The aim for this assignment is to create an example of tidyverse library and it is splitted into two parts:
Create an Example. Using one or more TidyVerse packages, and any dataset from fivethirtyeight.com or Kaggle, create a programming sample “vignette” that demonstrates how to use one or more of the capabilities of the selected TidyVerse package with your selected dataset. (25 points)
Extend an Existing Example. Using one of your classmate’s examples (as created above), extend his or her example with additional annotated code.
library(tidyverse)
library(knitr)tidyverse package is one of the efficient and effective libraries that is used for data manipulation. tidyverse has bunch of other libraries which are mostly used for data cleaning and visualization. According to Gabernet and Limburn (2017), employees use 80 percent of their times cleaning their data to make it ready for analysis. It shows the importance of data cleaning in the data science world.
For this example, I am reading the data from fivethirtyeight.com with reference to their polls on impeachment.
imp_data <- read.csv("impeachment_polls.csv", header=TRUE, na.strings = c("", "NA"))
view(imp_data)Here, I will be using pipe and some tidyverse functions to group the data and select the required columns and show them using kable function.
# Creating another dataset after filtering the required columns
grouped_data <- imp_data %>%
select(Pollster, Text, Category, Yes, No, Unsure)
# Grouping the new dataset by Pollster
grouped_data %>%
group_by(Pollster) %>%
kable()| Pollster | Text | Category | Yes | No | Unsure |
|---|---|---|---|---|---|
| ABC News/Washington Post | Based on what you know, do you think Congress should or should not begin impeachment proceedings that could lead to Trump being removed from office? Do you feel that way strongly or somewhat? | begin_proceedings | 37.00 | 59.00 | 4.00 |
| ABC News/Washington Post | Based on what you know, do you think Congress should or should not begin impeachment proceedings that could lead to Trump being removed from office? Do you feel that way strongly or somewhat? | begin_proceedings | 37.00 | 56.00 | 6.00 |
| ABC News/Washington Post | Based on what you know, do you think Congress should or should not begin impeachment proceedings that could lead to Trump being removed from office? Do you feel that way strongly or somewhat? | begin_proceedings | 40.00 | 55.00 | 6.00 |
| ABC News/Washington Post | Based on what you know, do you think Congress should or should not begin impeachment proceedings that could lead to Trump being removed from office? Do you feel that way strongly or somewhat? | begin_proceedings | 49.00 | 46.00 | 5.00 |
| Civiqs | Do you think the House of Representatives should open an impeachment inquiry to determine if President Donald Trump should be removed from office? | begin_inquiry | 43.00 | 51.00 | 5.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 41.00 | 54.00 | 5.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 37.00 | 59.00 | 4.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 36.00 | 59.00 | 5.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 43.00 | 50.00 | 8.00 |
| CNN/SSRS | Do you think there is or is not enough cause right now for Congress to begin hearings into whether or not President Trump should be impeached? | begin_inquiry | 37.00 | 58.00 | 4.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 42.00 | 55.00 | 3.00 |
| CNN/SSRS | Do you think there is or is not enough cause right now for Congress to begin hearings into whether or not President Trump should be impeached? | begin_inquiry | 42.00 | 53.00 | 5.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 47.00 | 48.00 | 5.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 42.00 | 51.00 | 7.00 |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 42.00 | 50.00 | 8.00 |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 43.00 | 50.00 | 6.00 |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 42.00 | 50.00 | 8.00 |
| Fox News | Do you think President Donald Trump should be impeached and removed from office, or not? | impeach_and_remove | 41.00 | 49.00 | 10.00 |
| Fox News | Do you think President Donald Trump should be impeached and removed from office, or not? | impeach_and_remove | 42.00 | 47.00 | 12.00 |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 39.00 | 51.00 | 9.00 |
| Gallup | Based on what you know about Robert Mueller’s investigation into Donald Trump’s activities, do you think that Donald Trump should or should not be impeached and removed from office? | reasons | 45.00 | 53.00 | 2.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 44.00 | 41.00 | 15.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 45.00 | 45.00 | 11.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 42.00 | 45.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 47.00 | 10.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 45.00 | 44.00 | 12.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 42.00 | 44.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 42.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 46.00 | 42.00 | 12.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 43.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 42.00 | 46.00 | 12.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 41.00 | 46.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 44.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 44.00 | 43.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 41.00 | 46.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 45.00 | 42.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 44.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 44.00 | 43.00 | 12.00 |
