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Republican · Oklahoma Senate, district 9

Serving since Nov 23, 2016OK 2025–26 session

Portrait of Avery Frix, rendered as a two-tone print
Official portrait
8.8%
of roll calls missed, attendance in the bottom quarter of the Oklahoma Senate

Attendance 91.1%; the average within the Oklahoma Senate is 93.7%. Ranks 37th of 47, where 1st has the highest attendance. 1,658 roll calls in the OK 2025–26 session.

Attendance is the share of the roll calls Frix could vote on where a yea, nay or present was recorded, ranked within the Oklahoma Senate. A missed vote has many causes, from illness to campaigning; the number says how often, not why.

At a glance

6 measures against the Oklahoma Senate. Frix sits at +0.52 on the CSIP scale, more conservative than 75% of State Senate Republicans. Frix reported $95.2K in the 2026 cycle, in the top half of State Senate Republicans (median $46.2K).

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

Party unity

98.0%

Oklahoma Senate average 90.2% · ranks 7th of 47 · 23 votes against the majority of Oklahoma Senate Republicans

Attendance

91.1%

Oklahoma Senate average 93.7% · ranks 37th of 47 · 1,658 roll calls

CSIP ideology

+0.52

More conservative than 75% of State Senate Republicans · ± 0.04

Itemized, 2026

$95.2K

State Senate Republicans’ median $46.2K · ranks 309th of 936

From Oklahoma, 2026

99%

Of itemized individual dollars · ranks 313th of 860 State Senate Republicans

Out of committee

64%

Oklahoma Senate average 56% · ranks 22nd of 47

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

Back to topNext: What politicians say

What Frix says

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

Back to topNext: Ideology

Ideology

Frix sits at +0.52 on the CSIP scale, right of 0, more conservative than 75% of State Senate Republicans. Approximate range +0.48 to +0.57, which understates the uncertainty; from 459 donors and 417 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”.

+0.52

CSIP ideal point

Approximate range +0.48 to +0.57. From 459 donors and 417 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.

← More liberalMore conservative →0Frix +0.5State Senate Republicans +0.4Oklahoma Senate +0.4All State Senate +0.1

The outlined dot is Frix, 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 Frix’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 Frix sits

Every official in each group, on the CSIP scale

−2.0−1.00.0+1.0+2.0← More liberalMore conservative →State Senate Republicansmedian +0.4Frix +0.5Oklahoma Senatemedian +0.4All State Senatemedian +0.1
Show the data
Frix's CSIP score of +0.52 placed against State Senate Republicans, Oklahoma Senate, All State Senate.
GroupOfficialsMedianShare left of Frix
State Senate Republicans1083+0.475%
Oklahoma Senate47+0.464%
All State Senate1909+0.185%
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 Frix 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 Frix.

Back to topNext: Money

Money

Frix reported $95.2K in the 2026 cycle, 2.1 times the State Senate Republicans’ median of $46.2K. State filings report no small-donation total. 99% of itemized individual money came from Oklahoma.

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
$95.2K

itemized in the 2026 cycle

From 30 itemized donors. State Senate Republicans’ median $46.2K.

Where the money came from

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

Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)Individuals (itemized): $25.1K (26.3%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)PACs and other committees: $70.1K (73.7%)
  • Individuals (itemized)26 squares$25.1K
  • PACs and other committees74 squares$70.1K
Show the data
Sources of Frix's money, 2026 cycle, one square per percent
SourceAmountShare
Individuals (itemized)$25.1K26.3%
PACs and other committees$70.1K73.7%
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 Senate Republicans’ median for 2026.

2020 cycle: $60.3K$60.3K20202022 cycle: $33.1K$33.1K20222024 cycle: $62.5K$62.5K20242026 cycle: $95.2K$95.2K2026State Senate Republicans median $46.2K
Show the data
Frix's receipts by cycle against the 2026 State Senate Republicans median.
ItemValue
2020 cycle$60.3K
2022 cycle$33.1K
2024 cycle$62.5K
2026 cycle$95.2K

Top donor states, 2026

Itemized contributions by donor state. 99% came from Oklahoma.

