Credit claiming
The text of this post is on X; follow the source link to read it.
Oct 26, 2026 · Posts on X (state legislators) · policy discussion; credit claiming; Civil Rights and Liberties, Minority Issues; Education · Source
4.2×
the State House Republican rate of credit claiming
53% of 1,025 statements claim credit (544 statements); the average for State House Republicans is 13%. Ranks 3rd of 791, where 1st is the highest rate.
An AI model reads each of Walburg’s posts on X and marks whether it claims credit for an accomplishment. The rate is the share of statements marked; it is compared with the average among State House Republicans and ranked against the same group.
At a glance
6 measures against State House Republicans. 79% of Walburg’s statements discuss policy, 2.5 times the State House Republican average of 32%. 4.7% of Walburg’s statements use bipartisan language, 2.6 times the State House Republican average of 1.8%.
The measures on which Walburg 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.
Credit claiming
53%
State House Republicans average 13% · ranks 3rd of 791
Policy discussion
79%
State House Republicans average 32% · ranks 12th of 791
Bipartisanship
4.7%
State House Republicans average 1.8% · ranks 79th of 791
Out of committee
73%
South Dakota House average 81% · ranks 54th of 69
Talk-to-bills agreement
0.45
State House Republicans average 0.53 · ranks 390th of 504
CSIP ideology
+0.30
Right of 0, the centre of the scale · ± 0.03
Peer group: State House Republicans. Rank 1 is the highest value in the group; the thick bar is Walburg, the thin grey bar the peer average. The headline is the measure on which Walburg is most unusual among peers (Methods, §08).
What Walburg says
Walburg attacks opponents personally less than 60% of State House Republicans. Personal attacks in 0.3% of 1,025 statements, against 2.9% for the average State House Republican; 479th of 791.
An AI model reads each of Walburg’s 1,025 statements in the SD 2025–26 session (1,025 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 SD 2025–26 session
0%80%
Walburg
Peers
Rank
Policy discussion809 statements
79%
32%
12th of 791
Credit claiming544 statements
53%
13%
3rd of 791
Policy criticism112 statements
11%
9%
251st of 791
Bipartisanship48 statements
5%
2%
79th of 791
Personal attacks3 statements
0%
3%
479th of 791
Show the data
| Row | Walburg | Peers |
|---|---|---|
| Policy discussion | 79% | 32% |
| Credit claiming | 53% | 13% |
| Policy criticism | 11% | 9% |
| Bipartisanship | 5% | 2% |
| Personal attacks | 0% | 3% |
1,025
statements classified
1,025 posts on X.
Show the data
| Part | Value |
|---|---|
| posts on X | 1,025 |
How to read the bars
The thick bar is Walburg; the thin grey bar is the average State House Republicans. A longer thick bar means Walburg does this more than peers. Rank 1 is the highest rate in the group.
Extreme labels
Walburg used extreme labels in 1.7% of statements, above the peer average. 17 statements, most often aimed at Democrats; peers 1.4%.
- “radical”13
- “woke”1
Who gets the labels
Targets named alongside an extreme label, by number of statements
- Democrats6
- policies2
- Democratic Socialists1
- EV mandate1
- faculty1
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 SD 2025–26 session
Show the data
| Column | Statements | Personal attacks | Policy criticism | Policy discussion | Bipartisanship | Credit claiming | Extreme labels |
|---|---|---|---|---|---|---|---|
| Jan ’25 | 28 | 0.0% | 10.7% | 67.9% | 0.0% | 50.0% | 3.6% |
| Feb ’25 | 28 | 0.0% | 14.3% | 75.0% | 3.6% | 50.0% | 0.0% |
| Mar ’25 | 46 | 0.0% | 19.6% | 69.6% | 8.7% | 45.6% | 2.2% |
| Apr ’25 | 45 | 0.0% | 6.7% | 66.7% | 6.7% | 51.1% | 0.0% |
| May ’25 | 48 | 0.0% | 2.1% | 66.7% | 0.0% | 35.4% | 0.0% |
| Jun ’25 | 53 | 0.0% | 5.7% | 75.5% | 1.9% | 50.9% | 0.0% |
| Jul ’25 | 49 | 2.0% | 4.1% | 77.5% | 8.2% | 61.2% | 0.0% |
| Aug ’25 | 37 | 0.0% | 8.1% | 75.7% | 2.7% | 59.5% | 0.0% |
| Sep ’25 | 47 | 0.0% | 17.0% | 68.1% | 2.1% | 44.7% | 0.0% |
| Oct ’25 | 49 | 0.0% | 65.3% | 83.7% | 4.1% | 22.4% | 6.1% |
| Nov ’25 | 33 | 0.0% | 18.2% | 78.8% | 6.1% | 48.5% | 9.1% |
| Dec ’25 | 39 | 0.0% | 7.7% | 82.0% | 2.6% | 61.5% | 0.0% |
| Jan ’26 | 43 | 0.0% | 7.0% | 90.7% | 0.0% | 65.1% | 4.7% |
| Feb ’26 | 54 | 0.0% | 9.3% | 75.9% | 14.8% | 66.7% | 0.0% |