| HarrisX | Do you think the House of Representatives should formally launch an impeachment hearing against the president? | begin_inquiry | 39.00 | 44.00 | 18.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 41.00 | 44.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 41.00 | 45.00 | 15.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 42.00 | 45.00 | 13.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 37.00 | 48.00 | 15.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 42.00 | 47.00 | 11.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 47.00 | 39.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 45.00 | 41.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 44.00 | 41.00 | 15.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 43.00 | 43.00 | 14.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 44.00 | 41.00 | 15.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 39.00 | 47.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 45.00 | 45.00 | 10.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 40.00 | 42.00 | 18.00 |
| Monmouth University | Do you think President Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 35.00 | 59.00 | 6.00 |
| Monmouth University | Do you think President Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 35.00 | 59.00 | 6.00 |
| Monmouth University | Do you think President Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 39.00 | 56.00 | 5.00 |
| Monmouth University | Do you think President Donald Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 42.00 | 54.00 | 4.00 |
| Monmouth University | Do you think President Donald Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 36.00 | 59.00 | 5.00 |
| Monmouth University | Do you think President Donald Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 39.00 | 56.00 | 5.00 |
| Monmouth University | Do you think President Donald Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 38.00 | 57.00 | 4.00 |
| Monmouth University | Do you think President Donald Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 41.00 | 53.00 | 6.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 43.00 | 43.00 | 13.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 36.00 | 49.00 | 15.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 37.00 | 50.00 | 12.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 35.00 | 53.00 | 12.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 37.00 | 50.00 | 13.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 36.00 | 52.00 | 12.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 37.00 | 46.00 | 16.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 38.00 | 50.00 | 12.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 36.00 | 50.00 | 15.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 36.00 | 51.00 | 13.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 36.00 | 50.00 | 14.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 38.00 | 48.00 | 14.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 38.00 | 48.00 | 14.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 35.00 | 50.00 | 15.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 32.00 | 51.00 | 17.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 34.00 | 48.00 | 18.00 |
| NBC News/Wall Street Journal | Do you believe that Congress should hold impeachment hearings to remove Donald Trump from office or not? | begin_inquiry | 41.00 | 54.00 | 5.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 47.00 | 51.00 | 2.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 40.00 | 56.00 | 4.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 40.00 | 54.00 | 6.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 40.00 | 53.00 | 7.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 30.00 | 65.00 | 5.00 |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 37.00 | 57.00 | 6.00 |
| Quinnipiac University | Do you think that Congress should begin the process to impeach President Trump, which could lead to his removal from office, or don’t you think so? | begin_proceedings | 32.00 | 60.00 | 8.00 |
| Quinnipiac University | Do you think that Congress should begin the process to impeach President Trump, which could lead to his removal from office, or don’t you think so? | begin_proceedings | 33.00 | 61.00 | 6.00 |
| Quinnipiac University | Do you think that Congress should begin the process to impeach President Trump, which could lead to his removal from office, or don’t you think so? | begin_proceedings | 29.00 | 66.00 | 4.00 |
| Quinnipiac University | Do you think that Congress should begin the process to impeach President Donald Trump, which could lead to his removal from office, or don’t you think so? | begin_proceedings | 35.00 | 59.00 | 7.00 |
| Quinnipiac University | Do you think that Congress should begin the process to impeach President Donald Trump, which could lead to his removal from office, or don’t you think so? | begin_proceedings | 35.00 | 60.00 | 5.00 |
| Quinnipiac University | Would you like to see Congress begin the process to impeach President Donald Trump, or not? | begin_proceedings | 36.00 | 56.00 | 8.00 |
| Rasmussen Reports/Pulse Opinion Research | Should the House impeach President Trump? | impeach | 40.00 | 50.00 | 10.00 |
| Suffolk University | From your own point of view, do you think the House of Representatives should seriously consider impeaching President Donald Trump, yes or no? | consider | 37.00 | 57.00 | 5.00 |
| Suffolk University | From your own point of view, do you think the House of Representatives should seriously consider impeaching President Donald Trump? | consider | 32.00 | 61.00 | 7.00 |
| Suffolk University | From your own point of view, do you think the House of Representatives should seriously consider impeaching President Donald Trump? | consider | 28.00 | 62.00 | 10.00 |
| Suffolk University | How about you, do you think the House of Representatives should seriously consider impeaching President Donald Trump? | consider | 39.00 | 54.00 | 7.00 |
| Suffolk University | Based on what you know now, do you think the House of Representatives should seriously consider impeaching President Donald Trump? | consider | 44.00 | 47.00 | 9.00 |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 45.00 | 30.00 | 25.00 |
