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Democrat · Oregon House, district 5

Serving since Jan 9, 2017OR 2025–26 session

Portrait of Pam Marsh, rendered as a two-tone print
Official portrait
85%
of sponsored bills got out of committee, in the top 5% of the Oregon House

85% of 48 sponsored bills got out of committee; the average for the Oregon House is 50%. Ranks 2nd of 59, where 1st is the highest share.

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

At a glance

6 measures against the Oregon House. 37% of Marsh’s itemized money in the 2026 cycle came from Oregon, in the bottom tenth of State House Democrats. Marsh sits at −0.86 on the CSIP scale, more liberal than 81% of State House Democrats.

The measures on which Marsh sits furthest from the middle of the Oregon House, 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

85%

Oregon House average 50% · ranks 2nd of 59

From Oregon, 2026

37%

Of itemized individual dollars · ranks 1864th of 1,983 State House Democrats

CSIP ideology

−0.86

More liberal than 81% of State House Democrats · ± 0.06

Attendance

97.7%

Oregon House average 88% · ranks 11th of 60 · 1,010 roll calls

Party unity

98.6%

Oregon House average 91.6% · ranks 17th of 60 · 12 votes against the majority of Oregon House Democrats

Itemized, 2026

$43.9K

State House Democrats’ median $40.4K · ranks 998th of 2,082

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

Back to topNext: What politicians say

What Marsh says

No statements for the OR 2025–26 session.No classified statements (posts, press releases, newsletters, floor speeches) in this time window.

Back to topNext: Policy

Policy

No policy statements for the OR 2025–26 session.No classified statements (posts, press releases, newsletters, floor speeches) in this time window.

Back to topNext: Ideology

Ideology

Marsh sits at −0.86 on the CSIP scale, left of 0, more liberal than 81% of State House Democrats. Approximate range −0.92 to −0.79, which understates the uncertainty; from 98 donors and 1,170 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 −0.92 to −0.79. From 98 donors and 1,170 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.

← More liberalMore conservative →0Marsh −0.9State House Democrats −0.6Oregon House −0.6All State House +0.1

The outlined dot is Marsh, 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 Marsh’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 Marsh sits

Every official in each group, on the CSIP scale

−2.0−1.00.0+1.0+2.0← More liberalMore conservative →State House Democratsmedian −0.6Marsh −0.9Oregon Housemedian −0.6All State Housemedian +0.1
Show the data
Marsh's CSIP score of −0.86 placed against State House Democrats, Oregon House, All State House.
GroupOfficialsMedianShare left of Marsh
State House Democrats2392−0.619%
Oregon House60−0.623%
All State House5324+0.19%
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 Marsh 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 Marsh.

Back to topNext: Money

Money

Marsh reported $43.9K in the 2026 cycle, close to the State House Democrats’ median of $40.4K. State filings report no small-donation total. 37% of itemized individual money came from Oregon.

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
$43.9K

itemized in the 2026 cycle

From 4 itemized donors. State House Democrats’ median $40.4K.

Where the money came from

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

Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)Individuals (itemized): $3,150 (7.2%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)PACs and other committees: $38.8K (88.3%)Party committees: $2,000 (4.6%)Party committees: $2,000 (4.6%)Party committees: $2,000 (4.6%)Party committees: $2,000 (4.6%)Party committees: $2,000 (4.6%)
  • Individuals (itemized)7 squares$3,150
  • PACs and other committees88 squares$38.8K
  • Party committees5 squares$2,000
Show the data
Sources of Marsh's money, 2026 cycle, one square per percent
SourceAmountShare
Individuals (itemized)$3,1507.2%
PACs and other committees$38.8K88.3%
Party committees$2,0004.6%
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 Democrats’ median for 2026.

2020 cycle: $67.3K$67.3K20202022 cycle: $90.0K$90.0K20222024 cycle: $60.6K$60.6K20242026 cycle: $43.9K$43.9K2026State House Democrats median $40.4K
Show the data
Marsh's receipts by cycle against the 2026 State House Democrats median.
ItemValue
2020 cycle$67.3K
2022 cycle$90.0K
2024 cycle$60.6K
2026 cycle$43.9K

Top donor states, 2026

Itemized contributions by donor state. 37% came from Oregon.

