Policy discussion
The text of this post is on X; follow the source link to read it.
Mar 10, 2026 · Posts on X (state legislators) · policy discussion; credit claiming; Government Operations and Politics · Source
95%
of State House Republicans score to the left of Krupa on the CSIP scale
CSIP score +0.76 (approximate range +0.71 to +0.80, which understates the uncertainty); negative is left of the scale’s centre, positive right. From 203 donors and 600 roll calls.
CSIP places every official on one left–right scale estimated from roll-call votes, campaign donations and the text of statements; 0 is the centre of the scale, not a definition of moderate. The share says where Krupa sits among State House Republicans, not how far from the centre.
At a glance
6 measures against State House Republicans. 8.3% of the 12 bills Krupa sponsored got out of committee, in the bottom tenth of the Pennsylvania House. 100% of Krupa’s itemized money in the 2026 cycle came from Pennsylvania, in the top quarter of State House Republicans.
The measures on which Krupa 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.
CSIP ideology
+0.76
More conservative than 95% of State House Republicans · ± 0.04
Out of committee
8.3%
Pennsylvania House average 40% · ranks 155th of 171
From Pennsylvania, 2026
100%
Of itemized individual dollars · ranks 392nd of 2,335 State House Republicans
Party unity
95.3%
Pennsylvania House average 95.1% · ranks 139th of 203 · 178 votes against the majority of Pennsylvania House Republicans
Itemized, 2026
$19.8K
State House Republicans’ median $33.7K · ranks 1602nd of 2,521
Attendance
100%
Pennsylvania House average 99.9% · ranks 96th of 203 · 1,497 roll calls
Peer group: State House Republicans. Rank 1 is the highest value in the group; the thick bar is Krupa, the thin grey bar the peer average. The headline is the measure on which Krupa is most unusual among peers (Methods, §08).
What Krupa says
Krupa stresses bipartisanship more than 98% of State House Republicans. Bipartisanship in 11% of 9 statements, against 1.8% for the average State House Republican; 9th of 792.
An AI model reads each of Krupa’s 9 statements in the PA 2025–26 session (9 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 PA 2025–26 session
0%80%
Krupa
Peers
Rank
Policy discussion6 statements
67%
32%
28th of 792
Policy criticism3 statements
33%
9%
29th of 792
Personal attacks1 statements
11%
3%
44th of 792
Bipartisanship1 statements
11%
2%
9th of 792
Credit claiming1 statements
11%
13%
374th of 792
Show the data
| Row | Krupa | Peers |
|---|---|---|
| Policy discussion | 67% | 32% |
| Policy criticism | 33% | 9% |
| Personal attacks | 11% | 3% |
| Bipartisanship | 11% | 2% |
| Credit claiming | 11% | 13% |
9
statements classified
9 posts on X.
Show the data
| Part | Value |
|---|---|
| posts on X | 9 |
How to read the bars
The thick bar is Krupa; the thin grey bar is the average State House Republicans. A longer thick bar means Krupa does this more than peers. Rank 1 is the highest rate in the group.
Extreme labels
Krupa used no extreme labels in 9 statements. The peer average is 1.4%.
No extreme labels in this window.
Who gets the labels
Targets named alongside an extreme label, by number of statements
No targets recorded.
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 PA 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 PA 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; 13 of them have no statements.
In Krupa’s words
Real statements from the classifier’s example set, with the labels it assigned
Policy criticism
The text of this post is on X; follow the source link to read it.
Feb 3, 2026 · Posts on X (state legislators) · policy criticism; policy discussion; Energy · Source
Bipartisanship
The text of this post is on X; follow the source link to read it.
Apr 17, 2025 · Posts on X (state legislators) · personal attacks; policy discussion; bipartisanship; Government Operations and Politics; target: me · 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 · policy discussion · bipartisanship · Government Operations and Politics · target: meSource
All 9 statements
Newest first, the PA 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: 9 posts on X.
Policy
Civil Rights and Liberties, Minority Issues is what Krupa talks about most: 33% of policy statements, 5.4 times the peer share. Peers give it 6.2%. 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 Krupa talks about. The bills Krupa sponsors and cosponsors carry the same areas, so the two can be compared.
What Krupa talks about
Share of policy statements by area, the PA 2025–26 session
0%37%
Krupa
Peers
Civil Rights and Liberties, Minority Issues2 statements
33%
6%
Government Operations and Politics2 statements
33%
18%
Energy1 statements
17%
4%
Families1 statements
17%
4%
Health1 statements
17%
10%
Show the data
| Row | Krupa | Peers |
|---|---|---|
| Civil Rights and Liberties, Minority Issues | 33% | 6% |
| Government Operations and Politics | 33% | 18% |
| Energy | 17% | 4% |
| Families | 17% | 4% |
| Health | 17% | 10% |
How to read the bars
The thick bar is the share of Krupa’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 37%. 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 |
|---|---|---|---|---|
| Civil Rights and Liberties, Minority Issues | 33% | 6% | 3% | 4% |
| Government Operations and Politics | 33% | 18% | 18% | 12% |
| Energy | 17% | 4% | 3% | 3% |
| Families | 17% | 4% | 1% | 2% |
| Health | 17% | 10% | 10% | 10% |
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 Krupa legislates on exactly the areas Krupa 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 Krupa sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.