  1. Oklahoma$24.8K
  2. Texas$250

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: no dataORNevada: 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: $24.8KOKLouisiana: no dataLAMississippi: no dataMSAlabama: no dataALGeorgia: no dataGAHawaii: no dataHITexas: $250TXFlorida: no dataFL
Show the data
Frix's itemized individual contributions by donor state, 2026 cycle
StateValue
Oklahoma$24.8K
Texas$250
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
OregonNo 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
LouisianaNo data
MississippiNo data
AlabamaNo data
GeorgiaNo data
HawaiiNo data
FloridaNo data
30

itemized donors

People who gave more than $200

99%

from Oklahoma

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

Top donor occupations

Itemized, 2026 cycle.

  1. OWNER$6,800 4 donors
  2. LOBBYIST$3,850 8 donors

Top committees

PAC and committee contributions, 2026 cycle.

  1. FRATERNAL ORDER OF POLICE LODGE 123 INC FEDERAL PAC$5,000
  2. LOCAL 344 VOLUNTARY PAC FUND$5,000
  3. OKC FIREFIGHTERS ASSOCIATION PAC FUND$4,000
  4. OKLAHOMA ASSOCIATION OF GENERAL CONTRACTORS PAC$3,500
  5. KANNADY, CHRIS - FRIENDS OF CHRIS KANNADY 2024$3,300

Top employers

Itemized, 2026 cycle.

No employers reported.

Aggregates only. Individual donors are never named.

Back to topNext: Votes

Votes

Frix voted with the majority of Oklahoma Senate Republicans on 98.0% of party-line votes and missed 8.8% of 1,658 roll calls. Oklahoma Senate on average: 90.2% party unity, 93.7% attendance. Across all roll calls, Frix voted against the majority of Oklahoma Senate Republicans 23 times.

1,658 roll calls Frix could vote on in the OK 2025–26 session, compared with Oklahoma Senate. 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 Frix voted with the majority of Oklahoma Senate Republicans. The count of votes against that majority covers every roll call where the majority took a side.

23

votes against the majority of Oklahoma Senate Republicans

Party unity 98.0%, Oklahoma Senate average 90.2%, ranks 7th of 47. 1,658 roll calls in the OK 2025–26 session.

Attendance and party unity

The thick bar is Frix, the thin grey bar the Oklahoma Senate average. The scale runs from 80% to 100% to show the gap.

80%100%
Frix
Peers
Rank
Attendance
91.1%
93.7%
37th of 47
Party unity
98.0%
90.2%
7th of 47
Show the data
Frix's attendance and party unity against Oklahoma Senate.
RowFrixPeers
Attendance91.1%93.7%
Party unity98.0%90.2%
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 OK 2025–26 session

Key votes
Party split (yea–nay)Why it’s key
May 14, 2026
SB 1360
Mathematics instruction; Oklahoma Math Achievement and Proficiency Act; teacher training; creating the Office of Mathematics Improvement; Director; screening instrument; funding. Effective date. Emergency.
Fourth Reading
YeaWith majoritypassD 9–0 · R 35–0Democrats 9 yea, 0 nay; Republicans 35 yea, 0 naybecame law
May 14, 2026
SJR 52
Joint resolution; approving certain proposed permanent rules of the Oklahoma Health Care Authority.
Fourth Reading
YeaWith majoritypassD 8–0 · R 28–8Democrats 8 yea, 0 nay; Republicans 28 yea, 8 naybecame law · party crossover
May 14, 2026
HB 3004
Professions and occupations; Board of Examiners in Optometry; sunset; effective date; emergency.
Veto Override With Emergency
YeaWith majoritypassD 9–0 · R 38–0Democrats 9 yea, 0 nay; Republicans 38 yea, 0 naybecame law
May 14, 2026
HJR 1092
Joint Resolution; Oklahoma Uniform Building Code Commission; approving certain proposed permanent rule changes; directing distribution.
Third Reading
YeaWith majoritypassD 8–1 · R 29–9Democrats 8 yea, 1 nay; Republicans 29 yea, 9 naybecame law · party crossover
May 14, 2026
SB 2071
Agriculture; Oklahoma Milk and Milk Products Act; clarifying jurisdictional authority of dairy inspection and grading programs. Effective date.
House Amendments
NayWith majorityfailD 1–7 · R 16–20Democrats 1 yea, 7 nay; Republicans 16 yea, 20 nayparty 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 Frix most often

