
President of @coefficientpoll. Pollster, debater, data geek and strategist. I live in the city, but I identify as rural.
Kansas City, MO
Joined February 2009
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Ryan Munce retweeted
There is growing evidence that Republicans have become somewhat less likely than Democrats to participate in polls, particularly in the past three presidential elections.
In 2020 and 2024, weighting our post election polls by party improved accuracy by about 1-2 percentage points per candidate.
Ryan Munce retweeted
In our latest independent poll, Republican Ashley Hinson leads Democrat Josh Turek:
🔴 Ashley Hinson, Republican - 46%
🔵 Josh Turek, Democrat - 42%
🟡 Thomas Laehn, Libertarian - 2%
⚪ Undecided - 9%
See the Iowa results and follow the full Senate Battlegrounds 2026 series here:
battlegrounds.coefficient.or…
Follow along as we continue releasing independent polling from 2026’s most contested Senate races.
#2026Election #USSenate #IASenate
Independent public polling. Not sponsored by any candidate committee, party committee, or other independent expenditure.
Ryan Munce retweeted
New Poll: Indiana Republicans' Support For Redistricting
• 78% say it is very important that elected representatives support President Trump’s agenda
• 72% support redrawing congressional districts in Indiana
• 67% say they would be less likely to re-elect their State Senator if they sided with Democrats
Dec 11–12, 2025 | 1,010 GOP Primary Voters | MoE ±3.11% | Mobile Text + Live Interviews | for Fair Maps Indiana
View full memo: coefficient.org/wp-content/u…
Ryan Munce retweeted
NEW: 2026 Texas GOP Senate Primary Poll
Ken Paxton and John Cornyn remain locked in a close battle, each enjoying slight leads in various media markets, while Wesley Hunt trails in third in all markets across the state.
Ballot:
Cornyn: 28%
Paxton: 27%
Hunt: 19%
Undecided: 26%
Fielded Dec 1–3, 2025 | n=1,022 Likely Republican Primary Voters | MoE ±3.07% | Not sponsored by any candidate or committee.
Full results: coefficient.org/texas-statew…
Ryan Munce retweeted
New Statewide NJ Poll:
Governor:
Sherrill (D): 48%
Ciattarelli (R): 47%
Kaplan (L): 1%
Kuniansky (SWP): 0%
Undecided: 5%
Generic Assembly:
Democrat: 49%
Republican: 45%
Undecided: 6%
Oct 23–27, 2025 | 995 LVs | MoE ±3.27% | Not sponsored by any candidate or candidate’s committee.
View full results: coefficient.org/new-jersey-s…
Ryan Munce retweeted
New Statewide VA Poll:
While the Governor's race is still competitive with Spanberger out in front, Jay Jones' texting scandal has defined the race for Attorney General with Miyares leading by 4 (46%-42%) headed into the final weeks of the campaign.
Governor:
Spanberger (D): 49%
Earle-Sears (R): 44%
Charles (I): 1%
Undecided: 6%
Lieutenant Governor
Hashmi (D): 47%
Reid (R): 42%
Undecided: 11%
Attorney General:
Miyares (R): 46%
Jones (D): 42%
Undecided: 11%
Oct 15–17, 2025 | 937 LVs | MoE ±3.19% | Not sponsored by any candidate or candidate’s committee.
View full results: coefficient.org/virginia-sta…
Ryan Munce retweeted
NEW POLL: Our latest Virginia statewide survey finds voters sharply divided on political violence, who's to blame, and the use of the National Guard.
✔️ 1 in 3 Republicans say recent events increased motivation to vote
✔️ Voters who typically skip off-year elections are reporting an increased motivation to vote.
Learn how this could impact November in our full memo: coefficient.org/va-statewide…
#VAgov #VAleg #VAelection
Not paid for by any candidate or candidate’s committee.
Ryan Munce retweeted
New 2026 South Carolina Governor GOP Primary Poll:
Nancy Mace: 19%
Pamela Evette: 18%
Alan Wilson: 16%
Ralph Norman: 10%
Josh Kimbrell: 2%
Undecided: 35%
Sept 18–19, 2025 | 1,094 Likely Republican Primary Voters | MoE ±3.17% | Not sponsored by any candidate or candidate’s committee.
Full results: coefficient.org/sc-governor-…
Ryan Munce retweeted
St. Michael the Archangel,
defend us in battle.