  1. Florida$2,000
  2. Oregon$1,150

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: no dataWIMichigan: no dataMINew York: no dataNYRhode Island: no dataRIMassachusetts: no dataMAOregon: $1,150ORNevada: no dataNVWyoming: no dataWYSouth Dakota: no dataSDIowa: no dataIAIndiana: no dataINOhio: no dataOHPennsylvania: 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: $2,000FL
Show the data
Marsh's itemized individual contributions by donor state, 2026 cycle
StateValue
Florida$2,000
Oregon$1,150
AlaskaNo data
MaineNo data
VermontNo data
New HampshireNo data
WashingtonNo data
IdahoNo data
MontanaNo data
North DakotaNo data
MinnesotaNo data
IllinoisNo data
WisconsinNo data
MichiganNo data
New YorkNo data
Rhode IslandNo data
MassachusettsNo data
NevadaNo data
WyomingNo data
South DakotaNo data
IowaNo data
IndianaNo data
OhioNo 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
4

itemized donors

People who gave more than $200

37%

from Oregon

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 Oregon. Gifts of $200 or less carry no address and are left out.

Top donor occupations

Itemized, 2026 cycle.

  1. NOT EMPLOYED$2,400 3 donors

Top committees

PAC and committee contributions, 2026 cycle.

  1. OREGON BEVERAGE PAC$5,000
  2. OREGON REALTORS POLITICAL ACTION COMMITTEE$5,000
  3. OREGONIANS FOR AFFORDABLE HOUSING$5,000
  4. EQUITABLE HOUSING PAC$2,500
  5. OREGON SOFT DRINK PAC$2,500

Top employers

Itemized, 2026 cycle.

No employers reported.

Aggregates only. Individual donors are never named.

Back to topNext: Votes

Votes

Marsh voted with the majority of Oregon House Democrats on 98.6% of party-line votes and missed 2.3% of 1,010 roll calls. Oregon House on average: 91.6% party unity, 88% attendance. Across all roll calls, Marsh voted against the majority of Oregon House Democrats 12 times.

1,010 roll calls Marsh could vote on in the OR 2025–26 session, compared with Oregon House. Attendance is the share with a vote recorded. Party unity counts only party-line roll calls, where most Democrats and most Republicans voted on opposite sides, and is the share of those where Marsh voted with the majority of Oregon House Democrats. The count of votes against that majority covers every roll call where the majority took a side.

12

votes against the majority of Oregon House Democrats

Party unity 98.6%, Oregon House average 91.6%, ranks 17th of 60. 1,010 roll calls in the OR 2025–26 session.

Attendance and party unity

The thick bar is Marsh, the thin grey bar the Oregon House average. The scale runs from 80% to 100% to show the gap.

80%100%
Marsh
Peers
Rank
Attendance
97.7%
88%
11th of 60
Party unity
98.6%
91.6%
17th of 60
Show the data
Marsh's attendance and party unity against Oregon House.
RowMarshPeers
Attendance97.7%88%
Party unity98.6%91.6%
What this means, and what it doesn’t

A missed roll call has many causes, from illness to campaigning, so attendance says how often, not why. A vote against the majority can be on procedure as well as substance, and many fall on roll calls where both parties split; the key votes below show the ones that decided something.

Key votes

25 roll calls the lab flagged as key in the OR 2025–26 session

Key votes
Party split (yea–nay)Why it’s key
Mar 6, 2026
HB 4075
Relating to hospital finance; and declaring an emergency.
Rules suspended. Third reading. Carried by Wright, Nosse. Passed.
NayAgainst majoritypassD 20–15 · R 21–0Democrats 20 yea, 15 nay; Republicans 21 yea, 0 naybecame law · party crossover
Mar 6, 2026
SB 5701
Relating to state financial administration; and declaring an emergency.
Rules suspended. Third reading. Carried by Nosse. Passed.
YeaWith majoritypassD 33–0 · R 15–4Democrats 33 yea, 0 nay; Republicans 15 yea, 4 naybecame law · party crossover
Mar 6, 2026
SB 1502
Relating to proposed legislative measures to be filed by the Secretary of State; and prescribing an effective date.
Rules suspended. Third reading. Carried by Elmer. Passed.
YeaWith majoritypassD 32–1 · R 18–0Democrats 32 yea, 1 nay; Republicans 18 yea, 0 naybecame law
Mar 6, 2026
HB 5204
Relating to state financial administration; and declaring an emergency.
Third reading. Carried by Sanchez. Passed.
YeaWith majoritypassD 35–0 · R 3–16Democrats 35 yea, 0 nay; Republicans 3 yea, 16 naybecame law · party crossover
Mar 6, 2026
SB 5702
Relating to state financial administration; and declaring an emergency.
Third reading. Carried by Nosse. Passed.
YeaWith majoritypassD 33–0 · R 16–2Democrats 33 yea, 0 nay; Republicans 16 yea, 2 naybecame law · party crossover
How key votes are chosen

