5.12%, 10.00%)
D - Female - 55+ 80.22%
(76.78%, 83.28%) 		12.14%
(9.88%, 14.86%) 		7.64%
(5.50%, 10.50%)
R - Male - 18 to 34 64.42%
(56.88%, 71.32%) 		20.10%
(14.78%, 26.76%) 		15.46%
(10.86%, 21.56%)
R - Male - 35 to 54 51.82%
(46.20%, 57.42%) 		27.90%
(23.18%, 33.14%) 		20.28%
(16.06%, 25.26%)
R - Male - 55+ 37.36%
(33.92%, 40.92%) 		36.22%
(32.56%, 40.02%) 		26.44%
(23.30%, 29.82%)
R - Female - 18 to 34 63.86%
(56.40%, 70.72%) 		20.06%
(14.82%, 26.60%) 		16.06%
(10.48%, 23.84%)
R - Female - 35 to 54 52.74%
(46.34%, 59.06%) 		25.92%
(21.04%, 31.46%) 		21.34%
(16.82%, 26.70%)
R - Female - 55+ 38.78%
(34.46%, 43.26%) 		33.32%
(28.92%, 38.06%) 		27.90%
(24.42%, 31.66%)
Race
D - White 91.56%
(90.24%, 92.72%) 		6.54%
(5.54%, 7.74%) 		1.90%
(1.34%, 2.66%)
D - Non-white 73.60%
(70.50%, 76.50%) 		14.16%
(11.92%, 16.76%) 		12.22%
(10.02%, 14.86%)
R - White 47.62%
(45.06%, 50.18%) 		29.20%
(27.18%, 31.32%) 		23.18%
(21.12%, 25.38%)
R - Non-white 49.12%
(43.10%, 55.18%) 		29.26%
(24.20%, 34.88%) 		21.62%
(17.46%, 26.44%)
Education
D - College Grad 89.48%
(87.68%, 91.06%) 		7.44%
(6.18%, 8.94%) 		3.08%
(2.22%, 4.24%)
D - Not college grad 78.56%
(76.12%, 80.80%) 		11.98%
(10.16%, 14.06%) 		9.46%
(7.74%, 11.54%)
R - College Grad 48.04%
(44.02%, 52.08%) 		34.40%
(30.98%, 37.98%) 		17.56%
(14.92%, 20.54%)
R - Not college grad 47.72%
(44.84%, 50.60%) 		27.08%
(24.74%, 29.56%) 		25.22%
(22.76%, 27.82%)

Immigration policy

anes %>% tabtemplate1(V201417, "US government policy toward unauthorized immigrants")
US government policy toward unauthorized immigrants
Count Pct
-Refused 65 0.80%
-Don’t know 6 0.06%
Make all unauthorized immigrants felons and send them back to their home coun 1,107 13.38%
Have a guest worker program that allows unauthorized immigrants to remain in 1,171 14.14%
Allow unauthorized immigrants to remain in US & eventually qualify for citize 4,516 54.54%
Allow unauthorized immigrants to remain in US & eventually qualify for citize 1,415 17.08%
US government policy toward unauthorized immigrants
D Voters R Voters
Make all unauthorized immigrants felons and send them back to their home coun 3.9% 26.6%
Have a guest worker program that allows unauthorized immigrants to remain in 9.1% 20.2%
Allow unauthorized immigrants to remain in US & eventually qualify for citize 59.7% 49.6%
Allow unauthorized immigrants to remain in US & eventually qualify for citize 27.4% 3.7%
US government policy toward unauthorized immigrants
Make all unauthorized immigrants felons and send them back to their home coun Have a guest worker program that allows unauthorized immigrants to remain in Allow unauthorized immigrants to remain in US & eventually qualify for citize
Vote Intent
D 3.90%
(3.12%, 4.86%) 		9.06%
(7.96%, 10.30%) 		59.66%
(57.40%, 61.88%), 27.38%
(25.46%, 29.38%)
R 26.56%
(24.68%, 28.52%) 		20.16%
(18.26%, 22.20%) 		49.62%
(47.60%, 51.64%), 3.66%
(2.86%, 4.68%)
Gender
D - Male 4.38%
(3.22%, 5.92%) 		9.68%
(7.86%, 11.88%) 		61.20%
(58.06%, 64.28%), 24.72%
(22.30%, 27.32%)
D - Female 3.48%
(2.58%, 4.68%) 		8.56%
(7.20%, 10.16%) 		58.48%
(55.58%, 61.32%), 29.48%
(26.88%, 32.22%)
R - Male 26.98%
(24.38%, 29.74%) 		22.32%
(19.62%, 25.28%) 		47.08%
(43.84%, 50.34%), 3.64%
(2.48%, 5.32%)
R - Female 26.00%
(23.38%, 28.82%) 		17.86%
(15.44%, 20.56%) 		52.42%
(49.24%, 55.56%), 3.72%
(2.68%, 5.16%)
Age and Gender
D - Male - 18 to 34 3.52%
(1.64%, 7.34%) 		9.40%
(5.58%, 15.44%) 		58.76%
(52.02%, 65.18%), 28.32%
(23.20%, 34.08%)
D - Male - 35 to 54 3.60%
(2.16%, 5.94%) 		9.50%
(7.00%, 12.74%) 		63.70%
(58.34%, 68.76%), 23.20%
(18.86%, 28.18%)
D - Male - 55+ 5.28%
(3.52%, 7.88%) 		9.72%
(7.20%, 12.98%) 		61.22%
(55.48%, 66.66%), 23.78%
(19.64%, 28.48%)
D - Female - 18 to 34 2.34%
(1.00%, 5.36%) 		7.42%
(4.80%, 11.32%) 		52.06%
(46.02%, 58.04%), 38.16%
(32.18%, 44.54%)
D - Female - 35 to 54 5.10%
(3.14%, 8.18%) 		9.62%
(7.32%, 12.54%) 		57.72%
(52.98%, 62.30%), 27.56%
(23.12%, 32.50%)
D - Female - 55+ 2.98%
(1.90%, 4.64%) 		8.76%
(6.70%, 11.38%) 		62.92%
(59.02%, 66.66%), 25.34%
(22.06%, 28.92%)
R - Male - 18 to 34 27.98%
(21.44%, 35.60%) 		17.04%
(12.20%, 23.32%) 		48.46%
(41.24%, 55.74%), 6.52%
(3.26%, 12.62%)
R - Male - 35 to 54 29.04%
(24.20%, 34.40%) 		20.34%
(16.12%, 25.30%) 		47.22%
(41.18%, 53.36%), 3.40%
(1.70%, 6.66%)
R - Male - 55+ 25.44%
(21.94%, 29.30%) 		25.56%
(21.46%, 30.12%) 		46.36%
(41.58%, 51.20%), 2.64%
(1.60%, 4.32%)
R - Female - 18 to 34 29.06%
(21.78%, 37.62%) 		17.80%
(12.56%, 24.58%) 		50.50%
(42.36%, 58.60%), 2.64%
(1.04%, 6.52%)
R - Female - 35 to 54 26.16%
(21.86%, 30.96%) 		17.12%
(13.34%, 21.70%) 		52.78%
(47.44%, 58.06%), 3.94%
(2.40%, 6.42%)
R - Female - 55+ 25.54%
(21.62%, 29.90%) 		17.16%
(14.18%, 20.64%) 		53.10%
(48.86%, 57.28%), 4.20%
(2.70%, 6.46%)
Race
D - White 2.30%
(1.66%, 3.18%) 		8.30%
(6.90%, 9.94%) 		59.42%
(56.72%, 62.04%), 30.00%
(27.64%, 32.46%)
D - Non-white 5.80%
(4.34%, 7.70%) 		10.08%
(8.30%, 12.18%) 		59.76%
(55.66%, 63.74%), 24.36%
(21.30%, 27.72%)
R - White 27.06%
(25.00%, 29.20%) 		20.50%
(18.48%, 22.68%) 		50.02%
(47.74%, 52.30%), 2.42%
(1.78%, 3.28%)
R - Non-white 24.08%
(19.42%, 29.44%) 		18.46%
(14.60%, 23.04%) 		48.54%
(43.04%, 54.06%), 8.92%
(6.02%, 13.04%)
Education
D - College Grad 2.04%
(1.38%, 3.02%) 		7.08%
(5.70%, 8.74%) 		59.34%
(56.78%, 61.86%), 31.54%
(29.12%, 34.08%)
D - Not college grad 5.50%
(4.28%, 7.04%) 		10.84%
(9.20%, 12.76%) 		59.42%
(56.08%, 62.68%), 24.22%
(21.44%, 27.24%)
R - College Grad 20.50%
(17.70%, 23.62%) 		24.08%
(21.16%, 27.26%) 		52.44%
(48.88%, 55.98%), 2.98%
(1.80%, 4.86%)
R - Not college grad 29.32%
(26.98%, 31.78%) 		18.62%
(16.38%, 21.08%) 		48.00%
(45.24%, 50.78%), 4.04%
(3.08%, 5.30%) 
anes %>% tabtemplate1(V201420x, "Favor or oppose ending birthright citizenship")
Favor or oppose ending birthright citizenship
Count Pct
-DK/RF in V201418 or V201419 50 0.60%
Favor a great deal 1,205 14.56%
Favor a moderate amount 772 9.32%
Favor a little 194 2.34%
Neither favor nor oppose 2,330 28.14%
Oppose a little 268 3.24%
Oppose a moderate amount 1,048 12.66%
Oppose a great deal 2,412 29.14%
Favor or oppose ending birthright citizenship
D Voters R Voters
Favor a great deal 5.7% 27.3%
Favor a moderate amount 6.7% 13.7%
Favor a little 1.4% 3.1%
Neither favor nor oppose 22.6% 32.5%
Oppose a little 3.2% 3.1%
Oppose a moderate amount 16.1% 8.6%
Oppose a great deal 44.4% 11.6%
Favor or oppose ending birthright citizenship
Favor a great deal Favor a moderate amount Favor a little Neither favor nor oppose Oppose a little Oppose a moderate amount Oppose a great deal
Vote Intent
D 5.72%
(4.80%, 6.82%) 		6.70%
(5.66%, 7.92%) 		1.40%
(1.04%, 1.88%) 		22.58%
(20.82%, 24.46%) 		3.16%
(2.54%, 3.92%) 		16.08%
(14.60%, 17.66%) 		44.36%
(42.24%, 46.48%)
R 27.34%
(25.30%, 29.48%) 		13.72%
(12.36%, 15.20%) 		3.08%
(2.38%, 3.98%) 		32.54%
(30.60%, 34.54%) 		3.12%
(2.42%, 4.02%) 		8.58%
(7.44%, 9.86%) 		11.62%
(10.20%, 13.24%)
Gender
D - Male 5.66%
(4.38%, 7.28%) 		7.56%
(5.76%, 9.86%) 		1.26%
(0.84%, 1.92%) 		21.70%
(19.02%, 24.64%) 		3.88%
(2.80%, 5.36%) 		16.18%
(14.04%, 18.60%) 		43.74%
(40.48%, 47.04%)
D - Female 5.76%
(4.46%, 7.44%) 		5.96%
(4.70%, 7.54%) 		1.54%
(1.06%, 2.18%) 		23.30%
(21.04%, 25.72%) 		2.52%
(1.86%, 3.38%) 		15.96%
(14.04%, 18.10%) 		44.96%
(42.30%, 47.64%)
R - Male 29.84%
(26.94%, 32.94%) 		13.82%
(11.96%, 15.90%) 		3.18%
(2.22%, 4.54%) 		29.90%
(27.46%, 32.46%) 		3.54%
(2.42%, 5.12%) 		7.48%
(5.96%, 9.36%) 		12.26%
(10.28%, 14.54%)
R - Female 24.52%
(21.78%, 27.50%) 		13.52%
(11.22%, 16.20%) 		3.00%
(2.08%, 4.34%) 		35.36%
(32.44%, 38.42%) 		2.72%
(1.88%, 3.92%) 		9.80%
(8.20%, 11.70%) 		11.06%
(9.04%, 13.46%)
Age and Gender
D - Male - 18 to 34 2.76%
(1.42%, 5.28%) 		6.46%
(3.58%, 11.38%) 		0.86%
(0.30%, 2.52%) 		23.42%
(17.68%, 30.34%) 		5.18%
(2.86%, 9.24%) 		15.56%
(10.96%, 21.60%) 		45.76%
(38.76%, 52.92%)
D - Male - 35 to 54 7.06%
(4.68%, 10.52%) 		7.12%
(4.26%, 11.68%) 		2.16%
(1.24%, 3.74%) 		25.24%
(20.50%, 30.66%) 		4.08%
(2.50%, 6.56%) 		15.20%
(12.30%, 18.64%) 		39.14%
(34.04%, 44.48%)
D - Male - 55+ 6.70%
(4.76%, 9.32%) 		9.12%
(6.24%, 13.14%) 		0.60%
(0.24%, 1.50%) 		16.96%
(13.72%, 20.78%) 		2.68%
(1.60%, 4.42%) 		17.62%
(14.52%, 21.22%) 		46.34%
(41.02%, 51.74%)
D - Female - 18 to 34 4.58%
(2.28%, 8.94%) 		4.12%
(2.20%, 7.60%) 		0.98%
(0.44%, 2.20%) 		19.84%
(15.84%, 24.56%) 		1.48%
(0.76%, 2.86%) 		12.84%
(9.42%, 17.28%) 		56.16%
(50.78%, 61.42%)
D - Female - 35 to 54 5.62%
(3.62%, 8.64%) 		7.32%
(4.88%, 10.84%) 		2.28%
(1.36%, 3.82%) 		21.98%
(18.16%, 26.38%) 		4.34%
(2.78%, 6.76%) 		18.86%
(15.06%, 23.34%) 		39.58%
(34.42%, 45.00%)
D - Female - 55+ 6.50%
(4.52%, 9.28%) 		6.08%
(4.46%, 8.24%) 		1.28%
(0.60%, 2.74%) 		25.88%
(22.28%, 29.82%) 		1.94%
(1.26%, 2.98%) 		16.08%
(13.50%, 19.02%) 		42.26%
(38.58%, 46.02%)
R - Male - 18 to 34 16.14%
(10.96%, 23.16%) 		16.94%
(11.86%, 23.60%) 		4.16%
(2.10%, 8.08%) 		37.18%
(29.82%, 45.18%) 		5.36%
(2.94%, 9.56%) 		9.48%
(6.16%, 14.32%) 		10.76%
(7.18%, 15.82%)
R - Male - 35 to 54 26.20%
(21.72%, 31.26%) 		13.26%
(9.82%, 17.70%) 		3.60%
(2.10%, 6.10%) 		33.38%
(28.24%, 38.94%) 		3.92%
(2.12%, 7.10%) 		7.48%
(5.04%, 11.00%) 		12.16%
(8.60%, 16.90%)
R - Male - 55+ 39.22%
(34.70%, 43.92%) 		12.78%
(10.16%, 15.94%) 		2.44%
(1.26%, 4.66%) 		23.80%
(20.44%, 27.54%) 		2.52%
(1.38%, 4.54%) 		6.32%
(4.68%, 8.50%) 		12.92%
(10.32%, 16.04%)
R - Female - 18 to 34 15.00%
(10.00%, 21.86%) 		10.78%
(6.44%, 17.52%) 		3.98%
(1.84%, 8.36%) 		38.82%
(30.78%, 47.52%) 		3.80%
(1.80%, 7.84%) 		11.82%
(7.40%, 18.36%) 		15.80%
(10.28%, 23.48%)
R - Female - 35 to 54 21.42%
(16.74%, 26.98%) 		14.50%
(11.12%, 18.72%) 		4.92%
(2.82%, 8.38%) 		34.50%
(29.62%, 39.74%) 		3.14%
(1.74%, 5.60%) 		10.30%
(7.56%, 13.90%) 		11.22%
(8.28%, 15.02%)
R - Female - 55+ 30.44%
(26.52%, 34.68%) 		12.86%
(10.00%, 16.36%) 		1.44%
(0.70%, 2.92%) 		35.26%
(31.14%, 39.60%) 		2.12%
(1.06%, 4.24%) 		7.76%
(5.76%, 10.38%) 		10.12%
(7.46%, 13.60%)
Race
D - White 4.58%
(3.46%, 6.02%) 		6.70%
(5.42%, 8.24%) 		1.68%
(1.20%, 2.36%) 		21.74%
(19.62%, 24.02%) 		3.94%
(3.10%, 5.00%) 		19.18%
(17.36%, 21.14%) 		42.18%
(39.64%, 44.78%)
D - Non-white 7.12%
(5.54%, 9.08%) 		6.82%
(5.34%, 8.68%) 		1.08%
(0.60%, 1.92%) 		23.42%
(20.66%, 26.42%) 		2.26%
(1.48%, 3.44%) 		12.42%
(10.14%, 15.14%) 		46.88%
(43.26%, 50.54%)
R - White 28.60%
(26.32%, 30.98%) 		14.74%
(13.10%, 16.52%) 		2.92%
(2.16%, 3.92%) 		33.00%
(30.92%, 35.18%) 		2.38%
(1.74%, 3.24%) 		8.12%
(6.88%, 9.56%) 		10.26%
(8.78%, 11.94%)
R - Non-white 21.24%
(16.96%, 26.26%) 		9.06%
(5.96%, 13.54%) 		3.74%
(2.16%, 6.40%) 		30.50%
(25.32%, 36.24%) 		6.62%
(4.16%, 10.40%) 		10.90%
(8.02%, 14.68%) 		17.92%
(13.56%, 23.30%)
Education
D - College Grad 4.82%
(3.58%, 6.48%) 		6.36%
(4.94%, 8.16%) 		1.46%
(1.02%, 2.08%) 		19.34%
(17.20%, 21.68%) 		2.98%
(2.34%, 3.78%) 		18.86%
(16.92%, 20.96%) 		46.18%
(43.36%, 49.00%)
D - Not college grad 6.54%
(5.26%, 8.12%) 		7.06%
(5.62%, 8.82%) 		1.40%
(0.88%, 2.22%) 		25.40%
(22.88%, 28.10%) 		3.32%
(2.34%, 4.66%) 		13.88%
(11.92%, 16.12%) 		42.42%
(39.42%, 45.46%)
R - College Grad 28.52%
(24.98%, 32.36%) 		15.62%
(12.90%, 18.78%) 		3.82%
(2.42%, 6.00%) 		29.28%
(25.64%, 33.20%) 		3.80%
(2.64%, 5.44%) 		10.60%
(8.00%, 13.92%) 		8.36%
(6.44%, 10.76%)
R - Not college grad 26.70%
(24.44%, 29.10%) 		12.98%
(11.42%, 14.74%) 		2.72%
(1.98%, 3.76%) 		33.72%
(31.34%, 36.18%) 		2.84%
(2.06%, 3.94%) 		7.84%
(6.48%, 9.46%) 		13.16%
(11.36%, 15.22%) 
anes %>% tabtemplate1(V201423x, "Should children brought illegally be sent back or allowed to stay")
Should children brought illegally be sent back or allowed to stay
Count Pct
-DK/RF in V201421 or V201422 134 1.62%
Favors a great deal they should be sent back 412 4.98%
Favors a moderate amount they should be sent back 383 4.62%
Favors a little they should be sent back 172 2.08%
Favors a little they should be allowed to live and work in US 877 10.60%
Favors a moderate amount they should be allowed to live and work in US 2,389 28.84%
Favors a great deal they should be allowed to live and work in US 3,913 47.26%
Should children brought illegally be sent back or allowed to stay
D Voters R Voters
Favors a great deal they should be sent back 1.2% 10.3%
Favors a moderate amount they should be sent back 2.0% 8.8%
Favors a little they should be sent back 0.6% 3.8%
Favors a little they should be allowed to live and work in US 5.3% 17.3%
Favors a moderate amount they should be allowed to live and work in US 22.4% 37.3%
Favors a great deal they should be allowed to live and work in US 68.6% 22.5%
Should children brought illegally be sent back or allowed to stay
Favors a great deal they should be sent back Favors a moderate amount they should be sent back Favors a little they should be sent back Favors a little they should be allowed to live and work in US Favors a moderate amount they should be allowed to live and work in US Favors a great deal they should be allowed to live and work in US
Vote Intent
D 1.20%
(0.78%, 1.84%) 		1.96%
(1.38%, 2.78%) 		0.60%
(0.34%, 1.02%) 		5.26%
(4.42%, 6.26%) 		22.38%
(20.68%, 24.18%) 		68.58%
(66.72%, 70.40%)
R 10.28%
(8.82%, 11.96%) 		8.78%
(7.60%, 10.14%) 		3.82%
(3.12%, 4.66%) 		17.34%
(15.68%, 19.14%) 		37.28%
(35.02%, 39.62%) 		22.48%
(20.90%, 24.16%)
Gender
D - Male 0.92%
(0.54%, 1.54%) 		2.54%
(1.56%, 4.16%) 		0.90%
(0.44%, 1.82%) 		6.46%
(4.96%, 8.38%) 		22.36%
(19.84%, 25.10%) 		66.82%
(63.92%, 69.58%)
D - Female 1.46%
(0.84%, 2.52%) 		1.46%
(1.00%, 2.16%) 		0.34%
(0.14%, 0.88%) 		4.26%
(3.40%, 5.32%) 		22.48%
(20.22%, 24.88%) 		70.00%
(67.50%, 72.38%)
R - Male 11.42%
(9.60%, 13.54%) 		8.52%
(6.94%, 10.42%) 		3.60%
(2.68%, 4.84%) 		19.10%
(16.74%, 21.72%) 		35.56%
(32.30%, 38.94%) 		21.78%
(19.30%, 24.48%)
R - Female 8.82%
(6.88%, 11.26%) 		9.00%
(7.36%, 11.00%) 		4.08%
(3.00%, 5.54%) 		15.48%
(13.54%, 17.64%) 		39.18%
(35.84%, 42.62%) 		23.42%
(21.14%, 25.88%)
Age and Gender
D - Male - 18 to 34 0.76%
(0.14%, 4.00%) 		2.86%
(1.28%, 6.26%) 		0.32%
(0.04%, 2.36%) 		6.42%
(3.78%, 10.68%) 		22.26%
(16.98%, 28.60%) 		67.38%
(60.30%, 73.76%)
D - Male - 35 to 54 1.36%
(0.80%, 2.28%) 		2.44%
(1.14%, 5.16%) 		1.40%
(0.56%, 3.48%) 		9.58%
(6.78%, 13.40%) 		19.82%
(15.46%, 25.06%) 		65.38%
(60.12%, 70.32%)
D - Male - 55+ 0.52%
(0.22%, 1.28%) 		2.38%
(0.88%, 6.30%) 		0.94%
(0.26%, 3.26%) 		3.28%
(2.24%, 4.80%) 		24.94%
(21.24%, 29.02%) 		67.94%
(63.50%, 72.08%)
D - Female - 18 to 34 2.12%
(0.80%, 5.46%) 		1.04%
(0.38%, 2.84%) 		0.24%
(0.06%, 1.00%) 		2.88%
(1.60%, 5.12%) 		15.98%
(12.64%, 20.02%) 		77.74%
(73.30%, 81.62%)
D - Female - 35 to 54 1.42%
(0.50%, 3.96%) 		1.60%
(0.62%, 4.04%) 		0.48%
(0.08%, 3.04%) 		7.08%
(5.32%, 9.36%) 		23.52%
(19.16%, 28.50%) 		65.88%
(60.36%, 71.02%)
D - Female - 55+ 1.14%
(0.56%, 2.30%) 		1.72%
(0.86%, 3.40%) 		0.24%
(0.08%, 0.78%) 		2.60%
(1.68%, 4.02%) 		25.48%
(22.06%, 29.22%) 		68.80%
(64.62%, 72.72%)
R - Male - 18 to 34 5.62%
(2.96%, 10.44%) 		10.10%
(6.44%, 15.52%) 		5.32%
(2.82%, 9.78%) 		19.76%
(14.72%, 26.00%) 		36.08%
(28.62%, 44.30%) 		23.10%
(17.16%, 30.36%)
R - Male - 35 to 54 13.72%
(10.08%, 18.40%) 		5.84%
(3.94%, 8.60%) 		4.42%
(2.98%, 6.50%) 		25.42%
(20.60%, 30.94%) 		31.54%
(26.50%, 37.04%) 		19.06%
(14.96%, 23.96%)
R - Male - 55+ 12.94%
(10.26%, 16.20%) 		9.34%
(7.22%, 11.98%) 		2.10%
(1.24%, 3.54%) 		14.46%
(11.22%, 18.44%) 		38.20%
(33.72%, 42.90%) 		22.96%
(19.72%, 26.58%)
R - Female - 18 to 34 12.22%
(7.02%, 20.40%) 		8.64%
(4.88%, 14.88%) 		3.00%
(1.46%, 6.06%) 		19.44%
(14.08%, 26.24%) 		36.58%
(28.72%, 45.24%) 		20.12%
(15.06%, 26.34%)
R - Female - 35 to 54 8.28%
(5.24%, 12.88%) 		9.12%
(6.42%, 12.80%) 		6.32%
(4.16%, 9.50%) 		16.82%
(13.20%, 21.16%) 		33.90%
(28.28%, 40.02%) 		25.56%
(20.94%, 30.78%)
R - Female - 55+ 8.22%
(6.02%, 11.12%) 		8.66%
(6.38%, 11.68%) 		2.64%
(1.62%, 4.28%) 		13.56%
(10.92%, 16.70%) 		44.22%
(39.64%, 48.92%) 		22.68%
(19.18%, 26.62%)
Race
D - White 0.62%
(0.34%, 1.12%) 		1.18%
(0.70%, 1.94%) 		0.50%
(0.24%, 1.06%) 		5.50%
(4.48%, 6.72%) 		21.92%
(19.80%, 24.22%) 		70.28%
(67.94%, 72.52%)
D - Non-white 1.94%
(1.16%, 3.28%) 		2.82%
(1.70%, 4.66%) 		0.72%
(0.34%, 1.52%) 		4.74%
(3.50%, 6.42%) 		23.04%
(20.36%, 25.98%) 		66.72%
(63.76%, 69.56%)
R - White 10.46%
(8.90%, 12.26%) 		9.28%
(7.92%, 10.84%) 		4.14%
(3.38%, 5.06%) 		17.66%
(15.78%, 19.72%) 		38.98%
(36.32%, 41.72%) 		19.48%
(17.82%, 21.26%)
R - Non-white 9.54%
(6.68%, 13.42%) 		6.76%
(4.16%, 10.78%) 		1.68%
(0.86%, 3.32%) 		15.88%
(12.28%, 20.30%) 		29.86%
(24.70%, 35.58%) 		36.28%
(31.14%, 41.76%)
Education
D - College Grad 0.58%
(0.30%, 1.08%) 		0.80%
(0.44%, 1.44%) 		0.42%
(0.20%, 0.88%) 		5.28%
(4.10%, 6.82%) 		18.76%
(16.36%, 21.42%) 		74.14%
(71.38%, 76.74%)
D - Not college grad 1.74%
(1.08%, 2.84%) 		2.80%
(1.84%, 4.26%) 		0.74%
(0.34%, 1.60%) 		5.32%
(4.28%, 6.60%) 		25.56%
(23.38%, 27.88%) 		63.80%
(61.22%, 66.30%)
R - College Grad 7.00%
(5.50%, 8.90%) 		6.42%
(5.06%, 8.12%) 		3.94%
(2.94%, 5.28%) 		21.02%
(18.10%, 24.28%) 		38.90%
(35.64%, 42.28%) 		22.68%
(19.66%, 26.02%)
R - Not college grad 11.60%
(9.70%, 13.80%) 		9.94%
(8.40%, 11.72%) 		3.86%
(2.94%, 5.04%) 		15.98%
(13.94%, 18.26%) 		36.32%
(33.38%, 39.38%) 		22.30%
(20.26%, 24.50%) 
anes %>% tabtemplate1(V201426x, "Favor or oppose building a wall on border with Mexico")
Favor or oppose building a wall on border with Mexico
Count Pct
-DK/RF in V201424 or V201425 24 0.28%
Favor a great deal 2,073 25.04%
Favor a moderate amount 673 8.14%
Favor a little 189 2.28%
Neither favor nor oppose 1,561 18.86%
Oppose a little 159 1.92%
Oppose a moderate amount 756 9.12%
Oppose a great deal 2,845 34.36%
Favor or oppose building a wall on border with Mexico
D Voters R Voters
Favor a great deal 3.1% 57.1%
Favor a moderate amount 2.6% 15.1%
Favor a little 0.9% 3.9%
Neither favor nor oppose 17.7% 16.5%
Oppose a little 2.4% 1.0%
Oppose a moderate amount 13.4% 3.2%
Oppose a great deal 59.9% 3.2%
Favor or oppose building a wall on border with Mexico
Favor a great deal Favor a moderate amount Favor a little Neither favor nor oppose Oppose a little Oppose a moderate amount Oppose a great deal
Vote Intent
D 3.14%
(2.46%, 3.98%) 		2.56%
(2.00%, 3.26%) 		0.86%
(0.52%, 1.38%) 		17.68%
(16.10%, 19.38%) 		2.38%
(1.82%, 3.12%) 		13.44%
(12.08%, 14.94%) 		59.94%
(57.82%, 62.02%)
R 57.06%
(54.50%, 59.56%) 		15.06%
(13.34%, 16.96%) 		3.94%
(3.18%, 4.86%) 		16.46%
(14.74%, 18.34%) 		1.02%
(0.64%, 1.64%) 		3.22%
(2.48%, 4.18%) 		3.24%
(2.44%, 4.28%)
Gender
D - Male 3.70%
(2.68%, 5.08%) 		2.50%
(1.70%, 3.64%) 		0.78%
(0.40%, 1.54%) 		18.32%
(16.08%, 20.78%) 		3.08%
(2.10%, 4.52%) 		13.54%
(11.42%, 15.98%) 		58.10%
(55.04%, 61.12%)
D - Female 2.70%
(1.94%, 3.76%) 		2.64%
(1.86%, 3.72%) 		0.86%
(0.44%, 1.74%) 		17.14%
(15.04%, 19.48%) 		1.82%
(1.30%, 2.56%) 		13.38%
(11.70%, 15.26%) 		61.44%
(58.50%, 64.30%)
R - Male 57.42%
(54.06%, 60.72%) 		14.80%
(12.54%, 17.36%) 		4.14%
(3.06%, 5.60%) 		17.18%
(14.80%, 19.86%) 		0.94%
(0.50%, 1.74%) 		2.56%
(1.74%, 3.76%) 		2.96%
(1.72%, 5.04%)
R - Female 56.68%
(53.20%, 60.10%) 		15.34%
(13.02%, 17.98%) 		3.62%
(2.60%, 5.00%) 		15.78%
(13.62%, 18.24%) 		1.12%
(0.56%, 2.24%) 		3.90%
(2.76%, 5.46%) 		3.58%
(2.50%, 5.08%)
Age and Gender
D - Male - 18 to 34 3.68%
(1.64%, 8.04%) 		1.86%
(0.62%, 5.50%) 		0.58%
(0.14%, 2.34%) 		18.84%
(13.96%, 24.94%) 		3.50%
(1.78%, 6.72%) 		10.04%
(6.70%, 14.80%) 		61.52%
(54.68%, 67.92%)
D - Male - 35 to 54 3.14%
(1.84%, 5.32%) 		3.28%
(1.82%, 5.90%) 		0.94%
(0.44%, 1.98%) 		19.76%
(15.26%, 25.18%) 		3.54%
(1.84%, 6.66%) 		15.32%
(12.00%, 19.38%) 		54.02%
(48.84%, 59.10%)
D - Male - 55+ 4.30%
(2.72%, 6.74%) 		1.98%
(1.04%, 3.70%) 		0.84%
(0.20%, 3.34%) 		15.40%
(12.32%, 19.10%) 		2.32%
(1.28%, 4.18%) 		15.20%
(11.78%, 19.42%) 		59.96%
(54.58%, 65.10%)
D - Female - 18 to 34 1.66%
(0.64%, 4.30%) 		0.62%
(0.12%, 3.10%) 		0.12%
(0.02%, 0.86%) 		14.18%
(10.48%, 18.92%) 		1.56%
(0.74%, 3.26%) 		11.96%
(8.56%, 16.46%) 		69.90%
(63.92%, 75.26%)
D - Female - 35 to 54 2.78%
(1.52%, 5.02%) 		3.16%
(1.98%, 5.00%) 		1.18%
(0.32%, 4.12%) 		19.74%
(16.06%, 24.02%) 		1.42%
(0.86%, 2.34%) 		12.78%
(10.02%, 16.20%) 		58.94%
(53.90%, 63.78%)
D - Female - 55+ 3.22%
(2.00%, 5.14%) 		3.56%
(2.16%, 5.80%) 		1.12%
(0.50%, 2.56%) 		17.26%
(14.10%, 20.92%) 		2.32%
(1.40%, 3.78%) 		14.46%
(11.92%, 17.44%) 		58.08%
(53.82%, 62.22%)
R - Male - 18 to 34 37.72%
(30.70%, 45.28%) 		16.72%
(12.00%, 22.78%) 		6.76%
(3.74%, 11.88%) 		26.84%
(20.18%, 34.74%) 		1.98%
(0.60%, 6.28%) 		5.10%
(2.60%, 9.76%) 		4.90%
(2.16%, 10.70%)
R - Male - 35 to 54 50.46%
(44.78%, 56.14%) 		15.44%
(12.06%, 19.54%) 		5.40%
(3.52%, 8.20%) 		21.74%
(17.70%, 26.40%) 		1.22%
(0.60%, 2.42%) 		2.84%
(1.58%, 5.02%) 		2.90%
(1.26%, 6.56%)
R - Male - 55+ 71.60%
(67.58%, 75.32%) 		13.44%
(10.34%, 17.30%) 		1.72%
(0.92%, 3.14%) 		10.00%
(7.88%, 12.62%) 		0.24%
(0.08%, 0.76%) 		1.24%
(0.52%, 2.96%) 		1.76%
(0.70%, 4.40%)
R - Female - 18 to 34 33.64%
(26.04%, 42.22%) 		17.42%
(12.24%, 24.18%) 		4.92%
(2.58%, 9.20%) 		27.58%
(20.66%, 35.80%) 		2.62%
(1.04%, 6.46%) 		5.88%
(2.76%, 12.04%) 		7.94%
(4.62%, 13.28%)
R - Female - 35 to 54 52.44%
(45.58%, 59.22%) 		16.98%
(13.06%, 21.80%) 		4.76%
(2.88%, 7.74%) 		14.98%
(11.20%, 19.72%) 		2.04%
(0.76%, 5.42%) 		5.86%
(3.74%, 9.06%) 		2.94%
(1.66%, 5.18%)
R - Female - 55+ 69.06%
(64.72%, 73.06%) 		13.86%
(10.76%, 17.68%) 		1.56%
(0.82%, 2.90%) 		12.14%
(9.62%, 15.22%) 		NA 1.30%
(0.64%, 2.70%) 		2.08%
(1.06%, 4.06%)
Race
D - White 2.84%
(1.98%, 4.06%) 		1.88%
(1.38%, 2.54%) 		0.64%
(0.38%, 1.04%) 		13.74%
(12.12%, 15.52%) 		1.96%
(1.38%, 2.78%) 		14.44%
(12.48%, 16.66%) 		64.50%
(62.12%, 66.80%)
D - Non-white 3.50%
(2.44%, 4.98%) 		3.40%
(2.34%, 4.96%) 		1.14%
(0.54%, 2.36%) 		22.38%
(19.50%, 25.56%) 		2.94%
(2.02%, 4.26%) 		12.04%
(10.20%, 14.16%) 		54.60%
(50.88%, 58.24%)
R - White 60.06%
(57.34%, 62.72%) 		16.26%
(14.40%, 18.32%) 		3.94%
(3.14%, 4.92%) 		15.08%
(13.44%, 16.90%) 		0.76%
(0.46%, 1.28%) 		2.28%
(1.62%, 3.22%) 		1.62%
(1.04%, 2.48%)
R - Non-white 43.56%
(38.06%, 49.20%) 		9.74%
(6.78%, 13.78%) 		3.74%
(2.06%, 6.74%) 		23.04%
(18.38%, 28.46%) 		2.20%
(0.88%, 5.38%) 		7.10%
(4.70%, 10.60%) 		10.64%
(7.08%, 15.68%)
Education
D - College Grad 1.62%
(1.02%, 2.60%) 		1.70%
(1.12%, 2.54%) 		0.58%
(0.20%, 1.64%) 		12.56%
(10.62%, 14.78%) 		2.36%
(1.66%, 3.36%) 		13.90%
(11.82%, 16.28%) 		67.28%
(64.30%, 70.12%)
D - Not college grad 4.42%
(3.34%, 5.80%) 		3.32%
(2.42%, 4.56%) 		1.02%
(0.58%, 1.76%) 		21.74%
(19.52%, 24.14%) 		2.46%
(1.70%, 3.56%) 		13.16%
(11.18%, 15.42%) 		53.88%
(50.80%, 56.96%)
R - College Grad 54.92%
(50.94%, 58.86%) 		15.10%
(12.46%, 18.20%) 		5.02%
(3.60%, 6.98%) 		15.30%
(12.64%, 18.42%) 		2.06%
(1.10%, 3.82%) 		5.34%
(3.62%, 7.80%) 		2.24%
(1.26%, 3.92%)
R - Not college grad 57.84%
(54.80%, 60.80%) 		15.22%
(13.26%, 17.42%) 		3.50%
(2.64%, 4.64%) 		16.78%
(14.70%, 19.10%) 		0.60%
(0.28%, 1.20%) 		2.34%
(1.70%, 3.20%) 		3.74%
(2.68%, 5.20%)

