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Republican · Wisconsin House, district 33

Serving since Jan 3, 2005WI 2025–26 session

Portrait of Robin Vos, rendered as a two-tone print
Official portrait
94%
of sponsored bills got out of committee, in the top 5% of the Wisconsin House

94% of 16 sponsored bills got out of committee; the average for the Wisconsin House is 45%. Ranks 2nd of 99, where 1st is the highest share.

The share of bills Vos sponsored that a committee reported out or a chamber passed, ranked within the Wisconsin House. Members of the majority party and committee chairs move more bills, so the rank reflects position as well as effort.

At a glance

4 measures against State House Republicans. Vos sits at +0.86 on the CSIP scale, more conservative than 97% of State House Republicans. 96% of Vos’s itemized money in the 2026 cycle came from Wisconsin, in the bottom half of State House Republicans.

The measures on which Vos sits furthest from the middle of State House Republicans, each against the same group, with the CSIP score when there is one. Every number is explained in its own section below.

Out of committee

94%

Wisconsin House average 45% · ranks 2nd of 99

CSIP ideology

+0.86

More conservative than 97% of State House Republicans · ± 0.04

From Wisconsin, 2026

96%

Of itemized individual dollars · ranks 1249th of 2,335 State House Republicans

Itemized, 2026

$27.0K

State House Republicans’ median $33.7K · ranks 1409th of 2,521

Statements

20

20 posts on X

Bills sponsored

16

and 0 cosponsored

Peer group: State House Republicans. Rank 1 is the highest value in the group; the thick bar is Vos, the thin grey bar the peer average. The headline is the measure on which Vos is most unusual among peers (Methods, §08).

Back to topNext: What politicians say

What Vos says

Vos attacks opponents personally less than 81% of State House Republicans. Personal attacks in 0% of 20 statements, against 2.9% for the average State House Republican; 642nd of 791.

An AI model reads each of Vos’s 20 statements in the WI 2025–26 session (20 posts on X) and marks the kinds of statement it contains: a personal attack, criticism of a policy, discussion of policy, bipartisanship, credit claiming, and extreme labels. A statement can carry several. Every rate is compared with the average for State House Republicans and ranked among them.

Kinds of statement

Share of statements carrying each label, the WI 2025–26 session

0%80%
Vos
Peers
Rank
Policy discussion8 statements
40%
32%
265th of 791
Policy criticism5 statements
25%
9%
65th of 791
Credit claiming2 statements
10%
13%
400th of 791
Personal attacks0 statements
0%
3%
642nd of 791
Bipartisanship0 statements
0%
2%
677th of 791
Show the data
Vos's share of statements in each category against the State House Republicans average.
RowVosPeers
Policy discussion40%32%
Policy criticism25%9%
Credit claiming10%13%
Personal attacks0%3%
Bipartisanship0%2%
20

statements classified

20 posts on X.

posts on X: 20 (100.0%)posts on X 20
Show the data
Vos's statements by source
PartValue
posts on X20
How to read the bars

The thick bar is Vos; the thin grey bar is the average State House Republicans. A longer thick bar means Vos does this more than peers. Rank 1 is the highest rate in the group.

Extreme labels

Vos used extreme labels in 5.0% of statements, 3.5 times the peer average. 1 statement, most often aimed at left; peers 1.4%.

  1. “radical”1

Who gets the labels

Targets named alongside an extreme label, by number of statements

  1. left1
What an extreme label is

Calls a politician, a party or a policy “far left”, “far right”, “MAGA”, “extreme”, “radical”, “woke”, “fascist” or “communist”. The target is who or what the label was aimed at. The lists show the five most used labels and targets; the toggle shows the rest.

Month by month

Share of statements per month, the WI 2025–26 session

No month in this window has 10 or more statements, too few to chart month by month.

How to read the strips

Each row is one kind of statement; each cell is a month, shaded against that row’s own peak (darker = closer to the peak), with the peak and the latest value written at the right. The top row counts statements. The strip covers every month of the WI 2025–26 session, the same span as the rates above, including months with no statements. A month with fewer than 10 statements is hatched, not shaded: one or two posts would swing its rate to 0% or 100%. 22 months are hatched here; 11 of them have no statements.

