Bipartisanship
The text of this post is on X; follow the source link to read it.
Mar 7, 2026 · Posts on X (state legislators) · policy criticism; policy discussion; bipartisanship; Education · Source
100%
of itemized money from Arkansas donors, in the top quarter of State House Republicans
100% of the itemized money from individuals in the 2026 cycle came from donors with an address in Arkansas. Ranks 392nd of 2,335, where 1st is the highest share. 1 itemized donors.
Only donors who give more than $200 are reported with an address, so this is the share of that itemized money from donors living in Arkansas, ranked among State House Republicans. Small gifts are not counted either way. Candidates running statewide or for federal office often draw more money from out of state.
At a glance
6 measures against State House Republicans. 21% of McKenzie’s statements claim credit, 1.7 times the State House Republican average of 13%. McKenzie sits at +0.22 on the CSIP scale, more liberal than 72% of State House Republicans.
The measures on which McKenzie 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.
From Arkansas, 2026
100%
Of itemized individual dollars · ranks 392nd of 2,335 State House Republicans
Credit claiming
21%
State House Republicans average 13% · ranks 156th of 791
Bipartisanship
3.0%
State House Republicans average 1.8% · ranks 175th of 791
CSIP ideology
+0.22
More liberal than 72% of State House Republicans · ± 0.06
Personal attacks
3.0%
State House Republicans average 2.9% · ranks 236th of 791
Itemized, 2026
$13.6K
State House Republicans’ median $33.7K · ranks 1782nd of 2,521
Peer group: State House Republicans. Rank 1 is the highest value in the group; the thick bar is McKenzie, the thin grey bar the peer average. The headline is the measure on which McKenzie is most unusual among peers (Methods, §08).
What McKenzie says
McKenzie claims credit more than 80% of State House Republicans. Credit claiming in 21% of 203 statements, against 13% for the average State House Republican; 156th of 791.
An AI model reads each of McKenzie’s 203 statements in the AR 2025–26 session (203 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 AR 2025–26 session
0%80%
McKenzie
Peers
Rank
Policy discussion76 statements
37%
32%
304th of 791
Credit claiming43 statements
21%
13%
156th of 791
Policy criticism12 statements
6%
9%
415th of 791
Personal attacks6 statements
3%
3%
236th of 791
Bipartisanship6 statements
3%
2%
175th of 791
Show the data
| Row | McKenzie | Peers |
|---|---|---|
| Policy discussion | 37% | 32% |
| Credit claiming | 21% | 13% |
| Policy criticism | 6% | 9% |
| Personal attacks | 3% | 3% |
| Bipartisanship | 3% | 2% |
203
statements classified
203 posts on X.
Show the data
| Part | Value |
|---|---|
| posts on X | 203 |
How to read the bars
The thick bar is McKenzie; the thin grey bar is the average State House Republicans. A longer thick bar means McKenzie does this more than peers. Rank 1 is the highest rate in the group.
Extreme labels
McKenzie used extreme labels in 0.5% of statements, 34% of the peer average. 1 statement, most often aimed at DC labor unions; peers 1.4%.
- “far left”1
Who gets the labels
Targets named alongside an extreme label, by number of statements
- DC labor unions1
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 AR 2025–26 session
Show the data
| Column | Statements | Personal attacks | Policy criticism | Policy discussion | Bipartisanship | Credit claiming | Extreme labels |
|---|---|---|---|---|---|---|---|
| Jan ’25 | 11 | 0.0% | 9.1% | 54.5% | 0.0% | 54.5% | 0.0% |
| Feb ’25 | 16 | 18.8% | 18.8% | 56.3% | 6.3% | 25.0% | 0.0% |
| Mar ’25 | 14 | 0.0% | 0.0% | 35.7% | 14.3% | 35.7% | 0.0% |
| Apr ’25 | 18 | 0.0% | 11.1% | 50.0% | 0.0% | 33.3% | 0.0% |
| May ’25 | 12 | 0.0% | 8.3% | 16.7% | 0.0% | 33.3% | 0.0% |
| Jun ’25 | 10 | 0.0% | 0.0% | 60.0% | 0.0% | 60.0% | 0.0% |
| Jul ’25 | 7 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Aug ’25 | 11 | 0.0% | 0.0% | 18.2% | 9.1% | 18.2% | 0.0% |
| Sep ’25 | 13 | 15.4% | 0.0% | 15.4% | 0.0% | 0.0% | 0.0% |
| Oct ’25 | 4 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Nov ’25 | 7 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Dec ’25 | 7 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Jan ’26 | 6 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Feb ’26 | 5 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Mar ’26 | 6 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Apr ’26 | 14 | 0.0% | 0.0% | 50.0% | 0.0% | 0.0% | 0.0% |
| May ’26 | 15 | 0.0% | 0.0% | 26.7% | 0.0% | 6.7% | 6.7% |
| Jun ’26 | 7 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Jul ’26 | 1 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Aug ’26 | 6 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Sep ’26 | 9 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
| Oct ’26 | 4 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
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 AR 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%. 12 months are hatched here.