| Mar ’26 | 40 | 0.0% | 17.5% | 85.0% | 15.0% | 50.0% | 2.5% |
| Apr ’26 | 51 | 2.0% | 2.0% | 78.4% | 0.0% | 64.7% | 0.0% |
| May ’26 | 54 | 0.0% | 7.4% | 83.3% | 13.0% | 55.6% | 0.0% |
| Jun ’26 | 39 | 2.6% | 5.1% | 56.4% | 7.7% | 38.5% | 0.0% |
| Jul ’26 | 65 | 0.0% | 6.2% | 80.0% | 1.5% | 58.5% | 0.0% |
| Aug ’26 | 51 | 0.0% | 5.9% | 90.2% | 0.0% | 56.9% | 0.0% |
| Sep ’26 | 52 | 0.0% | 5.8% | 92.3% | 0.0% | 53.8% | 3.9% |
| Oct ’26 | 74 | 0.0% | 4.0% | 96.0% | 4.0% | 63.5% | 5.4% |
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 SD 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%.
In Walburg’s words
Real statements from the classifier’s example set, with the labels it assigned
Personal attacks
The text of this post is on X; follow the source link to read it.
Jun 10, 2026 · Posts on X (state legislators) · personal attacks; target: 8 pro-terrorist individuals · Source
Extreme label
The text of this post is on X; follow the source link to read it.
Oct 26, 2026 · Posts on X (state legislators) · policy discussion; credit claiming; Taxation; extreme label “radical” aimed at Democrats · 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: 8 pro-terrorist individualsSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: Jimmy KimmelSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · policy discussion · Education · Civil Rights and Liberties, Minority Issues · target: administratorsSource
All 1,025 statements
Newest first, the SD 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: 1,025 posts on X.
Policy
Taxation is what Walburg talks about most: 20% of policy statements, 2.5 times the peer share. Talk and legislation agree at 0.45 on a 0–1 scale (State House Republicans average 0.53; 390th 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 Walburg talks about. The bills Walburg sponsors and cosponsors carry the same areas, so the two can be compared.
What Walburg talks about
Share of policy statements by area, the SD 2025–26 session
0%35%
Walburg
Peers
Taxation165 statements
20%
8%
Economics and Public Finance155 statements
19%
12%
Education119 statements
15%
15%
Armed Forces and National Security104 statements
13%
5%
Commerce77 statements
10%
4%
Show the data
| Row | Walburg | Peers |
|---|---|---|
| Taxation | 20% | 8% |
| Economics and Public Finance | 19% | 12% |
| Education | 15% | 15% |
| Armed Forces and National Security | 13% | 5% |
| Commerce | 10% | 4% |
How to read the bars
The thick bar is the share of Walburg’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 35%. 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 |
|---|---|---|---|---|
| Taxation | 20% | 8% | 9% | 11% |
| Economics and Public Finance | 19% | 12% | 0% | 2% |
| Education | 15% | 15% | 5% | 9% |
| Armed Forces and National Security | 13% | 5% | 0% | 2% |
| Commerce | 10% | 4% | 2% | 3% |
0.45
talk-to-bills agreement, 0 to 1
State House Republicans average 0.53. Ranks 390th of 504.
What agreement means, and what it doesn’t
Agreement is 1 minus the distance between the two distributions (Jensen–Shannon): 1 means Walburg legislates on exactly the areas Walburg 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 Walburg sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.
Ideology
Walburg sits at +0.30 on the CSIP scale, right of 0, more liberal than 60% of State House Republicans. Approximate range +0.26 to +0.33, which understates the uncertainty; from 15 donors and 293 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”.
+0.30
CSIP ideal point
Approximate range +0.26 to +0.33. From 15 donors and 293 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.
The outlined dot is Walburg, 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 Walburg’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 Walburg sits
Every official in each group, on the CSIP scale
State House Republicans2,917 · median +0.4
South Dakota House70 · median +0.1
All State House5,324 · median +0.1
Show the data
| Group | Officials | Median | Share left of Walburg |
|---|---|---|---|
| State House Republicans | 2917 | +0.4 | 40% |
| South Dakota House | 70 | +0.1 | 87% |
| All State House | 5324 | +0.1 | 67% |
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 Walburg 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 Walburg.