  1. Aaron ReinhardtR1,470 shared votes98%
  2. John HasteR1,400 shared votes98%
  3. Rob HallR1,375 shared votes98%
  4. Lonnie PaxtonR1,320 shared votes98%
  5. Kristen ThompsonR1,437 shared votes98%

Votes least often with

The colleagues who voted the same way as Frix least often

  1. Shane JettR1,446 shared votes67%
  2. Dusty DeeversR1,468 shared votes68%
  3. Regina GoodwinD1,436 shared votes71%
  4. Nikki NiceD1,486 shared votes71%
  5. Mary BorenD1,346 shared votes74%
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

OK 2025–26 session, loads in batches

Back to topNext: Legislation

Legislation

Frix sponsored 221 bills in the OK 2025–26 session; 33 became law. Cosponsored 0 others. 64% of sponsored bills got out of committee (Oklahoma Senate average 56%; 22nd of 47).

The bills Frix sponsored and cosponsored in the OK 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 OK 2025–26 session

Sponsored221 billsSponsored, Introduced: 221221Sponsored, In committee: 221221Sponsored, Passed one chamber: 107107Sponsored, Passed both chambers: 5252Sponsored, Became law: 3333Cosponsored0 billsCosponsored, Introduced: 00Cosponsored, In committee: 00Cosponsored, Passed one chamber: 00Cosponsored, Passed both chambers: 00Cosponsored, Became law: 00IntroducedIncommitteePassed onechamberPassed bothchambersBecamelaw
Show the data
Bills Frix sponsored and cosponsored, by furthest stage reached
RoleIntroducedIn committeePassed one chamberPassed both chambersBecame law
Sponsored2212211075233
Cosponsored00000
How to read the blocks

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

64%

of sponsored bills got out of committee

Oklahoma Senate average 56%. Ranks 22nd of 47.

Cosponsorship partners

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

  1. Scott Fetgatter11
  2. Dell Kerbs9
  3. Ronny Johns9
  4. Neil Hays8
  5. Daniel Pae7
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 Frix’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
SB 1858Development incentives; authorizing certain entities to enter into taxpayer agreement; securing bonds with agreement and lien. Effective date.SponsorFeb 2, 2026In committeeEconomics and Public Finance(model)Placed on General Order Feb 18, 2026
SB 2077Credit cards; increasing surcharge limit. Effective date.SponsorFeb 2, 2026In committeeFinance and Financial Sector(model)Second Reading referred to Business and Insurance Feb 3, 2026
SB 1365Central Purchasing Act; exempting certain purchases made by the Oklahoma Tourism and Recreation Department.SponsorFeb 2, 2026Became lawGovernment Operations and Politics(model)Approved by Governor 05/06/2026 May 6, 2026
HJR 1054Oklahoma Constitution; ad valorem taxation; business inventory; ballot title; filing.SponsorFeb 2, 2026In committeeTaxation(model)Title stricken Mar 5, 2026
HB 3891Counties and county officers; basic salaries of county officers; base salaries of county commissioners; effective date.SponsorFeb 2, 2026In committeeGovernment Operations and Politics(model)Title stricken Mar 9, 2026

Back to topNext: Online

Online

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

The lab crawls Frix’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 Frix 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 Frix posted

No images from Frix’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

178 turns, Feb 10, 2020 to May 14, 2026

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 Frix is most unusual among Oklahoma Senate, 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
f2bc8c9d-050a-4531-84eb-1f233ad7042a
Open States
ocd-person/f2bc8c9d-050a-4531-84eb-1f233ad7042a

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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