In McKenzie’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.
Sep 24, 2026 · Posts on X (state legislators) · policy discussion; credit claiming; Education · Source
Extreme label
The text of this post is on X; follow the source link to read it.
May 4, 2026 · Posts on X (state legislators) · policy discussion; Education; Government Operations and Politics; Labor and Employment; extreme label “far left” aimed at DC labor unions · Source
Examples by category
Up to five recent statements in each category
Overtly questions a named person’s character, integrity or loyalty, or calls them names. Criticising a record or a policy does not count.
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: dem comms staffersSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: WPSSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: enthusmiasmaSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · policy criticism · policy discussion · Education · target: JamesSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: UCA professorSource
All 203 statements
Newest first, the AR 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: 203 posts on X.
Policy
Education is what McKenzie talks about most: 36% of policy statements, 2.4 times the peer share. Talk and legislation agree at 0.57 on a 0–1 scale (State House Republicans average 0.53; 180th of 504).
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 McKenzie talks about. The bills McKenzie sponsors and cosponsors carry the same areas, so the two can be compared.
What McKenzie talks about
Share of policy statements by area, the AR 2025–26 session
0%39%
McKenzie
Peers
Education27 statements
36%
15%
Government Operations and Politics24 statements
32%
18%
Economics and Public Finance8 statements
11%
12%
Taxation8 statements
11%
8%
Commerce5 statements
7%
4%
Show the data
| Row | McKenzie | Peers |
|---|---|---|
| Education | 36% | 15% |
| Government Operations and Politics | 32% | 18% |
| Economics and Public Finance | 11% | 12% |
| Taxation | 11% | 8% |
| Commerce | 7% | 4% |
How to read the bars
The thick bar is the share of McKenzie’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 39%. Grey ticks are the State House Republicans averages.
Show the data
| Area | Talks about | State House Republicans, talks about | Legislates on | State House Republicans, legislates on |
|---|---|---|---|---|
| Education | 36% | 15% | 26% | 9% |
| Government Operations and Politics | 32% | 18% | 19% | 12% |
| Economics and Public Finance | 11% | 12% | 1% | 2% |
| Taxation | 11% | 8% | 6% | 11% |
| Commerce | 7% | 4% | 12% | 3% |
0.57
talk-to-bills agreement, 0 to 1
State House Republicans average 0.53. Ranks 180th of 504.
What agreement means, and what it doesn’t
Agreement is 1 minus the distance between the two distributions (Jensen–Shannon): 1 means McKenzie legislates on exactly the areas McKenzie 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 McKenzie sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.
Ideology
McKenzie sits at +0.22 on the CSIP scale, right of 0, more liberal than 72% of State House Republicans. Approximate range +0.16 to +0.28, which understates the uncertainty; from 82 donors and 289 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”.
+0.22
CSIP ideal point
Approximate range +0.16 to +0.28. From 82 donors and 289 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.
The outlined dot is McKenzie, 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 McKenzie’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 McKenzie sits
Every official in each group, on the CSIP scale
State House Republicans2,917 · median +0.4
Arkansas House97 · median +0.1
All State House5,324 · median +0.1
Show the data
| Group | Officials | Median | Share left of McKenzie |
|---|---|---|---|
| State House Republicans | 2917 | +0.4 | 28% |
| Arkansas House | 97 | +0.1 | 78% |
| All State House | 5324 | +0.1 | 60% |
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 McKenzie 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 McKenzie.
Money
McKenzie reported $13.6K in the 2026 cycle, below the State House Republicans’ median of $33.7K. State filings report no small-donation total. 100% of itemized individual money came from Arkansas.
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.
$13.6K
itemized in the 2026 cycle
From 1 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)26 squares$3,500
- PACs and other committees74 squares$10.1K
Show the data
| Source | Amount | Share |
|---|---|---|
| Individuals (itemized) | $3,500 | 25.8% |
| PACs and other committees | $10.1K | 74.2% |
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, 2022 to 2026. The grey line is the State House Republicans’ median for 2026.
Show the data
| Item | Value |
|---|---|
| 2022 cycle | $22.8K |
| 2024 cycle | $143.6K |
| 2026 cycle | $13.6K |
Top donor states, 2026
Itemized contributions by donor state. 100% came from Arkansas.