Ideology
Krupa sits at +0.76 on the CSIP scale, right of 0, more conservative than 95% of State House Republicans. Approximate range +0.71 to +0.80, which understates the uncertainty; from 203 donors and 600 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”.
+0.76
CSIP ideal point
Approximate range +0.71 to +0.80. From 203 donors and 600 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.
The outlined dot is Krupa, 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 Krupa’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 Krupa sits
Every official in each group, on the CSIP scale
State House Republicans2,917 · median +0.4
Pennsylvania House203 · median −0.3
All State House5,324 · median +0.1
Show the data
| Group | Officials | Median | Share left of Krupa |
|---|---|---|---|
| State House Republicans | 2917 | +0.4 | 95% |
| Pennsylvania House | 203 | −0.3 | 94% |
| All State House | 5324 | +0.1 | 97% |
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 Krupa 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 Krupa.
Money
Krupa reported $19.8K 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 Pennsylvania.
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.
$19.8K
itemized in the 2026 cycle
From 32 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)68 squares$13.5K
- PACs and other committees32 squares$6,300
Show the data
| Source | Amount | Share |
|---|---|---|
| Individuals (itemized) | $13.5K | 68.2% |
| PACs and other committees | $6,300 | 31.8% |
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 | $76.1K |
| 2024 cycle | $55.6K |
| 2026 cycle | $19.8K |
Top donor states, 2026
Itemized contributions by donor state. 100% came from Pennsylvania.
- Pennsylvania$13.5K
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 |
|---|---|
| Pennsylvania | $13.5K |
| 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 |
| 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 |
| Arkansas | 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 |
32
itemized donors
People who gave more than $200
100%
from Pennsylvania
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 Pennsylvania. 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.
- OOPERATORS FOR SKILL PAC$1,000
- VISTRA EMPLOYEE PAC$1,000
- DEEM GUYS$950
- HIGHMARK PAC$750
- CVS HEATH PAC$500
Top employers
Itemized, 2026 cycle.
No employers reported.
Aggregates only. Individual donors are never named.
Votes
Krupa voted with the majority of Pennsylvania House Republicans on 95.3% of party-line votes and missed none of 1,497 roll calls. Pennsylvania House on average: 95.1% party unity, 99.9% attendance. Across all roll calls, Krupa voted against the majority of Pennsylvania House Republicans 178 times.
1,497 roll calls Krupa could vote on in the PA 2025–26 session, compared with Pennsylvania 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 Krupa voted with the majority of Pennsylvania House Republicans. The count of votes against that majority covers every roll call where the majority took a side.
178
votes against the majority of Pennsylvania House Republicans
Party unity 95.3%, Pennsylvania House average 95.1%, ranks 139th of 203. 1,497 roll calls in the PA 2025–26 session.
Attendance and party unity
The thick bar is Krupa, the thin grey bar the Pennsylvania House average. The scale runs from 80% to 100% to show the gap.
80%100%
Krupa
Peers
Rank
Attendance
100%
99.9%
96th of 203
Party unity
95.3%
95.1%
139th of 203
Show the data
| Row | Krupa | Peers |
|---|---|---|
| Attendance | 100% | 99.9% |
| Party unity | 95.3% | 95.1% |
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 PA 2025–26 session
| Party split (yea–nay) | Why it’s key | |||||
|---|---|---|---|---|---|---|
| Oct 21, 2026 | SB 1431 An Act amending Title 34 (Game) of the Pennsylvania Consolidated Statutes, in Pennsylvania Game Commission, further providing for Game Commission officers and employees; and, in enforcement, further providing for powers and duties of enforcement officers. FINAL PASSAGE | Yea | With majority | pass | D 103–0 · R 100–0Democrats 103 yea, 0 nay; Republicans 100 yea, 0 nay | became law |
| Oct 21, 2026 | SB 922 An Act amending the act of January 28, 1988 (P.L.24, No.11), known as the Private Academic Schools Act, further providing for application for license, for issuance and renewal of license and for promulgation of rules and regulations. FINAL PASSAGE | Yea | With majority | pass | D 101–2 · R 100–0Democrats 101 yea, 2 nay; Republicans 100 yea, 0 nay | became law |
| Oct 21, 2026 | SB 1328 An Act requiring automated external defibrillators at utility or electrical worksites; imposing duties on the Department of Labor and Industry; and imposing penalties. FINAL PASSAGE | Yea | With majority | pass | D 103–0 · R 94–6Democrats 103 yea, 0 nay; Republicans 94 yea, 6 nay | became law |