In Vos’s words

Real statements from the classifier’s example set, with the labels it assigned

Credit claiming

The text of this post is on X; follow the source link to read it.

Oct 29, 2025 · Posts on X (state legislators) · credit claiming · Source

Policy criticism

The text of this post is on X; follow the source link to read it.

Nov 19, 2025 · Posts on X (state legislators) · policy criticism; policy discussion; Education · Source

Extreme label

The text of this post is on X; follow the source link to read it.

Sep 10, 2025 · Posts on X (state legislators) · extreme label “radical” aimed at left · Source

Examples by category

Up to five recent statements in each category

Category

Overtly questions a named person’s character, integrity or loyalty, or calls them names. Criticising a record or a policy does not count.

No statements in this category in this window.

All 20 statements

Newest first, the WI 2025–26 session

The full feed

Five statements at a time, newest first; filters apply to the statements loaded so far. Export saves the statements that match. Sources: 20 posts on X.

Back to topNext: Policy

Policy

Crime and Law Enforcement is what Vos talks about most: 38% of policy statements, 3.4 times the peer share. Peers give it 11%. Agreement with legislation needs at least 20 policy statements and 5 bills.

Each policy statement is tagged by the AI model with one or more of 25 policy areas from the Congressional Research Service list, so the shares say what Vos talks about. The bills Vos sponsors and cosponsors carry the same areas, so the two can be compared.

What Vos talks about

Share of policy statements by area, the WI 2025–26 session

0%41%
Vos
Peers
Crime and Law Enforcement3 statements
38%
11%
Armed Forces and National Security1 statements
13%
5%
Economics and Public Finance1 statements
13%
12%
Education1 statements
13%
15%
Government Operations and Politics1 statements
13%
18%
Show the data
Policy areas Vos talks about, as a share of policy statements, against the State House Republicans average.
RowVosPeers
Crime and Law Enforcement38%11%
Armed Forces and National Security13%5%
Economics and Public Finance13%12%
Education13%15%
Government Operations and Politics13%18%
How to read the bars

The thick bar is the share of Vos’s policy statements in an area; the thin grey bar is the average share for State House Republicans. A statement counts once in each of its areas, so shares can add to more than 100%. The five largest areas are shown; the toggle shows the rest.

Talks about · legislates on

Left: share of statements by policy area. Right: share of bills. Areas in order of their share of statements; both sides run from 0 to 41%. Grey ticks are the State House Republicans averages.

Talks aboutLegislates onCrime and Law EnforcementCrime and Law Enforcement, talks about: 38% (State House Republicans 11%)38%Crime and Law Enforcement, legislates on: 0% (State House Republicans 11%)0%Armed Forces and NationalSecurityArmed Forces and National Security, talks about: 13% (State House Republicans 5%)13%Armed Forces and National Security, legislates on: 0% (State House Republicans 2%)0%Economics and Public FinanceEconomics and Public Finance, talks about: 13% (State House Republicans 12%)13%Economics and Public Finance, legislates on: 0% (State House Republicans 2%)0%EducationEducation, talks about: 13% (State House Republicans 15%)13%Education, legislates on: 30% (State House Republicans 9%)30%Government Operations andPoliticsGovernment Operations and Politics, talks about: 13% (State House Republicans 18%)13%Government Operations and Politics, legislates on: 20% (State House Republicans 12%)20%
Show the data
Vos's share of statements against share of bills in each policy area.
AreaTalks aboutState House Republicans, talks aboutLegislates onState House Republicans, legislates on
Crime and Law Enforcement38%11%0%11%
Armed Forces and National Security13%5%0%2%
Economics and Public Finance13%12%0%2%
Education13%15%30%9%
Government Operations and Politics13%18%20%12%

No agreement score.Needs at least 20 policy statements and 5 bills in the window.

What agreement means, and what it doesn’t

Agreement is 1 minus the distance between the two distributions (Jensen–Shannon): 1 means Vos legislates on exactly the areas Vos talks about, in the same proportions; 0 means no overlap. It does not say whether the bills match the positions in the statements, only the subjects. Bills Vos sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.

Back to topNext: Ideology

Ideology

Vos sits at +0.86 on the CSIP scale, right of 0, more conservative than 97% of State House Republicans. Approximate range +0.82 to +0.90, which understates the uncertainty; from 1,835 donors and no roll calls.