| Washington Post/George Mason University | Based on what you know, do you think Congress should or should not begin impeachment proceedings that could lead to Donald Trump being removed from office? | begin_proceedings | 41.00 | 54.00 | 5.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not try to impeach President Trump? | begin_proceedings | 35.00 | 45.00 | 20.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not try to impeach President Trump? | begin_proceedings | 40.00 | 43.00 | 18.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 36.00 | 43.00 | 21.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 37.00 | 42.00 | 22.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not try to impeach President Trump? | begin_proceedings | 35.00 | 47.00 | 18.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 38.00 | 41.00 | 20.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 36.00 | 40.00 | 24.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over collusion with Russia in the 2016 presidential election? | reasons | 32.00 | 44.00 | 24.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 35.00 | 43.00 | 21.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 47.00 | 39.00 | 14.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 43.00 | 41.00 | 16.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 41.00 | 42.00 | 16.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 40.00 | 44.00 | 17.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 41.00 | 42.00 | 17.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 38.00 | 42.00 | 21.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 45.00 | 40.00 | 15.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 37.00 | 41.00 | 22.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not try to impeach President Trump? | begin_proceedings | 36.00 | 45.00 | 19.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over campaign spending violations of federal law? | reasons | 38.00 | 39.00 | 23.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over collusion with Russia in the 2016 presidential election? | reasons | 41.00 | 37.00 | 22.00 |
| Marist College | Do you approve or disapprove of the House of Representatives formally starting an impeachment inquiry into President Trump? | begin_inquiry | 49.00 | 48.00 | 4.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.00 | 45.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 44.00 | 42.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.00 | 44.00 | 13.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.00 | 44.00 | 13.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.00 | 50.00 | 11.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.50 | 46.30 | 13.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.40 | 45.50 | 14.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.70 | 45.50 | 13.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.40 | 46.30 | 13.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 39.70 | 47.00 | 13.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 39.60 | 46.90 | 13.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.80 | 46.70 | 14.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.20 | 47.80 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.40 | 47.80 | 13.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 37.70 | 48.80 | 13.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.40 | 47.40 | 14.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 38.70 | 46.80 | 14.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 39.30 | 45.80 | 14.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.70 | 44.90 | 14.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.20 | 44.00 | 14.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.90 | 43.10 | 15.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.30 | 41.70 | 16.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.80 | 42.00 | 15.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.50 | 41.20 | 15.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.10 | 43.70 | 14.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.20 | 44.70 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.30 | 44.10 | 13.60 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.50 | 46.20 | 13.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.00 | 46.30 | 12.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.70 | 45.80 | 13.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.00 | 45.60 | 13.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 40.50 | 46.00 | 13.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.50 | 45.10 | 13.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.60 | 44.70 | 13.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.40 | 42.70 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.70 | 42.50 | 13.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 45.80 | 40.70 | 13.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 46.80 | 40.20 | 13.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 47.70 | 39.10 | 13.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 47.90 | 39.30 | 12.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 48.10 | 39.30 | 12.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 48.20 | 39.60 | 12.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 50.80 | 37.40 | 11.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.70 | 41.70 | 14.60 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.70 | 41.70 | 14.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.90 | 41.70 | 14.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 45.80 | 40.10 | 14.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 44.50 | 40.90 | 14.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 44.30 | 40.40 | 15.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.70 | 40.50 | 15.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.10 | 40.80 | 16.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.00 | 40.90 | 16.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.70 | 41.30 | 16.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 41.90 | 42.20 | 15.90 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.90 | 40.90 | 16.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.60 | 41.50 | 15.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.90 | 41.90 | 15.10 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.10 | 41.60 | 16.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.60 | 41.70 | 15.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.00 | 41.50 | 15.50 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.70 | 41.50 | 15.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.40 | 42.30 | 15.30 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.70 | 41.90 | 15.