RT @JoeBiden: It’s a new day in America.
Linda Duba
@sdduba · SD · H
Posts27.9K
Engagement46.6M
Voting-record position0.084
CoverageJan 5, 2020 to Jun 14, 2025
Voting-record position is available for 3,335 of 5,927 legislators. Missing values are shown, not hidden.
Voice fingerprint
Percentage-point difference between this legislator’s topic share and the party median. Bars left are under-indexed; bars right are over-indexed.
Most distinctive Uncategorized 19.5 pp above the party median
- Topics
- 22
- Over
- 7
- Under
- 15
Voice fingerprint. 14 topics shown on a symmetric scale from −19.5 pp to +19.5 pp. Most distinctive topic: Uncategorized, 19.5 pp above the party median.
Under-indexed Party median Over-indexed
- Uncategorized Over-indexed +19.5 pp
- Education Over-indexed +3.1 pp
- Social Welfare Under-indexed −2.3 pp
- Health Over-indexed +2.1 pp
- Housing Under-indexed −1.9 pp
- Law and Crime Under-indexed −1.1 pp
- Environment Under-indexed −1.1 pp
- Macroeconomics Under-indexed −0.9 pp
- Labor Under-indexed −0.9 pp
- Transportation Under-indexed −0.8 pp
- Public Lands Under-indexed −0.8 pp
- Government Operations Over-indexed +0.8 pp
- Civil Rights Under-indexed −0.6 pp
- Culture Under-indexed −0.6 pp
Bars share a symmetric scale of ±19.5 pp. Showing 14 of 22 topics under the selected ordering.
View complete comparison table
| Topic | Legislator share | Party median | Difference | Direction | Posts |
|---|---|---|---|---|---|
| Uncategorized | 53.0% | 33.6% | +19.5 pp | Over-indexed | 14,766 |
| Education | 7.7% | 4.6% | +3.1 pp | Over-indexed | 2,135 |
| Social Welfare | 1.7% | 4.1% | −2.3 pp | Under-indexed | 485 |
| Health | 8.8% | 6.7% | +2.1 pp | Over-indexed | 2,449 |
| Housing | 0.4% | 2.3% | −1.9 pp | Under-indexed | 106 |
| Law and Crime | 2.9% | 4.1% | −1.1 pp | Under-indexed | 814 |
| Environment | 0.3% | 1.4% | −1.1 pp | Under-indexed | 84 |
| Macroeconomics | 0.9% | 1.8% | −0.9 pp | Under-indexed | 261 |
| Labor | 1.0% | 1.9% | −0.9 pp | Under-indexed | 272 |
| Transportation | 0.4% | 1.3% | −0.8 pp | Under-indexed | 124 |
| Public Lands | 0.1% | 0.9% | −0.8 pp | Under-indexed | 17 |
| Government Operations | 12.4% | 11.6% | +0.8 pp | Over-indexed | 3,460 |
| Civil Rights | 6.9% | 7.5% | −0.6 pp | Under-indexed | 1,910 |
| Culture | 0.8% | 1.4% | −0.6 pp | Under-indexed | 230 |
| International Affairs | 0.9% | 0.4% | +0.5 pp | Over-indexed | 246 |
| Energy | 0.1% | 0.5% | −0.4 pp | Under-indexed | 22 |
| Banking, Finance, and Domestic Commerce | 0.1% | 0.4% | −0.3 pp | Under-indexed | 14 |
| Agriculture | 0.2% | 0.4% | −0.2 pp | Under-indexed | 53 |
| Defense | 0.9% | 0.7% | +0.2 pp | Over-indexed | 259 |
| Technology | 0.1% | 0.2% | −0.1 pp | Under-indexed | 27 |
| Immigration | 0.4% | 0.4% | +0.1 pp | Over-indexed | 119 |
| Unclassified | 0.0% | 0.0% | −0.0 pp | Under-indexed | 0 |
Derived interaction graph
Linda Duba's interaction network
Explore parsed retweets and mentions linked to known legislators and external handles. Filter by direction, topic, target party, target state, or interaction type.
35 nodes 116 links 263 out 62 in
Post explorer
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- 10 matching posts
RT @OfficialMLK3: No justice, no peace. No justice, no peace. No justice, no peace.
RT @BarackObama: Vote.
RT @BarackObama: Congratulations to my friend, President @JoeBiden! This is your time. https://t.co/LXzxGnBAfz
RT @ChicagoTraderrr: I lost my Dad this morning to COVID-19. He was my rock, my best friend, and my hero. He had virtually no symptoms and&
RT @MrAndrewCotter: Some sports are slower. More about the strategy. https://t.co/JMBaGJ1tSd
RT @sarahcpr: How to medical https://t.co/0EDqJcy38p
RT @TheAmandaGorman: It takes a monster to kill children. But to watch monsters kill children again and again and do nothing isn<U+2019>t just ins<U+2026>
RT @CorneliaLG: My babies are too young to read this now. And theyd barely recognize me in my gear. But if they lose me to COVID I want th&
RT @morningmika: I will be reaching out to head of twitter about their policies being violated every day by President Tump. Hope my call is&