CSIP, the lab’s Common-Space Ideal Point, places every official, federal and state, on one left–right scale, estimated from roll-call votes, who gives money to whom, and the text of statements. Negative is left of 0, positive right of it; 0 is the centre of the scale, not a definition of “moderate”.

+0.86

CSIP ideal point

Approximate range +0.82 to +0.90. From 1,835 donors and no roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.

← More liberalMore conservative →0Vos +0.9State House Republicans +0.4Wisconsin House +0.5All State House +0.1

The outlined dot is Vos, coloured by its side of 0 (blue left, red right, deeper further out); the bar through it is the approximate range (±1.96 standard errors), which understates the uncertainty; the grey ticks below are the medians of Vos’s groups. 0 is the centre of the scale, not “moderate” by definition.

What this means, and what it doesn’t

The score summarises how an official votes, who funds them and how they talk, relative to everyone else. It does not grade positions as good or bad, and two officials with the same score can differ on any single issue. The ± range is 1.96 standard errors, which understates the uncertainty: scores whose ranges overlap may not differ at all, and even scores whose ranges do not overlap may not differ.

Where Vos sits

Every official in each group, on the CSIP scale

−2.0−1.00.0+1.0+2.0← More liberalMore conservative →State House Republicansmedian +0.4Vos +0.9Wisconsin Housemedian +0.5All State Housemedian +0.1
Show the data
Vos's CSIP score of +0.86 placed against State House Republicans, Wisconsin House, All State House.
GroupOfficialsMedianShare left of Vos
State House Republicans2917+0.497%
Wisconsin House99+0.597%
All State House5324+0.199%
How to read the strips

Every small dot is one official on the same scale, coloured by its own score (blue left of 0, red right of 0, grey at 0, deeper further out) and spread up and down only to keep dots apart; where a group is crowded the dots overlap, and darker patches mean more officials. The large outlined dot is Vos in every row; the rule is each group’s median. The table under the figure gives the share of each group to the left of Vos.

Back to topNext: Money

Money

Vos reported $27.0K in the 2026 cycle, below the State House Republicans’ median of $33.7K. State filings report no small-donation total. 96% of itemized individual money came from Wisconsin.

Campaign money from state campaign-finance filings, as aggregates only; the lab never shows an individual donor. Campaigns must report by name every person who gives them more than $200 in a cycle (“itemized”); smaller gifts are reported only as one total (“unitemized”), so donor counts, donor states, employers and occupations describe itemized donors only. State filings report no small-gift total, so these figures add up itemized contributions only.

Election cycle
$27.0K

itemized in the 2026 cycle

From 111 itemized donors. State House Republicans’ median $33.7K.

Where the money came from

Each square is one percent of itemized contributions in the 2026 cycle.

Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)Individuals (itemized): $24.2K (89.8%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)PACs and other committees: $2,750 (10.2%)
  • Individuals (itemized)90 squares$24.2K
  • PACs and other committees10 squares$2,750
Show the data
Sources of Vos's money, 2026 cycle, one square per percent
SourceAmountShare
Individuals (itemized)$24.2K89.8%
PACs and other committees$2,75010.2%
What this means, and what it doesn’t

Totals say how much a campaign took in, not how it was spent, and they rise sharply when a seat is up for election; compare cycles with that in mind.

Receipts by cycle

Itemized contributions, 2020 to 2026. The grey line is the State House Republicans’ median for 2026.

2020 cycle: $233.1K$233.1K20202022 cycle: $450.0K$450.0K20222024 cycle: $806.6K$806.6K20242026 cycle: $27.0K$27.0K2026State House Republicans median $33.7K
Show the data
Vos's receipts by cycle against the 2026 State House Republicans median.
ItemValue
2020 cycle$233.1K
2022 cycle$450.0K
2024 cycle$806.6K
2026 cycle$27.0K

Top donor states, 2026

Itemized contributions by donor state. 96% came from Wisconsin.

  1. Wisconsin$23.2K
  2. Ohio$1,000

Small donations

State filings report no total for small gifts.

Not reported in state filings.