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.80 | 41.60 | 15.60 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.70 | 41.50 | 14.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.50 | 40.90 | 15.60 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.30 | 40.80 | 15.90 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 43.30 | 40.30 | 16.40 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.90 | 40.30 | 16.70 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.60 | 41.20 | 16.20 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 42.20 | 41.40 | 16.40 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 39.00 | 47.00 | 14.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 38.00 | 43.00 | 19.00 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 44.00 | 42.60 | 13.40 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 43.90 | 42.80 | 13.30 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 44.00 | 43.40 | 12.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 44.50 | 43.00 | 12.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 44.40 | 43.00 | 12.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 43.40 | 43.00 | 13.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 43.00 | 43.90 | 13.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 42.90 | 44.00 | 13.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 42.30 | 44.40 | 13.40 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 41.30 | 44.80 | 14.00 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.30 | 45.40 | 14.30 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.50 | 46.30 | 14.30 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.00 | 46.60 | 13.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.90 | 46.70 | 13.40 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.90 | 47.60 | 13.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.90 | 47.20 | 13.80 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.60 | 46.20 | 14.20 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.60 | 46.70 | 13.80 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.30 | 46.20 | 14.50 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 33.00 | 51.00 | 17.00 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.80 | 46.50 | 14.70 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.80 | 46.10 | 15.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.70 | 46.10 | 15.20 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 37.80 | 46.90 | 15.30 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 37.60 | 47.50 | 15.00 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.50 | 45.90 | 15.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.60 | 45.70 | 15.70 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.10 | 45.20 | 16.70 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.10 | 45.30 | 16.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.90 | 44.10 | 17.00 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.90 | 43.00 | 17.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.10 | 43.10 | 16.80 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.30 | 44.00 | 16.70 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.40 | 44.10 | 16.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.70 | 44.40 | 15.90 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.40 | 43.50 | 17.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.80 | 43.30 | 16.80 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 39.60 | 43.50 | 16.80 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.00 | 43.30 | 16.70 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.30 | 42.50 | 17.20 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.90 | 41.70 | 17.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.40 | 40.90 | 18.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 41.30 | 41.50 | 17.20 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.80 | 41.60 | 17.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 41.10 | 40.80 | 18.10 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.40 | 39.90 | 19.60 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 40.80 | 39.70 | 19.50 |
| Ipsos | Agree/Disagree: The House should begin impeachment proceedings against Donald Trump | begin_proceedings | 38.50 | 42.00 | 19.50 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 42.00 | 42.00 | 16.00 |
| SurveyMonkey | Would you like to see Congress begin the process to impeach President Donald Trump, or not? | begin_proceedings | 44.00 | 51.00 | 5.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 39.00 | 48.00 | 13.00 |
| SurveyUSA | Based on what you’ve read and heard, do you think the Congress should or should not impeach Donald Trump and remove him from the presidency, or are you not sure? | impeach_and_remove | 42.00 | 42.00 | 15.00 |
| HarrisX | Should Democrats in the House of Representatives begin impeachment proceedings against President Trump? | begin_proceedings | 35.00 | 45.00 | 20.00 |
| HarrisX | Do you support or oppose the decision of House Democrats to start a formal impeachment inquiry on President Trump? | begin_inquiry | 47.00 | 42.00 | 11.00 |
| YouGov | Do you approve or disapprove of Congressional Democrats starting an impeachment inquiry into Donald Trump? | begin_inquiry | 55.00 | 45.00 | NA |
| YouGov | As of now, do you feel a Congressional inquiry into Donald Trump is necessary or unnecessary? | begin_inquiry | 55.00 | 45.00 | NA |
| YouGov | From what you have heard or read so far about Donald Trump’s handling of matters concerning Ukraine, do you think Donald Trump deserves to be impeached over his actions, does not deserve to be impeached over his actions, or is it too soon to say? | reasons | 42.00 | 36.00 | 22.00 |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 47.00 | 47.00 | 6.00 |
| Quinnipiac University | As you may know, the House of Representatives has begun a formal impeachment inquiry to determine whether or not to bring impeachment charges against President Trump. Do you approve or disapprove of this impeachment inquiry? | begin_inquiry | 52.00 | 45.00 | 3.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 47.00 | 45.00 | 8.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 45.00 | 41.00 | 15.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should not be impeached | impeach | 45.00 | 43.00 | 12.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 37.00 | 45.00 | 18.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 45.00 | 42.00 | 14.00 |