Money
Walburg reported $18.3K in the 2024 cycle, above the State House Republicans’ median of $10.7K. State filings report no small-donation total. 100% of itemized individual money came from South Dakota.
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.
$18.3K
itemized in the 2024 cycle
From 15 itemized donors. State House Republicans’ median $10.7K.
Where the money came from
Each square is one percent of itemized contributions in the 2024 cycle.
- Individuals (itemized)34 squares$6,150
- PACs and other committees65 squares$12.0K
- Party committees1 squares$200
Show the data
| Source | Amount | Share |
|---|---|---|
| Individuals (itemized) | $6,150 | 33.6% |
| PACs and other committees | $12.0K | 65.3% |
| Party committees | $200 | 1.1% |
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, 2024 to 2024. The grey line is the State House Republicans’ median for 2024.
Show the data
| Item | Value |
|---|---|
| 2024 cycle | $18.3K |
Top donor states, 2024
Itemized contributions by donor state. 100% came from South Dakota.
- South Dakota$6,150
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
Show the data
| State | Value |
|---|---|
| South Dakota | $6,150 |
| 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 |
| 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 |
| 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 |
15
itemized donors
People who gave more than $200
100%
from South Dakota
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 South Dakota. Gifts of $200 or less carry no address and are left out.
Top donor occupations
Itemized, 2024 cycle.
No occupations reported.
Top committees
PAC and committee contributions, 2024 cycle.
- SOUTH DAKOTA RETAILERS ASSOCIATION PAC$3,250
- MORT PAC$2,000
- HOUSE GOP PAC$1,250
- DAUGAARD FOR SOUTH DAKOTA$1,000
- INDEPENDENT COMMUNITY BANKERS OF SOUTH DAKOTA PAC$600
Top employers
Itemized, 2024 cycle.
No employers reported.
Aggregates only. Individual donors are never named.
Votes
Walburg voted with the majority of South Dakota House Republicans on 57% of party-line votes and missed 2.0% of 638 roll calls. South Dakota House on average: 76% party unity, 96.6% attendance. Across all roll calls, Walburg voted against the majority of South Dakota House Republicans 81 times.
638 roll calls Walburg could vote on in the SD 2025–26 session, compared with South Dakota 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 Walburg voted with the majority of South Dakota House Republicans. The count of votes against that majority covers every roll call where the majority took a side.
81
votes against the majority of South Dakota House Republicans
Party unity 57%, South Dakota House average 76%, ranks 50th of 69. 638 roll calls in the SD 2025–26 session.
Attendance and party unity
The thick bar is Walburg, the thin grey bar the South Dakota House average. The scale runs from 50% to 100% to show the gap.
50%100%
Walburg
Peers
Rank
Attendance
97.9%
96.6%
46th of 70
Party unity
57%
76%
50th of 69
Show the data
| Row | Walburg | Peers |
|---|---|---|
| Attendance | 97.9% | 96.6% |
| Party unity | 57% | 76% |
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 SD 2025–26 session
| Party split (yea–nay) | Why it’s key | |||||
|---|---|---|---|---|---|---|
| Mar 12, 2026 | Yea | With majority | pass | D 5–0 · R 46–15 · O 1–0Democrats 5 yea, 0 nay; Republicans 46 yea, 15 nay; Others 1 yea, 0 nay | became law · party crossover | |
| Mar 12, 2026 | HB 1051 revise property tax levies for school districts and to revise the state aid to general and special education formulas. Do Pass Amended | Yea | With majority | pass | D 5–0 · R 60–1 · O 1–0Democrats 5 yea, 0 nay; Republicans 60 yea, 1 nay; Others 1 yea, 0 nay | became law |
| Mar 12, 2026 | HB 1326 appropriate money for the ordinary expenses of the legislative, judicial, and executive departments of the state, the current expenses of state institutions, interest on the public debt, and common schools. Do Pass | Yea | With majority | pass | D 5–0 · R 44–17 · O 1–0Democrats 5 yea, 0 nay; Republicans 44 yea, 17 nay; Others 1 yea, 0 nay | became law · party crossover |
| Mar 9, 2026 | SB 219 require that a state agency consult with the Aeronautics Commission prior to purchasing, transferring, or disposing of a state owned and operated aircraft. Do Pass Amended | Yea | With majority | pass | D 5–0 · R 61–2 · O 1–0Democrats 5 yea, 0 nay; Republicans 61 yea, 2 nay; Others 1 yea, 0 nay | became law |
| Mar 9, 2026 | SB 245 create the homeowner property tax reduction fund, and to transfer moneys to the homeowner property tax reduction fund. Do Pass Amended | Nay | Against majority | pass | D 1–4 · R 40–23 · O 1–0Democrats 1 yea, 4 nay; Republicans 40 yea, 23 nay; Others 1 yea, 0 nay | became 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 Walburg most often
- Kevin Van DiepenR620 shared votes94%
- David KullR624 shared votes94%
- Matt RobyR622 shared votes93%
- Mellissa HeermannR620 shared votes93%
- Jim HalversonR619 shared votes93%
Votes least often with
The colleagues who voted the same way as Walburg least often
- Tina MulallyR553 shared votes47%
- Phil JensenR621 shared votes52%
- Tony RandolphR593 shared votes53%
- Dylan JordanR617 shared votes54%
- Aaron AylwardR584 shared votes57%
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
SD 2025–26 session, loads in batches
Legislation
Walburg sponsored 79 bills in the SD 2025–26 session; 41 became law. Cosponsored 0 others. 73% of sponsored bills got out of committee (South Dakota House average 81%; 54th of 69).