Where itemized donors live

Individuals who gave more than $200, by donor state

Alaska: no dataAKMaine: no dataMEVermont: no dataVTNew Hampshire: no dataNHWashington: no dataWAIdaho: no dataIDMontana: no dataMTNorth Dakota: no dataNDMinnesota: no dataMNIllinois: no dataILWisconsin: $23.2KWIMichigan: no dataMINew York: no dataNYRhode Island: no dataRIMassachusetts: no dataMAOregon: no dataORNevada: no dataNVWyoming: no dataWYSouth Dakota: no dataSDIowa: no dataIAIndiana: no dataINOhio: $1,000OHPennsylvania: no dataPANew Jersey: no dataNJConnecticut: no dataCTCalifornia: no dataCAUtah: no dataUTColorado: no dataCONebraska: no dataNEMissouri: no dataMOKentucky: no dataKYWest Virginia: no dataWVVirginia: no dataVAMaryland: no dataMDDelaware: no dataDEArizona: no dataAZNew Mexico: no dataNMKansas: no dataKSArkansas: no dataARTennessee: no dataTNNorth Carolina: no dataNCSouth Carolina: no dataSCDistrict of Columbia: no dataDCOklahoma: no dataOKLouisiana: no dataLAMississippi: no dataMSAlabama: no dataALGeorgia: no dataGAHawaii: no dataHITexas: no dataTXFlorida: no dataFL
Show the data
Vos's itemized individual contributions by donor state, 2026 cycle
StateValue
Wisconsin$23.2K
Ohio$1,000
AlaskaNo data
MaineNo data
VermontNo data
New HampshireNo data
WashingtonNo data
IdahoNo data
MontanaNo data
North DakotaNo data
MinnesotaNo data
IllinoisNo data
MichiganNo data
New YorkNo data
Rhode IslandNo data
MassachusettsNo data
OregonNo data
NevadaNo data
WyomingNo data
South DakotaNo data
IowaNo data
IndianaNo data
PennsylvaniaNo data
New JerseyNo data
ConnecticutNo data
CaliforniaNo data
UtahNo data
ColoradoNo data
NebraskaNo data
MissouriNo data
KentuckyNo data
West VirginiaNo data
VirginiaNo data
MarylandNo data
DelawareNo data
ArizonaNo data
New MexicoNo data
KansasNo data
ArkansasNo data
TennesseeNo data
North CarolinaNo data
South CarolinaNo data
District of ColumbiaNo data
OklahomaNo data
LouisianaNo data
MississippiNo data
AlabamaNo data
GeorgiaNo data
HawaiiNo data
TexasNo data
FloridaNo data
111

itemized donors

People who gave more than $200

96%

from Wisconsin

Of itemized individual dollars

How to read the map

Every state the same size. Darker states gave more itemized money; hatched states had no itemized donors; the outlined state is Wisconsin. Gifts of $200 or less carry no address and are left out.

Top donor occupations

Itemized, 2026 cycle.

  1. RETIRED$6,828 10 donors
  2. PRESIDENT$2,378 5 donors
  3. OWNER$1,564 3 donors

Top committees

PAC and committee contributions, 2026 cycle.

  1. FRIENDS OF MICHELLE LITJENS$1,000
  2. UNION PACIFIC CORPORATION FUND FOR EFFECTIVE GOVERNMENT$1,000
  3. NATIONAL ASSOCIATION OF MUTUAL INSURANCE COMPANIES$750

Top employers

Itemized, 2026 cycle.

No employers reported.

Aggregates only. Individual donors are never named.

Back to topNext: Votes

Votes

No roll-call votes for the WI 2025–26 session.No roll-call votes are recorded for this official in this time window.

Back to topNext: Legislation

Legislation

Vos sponsored 16 bills in the WI 2025–26 session; 2 became law. Cosponsored 0 others. 94% of sponsored bills got out of committee (Wisconsin House average 45%; 2nd of 99).

The bills Vos sponsored and cosponsored in the WI 2025–26 session, from the official bill records, and how far each got: introduced, referred to or acted on in committee, passed one chamber, passed both, became law. A bill counts at every stage it has reached, so the blocks only shrink to the right.