| Marist College | Do you approve or disapprove of the House of Representatives formally starting an impeachment inquiry into President Trump? | begin_inquiry | 49.00 | 46.00 | 5.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 46.00 | 40.00 | 14.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 41.00 | 47.00 | 11.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 46.00 | 44.00 | 10.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 46.00 | 42.00 | 12.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 46.00 | 45.00 | 9.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 45.00 | 44.00 | 11.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 51.00 | 42.00 | 7.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 49.00 | 41.00 | 10.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 48.00 | 43.00 | 9.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 48.00 | 41.00 | 11.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 45.00 | 43.00 | 12.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 47.00 | 43.00 | 10.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 48.00 | 41.00 | 11.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 40.00 | 48.00 | 12.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 44.00 | 45.00 | 11.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 44.00 | 45.00 | 12.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 41.00 | 46.00 | 13.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 46.00 | 46.00 | 9.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 40.00 | 48.00 | 12.00 |
| Public Policy Polling | Would you support or oppose impeaching Donald Trump? | impeach | 35.00 | 50.00 | 16.00 |
| CNBC/Hart/Public Opinion Strategies | Do you believe that Congress should hold impeachment hearings to remove Donald Trump from office, or not? | begin_inquiry | 44.00 | 47.00 | 9.00 |
| Monmouth University | Do you think President Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 44.00 | 52.00 | 5.00 |
| Monmouth University | Do you think it is a good idea or bad idea for the House Judiciary Committee to conduct an impeachment inquiry into President Trump that may or may not lead to impeachment? | begin_inquiry | 49.00 | 43.00 | 7.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 36.00 | 43.00 | 21.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 37.00 | 42.00 | 22.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 38.00 | 41.00 | 20.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 36.00 | 40.00 | 24.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over collusion with Russia in the 2016 presidential election? | reasons | 32.00 | 44.00 | 24.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over allegations of obstruction of justice? | reasons | 35.00 | 43.00 | 21.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over campaign spending violations of federal law? | reasons | 38.00 | 39.00 | 23.00 |
| YouGov | Do you think the Congress should or should not impeach and remove President Trump from office over collusion with Russia in the 2016 presidential election? | reasons | 41.00 | 37.00 | 22.00 |
| YouGov | From what you have heard or read so far about Donald Trump’s handling of matters concerning Ukraine, do you think Donald Trump deserves to be impeached over his actions, does not deserve to be impeached over his actions, or is it too soon to say? | reasons | 42.00 | 36.00 | 22.00 |
| Gallup | Based on what you know about Robert Mueller’s investigation into Donald Trump’s activities, do you think that Donald Trump should or should not be impeached and removed from office? | reasons | 45.00 | 53.00 | 2.00 |
| Marist College | Do you think Special Counsel Robert Mueller´s report investigating possible wrongdoing and Russian interference in the 2016 election should or should not lead to hearings in Congress to impeach President Trump? | reasons | 39.00 | 53.00 | 8.00 |
| Morning Consult | As you may know, the first step toward removing a president from office is impeachment. Do you believe Congress should or should not begin impeachment proceedings to remove President Trump from office? | impeach_and_remove | 46.00 | 43.00 | 11.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 51.00 | 42.00 | 8.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not try to impeach President Trump? | begin_proceedings | 44.00 | 37.00 | 18.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 46.00 | 37.00 | 17.00 |
| Ipsos | In your opinion, should the U.S. House vote to impeach President Trump? | impeach | 45.00 | 38.00 | 17.00 |
| Ipsos | In your opinion… If the House votes to impeach, should the U.S. Senate vote to convict President Trump? | if_impeach_then_remove | 44.00 | 35.00 | 21.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 44.00 | 40.00 | 16.00 |
| IBD/TIPP | Do you approve or disapprove Congress’s decision to open an impeachment inquiry on President Trump? | begin_inquiry | 55.00 | 44.00 | 2.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 48.00 | 39.00 | 13.00 |
| Washington Post/George Mason University | As you may know, Congress has begun an impeachment inquiry that could lead to Trump being removed from office. Do you think Congress should or should not have begun an impeachment inquiry of Trump? | begin_inquiry | 58.00 | 38.00 | 4.00 |
| Zogby Interactive/JZ Analytics | Do you approve or disapprove of the impeachment inquiry into President Trump? | begin_inquiry | 53.00 | 40.00 | 6.00 |
| Zogby Interactive/JZ Analytics | Do you support the impeachment of President Trump? | impeach | 47.00 | 41.00 | 12.00 |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 45.00 | 49.00 | 6.00 |
| Quinnipiac University | As you may know, the House of Representatives has begun a formal impeachment inquiry to determine whether or not to bring impeachment charges against President Trump. Do you approve or disapprove of this impeachment inquiry? | begin_inquiry | 53.00 | 43.00 | 4.00 |