Protests

anes %>% tabtemplate1(V201429, "Best way to deal with urban unrest")
Best way to deal with urban unrest
Count Pct
-Refused 28 0.34%
-Don’t know 2 0.02%
Solve problems of racism and police violence 2,702 32.62%
694 8.38%
561 6.78%
1,006 12.14%
662 8.00%
634 7.66%
Use all available force to maintain law and order 1,380 16.66%
Haven’t thought much about this 612 7.40%
Best way to deal with urban unrest
D Voters R Voters
Solve problems of racism and police violence 53.0% 7.8%
13.9% 1.9%
9.2% 3.4%
9.9% 13.6%
3.6% 13.9%
2.0% 15.8%
Use all available force to maintain law and order 2.8% 36.2%
Haven’t thought much about this 5.5% 7.4%
Best way to deal with urban unrest
Solve problems of racism and police violence
Use all available force to maintain law and order Haven’t thought much about this
Vote Intent
D 53.02%
(50.76%, 55.26%) 		13.88%
(12.54%, 15.32%) 		9.22%
(8.12%, 10.44%) 		9.94%
(8.68%, 11.38%) 		3.56%
(2.84%, 4.44%) 		2.04%
(1.50%, 2.74%) 		2.84%
(2.24%, 3.58%) 		5.54%
(4.66%, 6.56%)
R 7.82%
(6.56%, 9.30%) 		1.92%
(1.42%, 2.58%) 		3.38%
(2.68%, 4.24%) 		13.56%
(12.22%, 15.02%) 		13.94%
(12.42%, 15.62%) 		15.78%
(14.20%, 17.48%) 		36.24%
(34.14%, 38.40%) 		7.36%
(6.16%, 8.78%)
Gender
D - Male 48.32%
(44.90%, 51.76%) 		15.84%
(13.66%, 18.30%) 		11.36%
(9.44%, 13.60%) 		10.70%
(8.78%, 12.96%) 		4.22%
(3.14%, 5.66%) 		1.90%
(1.28%, 2.82%) 		2.86%
(1.96%, 4.16%) 		4.78%
(3.64%, 6.28%)
D - Female 56.88%
(54.06%, 59.64%) 		12.34%
(10.70%, 14.20%) 		7.40%
(6.06%, 9.02%) 		9.34%
(7.64%, 11.34%) 		2.98%
(2.18%, 4.06%) 		2.14%
(1.40%, 3.24%) 		2.84%
(2.06%, 3.92%) 		6.10%
(4.86%, 7.64%)
R - Male 6.86%
(5.32%, 8.82%) 		1.52%
(0.94%, 2.46%) 		2.68%
(1.90%, 3.78%) 		12.96%
(11.18%, 14.98%) 		14.00%
(12.02%, 16.24%) 		16.56%
(14.30%, 19.12%) 		38.68%
(35.54%, 41.92%) 		6.70%
(5.08%, 8.82%)
R - Female 8.78%
(7.06%, 10.86%) 		2.36%
(1.64%, 3.38%) 		4.12%
(3.10%, 5.48%) 		14.22%
(12.26%, 16.44%) 		14.02%
(11.92%, 16.42%) 		14.94%
(12.70%, 17.50%) 		33.54%
(30.60%, 36.60%) 		8.04%
(6.20%, 10.36%)
Age and Gender
D - Male - 18 to 34 60.22%
(53.52%, 66.56%) 		11.06%
(7.66%, 15.70%) 		11.98%
(7.72%, 18.12%) 		6.40%
(3.62%, 11.08%) 		1.04%
(0.38%, 2.84%) 		1.56%
(0.66%, 3.66%) 		1.14%
(0.38%, 3.46%) 		6.58%
(3.86%, 11.00%)
D - Male - 35 to 54 45.40%
(39.82%, 51.10%) 		16.20%
(12.34%, 21.00%) 		11.06%
(8.10%, 14.94%) 		12.90%
(9.54%, 17.22%) 		4.48%
(2.72%, 7.30%) 		2.22%
(0.96%, 5.12%) 		3.16%
(1.64%, 5.98%) 		4.54%
(2.70%, 7.52%)
D - Male - 55+ 41.52%
(36.50%, 46.74%) 		19.48%
(15.58%, 24.10%) 		11.50%
(9.04%, 14.52%) 		11.64%
(8.86%, 15.16%) 		6.50%
(4.44%, 9.42%) 		1.90%
(1.02%, 3.52%) 		4.08%
(2.42%, 6.80%) 		3.34%
(2.16%, 5.16%)
D - Female - 18 to 34 67.64%
(62.28%, 72.58%) 		9.04%
(6.04%, 13.28%) 		4.06%
(2.20%, 7.38%) 		6.82%
(4.08%, 11.20%) 		2.18%
(0.90%, 5.28%) 		1.36%
(0.54%, 3.34%) 		1.00%
(0.38%, 2.56%) 		7.90%
(5.24%, 11.74%)
D - Female - 35 to 54 56.60%
(51.64%, 61.44%) 		9.86%
(7.36%, 13.08%) 		7.36%
(5.42%, 9.96%) 		11.96%
(9.02%, 15.68%) 		2.68%
(1.46%, 4.92%) 		2.10%
(0.94%, 4.66%) 		2.52%
(1.36%, 4.62%) 		6.92%
(4.72%, 10.04%)
D - Female - 55+ 49.34%
(44.96%, 53.74%) 		16.18%
(13.60%, 19.16%) 		9.64%
(7.18%, 12.82%) 		9.36%
(7.08%, 12.26%) 		3.68%
(2.60%, 5.16%) 		2.78%
(1.60%, 4.78%) 		4.40%
(2.84%, 6.76%) 		4.60%
(3.08%, 6.84%)
R - Male - 18 to 34 9.28%
(5.60%, 15.00%) 		1.86%
(0.52%, 6.30%) 		4.64%
(2.38%, 8.90%) 		17.32%
(12.20%, 24.00%) 		10.46%
(6.90%, 15.58%) 		11.20%
(6.90%, 17.64%) 		32.16%
(25.80%, 39.26%) 		13.08%
(8.32%, 19.98%)
R - Male - 35 to 54 7.84%
(5.30%, 11.42%) 		1.22%
(0.64%, 2.34%) 		3.32%
(1.80%, 6.10%) 		15.00%
(11.30%, 19.66%) 		15.74%
(12.28%, 19.94%) 		15.16%
(11.54%, 19.66%) 		35.34%
(30.32%, 40.70%) 		6.38%
(4.04%, 9.92%)
R - Male - 55+ 4.96%
(3.24%, 7.56%) 		1.28%
(0.62%, 2.62%) 		1.40%
(0.92%, 2.14%) 		9.64%
(7.66%, 12.08%) 		14.82%
(12.12%, 18.00%) 		20.08%
(16.40%, 24.34%) 		44.22%
(39.78%, 48.74%) 		3.60%
(2.18%, 5.90%)
R - Female - 18 to 34 11.18%
(7.10%, 17.16%) 		3.78%
(1.86%, 7.56%) 		5.28%
(3.06%, 8.96%) 		20.90%
(15.46%, 27.66%) 		15.08%
(9.14%, 23.88%) 		7.66%
(4.88%, 11.86%) 		20.80%
(14.68%, 28.62%) 		15.32%
(9.76%, 23.20%)
R - Female - 35 to 54 11.28%
(7.76%, 16.16%) 		2.24%
(1.20%, 4.10%) 		4.74%
(2.78%, 7.98%) 		14.74%
(11.18%, 19.16%) 		13.42%
(9.92%, 17.90%) 		11.84%
(8.56%, 16.16%) 		34.46%
(29.60%, 39.68%) 		7.28%
(4.78%, 10.92%)
R - Female - 55+ 6.16%
(4.42%, 8.56%) 		1.62%
(0.72%, 3.62%) 		3.68%
(2.40%, 5.58%) 		11.24%
(8.84%, 14.22%) 		13.72%
(11.00%, 17.02%) 		19.66%
(15.92%, 24.02%) 		38.50%
(34.02%, 43.18%) 		5.42%
(3.54%, 8.22%)
Race
D - White 48.00%
(45.20%, 50.80%) 		18.20%
(16.14%, 20.44%) 		11.58%
(9.96%, 13.42%) 		10.26%
(8.74%, 12.04%) 		3.74%
(2.94%, 4.76%) 		2.28%
(1.62%, 3.18%) 		2.36%
(1.76%, 3.18%) 		3.60%
(2.72%, 4.74%)
D - Non-white 59.10%
(55.84%, 62.28%) 		8.52%
(7.10%, 10.20%) 		6.40%
(5.12%, 7.96%) 		9.66%
(7.68%, 12.10%) 		3.28%
(2.24%, 4.78%) 		1.78%
(1.06%, 2.96%) 		3.46%
(2.44%, 4.90%) 		7.80%
(6.20%, 9.80%)
R - White 5.64%
(4.58%, 6.92%) 		2.04%
(1.48%, 2.82%) 		3.42%
(2.66%, 4.40%) 		13.46%
(11.94%, 15.14%) 		14.96%
(13.30%, 16.80%) 		16.46%
(14.58%, 18.50%) 		37.90%
(35.38%, 40.48%) 		6.10%
(5.02%, 7.42%)
R - Non-white 17.78%
(13.02%, 23.80%) 		1.42%
(0.60%, 3.32%) 		3.26%
(2.02%, 5.26%) 		13.92%
(10.44%, 18.32%) 		9.62%
(6.82%, 13.38%) 		12.48%
(8.96%, 17.12%) 		28.78%
(23.30%, 34.98%) 		12.72%
(8.78%, 18.10%)
Education
D - College Grad 52.62%
(49.52%, 55.70%) 		20.06%
(17.78%, 22.56%) 		8.86%
(7.68%, 10.22%) 		9.52%
(7.86%, 11.46%) 		2.78%
(2.10%, 3.68%) 		2.32%
(1.46%, 3.68%) 		1.18%
(0.78%, 1.80%) 		2.66%
(1.92%, 3.68%)
D - Not college grad 53.26%
(50.08%, 56.42%) 		8.88%
(7.34%, 10.68%) 		9.22%
(7.52%, 11.24%) 		10.52%
(8.78%, 12.52%) 		4.20%
(3.14%, 5.60%) 		1.82%
(1.24%, 2.66%) 		4.22%
(3.20%, 5.54%) 		7.90%
(6.44%, 9.62%)
R - College Grad 5.32%
(3.62%, 7.76%) 		2.18%
(1.52%, 3.12%) 		4.08%
(2.92%, 5.72%) 		14.30%
(11.96%, 17.00%) 		16.86%
(14.36%, 19.68%) 		19.46%
(16.82%, 22.40%) 		33.30%
(29.90%, 36.88%) 		4.50%
(2.86%, 7.02%)
R - Not college grad 8.76%
(7.14%, 10.70%) 		1.86%
(1.24%, 2.76%) 		3.10%
(2.26%, 4.22%) 		13.22%
(11.56%, 15.10%) 		12.84%
(10.96%, 14.98%) 		14.38%
(12.48%, 16.54%) 		37.42%
(34.62%, 40.32%) 		8.40%
(6.96%, 10.12%) 
anes %>% tabtemplate1(V201432x, "Protestors actions been mostly violent or peaceful")
Protestors actions been mostly violent or peaceful
Count Pct
-DK/RF in V201430 or V201431 42 0.50%
A lot more violent 2,432 29.38%
A ittle more violent 238 2.88%
Equally violent and peaceful 2,666 32.20%
A little more peaceful 1,034 12.48%
A lot more peaceful 1,869 22.56%
Protestors actions been mostly violent or peaceful
D Voters R Voters
A lot more violent 9.1% 56.8%
A ittle more violent 2.2% 3.7%
Equally violent and peaceful 29.3% 32.5%
A little more peaceful 18.5% 5.2%
A lot more peaceful 40.9% 1.8%
Protestors actions been mostly violent or peaceful
A lot more violent A ittle more violent Equally violent and peaceful A little more peaceful A lot more peaceful
Vote Intent
D 9.14%
(8.00%, 10.42%) 		2.22%
(1.74%, 2.84%) 		29.30%
(27.40%, 31.26%) 		18.48%
(17.00%, 20.04%) 		40.86%
(38.80%, 42.94%)
R 56.78%
(54.64%, 58.90%) 		3.68%
(2.94%, 4.60%) 		32.54%
(30.48%, 34.68%) 		5.16%
(4.30%, 6.20%) 		1.82%
(1.32%, 2.54%)
Gender
D - Male 8.38%
(6.98%, 10.02%) 		2.00%
(1.40%, 2.84%) 		26.16%
(23.24%, 29.32%) 		19.06%
(16.78%, 21.60%) 		44.40%
(40.86%, 48.00%)
D - Female 9.82%
(8.22%, 11.70%) 		2.44%
(1.78%, 3.34%) 		31.82%
(29.22%, 34.54%) 		17.98%
(16.08%, 20.08%) 		37.92%
(35.50%, 40.42%)
R - Male 56.44%
(53.64%, 59.20%) 		4.12%
(3.00%, 5.64%) 		32.02%
(29.34%, 34.84%) 		5.84%
(4.42%, 7.68%) 		1.58%
(1.04%, 2.36%)
R - Female 57.16%
(53.62%, 60.60%) 		3.26%
(2.36%, 4.46%) 		33.14%
(29.80%, 36.66%) 		4.38%
(3.50%, 5.48%) 		2.08%
(1.34%, 3.22%)
Age and Gender
D - Male - 18 to 34 4.88%
(2.76%, 8.48%) 		0.92%
(0.28%, 3.00%) 		29.38%
(23.02%, 36.66%) 		18.08%
(13.68%, 23.48%) 		46.74%
(39.60%, 54.04%)
D - Male - 35 to 54 9.48%
(6.68%, 13.30%) 		2.38%
(1.22%, 4.60%) 		25.18%
(20.68%, 30.30%) 		19.86%
(15.92%, 24.52%) 		43.10%
(37.60%, 48.76%)
D - Male - 55+ 10.42%
(7.96%, 13.56%) 		2.10%
(1.22%, 3.60%) 		23.72%
(19.66%, 28.34%) 		19.72%
(16.06%, 23.98%) 		44.02%
(38.98%, 49.20%)
D - Female - 18 to 34 6.58%
(3.80%, 11.12%) 		2.90%
(1.52%, 5.40%) 		31.96%
(26.72%, 37.72%) 		14.50%
(10.84%, 19.12%) 		44.08%
(37.86%, 50.48%)
D - Female - 35 to 54 10.86%
(8.04%, 14.52%) 		2.16%
(1.10%, 4.22%) 		32.28%
(28.14%, 36.70%) 		19.58%
(16.14%, 23.58%) 		35.10%
(30.64%, 39.86%)
D - Female - 55+ 10.92%
(8.38%, 14.12%) 		2.06%
(1.30%, 3.28%) 		32.00%
(28.06%, 36.20%) 		19.30%
(16.20%, 22.82%) 		35.72%
(32.20%, 39.40%)
R - Male - 18 to 34 44.86%
(37.20%, 52.76%) 		4.80%
(2.56%, 8.80%) 		39.64%
(32.64%, 47.06%) 		8.12%
(4.64%, 13.80%) 		2.60%
(1.24%, 5.38%)
R - Male - 35 to 54 56.68%
(50.74%, 62.42%) 		5.32%
(3.14%, 8.88%) 		29.52%
(24.32%, 35.30%) 		7.10%
(4.70%, 10.62%) 		1.40%
(0.62%, 3.10%)
R - Male - 55+ 62.78%
(59.08%, 66.34%) 		2.88%
(1.60%, 5.14%) 		29.00%
(25.20%, 33.14%) 		4.12%
(2.42%, 6.92%) 		1.22%
(0.66%, 2.20%)
R - Female - 18 to 34 44.14%
(35.84%, 52.76%) 		6.12%
(3.56%, 10.34%) 		38.08%
(30.80%, 45.92%) 		7.64%
(4.86%, 11.78%) 		4.04%
(1.74%, 9.14%)
R - Female - 35 to 54 56.32%
(50.48%, 61.96%) 		3.42%
(2.06%, 5.66%) 		33.90%
(28.46%, 39.82%) 		4.00%
(2.54%, 6.26%) 		2.34%
(1.30%, 4.18%)
R - Female - 55+ 64.04%
(59.58%, 68.26%) 		2.18%
(1.22%, 3.86%) 		29.66%
(25.72%, 33.94%) 		3.44%
(2.28%, 5.12%) 		0.70%
(0.30%, 1.56%)
Race
D - White 7.00%
(5.78%, 8.46%) 		1.96%
(1.40%, 2.74%) 		26.44%
(24.30%, 28.68%) 		21.84%
(19.82%, 24.00%) 		42.76%
(40.16%, 45.40%)
D - Non-white 11.88%
(9.96%, 14.12%) 		2.52%
(1.76%, 3.58%) 		32.84%
(29.50%, 36.36%) 		14.04%
(11.88%, 16.52%) 		38.72%
(35.48%, 42.08%)
R - White 58.56%
(56.34%, 60.76%) 		3.64%
(2.84%, 4.70%) 		31.58%
(29.38%, 33.86%) 		4.76%
(3.86%, 5.88%) 		1.44%
(1.04%, 2.00%)
R - Non-white 48.44%
(42.22%, 54.68%) 		3.98%
(2.44%, 6.40%) 		37.14%
(31.04%, 43.68%) 		6.92%
(4.44%, 10.64%) 		3.54%
(1.76%, 6.96%)
Education
D - College Grad 4.52%
(3.54%, 5.76%) 		1.42%
(0.88%, 2.30%) 		22.40%
(20.10%, 24.90%) 		21.04%
(18.92%, 23.32%) 		50.60%
(47.68%, 53.50%)
D - Not college grad 12.98%
(11.04%, 15.20%) 		2.92%
(2.20%, 3.88%) 		34.68%
(31.90%, 37.56%) 		16.34%
(14.32%, 18.58%) 		33.08%
(30.16%, 36.14%)
R - College Grad 49.16%
(45.54%, 52.80%) 		3.98%
(2.58%, 6.06%) 		36.58%
(33.42%, 39.88%) 		8.02%
(5.94%, 10.76%) 		2.26%
(1.44%, 3.50%)
R - Not college grad 59.80%
(57.14%, 62.42%) 		3.60%
(2.74%, 4.70%) 		30.92%
(28.44%, 33.54%) 		4.00%
(3.18%, 5.02%) 		1.66%
(1.04%, 2.64%)