- Arkansas$3,500
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
Show the data
| State | Value |
|---|---|
| Arkansas | $3,500 |
| Alaska | No data |
| Maine | No data |
| Vermont | No data |
| New Hampshire | No data |
| Washington | No data |
| Idaho | No data |
| Montana | No data |
| North Dakota | No data |
| Minnesota | No data |
| Illinois | No data |
| Wisconsin | No data |
| Michigan | No data |
| New York | No data |
| Rhode Island | No data |
| Massachusetts | No data |
| Oregon | No data |
| Nevada | No data |
| Wyoming | No data |
| South Dakota | No data |
| Iowa | No data |
| Indiana | No data |
| Ohio | No data |
| Pennsylvania | No data |
| New Jersey | No data |
| Connecticut | No data |
| California | No data |
| Utah | No data |
| Colorado | No data |
| Nebraska | No data |
| Missouri | No data |
| Kentucky | No data |
| West Virginia | No data |
| Virginia | No data |
| Maryland | No data |
| Delaware | No data |
| Arizona | No data |
| New Mexico | No data |
| Kansas | No data |
| Tennessee | No data |
| North Carolina | No data |
| South Carolina | No data |
| District of Columbia | No data |
| Oklahoma | No data |
| Louisiana | No data |
| Mississippi | No data |
| Alabama | No data |
| Georgia | No data |
| Hawaii | No data |
| Texas | No data |
| Florida | No data |
1
itemized donors
People who gave more than $200
100%
from Arkansas
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 Arkansas. Gifts of $200 or less carry no address and are left out.
Top donor occupations
Itemized, 2026 cycle.
No occupations reported.
Top committees
PAC and committee contributions, 2026 cycle.
- CAPITOL CONSULTING FIRM PAC$3,500
- BUILD STRENGTHEN & EMPOWER PAC$1,000
- CAG ARKANSAS HOUSE VICTORY PAC$1,000
- WHOLESALE BEER DISTRIBUTORS OF AR$1,000
- ARKANSAS TRUCKING ASSOCIATION POLITICAL ACTION COMMITTEE$500
Top employers
Itemized, 2026 cycle.
No employers reported.
Aggregates only. Individual donors are never named.
Votes
No roll-call votes for the AR 2025–26 session.No roll-call votes are recorded for this official in this time window.
Legislation
McKenzie sponsored 19 bills in the AR 2025–26 session; 8 became law. Cosponsored 34 others. 53% of sponsored bills got out of committee (Arkansas House average 56%; 51st of 81).
The bills McKenzie sponsored and cosponsored in the AR 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 AR 2025–26 session
Show the data
| Role | Introduced | In committee | Passed one chamber | Passed both chambers | Became law |
|---|---|---|---|---|---|
| Sponsored | 19 | 19 | 10 | 8 | 8 |
| Cosponsored | 34 | 34 | 21 | 20 | 18 |
How to read the blocks
Ink blocks are bills McKenzie sponsored, ochre blocks bills McKenzie cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.
53%
of sponsored bills got out of committee
Arkansas House average 56%. Ranks 51st of 81.
Cosponsorship partners
Colleagues who most often cosponsor with McKenzie, by number of shared bills in the AR 2025–26 session; the square shows their party.
- Austin McCollum8
- Kendon Underwood8
- Josh Bryant8
- Scott Richardson7
- Rebecca Burkes7
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 McKenzie’s bills; the toggle shows more.
Bill list
Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest
| HB 1001 | TO REDUCE THE INCOME TAX RATES FOR INDIVIDUALS, TRUSTS, ESTATES, AND CORPORATIONS. | Cosponsor | May 1, 2026 | Became law | Taxation(model) | Notification that HB1001 is now Act 1 May 6, 2026 |
| HB 1103 | TO INCREASE THE HOMESTEAD PROPERTY TAX CREDIT. | Cosponsor | Apr 21, 2026 | Passed both chambers | Taxation(model) | Correctly enrolled and ordered transmitted to the Governor's Office. Apr 28, 2026 |
| HR 1027 | TO RECOGNIZE THE ROGERS HERITAGE HIGH SCHOOL WAR EAGLES AS THE 2025 6A BOYS SOCCER STATE CHAMPIONS. | Cosponsor | Apr 14, 2026 | In committee | Unassigned | READ AND ADOPTED. Apr 23, 2026 |
| HR 1032 | TO RECOGNIZE THE ROGERS HIGH SCHOOL MOUNTIES BOYS GOLF TEAM AS THE 2025 CLASS 6A STATE CHAMPIONS. | Cosponsor | Apr 14, 2026 | In committee | Unassigned | READ AND ADOPTED. Apr 29, 2026 |
| HR 1030 | TO RECOGNIZE THE ROGERS HIGH SCHOOL MOUNTIES BOYS' TENNIS TEAM FOR WINNING THE 2024 CLASS 6A STATE TENNIS TOURNAMENT. | Cosponsor | Apr 14, 2026 | In committee | Unassigned | READ AND ADOPTED. Apr 29, 2026 |
Online
A site that changed 3 times in 90 days. McKenzie’s official site had 1 page when last crawled on Oct 1, 2026.
The lab crawls McKenzie’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 McKenzie posts with a vision model.
Websites
- 1
pages crawled
3changes in 90 days
- 15
pages crawled
7changes in 90 days
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.
Social accounts
Images McKenzie posted
No images from McKenzie’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
45 turns, Feb 9, 2023 to May 29, 2026
Floor speeches
Transcribed from chamber video or captions by the lab. They are not classified for kinds of statement.
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 McKenzie 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
- 0fc23ae8-f37f-4684-b8f5-083c8e36e19d
- Open States
- ocd-person/0fc23ae8-f37f-4684-b8f5-083c8e36e19d
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