| NBC News/Wall Street Journal | And based upon what you know today, would you say Congress should impeach Donald Trump and remove him from office, not impeach Donald Trump and he should remain in office. | impeach_and_remove | 43.00 | 49.00 | 8.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 45.00 | 39.00 | 16.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 50.00 | 44.00 | 6.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 50.00 | 43.00 | 7.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 50.00 | 42.00 | 7.00 |
| YouGov | Do you approve or disapprove of the U.S. House of Representatives starting an impeachment inquiry against President Trump? | begin_inquiry | 45.00 | 42.00 | 12.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 45.00 | 39.00 | 16.00 |
| IBD/TIPP | Do you think that Trump’s actions related to Ukraine rise to the level of an impeachable offense or not? | reasons | 50.00 | 46.00 | 4.00 |
| Global Strategy Group/GBAO | As you may know, the House of Representatives has formally opened an impeachment inquiry into President Trump to determine whether or not there is enough evidence for impeachment. Do you support or oppose Congress starting an impeachment inquiry? | begin_inquiry | 53.00 | 42.00 | 5.00 |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 51.00 | 43.00 | 6.00 |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 47.06 | 29.17 | 10.25 |
| Marist College | Do you approve or disapprove of the House of Representatives formally starting an impeachment inquiry into President Trump? | begin_inquiry | 52.00 | 43.00 | 5.00 |
| Marist College | Do you approve or disapprove of the House of Representatives formally starting an impeachment inquiry into President Trump? | begin_inquiry | 52.00 | 45.00 | 3.00 |
| Marist College | Based on what you know at this point, do you support or oppose the impeachment of President Trump? | impeach | 49.00 | 47.00 | 4.00 |
| Marist College | Based on what you know at this point, do you support or oppose the impeachment of President Trump? | impeach | 49.00 | 48.00 | 4.00 |
| Marist College | Based on what you know at this point, do you support or oppose the U.S. Senate voting to remove President Trump from office? | NA | 48.00 | 48.00 | 4.00 |
| Marist College | Based on what you know at this point, do you support or oppose the U.S. Senate voting to remove President Trump from office? | NA | 47.00 | 49.00 | 4.00 |
| Global Strategy Group/GBAO | Do you support or oppose Congress impeaching President Trump? | impeach | 52.00 | 43.00 | 4.00 |
| YouGov | Do you approve or disapprove of Congressional Democrats starting an impeachment inquiry into Donald Trump? | begin_inquiry | 53.00 | 46.00 | NA |
| YouGov | From what you have heard or read so far about Donald Trump’s handling of matters concerning Ukraine, do you think Donald Trump deserves to be impeached over his actions, does not deserve to be impeached over his actions, or is it too soon to say? | reasons | 42.00 | 38.00 | NA |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 46.00 | 48.00 | 7.00 |
| Quinnipiac University | As you may know, the House of Representatives has begun a formal impeachment inquiry to determine whether or not to bring impeachment charges against President Trump. Do you approve or disapprove of this impeachment inquiry? | begin_inquiry | 51.00 | 45.00 | 4.00 |
| HarrisX | Should President Trump be impeached and removed from office? | impeach_and_remove | 50.00 | 38.00 | 12.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 50.00 | 43.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 51.00 | 41.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 51.00 | 41.00 | 8.00 |
| Lake Research Partners/The Tarrance Group | Now, thinking about what you have seen, read or heard about this possible impeachment of President Trump, do you think President Trump should be impeached and sent to the U.S. Senate for a trial? | impeach | 51.10 | 46.30 | 2.60 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 45.00 | 41.00 | 14.00 |
| Ipsos | And based upon what you know today, would you say Congress should impeach Donald Trump and remove him from office, not impeach Donald Trump and he should remain in office. | impeach_and_remove | 43.00 | 42.00 | 14.00 |
| Gallup | Next we have some questions about the allegations being reported in the news concerning President Trump. Based on what you know at this point, do you think that Donald Trump should or should not be impeached and removed from office? | impeach_and_remove | 52.00 | 46.00 | 2.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 47.00 | 38.00 | 15.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 48.00 | 37.00 | 14.00 |
| Ipsos | And based upon what you know today, would you say Congress should impeach Donald Trump and remove him from office, not impeach Donald Trump and he should remain in office. | impeach_and_remove | 44.00 | 43.00 | 12.00 |
| Pew Research Center | As you may know, the House of Representatives has been investigating Donald Trump’s conduct during his time in office and during his campaign for president. Based on what you know, do you favor or oppose the House of Representatives conducting impeachment proceedings against Donald Trump? | begin_proceedings | 50.00 | 50.00 | 1.00 |
| Pew Research Center | Do you approve or disapprove of the House of Representatives’ decision to conduct an impeachment inquiry into Donald Trump? | begin_inquiry | 54.00 | 44.00 | 1.00 |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 46.60 | 29.50 | NA |
| SurveyUSA | If the U.S. House of Representatives were to vote on an article of impeachment today, should the U.S. House vote to impeach President Trump? Or vote not to impeach President Trump? | impeach | 49.00 | 42.00 | 9.00 |
| SurveyUSA | In an impeachment trial in the U.S. Senate today, should the Senate convict President Trump? Or find President Trump not guilty? | if_impeach_then_remove | 47.00 | 40.00 | 13.00 |
| Public Religion Research Institute | Based on what you have read or heard, do you believe that President Donald Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 47.00 | 53.00 | 1.00 |