Religion

anes %>% tabtemplate1(V201433, "Is religion important part of R life")
Is religion important part of R life
Count Pct
-Refused 19 0.24%
-Don’t know 0 0.00%
Extremely important 2,253 27.20%
Very important 1,578 19.06%
Moderately important 1,641 19.82%
A little important 1,081 13.06%
Not important at all 1,708 20.64%
Is religion important part of R life
D Voters R Voters
Extremely important 19.9% 37.2%
Very important 17.5% 22.1%
Moderately important 20.1% 19.1%
A little important 14.5% 10.8%
Not important at all 28.0% 10.9%
Is religion important part of R life
Extremely important Very important Moderately important A little important Not important at all
Vote Intent
D 19.94%
(18.48%, 21.50%) 		17.48%
(15.92%, 19.16%) 		20.06%
(18.44%, 21.80%) 		14.50%
(13.02%, 16.14%) 		28.00%
(26.26%, 29.84%)
R 37.16%
(35.02%, 39.38%) 		22.12%
(20.30%, 24.04%) 		19.06%
(17.24%, 21.02%) 		10.78%
(9.44%, 12.28%) 		10.88%
(9.46%, 12.48%)
Gender
D - Male 16.90%
(14.66%, 19.40%) 		14.44%
(12.18%, 17.06%) 		20.34%
(17.64%, 23.34%) 		15.48%
(13.38%, 17.84%) 		32.84%
(29.58%, 36.26%)
D - Female 22.38%
(20.40%, 24.48%) 		19.98%
(17.84%, 22.30%) 		19.84%
(17.48%, 22.42%) 		13.74%
(11.94%, 15.78%) 		24.06%
(21.80%, 26.48%)
R - Male 33.20%
(30.38%, 36.14%) 		22.76%
(20.16%, 25.58%) 		18.58%
(16.10%, 21.34%) 		12.00%
(9.94%, 14.42%) 		13.46%
(11.36%, 15.88%)
R - Female 41.34%
(38.10%, 44.64%) 		21.60%
(19.12%, 24.30%) 		19.62%
(17.16%, 22.36%) 		9.24%
(7.46%, 11.40%) 		8.18%
(6.40%, 10.42%)
Age and Gender
D - Male - 18 to 34 12.46%
(8.38%, 18.14%) 		11.44%
(7.42%, 17.24%) 		19.36%
(14.12%, 25.96%) 		17.46%
(13.06%, 22.96%) 		39.26%
(32.44%, 46.54%)
D - Male - 35 to 54 15.16%
(11.84%, 19.20%) 		14.76%
(11.12%, 19.30%) 		16.72%
(12.68%, 21.70%) 		18.08%
(14.22%, 22.72%) 		35.30%
(30.30%, 40.62%)
D - Male - 55+ 21.76%
(18.00%, 26.08%) 		16.94%
(13.62%, 20.88%) 		24.22%
(20.70%, 28.12%) 		11.36%
(9.10%, 14.08%) 		25.72%
(21.58%, 30.34%)
D - Female - 18 to 34 13.42%
(9.52%, 18.56%) 		16.08%
(12.10%, 21.06%) 		17.46%
(13.06%, 22.98%) 		17.04%
(13.32%, 21.56%) 		35.98%
(30.44%, 41.92%)
D - Female - 35 to 54 18.82%
(15.02%, 23.32%) 		20.68%
(17.04%, 24.84%) 		22.14%
(18.12%, 26.74%) 		14.96%
(11.94%, 18.62%) 		23.40%
(19.86%, 27.36%)
D - Female - 55+ 30.70%
(27.26%, 34.36%) 		21.56%
(18.22%, 25.34%) 		19.94%
(16.78%, 23.52%) 		10.86%
(8.70%, 13.50%) 		16.94%
(14.26%, 20.02%)
R - Male - 18 to 34 22.74%
(16.96%, 29.80%) 		17.90%
(12.08%, 25.74%) 		22.24%
(15.86%, 30.26%) 		14.08%
(9.40%, 20.56%) 		23.02%
(16.70%, 30.88%)
R - Male - 35 to 54 32.04%
(26.88%, 37.66%) 		24.78%
(20.30%, 29.88%) 		16.92%
(13.40%, 21.12%) 		11.56%
(8.48%, 15.58%) 		14.70%
(11.34%, 18.86%)
R - Male - 55+ 38.14%
(34.30%, 42.14%) 		24.02%
(20.24%, 28.24%) 		18.08%
(15.00%, 21.62%) 		11.66%
(8.58%, 15.66%) 		8.10%
(5.72%, 11.30%)
R - Female - 18 to 34 28.40%
(21.08%, 37.10%) 		21.76%
(16.12%, 28.68%) 		19.98%
(14.70%, 26.58%) 		14.98%
(10.22%, 21.40%) 		14.88%
(9.68%, 22.18%)
R - Female - 35 to 54 36.72%
(31.38%, 42.42%) 		21.46%
(16.96%, 26.78%) 		22.76%
(18.22%, 28.04%) 		9.72%
(6.66%, 14.00%) 		9.34%
(6.40%, 13.40%)
R - Female - 55+ 50.18%
(45.54%, 54.82%) 		22.48%
(18.58%, 26.94%) 		17.26%
(14.08%, 20.98%) 		6.34%
(4.40%, 9.02%) 		3.74%
(2.30%, 5.98%)
Race
D - White 12.60%
(11.06%, 14.30%) 		13.74%
(11.98%, 15.72%) 		18.74%
(16.76%, 20.92%) 		17.58%
(15.48%, 19.88%) 		37.34%
(35.12%, 39.62%)
D - Non-white 28.64%
(25.78%, 31.70%) 		22.04%
(19.34%, 24.98%) 		21.64%
(18.52%, 25.14%) 		10.90%
(8.98%, 13.16%) 		16.78%
(14.18%, 19.74%)
R - White 37.82%
(35.54%, 40.14%) 		22.12%
(20.06%, 24.34%) 		19.16%
(17.20%, 21.26%) 		11.12%
(9.76%, 12.64%) 		9.80%
(8.30%, 11.54%)
R - Non-white 34.26%
(29.26%, 39.66%) 		22.38%
(18.06%, 27.40%) 		18.74%
(14.38%, 24.04%) 		9.22%
(6.20%, 13.54%) 		15.38%
(11.78%, 19.82%)
Education
D - College Grad 16.00%
(13.92%, 18.34%) 		15.14%
(13.08%, 17.46%) 		17.70%
(15.68%, 19.92%) 		16.16%
(14.16%, 18.40%) 		34.98%
(32.52%, 37.54%)
D - Not college grad 22.94%
(20.74%, 25.32%) 		19.12%
(16.94%, 21.52%) 		22.02%
(19.36%, 24.94%) 		13.08%
(11.10%, 15.34%) 		22.82%
(20.42%, 25.42%)
R - College Grad 40.48%
(37.22%, 43.84%) 		21.06%
(17.92%, 24.60%) 		16.90%
(14.34%, 19.80%) 		10.60%
(8.48%, 13.18%) 		10.96%
(8.44%, 14.12%)
R - Not college grad 35.62%
(32.98%, 38.36%) 		22.64%
(20.42%, 25.04%) 		20.26%
(18.06%, 22.64%) 		10.82%
(9.12%, 12.82%) 		10.66%
(9.08%, 12.44%) 
anes %>% tabtemplate1(V201434, "Is Bible word of God or men")
Is Bible word of God or men
Count Pct
-Refused 84 1.02%
-Don’t know 2 0.02%
The Bible is the actual word of God and is to be taken literally, word for wo 2,134 25.78%
The Bible is the word of God but not everything in it should be taken literal 3,378 40.80%
The Bible is a book written by men and is not the word of God 2,162 26.12%
Other {SPECIFY} 519 6.28%
Is Bible word of God or men
D Voters R Voters
The Bible is the actual word of God and is to be taken literally, word for wo 17.2% 37.5%
The Bible is the word of God but not everything in it should be taken literal 39.0% 44.5%
The Bible is a book written by men and is not the word of God 37.9% 12.7%
Other {SPECIFY} 6.0% 5.3%
Is Bible word of God or men
The Bible is the actual word of God and is to be taken literally, word for wo The Bible is the word of God but not everything in it should be taken literal The Bible is a book written by men and is not the word of God Other {SPECIFY}
Vote Intent
D 17.16%
(15.68%, 18.74%) 		38.96%
(36.94%, 41.04%) 		37.86%
(36.00%, 39.74%) 		6.02%
(5.16%, 7.00%)
R 37.52%
(35.42%, 39.66%) 		44.48%
(42.44%, 46.54%) 		12.68%
(11.26%, 14.26%) 		5.32%
(4.36%, 6.50%)
Gender
D - Male 14.78%
(12.44%, 17.46%) 		35.18%
(32.00%, 38.50%) 		44.44%
(40.88%, 48.04%) 		5.62%
(4.60%, 6.84%)
D - Female 19.08%
(17.18%, 21.14%) 		42.22%
(39.40%, 45.08%) 		32.54%
(29.96%, 35.24%) 		6.16%
(4.94%, 7.66%)
R - Male 34.48%
(31.64%, 37.44%) 		44.94%
(42.04%, 47.88%) 		15.36%
(13.46%, 17.46%) 		5.22%
(4.02%, 6.72%)
R - Female 40.80%
(37.80%, 43.86%) 		43.94%
(41.12%, 46.82%) 		9.76%
(7.72%, 12.26%) 		5.50%
(4.06%, 7.40%)
Age and Gender
D - Male - 18 to 34 9.80%
(5.74%, 16.24%) 		36.06%
(29.84%, 42.78%) 		46.18%
(39.56%, 52.94%) 		7.96%
(5.52%, 11.38%)
D - Male - 35 to 54 14.38%
(11.28%, 18.16%) 		31.38%
(26.30%, 36.92%) 		50.12%
(44.50%, 55.74%) 		4.12%
(2.72%, 6.20%)
D - Male - 55+ 18.36%
(14.94%, 22.36%) 		39.26%
(34.90%, 43.80%) 		37.50%
(32.78%, 42.48%) 		4.86%
(3.56%, 6.64%)
D - Female - 18 to 34 12.50%
(8.60%, 17.82%) 		41.68%
(36.02%, 47.58%) 		40.04%
(34.62%, 45.74%) 		5.76%
(3.78%, 8.68%)
D - Female - 35 to 54 18.28%
(14.82%, 22.34%) 		43.46%
(38.48%, 48.58%) 		32.70%
(28.50%, 37.18%) 		5.56%
(3.60%, 8.52%)
D - Female - 55+ 23.20%
(19.92%, 26.84%) 		42.64%
(38.46%, 46.92%) 		27.54%
(23.82%, 31.62%) 		6.62%
(4.62%, 9.38%)
R - Male - 18 to 34 26.94%
(20.72%, 34.20%) 		46.10%
(38.66%, 53.70%) 		20.42%
(15.26%, 26.80%) 		6.54%
(3.78%, 11.10%)
R - Male - 35 to 54 33.16%
(28.10%, 38.64%) 		42.48%
(36.88%, 48.26%) 		19.56%
(15.18%, 24.80%) 		4.82%
(3.14%, 7.30%)
R - Male - 55+ 38.78%
(34.70%, 43.04%) 		46.40%
(41.96%, 50.88%) 		10.22%
(7.86%, 13.22%) 		4.60%
(2.98%, 7.04%)
R - Female - 18 to 34 32.12%
(24.70%, 40.58%) 		45.34%
(37.52%, 53.42%) 		15.80%
(10.96%, 22.24%) 		6.74%
(4.16%, 10.74%)
R - Female - 35 to 54 37.94%
(32.94%, 43.22%) 		46.68%
(41.14%, 52.32%) 		7.88%
(5.40%, 11.38%) 		7.48%
(4.60%, 11.98%)
R - Female - 55+ 47.10%
(43.14%, 51.08%) 		41.50%
(37.58%, 45.54%) 		7.64%
(5.22%, 11.08%) 		3.76%
(2.34%, 6.00%)
Race
D - White 6.90%
(5.76%, 8.26%) 		38.52%
(36.06%, 41.04%) 		48.36%
(46.02%, 50.70%) 		6.22%
(5.10%, 7.58%)
D - Non-white 29.56%
(26.58%, 32.74%) 		39.70%
(36.30%, 43.22%) 		25.10%
(22.16%, 28.28%) 		5.64%
(4.46%, 7.10%)
R - White 36.66%
(34.48%, 38.90%) 		46.86%
(44.56%, 49.18%) 		11.88%
(10.30%, 13.68%) 		4.60%
(3.66%, 5.78%)
R - Non-white 41.14%
(34.86%, 47.72%) 		34.12%
(28.62%, 40.06%) 		16.28%
(12.32%, 21.20%) 		8.46%
(5.88%, 12.04%)
Education
D - College Grad 6.14%
(4.98%, 7.54%) 		38.46%
(35.82%, 41.18%) 		46.86%
(44.18%, 49.58%) 		8.54%
(7.08%, 10.28%)
D - Not college grad 26.20%
(23.76%, 28.78%) 		38.96%
(35.84%, 42.20%) 		30.88%
(28.36%, 33.52%) 		3.96%
(3.08%, 5.08%)
R - College Grad 28.82%
(25.84%, 31.98%) 		50.98%
(47.26%, 54.68%) 		14.62%
(11.78%, 17.98%) 		5.60%
(4.18%, 7.46%)
R - Not college grad 41.48%
(38.62%, 44.42%) 		41.92%
(39.16%, 44.70%) 		11.72%
(10.10%, 13.58%) 		4.88%
(3.82%, 6.20%) 
anes %>% tabtemplate1(V201435, "What is present religion of R")
What is present religion of R
Count Pct
-Refused 72 0.88%
-Don’t know 1 0.02%
Protestant 1,928 23.28%
Roman Catholic 1,699 20.52%
Orthodox Christian (such as Greek or Russian Orthodox) 184 2.22%
Latter-Day Saints (LDS) 117 1.42%
Jewish 163 1.96%
Muslim 58 0.70%
Buddhist 53 0.64%
Hindu 47 0.56%
Atheist 345 4.16%
Agnostic 452 5.46%
Something else 1,631 19.70%
Nothing in particular 1,530 18.48%
What is present religion of R
D Voters R Voters
Protestant 17.5% 33.1%
Roman Catholic 20.4% 21.6%
Orthodox Christian (such as Greek or Russian Orthodox) 1.8% 2.9%
Latter-Day Saints (LDS) 0.9% 2.3%
Jewish 2.8% 1.2%
Muslim 0.7% 0.5%
Buddhist 1.0% 0.3%
Hindu 0.9% 0.2%
Atheist 6.7% 1.1%
Agnostic 8.0% 2.0%
Something else 19.3% 20.1%
Nothing in particular 20.1% 14.7%
What is present religion of R
Protestant Roman Catholic Orthodox Christian (such as Greek or Russian Orthodox) Latter-Day Saints (LDS) Jewish Muslim Buddhist Hindu Atheist Agnostic Something else Nothing in particular
Vote Intent
D 17.48%
(15.92%, 19.14%) 		20.36%
(18.74%, 22.08%) 		1.80%
(1.30%, 2.48%) 		0.90%
(0.54%, 1.50%) 		2.78%
(2.12%, 3.62%) 		0.72%
(0.46%, 1.10%) 		0.98%
(0.68%, 1.42%) 		0.90%
(0.54%, 1.48%) 		6.74%
(5.68%, 7.98%) 		8.00%
(6.86%, 9.30%) 		19.32%
(17.66%, 21.10%) 		20.06%
(18.38%, 21.84%)
R 33.14%
(31.14%, 35.20%) 		21.60%
(19.74%, 23.60%) 		2.86%
(2.20%, 3.72%) 		2.28%
(1.70%, 3.02%) 		1.22%
(0.84%, 1.78%) 		0.48%
(0.22%, 1.00%) 		0.32%
(0.18%, 0.58%) 		0.22%
(0.08%, 0.66%) 		1.12%
(0.68%, 1.84%) 		1.96%
(1.42%, 2.70%) 		20.10%
(18.36%, 21.98%) 		14.70%
(13.02%, 16.56%)
Gender
D - Male 16.50%
(14.16%, 19.16%) 		20.52%
(18.14%, 23.12%) 		2.16%
(1.34%, 3.48%) 		1.14%
(0.58%, 2.26%) 		2.82%
(2.00%, 4.00%) 		0.84%
(0.44%, 1.58%) 		1.32%
(0.80%, 2.18%) 		1.10%
(0.60%, 1.96%) 		10.32%
(8.40%, 12.60%) 		8.40%
(6.84%, 10.26%) 		15.58%
(13.00%, 18.56%) 		19.32%
(16.86%, 22.04%)
D - Female 18.36%
(16.24%, 20.70%) 		20.20%
(17.96%, 22.66%) 		1.50%
(0.92%, 2.44%) 		0.72%
(0.34%, 1.50%) 		2.76%
(1.92%, 3.94%) 		0.62%
(0.34%, 1.10%) 		0.68%
(0.42%, 1.12%) 		0.74%
(0.32%, 1.68%) 		3.72%
(2.70%, 5.10%) 		7.74%
(6.24%, 9.58%) 		22.38%
(20.36%, 24.54%) 		20.58%
(18.50%, 22.84%)
R - Male 31.28%
(28.68%, 34.00%) 		21.86%
(19.32%, 24.62%) 		3.36%
(2.20%, 5.06%) 		2.04%
(1.34%, 3.08%) 		1.68%
(1.02%, 2.76%) 		0.36%
(0.14%, 0.92%) 		0.40%
(0.18%, 0.88%) 		0.18%
(0.04%, 0.72%) 		1.10%
(0.66%, 1.82%) 		2.80%
(1.88%, 4.14%) 		17.98%
(15.62%, 20.60%) 		16.98%
(14.50%, 19.78%)
R - Female 35.20%
(32.30%, 38.20%) 		21.48%
(18.82%, 24.42%) 		2.26%
(1.54%, 3.34%) 		2.54%
(1.66%, 3.88%) 		0.72%
(0.38%, 1.38%) 		0.60%
(0.20%, 1.74%) 		0.24%
(0.10%, 0.58%) 		0.28%
(0.06%, 1.26%) 		1.16%
(0.50%, 2.62%) 		1.06%
(0.62%, 1.80%) 		22.40%
(19.86%, 25.16%) 		12.04%
(10.14%, 14.24%)
Age and Gender
D - Male - 18 to 34 11.10%
(7.44%, 16.26%) 		18.04%
(13.22%, 24.12%) 		2.70%
(1.14%, 6.24%) 		1.84%
(0.54%, 6.14%) 		2.46%
(1.32%, 4.54%) 		1.60%
(0.62%, 4.12%) 		1.18%
(0.28%, 4.80%) 		0.28%
(0.04%, 1.92%) 		13.76%
(9.46%, 19.60%) 		11.68%
(7.98%, 16.80%) 		15.24%
(10.76%, 21.14%) 		20.12%
(15.12%, 26.24%)
D - Male - 35 to 54 13.42%
(10.38%, 17.16%) 		17.92%
(13.62%, 23.20%) 		3.94%
(2.08%, 7.30%) 		0.42%
(0.12%, 1.52%) 		0.98%
(0.50%, 1.92%) 		0.18%
(0.04%, 0.92%) 		2.00%
(1.08%, 3.66%) 		1.52%
(0.50%, 4.56%) 		11.94%
(8.74%, 16.12%) 		9.54%
(7.04%, 12.82%) 		16.74%
(12.64%, 21.82%) 		21.40%
(17.58%, 25.82%)
D - Male - 55+ 23.78%
(19.48%, 28.70%) 		25.40%
(21.30%, 29.98%) 		0.12%
(0.02%, 0.82%) 		1.34%
(0.58%, 3.08%) 		4.82%
(3.00%, 7.66%) 		0.90%
(0.34%, 2.30%) 		0.86%
(0.40%, 1.78%) 		0.96%
(0.26%, 3.44%) 		6.46%
(4.42%, 9.32%) 		4.34%
(2.72%, 6.86%) 		14.60%
(11.26%, 18.72%) 		16.44%
(13.02%, 20.58%)
D - Female - 18 to 34 10.40%
(7.54%, 14.16%) 		17.28%
(13.02%, 22.60%) 		2.10%
(1.02%, 4.34%) 		0.70%
(0.22%, 2.22%) 		2.78%
(1.28%, 5.90%) 		1.12%
(0.40%, 3.14%) 		1.06%
(0.42%, 2.68%) 		0.16%
(0.04%, 0.68%) 		7.32%
(4.50%, 11.66%) 		12.26%
(8.62%, 17.16%) 		19.80%
(15.26%, 25.28%) 		25.02%
(19.92%, 30.90%)
D - Female - 35 to 54 13.14%
(10.30%, 16.64%) 		19.90%
(16.48%, 23.84%) 		1.48%
(0.68%, 3.20%) 		1.26%
(0.38%, 4.16%) 		2.66%
(1.18%, 5.92%) 		0.56%
(0.36%, 0.86%) 		0.58%
(0.24%, 1.34%) 		1.42%
(0.44%, 4.50%) 		3.78%
(2.40%, 5.90%) 		6.64%
(4.64%, 9.40%) 		25.58%
(21.76%, 29.82%) 		23.00%
(19.26%, 27.22%)
D - Female - 55+ 27.62%
(23.90%, 31.70%) 		21.76%
(18.42%, 25.52%) 		1.18%
(0.44%, 3.22%) 		0.34%
(0.14%, 0.80%) 		2.64%
(1.78%, 3.88%) 		0.36%
(0.12%, 1.16%) 		0.56%
(0.30%, 1.06%) 		0.56%
(0.20%, 1.58%) 		1.40%
(0.86%, 2.24%) 		6.00%
(4.22%, 8.46%) 		21.28%
(18.34%, 24.56%) 		16.28%
(13.60%, 19.36%)
R - Male - 18 to 34 18.68%
(12.76%, 26.52%) 		22.30%
(17.08%, 28.56%) 		4.62%
(2.22%, 9.36%) 		2.14%
(0.72%, 6.10%) 		0.90%
(0.30%, 2.68%) 		0.52%
(0.08%, 3.66%) 		NA NA 2.34%
(1.02%, 5.32%) 		3.86%
(1.88%, 7.78%) 		19.74%
(14.26%, 26.68%) 		24.90%
(18.36%, 32.84%)
R - Male - 35 to 54 25.70%
(21.40%, 30.52%) 		21.74%
(17.28%, 26.96%) 		4.58%
(2.60%, 7.96%) 		2.38%
(1.24%, 4.52%) 		1.72%
(0.80%, 3.68%) 		0.44%
(0.10%, 1.78%) 		0.72%
(0.24%, 2.10%) 		0.40%
(0.06%, 2.78%) 		1.02%
(0.42%, 2.44%) 		2.86%
(1.46%, 5.48%) 		20.08%
(16.00%, 24.90%) 		18.42%
(14.74%, 22.76%)
R - Male - 55+ 40.94%
(36.62%, 45.40%) 		21.70%
(17.92%, 26.04%) 		1.60%
(0.54%, 4.66%) 		1.72%
(1.00%, 2.96%) 		1.88%
(0.82%, 4.24%) 		0.28%
(0.06%, 1.14%) 		0.40%
(0.12%, 1.32%) 		0.12%
(0.04%, 0.32%) 		0.62%
(0.26%, 1.40%) 		2.38%
(1.18%, 4.70%) 		15.88%
(12.64%, 19.78%) 		12.50%
(9.58%, 16.14%)
R - Female - 18 to 34 19.88%
(13.90%, 27.62%) 		15.86%
(10.32%, 23.58%) 		4.72%
(2.60%, 8.44%) 		3.02%
(0.92%, 9.56%) 		1.12%
(0.22%, 5.26%) 		0.82%
(0.12%, 5.72%) 		0.06%
(0.00%, 0.40%) 		1.08%
(0.14%, 7.34%) 		2.30%
(0.74%, 6.84%) 		1.70%
(0.66%, 4.36%) 		27.46%
(20.88%, 35.20%) 		21.96%
(16.08%, 29.24%)
R - Female - 35 to 54 27.04%
(21.52%, 33.38%) 		24.80%
(19.54%, 30.94%) 		1.90%
(1.14%, 3.14%) 		2.52%
(1.36%, 4.62%) 		0.60%
(0.22%, 1.66%) 		0.58%
(0.14%, 2.44%) 		0.16%
(0.02%, 1.14%) 		0.30%
(0.04%, 2.12%) 		0.80%
(0.26%, 2.38%) 		1.22%
(0.42%, 3.54%) 		26.36%
(21.10%, 32.38%) 		13.72%
(10.42%, 17.86%)
R - Female - 55+ 46.92%
(42.66%, 51.22%) 		20.98%
(18.14%, 24.16%) 		1.38%
(0.56%, 3.44%) 		2.30%
(1.22%, 4.22%) 		0.74%
(0.32%, 1.72%) 		NA 0.40%
(0.14%, 1.12%) 		NA 0.10%
(0.02%, 0.56%) 		0.84%
(0.36%, 1.92%) 		19.08%
(15.80%, 22.86%) 		7.24%
(5.10%, 10.20%)
Race
D - White 20.38%
(18.40%, 22.52%) 		20.12%
(18.14%, 22.26%) 		1.14%
(0.66%, 1.94%) 		1.10%
(0.60%, 2.04%) 		4.26%
(3.20%, 5.66%) 		0.52%
(0.26%, 1.10%) 		0.74%
(0.48%, 1.14%) 		0.02%
(0.00%, 0.14%) 		9.34%
(7.84%, 11.10%) 		9.98%
(8.30%, 11.96%) 		10.80%
(9.30%, 12.50%) 		21.58%
(19.26%, 24.10%)
D - Non-white 14.02%
(11.78%, 16.58%) 		20.64%
(18.10%, 23.46%) 		2.62%
(1.76%, 3.92%) 		0.68%
(0.28%, 1.56%) 		0.98%
(0.48%, 1.98%) 		0.88%
(0.50%, 1.54%) 		1.26%
(0.74%, 2.12%) 		1.98%
(1.20%, 3.28%) 		3.64%
(2.50%, 5.30%) 		5.68%
(4.12%, 7.78%) 		29.58%
(26.34%, 33.04%) 		18.04%
(15.76%, 20.58%)
R - White 36.54%
(34.42%, 38.70%) 		21.38%
(19.38%, 23.52%) 		2.60%
(1.90%, 3.52%) 		2.66%
(1.96%, 3.58%) 		1.28%
(0.86%, 1.92%) 		0.04%
(0.00%, 0.22%) 		0.10%
(0.04%, 0.28%) 		0.00%
(0.00%, 0.06%) 		0.98%
(0.60%, 1.58%) 		2.04%
(1.42%, 2.92%) 		19.10%
(17.12%, 21.26%) 		13.30%
(11.60%, 15.22%)
R - Non-white 18.06%
(14.20%, 22.68%) 		23.08%
(18.24%, 28.74%) 		4.12%
(2.24%, 7.42%) 		0.68%
(0.22%, 2.10%) 		0.98%
(0.36%, 2.56%) 		2.46%
(1.14%, 5.24%) 		1.28%
(0.60%, 2.68%) 		1.22%
(0.42%, 3.50%) 		1.80%
(0.66%, 4.80%) 		1.62%
(0.82%, 3.14%) 		24.82%
(20.08%, 30.24%) 		19.94%
(15.62%, 25.10%)
Education
D - College Grad 20.94%
(18.46%, 23.62%) 		18.78%
(16.56%, 21.22%) 		1.64%
(0.98%, 2.70%) 		0.54%
(0.28%, 1.06%) 		4.60%
(3.52%, 5.98%) 		0.58%
(0.28%, 1.24%) 		1.54%
(1.02%, 2.32%) 		1.62%
(0.96%, 2.74%) 		9.50%
(7.86%, 11.42%) 		9.76%