Automatically: a final-passage or override vote where the measure became law, the margin was under 10%, at least 10% of either party voted against its majority, or the bill was among the 25 most mentioned in officials’ own statements. Up to 25 per window, most recent first; five are shown. Bars show yea on the left, nay on the right, per party.

Votes most often with

The colleagues who voted the same way as Marsh most often

  1. Lisa FragalaD968 shared votes99%
  2. Susan McLainD971 shared votes99%
  3. Andrea ValderramaD714 shared votes99%
  4. Julie FaheyD819 shared votes99%
  5. Rob NosseD952 shared votes99%

Votes least often with

The colleagues who voted the same way as Marsh least often

  1. Jami CateR682 shared votes55%
  2. Dwayne YunkerR735 shared votes61%
  3. Werner ReschkeR731 shared votes63%
  4. Virgle OsborneR757 shared votes64%
  5. Alek SkarlatosR821 shared votes64%
How to read the agreement lists

The share of roll calls both members voted on where they voted the same way, among colleagues sharing at least 50 such votes. High agreement with members of the other party is common on routine votes.

Full voting record

OR 2025–26 session, loads in batches

Back to topNext: Legislation

Legislation

Marsh sponsored 48 bills in the OR 2025–26 session; 22 became law. Cosponsored 70 others. 85% of sponsored bills got out of committee (Oregon House average 50%; 2nd of 59).

The bills Marsh sponsored and cosponsored in the OR 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 OR 2025–26 session

Sponsored48 billsSponsored, Introduced: 4848Sponsored, In committee: 4848Sponsored, Passed one chamber: 2525Sponsored, Passed both chambers: 2323Sponsored, Became law: 2222Cosponsored70 billsCosponsored, Introduced: 7070Cosponsored, In committee: 7070Cosponsored, Passed one chamber: 4444Cosponsored, Passed both chambers: 3838Cosponsored, Became law: 3131IntroducedIncommitteePassed onechamberPassed bothchambersBecamelaw
Show the data
Bills Marsh sponsored and cosponsored, by furthest stage reached
RoleIntroducedIn committeePassed one chamberPassed both chambersBecame law
Sponsored4848252322
Cosponsored7070443831
How to read the blocks

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

85%

of sponsored bills got out of committee

Oregon House average 50%. Ranks 2nd of 59.

Cosponsorship partners

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

  1. Mark Gamba47
  2. Tom Andersen44
  3. Deb Patterson34
  4. Khanh Pham29
  5. Willy Chotzen29
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 Marsh’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
HB 4132Relating to veterans; and prescribing an effective date.CosponsorFeb 2, 2026Became lawArmed Forces and National Security(model)Chapter 117, (2026 Laws): Effective date July 1, 2026. Apr 13, 2026
SB 1568Relating to perinatal services; and declaring an emergency.CosponsorFeb 2, 2026Became lawHealth(model)Effective date, March 31, 2026. Apr 6, 2026
HB 4138Relating to limitations on the actions of public employees; and declaring an emergency.CosponsorFeb 2, 2026Became lawCrime and Law Enforcement(model)Chapter 66, (2026 Laws): Effective date March 31, 2026. Apr 6, 2026
SB 1588Relating to inclusive utility investment programs.CosponsorFeb 2, 2026In committeeEnergy(model)In committee upon adjournment. Mar 7, 2026
SB 1589Relating to lobbying; prescribing an effective date.CosponsorFeb 2, 2026In committeeGovernment Operations and Politics(model)In committee upon adjournment. Mar 7, 2026

Back to topNext: Online

Online

A site that changed 1 time in 90 days. Marsh’s official site had 1 page when last crawled on Sep 1, 2026.

The lab crawls Marsh’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 Marsh 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 Marsh posted

No images from Marsh’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 Marsh is most unusual among Oregon House, 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
ec643441-bffe-4f43-80a4-ab834ae0f1bd
Open States
ocd-person/ec643441-bffe-4f43-80a4-ab834ae0f1bd

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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