Bills by stage

Counts for the WI 2025–26 session

Sponsored16 billsSponsored, Introduced: 1616Sponsored, In committee: 1616Sponsored, Passed one chamber: 1313Sponsored, Passed both chambers: 66Sponsored, Became law: 22Cosponsored0 billsCosponsored, Introduced: 00Cosponsored, In committee: 00Cosponsored, Passed one chamber: 00Cosponsored, Passed both chambers: 00Cosponsored, Became law: 00IntroducedIncommitteePassed onechamberPassed bothchambersBecamelaw
Show the data
Bills Vos sponsored and cosponsored, by furthest stage reached
RoleIntroducedIn committeePassed one chamberPassed both chambersBecame law
Sponsored16161362
Cosponsored00000
How to read the blocks

Ink blocks are bills Vos sponsored, ochre blocks bills Vos cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.

94%

of sponsored bills got out of committee

Wisconsin House average 45%. Ranks 2nd of 99.

Cosponsorship partners

Colleagues who most often cosponsor with Vos, by number of shared bills in the WI 2025–26 session; the square shows their party.

  1. Elijah Behnke7
  2. Chuck Wichgers5
  3. Rick Gundrum5
  4. Dave Murphy5
  5. Barbara Dittrich5
What this means, and what it doesn’t

The score is the share of sponsored bills that a committee reported out or a chamber passed, with at least 5 sponsored bills, ranked within the peer group. Members of the majority party and committee chairs move more bills, so the rank reflects position in the chamber as well as effort. Cosponsorship partners are the five colleagues who share the most of Vos’s bills; the toggle shows more.

Bill list

Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest

Bills sponsored and cosponsored
AB 974Relating to: a public affairs network trust fund, grants to the WisconsinEye Public Affairs Network, and making an appropriation. (FE)SponsorJan 30, 2026Passed one chamberScience, Technology, Communications(model)Failed to concur in pursuant to Senate Joint Resolution 1 Mar 23, 2026
AJR 86Relating to: honoring the life and public service of Representative Jim Rooney.SponsorSep 15, 2025Passed one chamberUnassignedFailed to concur in pursuant to Senate Joint Resolution 1 Mar 23, 2026
AB 322Relating to: designating the monarch butterfly as the state butterfly.SponsorJul 8, 2025In committeeUnassignedFailed to pass pursuant to Senate Joint Resolution 1 Mar 23, 2026
AB 308Relating to: prohibiting funding for health services for unlawfully present individuals. (FE)SponsorJun 6, 2025Passed both chambersHealth(model)Failed to pass notwithstanding the objections of the Governor pursuant to Joint Rule 82 May 13, 2026
AB 174Relating to: transmission facilities; installation of large wind energy, large solar energy, and battery energy storage systems; installation of light-mitigating technology systems; and prioritizing nuclear energy resources. (FE)SponsorApr 14, 2025In committeeEnergy(model)Failed to pass pursuant to Senate Joint Resolution 1 Mar 23, 2026

Back to topNext: Online

Online

A site that has not changed in 90 days. Vos’s official site had 1 page when last crawled on Oct 1, 2026.

The lab crawls Vos’s official and campaign websites (weekly for Congress, monthly for the states) and keeps every page’s text, so changes can be read later; it also records social accounts and describes the images Vos posts with a vision model.

Websites

How to read the counts

“Pages crawled” is the size of the site at the last crawl; “changes in 90 days” counts pages whose text differed from the previous crawl. Sites change for many routine reasons, such as new press releases, so a high count is not by itself notable.

Images Vos posted

No images from Vos’s posts have been described.

About the descriptions

Written by a vision model and may be wrong. Open the post to see the original. Five are shown; the toggle shows the rest.

State floor speeches

No transcribed state floor speeches are matched to this legislator yet.

Floor speeches

Transcribed from chamber video or captions by the lab. They are not classified for kinds of statement.

Back to topNext: Methods and sources

Methods and sources

How this page was made. Profile built Oct 28, 2026; site last built Oct 28, 2026. Every number on the page is computed from the sources listed here, by the same rules for every official; nothing is written by hand.

The headline

The headline is the measure on which Vos is most unusual among State House Republicans, chosen by one rule for every official of every party. The candidates are the rate of each kind of statement and of extreme labels, party unity, attendance, the small-donor share, the in-state share and total receipts of the latest cycle, the share of sponsored bills that got out of committee, talk-to-bills agreement, and the CSIP score’s place within the party group.