(8.10%, 11.70%) 		13.04%
(11.24%, 15.08%) 		17.48%
(15.56%, 19.60%)
D - Not college grad 14.72%
(12.80%, 16.86%) 		21.26%
(19.08%, 23.64%) 		1.96%
(1.30%, 2.94%) 		1.22%
(0.64%, 2.30%) 		1.24%
(0.70%, 2.20%) 		0.76%
(0.42%, 1.38%) 		0.54%
(0.24%, 1.24%) 		0.34%
(0.10%, 1.08%) 		4.60%
(3.42%, 6.16%) 		6.62%
(5.24%, 8.34%) 		24.48%
(21.86%, 27.34%) 		22.24%
(19.70%, 25.00%)
R - College Grad 41.52%
(38.04%, 45.08%) 		25.18%
(22.10%, 28.52%) 		1.64%
(0.88%, 3.04%) 		2.30%
(1.58%, 3.36%) 		1.56%
(0.74%, 3.28%) 		0.80%
(0.32%, 2.00%) 		0.58%
(0.24%, 1.40%) 		0.26%
(0.04%, 1.34%) 		1.14%
(0.56%, 2.28%) 		2.90%
(1.70%, 4.90%) 		13.06%
(10.50%, 16.16%) 		9.06%
(7.22%, 11.34%)
R - Not college grad 29.68%
(27.30%, 32.20%) 		20.02%
(17.96%, 22.24%) 		3.46%
(2.54%, 4.68%) 		2.32%
(1.58%, 3.36%) 		1.10%
(0.68%, 1.76%) 		0.34%
(0.10%, 1.12%) 		0.22%
(0.10%, 0.48%) 		0.22%
(0.06%, 0.86%) 		1.14%
(0.62%, 2.10%) 		1.60%
(1.08%, 2.36%) 		22.98%
(20.92%, 25.18%) 		16.94%
(14.86%, 19.22%) 
anes %>% tabtemplate1(V201436, "If R has no particular religion does R mean atheist or agnostic")
If R has no particular religion does R mean atheist or agnostic
Count Pct
-Refused 5 0.06%
-Inapplicable 6,750 81.52%
Atheist 35 0.42%
Agnostic 108 1.30%
Christian 508 6.12%
Nothing in particular 874 10.56%
If R has no particular religion does R mean atheist or agnostic
D Voters R Voters
Atheist 3.5% 1.1%
Agnostic 9.8% 4.6%
Christian 30.8% 43.6%
Nothing in particular 55.9% 50.7%
If R has no particular religion does R mean atheist or agnostic
Atheist Agnostic Christian Nothing in particular
Vote Intent
D 3.50%
(2.30%, 5.28%) 		9.76%
(7.26%, 13.04%) 		30.82%
(26.26%, 35.78%) 		55.92%
(50.38%, 61.30%)
R 1.10%
(0.46%, 2.58%) 		4.64%
(2.52%, 8.36%) 		43.58%
(37.78%, 49.56%) 		50.68%
(44.86%, 56.50%)
Gender
D - Male 4.24%
(2.12%, 8.36%) 		9.28%
(5.76%, 14.66%) 		22.80%
(16.28%, 30.94%) 		63.66%
(55.28%, 71.30%)
D - Female 2.96%
(1.84%, 4.74%) 		10.26%
(7.12%, 14.58%) 		36.76%
(30.66%, 43.32%) 		50.02%
(43.22%, 56.80%)
R - Male 1.38%
(0.50%, 3.82%) 		7.14%
(3.82%, 12.94%) 		38.86%
(31.42%, 46.84%) 		52.62%
(44.90%, 60.24%)
R - Female 0.70%
(0.16%, 2.90%) 		1.00%
(0.14%, 6.90%) 		49.36%
(40.04%, 58.72%) 		48.94%
(39.48%, 58.48%)
Age and Gender
D - Male - 18 to 34 6.64%
(1.98%, 19.98%) 		9.06%
(3.84%, 19.92%) 		23.60%
(11.98%, 41.24%) 		60.70%
(44.66%, 74.72%)
D - Male - 35 to 54 1.92%
(0.68%, 5.38%) 		6.32%
(2.98%, 12.90%) 		21.88%
(14.22%, 32.14%) 		69.88%
(58.92%, 78.96%)
D - Male - 55+ 4.30%
(1.22%, 14.04%) 		12.50%
(5.14%, 27.32%) 		24.06%
(15.68%, 35.04%) 		59.16%
(45.96%, 71.14%)
D - Female - 18 to 34 4.02%
(1.70%, 9.26%) 		8.92%
(4.50%, 16.88%) 		38.96%
(27.28%, 52.04%) 		48.10%
(36.20%, 60.24%)
D - Female - 35 to 54 2.70%
(1.40%, 5.18%) 		17.18%
(10.84%, 26.12%) 		33.18%
(25.08%, 42.40%) 		46.96%
(36.68%, 57.48%)
D - Female - 55+ 2.18%
(0.82%, 5.72%) 		3.60%
(1.32%, 9.44%) 		38.88%
(29.36%, 49.34%) 		55.32%
(44.88%, 65.32%)
R - Male - 18 to 34 1.30%
(0.18%, 9.12%) 		5.26%
(1.66%, 15.40%) 		41.06%
(26.92%, 56.82%) 		52.38%
(38.64%, 65.80%)
R - Male - 35 to 54 1.82%
(0.36%, 8.82%) 		5.66%
(2.60%, 11.84%) 		31.56%
(20.72%, 44.84%) 		60.98%
(47.88%, 72.66%)
R - Male - 55+ 0.96%
(0.12%, 6.66%) 		10.88%
(3.72%, 27.82%) 		42.40%
(30.28%, 55.48%) 		45.78%
(33.30%, 58.82%)
R - Female - 18 to 34 NA NA 43.42%
(28.44%, 59.70%) 		56.58%
(40.30%, 71.56%)
R - Female - 35 to 54 0.72%
(0.10%, 5.04%) 		NA 49.62%
(33.76%, 65.56%) 		49.66%
(33.84%, 65.54%)
R - Female - 55+ 1.62%
(0.22%, 10.92%) 		NA 58.66%
(40.18%, 75.00%) 		39.72%
(23.46%, 58.62%)
Race
D - White 3.94%
(2.34%, 6.58%) 		13.84%
(10.00%, 18.84%) 		29.10%
(24.12%, 34.64%) 		53.12%
(46.76%, 59.38%)
D - Non-white 2.88%
(1.30%, 6.22%) 		3.96%
(2.06%, 7.46%) 		33.40%
(25.90%, 41.84%) 		59.78%
(51.86%, 67.22%)
R - White 0.66%
(0.16%, 2.50%) 		3.86%
(2.08%, 7.04%) 		50.70%
(44.10%, 57.28%) 		44.78%
(38.14%, 51.60%)
R - Non-white 2.50%
(0.84%, 7.26%) 		7.26%
(2.06%, 22.52%) 		22.16%
(13.48%, 34.18%) 		68.10%
(54.78%, 78.98%)
Education
D - College Grad 4.32%
(2.70%, 6.82%) 		15.62%
(10.80%, 22.06%) 		21.32%
(16.14%, 27.62%) 		58.74%
(51.48%, 65.66%)
D - Not college grad 3.04%
(1.48%, 6.12%) 		6.12%
(3.74%, 9.86%) 		36.28%
(29.72%, 43.40%) 		54.56%
(47.38%, 61.54%)
R - College Grad 1.68%
(0.42%, 6.30%) 		12.60%
(4.78%, 29.28%) 		30.16%
(21.54%, 40.48%) 		55.56%
(44.02%, 66.52%)
R - Not college grad 1.00%
(0.34%, 2.84%) 		2.92%
(1.50%, 5.68%) 		47.82%
(41.22%, 54.50%) 		48.26%
(41.88%, 54.70%) 
anes %>% tabtemplate1(V201452, "Ever attend church or religious services")
Ever attend church or religious services
Count Pct
-Refused 44 0.52%
-Don’t know 2 0.02%
Yes 3,956 47.78%
No 4,279 51.68%
Ever attend church or religious services
D Voters R Voters
Yes 40.4% 58.9%
No 59.6% 41.1%
Ever attend church or religious services
Yes No
Vote Intent
D 40.36%
(38.40%, 42.34%) 		59.64%
(57.66%, 61.60%)
R 58.92%
(56.70%, 61.12%) 		41.08%
(38.88%, 43.30%)
Gender
D - Male 37.96%
(34.78%, 41.26%) 		62.04%
(58.74%, 65.22%)
D - Female 42.28%
(39.50%, 45.08%) 		57.72%
(54.92%, 60.50%)
R - Male 55.30%
(52.08%, 58.48%) 		44.70%
(41.52%, 47.92%)
R - Female 62.84%
(59.68%, 65.88%) 		37.16%
(34.12%, 40.32%)
Age and Gender
D - Male - 18 to 34 32.82%
(26.64%, 39.64%) 		67.18%
(60.36%, 73.36%)
D - Male - 35 to 54 34.02%
(29.00%, 39.44%) 		65.98%
(60.56%, 71.00%)
D - Male - 55+ 45.28%
(39.94%, 50.72%) 		54.72%
(49.28%, 60.06%)
D - Female - 18 to 34 32.26%
(26.60%, 38.48%) 		67.74%
(61.52%, 73.40%)
D - Female - 35 to 54 40.90%
(36.70%, 45.24%) 		59.10%
(54.76%, 63.30%)
D - Female - 55+ 49.32%
(44.88%, 53.78%) 		50.68%
(46.22%, 55.12%)
R - Male - 18 to 34 43.10%
(35.68%, 50.86%) 		56.90%
(49.14%, 64.32%)
R - Male - 35 to 54 57.08%
(51.12%, 62.86%) 		42.92%
(37.14%, 48.88%)
R - Male - 55+ 59.20%
(54.80%, 63.48%) 		40.80%
(36.52%, 45.20%)
R - Female - 18 to 34 58.90%
(50.10%, 67.16%) 		41.10%
(32.84%, 49.90%)
R - Female - 35 to 54 60.32%
(54.56%, 65.80%) 		39.68%
(34.20%, 45.44%)
R - Female - 55+ 66.02%
(61.46%, 70.30%) 		33.98%
(29.70%, 38.54%)
Race
D - White 31.30%
(28.92%, 33.76%) 		68.70%
(66.24%, 71.08%)
D - Non-white 51.46%
(48.38%, 54.54%) 		48.54%
(45.46%, 51.62%)
R - White 59.46%
(57.04%, 61.84%) 		40.54%
(38.16%, 42.96%)
R - Non-white 56.38%
(50.02%, 62.54%) 		43.62%
(37.46%, 49.98%)
Education
D - College Grad 37.10%
(34.38%, 39.92%) 		62.90%
(60.08%, 65.62%)
D - Not college grad 42.84%
(40.04%, 45.68%) 		57.16%
(54.32%, 59.96%)
R - College Grad 64.30%
(60.30%, 68.12%) 		35.70%
(31.88%, 39.70%)
R - Not college grad 56.38%
(53.72%, 59.00%) 		43.62%
(41.00%, 46.28%) 
anes %>% tabtemplate1(V201459, "Does R consider self a religious fundamentalist or evangelical")
Does R consider self a religious fundamentalist or evangelical
Count Pct
-Refused 78 0.94%
-Don’t know 13 0.16%
-Inapplicable 1,013 12.24%
Fundamentalist 447 5.40%
Evangelical 820 9.90%
Both 534 6.46%
Neither 5,374 64.90%
Does R consider self a religious fundamentalist or evangelical
D Voters R Voters
Fundamentalist 5.1% 8.0%
Evangelical 6.8% 17.3%
Both 4.8% 10.1%
Neither 83.3% 64.6%
Does R consider self a religious fundamentalist or evangelical
Fundamentalist Evangelical Both Neither
Vote Intent
D 5.08%
(4.08%, 6.32%) 		6.76%
(5.72%, 7.96%) 		4.84%
(3.90%, 6.00%) 		83.32%
(81.40%, 85.08%)
R 8.02%
(6.78%, 9.44%) 		17.30%
(15.50%, 19.28%) 		10.12%
(8.80%, 11.62%) 		64.56%
(62.26%, 66.80%)
Gender
D - Male 6.26%
(4.72%, 8.24%) 		6.86%
(5.28%, 8.90%) 		4.62%
(3.32%, 6.40%) 		82.26%
(79.46%, 84.74%)
D - Female 4.20%
(3.06%, 5.74%) 		6.68%
(5.30%, 8.40%) 		5.00%
(3.80%, 6.54%) 		84.12%
(81.62%, 86.32%)
R - Male 9.42%
(7.54%, 11.70%) 		17.16%
(14.96%, 19.62%) 		10.14%
(8.32%, 12.28%) 		63.30%
(60.18%, 66.30%)
R - Female 6.44%
(4.84%, 8.52%) 		17.46%
(14.88%, 20.36%) 		10.06%
(8.60%, 11.74%) 		66.06%
(62.68%, 69.26%)
Age and Gender
D - Male - 18 to 34 4.82%
(2.42%, 9.36%) 		4.62%
(2.58%, 8.08%) 		7.18%
(3.74%, 13.30%) 		83.40%
(76.80%, 88.40%)
D - Male - 35 to 54 7.52%
(4.58%, 12.10%) 		7.02%
(4.46%, 10.86%) 		3.94%
(2.14%, 7.14%) 		81.54%
(75.74%, 86.20%)
D - Male - 55+ 5.10%
(3.20%, 8.04%) 		8.44%
(5.74%, 12.26%) 		3.76%
(2.34%, 6.00%) 		82.70%
(78.32%, 86.34%)
D - Female - 18 to 34 3.76%
(2.00%, 6.96%) 		7.50%
(4.44%, 12.36%) 		5.60%
(2.98%, 10.28%) 		83.16%
(77.02%, 87.92%)
D - Female - 35 to 54 5.22%
(3.22%, 8.34%) 		5.02%
(3.46%, 7.24%) 		4.70%
(3.14%, 6.98%) 		85.06%
(81.10%, 88.32%)
D - Female - 55+ 3.80%
(2.38%, 6.00%) 		7.40%
(5.34%, 10.20%) 		5.00%
(3.66%, 6.80%) 		83.80%
(80.44%, 86.66%)
R - Male - 18 to 34 7.28%
(4.06%, 12.74%) 		15.78%
(10.50%, 23.04%) 		9.88%
(5.64%, 16.74%) 		67.06%
(58.42%, 74.68%)
R - Male - 35 to 54 8.40%
(5.56%, 12.50%) 		13.44%
(10.20%, 17.54%) 		8.26%
(5.48%, 12.32%) 		69.88%
(64.40%, 74.86%)
R - Male - 55+ 11.00%
(8.32%, 14.42%) 		20.20%
(16.76%, 24.16%) 		11.64%
(9.28%, 14.50%) 		57.16%
(52.96%, 61.24%)
R - Female - 18 to 34 6.82%
(4.06%, 11.24%) 		14.12%
(8.62%, 22.30%) 		6.36%
(3.46%, 11.40%) 		72.70%
(64.76%, 79.42%)
R - Female - 35 to 54 4.96%
(2.48%, 9.70%) 		18.90%
(14.32%, 24.52%) 		8.00%
(5.80%, 10.96%) 		68.14%
(61.56%, 74.08%)
R - Female - 55+ 7.64%
(5.22%, 11.02%) 		18.36%
(15.16%, 22.04%) 		12.88%
(10.58%, 15.60%) 		61.12%
(56.84%, 65.24%)
Race
D - White 4.42%
(3.26%, 5.98%) 		5.36%
(4.32%, 6.66%) 		3.34%
(2.50%, 4.48%) 		86.86%
(84.94%, 88.56%)
D - Non-white 5.86%
(4.36%, 7.84%) 		8.22%
(6.36%, 10.52%) 		6.44%
(4.76%, 8.64%) 		79.50%
(76.16%, 82.48%)
R - White 8.56%
(7.16%, 10.22%) 		17.52%
(15.60%, 19.62%) 		10.06%
(8.72%, 11.58%) 		63.86%
(61.40%, 66.22%)
R - Non-white 5.78%
(3.46%, 9.52%) 		16.66%
(12.42%, 22.00%) 		10.28%
(7.22%, 14.42%) 		67.28%
(61.78%, 72.34%)
Education
D - College Grad 4.02%
(2.78%, 5.80%) 		5.34%
(4.14%, 6.90%) 		2.26%
(1.52%, 3.34%) 		88.36%
(86.06%, 90.34%)
D - Not college grad 5.84%
(4.52%, 7.50%) 		7.84%
(6.34%, 9.64%) 		6.80%
(5.32%, 8.66%) 		79.54%
(76.80%, 82.02%)
R - College Grad 8.34%
(6.40%, 10.78%) 		18.10%
(15.38%, 21.20%) 		10.06%
(8.08%, 12.44%) 		63.50%
(59.38%, 67.44%)
R - Not college grad 7.94%
(6.44%, 9.74%) 		16.94%
(14.68%, 19.46%) 		10.20%
(8.62%, 12.06%) 		64.92%
(62.12%, 67.60%) 
anes %>% tabtemplate1(V201462, "Religious identification")
Religious identification
Count Pct
-Refused 113 1.36%
-Don’t know 6 0.08%
Charismatic/Pentecostal 378 4.56%
Traditional 2,764 33.38%
Mainline 198 2.40%
Progressive 567 6.84%
Non-traditional believer 441 5.32%
Secular 343 4.14%
Spiritual but not religious 1,838 22.20%
None of the above 1,631 19.70%
Religious identification
D Voters R Voters
Charismatic/Pentecostal 3.6% 6.1%
Traditional 24.4% 48.4%
Mainline 2.4% 2.4%
Progressive 10.5% 3.3%
Non-traditional believer 5.2% 5.6%
Secular 6.8% 1.3%
Spiritual but not religious 27.0% 16.6%
None of the above 20.2% 16.3%
Religious identification
Charismatic/Pentecostal Traditional Mainline Progressive Non-traditional believer Secular Spiritual but not religious None of the above
Vote Intent
D 3.60%
(2.90%, 4.46%) 		24.44%
(22.72%, 26.26%) 		2.38%
(1.74%, 3.24%) 		10.46%
(9.12%, 11.96%) 		5.22%
(4.28%, 6.32%) 		6.78%
(5.70%, 8.02%) 		26.96%
(25.16%, 28.82%) 		20.18%
(18.26%, 22.24%)
R 6.06%
(5.04%, 7.28%) 		48.36%
(45.90%, 50.84%) 		2.42%
(1.78%, 3.24%) 		3.34%
(2.60%, 4.28%) 		5.58%
(4.52%, 6.90%) 		1.32%
(0.90%, 1.96%) 		16.56%
(14.92%, 18.36%) 		16.34%
(14.56%, 18.30%)
Gender
D - Male 3.88%
(2.78%, 5.42%) 		22.76%
(20.12%, 25.62%) 		2.72%
(1.72%, 4.30%) 		9.12%
(7.26%, 11.42%) 		4.74%
(3.42%, 6.56%) 		10.06%
(8.16%, 12.36%) 		24.58%
(21.92%, 27.44%) 		22.10%
(19.24%, 25.28%)
D - Female 3.40%
(2.56%, 4.50%) 		25.98%
(23.62%, 28.48%) 		2.06%
(1.36%, 3.14%) 		11.62%
(9.80%, 13.70%) 		5.58%
(4.46%, 6.98%) 		4.10%
(3.10%, 5.40%) 		28.96%
(26.66%, 31.36%) 		18.30%
(16.18%, 20.64%)
R - Male 5.44%
(4.18%, 7.06%) 		46.32%
(42.92%, 49.78%) 		2.98%
(2.04%, 4.32%) 		2.86%
(1.98%, 4.10%) 		5.74%
(4.46%, 7.38%) 		2.00%
(1.24%, 3.24%) 		15.36%
(13.18%, 17.84%) 		19.26%
(16.60%, 22.26%)
R - Female 6.68%
(5.14%, 8.64%) 		50.70%
(47.52%, 53.90%) 		1.74%
(1.04%, 2.90%) 		3.88%
(2.78%, 5.38%) 		5.38%
(3.94%, 7.34%) 		0.60%
(0.30%, 1.22%) 		17.78%
(15.44%, 20.38%) 		13.22%
(11.14%, 15.62%)
Age and Gender
D - Male - 18 to 34 3.06%
(1.62%, 5.70%) 		17.52%
(12.60%, 23.86%) 		1.78%
(0.52%, 5.84%) 		13.88%
(9.54%, 19.74%) 		4.76%
(2.34%, 9.46%) 		9.26%
(6.08%, 13.84%) 		20.34%
(15.62%, 26.06%) 		29.40%
(23.10%, 36.60%)
D - Male - 35 to 54 4.72%
(2.58%, 8.42%) 		19.52%
(15.30%, 24.56%) 		2.34%
(0.96%, 5.62%) 		8.22%
(5.48%, 12.16%) 		4.90%
(3.24%, 7.38%) 		11.40%
(7.98%, 16.04%) 		27.72%
(23.34%, 32.60%) 		21.16%
(17.08%, 25.92%)
D - Male - 55+ 3.68%
(2.22%, 6.04%) 		30.26%
(26.04%, 34.82%) 		4.00%
(2.26%, 6.96%) 		6.68%
(4.64%, 9.52%) 		4.34%
(2.64%, 7.08%) 		9.70%
(7.10%, 13.14%) 		24.18%
(20.16%, 28.70%) 		17.18%
(13.34%, 21.82%)
D - Female - 18 to 34 3.14%
(1.72%, 5.66%) 		15.90%
(11.80%, 21.12%) 		1.82%
(0.82%, 3.96%) 		15.98%
(12.00%, 20.98%) 		7.62%
(4.92%, 11.62%) 		4.36%
(2.54%, 7.38%) 		25.72%
(21.24%, 30.80%) 		25.46%
(20.72%, 30.86%)
D - Female - 35 to 54 3.88%
(2.42%, 6.16%) 		22.16%
(18.56%, 26.24%) 		2.24%
(1.06%, 4.64%) 		11.50%
(8.34%, 15.68%) 		6.44%
(4.42%, 9.32%) 		2.88%
(1.88%, 4.40%) 		32.08%
(27.78%, 36.70%) 		18.80%
(15.62%, 22.48%)
D - Female - 55+ 3.34%
(2.08%, 5.30%) 		35.04%
(31.02%, 39.28%) 		2.20%
(1.32%, 3.62%) 		9.16%
(7.16%, 11.64%) 		3.70%
(2.58%, 5.26%) 		4.54%
(2.94%, 6.96%) 		29.00%
(25.66%, 32.58%) 		13.02%
(10.72%, 15.76%)
R - Male - 18 to 34 5.76%
(3.10%, 10.48%) 		35.52%
(28.26%, 43.52%) 		1.62%
(0.46%, 5.54%) 		3.78%
(1.72%, 8.14%) 		8.54%
(5.16%, 13.80%) 		1.60%
(0.72%, 3.52%) 		14.92%
(10.32%, 21.08%) 		28.28%
(21.82%, 35.78%)
R - Male - 35 to 54 3.64%
(2.40%, 5.48%) 		46.42%
(41.04%, 51.88%) 		2.90%
(1.32%, 6.22%) 		3.78%
(2.38%, 5.98%) 		5.16%
(3.28%, 8.06%) 		2.42%
(1.12%, 5.18%) 		16.44%
(12.46%, 21.40%) 		19.22%
(14.98%, 24.30%)
R - Male - 55+ 6.38%
(4.40%, 9.16%) 		51.10%
(46.48%, 55.70%) 		3.90%
(2.54%, 5.90%) 		1.58%
(0.72%, 3.50%) 		4.78%
(3.38%, 6.70%) 		2.04%
(0.94%, 4.42%) 		15.04%
(12.30%, 18.26%) 		15.18%
(12.28%, 18.64%)
R - Female - 18 to 34 2.94%
(1.48%, 5.74%) 		37.00%
(28.48%, 46.40%) 		2.32%
(0.50%, 9.92%) 		6.82%
(3.78%, 12.00%) 		8.24%
(4.38%, 14.92%) 		0.70%
(0.10%, 4.94%) 		20.18%
(15.00%, 26.60%) 		21.82%
(15.36%, 30.02%)
R - Female - 35 to 54 8.30%
(5.46%, 12.40%) 		47.50%
(41.84%, 53.22%) 		0.62%
(0.22%, 1.72%) 		3.58%
(1.98%, 6.36%) 		4.80%
(2.76%, 8.22%) 		0.26%
(0.06%, 1.10%) 		20.70%
(15.98%, 26.36%) 		14.24%
(10.62%, 18.86%)
R - Female - 55+ 7.44%
(5.14%, 10.68%) 		59.44%
(54.68%, 64.04%) 		2.40%
(1.38%, 4.18%) 		3.28%
(1.92%, 5.54%) 		5.06%
(3.12%, 8.08%) 		0.42%
(0.18%, 0.96%) 		14.22%
(11.28%, 17.80%) 		7.74%
(5.86%, 10.16%)
Race
D - White 1.16%
(0.80%, 1.72%) 		19.24%
(17.26%, 21.38%) 		2.38%
(1.66%, 3.42%) 		11.60%
(9.94%, 13.50%) 		5.12%
(3.90%, 6.70%) 		9.56%
(8.02%, 11.36%) 		30.70%
(28.38%, 33.10%) 		20.22%
(17.80%, 22.88%)
D - Non-white 6.58%
(5.24%, 8.24%) 		31.04%
(27.80%, 34.48%) 		2.40%
(1.52%, 3.80%) 		9.18%
(7.32%, 11.46%) 		5.12%
(3.82%, 6.82%) 		3.44%
(2.28%, 5.14%) 		22.28%
(19.64%, 25.16%) 		19.94%
(17.26%, 22.92%)
R - White 5.82%
(4.78%, 7.06%) 		51.10%
(48.36%, 53.84%) 		2.40%
(1.78%, 3.24%) 		3.16%
(2.32%, 4.30%) 		5.54%
(4.38%, 7.00%) 		0.78%
(0.48%, 1.24%) 		16.10%
(14.38%, 18.02%) 		15.08%
(13.32%, 17.00%)
R - Non-white 7.08%
(4.60%, 10.74%) 		36.62%
(31.38%, 42.20%) 		2.30%
(0.90%, 5.80%) 		4.18%
(2.72%, 6.38%) 		5.90%
(3.66%, 9.40%) 		3.78%
(1.98%, 7.08%) 		18.56%
(14.40%, 23.62%) 		21.56%
(16.82%, 27.22%)
Education
D - College Grad 2.50%
(1.76%, 3.58%) 		17.72%
(15.72%, 19.92%) 		2.74%
(1.72%, 4.34%) 		13.84%
(11.64%, 16.42%) 		4.40%
(3.36%, 5.74%) 		10.50%
(8.80%, 12.48%) 		30.32%
(27.66%, 33.10%) 		17.98%
(15.62%, 20.60%)
D - Not college grad 4.44%
(3.42%, 5.74%) 		30.06%
(27.42%, 32.82%) 		2.14%
(1.40%, 3.26%) 		7.38%
(5.86%, 9.26%) 		5.86%
(4.54%, 7.50%) 		3.70%
(2.56%, 5.34%) 		24.40%
(21.80%, 27.22%) 		22.00%
(19.26%, 25.02%)
R - College Grad 4.92%
(3.60%, 6.72%) 		50.84%
(46.98%, 54.70%) 		4.48%
(3.28%, 6.08%) 		4.14%
(2.74%, 6.18%) 		5.70%
(3.88%, 8.30%) 		2.06%
(1.06%, 3.90%) 		15.42%
(12.98%, 18.22%) 		12.44%
(10.28%, 14.98%)
R - Not college grad 6.32%
(5.02%, 7.94%) 		47.68%
(44.70%, 50.66%) 		1.56%
(0.92%, 2.62%) 		2.98%
(2.18%, 4.06%) 		5.32%
(4.14%, 6.82%) 		1.04%
(0.62%, 1.74%) 		17.10%
(14.94%, 19.50%) 		18.02%
(15.68%, 20.62%)