The bills Walburg sponsored and cosponsored in the SD 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 SD 2025–26 session
Show the data
| Role | Introduced | In committee | Passed one chamber | Passed both chambers | Became law |
|---|---|---|---|---|---|
| Sponsored | 79 | 67 | 47 | 44 | 41 |
| Cosponsored | 0 | 0 | 0 | 0 | 0 |
How to read the blocks
Ink blocks are bills Walburg sponsored, ochre blocks bills Walburg cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.
73%
of sponsored bills got out of committee
South Dakota House average 81%. Ranks 54th of 69.
Cosponsorship partners
Colleagues who most often cosponsor with Walburg, by number of shared bills in the SD 2025–26 session; the square shows their party.
- Eric Emery43
- Carl Perry35
- Erik Muckey32
- Scott Moore26
- Nicole Uhre-Balk24
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 Walburg’s bills; the toggle shows more.
Bill list
Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest
| SC 821 | honoring Arthur Mauf for his dedication and service to the United States as he approaches his 100th birthday. | Sponsor | Mar 4, 2026 | Introduced | Unassigned | S.J. 471 Mar 4, 2026 |
| SC 813 | celebrating Solventum's expansion of its Brookings, South Dakota, manufacturing facility. | Sponsor | Mar 2, 2026 | Introduced | Unassigned | S.J. 435 Mar 2, 2026 |
| HB 1300 | except victims of human trafficking or domestic abuse from certain clemency notice requirements. | Sponsor | Feb 25, 2026 | Became law | Crime and Law Enforcement(model) | Signed by the Governor on 2026-03-30 H.J. 579 Mar 30, 2026 |
| SB 237 | require that counties provide written notice to township supervisors of conditional use applications and appeals. | Sponsor | Feb 23, 2026 | Became law | Housing and Community Development(model) | Signed by the Governor on 2026-03-12 S.J. 529 Mar 12, 2026 |
| HCR 6012 | recognizing the YMCA for 175 years of service to youth, families, and communities in South Dakota and across the United States. | Sponsor | Feb 10, 2026 | In committee | Unassigned | Senate Concurred in Resolution , Passed, YEAS 33, NAYS 0 S.J. 249 Feb 11, 2026 |
Online
A site that has not changed in 90 days. Walburg’s official site had 1 page when last crawled on Oct 1, 2026. The lab last catalogued the images Walburg posted on Oct 26, 2026.
The lab crawls Walburg’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 Walburg posts with a vision model.
Websites
- 1
pages crawled
0changes 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 Walburg posted
The latest 24, with model-written descriptions
Two men in suits pose on a sunny university campus lawn, with trees, a walkway, and brick academic buildings behind them. Building signs are visible.View post 
A campaign-style graphic shows a smiling older man holding a young boy against a clear blue sky. Large promotional text appears above them, with a logo and slogan near the bottom.View post 
A political promotional poster over a photograph of a house under construction, with a city skyline in the background. Large text describes a housing act and its benefits, with check marks and bold colored banners. A government committee seal appears at the bottom.View post 
Several people stand and talk in a commercial kitchen around a stainless-steel worktable holding rows of paper bags. There is visible text on some bags and signs.View post 
Several people stand inside a fast-casual restaurant behind a glass food counter. A man on the left holds a foil-wrapped item, an older man in a suit stands in the center, and two employees are on the right. Shelves of packaged chips and restaurant equipment are visible in the background. There is text on the packages and containers.View post
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.
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 Walburg 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
- cc78d0ae-544c-4b45-8073-4aed3ee1a513
- Open States
- ocd-person/cc78d0ae-544c-4b45-8073-4aed3ee1a513
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