| Public Religion Research Institute | Do you believe that Trump should be impeached and removed from office or not? | impeach_and_remove | 51.00 | 47.00 | 2.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 50.00 | 43.00 | 7.00 |
| Emerson College | Do you support or oppose impeaching President Trump? | impeach | 47.60 | 43.70 | 8.80 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 46.00 | 40.00 | 14.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 49.00 | 43.00 | 9.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 50.00 | 42.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | if_impeach_then_remove | 49.00 | 43.00 | 8.00 |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 48.00 | 46.00 | 6.00 |
| Quinnipiac University | As you may know, the House of Representatives has begun a formal impeachment inquiry to determine whether or not to bring impeachment charges against President Trump. Do you approve or disapprove of this impeachment inquiry? | begin_inquiry | 55.00 | 43.00 | 3.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 44.00 | 40.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 45.00 | 41.00 | 15.00 |
| SurveyMonkey | Do you think that President Trump should be impeached and removed from office? | impeach_and_remove | 49.00 | 49.00 | 2.00 |
| Selzer & Co. | Do you think President Trump should or should not be impeached and removed from office? | impeach_and_remove | 42.00 | 44.00 | 14.00 |
| Selzer & Co. | Do you agree or disagree with the decision of the House of Representatives to open an impeachment inquiry into President Trump? | begin_inquiry | 48.00 | 42.00 | 10.00 |
| Suffolk University | If the House impeaches President Trump, do you think the Senate should convict him, removing him from office - yes or no? | if_impeach_then_remove | 45.50 | 46.90 | 7.60 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 48.00 | 43.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 49.00 | 42.00 | 9.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 48.00 | 43.00 | 9.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 46.00 | 39.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 47.00 | 40.00 | 13.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 47.00 | 41.00 | 12.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 48.00 | 42.00 | 10.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 45.00 | 39.00 | 16.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 47.00 | 39.00 | 14.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 48.00 | 39.00 | 13.00 |
| ABC News/Washington Post | Based on what you know, do you think Congress should or should not impeach Trump and remove him from office? Do you feel that way strongly or somewhat? | impeach_and_remove | 49.00 | 47.00 | 4.00 |
| AP-NORC | Do you approve or disapprove, or neither approve nor disapprove of the impeachment inquiry into Donald Trump by the House of Representatives? | begin_inquiry | 47.00 | 38.00 | 13.00 |
| IBD/TIPP | NA | NA | 61.00 | 39.00 | NA |
| Fox News | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 49.00 | 45.00 | 7.00 |
| NBC News/Wall Street Journal | And, based upon what you know today about President Trump’s call and actions related to his discussion with the Ukrainian president, do you approve or disapprove of the impeachment inquiry being conducted by Congress to determine if there is enough evidence to remove Donald Trump from office? | reasons | 53.00 | 44.00 | 3.00 |
| NBC News/Wall Street Journal | And, based upon what you know today, would you say Congress should impeach Donald Trump and remove him from office, not impeach Donald Trump and he should remain in office. | impeach_and_remove | 49.00 | 46.00 | 5.00 |
| Gallup | Next we have some questions about the allegations being reported in the news concerning President Trump. Based on what you know at this point, do you think that Donald Trump should or should not be impeached and removed from office? | impeach_and_remove | 51.00 | 48.00 | 1.00 |
| Monmouth University | Do you think President Trump should be impeached and compelled to leave the presidency, or not? | impeach_and_remove | 44.00 | 51.00 | 4.00 |
| Monmouth University | Do you think it is a good idea or bad idea for the House of Representatives to conduct an impeachment inquiry into President Trump that may or may not lead to impeachment? | begin_inquiry | 51.00 | 44.00 | 4.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 49.00 | 43.00 | 9.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 47.00 | 43.00 | 10.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 47.00 | 42.00 | 10.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 46.00 | 39.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 46.00 | 40.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 45.00 | 41.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 47.00 | 41.00 | 12.00 |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 50.20 | 30.00 | NA |
| USC Dornsife/LA Times | Based on what you know or have heard about the issues, which of the following comes closer to your view? The U.S. House of Representatives should… Vote to impeach President Trump and send the case to trial in the Senate; Vote against impeaching President Trump; Not sure, or it is too soon to say | impeach | 44.00 | 30.00 | 26.00 |
| USC Dornsife/LA Times | If the U.S. House of Representatives does vote to impeach President Trump, and sends the case to trial in the Senate, which of the following comes closer to your view? The Senate should… Vote to remove President Trump from office; Vote to acquit President Trump of all charges; Not sure, or it is too soon to say | if_impeach_then_remove | 54.00 | 28.00 | 28.00 |
| Change Research | Based on everything you’ve heard so far, do you support or oppose the impeachment inquiry into Donald Trump? | begin_inquiry | 53.00 | 45.00 | NA |
| Change Research | Based on everything you’ve heard so far, do you support or oppose impeaching Donald Trump and removing him from office? | impeach_and_remove | 51.00 | 46.00 | NA |
| YouGov | Do you approve or disapprove of Congressional Democrats starting an impeachment inquiry into Donald Trump? | begin_inquiry | 53.00 | 47.00 | NA |