Survey meta-questions

anes %>% tabtemplate1(V201649, "R rating of interview")
R rating of interview
Count Pct
-Refused 19 0.22%
-Interview breakoff (sufficient partial IW) 119 1.44%
Liked a great deal 1,289 15.56%
Liked a moderate amount 1,917 23.14%
Liked a little 1,146 13.84%
Neither liked nor disliked 2,616 31.60%
Disliked a little 706 8.52%
Disliked a moderate amount 275 3.32%
Disliked a great deal 193 2.34%
R rating of interview
D Voters R Voters
Liked a great deal 18.1% 13.7%
Liked a moderate amount 26.9% 21.8%
Liked a little 14.1% 14.3%
Neither liked nor disliked 28.9% 34.8%
Disliked a little 7.5% 9.9%
Disliked a moderate amount 2.9% 3.2%
Disliked a great deal 1.6% 2.4%
R rating of interview
Liked a great deal Liked a moderate amount Liked a little Neither liked nor disliked Disliked a little Disliked a moderate amount Disliked a great deal
Vote Intent
D 18.06%
(16.54%, 19.70%) 		26.86%
(25.18%, 28.60%) 		14.14%
(12.70%, 15.74%) 		28.90%
(26.96%, 30.90%) 		7.54%
(6.56%, 8.62%) 		2.94%
(2.32%, 3.74%) 		1.56%
(1.10%, 2.18%)
R 13.70%
(12.16%, 15.40%) 		21.78%
(19.90%, 23.80%) 		14.30%
(12.64%, 16.16%) 		34.76%
(32.38%, 37.22%) 		9.86%
(8.50%, 11.40%) 		3.16%
(2.52%, 3.96%) 		2.42%
(1.80%, 3.22%)
Gender
D - Male 18.82%
(16.48%, 21.42%) 		28.12%
(25.32%, 31.10%) 		15.46%
(13.38%, 17.82%) 		27.28%
(24.54%, 30.20%) 		6.88%
(5.42%, 8.70%) 		1.98%
(1.24%, 3.18%) 		1.44%
(0.90%, 2.26%)
D - Female 17.50%
(15.46%, 19.74%) 		25.96%
(23.78%, 28.28%) 		13.00%
(11.30%, 14.92%) 		30.12%
(27.52%, 32.86%) 		8.00%
(6.66%, 9.56%) 		3.76%
(2.72%, 5.14%) 		1.66%
(1.02%, 2.72%)
R - Male 13.28%
(11.44%, 15.36%) 		22.08%
(19.18%, 25.28%) 		15.56%
(13.32%, 18.10%) 		32.90%
(30.08%, 35.84%) 		10.14%
(8.28%, 12.34%) 		3.14%
(2.28%, 4.32%) 		2.92%
(2.02%, 4.20%)
R - Female 14.26%
(12.08%, 16.76%) 		21.50%
(18.94%, 24.32%) 		13.02%
(10.76%, 15.66%) 		36.70%
(33.20%, 40.34%) 		9.60%
(7.78%, 11.82%) 		3.04%
(2.24%, 4.10%) 		1.88%
(1.32%, 2.70%)
Age and Gender
D - Male - 18 to 34 12.68%
(8.94%, 17.66%) 		27.30%
(21.64%, 33.80%) 		20.46%
(15.32%, 26.74%) 		25.18%
(19.46%, 31.90%) 		9.94%
(6.64%, 14.62%) 		1.70%
(0.60%, 4.78%) 		2.76%
(1.40%, 5.36%)
D - Male - 35 to 54 21.84%
(17.80%, 26.48%) 		25.60%
(21.06%, 30.74%) 		14.42%
(11.50%, 17.92%) 		29.62%
(25.00%, 34.70%) 		5.88%
(3.84%, 8.92%) 		1.86%
(0.70%, 4.76%) 		0.80%
(0.30%, 2.08%)
D - Male - 55+ 21.38%
(17.74%, 25.52%) 		32.14%
(27.62%, 37.00%) 		12.92%
(10.16%, 16.28%) 		24.98%
(20.98%, 29.42%) 		5.34%
(3.46%, 8.16%) 		2.34%
(1.08%, 5.04%) 		0.92%
(0.38%, 2.24%)
D - Female - 18 to 34 16.66%
(12.94%, 21.16%) 		24.66%
(19.72%, 30.36%) 		12.78%
(9.66%, 16.70%) 		31.72%
(26.42%, 37.54%) 		6.74%
(4.54%, 9.88%) 		5.80%
(3.38%, 9.80%) 		1.66%
(0.54%, 4.90%)
D - Female - 35 to 54 17.72%
(14.48%, 21.50%) 		24.96%
(21.22%, 29.10%) 		14.22%
(11.10%, 18.04%) 		31.62%
(26.98%, 36.66%) 		9.00%
(6.52%, 12.28%) 		2.24%
(1.22%, 4.06%) 		0.24%
(0.06%, 1.00%)
D - Female - 55+ 18.54%
(15.30%, 22.26%) 		28.42%
(24.88%, 32.24%) 		12.02%
(9.28%, 15.42%) 		27.48%
(23.84%, 31.44%) 		7.70%
(5.88%, 10.02%) 		3.02%
(1.84%, 4.96%) 		2.84%
(1.60%, 4.98%)
R - Male - 18 to 34 9.18%
(5.96%, 13.90%) 		18.60%
(12.74%, 26.36%) 		21.70%
(16.14%, 28.54%) 		30.96%
(24.36%, 38.42%) 		10.36%
(6.64%, 15.80%) 		3.02%
(1.60%, 5.60%) 		6.18%
(3.28%, 11.40%)
R - Male - 35 to 54 13.04%
(9.80%, 17.12%) 		23.12%
(18.24%, 28.86%) 		15.68%
(11.96%, 20.30%) 		33.90%
(29.04%, 39.14%) 		10.20%
(7.08%, 14.46%) 		2.64%
(1.48%, 4.68%) 		1.42%
(0.66%, 3.06%)
R - Male - 55+ 15.70%
(12.78%, 19.12%) 		23.90%
(20.28%, 27.94%) 		12.78%
(9.96%, 16.24%) 		32.68%
(28.54%, 37.10%) 		9.34%
(7.30%, 11.88%) 		3.34%
(1.98%, 5.56%) 		2.28%
(1.20%, 4.28%)
R - Female - 18 to 34 12.50%
(8.22%, 18.56%) 		19.10%
(13.04%, 27.10%) 		14.80%
(10.18%, 21.04%) 		36.16%
(28.44%, 44.68%) 		10.90%
(6.24%, 18.34%) 		3.42%
(1.80%, 6.38%) 		3.12%
(1.46%, 6.56%)
R - Female - 35 to 54 14.54%
(10.78%, 19.30%) 		20.96%
(16.54%, 26.20%) 		15.64%
(11.66%, 20.64%) 		36.30%
(30.88%, 42.06%) 		8.10%
(5.66%, 11.46%) 		2.78%
(1.52%, 5.00%) 		1.70%
(0.96%, 3.00%)
R - Female - 55+ 15.70%
(12.42%, 19.68%) 		22.04%
(18.50%, 26.04%) 		10.58%
(7.90%, 14.02%) 		38.30%
(33.78%, 43.02%) 		9.22%
(7.02%, 12.06%) 		2.64%
(1.54%, 4.46%) 		1.52%
(0.74%, 3.06%)
Race
D - White 17.08%
(15.24%, 19.10%) 		29.76%
(27.64%, 31.96%) 		13.80%
(12.12%, 15.66%) 		27.56%
(25.24%, 30.00%) 		8.08%
(6.70%, 9.72%) 		2.78%
(1.90%, 4.04%) 		0.96%
(0.52%, 1.76%)
D - Non-white 19.30%
(16.84%, 22.04%) 		23.52%
(20.60%, 26.72%) 		14.78%
(12.36%, 17.56%) 		30.42%
(27.18%, 33.88%) 		6.76%
(5.20%, 8.74%) 		2.94%
(2.04%, 4.24%) 		2.26%
(1.48%, 3.48%)
R - White 12.90%
(11.20%, 14.82%) 		21.94%
(20.00%, 24.00%) 		13.96%
(12.20%, 15.92%) 		35.40%
(32.84%, 38.04%) 		10.22%
(8.72%, 11.94%) 		3.10%
(2.36%, 4.02%) 		2.50%
(1.82%, 3.44%)
R - Non-white 17.84%
(14.02%, 22.46%) 		21.36%
(16.44%, 27.26%) 		16.42%
(12.18%, 21.76%) 		31.36%
(26.08%, 37.18%) 		7.88%
(5.32%, 11.52%) 		3.14%
(1.68%, 5.80%) 		2.00%
(1.04%, 3.80%)
Education
D - College Grad 16.32%
(14.20%, 18.70%) 		29.18%
(26.64%, 31.86%) 		13.64%
(11.96%, 15.54%) 		29.62%
(27.12%, 32.26%) 		7.28%
(6.04%, 8.72%) 		2.80%
(1.88%, 4.16%) 		1.14%
(0.62%, 2.10%)
D - Not college grad 19.48%
(17.12%, 22.10%) 		24.84%
(22.28%, 27.58%) 		14.50%
(12.30%, 17.02%) 		28.46%
(25.50%, 31.62%) 		7.66%
(6.26%, 9.34%) 		3.14%
(2.30%, 4.26%) 		1.94%
(1.24%, 2.98%)
R - College Grad 11.72%
(9.50%, 14.40%) 		26.14%
(22.90%, 29.66%) 		13.92%
(11.32%, 17.02%) 		33.40%
(29.80%, 37.20%) 		9.96%
(7.86%, 12.52%) 		3.44%
(2.38%, 4.94%) 		1.42%
(0.82%, 2.44%)
R - Not college grad 14.20%
(12.48%, 16.12%) 		19.64%
(17.34%, 22.18%) 		14.78%
(12.84%, 16.96%) 		35.72%
(32.76%, 38.78%) 		9.80%
(8.12%, 11.76%) 		3.04%
(2.26%, 4.06%) 		2.82%
(2.02%, 3.96%) 
anes %>% tabtemplate1(V201650, "How often took survey seriously")
How often took survey seriously
Count Pct
-Refused 16 0.20%
-Interview breakoff (sufficient partial IW) 120 1.44%
Never serious 50 0.60%
Some of the time serious 118 1.42%
About half of the time serious 286 3.46%
Most of the time serious 1,363 16.46%
Always serious 6,327 76.42%
How often took survey seriously
D Voters R Voters
Never serious 0.6% 0.6%
Some of the time serious 1.3% 1.3%
About half of the time serious 2.8% 3.3%
Most of the time serious 14.9% 15.8%
Always serious 80.4% 79.0%
How often took survey seriously
Never serious Some of the time serious About half of the time serious Most of the time serious Always serious
Vote Intent
D 0.60%
(0.36%, 1.00%) 		1.34%
(0.88%, 2.02%) 		2.78%
(2.20%, 3.50%) 		14.92%
(13.36%, 16.62%) 		80.36%
(78.40%, 82.20%)
R 0.56%
(0.32%, 0.96%) 		1.28%
(0.82%, 2.00%) 		3.34%
(2.44%, 4.58%) 		15.84%
(14.32%, 17.48%) 		79.00%
(77.06%, 80.80%)
Gender
D - Male 0.66%
(0.32%, 1.34%) 		1.42%
(0.72%, 2.82%) 		3.20%
(2.22%, 4.60%) 		15.28%
(13.02%, 17.84%) 		79.46%
(76.46%, 82.16%)
D - Female 0.56%
(0.28%, 1.12%) 		1.26%
(0.78%, 2.08%) 		2.42%
(1.74%, 3.36%) 		14.62%
(12.58%, 16.94%) 		81.12%
(78.60%, 83.40%)
R - Male 0.58%
(0.26%, 1.32%) 		1.50%
(0.84%, 2.64%) 		2.94%
(1.94%, 4.44%) 		14.42%
(12.58%, 16.50%) 		80.56%
(78.32%, 82.60%)
R - Female 0.52%
(0.26%, 1.06%) 		1.06%
(0.54%, 2.10%) 		3.78%
(2.44%, 5.82%) 		17.24%
(14.86%, 19.90%) 		77.38%
(74.38%, 80.14%)
Age and Gender
D - Male - 18 to 34 0.26%
(0.04%, 1.88%) 		2.94%
(1.06%, 7.80%) 		5.18%
(3.02%, 8.74%) 		18.84%
(14.04%, 24.82%) 		72.78%
(66.18%, 78.52%)
D - Male - 35 to 54 0.84%
(0.26%, 2.80%) 		0.58%
(0.10%, 3.02%) 		2.36%
(1.26%, 4.32%) 		13.26%
(9.92%, 17.52%) 		82.96%
(78.20%, 86.84%)
D - Male - 55+ 0.66%
(0.22%, 1.94%) 		0.98%
(0.36%, 2.70%) 		2.62%
(1.30%, 5.20%) 		13.32%
(10.18%, 17.24%) 		82.42%
(77.96%, 86.14%)
D - Female - 18 to 34 0.66%
(0.22%, 1.94%) 		1.86%
(0.82%, 4.18%) 		4.24%
(2.48%, 7.18%) 		16.04%
(12.78%, 19.92%) 		77.20%
(72.46%, 81.34%)
D - Female - 35 to 54 0.64%
(0.28%, 1.44%) 		1.62%
(0.68%, 3.74%) 		3.10%
(1.88%, 5.12%) 		13.48%
(10.24%, 17.52%) 		81.18%
(76.70%, 84.96%)
D - Female - 55+ 0.48%
(0.10%, 2.16%) 		0.68%
(0.30%, 1.54%) 		0.80%
(0.42%, 1.54%) 		13.76%
(10.78%, 17.38%) 		84.26%
(80.66%, 87.30%)
R - Male - 18 to 34 1.24%
(0.30%, 4.90%) 		3.36%
(1.32%, 8.22%) 		8.74%
(5.00%, 14.82%) 		19.20%
(13.88%, 25.94%) 		67.46%
(59.72%, 74.34%)
R - Male - 35 to 54 0.62%
(0.16%, 2.46%) 		0.68%
(0.24%, 1.84%) 		1.90%
(0.96%, 3.78%) 		13.96%
(10.76%, 17.90%) 		82.84%
(78.64%, 86.36%)
R - Male - 55+ 0.26%
(0.08%, 0.82%) 		1.22%
(0.56%, 2.68%) 		0.78%
(0.34%, 1.84%) 		12.38%
(9.82%, 15.48%) 		85.36%
(82.24%, 88.00%)
R - Female - 18 to 34 0.70%
(0.14%, 3.36%) 		2.80%
(0.90%, 8.26%) 		9.64%
(4.70%, 18.72%) 		18.90%
(13.96%, 25.08%) 		67.98%
(59.16%, 75.70%)
R - Female - 35 to 54 0.32%
(0.10%, 1.08%) 		0.20%
(0.06%, 0.62%) 		4.10%
(2.28%, 7.26%) 		18.54%
(14.68%, 23.16%) 		76.84%
(71.76%, 81.22%)
R - Female - 55+ 0.68%
(0.26%, 1.68%) 		0.72%
(0.22%, 2.38%) 		0.90%
(0.30%, 2.66%) 		14.72%
(11.72%, 18.34%) 		82.98%
(79.08%, 86.28%)
Race
D - White 0.34%
(0.12%, 0.86%) 		0.64%
(0.34%, 1.18%) 		0.92%
(0.58%, 1.46%) 		10.00%
(8.36%, 11.90%) 		88.10%
(86.10%, 89.86%)
D - Non-white 0.94%
(0.52%, 1.68%) 		2.20%
(1.30%, 3.72%) 		5.14%
(3.96%, 6.64%) 		20.72%
(18.06%, 23.68%) 		70.98%
(67.54%, 74.22%)
R - White 0.44%
(0.24%, 0.82%) 		1.10%
(0.64%, 1.88%) 		2.22%
(1.48%, 3.30%) 		15.18%
(13.58%, 16.94%) 		81.08%
(79.08%, 82.90%)
R - Non-white 1.08%
(0.36%, 3.20%) 		1.94%
(0.82%, 4.50%) 		8.60%
(5.20%, 13.86%) 		18.44%
(14.44%, 23.24%) 		69.94%
(64.10%, 75.20%)
Education
D - College Grad 0.20%
(0.08%, 0.52%) 		0.52%
(0.26%, 1.04%) 		1.56%
(0.98%, 2.48%) 		11.00%
(9.38%, 12.86%) 		86.70%
(84.50%, 88.64%)
D - Not college grad 0.94%
(0.54%, 1.64%) 		2.02%
(1.24%, 3.26%) 		3.82%
(2.90%, 5.02%) 		18.42%
(16.08%, 21.00%) 		74.80%
(71.86%, 77.52%)
R - College Grad 0.32%
(0.12%, 0.86%) 		0.68%
(0.32%, 1.40%) 		1.90%
(1.06%, 3.42%) 		12.88%
(10.76%, 15.34%) 		84.22%
(81.68%, 86.48%)
R - Not college grad 0.64%
(0.32%, 1.24%) 		1.56%
(0.96%, 2.56%) 		4.04%
(2.84%, 5.72%) 		17.12%
(15.12%, 19.34%) 		76.64%
(74.02%, 79.06%) 
anes %>% tabtemplate1(V201651, "How satisfied is R with life")
How satisfied is R with life
Count Pct
-Refused 26 0.32%
-Don’t know 0 0.00%
-Interview breakoff (sufficient partial IW) 121 1.46%
Extremely satisfied 1,301 15.70%
Very satisfied 3,053 36.88%
Moderately satisfied 2,767 33.42%
Slightly satisfied 740 8.94%
Not satisfied at all 271 3.28%
How satisfied is R with life
D Voters R Voters
Extremely satisfied 11.6% 21.9%
Very satisfied 36.3% 41.5%
Moderately satisfied 37.1% 29.1%
Slightly satisfied 11.4% 5.6%
Not satisfied at all 3.6% 1.8%
How satisfied is R with life
Extremely satisfied Very satisfied Moderately satisfied Slightly satisfied Not satisfied at all
Vote Intent
D 11.58%
(10.14%, 13.20%) 		36.30%
(34.20%, 38.44%) 		37.08%
(34.92%, 39.28%) 		11.44%
(10.06%, 12.96%) 		3.62%
(2.84%, 4.60%)
R 21.94%
(20.00%, 24.02%) 		41.54%
(39.40%, 43.70%) 		29.10%
(27.12%, 31.16%) 		5.58%
(4.74%, 6.56%) 		1.82%
(1.34%, 2.48%)
Gender
D - Male 11.66%
(9.56%, 14.14%) 		37.24%
(33.88%, 40.74%) 		36.62%
(33.34%, 40.04%) 		11.34%
(9.50%, 13.48%) 		3.14%
(2.30%, 4.28%)
D - Female 11.52%
(9.86%, 13.42%) 		35.46%
(32.84%, 38.16%) 		37.54%
(34.84%, 40.32%) 		11.54%
(9.74%, 13.60%) 		3.94%
(2.80%, 5.56%)
R - Male 22.88%
(20.32%, 25.68%) 		43.08%
(40.06%, 46.16%) 		27.80%
(25.36%, 30.40%) 		4.56%
(3.48%, 5.94%) 		1.66%
(1.08%, 2.58%)
R - Female 20.82%
(18.36%, 23.50%) 		40.00%
(37.16%, 42.90%) 		30.46%
(27.42%, 33.68%) 		6.72%
(5.38%, 8.36%) 		2.00%
(1.32%, 3.04%)
Age and Gender
D - Male - 18 to 34 11.36%
(7.62%, 16.56%) 		28.64%
(22.84%, 35.26%) 		41.44%
(34.74%, 48.44%) 		14.92%
(10.94%, 20.00%) 		3.64%
(1.82%, 7.20%)
D - Male - 35 to 54 11.66%
(8.20%, 16.32%) 		41.58%
(36.16%, 47.20%) 		32.76%
(27.60%, 38.36%) 		10.76%
(8.00%, 14.30%) 		3.26%
(1.96%, 5.38%)
D - Male - 55+ 11.72%
(9.10%, 15.00%) 		40.52%
(35.20%, 46.06%) 		35.98%
(31.20%, 41.04%) 		8.98%
(6.42%, 12.42%) 		2.80%
(1.70%, 4.62%)
D - Female - 18 to 34 12.76%
(9.40%, 17.08%) 		27.30%
(22.40%, 32.82%) 		35.74%
(30.74%, 41.08%) 		16.26%
(12.16%, 21.40%) 		7.94%
(5.04%, 12.32%)
D - Female - 35 to 54 10.32%
(7.52%, 13.98%) 		36.06%
(32.14%, 40.16%) 		40.42%
(35.94%, 45.06%) 		11.12%
(8.54%, 14.38%) 		2.08%
(1.18%, 3.70%)
D - Female - 55+ 11.60%
(9.04%, 14.76%) 		39.40%
(35.18%, 43.78%) 		37.00%
(32.86%, 41.36%) 		9.10%
(7.08%, 11.62%) 		2.90%
(1.58%, 5.22%)
R - Male - 18 to 34 15.02%
(10.58%, 20.86%) 		39.52%
(32.18%, 47.38%) 		35.40%
(28.48%, 43.00%) 		6.68%
(3.94%, 11.10%) 		3.38%
(1.46%, 7.58%)
R - Male - 35 to 54 26.22%
(21.72%, 31.30%) 		41.22%
(35.94%, 46.72%) 		25.58%
(21.22%, 30.48%) 		5.64%
(3.56%, 8.82%) 		1.34%
(0.60%, 2.92%)
R - Male - 55+ 24.10%
(20.70%, 27.86%) 		46.02%
(41.72%, 50.40%) 		25.76%
(22.10%, 29.82%) 		2.92%
(1.88%, 4.52%) 		1.18%
(0.56%, 2.42%)
R - Female - 18 to 34 23.34%
(17.10%, 31.00%) 		26.32%
(20.08%, 33.68%) 		33.90%
(26.30%, 42.42%) 		13.96%
(8.88%, 21.26%) 		2.48%
(0.78%, 7.64%)
R - Female - 35 to 54 18.38%
(14.56%, 22.92%) 		42.34%
(36.50%, 48.40%) 		31.76%
(26.54%, 37.48%) 		5.30%
(3.54%, 7.84%) 		2.24%
(1.06%, 4.66%)
R - Female - 55+ 22.76%
(19.26%, 26.68%) 		43.48%
(39.22%, 47.84%) 		26.44%
(22.58%, 30.72%) 		5.40%
(3.86%, 7.50%) 		1.90%
(0.96%, 3.74%)
Race
D - White 10.24%
(8.62%, 12.14%) 		39.44%
(36.64%, 42.32%) 		35.98%
(33.26%, 38.78%) 		10.82%
(9.28%, 12.58%) 		3.52%
(2.48%, 4.94%)
D - Non-white 13.26%
(10.82%, 16.12%) 		32.40%
(29.02%, 35.96%) 		38.58%
(34.84%, 42.46%) 		11.98%
(9.70%, 14.72%) 		3.78%
(2.70%, 5.30%)
R - White 22.16%
(19.94%, 24.54%) 		43.44%
(41.04%, 45.90%) 		27.06%
(25.06%, 29.18%) 		5.72%
(4.78%, 6.84%) 		1.60%
(1.10%, 2.32%)
R - Non-white 20.78%
(16.28%, 26.12%) 		32.86%
(27.76%, 38.40%) 		38.70%
(32.70%, 45.06%) 		4.76%
(3.06%, 7.34%) 		2.90%
(1.60%, 5.24%)
Education
D - College Grad 10.82%
(9.08%, 12.88%) 		42.58%
(39.80%, 45.42%) 		35.74%
(33.26%, 38.30%) 		8.54%
(7.14%, 10.20%) 		2.30%
(1.64%, 3.22%)
D - Not college grad 12.22%
(10.26%, 14.52%) 		31.24%
(28.32%, 34.32%) 		38.20%
(35.00%, 41.50%) 		13.88%
(11.78%, 16.30%) 		4.44%
(3.26%, 6.04%)
R - College Grad 24.04%
(20.94%, 27.46%) 		47.34%
(43.52%, 51.20%) 		23.20%
(20.16%, 26.52%) 		4.76%
(3.44%, 6.54%) 		0.66%
(0.32%, 1.32%)
R - Not college grad 21.16%
(18.82%, 23.70%) 		38.80%
(36.14%, 41.54%) 		31.68%
(29.04%, 34.44%) 		5.98%
(4.84%, 7.34%) 		2.38%
(1.70%, 3.34%)

Demographics

Source demographic variables

anes %>% quicktab(V201507x, "Age")
Age
Count Pct
-Refused 320 3.86%
18 127 1.54%
19 150 1.82%
20 129 1.56%
21 125 1.50%
22 104 1.26%
23 107 1.30%
24 118 1.42%
25 122 1.48%
26 130 1.58%
27 144 1.74%
28 114 1.38%
29 125 1.52%
30 161 1.94%
31 115 1.38%
32 112 1.34%
33 109 1.32%
34 128 1.54%
35 144 1.74%
36 129 1.56%
37 126 1.52%
38 150 1.80%
39 140 1.68%
40 148 1.78%
41 150 1.82%
42 124 1.50%
43 112 1.36%
44 136 1.64%
45 127 1.54%
46 127 1.52%
47 111 1.34%
48 114 1.38%
49 140 1.68%
50 155 1.88%
51 135 1.62%
52 130 1.56%
53 118 1.42%
54 115 1.40%
55 131 1.58%
56 120 1.44%
57 153 1.84%
58 148 1.78%
59 166 2.00%
60 168 2.02%
61 147 1.78%
62 152 1.84%
63 135 1.62%
64 130 1.56%
65 141 1.70%
66 148 1.78%
67 123 1.48%
68 121 1.46%
69 132 1.60%
70 98 1.18%
71 119 1.44%
72 111 1.34%
73 100 1.22%
74 70 0.84%
75 68 0.82%
76 71 0.86%
77 54 0.66%
78 51 0.62%
79 44 0.54%
Age 80 or older 309 3.74%
Age
D Voters R Voters
18 2.4% 0.9%
19 2.1% 0.8%
20 1.7% 1.3%
21 1.6% 1.5%
22 1.0% 1.3%
23 1.4% 1.2%
24 1.6% 1.0%
25 1.7% 1.2%
26 1.5% 1.4%
27 1.9% 1.2%
28 1.3% 1.2%
29 1.9% 1.0%
30 2.1% 1.6%
31 1.4% 1.3%
32 1.3% 1.3%
33 1.2% 1.5%
34 1.8% 1.2%
35 1.8% 1.5%
36 1.6% 1.7%
37 1.7% 1.4%
38 1.9% 1.4%
39 1.6% 1.7%
40 1.8% 1.9%
41 1.9% 1.5%
42 1.7% 1.5%
43 1.4% 1.3%
44 1.8% 1.6%
45 1.7% 1.5%
46 1.6% 1.3%
47 1.4% 1.6%
48 1.4% 1.4%
49 1.8% 1.7%
50 1.9% 2.0%
51 1.6% 1.9%
52 1.5% 2.3%
53 1.2% 2.0%
54 1.5% 1.3%
55 1.5% 1.9%
56 1.4% 1.8%
57 1.4% 2.8%
58 1.6% 2.4%
59 2.3% 1.9%
60 2.4% 2.0%
61 1.9% 2.1%
62 2.1% 2.0%
63 1.7% 2.0%
64 1.4% 2.2%
65 1.7% 2.2%
66 1.6% 2.5%
67 1.6% 1.8%
68 1.9% 1.3%
69 1.9% 1.6%
70 1.4% 1.2%
71 1.2% 1.9%
72 1.4% 1.6%
73 1.2% 1.6%
74 0.7% 1.2%
75 0.8% 0.8%
76 0.7% 1.1%
77 0.8% 0.7%
78 0.6% 0.7%
79 0.7% 0.5%
Age 80 or older 3.4% 4.7% 
anes %>% quicktab(V201600, "Gender")
Gender
Count Pct
-Refused 54 0.66%
Male 3,961 47.84%
Female 4,265 51.50%
Gender
D Voters R Voters
Male 45.3% 51.6%
Female 54.7% 48.4% 
anes %>% quicktab(V201546, "Are you Spanish, Hispanic, or Latino")
Are you Spanish, Hispanic, or Latino
Count Pct
-Refused 38 0.46%
-Don’t know 3 0.04%
Yes 1,107 13.36%
No 7,132 86.14%
Are you Spanish, Hispanic, or Latino
D Voters R Voters
Yes 15.8% 8.4%
No 84.2% 91.6% 
anes %>% quicktab(V201549x, "Self-identified race/ethnicity")
Self-identified race/ethnicity
Count Pct
-Refused 77 0.94%
-Don’t know 6 0.08%
White, non-Hispanic 5,374 64.90%
Black, non-Hispanic 939 11.34%
Hispanic 1,107 13.36%
Asian or Native Hawaiian/other Pacific Islander, non-Hispanic alone 326 3.94%
Native American/Alaska Native or other race, non-Hispanic alone 167 2.02%
Multiple races, non-Hispanic 285 3.44%
Self-identified race/ethnicity
D Voters R Voters
White, non-Hispanic 55.1% 81.7%
Black, non-Hispanic 18.6% 2.3%
Hispanic 15.9% 8.5%
Asian or Native Hawaiian/other Pacific Islander, non-Hispanic alone 4.6% 3.1%
Native American/Alaska Native or other race, non-Hispanic alone 1.6% 1.9%
Multiple races, non-Hispanic 4.1% 2.5% 
anes %>% quicktab(V201511x, "Highest Level of Education")
Highest Level of Education
Count Pct
-Refused 18 0.22%
-Don’t know 0 0.00%
-Missing, other specify not coded for preliminary release 113 1.36%
Less than high school credential 604 7.30%
High school credential 2,169 26.20%
Some post-high school, no bachelor’s degree 2,388 28.84%
Bachelor’s degree 1,902 22.98%
Graduate degree 1,086 13.12%
Highest Level of Education
D Voters R Voters
Less than high school credential 6.1% 7.3%
High school credential 23.0% 29.9%
Some post-high school, no bachelor’s degree 26.4% 32.7%
Bachelor’s degree 26.5% 21.2%
Graduate degree 18.1% 9.0%