The builder ranks every measure within the same peer group the page compares it with, and writes each official’s percentile: the share of the group below the value, ties counting half, so 0.5 is the median and a value shared by many never ranks first. A measure’s score is how far that percentile sits from the median (0 in the middle, 0.5 at either end), and the highest score leads if it is above 0.25, outside the middle half of the group. Scores within 0.03 of each other are a tie, broken in this order: votes against the party majority, kinds of statement, ideology, roll calls missed, small donations, in-state money, legislation, agreement, extreme labels, receipts.

A measure counts only with at least 200 statements, 100 roll calls or 5 sponsored bills behind it and a peer group of at least 10. Two things never lead: high party unity or attendance, where most members sit, and a high rate of a kind of statement backed by fewer than 10 statements. When nothing qualifies, the headline is a neutral fact instead: statements classified, or years in office. The wording always names the direction (“in the bottom 5% of …”, “votes against the majority of …”).

Identifiers

Profile id
c8381cb6-1fcf-4a82-a6c5-5c60773a85e1
Open States
ocd-person/c8381cb6-1fcf-4a82-a6c5-5c60773a85e1

Bulk files with the same data for every official:

Freshness of this profile’s data

  • What politicians sayOct 27, 20261 days agoMembers of Congress: tweets since 2017; press releases, newsletters and floor speeches since 2022. State legislators: tweets since May 2024. Governors: tweets since January 2025. Labels from an LLM classifier.
  • Roll calls (state)Oct 21, 20267 days agoOpen States floor roll calls, 2019 on (none for AK and MO).
  • Bills (state)Oct 28, 2026todayOpen States bills and sponsors, 2019 on; stages from roll calls.
  • Campaign money (state)no dateState campaign-finance agencies, 2019 on; aggregates only.
  • Ideology (CSIP)Oct 25, 20263 days agoCommon-Space Ideal Points (CSIP), current validated run.
  • WebsitesOct 25, 20263 days agoWeekly crawls of federal sites since April 2026; monthly state crawls since June 2026.
  • State floor speechesOct 21, 20267 days agoState floor speech turns (published transcripts and captions), 2020 on; not LLM-classified.

How the measures work

What politicians say
Every post, press release, newsletter and congressional floor speech is read by a language model and marked for personal attacks, policy criticism, policy discussion, bipartisanship and credit claiming. A statement can be in several. Rates are shares of statements in the window. The methods paper.
Extreme labels
A statement has an extreme label when it calls a politician, party or policy “far left”, “far right”, “MAGA”, “extreme”, “radical”, “woke”, “fascist” or “communist”. The target is who the label is aimed at.
Policy areas and agreement
Statements and bills share 25 Congressional Research Service policy areas (state bills are assigned by a language model). Agreement is 1 − Jensen–Shannon distance between the two distributions, shown with at least 20 policy statements and 5 bills.
Ideology (CSIP)
Common-Space Ideal Points place federal and state officials on one left–right scale, estimated jointly from roll calls, campaign contributions and the text of statements, with standard errors. Only a validated run is shown. The methods paper.
Campaign money
Campaigns report by name only donors who give more than $200 in a cycle; smaller gifts are reported as one total. Federal totals and the small-donor share come from the FEC’s financial summaries of each campaign committee. Donor counts, donor states, employers and occupations cover itemized donors only. State filings report no small-gift totals, so state figures are itemized only. The lab never publishes donor names.
Votes and key votes
Attendance, party unity and the count of votes against the majority of an official’s own party come from roll calls (Voteview for Congress, chamber records for the states). Key votes are final-passage or override votes that became law, were decided by under 10%, saw at least 10% of a party vote against its majority, or concerned one of the 25 bills most mentioned in officials’ statements.
Peers and ranks
Comparisons are with the same party, chamber and level (for example House Democrats); state legislators are compared within their state and chamber for votes. Every comparison names its group. Rank 1 is the highest value in the group; tied values share the average of their ranks, and the percentile is the share of the group below the value, ties counting half.

America’s Political Pulse · Polarization Research Lab

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