| Oct 21, 2026 | SB 764 An Act amending Title 53 (Municipalities Generally) of the Pennsylvania Consolidated Statutes, in alteration of territory or corporate entity and dissolution, further providing for conduct of referenda and for court review of transitional plan. FINAL PASSAGE | Yea | With majority | pass | D 103–0 · R 100–0Democrats 103 yea, 0 nay; Republicans 100 yea, 0 nay | became law |
| Oct 21, 2026 | HB 2593 An Act amending the act of April 9, 1929 (P.L.177, No.175), known as The Administrative Code of 1929, in general provisions relating to powers and duties of the Department of Health and its departmental administrative and advisory boards, providing for prostate health public education campaign; and FINAL PASSAGE | Nay | Against majority | pass | D 103–0 · R 88–12Democrats 103 yea, 0 nay; Republicans 88 yea, 12 nay | 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 Krupa most often
- Barb GleimR1,480 shared votes93%
- David MaloneyR1,497 shared votes92%
- Joe HammR1,497 shared votes92%
- Ryan WarnerR1,497 shared votes92%
- Aaron BernstineR1,497 shared votes92%
Votes least often with
The colleagues who voted the same way as Krupa least often
- Dan MillerD725 shared votes52%
- Josh SiegelD725 shared votes52%
- Danilo BurgosD1,497 shared votes56%
- Joe HohensteinD1,497 shared votes56%
- Dan GoughnourD1,440 shared votes56%
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
PA 2025–26 session, loads in batches
Legislation
Krupa sponsored 12 bills in the PA 2025–26 session; none became law. Cosponsored 204 others. 8.3% of sponsored bills got out of committee (Pennsylvania House average 40%; 155th of 171).
The bills Krupa sponsored and cosponsored in the PA 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 PA 2025–26 session
Show the data
| Role | Introduced | In committee | Passed one chamber | Passed both chambers | Became law |
|---|---|---|---|---|---|
| Sponsored | 12 | 12 | 0 | 0 | 0 |
| Cosponsored | 204 | 199 | 26 | 3 | 3 |
How to read the blocks
Ink blocks are bills Krupa sponsored, ochre blocks bills Krupa cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.
8.3%
of sponsored bills got out of committee
Pennsylvania House average 40%. Ranks 155th of 171.
Cosponsorship partners
Colleagues who most often cosponsor with Krupa, by number of shared bills in the PA 2025–26 session; the square shows their party.
- Rob Kauffman85
- Joe Hamm84
- Dave Zimmerman82
- Mark Gillen61
- Lee James53
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 Krupa’s bills; the toggle shows more.
Bill list
Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest
| HR 663 | A Resolution designating the month of November 2026 as "Veterans and Military Families Month" in Pennsylvania. | Cosponsor | Oct 19, 2026 | In committee | Unassigned | Reported as committed Oct 20, 2026 |
| HR 250 | A Resolution recognizing November 11, 2026, as "Veterans Day" in Pennsylvania. | Cosponsor | Oct 15, 2026 | In committee | Unassigned | Reported as committed Oct 20, 2026 |
| HB 2855 | An Act amending Title 18 (Crimes and Offenses) of the Pennsylvania Consolidated Statutes, in inchoate crimes, further providing for prohibited offensive weapons and for use or possession of electric or electronic incapacitation device. | Cosponsor | Oct 14, 2026 | In committee | Crime and Law Enforcement(model) | Referred to Judiciary Oct 14, 2026 |
| HB 2841 | An Act amending Title 75 (Vehicles) of the Pennsylvania Consolidated Statutes, in liquid fuels and fuels tax, further providing for definitions; and providing for consumer fuel price relief. | Cosponsor | Oct 7, 2026 | In committee | Taxation(model) | Referred to Transportation Oct 7, 2026 |
| HB 744 | An Act amending Title 65 (Public Officers) of the Pennsylvania Consolidated Statutes, in ethics standards and financial disclosure, further providing for definitions and for restricted activities, providing for gift ban and for gift ban exceptions and further providing for statement of financial int | Cosponsor | Sep 29, 2026 | In committee | Government Operations and Politics(model) | Laid on the table Sep 29, 2026 |
Online
A site that changed 43 times in 90 days. Krupa’s official site had 41 pages when last crawled on Oct 1, 2026.
The lab crawls Krupa’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 Krupa posts with a vision model.
Websites
- 41
pages crawled
43changes in 90 days
- 6
pages crawled
1changes 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
- XRepGrimmKrupa
- FacebookRepGrimmKrupa
- Instagramwww.instagram.com/charityforpa
- Instagramwww.instagram.com/charitygrimm/
- LinkedInwww.linkedin.com/in/charity-krupa-b133b2152/
Images Krupa posted
No images from Krupa’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
91 turns, Jun 29, 2023 to Apr 28, 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 Krupa 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
- d5bd036c-03f5-4111-b770-15cb2dbe3278
- Open States
- ocd-person/d5bd036c-03f5-4111-b770-15cb2dbe3278
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