Additional demographics

anes %>% tabtemplate1(V201501, "Living with how many family members")
Living with how many family members
Count Pct
-Refused 36 0.44%
0 1,595 19.26%
1 2,454 29.64%
2 1,372 16.58%
3 1,459 17.62%
4 713 8.62%
Five or more 650 7.86%
Living with how many family members
D Voters R Voters
0 20.5% 17.3%
1 29.2% 32.4%
2 16.9% 16.1%
3 18.4% 17.0%
4 8.1% 9.1%
Five or more 6.9% 8.1%
Living with how many family members
0 1 2 3 4 Five or more
Vote Intent
D 20.52%
(19.14%, 21.98%) 		29.24%
(27.22%, 31.32%) 		16.90%
(15.38%, 18.54%) 		18.36%
(16.72%, 20.12%) 		8.08%
(6.84%, 9.54%) 		6.90%
(5.74%, 8.30%)
R 17.30%
(15.94%, 18.74%) 		32.36%
(30.40%, 34.38%) 		16.14%
(14.70%, 17.66%) 		17.00%
(15.28%, 18.88%) 		9.14%
(7.92%, 10.54%) 		8.06%
(6.68%, 9.72%)
Gender
D - Male 22.44%
(20.14%, 24.90%) 		29.30%
(26.00%, 32.82%) 		17.02%
(14.90%, 19.38%) 		17.44%
(15.02%, 20.14%) 		8.30%
(6.48%, 10.58%) 		5.50%
(4.06%, 7.44%)
D - Female 18.84%
(17.28%, 20.52%) 		29.24%
(26.90%, 31.68%) 		16.76%
(14.74%, 19.00%) 		19.14%
(16.94%, 21.54%) 		7.96%
(6.52%, 9.68%) 		8.06%
(6.44%, 10.04%)
R - Male 18.48%
(16.44%, 20.72%) 		32.50%
(29.84%, 35.28%) 		16.24%
(13.92%, 18.86%) 		16.96%
(14.66%, 19.54%) 		8.12%
(6.66%, 9.86%) 		7.70%
(5.86%, 10.08%)
R - Female 15.86%
(13.78%, 18.18%) 		32.10%
(29.54%, 34.78%) 		16.12%
(14.02%, 18.48%) 		17.16%
(14.74%, 19.90%) 		10.22%
(8.30%, 12.54%) 		8.52%
(6.74%, 10.68%)
Age and Gender
D - Male - 18 to 34 29.18%
(23.84%, 35.18%) 		17.68%
(12.94%, 23.68%) 		17.96%
(13.46%, 23.58%) 		18.90%
(14.06%, 24.92%) 		9.80%
(5.82%, 16.04%) 		6.46%
(3.58%, 11.40%)
D - Male - 35 to 54 17.54%
(13.90%, 21.88%) 		22.30%
(17.40%, 28.12%) 		19.70%
(15.40%, 24.82%) 		22.72%
(18.48%, 27.60%) 		10.36%
(7.50%, 14.16%) 		7.38%
(4.90%, 11.00%)
D - Male - 55+ 21.76%
(18.46%, 25.48%) 		44.72%
(39.50%, 50.06%) 		13.76%
(10.68%, 17.56%) 		11.80%
(8.64%, 15.90%) 		5.44%
(3.22%, 9.08%) 		2.52%
(1.04%, 5.96%)
D - Female - 18 to 34 21.16%
(17.28%, 25.62%) 		17.72%
(14.06%, 22.06%) 		14.82%
(10.72%, 20.14%) 		21.72%
(16.62%, 27.84%) 		11.72%
(8.12%, 16.60%) 		12.88%
(9.28%, 17.62%)
D - Female - 35 to 54 10.52%
(8.80%, 12.52%) 		18.72%
(15.26%, 22.74%) 		20.32%
(16.52%, 24.74%) 		29.04%
(24.66%, 33.86%) 		10.56%
(8.02%, 13.78%) 		10.84%
(7.80%, 14.88%)
D - Female - 55+ 23.84%
(21.04%, 26.88%) 		44.36%
(40.82%, 47.98%) 		15.60%
(12.84%, 18.80%) 		10.18%
(7.62%, 13.46%) 		3.24%
(1.76%, 5.86%) 		2.78%
(1.56%, 4.94%)
R - Male - 18 to 34 25.42%
(19.60%, 32.28%) 		12.38%
(8.58%, 17.56%) 		12.42%
(8.22%, 18.36%) 		26.74%
(20.02%, 34.76%) 		13.36%
(8.52%, 20.38%) 		9.66%
(5.38%, 16.72%)
R - Male - 35 to 54 11.18%
(8.74%, 14.20%) 		17.66%
(13.68%, 22.48%) 		23.62%
(18.88%, 29.12%) 		22.20%
(18.12%, 26.88%) 		12.06%
(9.12%, 15.78%) 		13.28%
(9.74%, 17.86%)
R - Male - 55+ 20.32%
(17.50%, 23.46%) 		52.70%
(48.54%, 56.84%) 		13.16%
(10.52%, 16.34%) 		8.28%
(5.98%, 11.34%) 		3.22%
(1.84%, 5.62%) 		2.32%
(1.16%, 4.58%)
R - Female - 18 to 34 11.90%
(7.60%, 18.20%) 		15.84%
(11.40%, 21.56%) 		21.68%
(16.06%, 28.60%) 		21.02%
(15.12%, 28.42%) 		18.04%
(11.82%, 26.56%) 		11.52%
(7.24%, 17.88%)
R - Female - 35 to 54 10.22%
(7.12%, 14.46%) 		18.16%
(14.32%, 22.76%) 		16.06%
(12.30%, 20.70%) 		24.12%
(19.26%, 29.74%) 		16.26%
(12.22%, 21.28%) 		15.20%
(11.14%, 20.36%)
R - Female - 55+ 21.46%
(18.28%, 25.02%) 		48.68%
(44.16%, 53.22%) 		14.68%
(11.48%, 18.56%) 		9.76%
(6.96%, 13.54%) 		2.36%
(1.26%, 4.42%) 		3.04%
(1.40%, 6.54%)
Race
D - White 21.14%
(19.26%, 23.16%) 		36.08%
(33.10%, 39.16%) 		15.34%
(13.48%, 17.38%) 		17.18%
(14.76%, 19.92%) 		5.72%
(4.56%, 7.16%) 		4.54%
(3.32%, 6.18%)
D - Non-white 19.60%
(17.28%, 22.16%) 		20.94%
(18.24%, 23.94%) 		18.54%
(15.92%, 21.50%) 		19.90%
(17.26%, 22.84%) 		11.10%
(8.84%, 13.84%) 		9.90%
(7.90%, 12.36%)
R - White 17.40%
(15.88%, 19.04%) 		34.98%
(32.76%, 37.26%) 		16.52%
(14.96%, 18.20%) 		16.80%
(14.86%, 18.94%) 		7.86%
(6.58%, 9.40%) 		6.44%
(5.20%, 7.94%)
R - Non-white 16.36%
(12.92%, 20.50%) 		20.44%
(16.08%, 25.64%) 		14.46%
(10.88%, 18.96%) 		18.46%
(14.72%, 22.86%) 		15.08%
(11.48%, 19.54%) 		15.20%
(10.58%, 21.36%)
Education
D - College Grad 21.24%
(19.28%, 23.34%) 		34.26%
(31.52%, 37.14%) 		15.82%
(13.96%, 17.88%) 		17.86%
(15.50%, 20.48%) 		6.48%
(5.16%, 8.10%) 		4.34%
(3.04%, 6.14%)
D - Not college grad 20.14%
(18.14%, 22.30%) 		25.14%
(22.54%, 27.92%) 		17.94%
(15.84%, 20.24%) 		18.38%
(16.34%, 20.62%) 		9.50%
(7.52%, 11.96%) 		8.90%
(7.22%, 10.90%)
R - College Grad 16.66%
(14.28%, 19.36%) 		32.08%
(28.80%, 35.54%) 		17.18%
(14.64%, 20.04%) 		15.80%
(13.02%, 19.06%) 		10.86%
(8.62%, 13.56%) 		7.44%
(5.34%, 10.28%)
R - Not college grad 17.48%
(15.74%, 19.38%) 		32.78%
(30.36%, 35.30%) 		15.74%
(13.88%, 17.80%) 		17.44%
(15.30%, 19.80%) 		8.40%
(6.98%, 10.06%) 		8.18%
(6.52%, 10.20%) 
anes %>% tabtemplate1(V201508, "Marital status")
Marital status
Count Pct
-Refused 37 0.46%
-Don’t know 0 0.00%
Married: spouse present 4,385 52.96%
Married: spouse absent {VOL} 7 0.08%
Widowed 416 5.02%
Divorced 944 11.40%
Separated 179 2.16%
Never married 2,311 27.92%
Marital status
D Voters R Voters
Married: spouse present 48.8% 61.7%
Married: spouse absent {VOL} 0.2% 0.0%
Widowed 5.1% 5.3%
Divorced 11.6% 11.6%
Separated 2.1% 2.0%
Never married 32.3% 19.4%
Marital status
Married: spouse present Married: spouse absent {VOL} Widowed Divorced Separated Never married
Vote Intent
D 48.82%
(46.62%, 51.04%) 		0.16%
(0.06%, 0.40%) 		5.06%
(4.30%, 5.94%) 		11.60%
(10.42%, 12.90%) 		2.06%
(1.52%, 2.82%) 		32.28%
(30.10%, 34.54%)
R 61.68%
(59.50%, 63.84%) 		0.02%
(0.00%, 0.18%) 		5.32%
(4.48%, 6.28%) 		11.60%
(10.22%, 13.14%) 		1.98%
(1.48%, 2.64%) 		19.40%
(17.42%, 21.54%)
Gender
D - Male 51.46%
(48.06%, 54.86%) 		0.16%
(0.04%, 0.72%) 		2.54%
(1.80%, 3.56%) 		9.16%
(7.88%, 10.62%) 		1.20%
(0.74%, 1.94%) 		35.48%
(32.14%, 38.98%)
D - Female 46.68%
(43.96%, 49.42%) 		0.16%
(0.06%, 0.52%) 		7.10%
(5.88%, 8.56%) 		13.62%
(12.02%, 15.40%) 		2.80%
(1.92%, 4.06%) 		29.62%
(27.02%, 32.36%)
R - Male 62.94%
(59.80%, 65.98%) 		NA 3.26%
(2.36%, 4.46%) 		9.72%
(7.96%, 11.82%) 		1.76%
(1.12%, 2.76%) 		22.32%
(19.60%, 25.30%)
R - Female 60.52%
(57.38%, 63.58%) 		0.06%
(0.00%, 0.38%) 		7.54%
(6.16%, 9.20%) 		13.46%
(11.46%, 15.78%) 		2.22%
(1.52%, 3.22%) 		16.20%
(13.66%, 19.12%)
Age and Gender
D - Male - 18 to 34 16.58%
(12.96%, 20.98%) 		NA 0.10%
(0.02%, 0.68%) 		0.64%
(0.20%, 2.14%) 		0.34%
(0.10%, 1.16%) 		82.34%
(77.86%, 86.08%)
D - Male - 35 to 54 62.12%
(56.74%, 67.22%) 		0.46%
(0.10%, 2.10%) 		0.50%
(0.16%, 1.52%) 		9.76%
(7.36%, 12.84%) 		1.88%
(0.94%, 3.74%) 		25.28%
(20.74%, 30.44%)
D - Male - 55+ 67.86%
(63.30%, 72.08%) 		NA 6.48%
(4.48%, 9.26%) 		15.26%
(12.34%, 18.70%) 		1.30%
(0.64%, 2.58%) 		9.12%
(6.54%, 12.60%)
D - Female - 18 to 34 22.80%
(18.56%, 27.70%) 		0.12%
(0.02%, 0.90%) 		0.48%
(0.06%, 3.40%) 		1.98%
(1.00%, 3.88%) 		0.80%
(0.34%, 1.84%) 		73.80%
(68.92%, 78.14%)
D - Female - 35 to 54 60.88%
(56.16%, 65.38%) 		0.32%
(0.06%, 1.62%) 		1.04%
(0.40%, 2.68%) 		12.18%
(9.84%, 15.00%) 		4.46%
(2.62%, 7.50%) 		21.12%
(17.96%, 24.66%)
D - Female - 55+ 50.90%
(46.14%, 55.64%) 		0.08%
(0.02%, 0.62%) 		16.06%
(13.36%, 19.20%) 		22.16%
(18.86%, 25.86%) 		2.64%
(1.40%, 4.90%) 		8.16%
(6.22%, 10.62%)
R - Male - 18 to 34 20.68%
(15.74%, 26.64%) 		NA 0.80%
(0.10%, 5.62%) 		3.40%
(1.72%, 6.58%) 		3.66%
(1.62%, 8.08%) 		71.48%
(64.34%, 77.68%)
R - Male - 35 to 54 74.50%
(69.88%, 78.64%) 		NA 0.32%
(0.06%, 1.66%) 		9.94%
(7.34%, 13.32%) 		1.10%
(0.36%, 3.24%) 		14.14%
(11.00%, 18.00%)
R - Male - 55+ 75.34%
(71.46%, 78.84%) 		NA 6.36%
(4.54%, 8.86%) 		12.58%
(9.92%, 15.80%) 		0.60%
(0.26%, 1.42%) 		5.12%
(3.50%, 7.46%)
R - Female - 18 to 34 30.88%
(24.54%, 38.04%) 		0.28%
(0.04%, 2.06%) 		NA 5.68%
(3.20%, 9.86%) 		2.46%
(0.94%, 6.36%) 		60.70%
(52.96%, 67.92%)
R - Female - 35 to 54 70.40%
(64.80%, 75.44%) 		NA 1.44%
(0.64%, 3.20%) 		14.24%
(10.96%, 18.26%) 		3.00%
(1.70%, 5.22%) 		10.94%
(7.58%, 15.52%)
R - Female - 55+ 65.42%
(61.46%, 69.20%) 		NA 14.24%
(11.56%, 17.44%) 		16.10%
(13.18%, 19.52%) 		1.72%
(1.00%, 2.96%) 		2.52%
(1.52%, 4.10%)
Race
D - White 57.56%
(54.80%, 60.28%) 		0.12%
(0.04%, 0.34%) 		5.40%
(4.44%, 6.56%) 		11.58%
(10.28%, 13.04%) 		1.24%
(0.82%, 1.92%) 		24.08%
(21.60%, 26.72%)
D - Non-white 38.06%
(34.88%, 41.36%) 		0.22%
(0.06%, 0.86%) 		4.60%
(3.50%, 6.02%) 		11.62%
(9.64%, 13.94%) 		3.06%
(2.04%, 4.58%) 		42.44%
(38.72%, 46.24%)
R - White 63.78%
(61.32%, 66.18%) 		NA 6.00%
(5.06%, 7.12%) 		11.40%
(9.92%, 13.10%) 		1.50%
(1.04%, 2.12%) 		17.32%
(15.36%, 19.46%)
R - Non-white 52.80%
(46.82%, 58.70%) 		0.14%
(0.02%, 1.00%) 		2.16%
(1.12%, 4.14%) 		12.04%
(8.78%, 16.30%) 		4.16%
(2.42%, 7.04%) 		28.70%
(23.18%, 34.94%)
Education
D - College Grad 60.56%
(57.88%, 63.20%) 		0.20%
(0.06%, 0.64%) 		3.06%
(2.28%, 4.10%) 		10.16%
(8.70%, 11.84%) 		1.12%
(0.62%, 2.00%) 		24.90%
(22.48%, 27.48%)
D - Not college grad 39.48%
(36.52%, 42.52%) 		0.12%
(0.02%, 0.60%) 		6.56%
(5.34%, 8.02%) 		12.86%
(11.00%, 15.00%) 		2.86%
(2.02%, 4.06%) 		38.10%
(34.86%, 41.44%)
R - College Grad 69.22%
(65.54%, 72.66%) 		NA 4.46%
(3.32%, 5.98%) 		10.22%
(8.36%, 12.44%) 		0.58%
(0.24%, 1.38%) 		15.50%
(12.60%, 18.94%)
R - Not college grad 58.38%
(55.68%, 61.02%) 		0.04%
(0.00%, 0.26%) 		5.68%
(4.58%, 7.02%) 		12.38%
(10.64%, 14.36%) 		2.48%
(1.82%, 3.38%) 		21.04%
(18.52%, 23.80%) 
anes %>% tabtemplate1(V201509, "Domestic partnership status")
Domestic partnership status
Count Pct
-Refused 5 0.06%
-Inapplicable 4,430 53.50%
Yes, living with a partner 944 11.40%
No, not living with a partner 2,901 35.04%
Domestic partnership status
D Voters R Voters
Yes, living with a partner 23.3% 25.7%
No, not living with a partner 76.7% 74.3%
Domestic partnership status
Yes, living with a partner No, not living with a partner
Vote Intent
D 23.26%
(20.54%, 26.20%) 		76.74%
(73.80%, 79.46%)
R 25.66%
(22.02%, 29.68%) 		74.34%
(70.32%, 77.98%)
Gender
D - Male 25.16%
(21.04%, 29.78%) 		74.84%
(70.22%, 78.96%)
D - Female 21.94%
(18.82%, 25.40%) 		78.06%
(74.60%, 81.18%)
R - Male 24.44%
(19.86%, 29.72%) 		75.56%
(70.28%, 80.14%)
R - Female 26.60%
(21.48%, 32.42%) 		73.40%
(67.58%, 78.52%)
Age and Gender
D - Male - 18 to 34 20.50%
(15.30%, 26.92%) 		79.50%
(73.08%, 84.70%)
D - Male - 35 to 54 32.34%
(24.78%, 40.94%) 		67.66%
(59.06%, 75.22%)
D - Male - 55+ 26.04%
(18.40%, 35.48%) 		73.96%
(64.52%, 81.60%)
D - Female - 18 to 34 26.66%
(21.16%, 32.98%) 		73.34%
(67.02%, 78.84%)
D - Female - 35 to 54 29.28%
(23.00%, 36.46%) 		70.72%
(63.54%, 77.00%)
D - Female - 55+ 13.08%
(9.60%, 17.56%) 		86.92%
(82.44%, 90.40%)
R - Male - 18 to 34 21.56%
(15.24%, 29.58%) 		78.44%
(70.42%, 84.76%)
R - Male - 35 to 54 39.30%
(29.32%, 50.26%) 		60.70%
(49.74%, 70.68%)
R - Male - 55+ 20.50%
(13.76%, 29.42%) 		79.50%
(70.58%, 86.24%)
R - Female - 18 to 34 33.48%
(23.56%, 45.10%) 		66.52%
(54.90%, 76.44%)
R - Female - 35 to 54 36.84%
(26.84%, 48.10%) 		63.16%
(51.90%, 73.16%)
R - Female - 55+ 15.44%
(10.68%, 21.82%) 		84.56%
(78.18%, 89.32%)
Race
D - White 23.88%
(20.48%, 27.66%) 		76.12%
(72.34%, 79.52%)
D - Non-white 22.74%
(19.02%, 26.94%) 		77.26%
(73.06%, 80.98%)
R - White 26.80%
(22.68%, 31.38%) 		73.20%
(68.62%, 77.32%)
R - Non-white 21.98%
(15.22%, 30.62%) 		78.02%
(69.38%, 84.78%)
Education
D - College Grad 26.56%
(22.24%, 31.38%) 		73.44%
(68.62%, 77.76%)
D - Not college grad 22.02%
(18.56%, 25.92%) 		77.98%
(74.08%, 81.44%)
R - College Grad 24.88%
(18.52%, 32.54%) 		75.12%
(67.46%, 81.48%)
R - Not college grad 26.32%
(22.26%, 30.82%) 		73.68%
(69.18%, 77.74%) 
anes %>% tabtemplate1(V201514x, "Spouse/partner: Highest Level of Education")
Spouse/partner: Highest Level of Education
Count Pct
-Refused 13 0.16%
-Don’t know 1 0.02%
-Missing, other specify not coded for preliminary release 38 0.46%
-Inapplicable 2,943 35.54%
Less than high school credential 372 4.48%
High school credential 1,158 13.98%
Some post-high school, no bachelor’s degree 1,564 18.88%
Bachelor’s degree 1,235 14.92%
Graduate degree 956 11.54%
Spouse/partner: Highest Level of Education
D Voters R Voters
Less than high school credential 6.4% 6.5%
High school credential 16.3% 27.3%
Some post-high school, no bachelor’s degree 25.2% 33.2%
Bachelor’s degree 27.6% 20.6%
Graduate degree 24.5% 12.5%
Spouse/partner: Highest Level of Education
Less than high school credential High school credential Some post-high school, no bachelor’s degree Bachelor’s degree Graduate degree
Vote Intent
D 6.38%
(5.04%, 8.04%) 		16.34%
(14.34%, 18.54%) 		25.24%
(23.14%, 27.46%) 		27.56%
(25.32%, 29.94%) 		24.50%
(22.04%, 27.12%)
R 6.46%
(5.10%, 8.18%) 		27.26%
(25.04%, 29.58%) 		33.16%
(30.98%, 35.40%) 		20.60%
(18.70%, 22.64%) 		12.52%
(10.96%, 14.28%)
Gender
D - Male 5.48%
(3.90%, 7.64%) 		15.74%
(13.00%, 18.94%) 		24.26%
(21.16%, 27.64%) 		28.60%
(25.14%, 32.32%) 		25.94%
(22.70%, 29.48%)
D - Female 7.22%
(5.38%, 9.64%) 		16.96%
(14.20%, 20.14%) 		25.96%
(22.86%, 29.32%) 		26.78%
(23.78%, 30.00%) 		23.08%
(19.88%, 26.60%)
R - Male 4.30%
(2.94%, 6.28%) 		25.90%
(23.00%, 29.06%) 		35.48%
(32.44%, 38.64%) 		21.48%
(18.82%, 24.40%) 		12.82%
(10.58%, 15.46%)
R - Female 8.84%
(6.62%, 11.72%) 		28.70%
(25.36%, 32.28%) 		30.78%
(27.88%, 33.82%) 		19.56%
(17.02%, 22.38%) 		12.14%
(10.02%, 14.64%)
Age and Gender
D - Male - 18 to 34 4.04%
(1.34%, 11.60%) 		14.62%
(8.34%, 24.38%) 		22.36%
(14.42%, 32.96%) 		37.66%
(29.30%, 46.82%) 		21.32%
(16.06%, 27.76%)
D - Male - 35 to 54 3.18%
(1.58%, 6.32%) 		12.26%
(8.38%, 17.58%) 		23.96%
(18.86%, 29.96%) 		32.10%
(25.42%, 39.58%) 		28.50%
(22.80%, 34.98%)
D - Male - 55+ 8.44%
(5.66%, 12.40%) 		19.76%
(15.22%, 25.24%) 		24.14%
(19.80%, 29.06%) 		22.06%
(17.76%, 27.08%) 		25.60%
(20.50%, 31.46%)
D - Female - 18 to 34 6.20%
(2.98%, 12.46%) 		18.28%
(12.34%, 26.22%) 		28.76%
(21.96%, 36.66%) 		26.12%
(19.96%, 33.40%) 		20.64%
(15.64%, 26.74%)
D - Female - 35 to 54 6.94%
(4.20%, 11.28%) 		16.62%
(12.58%, 21.66%) 		26.38%
(21.56%, 31.82%) 		26.80%
(22.08%, 32.10%) 		23.28%
(18.02%, 29.52%)
D - Female - 55+ 7.44%
(4.62%, 11.78%) 		17.00%
(13.14%, 21.70%) 		24.40%
(19.64%, 29.88%) 		27.56%
(22.68%, 33.06%) 		23.60%
(19.38%, 28.42%)
R - Male - 18 to 34 4.50%
(1.28%, 14.64%) 		20.90%
(14.00%, 30.02%) 		29.96%
(21.38%, 40.22%) 		30.06%
(21.42%, 40.40%) 		14.58%
(7.64%, 26.02%)
R - Male - 35 to 54 3.80%
(1.74%, 8.14%) 		18.34%
(14.04%, 23.56%) 		39.68%
(34.36%, 45.24%) 		25.06%
(20.58%, 30.14%) 		13.12%
(9.90%, 17.20%)
R - Male - 55+ 4.86%
(3.20%, 7.30%) 		32.86%
(28.10%, 38.00%) 		33.40%
(28.86%, 38.26%) 		16.64%
(13.36%, 20.52%) 		12.24%
(8.70%, 16.96%)
R - Female - 18 to 34 8.30%
(4.12%, 16.02%) 		40.24%
(31.86%, 49.22%) 		29.10%
(21.84%, 37.62%) 		16.64%
(11.06%, 24.30%) 		5.72%
(2.84%, 11.18%)
R - Female - 35 to 54 7.26%
(4.08%, 12.60%) 		28.80%
(22.78%, 35.66%) 		31.86%
(26.54%, 37.72%) 		20.94%
(16.30%, 26.48%) 		11.14%
(7.82%, 15.64%)
R - Female - 55+ 9.90%
(6.90%, 14.04%) 		26.02%
(21.06%, 31.68%) 		30.36%
(25.56%, 35.64%) 		19.26%
(15.82%, 23.24%) 		14.44%
(11.12%, 18.56%)
Race
D - White 2.92%
(1.86%, 4.58%) 		13.86%
(11.92%, 16.04%) 		22.88%
(20.42%, 25.54%) 		30.48%
(27.58%, 33.56%) 		29.84%
(26.78%, 33.10%)
D - Non-white 11.52%
(8.76%, 15.02%) 		19.94%
(16.22%, 24.24%) 		29.24%
(25.38%, 33.42%) 		22.94%
(19.10%, 27.30%) 		16.36%
(13.16%, 20.16%)
R - White 5.72%
(4.40%, 7.42%) 		26.86%
(24.46%, 29.38%) 		34.34%
(31.88%, 36.90%) 		20.70%
(18.64%, 22.94%) 		12.36%
(10.64%, 14.32%)
R - Non-white 10.08%
(6.08%, 16.30%) 		29.12%
(22.62%, 36.60%) 		27.40%
(21.96%, 33.60%) 		19.92%
(15.26%, 25.58%) 		13.48%
(9.76%, 18.30%)
Education
D - College Grad 1.00%
(0.48%, 2.10%) 		5.06%
(3.98%, 6.42%) 		16.82%
(14.58%, 19.32%) 		39.22%
(35.82%, 42.74%) 		37.88%
(34.52%, 41.36%)
D - Not college grad 12.28%
(9.64%, 15.50%) 		28.88%
(25.26%, 32.80%) 		34.70%
(30.90%, 38.70%) 		14.76%
(12.36%, 17.56%) 		9.38%
(7.24%, 12.08%)
R - College Grad 0.96%
(0.44%, 2.10%) 		12.26%
(9.54%, 15.60%) 		23.80%
(20.56%, 27.36%) 		36.50%
(32.40%, 40.82%) 		26.48%
(22.84%, 30.46%)
R - Not college grad 9.12%
(7.16%, 11.52%) 		34.40%
(31.52%, 37.38%) 		37.48%
(34.56%, 40.48%) 		13.12%
(11.26%, 15.22%) 		5.90%
(4.64%, 7.50%) 
anes %>% tabtemplate1(V201516, "Armed forces active duty")
Armed forces active duty
Count Pct
-Refused 23 0.28%
Now serving on active duty 69 0.84%
Previously served on active duty but not now on active duty 767 9.26%
Have never served on active duty 7,421 89.62%
Armed forces active duty
D Voters R Voters
Now serving on active duty 0.9% 0.7%
Previously served on active duty but not now on active duty 7.3% 12.2%
Have never served on active duty 91.8% 87.1%
Armed forces active duty
Now serving on active duty Previously served on active duty but not now on active duty Have never served on active duty
Vote Intent
D 0.92%
(0.60%, 1.40%) 		7.30%
(6.12%, 8.70%) 		91.78%
(90.36%, 93.02%)
R 0.72%
(0.46%, 1.14%) 		12.22%
(10.94%, 13.62%) 		87.06%
(85.62%, 88.38%)
Gender
D - Male 0.96%
(0.46%, 2.04%) 		13.18%
(10.94%, 15.82%) 		85.84%
(83.10%, 88.20%)
D - Female 0.88%
(0.56%, 1.38%) 		2.42%
(1.70%, 3.46%) 		96.70%
(95.58%, 97.54%)
R - Male 0.84%
(0.46%, 1.54%) 		20.10%
(17.80%, 22.62%) 		79.06%
(76.46%, 81.44%)
R - Female 0.60%
(0.32%, 1.14%) 		3.88%
(2.82%, 5.32%) 		95.52%
(94.06%, 96.62%)
Age and Gender
D - Male - 18 to 34 2.06%
(0.68%, 6.02%) 		0.64%
(0.22%, 1.86%) 		97.30%
(93.62%, 98.88%)
D - Male - 35 to 54 0.92%
(0.32%, 2.62%) 		9.76%
(6.70%, 14.00%) 		89.34%
(85.02%, 92.52%)
D - Male - 55+ 0.20%
(0.04%, 0.86%) 		26.50%
(22.20%, 31.28%) 		73.30%
(68.52%, 77.60%)
D - Female - 18 to 34 1.34%
(0.52%, 3.38%) 		1.40%
(0.38%, 4.92%) 		97.26%
(93.96%, 98.78%)
D - Female - 35 to 54 0.12%
(0.02%, 0.54%) 		2.82%
(1.60%, 4.88%) 		97.06%
(94.98%, 98.28%)
D - Female - 55+ 1.12%
(0.60%, 2.08%) 		2.94%
(1.94%, 4.40%) 		95.96%
(94.28%, 97.14%)
R - Male - 18 to 34 2.28%
(0.94%, 5.38%) 		8.48%
(5.48%, 12.88%) 		89.26%
(84.60%, 92.62%)
R - Male - 35 to 54 0.48%
(0.18%, 1.24%) 		11.74%
(8.78%, 15.54%) 		87.78%
(83.94%, 90.78%)
R - Male - 55+ 0.22%
(0.08%, 0.72%) 		30.54%
(26.80%, 34.58%) 		69.22%
(65.16%, 73.00%)
R - Female - 18 to 34 0.18%
(0.02%, 1.30%) 		1.58%
(0.62%, 4.00%) 		98.24%
(95.86%, 99.26%)
R - Female - 35 to 54 1.04%
(0.40%, 2.68%) 		3.34%
(1.56%, 7.02%) 		95.62%
(92.00%, 97.64%)
R - Female - 55+ 0.34%
(0.14%, 0.84%) 		5.48%
(3.84%, 7.76%) 		94.18%
(91.92%, 95.84%)
Race
D - White 0.42%
(0.14%, 1.26%) 		7.26%
(5.90%, 8.88%) 		92.32%
(90.68%, 93.70%)
D - Non-white 1.48%
(0.94%, 2.34%) 		7.36%
(5.70%, 9.46%) 		91.16%
(88.96%, 92.94%)
R - White 0.62%
(0.38%, 0.98%) 		12.04%
(10.72%, 13.52%) 		87.34%
(85.86%, 88.68%)
R - Non-white 1.24%
(0.46%, 3.32%) 		13.10%
(9.96%, 17.04%) 		85.66%
(81.80%, 88.84%)
Education
D - College Grad 0.48%
(0.24%, 0.94%) 		6.66%
(5.32%, 8.32%) 		92.86%
(91.22%, 94.22%)
D - Not college grad 1.16%
(0.66%, 2.00%) 		7.98%
(6.40%, 9.92%) 		90.88%
(88.86%, 92.54%)
R - College Grad 1.00%
(0.58%, 1.70%) 		12.86%
(10.92%, 15.08%) 		86.14%
(83.88%, 88.14%)
R - Not college grad 0.62%
(0.32%, 1.18%) 		11.82%
(10.48%, 13.30%) 		87.56%
(86.00%, 88.96%) 
anes %>% tabtemplate1(V201517, "Worked for pay last week")
Worked for pay last week
Count Pct
-Refused 29 0.34%
Yes 4,756 57.44%
No, did not work (or retired) 3,495 42.22%
Worked for pay last week
D Voters R Voters
Yes 57.2% 56.7%
No, did not work (or retired) 42.8% 43.3%
Worked for pay last week
Yes No, did not work (or retired)
Vote Intent
D 57.18%
(55.10%, 59.26%) 		42.82%
(40.74%, 44.90%)
R 56.72%
(54.54%, 58.88%) 		43.28%
(41.12%, 45.46%)
Gender
D - Male 61.06%
(57.62%, 64.38%) 		38.94%
(35.62%, 42.38%)
D - Female 53.94%
(51.32%, 56.52%) 		46.06%
(43.48%, 48.68%)
R - Male 62.86%
(59.84%, 65.78%) 		37.14%
(34.22%, 40.16%)
R - Female 50.16%
(46.80%, 53.52%) 		49.84%
(46.48%, 53.20%)
Age and Gender
D - Male - 18 to 34 65.54%
(57.48%, 72.80%) 		34.46%
(27.20%, 42.52%)
D - Male - 35 to 54 80.18%
(75.70%, 84.00%) 		19.82%
(16.00%, 24.30%)
D - Male - 55+ 39.06%
(34.36%, 43.96%) 		60.94%
(56.04%, 65.64%)
D - Female - 18 to 34 62.80%
(57.26%, 68.04%) 		37.20%
(31.96%, 42.74%)
D - Female - 35 to 54 72.76%
(68.82%, 76.38%) 		27.24%
(23.62%, 31.18%)
D - Female - 55+ 34.24%
(30.18%, 38.54%) 		65.76%
(61.46%, 69.82%)
R - Male - 18 to 34 70.84%
(61.86%, 78.46%) 		29.16%
(21.54%, 38.14%)
R - Male - 35 to 54 84.36%
(79.94%, 87.96%) 		15.64%
(12.04%, 20.06%)
R - Male - 55+ 43.78%
(39.44%, 48.20%) 		56.22%
(51.80%, 60.56%)
R - Female - 18 to 34 62.28%
(53.76%, 70.10%) 		37.72%
(29.90%, 46.24%)
R - Female - 35 to 54 68.36%
(62.38%, 73.76%) 		31.64%
(26.24%, 37.62%)
R - Female - 55+ 31.60%
(27.64%, 35.84%) 		68.40%
(64.16%, 72.36%)
Race
D - White 58.42%
(55.76%, 61.04%) 		41.58%
(38.96%, 44.24%)
D - Non-white 55.90%
(52.42%, 59.34%) 		44.10%
(40.66%, 47.58%)
R - White 55.98%
(53.64%, 58.32%) 		44.02%
(41.68%, 46.36%)
R - Non-white 60.54%
(54.16%, 66.58%) 		39.46%
(33.42%, 45.84%)
Education
D - College Grad 69.48%
(66.80%, 72.02%) 		30.52%
(27.98%, 33.20%)
D - Not college grad 48.02%
(44.84%, 51.20%) 		51.98%
(48.80%, 55.16%)
R - College Grad 62.80%
(58.98%, 66.48%) 		37.20%
(33.52%, 41.02%)
R - Not college grad 54.26%
(51.60%, 56.90%) 		45.74%
(43.10%, 48.40%) 
anes %>% tabtemplate1(V201529, "Describe employment")
Describe employment
Count Pct
-Refused 169 2.04%
-Inapplicable 283 3.42%
For-profit company or organization 4,311 52.06%
Non-profit organization (including tax-exempt and charitable organizations) 822 9.92%
Local government (for example: city or county school district) 742 8.96%
State government (including state colleges/universities) 342 4.12%
Active duty U.S. Armed Forces or Commissioned Corps 44 0.54%
Federal government civilian employee 317 3.82%
Owner of non-incorporated business, professional practice, or farm 645 7.78%
Owner of incorporated business, professional practice, or farm 440 5.32%
Worked without pay in a for-profit family business or farm for 15 hours or mo 165 2.00%
Describe employment
D Voters R Voters
For-profit company or organization 53.3% 56.3%
Non-profit organization (including tax-exempt and charitable organizations) 12.3% 8.5%
Local government (for example: city or county school district) 10.6% 8.5%
State government (including state colleges/universities) 5.5% 3.1%
Active duty U.S. Armed Forces or Commissioned Corps 0.3% 0.8%
Federal government civilian employee 4.2% 4.1%
Owner of non-incorporated business, professional practice, or farm 7.5% 8.8%
Owner of incorporated business, professional practice, or farm 4.3% 7.7%
Worked without pay in a for-profit family business or farm for 15 hours or mo 1.9% 2.2%
Describe employment
For-profit company or organization Non-profit organization (including tax-exempt and charitable organizations) Local government (for example: city or county school district) State government (including state colleges/universities) Active duty U.S. Armed Forces or Commissioned Corps Federal government civilian employee Owner of non-incorporated business, professional practice, or farm Owner of incorporated business, professional practice, or farm Worked without pay in a for-profit family business or farm for 15 hours or mo
Vote Intent
D 53.30%
(51.38%, 55.24%) 		12.32%
(11.20%, 13.52%) 		10.62%
(9.46%, 11.92%) 		5.54%
(4.64%, 6.62%) 		0.32%
(0.18%, 0.56%) 		4.22%
(3.44%, 5.18%) 		7.48%
(6.34%, 8.80%) 		4.28%
(3.48%, 5.24%) 		1.90%
(1.36%, 2.66%)
R 56.26%
(54.04%, 58.48%) 		8.54%
(7.50%, 9.70%) 		8.50%
(7.26%, 9.90%) 		3.14%
(2.48%, 3.98%) 		0.80%
(0.48%, 1.34%) 		4.06%
(3.30%, 5.00%) 		8.84%
(7.66%, 10.18%) 		7.70%
(6.46%, 9.16%) 		2.16%
(1.54%, 3.00%)
Gender
D - Male 56.96%
(53.82%, 60.04%) 		9.50%
(7.78%, 11.56%) 		8.58%
(6.90%, 10.62%) 		4.62%
(3.52%, 6.02%) 		0.40%
(0.20%, 0.84%) 		4.70%
(3.38%, 6.50%) 		8.76%
(7.06%, 10.84%) 		5.08%
(3.88%, 6.64%) 		1.38%
(0.82%, 2.32%)
D - Female 50.36%
(47.78%, 52.94%) 		14.62%
(13.12%, 16.28%) 		12.32%
(10.56%, 14.34%) 		6.26%
(4.92%, 7.94%) 		0.18%
(0.08%, 0.48%) 		3.84%
(3.00%, 4.92%) 		6.42%
(5.06%, 8.14%) 		3.62%
(2.66%, 4.90%) 		2.34%
(1.58%, 3.46%)
R - Male 58.52%
(55.36%, 61.62%) 		5.98%
(4.64%, 7.68%) 		6.64%
(5.30%, 8.30%) 		2.68%
(1.98%, 3.64%) 		1.20%
(0.68%, 2.10%) 		4.46%
(3.54%, 5.60%) 		9.92%
(8.02%, 12.20%) 		9.34%
(7.40%, 11.70%) 		1.26%
(0.70%, 2.26%)
R - Female 53.72%
(50.42%, 56.98%) 		11.26%
(9.70%, 13.02%) 		10.56%
(8.62%, 12.88%) 		3.66%
(2.64%, 5.08%) 		0.38%
(0.12%, 1.28%) 		3.64%
(2.46%, 5.38%) 		7.68%
(6.24%, 9.44%) 		5.96%
(4.40%, 8.00%) 		3.14%
(2.08%, 4.68%)
Age and Gender
D - Male - 18 to 34 61.22%
(54.18%, 67.82%) 		10.16%
(6.54%, 15.46%) 		9.22%
(5.46%, 15.14%) 		2.94%
(1.42%, 6.04%) 		0.28%
(0.06%, 1.18%) 		3.34%
(1.56%, 7.06%) 		6.52%
(3.72%, 11.18%) 		4.52%
(2.24%, 8.92%) 		1.80%
(0.66%, 4.74%)
D - Male - 35 to 54 60.66%
(55.44%, 65.62%) 		7.30%
(5.22%, 10.14%) 		8.28%
(6.02%, 11.30%) 		5.06%
(3.32%, 7.64%) 		0.58%
(0.18%, 1.78%) 		3.56%
(2.04%, 6.12%) 		8.90%
(5.96%, 13.10%) 		4.02%
(2.54%, 6.30%) 		1.62%
(0.70%, 3.74%)
D - Male - 55+ 49.96%
(45.06%, 54.86%) 		11.64%
(8.68%, 15.44%) 		8.40%
(5.76%, 12.12%) 		5.26%
(3.44%, 8.02%) 		0.36%
(0.12%, 1.18%) 		7.16%
(4.88%, 10.40%) 		10.00%
(7.62%, 13.04%) 		6.32%
(4.10%, 9.60%) 		0.88%
(0.36%, 2.16%)
D - Female - 18 to 34 57.36%
(51.18%, 63.30%) 		11.54%
(8.78%, 15.00%) 		9.06%
(6.02%, 13.40%) 		5.76%
(3.54%, 9.24%) 		0.26%
(0.04%, 1.42%) 		3.06%
(1.62%, 5.74%) 		6.04%
(3.30%, 10.84%) 		3.42%
(1.60%, 7.18%) 		3.50%
(1.62%, 7.38%)
D - Female - 35 to 54 51.42%
(46.46%, 56.36%) 		15.92%
(12.94%, 19.46%) 		13.62%
(10.52%, 17.46%) 		5.04%
(3.58%, 7.04%) 		0.14%
(0.04%, 0.64%) 		2.94%
(1.82%, 4.72%) 		5.50%
(3.42%, 8.72%) 		3.22%
(1.86%, 5.56%) 		2.18%
(1.22%, 3.84%)
D - Female - 55+ 44.50%
(40.52%, 48.56%) 		16.04%
(13.10%, 19.50%) 		13.08%
(10.34%, 16.38%) 		7.80%
(5.66%, 10.66%) 		0.18%