Be our protection against the
wickedness & snares of the Devil.
May God rebuke him, we humbly pray,
& do thou,
O Prince of the heavenly hosts,
by the power of God,
thrust into hell Satan,
& all the evil spirits,
who prowl about the world
seeking the ruin of souls.
Amen
Ryan Munce retweeted
New co/efficient Statewide VA Poll:
Governor:
Spanberger (D): 48%
Earle-Sears (R): 43%
Lt. Governor:
Reid (R): 43%
Hashmi (D): 43%
Attorney General:
Jones (D): 45%
Miyares (R): 44%
Aug 23-26, 2025 | 1,025 LVs | MoE ±3.1% | Not sponsored by any candidate or candidates committee.
Full results: coefficient.org/va-statewide…
Ryan Munce retweeted
The media says Trump’s “Big Beautiful Bill” adds $3T to the deficit.
That’s a lie based on a fake baseline. Here’s the truth: 🧵
Ryan Munce retweeted
New co/efficient Statewide Virginia Poll sponsored by @FoundersPolls
Governor
Spanberger (D): 46%
Earle-Sears (R): 43%
Charles (I): 2%
Undecided: 9%
Lt. Governor
Reid (R): 41%
Dem Candidate: 39%
Jones (I): 2%
Undecided: 18%
Attorney General
Miyares (R): 44%
Dem Candidate: 44%
Undecided: 12%
Fielded June 8–10, 2025 | 1,127 LVs | MoE ±3.1%
Full results: coefficient.org/va-statewide
Ryan Munce retweeted
WATCH: @BenShapiro discusses our recent poll that asks voters to name the “face of the Democrat party“
The topline result has received the most attention, but the data among self-identified Democrats is even more revealing.
Vice President Harris performs better among Democrats than the general electorate, but she still trails AOC, Bernie Sanders, and Jasmine Crockett.
This may be the worst news for Gavin Newsom, who barely registers across any group or demographic.
The full crosstab and methodology are available here: coefficient.org/face-of-the-…
Ryan Munce retweeted
New Data Release: National Foreign Policy Study
New findings on:
- Support for deportation
- US involvement in Ukraine
- US policy in the Middle East, and more.
Full memo here: coefficient.org/national-for…
#ForeignPolicy #Russia #Ukraine
Ryan Munce retweeted
New Data Release: National Approval Study
- Trump approval: 49%
- No clear face of the Democratic Party (AOC leads at 26%)
Full memo here: coefficient.org/national-app…
Ryan Munce retweeted
I’m running for the U.S. Senate to defend your Constitutional rights and support President Trump’s America First agenda.
I’m running to ensure you have a Senator in Washington reflecting your values and helping President Trump restore the promise of America.
Ryan Munce retweeted
New Trump Approval Numbers & Key Findings:
President Trump’s approval rating has climbed above 50%, with broad public backing for the administration's actions so far.
Highlights include:
✅ 52% approve of the job Donald Trump is doing as President
✅ 52% support mass deportations and border security measures.
✅ 57% support reinstating the "Remain in Mexico" policy for asylum seekers.
✅ 56% support using biological sex (male/female) on official documents.
coefficient.org/post-inaugur…
1,570 Likely General Election Voters
Conducted nationally January 25-28, 2025
MoE: 3.47%
Conducted independently by co/efficient – not affiliated with any candidate or committee.
Ryan Munce retweeted
Great piece, very insightful — something I've wanted to do in interactive form for a long time now but haven't found the time
goodauthority.org/news/elect…
Ryan Munce retweeted
Great piece nytimes.com/interactive/2024…
Ryan Munce retweeted
New Pre-Debate Polls in 3 Key Battlegrounds: MI, WI, PA
Sponsored by @AmericansForIVF
#MI
#POTUS: Trump 47%, Harris 47%
64% support legislation requiring insurance to cover IVF
Full results: coefficient.org/ivf-mi/
#WI
#POTUS: Trump 47%, Harris 47%
66% support legislation requiring insurance to cover IVF
Full results: coefficient.org/ivf-wi/
#PA
#POTUS: Trump 48%, Harris 46%
69% support legislation requiring insurance to cover IVF
Full results: coefficient.org/ivf-pa/
Fielded Sept. 4-6