| YouGov | From what you have heard or read so far about Donald Trump’s handling of matters concerning Ukraine, do you think Donald Trump deserves to be impeached over his actions, does not deserve to be impeached over his actions, or is it too soon to say? | reasons | 43.00 | 40.00 | 17.00 |
| Global Strategy Group/GBAO | Do you support or oppose Congress impeaching President Trump? | impeach | 52.00 | 41.00 | 8.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 50.00 | 41.00 | 9.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 49.00 | 41.00 | 10.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 48.00 | 42.00 | 10.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 45.00 | 39.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 45.00 | 39.00 | 16.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 45.00 | 42.00 | 13.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 46.00 | 43.00 | 11.00 |
| YouGov | Do you support or oppose the House of Representatives opening an impeachment inquiry into Donald Trump’s presidency? | begin_inquiry | 52.30 | 47.80 | NA |
| YouGov | Do you think that the House of Representatives should vote to impeach Donald Trump? | impeach | 49.40 | 43.60 | 7.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 44.00 | 40.00 | 16.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 46.00 | 40.00 | 14.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 45.00 | 42.00 | 14.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 48.00 | 45.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 48.00 | 44.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 47.00 | 44.00 | 8.00 |
| Marist College | Do you approve or disapprove of the House of Representatives’ impeachment inquiry into President Trump? | begin_inquiry | 50.00 | 43.00 | 7.00 |
| Marist College | Do you approve or disapprove of the House of Representatives’ impeachment inquiry into President Trump? | begin_inquiry | 48.00 | 46.00 | 5.00 |
| Marist College | Based on what you know at this point, do you support or oppose the impeachment of President Trump? | impeach | 47.00 | 46.00 | 6.00 |
| Marist College | Based on what you know at this point, do you support or oppose the impeachment of President Trump? | impeach | 45.00 | 50.00 | 5.00 |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 45.00 | 40.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 47.00 | 39.00 | 15.00 |
| Gallup | Next we have some questions about the allegations being reported in the news concerning President Trump. Based on what you know at this point, do you think that Donald Trump should or should not be impeached and removed from office? | impeach_and_remove | 48.00 | 50.00 | 2.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 46.00 | 41.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 48.00 | 42.00 | 10.00 |
| Emerson College | Do you support or oppose impeaching President Trump? | impeach | 43.00 | 45.30 | 11.70 |
| YouGov | Do you favor or oppose the U.S. House of Representatives impeaching President Trump? If impeached, President Trump would have a trial in the U.S. Senate where Senators would listen to evidence and decided whether or not to remove President Trump from office. | impeach | 46.00 | 38.00 | 16.00 |
| YouGov | Do you think President Trump should be removed from office? | NA | 48.00 | 45.00 | 7.00 |
| YouGov | Do you think President Trump should be impeached and removed from office, or not? | impeach_and_remove | 45.00 | 42.00 | 13.00 |
| SurveyUSA | If the U.S. House of Representatives were to vote on an article of impeachment today, should the U.S. House vote to impeach President Trump? Or vote not to impeach President Trump? | impeach | 51.00 | 42.00 | 8.00 |
| SurveyUSA | In an impeachment trial in the U.S. Senate today, should the Senate convict President Trump? Or find President Trump not guilty? | if_impeach_then_remove | 49.00 | 42.00 | 9.00 |
| CNN/SSRS | Based on what you have read or heard, do you believe that President Trump should be impeached and removed from office, or don’t you feel that way? | impeach_and_remove | 50.00 | 43.00 | 6.00 |
| Morning Consult | Do you support or oppose the current impeachment inquiry into President Trump? | begin_inquiry | 48.00 | 43.00 | 9.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The House of Representatives impeaching President Trump. | impeach | 50.00 | 41.00 | 8.00 |
| Morning Consult | As you may know, the Constitution gives the House of Representatives the sole power to impeach the president. Once a president is impeached by the House of Representatives, the Senate has the sole power to legally try the president and, if convicted, remove the president from office. Would you support or oppose each of the following? The Senate removing President Trump from office. Strongly support, Somewhat support, Somewhat oppose, Strongly oppose | NA | 50.00 | 42.00 | 9.00 |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 48.00 | 28.00 | NA |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 47.00 | 32.00 | NA |
| SurveyMonkey Audience | Impeachment is the first step in the process of removing a president from office. Do you think the House of Representatives should impeach President Trump? | impeach | 45.00 | 33.00 | NA |
| Quinnipiac University | Do you think that President Trump should be impeached and removed from office, or don’t you think so? | impeach_and_remove | 45.00 | 48.00 | 6.00 |
| Quinnipiac University | As you may know, the House of Representatives has begun a formal impeachment inquiry to determine whether or not to bring impeachment charges against President Trump. Do you approve or disapprove of this impeachment inquiry? | begin_inquiry | 54.00 | 42.00 | 3.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 47.00 | 40.00 | NA |
| YouGov | Do you think the U.S. House of Representatives should or should not impeach Donald Trump? | impeach | 46.00 | 38.00 | 16.00 |
| YouGov | If the U.S. House of Representatives votes to impeach Donald Trump, do you think the U.S. Senate should or should not remove him from office? | if_impeach_then_remove | 45.00 | 40.00 | 14.00 |
| Ipsos | Which of the following comes closest to your opinion? President Trump should be impeached, President Trump should NOT be impeached, don’t know | impeach | 47.00 | 42.00 | 11.00 |