(0.04%, 0.74%) 		5.32%
(3.96%, 7.10%) 		7.56%
(5.72%, 9.92%) 		3.96%
(2.80%, 5.58%) 		1.56%
(0.90%, 2.72%)
R - Male - 18 to 34 63.52%
(55.60%, 70.76%) 		7.68%
(4.68%, 12.34%) 		5.82%
(3.22%, 10.28%) 		1.54%
(0.52%, 4.38%) 		4.06%
(1.96%, 8.22%) 		2.00%
(0.64%, 6.04%) 		9.24%
(5.24%, 15.78%) 		5.68%
(2.60%, 11.94%) 		0.48%
(0.14%, 1.50%)
R - Male - 35 to 54 59.52%
(53.46%, 65.32%) 		6.04%
(3.64%, 9.84%) 		7.10%
(4.76%, 10.44%) 		2.60%
(1.44%, 4.62%) 		0.92%
(0.38%, 2.28%) 		3.92%
(2.54%, 6.02%) 		9.76%
(6.84%, 13.72%) 		9.02%
(6.22%, 12.90%) 		1.14%
(0.36%, 3.44%)
R - Male - 55+ 55.94%
(51.56%, 60.22%) 		5.30%
(3.78%, 7.42%) 		6.48%
(4.72%, 8.84%) 		3.28%
(2.12%, 5.06%) 		0.02%
(0.00%, 0.10%) 		5.30%
(3.92%, 7.14%) 		10.76%
(8.04%, 14.26%) 		11.64%
(8.54%, 15.70%) 		1.28%
(0.70%, 2.36%)
R - Female - 18 to 34 56.56%
(47.66%, 65.06%) 		9.98%
(6.24%, 15.58%) 		3.96%
(1.90%, 8.08%) 		5.22%
(2.34%, 11.20%) 		1.16%
(0.16%, 7.84%) 		4.66%
(2.16%, 9.80%) 		6.50%
(3.88%, 10.66%) 		6.18%
(2.84%, 12.92%) 		5.78%
(2.38%, 13.38%)
R - Female - 35 to 54 54.22%
(48.38%, 59.94%) 		14.70%
(11.12%, 19.20%) 		11.78%
(8.48%, 16.14%) 		1.50%
(0.78%, 2.88%) 		0.26%
(0.06%, 1.34%) 		1.58%
(0.80%, 3.08%) 		9.68%
(6.66%, 13.88%) 		3.46%
(2.06%, 5.76%) 		2.80%
(1.56%, 5.02%)
R - Female - 55+ 53.60%
(48.88%, 58.24%) 		9.08%
(7.40%, 11.10%) 		11.50%
(8.76%, 14.94%) 		4.52%
(2.98%, 6.80%) 		NA 5.10%
(2.98%, 8.64%) 		6.26%
(4.62%, 8.44%) 		7.34%
(5.20%, 10.24%) 		2.60%
(1.46%, 4.62%)
Race
D - White 55.80%
(53.40%, 58.18%) 		12.22%
(10.80%, 13.80%) 		8.90%
(7.64%, 10.34%) 		5.70%
(4.46%, 7.26%) 		0.32%
(0.14%, 0.74%) 		3.22%
(2.48%, 4.18%) 		7.68%
(6.38%, 9.20%) 		4.48%
(3.58%, 5.56%) 		1.70%
(1.06%, 2.72%)
D - Non-white 50.22%
(47.24%, 53.20%) 		12.50%
(10.50%, 14.82%) 		12.78%
(10.74%, 15.16%) 		5.36%
(4.12%, 6.90%) 		0.34%
(0.14%, 0.74%) 		5.54%
(4.10%, 7.44%) 		7.08%
(5.42%, 9.20%) 		4.00%
(2.68%, 5.94%) 		2.18%
(1.36%, 3.50%)
R - White 56.88%
(54.16%, 59.54%) 		8.60%
(7.46%, 9.88%) 		8.26%
(6.94%, 9.78%) 		3.06%
(2.36%, 3.94%) 		0.40%
(0.20%, 0.74%) 		4.24%
(3.28%, 5.44%) 		8.84%
(7.52%, 10.34%) 		7.66%
(6.28%, 9.30%) 		2.10%
(1.46%, 3.02%)
R - Non-white 53.54%
(46.74%, 60.22%) 		8.38%
(6.16%, 11.30%) 		9.56%
(6.54%, 13.80%) 		3.58%
(2.14%, 5.96%) 		2.72%
(1.30%, 5.58%) 		3.38%
(1.90%, 5.94%) 		8.32%
(5.56%, 12.26%) 		8.10%
(5.36%, 12.04%) 		2.42%
(1.08%, 5.34%)
Education
D - College Grad 49.22%
(46.40%, 52.04%) 		15.06%
(13.36%, 16.92%) 		12.46%
(10.80%, 14.32%) 		7.76%
(6.32%, 9.52%) 		0.56%
(0.28%, 1.06%) 		4.40%
(3.44%, 5.64%) 		6.10%
(4.68%, 7.92%) 		4.04%
(3.08%, 5.28%) 		0.40%
(0.20%, 0.78%)
D - Not college grad 56.26%
(53.36%, 59.12%) 		10.02%
(8.34%, 11.98%) 		9.18%
(7.46%, 11.26%) 		3.68%
(2.66%, 5.08%) 		0.14%
(0.04%, 0.40%) 		4.18%
(3.02%, 5.74%) 		8.76%
(7.06%, 10.82%) 		4.58%
(3.42%, 6.12%) 		3.22%
(2.26%, 4.56%)
R - College Grad 49.42%
(45.74%, 53.10%) 		12.32%
(10.14%, 14.90%) 		12.82%
(10.46%, 15.62%) 		5.62%
(4.02%, 7.82%) 		0.66%
(0.32%, 1.34%) 		3.96%
(2.84%, 5.48%) 		7.38%
(5.68%, 9.54%) 		7.08%
(5.40%, 9.26%) 		0.74%
(0.32%, 1.64%)
R - Not college grad 58.96%
(56.18%, 61.68%) 		6.96%
(5.82%, 8.30%) 		6.62%
(5.46%, 8.04%) 		2.00%
(1.40%, 2.82%) 		0.88%
(0.46%, 1.68%) 		4.16%
(3.16%, 5.44%) 		9.56%
(8.00%, 11.36%) 		8.14%
(6.58%, 10.00%) 		2.74%
(1.92%, 3.92%) 
anes %>% tabtemplate1(V201542, "Spouse partner working status")
Spouse partner working status
Count Pct
-Refused 24 0.30%
-Inapplicable 2,943 35.54%
Working now 3,326 40.18%
Temporarily laid off 141 1.70%
Unemployed 318 3.84%
Retired 1,063 12.84%
Permanently disabled 133 1.60%
Homemaker 302 3.64%
Student 29 0.34%
Spouse partner working status
D Voters R Voters
Working now 63.8% 60.4%
Temporarily laid off 3.4% 1.9%
Unemployed 6.0% 5.3%
Retired 19.3% 22.9%
Permanently disabled 2.2% 2.7%
Homemaker 4.6% 6.5%
Student 0.7% 0.4%
Spouse partner working status
Working now Temporarily laid off Unemployed Retired Permanently disabled Homemaker Student
Vote Intent
D 63.82%
(61.18%, 66.38%) 		3.36%
(2.48%, 4.54%) 		6.02%
(4.88%, 7.38%) 		19.30%
(17.40%, 21.34%) 		2.24%
(1.58%, 3.16%) 		4.58%
(3.62%, 5.80%) 		0.70%
(0.40%, 1.22%)
R 60.36%
(57.64%, 63.00%) 		1.92%
(1.36%, 2.68%) 		5.26%
(4.18%, 6.60%) 		22.88%
(20.82%, 25.10%) 		2.68%
(1.90%, 3.80%) 		6.54%
(5.46%, 7.82%) 		0.36%
(0.16%, 0.74%)
Gender
D - Male 60.24%
(56.40%, 63.94%) 		3.98%
(2.56%, 6.12%) 		6.78%
(4.96%, 9.20%) 		17.18%
(14.52%, 20.22%) 		2.96%
(1.90%, 4.60%) 		7.96%
(6.36%, 9.94%) 		0.90%
(0.44%, 1.82%)
D - Female 66.92%
(63.20%, 70.42%) 		2.82%
(1.86%, 4.22%) 		5.36%
(3.98%, 7.18%) 		21.26%
(18.44%, 24.40%) 		1.58%
(0.92%, 2.66%) 		1.54%
(0.74%, 3.18%) 		0.52%
(0.22%, 1.20%)
R - Male 58.00%
(54.36%, 61.56%) 		2.12%
(1.32%, 3.36%) 		4.58%
(3.18%, 6.56%) 		21.32%
(18.82%, 24.06%) 		1.86%
(1.24%, 2.78%) 		11.60%
(9.62%, 13.92%) 		0.52%
(0.22%, 1.16%)
R - Female 62.72%
(58.96%, 66.34%) 		1.70%
(0.96%, 3.00%) 		6.02%
(4.42%, 8.18%) 		24.68%
(21.60%, 28.04%) 		3.58%
(2.28%, 5.60%) 		1.10%
(0.62%, 1.88%) 		0.18%
(0.04%, 0.96%)
Age and Gender
D - Male - 18 to 34 71.92%
(62.22%, 79.94%) 		6.16%
(2.14%, 16.38%) 		9.82%
(5.00%, 18.40%) 		0.70%
(0.10%, 4.96%) 		2.04%
(0.60%, 6.56%) 		6.14%
(3.28%, 11.16%) 		3.22%
(1.38%, 7.34%)
D - Male - 35 to 54 74.10%
(68.04%, 79.36%) 		4.98%
(2.72%, 8.96%) 		7.80%
(4.94%, 12.08%) 		0.92%
(0.36%, 2.38%) 		1.76%
(0.64%, 4.84%) 		9.40%
(6.58%, 13.24%) 		1.04%
(0.32%, 3.28%)
D - Male - 55+ 43.06%
(37.32%, 48.98%) 		2.36%
(1.20%, 4.56%) 		4.92%
(2.72%, 8.68%) 		37.98%
(32.74%, 43.52%) 		4.52%
(2.50%, 8.04%) 		7.16%
(4.88%, 10.42%) 		NA
D - Female - 18 to 34 81.08%
(74.10%, 86.52%) 		3.26%
(1.36%, 7.64%) 		9.56%
(5.94%, 15.00%) 		NA 1.82%
(0.42%, 7.44%) 		1.92%
(0.70%, 5.18%) 		2.36%
(0.96%, 5.70%)
D - Female - 35 to 54 86.26%
(81.28%, 90.08%) 		4.18%
(2.34%, 7.36%) 		5.72%
(3.66%, 8.82%) 		2.10%
(0.88%, 4.90%) 		1.12%
(0.40%, 3.10%) 		0.46%
(0.18%, 1.28%) 		0.16%
(0.02%, 1.12%)
D - Female - 55+ 40.98%
(35.34%, 46.90%) 		1.12%
(0.46%, 2.62%) 		3.16%
(1.84%, 5.40%) 		50.32%
(44.48%, 56.14%) 		1.96%
(1.04%, 3.70%) 		2.46%
(0.84%, 6.94%) 		NA
R - Male - 18 to 34 67.86%
(58.12%, 76.26%) 		3.90%
(1.08%, 13.04%) 		12.26%
(6.40%, 22.22%) 		2.26%
(0.32%, 14.46%) 		NA 11.68%
(6.74%, 19.46%) 		2.04%
(0.72%, 5.66%)
R - Male - 35 to 54 77.80%
(71.80%, 82.82%) 		1.82%
(0.94%, 3.52%) 		4.90%
(2.66%, 8.82%) 		0.94%
(0.24%, 3.72%) 		0.20%
(0.02%, 1.44%) 		13.54%
(9.82%, 18.40%) 		0.78%
(0.26%, 2.30%)
R - Male - 55+ 41.76%
(36.90%, 46.80%) 		2.04%
(1.06%, 3.86%) 		2.86%
(1.64%, 4.92%) 		40.26%
(35.80%, 44.90%) 		3.38%
(2.22%, 5.10%) 		9.70%
(7.14%, 13.02%) 		NA
R - Female - 18 to 34 77.76%
(68.36%, 84.96%) 		5.16%
(2.04%, 12.48%) 		11.42%
(6.20%, 20.06%) 		1.04%
(0.24%, 4.36%) 		1.02%
(0.14%, 7.06%) 		2.52%
(1.00%, 6.18%) 		1.10%
(0.16%, 7.46%)
R - Female - 35 to 54 85.04%
(80.06%, 88.96%) 		1.58%
(0.60%, 4.02%) 		7.00%
(4.26%, 11.28%) 		2.90%
(1.52%, 5.48%) 		1.90%
(0.88%, 3.98%) 		1.48%
(0.52%, 4.14%) 		0.10%
(0.02%, 0.66%)
R - Female - 55+ 37.38%
(32.24%, 42.82%) 		0.92%
(0.32%, 2.60%) 		4.20%
(2.26%, 7.68%) 		50.86%
(44.92%, 56.78%) 		6.18%
(3.70%, 10.14%) 		0.46%
(0.14%, 1.46%) 		NA
Race
D - White 63.48%
(60.26%, 66.62%) 		2.56%
(1.74%, 3.72%) 		4.12%
(3.04%, 5.56%) 		23.10%
(20.38%, 26.06%) 		1.46%
(0.90%, 2.36%) 		4.38%
(3.22%, 5.92%) 		0.88%
(0.46%, 1.72%)
D - Non-white 64.28%
(59.88%, 68.44%) 		4.68%
(2.92%, 7.44%) 		9.12%
(6.80%, 12.10%) 		13.20%
(10.56%, 16.38%) 		3.50%
(2.14%, 5.66%) 		4.82%
(3.38%, 6.84%) 		0.40%
(0.16%, 1.10%)
R - White 60.06%
(57.08%, 62.94%) 		1.50%
(1.02%, 2.18%) 		4.08%
(3.08%, 5.38%) 		24.48%
(22.16%, 26.94%) 		2.96%
(2.08%, 4.22%) 		6.68%
(5.46%, 8.14%) 		0.24%
(0.10%, 0.64%)
R - Non-white 61.58%
(55.28%, 67.54%) 		4.10%
(2.02%, 8.16%) 		11.52%
(7.56%, 17.16%) 		14.60%
(9.96%, 20.90%) 		1.32%
(0.30%, 5.56%) 		5.92%
(3.72%, 9.32%) 		0.94%
(0.30%, 2.96%)
Education
D - College Grad 70.54%
(67.56%, 73.36%) 		2.68%
(1.84%, 3.88%) 		3.38%
(2.36%, 4.80%) 		17.88%
(15.54%, 20.48%) 		0.62%
(0.36%, 1.08%) 		4.04%
(3.14%, 5.22%) 		0.86%
(0.42%, 1.72%)
D - Not college grad 56.62%
(52.62%, 60.56%) 		4.12%
(2.64%, 6.42%) 		9.00%
(7.08%, 11.34%) 		20.62%
(17.94%, 23.60%) 		4.02%
(2.70%, 5.96%) 		5.06%
(3.44%, 7.38%) 		0.54%
(0.22%, 1.38%)
R - College Grad 65.56%
(61.76%, 69.16%) 		1.16%
(0.66%, 2.02%) 		4.68%
(2.92%, 7.42%) 		19.76%
(16.78%, 23.12%) 		0.88%
(0.38%, 2.00%) 		7.74%
(6.00%, 9.94%) 		0.22%
(0.06%, 0.70%)
R - Not college grad 58.44%
(54.86%, 61.92%) 		2.30%
(1.50%, 3.54%) 		5.38%
(4.10%, 7.02%) 		23.90%
(21.30%, 26.70%) 		3.50%
(2.38%, 5.10%) 		6.04%
(4.84%, 7.54%) 		0.44%
(0.18%, 1.02%) 
anes %>% tabtemplate1(V201544, "Anyone in HH belong to labor union")
Anyone in HH belong to labor union
Count Pct
-Refused 25 0.30%
-Don’t know 4 0.06%
Yes 1,239 14.96%
No 7,012 84.68%
Anyone in HH belong to labor union
D Voters R Voters
Yes 16.6% 13.9%
No 83.4% 86.1%
Anyone in HH belong to labor union
Yes No
Vote Intent
D 16.58%
(14.98%, 18.34%) 		83.42%
(81.66%, 85.02%)
R 13.88%
(12.24%, 15.72%) 		86.12%
(84.28%, 87.76%)
Gender
D - Male 19.04%
(16.42%, 21.98%) 		80.96%
(78.02%, 83.58%)
D - Female 14.44%
(12.40%, 16.76%) 		85.56%
(83.24%, 87.60%)
R - Male 14.38%
(12.14%, 16.94%) 		85.62%
(83.06%, 87.86%)
R - Female 13.46%
(11.00%, 16.38%) 		86.54%
(83.62%, 89.00%)
Age and Gender
D - Male - 18 to 34 21.80%
(16.40%, 28.38%) 		78.20%
(71.62%, 83.60%)
D - Male - 35 to 54 18.96%
(14.82%, 23.94%) 		81.04%
(76.06%, 85.18%)
D - Male - 55+ 17.68%
(14.10%, 21.92%) 		82.32%
(78.08%, 85.90%)
D - Female - 18 to 34 12.44%
(8.92%, 17.10%) 		87.56%
(82.90%, 91.08%)
D - Female - 35 to 54 16.42%
(13.22%, 20.22%) 		83.58%
(79.78%, 86.78%)
D - Female - 55+ 14.50%
(11.42%, 18.22%) 		85.50%
(81.78%, 88.58%)
R - Male - 18 to 34 19.12%
(13.14%, 26.98%) 		80.88%
(73.02%, 86.86%)
R - Male - 35 to 54 14.90%
(11.42%, 19.18%) 		85.10%
(80.82%, 88.58%)
R - Male - 55+ 11.94%
(9.14%, 15.44%) 		88.06%
(84.56%, 90.86%)
R - Female - 18 to 34 12.04%
(7.14%, 19.64%) 		87.96%
(80.36%, 92.86%)
R - Female - 35 to 54 14.98%
(10.78%, 20.44%) 		85.02%
(79.56%, 89.22%)
R - Female - 55+ 10.90%
(8.14%, 14.44%) 		89.10%
(85.56%, 91.86%)
Race
D - White 17.22%
(15.28%, 19.36%) 		82.78%
(80.64%, 84.72%)
D - Non-white 15.92%
(13.34%, 18.86%) 		84.08%
(81.14%, 86.66%)
R - White 13.68%
(11.86%, 15.72%) 		86.32%
(84.28%, 88.14%)
R - Non-white 15.32%
(11.16%, 20.68%) 		84.68%
(79.32%, 88.84%)
Education
D - College Grad 16.26%
(14.40%, 18.32%) 		83.74%
(81.68%, 85.60%)
D - Not college grad 16.72%
(14.30%, 19.46%) 		83.28%
(80.54%, 85.70%)
R - College Grad 14.42%
(11.68%, 17.68%) 		85.58%
(82.32%, 88.32%)
R - Not college grad 13.68%
(11.50%, 16.18%) 		86.32%
(83.82%, 88.50%) 
anes %>% tabtemplate1(V201553, "Native status of parents")
Native status of parents
Count Pct
-Refused 29 0.36%
-Don’t know 2 0.02%
Both parents born in the US 6,623 80.00%
One parent born in the US 494 5.96%
Both parents born in another country 1,132 13.66%
Native status of parents
D Voters R Voters
Both parents born in the US 76.2% 86.6%
One parent born in the US 7.0% 4.5%
Both parents born in another country 16.8% 8.9%
Native status of parents
Both parents born in the US One parent born in the US Both parents born in another country
Vote Intent
D 76.16%
(74.16%, 78.06%) 		7.02%
(5.96%, 8.24%) 		16.82%
(15.16%, 18.60%)
R 86.58%
(84.88%, 88.12%) 		4.50%
(3.58%, 5.62%) 		8.92%
(7.68%, 10.32%)
Gender
D - Male 75.52%
(72.02%, 78.70%) 		6.70%
(5.18%, 8.64%) 		17.80%
(14.96%, 21.02%)
D - Female 76.60%
(74.10%, 78.92%) 		7.32%
(6.04%, 8.86%) 		16.08%
(13.98%, 18.42%)
R - Male 85.38%
(82.66%, 87.74%) 		4.30%
(3.18%, 5.80%) 		10.32%
(8.40%, 12.62%)
R - Female 87.86%
(85.42%, 89.94%) 		4.70%
(3.40%, 6.44%) 		7.44%
(5.88%, 9.38%)
Age and Gender
D - Male - 18 to 34 71.16%
(64.38%, 77.12%) 		8.16%
(5.08%, 12.84%) 		20.68%
(15.40%, 27.20%)
D - Male - 35 to 54 72.62%
(66.62%, 77.88%) 		8.50%
(5.84%, 12.24%) 		18.88%
(14.26%, 24.58%)
D - Male - 55+ 82.28%
(78.42%, 85.58%) 		3.62%
(2.46%, 5.30%) 		14.08%
(10.92%, 18.00%)
D - Female - 18 to 34 69.54%
(64.38%, 74.26%) 		10.22%
(7.28%, 14.16%) 		20.24%
(16.12%, 25.10%)
D - Female - 35 to 54 75.76%
(70.76%, 80.14%) 		6.70%
(4.86%, 9.16%) 		17.54%
(13.82%, 22.02%)
D - Female - 55+ 81.80%
(78.08%, 85.02%) 		6.02%
(4.18%, 8.60%) 		12.18%
(9.34%, 15.74%)
R - Male - 18 to 34 82.88%
(76.12%, 88.04%) 		5.08%
(2.44%, 10.24%) 		12.04%
(7.80%, 18.12%)
R - Male - 35 to 54 85.40%
(81.20%, 88.78%) 		3.64%
(2.28%, 5.78%) 		10.96%
(7.82%, 15.14%)
R - Male - 55+ 87.40%
(83.74%, 90.34%) 		3.78%
(2.34%, 6.02%) 		8.82%
(6.20%, 12.38%)
R - Female - 18 to 34 89.86%
(84.04%, 93.72%) 		4.54%
(2.36%, 8.58%) 		5.60%
(2.72%, 11.16%)
R - Female - 35 to 54 87.64%
(83.88%, 90.62%) 		2.66%
(1.56%, 4.50%) 		9.70%
(7.02%, 13.24%)
R - Female - 55+ 87.68%
(84.20%, 90.48%) 		6.38%
(4.34%, 9.24%) 		5.94%
(4.16%, 8.44%)
Race
D - White 89.82%
(88.04%, 91.36%) 		5.42%
(4.34%, 6.76%) 		4.74%
(3.68%, 6.10%)
D - Non-white 59.26%
(55.90%, 62.52%) 		9.00%
(7.32%, 11.00%) 		31.76%
(28.70%, 34.98%)
R - White 93.26%
(91.76%, 94.50%) 		3.56%
(2.66%, 4.78%) 		3.18%
(2.40%, 4.20%)
R - Non-white 56.48%
(50.98%, 61.80%) 		8.72%
(6.34%, 11.86%) 		34.80%
(29.58%, 40.42%)
Education
D - College Grad 78.34%
(75.80%, 80.70%) 		6.94%
(5.46%, 8.78%) 		14.72%
(12.78%, 16.90%)
D - Not college grad 74.76%
(71.82%, 77.46%) 		7.08%
(5.66%, 8.82%) 		18.18%
(15.76%, 20.86%)
R - College Grad 83.88%
(80.74%, 86.58%) 		5.46%
(3.84%, 7.68%) 		10.66%
(8.38%, 13.48%)
R - Not college grad 87.76%
(85.74%, 89.54%) 		4.16%
(3.16%, 5.44%) 		8.08%
(6.62%, 9.84%) 
anes %>% tabtemplate1(V201555, "How many grandparents born outside the US")
How many grandparents born outside the US
Count Pct
-Refused 56 0.68%
-Don’t know 15 0.18%
None 5,084 61.40%
One 537 6.48%
Two 752 9.08%
Three 138 1.66%
All 1,698 20.50%
How many grandparents born outside the US
D Voters R Voters
None 56.9% 68.2%
One 6.4% 6.6%
Two 10.2% 8.3%
Three 2.5% 0.9%
All 23.9% 16.0%
How many grandparents born outside the US
None One Two Three All
Vote Intent
D 56.88%
(54.72%, 59.02%) 		6.44%
(5.48%, 7.56%) 		10.24%
(9.12%, 11.50%) 		2.54%
(1.94%, 3.30%) 		23.88%
(21.90%, 25.98%)
R 68.20%
(66.04%, 70.30%) 		6.56%
(5.54%, 7.74%) 		8.32%
(7.28%, 9.48%) 		0.88%
(0.64%, 1.24%) 		16.04%
(14.38%, 17.86%)
Gender
D - Male 57.58%
(54.20%, 60.88%) 		5.50%
(4.26%, 7.08%) 		10.54%
(8.78%, 12.60%) 		2.02%
(1.36%, 3.00%) 		24.36%
(21.14%, 27.90%)
D - Female 56.20%
(53.32%, 59.04%) 		7.26%
(5.90%, 8.90%) 		10.06%
(8.64%, 11.70%) 		2.96%
(2.10%, 4.18%) 		23.50%
(20.86%, 26.38%)
R - Male 67.40%
(64.20%, 70.46%) 		6.12%
(4.66%, 8.00%) 		7.82%
(6.36%, 9.58%) 		0.86%
(0.54%, 1.40%) 		17.78%
(15.40%, 20.48%)
R - Female 68.94%
(65.96%, 71.78%) 		7.04%
(5.70%, 8.68%) 		8.86%
(7.48%, 10.48%) 		0.90%
(0.56%, 1.48%) 		14.24%
(11.92%, 16.92%)
Age and Gender
D - Male - 18 to 34 58.56%
(51.76%, 65.04%) 		3.36%
(1.94%, 5.70%) 		12.88%
(9.02%, 18.08%) 		1.28%
(0.30%, 5.34%) 		23.94%
(17.74%, 31.44%)
D - Male - 35 to 54 57.92%
(51.86%, 63.76%) 		6.94%
(4.50%, 10.56%) 		9.20%
(6.42%, 13.00%) 		1.18%
(0.54%, 2.60%) 		24.76%
(19.76%, 30.52%)
D - Male - 55+ 56.64%
(51.68%, 61.46%) 		6.14%
(4.06%, 9.18%) 		9.64%
(7.54%, 12.26%) 		3.50%
(2.26%, 5.36%) 		24.10%
(19.64%, 29.18%)
D - Female - 18 to 34 52.78%
(47.18%, 58.30%) 		8.64%
(5.70%, 12.90%) 		9.30%
(6.52%, 13.10%) 		3.52%
(1.72%, 7.08%) 		25.76%
(21.00%, 31.16%)
D - Female - 35 to 54 60.62%
(55.58%, 65.46%) 		6.30%
(4.40%, 8.94%) 		6.78%
(5.00%, 9.12%) 		2.70%
(1.28%, 5.56%) 		23.60%
(19.18%, 28.68%)
D - Female - 55+ 54.82%
(50.52%, 59.04%) 		7.18%
(5.38%, 9.50%) 		13.00%
(10.62%, 15.80%) 		2.96%
(1.98%, 4.42%) 		22.04%
(18.38%, 26.20%)
R - Male - 18 to 34 65.34%
(57.72%, 72.26%) 		8.06%
(4.64%, 13.64%) 		5.42%
(2.86%, 10.02%) 		0.40%
(0.08%, 1.86%) 		20.78%
(15.72%, 26.96%)
R - Male - 35 to 54 70.36%
(64.80%, 75.38%) 		6.36%
(3.74%, 10.62%) 		6.18%
(4.04%, 9.32%) 		0.64%
(0.20%, 2.04%) 		16.44%
(12.74%, 20.96%)
R - Male - 55+ 66.98%
(62.70%, 70.98%) 		5.12%
(3.50%, 7.42%) 		9.22%
(7.32%, 11.56%) 		1.30%
(0.74%, 2.28%) 		17.38%
(14.14%, 21.16%)
R - Female - 18 to 34 73.88%
(65.98%, 80.48%) 		8.14%
(4.94%, 13.14%) 		5.54%
(3.04%, 9.88%) 		0.28%
(0.06%, 1.18%) 		12.16%
(7.04%, 20.16%)
R - Female - 35 to 54 73.72%
(68.50%, 78.32%) 		4.44%
(2.82%, 6.90%) 		6.04%
(4.16%, 8.68%) 		0.90%
(0.40%, 2.00%) 		14.92%
(11.40%, 19.32%)
R - Female - 55+ 65.76%
(61.52%, 69.74%) 		8.24%
(5.86%, 11.48%) 		11.08%
(8.94%, 13.68%) 		1.28%
(0.62%, 2.60%) 		13.64%
(10.88%, 16.96%)
Race
D - White 63.14%
(60.52%, 65.70%) 		8.64%
(7.24%, 10.26%) 		10.36%
(8.96%, 11.94%) 		3.06%
(2.26%, 4.14%) 		14.80%
(12.76%, 17.10%)
D - Non-white 49.28%
(45.66%, 52.92%) 		3.68%
(2.56%, 5.28%) 		10.14%
(8.26%, 12.38%) 		1.92%
(1.18%, 3.12%) 		34.96%
(31.50%, 38.60%)
R - White 73.60%
(71.48%, 75.62%) 		6.66%
(5.50%, 8.06%) 		7.48%
(6.46%, 8.64%) 		0.88%
(0.60%, 1.28%) 		11.36%
(10.00%, 12.90%)
R - Non-white 44.32%
(38.12%, 50.72%) 		5.74%
(3.70%, 8.78%) 		11.94%
(9.08%, 15.54%) 		0.92%
(0.40%, 2.08%) 		37.08%
(31.12%, 43.46%)
Education
D - College Grad 56.42%
(53.66%, 59.12%) 		7.40%
(5.82%, 9.36%) 		10.00%
(8.34%, 11.94%) 		2.24%
(1.56%, 3.22%) 		23.94%
(21.54%, 26.52%)
D - Not college grad 57.88%
(54.76%, 60.94%) 		5.64%
(4.38%, 7.20%) 		10.30%
(8.76%, 12.08%) 		2.72%
(1.86%, 3.98%) 		23.46%
(20.76%, 26.38%)
R - College Grad 62.36%
(58.86%, 65.74%) 		7.72%
(6.06%, 9.76%) 		10.28%
(8.50%, 12.38%) 		1.14%
(0.70%, 1.84%) 		18.52%
(15.54%, 21.90%)
R - Not college grad 70.62%
(67.84%, 73.26%) 		6.06%
(4.82%, 7.58%) 		7.58%
(6.22%, 9.20%) 		0.70%
(0.40%, 1.18%) 		15.06%
(13.04%, 17.32%) 
anes %>% tabtemplate1(V201567, "How many children in HH age 0-17")
How many children in HH age 0-17
Count Pct
-Refused 44 0.54%
No children 5,289 63.88%
One child 1,240 14.98%
Two children 1,019 12.30%
Three children 449 5.42%
Four or more children 238 2.88%
How many children in HH age 0-17
D Voters R Voters
No children 65.1% 65.0%
One child 15.8% 13.2%
Two children 11.9% 12.7%
Three children 5.1% 5.8%
Four or more children 2.1% 3.3%
How many children in HH age 0-17
No children One child Two children Three children Four or more children
Vote Intent
D 65.14%
(62.74%, 67.48%) 		15.76%
(14.22%, 17.44%) 		11.92%
(10.42%, 13.62%) 		5.06%
(4.18%, 6.08%) 		2.12%
(1.58%, 2.82%)
R 65.04%
(62.42%, 67.56%) 		13.18%
(11.54%, 15.00%) 		12.70%
(11.14%, 14.46%) 		5.82%
(4.94%, 6.88%) 		3.26%
(2.44%, 4.36%)
Gender
D - Male 67.24%
(63.74%, 70.54%) 		14.68%
(12.34%, 17.38%) 		12.94%
(10.62%, 15.66%) 		3.86%
(2.82%, 5.24%) 		1.30%
(0.74%, 2.24%)
D - Female 63.26%
(60.56%, 65.88%) 		16.76%
(14.66%, 19.12%) 		11.14%
(9.46%, 13.10%) 		6.08%
(4.96%, 7.42%) 		2.74%
(1.94%, 3.88%)
R - Male 66.12%
(62.48%, 69.56%) 		12.86%
(10.66%, 15.42%) 		11.76%
(9.64%, 14.26%) 		5.64%
(4.48%, 7.10%) 		3.64%
(2.42%, 5.44%)
R - Female 63.84%
(60.46%, 67.10%) 		13.46%
(11.28%, 15.98%) 		13.76%
(11.40%, 16.52%) 		6.06%
(4.74%, 7.70%) 		2.88%
(1.88%, 4.40%)
Age and Gender
D - Male - 18 to 34 71.04%
(64.64%, 76.72%) 		17.14%
(12.40%, 23.22%) 		7.32%
(4.62%, 11.42%) 		3.16%
(1.48%, 6.62%) 		1.32%
(0.34%, 4.96%)
D - Male - 35 to 54 47.30%
(41.38%, 53.30%) 		18.80%
(14.54%, 23.96%) 		25.38%
(20.16%, 31.44%) 		6.16%
(4.10%, 9.14%) 		2.36%
(1.28%, 4.30%)
D - Male - 55+ 83.24%
(78.68%, 86.98%) 		9.08%
(6.42%, 12.66%) 		5.70%
(3.50%, 9.16%) 		1.64%
(0.86%, 3.10%) 		0.34%
(0.10%, 1.10%)
D - Female - 18 to 34 55.08%
(49.34%, 60.68%) 		20.50%
(15.54%, 26.56%) 		11.24%
(8.10%, 15.38%) 		9.46%
(6.88%, 12.88%) 		3.74%
(2.08%, 6.62%)
D - Female - 35 to 54 38.42%
(34.64%, 42.34%) 		25.62%
(21.62%, 30.10%) 		23.62%
(19.72%, 28.00%) 		9.02%
(6.42%, 12.56%) 		3.32%
(2.10%, 5.22%)
D - Female - 55+ 87.74%
(84.28%, 90.54%) 		7.58%
(5.44%, 10.48%) 		1.82%
(1.16%, 2.84%) 		1.46%
(0.58%, 3.64%) 		1.40%
(0.52%, 3.68%)
R - Male - 18 to 34 58.70%
(50.48%, 66.46%) 		15.98%
(10.38%, 23.80%) 		15.12%
(10.40%, 21.46%) 		5.88%
(3.14%, 10.78%) 		4.32%
(1.80%, 9.94%)
R - Male - 35 to 54 39.44%
(33.42%, 45.80%) 		20.82%
(16.28%, 26.20%) 		21.68%
(17.26%, 26.86%) 		12.00%
(9.26%, 15.44%) 		6.04%
(3.64%, 9.88%)
R - Male - 55+ 87.62%
(83.46%, 90.84%) 		6.36%
(4.10%, 9.76%) 		3.32%
(2.00%, 5.42%) 		1.42%
(0.68%, 2.98%) 		1.28%
(0.42%, 3.94%)
R - Female - 18 to 34 42.66%
(34.68%, 51.04%) 		25.44%
(19.06%, 33.10%) 		18.54%
(13.12%, 25.52%) 		8.20%
(4.60%, 14.20%) 		5.16%
(3.14%, 8.36%)
R - Female - 35 to 54 39.90%
(33.68%, 46.48%) 		18.70%
(14.74%, 23.40%) 		25.24%
(20.70%, 30.38%) 		11.22%
(8.34%, 14.94%) 		4.94%
(2.60%, 9.18%)
R - Female - 55+ 90.44%
(86.66%, 93.24%) 		5.08%
(3.12%, 8.12%) 		2.22%
(1.32%, 3.74%) 		1.48%
(0.52%, 4.10%) 		0.80%
(0.22%, 2.78%)
Race
D - White 69.66%
(67.02%, 72.18%) 		12.90%
(11.10%, 14.98%) 		12.14%
(10.48%, 14.02%) 		3.52%
(2.72%, 4.56%) 		1.78%
(1.18%, 2.70%)
D - Non-white 59.44%
(55.54%, 63.22%) 		19.22%
(16.70%, 22.04%) 		11.78%
(9.50%, 14.52%) 		7.00%
(5.38%, 9.06%) 		2.54%
(1.66%, 3.90%)
R - White 67.84%
(65.10%, 70.48%) 		12.30%
(10.60%, 14.22%) 		11.74%
(10.16%, 13.54%) 		5.10%
(4.20%, 6.18%) 		3.02%
(2.18%, 4.16%)
R - Non-white 52.28%
(46.40%, 58.10%) 		17.18%
(12.76%, 22.76%) 		16.80%
(12.80%, 21.72%) 		9.28%
(6.44%, 13.18%) 		4.46%
(2.38%, 8.20%)
Education
D - College Grad 67.18%
(64.02%, 70.20%) 		12.70%
(10.98%, 14.66%) 		13.98%
(12.02%, 16.22%) 		4.74%
(3.52%, 6.32%) 		1.40%
(0.92%, 2.10%)
D - Not college grad 63.66%
(60.60%, 66.64%) 		18.36%
(16.10%, 20.88%) 		10.10%
(8.14%, 12.46%) 		5.26%
(4.20%, 6.56%) 		2.60%
(1.76%, 3.84%)
R - College Grad 62.72%
(58.86%, 66.42%) 		12.44%
(10.06%, 15.32%) 		12.74%
(10.52%, 15.34%) 		8.38%
(6.54%, 10.64%) 		3.72%
(2.26%, 6.08%)
R - Not college grad 65.88%
(62.68%, 68.92%) 		13.70%
(11.68%, 16.02%) 		12.86%
(11.00%, 14.98%) 		4.58%
(3.60%, 5.80%) 		2.98%
(2.04%, 4.36%) 
anes %>% tabtemplate1(V201569, "Does R use Internet at home")
Does R use Internet at home
Count Pct
-Refused 19 0.24%
Yes 7,980 96.38%
No 281 3.38%
Does R use Internet at home
D Voters R Voters
Yes 96.8% 96.8%
No 3.2% 3.2%
Does R use Internet at home
Yes No
Vote Intent
D 96.80%
(95.94%, 97.46%) 		3.20%
(2.54%, 4.06%)
R 96.84%
(96.04%, 97.50%) 		3.16%
(2.50%, 3.96%)
Gender
D - Male 97.30%
(95.92%, 98.22%) 		2.70%
(1.78%, 4.08%)
D - Female 96.40%
(95.14%, 97.34%) 		3.60%
(2.66%, 4.86%)
R - Male 97.16%
(96.10%, 97.96%) 		2.84%
(2.04%, 3.90%)
R - Female 96.54%
(95.12%, 97.56%) 		3.46%
(2.44%, 4.88%)
Age and Gender
D - Male - 18 to 34 97.50%
(92.28%, 99.22%) 		2.50%
(0.78%, 7.72%)
D - Male - 35 to 54 98.30%
(95.46%, 99.38%) 		1.70%
(0.62%, 4.54%)
D - Male - 55+ 96.04%
(94.18%, 97.32%) 		3.96%
(2.68%, 5.82%)
D - Female - 18 to 34 97.22%
(92.96%, 98.92%) 		2.78%
(1.08%, 7.04%)
D - Female - 35 to 54 98.76%
(97.62%, 99.36%) 		1.24%
(0.64%, 2.38%)
D - Female - 55+ 93.86%
(91.62%, 95.52%) 		6.14%
(4.48%, 8.38%)
R - Male - 18 to 34 98.50%
(96.42%, 99.38%) 		1.50%
(0.62%, 3.58%)
R - Male - 35 to 54 98.76%
(97.52%, 99.38%) 		1.24%
(0.62%, 2.48%)
R - Male - 55+ 95.64%
(93.64%, 97.04%) 		4.36%
(2.96%, 6.36%)
R - Female - 18 to 34 97.64%
(93.32%, 99.20%) 		2.36%
(0.80%, 6.68%)
R - Female - 35 to 54 95.80%
(91.40%, 98.00%) 		4.20%
(2.00%, 8.60%)
R - Female - 55+ 96.18%
(94.16%, 97.52%) 		3.82%
(2.48%, 5.84%)
Race
D - White 98.08%
(97.38%, 98.58%) 		1.92%
(1.42%, 2.62%)
D - Non-white 95.20%
(93.44%, 96.52%) 		4.80%
(3.48%, 6.56%)
R - White 96.74%
(95.80%, 97.48%) 		3.26%
(2.52%, 4.20%)
R - Non-white 97.68%
(95.56%, 98.80%) 		2.32%
(1.20%, 4.44%)
Education
D - College Grad 99.24%
(98.34%, 99.66%) 		0.76%
(0.34%, 1.66%)
D - Not college grad 94.82%
(93.30%, 96.02%) 		5.18%
(3.98%, 6.70%)
R - College Grad 99.28%
(98.54%, 99.64%) 		0.72%
(0.36%, 1.46%)
R - Not college grad 96.12%
(95.02%, 96.98%) 		3.88%
(3.02%, 4.98%) 
anes %>% tabtemplate1(V201590, "Have passport")
Have passport
Count Pct
-Refused 60 0.72%
-Don’t know 6 0.08%
Have a valid US passport 4,180 50.48%
Do not have one 4,034 48.72%
Have passport
D Voters R Voters
Have a valid US passport 56.2% 47.1%
Do not have one 43.8% 52.9%
Have passport
Have a valid US passport Do not have one
Vote Intent
D 56.22%
(54.18%, 58.22%) 		43.78%
(41.78%, 45.82%)
R 47.12%
(45.06%, 49.22%) 		52.88%
(50.78%, 54.94%)
Gender
D - Male 58.94%
(55.76%, 62.04%) 		41.06%
(37.96%, 44.24%)
D - Female 53.98%
(51.56%, 56.38%) 		46.02%
(43.62%, 48.44%)
R - Male 49.02%
(46.04%, 52.02%) 		50.98%
(47.98%, 53.96%)
R - Female 45.24%
(42.30%, 48.20%) 		54.76%
(51.80%, 57.70%)
Age and Gender
D - Male - 18 to 34 53.86%
(46.68%, 60.88%) 		46.14%
(39.12%, 53.32%)
D - Male - 35 to 54 62.26%
(57.30%, 66.98%) 		37.74%
(33.02%, 42.70%)
D - Male - 55+ 59.60%
(54.96%, 64.06%) 		40.40%
(35.94%, 45.04%)
D - Female - 18 to 34 51.22%
(45.62%, 56.78%) 		48.78%
(43.22%, 54.38%)
D - Female - 35 to 54 56.04%
(51.26%, 60.70%) 		43.96%
(39.30%, 48.74%)
D - Female - 55+ 53.14%
(49.02%, 57.22%) 		46.86%
(42.78%, 50.98%)
R - Male - 18 to 34 47.86%
(40.06%, 55.78%) 		52.14%
(44.22%, 59.94%)
R - Male - 35 to 54 47.42%
(42.28%, 52.60%) 		52.58%
(47.40%, 57.72%)
R - Male - 55+ 50.78%
(46.10%, 55.46%) 		49.22%
(44.54%, 53.90%)
R - Female - 18 to 34 41.16%
(33.52%, 49.28%) 		58.84%
(50.72%, 66.48%)
R - Female - 35 to 54 39.68%
(34.16%, 45.46%) 		60.32%
(54.54%, 65.84%)
R - Female - 55+ 48.22%
(44.10%, 52.36%) 		51.78%
(47.64%, 55.90%)
Race
D - White 62.24%
(59.62%, 64.78%) 		37.76%
(35.22%, 40.38%)
D - Non-white 48.94%
(45.48%, 52.42%) 		51.06%
(47.58%, 54.52%)
R - White 45.74%
(43.40%, 48.08%) 		54.26%
(51.92%, 56.60%)
R - Non-white 53.80%
(48.56%, 58.94%) 		46.20%
(41.06%, 51.44%)
Education
D - College Grad 78.06%
(75.84%, 80.14%) 		21.94%
(19.86%, 24.16%)
D - Not college grad 38.50%
(35.60%, 41.50%) 		61.50%
(58.50%, 64.40%)
R - College Grad 68.72%
(65.06%, 72.14%) 		31.28%
(27.86%, 34.94%)
R - Not college grad 37.88%
(35.26%, 40.58%) 		62.12%
(59.42%, 64.74%)

Demographic recodes

anes %>% quicktab(V201600, "Gender")
Gender
Count Pct
-Refused 54 0.66%
Male 3,961 47.84%
Female 4,265 51.50%
Gender
D Voters R Voters
Male 45.3% 51.6%
Female 54.7% 48.4% 
anes %>% quicktab(agegen, "Age and Gender")
Age and Gender
Count Pct
Male 18 to 34 1,070 12.92%
Male 35 to 54 1,284 15.50%
Male 55+ 1,494 18.04%
Female 18 to 34 1,045 12.62%
Female 35 to 54 1,342 16.20%
Female 55+ 1,707 20.62%
NA 338 4.08%
Age and Gender
D Voters R Voters
1 13.1% 11.7%
2 15.7% 16.6%
3 16.5% 24.0%
4 14.8% 9.2%
5 17.3% 15.9%
6 22.7% 22.7% 
anes %>% quicktab(race, "Race")
Race
Count Pct
White 5,374 64.90%
Non-white 2,823 34.08%
NA 83 1.00%
Race
D Voters R Voters
1 55.1% 81.7%
2 44.9% 18.3% 
anes %>% quicktab(collgrad, "College Grad")
College Grad
Count Pct
College Grad 2,988 36.10%
Not college grad 5,160 62.32%
NA 131 1.58%
College Grad
D Voters R Voters
1 44.5% 30.2%
2 55.5% 69.8%

Appendix

Source code

anes_functions.R

###
### ANES 2020 functions
###


fontstack_serif <- "'Source Serif Pro', serif"
fontstack_mono <- "monospace"

polilinecolors <- c("D" = "#15338d", "R" = "#db001f")
polifillcolors <- c("D" = "#00ace5", "R" = "#ff767b")


repair_labels <- function(x) {
  str_replace_all(x, "\\d+\\.\\s", "")
}


quicktable <- function(tbl, colnames, title = "", align = NULL) {

  t1 <- tbl %>%
    mutate(across(where(is.labelled), to_factor)) %>%
    mutate(across(where(is.factor), repair_labels))

  kbl(t1, col.names = colnames, caption = title,
    format.args = list(big.mark = ","),
    digits = 0,
    align = align,
    table.attr='class="qtab"'
  ) %>%
  kable_styling(full_width = FALSE, html_font = fontstack_mono)
}


wt_freq <- function(data, x, wt = V200010a) {

  data %>%
    select(c({{x}}, {{wt}})) %>%
    count({{x}}, wt = {{wt}}) %>%
    mutate(
      p = n / sum(n),
      p = percent(p, accuracy = 0.02)
    )
}


freqtable <- function(tbl, title, colnames = c("", "Count", "Pct")) {

  t1 <- tbl %>%
    mutate(across(where(is.labelled), to_factor)) %>%
    mutate(across(where(is.factor), repair_labels))

  kbl(t1, col.names = colnames, caption = title,
    format.args = list(big.mark = ","), digits = 0, align = "lrrrrrrrr", escape = FALSE,
    table.attr='class="freqtab"'
  ) %>%
  kable_classic(full_width = FALSE, html_font = fontstack_mono)

}


crosstab <- function(data, x, y, wt = V200010a) {

  data %>%
    select(c({{x}}, {{y}}, {{wt}})) %>%
    filter(!is.na({{x}}) & !is.na({{y}})) %>%
    count({{x}}, {{y}}, wt = {{wt}}) %>%
    group_by({{x}}) %>%
    mutate(p = n / sum(n)) %>%
    pivot_wider(id_cols = {{y}}, names_from = {{x}}, values_from = p) %>%
    mutate(across(.cols = last_col() + (-1:0), .fns = percent, accuracy = 0.1))
}


tabtemplate1 <- function(data, var_name, title) {

  t1 <- data %>% wt_freq({{var_name}})
  k1 <- freqtable(t1, {{title}})

  tmpdata <- data %>%
    set_na_range({{var_name}} := c(-9,-1)) %>%
    user_na_to_na()

  t2 <- tmpdata %>% crosstab(preintent, {{var_name}})
  k2 <- freqtable(t2, {{title}}, c("", "D Voters", "R Voters"))
  print(twintables(k1, k2))

  tmpdata %>% demotable({{var_name}}, {{title}})

}


quicktab <- function(data, var_name, title) {

  t1 <- data %>% wt_freq({{var_name}})
  k1 <- freqtable(t1, {{title}})

  tmpdata <- data %>%
    set_na_range({{var_name}} := c(-9,-1)) %>%
    user_na_to_na()

  t2 <- tmpdata %>% crosstab(preintent, {{var_name}})
  k2 <- freqtable(t2, {{title}}, c("", "D Voters", "R Voters"))
  twintables(k1, k2)

}


twintables <- function(k1, k2) {
  kables(
    list(
      k1 %>% kable_styling(full_width = FALSE, position = "float_left"),
      k2 %>% kable_styling(full_width = FALSE, position = "left")
    )
  )
}


plot_approval <- function(data, varname, title) {

  data %>%
    filter(!is.na(preintent)) %>%
    group_by(preintent, {{varname}}) %>%
    summarize(n = sum(V200010a)) %>%
    filter(!is.na({{varname}})) %>%
    mutate(
      p = n / sum(n),
      v = to_factor({{varname}}),
      v = repair_labels(v)
    ) %>%
    ggplot(aes(x = v, y = p, group = preintent, fill = preintent)) +
      geom_bar(stat = "identity", position = "dodge") +
      scale_y_continuous(labels=percent) +
      scale_fill_manual(values=polifillcolors) +
      labs(
        title = paste0("Approval of ", {{title}}),
        subtitle = "among likely Democratic vs Republican voters",
        x = "", y = "", fill = ""
      ) +
      theme(
        plot.title = element_text(hjust = 0.5),
        plot.subtitle = element_text(hjust = 0.5)
      )

}


reportci <- function(p, lo, hi) {
  pctp <- percent(p, accuracy = 0.02)
  pctlo <- percent(lo, accuracy = 0.02)
  pcthi <- percent(hi, accuracy = 0.02)
  paste0(
    '<span class="pctp">', pctp, '</span>',
    '<br />',
    '<span class="pctci">(', pctlo,
    ', ',
    pcthi,
    ')</span>'
  )
}


demochunk <- function(data, summary_var, group_vars) {

  data %>%
    filter(
      if_all({{group_vars}}, ~ !is.na(.x)),
      !is.na({{summary_var}})
    ) %>%
    mutate(across(c({{group_vars}}, {{summary_var}}), as_factor)) %>%
    group_by(across(c({{group_vars}}, {{summary_var}}))) %>%
    summarize(triplet = survey_mean(proportion = TRUE, vartype = "ci", na.rm = TRUE)) %>%
    unite("var_label", {{group_vars}}, sep = " - ") %>%
    mutate(var_label = repair_labels(var_label))

}


demotable <- function(data, summary_var, title) {

  t0 <- data %>%
    set_na_range(V201600 = c(-9,-1)) %>%
    set_na_range({{summary_var}} := c(-9,-1)) %>%
    user_na_to_na() %>%
    arrange(preintent, V201600, agecat_f, race, collgrad)

  design <- as_survey_design(
    svydesign(id=~V200010c, strata=~V200010d, weights=~V200010a, data=t0, nest=TRUE)
  )

  t1_overall <- design %>% demochunk(summary_var = {{summary_var}}, group_vars = c(preintent))
  t1_gender <- design %>% demochunk(summary_var = {{summary_var}}, group_vars = c(preintent, V201600))
  t1_agegen <- design %>% demochunk(summary_var = {{summary_var}}, group_vars = c(preintent, V201600, agecat))
  t1_race <- design %>% demochunk(summary_var = {{summary_var}}, group_vars = c(preintent, race))
  t1_collgrad <- design %>% demochunk(summary_var = {{summary_var}}, group_vars = c(preintent, collgrad))

  t1 <- t1_overall %>%
    bind_rows(t1_gender, t1_agegen, t1_race, t1_collgrad) %>%
    pivot_longer(cols = !c(var_label, {{summary_var}}), names_to = "result", values_to = "val") %>%
    separate(result, c("triplet", "modif")) %>%
    replace_na(list(modif = "p")) %>%
    pivot_wider(names_from = "modif", values_from = "val") %>%
    mutate(
      cell = reportci(p, low, upp)
    ) %>%
    select(var_label, {{summary_var}}, cell) %>%
    mutate({{summary_var}} := repair_labels({{summary_var}})) %>%
    pivot_wider(names_from = c({{summary_var}}), values_from = "cell")

  kbl(t1, escape = FALSE,
    format.args = list(big.mark = ","), digits = 0, align = "lcccccccc",
    caption = title,
    col.names = c("", names(t1)[-1]),
    table.attr='class="demotab"'
  ) %>%
  kable_classic(full_width = FALSE, html_font = fontstack_mono, fixed_thead = TRUE) %>%
  pack_rows("Vote Intent", 1, 2, label_row_css = "background-color: #666; color: #fff;") %>%
  pack_rows("Gender", 3, 6, label_row_css = "background-color: #666; color: #fff;") %>%
  pack_rows("Age and Gender", 7, 18, label_row_css = "background-color: #666; color: #fff;") %>%
  pack_rows("Race", 19, 22, label_row_css = "background-color: #666; color: #fff;") %>%
  pack_rows("Education", 23, 26, label_row_css = "background-color: #666; color: #fff;") %>%
  row_spec(c(1,3,4,7:12,19,20,23,24), color = "#15338d") %>%
  row_spec(c(2,5,6,13:18,21,22,25,26), color = "#db001f")

}

anes_recodes.R

###
### ANES 2020 variable recodes
###

all_recodes <- function(data) {

  data %>%
    technical_recodes() %>%
    eda_recodes() %>%
    demo_recodes()

}


technical_recodes <- function(data) {

  data %>%
    replace_na(list(V200010b = 0)) %>%
    mutate(
      sample_mode_f = case_when(
        V200003 == 2 ~ 1,
        TRUE ~ 2
      ),
      post_complete_f = case_when(
        V202001 %in% c(-6,-7) ~ 1,
        TRUE ~ 2
      ),
      sample_mode = factor(sample_mode_f,
        levels = c(1,2),
        labels = c("ANES 2016-2020 Panel", "Fresh Cross-Sectional Sample")
      ),
      post_complete = factor(post_complete_f,
        levels = c(1,2),
        labels = c("Complete", "Incomplete")
      )
    )

}


eda_recodes <- function(data) {

  data %>%
    mutate(
      preintent = case_when(
        V201075x %in% c(10,20,30) ~ "D",
        V201075x %in% c(11,21,31) ~ "R",
        TRUE ~ NA_character_
      ),
      vip_f = case_when(
        V201075x %in% c(10,11) ~ 1,
        V201075x %in% c(20,21) ~ 2,
        V201075x %in% c(30,31) ~ 3
      ),
      vip = factor(vip_f,
        levels = c(1,2,3),
        labels = c("Vote", "Intent", "Preference")
      ),
      elec_outcome_f = case_when(
        V201217 == 1 & V201218 == 2 ~ 1,
        V201217 == 1 & V201218 == 1 ~ 2,
        V201217 == 2 & V201218 == 1 ~ 3,
        V201217 == 2 & V201218 == 2 ~ 4,
        TRUE ~ NA_real_
      ),
      elec_outcome = factor(elec_outcome_f,
        levels = c(1, 2, 3, 4),
        labels = c("Biden by a lot", "Biden close", "Trump close", "Trump by a lot")
      )
    )

}


demo_recodes <- function(data) {

  data %>%
    mutate(
      agegen_f = case_when(
        V201600 == 1 & V201507x %in% 18:34 ~ 1,
        V201600 == 1 & V201507x %in% 35:54 ~ 2,
        V201600 == 1 & V201507x %in% 55:80 ~ 3,
        V201600 == 2 & V201507x %in% 18:34 ~ 4,
        V201600 == 2 & V201507x %in% 35:54 ~ 5,
        V201600 == 2 & V201507x %in% 55:80 ~ 6,
        TRUE ~ NA_real_
      ),
      agegen = factor(agegen_f,
        levels = c(1, 2, 3, 4, 5, 6),
        labels = c("Male 18 to 34", "Male 35 to 54", "Male 55+", "Female 18 to 34", "Female 35 to 54", "Female 55+")
      ),
      agecat_f = case_when(
        V201507x %in% 18:34 ~ 1,
        V201507x %in% 35:54 ~ 2,
        V201507x %in% 55:80 ~ 3,
        TRUE ~ NA_real_
      ),
      agecat = factor(agecat_f,
        levels = c(1, 2, 3),
        labels = c("18 to 34", "35 to 54", "55+")
      ),
      race_f = case_when(
        V201549x == 1 ~ 1,
        V201549x %in% c(2, 3, 4, 5, 6) ~ 2,
        TRUE ~ NA_real_
      ),
      race = factor(race_f, levels = c(1, 2), labels = c("White", "Non-white")),
      collgrad_f = case_when(
        V201511x %in% c(4, 5) ~ 1,
        V201511x %in% c(1, 2, 3) ~ 2,
        TRUE ~ NA_real_
      ),
      collgrad = factor(collgrad_f, levels = c(1, 2), labels = c("College Grad", "Not college grad"))
    )

}

### exclude from all_recodes
howgoes_recodes <- function(data) {

  data %>%
    set_na_range(V201115 = c(-9,-1)) %>%
    set_na_range(V201116 = c(-9,-1)) %>%
    set_na_range(V201117 = c(-9,-1)) %>%
    set_na_range(V201118 = c(-9,-1)) %>%
    set_na_range(V201119 = c(-9,-1)) %>%
    set_na_range(V201120 = c(-9,-1)) %>%
    set_na_range(V201121 = c(-9,-1)) %>%
    set_na_range(V201122 = c(-9,-1)) %>%
    set_na_range(V201123 = c(-9,-1)) %>%
    user_na_to_na()

}

Session info

sessionInfo()
## R version 4.0.5 (2021-03-31)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Big Sur 10.16
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRblas.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## attached base packages:
## [1] grid      stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] scales_1.1.1     srvyr_1.0.0      survey_4.0       survival_3.2-10 
##  [5] Matrix_1.3-2     kableExtra_1.3.4 labelled_2.8.0   haven_2.3.1     
##  [9] forcats_0.5.1    stringr_1.4.0    dplyr_1.0.5      purrr_0.3.4     
## [13] readr_1.4.0      tidyr_1.1.3      tibble_3.1.0     ggplot2_3.3.3   
## [17] tidyverse_1.3.0  knitr_1.31      
## 
## loaded via a namespace (and not attached):
##  [1] Rcpp_1.0.6        svglite_2.0.0     lubridate_1.7.10  lattice_0.20-41  
##  [5] ps_1.6.0          assertthat_0.2.1  digest_0.6.27     utf8_1.2.1       
##  [9] R6_2.5.0          cellranger_1.1.0  backports_1.2.1   reprex_1.0.0     
## [13] evaluate_0.14     highr_0.8         httr_1.4.2        pillar_1.5.1     
## [17] rlang_0.4.10      readxl_1.3.1      rstudioapi_0.13   rmarkdown_2.7    
## [21] splines_4.0.5     webshot_0.5.2     munsell_0.5.0     broom_0.7.5      
## [25] compiler_4.0.5    modelr_0.1.8      xfun_0.22         pkgconfig_2.0.3  
## [29] systemfonts_1.0.1 mitools_2.4       htmltools_0.5.1.1 tidyselect_1.1.0 
## [33] fansi_0.4.2       viridisLite_0.3.0 crayon_1.4.1      dbplyr_2.1.0     
## [37] withr_2.4.1       jsonlite_1.7.2    gtable_0.3.0      lifecycle_1.0.0  
## [41] DBI_1.1.1         magrittr_2.0.1    cli_2.3.1         stringi_1.5.3    
## [45] fs_1.5.0          xml2_1.3.2        ellipsis_0.3.1    generics_0.1.0   
## [49] vctrs_0.3.6       tools_4.0.5       glue_1.4.2        hms_1.0.0        
## [53] yaml_2.2.1        colorspace_2.0-0  rvest_1.0.0

  1. In EDA we must also be careful to avoid value judgments. This is esepcially true with subject matter as highly polarized as this one. Although the topic is political, the analysis must be dispassionate. This is a scientific document, and even though it is about politics, the analysis must remain apolitical. Without the commitment to objectivity that is the hallmark of science, our detractors will have all the evidence they need to discredit us before we can even begin.↩︎

  2. The Pew Research Center, arguably one of the better research organizations, reported a 6% response rate in 2019. Anecdotal evidence from colleagues in market research suggests that in practice most RDD surveys will struggle to reach even 1%.↩︎

  3. In the run-up to the November election, news media want to report what “the latest polls show”. If one survey firm promises a nationally representative probability sample of eligible US voters drawn from the USPS delivery sequence file with multiple attempts at nonresponse follow-up to achieve a 40% response rate, but it would cost several million dollars and not be ready for release for 6 months, whereas another survey firm promises an RDD survey of 1,000 people for $4,000 with a 3 day turnaround, is this even a choice?↩︎

  4. Don’t tell me that data science hasn’t existed for 25 years. And get off my lawn!↩︎

  5. Confidence intervals around point estimates do not take into account the joint probability distribution. For examples of the math, see here and here.↩︎