Lauren Book

@Book4Senate · FL · S

D
Posts11.3K
Engagement7.4M
Voting-record position-0.152
CoverageJan 7, 2020 to Dec 3, 2024
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 Civil Rights 11.8 pp above the party median

Topics
22
Over
6
Under
16

Voice fingerprint. 14 topics shown on a symmetric scale from −11.8 pp to +11.8 pp. Most distinctive topic: Civil Rights, 11.8 pp above the party median.

Under-indexed Party median Over-indexed
  1. Civil Rights Over-indexed +11.8 pp
  2. Government Operations Over-indexed +7.0 pp
  3. Uncategorized Under-indexed −5.5 pp
  4. Law and Crime Over-indexed +4.7 pp
  5. Social Welfare Over-indexed +2.0 pp
  6. Labor Under-indexed −1.2 pp
  7. Transportation Under-indexed −1.1 pp
  8. Health Under-indexed −0.9 pp
  9. Culture Under-indexed −0.8 pp
  10. Banking, Finance, and Domestic Commerce Over-indexed +0.7 pp
  11. Education Under-indexed −0.6 pp
  12. Macroeconomics Under-indexed −0.4 pp
  13. Energy Under-indexed −0.4 pp
  14. Environment Under-indexed −0.3 pp

Bars share a symmetric scale of ±11.8 pp. Showing 14 of 22 topics under the selected ordering.

View complete comparison table
Complete topic-share comparison with the party median
TopicLegislator shareParty medianDifferenceDirectionPosts
Civil Rights19.3%7.5%+11.8 ppOver-indexed2,183
Government Operations18.7%11.6%+7.0 ppOver-indexed2,111
Uncategorized28.0%33.6%−5.5 ppUnder-indexed3,172
Law and Crime8.8%4.1%+4.7 ppOver-indexed994
Social Welfare6.1%4.1%+2.0 ppOver-indexed688
Labor0.6%1.9%−1.2 ppUnder-indexed72
Transportation0.2%1.3%−1.1 ppUnder-indexed23
Health5.8%6.7%−0.9 ppUnder-indexed660
Culture0.6%1.4%−0.8 ppUnder-indexed64
Banking, Finance, and Domestic Commerce1.1%0.4%+0.7 ppOver-indexed123
Education4.0%4.6%−0.6 ppUnder-indexed449
Macroeconomics1.5%1.8%−0.4 ppUnder-indexed165
Energy0.1%0.5%−0.4 ppUnder-indexed14
Environment1.1%1.4%−0.3 ppUnder-indexed120
Public Lands0.6%0.9%−0.3 ppUnder-indexed64
Defense0.4%0.7%−0.3 ppUnder-indexed46
Agriculture0.2%0.4%−0.3 ppUnder-indexed19
Technology0.1%0.2%−0.1 ppUnder-indexed11
Housing2.2%2.3%−0.1 ppUnder-indexed251
International Affairs0.4%0.4%+0.1 ppOver-indexed46
Immigration0.4%0.4%−0.0 ppUnder-indexed40
Unclassified0.0%0.0%−0.0 ppUnder-indexed0
Derived interaction graph

Lauren Book'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.

72 nodes 362 links 515 out 192 in
Wheel to zoom · drag to pan
Mentions to Shevrin Jones: 16 unique postsMentions to Janet Cruz: 14 unique postsMentions to @govrondesantis: 13 unique postsMentions to Wilton Simpson: 10 unique postsMentions to Loranne Ausley: 10 unique postsMentions to Janet Cruz: 9 unique postsMentions to Janet Cruz: 9 unique postsMentions to Dan Daley: 9 unique postsMentions to @joyforfl: 8 unique postsMentions to @annaforflorida: 8 unique postsMentions to Loranne Ausley: 7 unique postsMentions to Tina Polsky: 7 unique postsMentions to Dan Daley: 7 unique postsMentions to Danny Burgess: 7 unique postsMentions to Tina Polsky: 6 unique postsMentions from Linda Stewart: 6 unique postsMentions from Michael Gottlieb: 6 unique postsMentions to Gary Farmer: 6 unique postsMentions from Michael Gottlieb: 6 unique postsMentions to @annaforflorida: 5 unique postsMentions to Loranne Ausley: 5 unique postsMentions to Kathleen Passidomo: 5 unique postsMentions to @govrondesantis: 5 unique postsRetweets to Janet Cruz: 5 unique postsMentions to Michael Gottlieb: 5 unique postsMentions to @kamiabrownfl45: 5 unique postsMentions from Annette Taddeo: 5 unique postsMentions to @tracilkoster: 5 unique postsMentions from Allison Tant: 5 unique postsMentions to @joyforfl: 4 unique postsMentions to @govrondesantis: 4 unique postsMentions to @joyforfl: 4 unique postsMentions to Linda Stewart: 4 unique postsMentions to Fentrice Driskell: 4 unique postsMentions from Shevrin Jones: 4 unique postsMentions from Chip Lamarca: 4 unique postsRetweets to Tina Polsky: 4 unique postsRetweets to Loranne Ausley: 4 unique postsMentions to Lori Berman: 4 unique postsMentions to @senatorthurston: 4 unique postsMentions from Mike Grieco: 4 unique postsMentions to Chris Sprowls: 4 unique postsMentions to @govrondesantis: 4 unique postsMentions from @annaforflorida: 4 unique postsMentions from Gary Farmer: 4 unique postsMentions to Annette Taddeo: 4 unique postsMentions from Dan Daley: 4 unique postsRetweets to Shevrin Jones: 3 unique postsMentions to @govrondesantis: 3 unique postsMentions to @annaforflorida: 3 unique postsMentions to @healthyfla: 3 unique postsMentions to Fentrice Driskell: 3 unique postsRetweets to Janet Cruz: 3 unique postsMentions from Gary Farmer: 3 unique postsMentions to Robin Bartleman: 3 unique postsMentions to Wilton Simpson: 3 unique postsMentions to @govrondesantis: 3 unique postsMentions from Tina Polsky: 3 unique postsMentions to Dan Daley: 3 unique postsRetweets from Dan Daley: 3 unique postsRetweets from Annette Taddeo: 3 unique postsMentions to Chris Sprowls: 3 unique postsMentions to Nicholas Duran: 3 unique postsMentions to @kamiabrownfl45: 3 unique postsMentions to Jeff Brandes: 3 unique postsMentions to Andrew Learned: 3 unique postsMentions to Allison Tant: 3 unique postsMentions to Randy Fine: 3 unique postsRetweets to @healthyfla: 2 unique postsMentions to Tracie Davis: 2 unique postsMentions from Wilton Simpson: 2 unique postsMentions to Lori Berman: 2 unique postsMentions to @joyforfl: 2 unique postsMentions to Loranne Ausley: 2 unique postsMentions to Linda Stewart: 2 unique postsMentions to Janet Cruz: 2 unique postsMentions to Loranne Ausley: 2 unique postsMentions to @mariewoodsonfl: 2 unique postsMentions to Robin Bartleman: 2 unique postsMentions to Robin Bartleman: 2 unique postsMentions to @mariewoodsonfl: 2 unique postsRetweets to Tina Polsky: 2 unique postsMentions to Annette Taddeo: 2 unique postsRetweets to Shevrin Jones: 2 unique postsMentions from Kathleen Passidomo: 2 unique postsRetweets from Linda Stewart: 2 unique postsRetweets to Shevrin Jones: 2 unique postsMentions from Danny Burgess: 2 unique postsMentions to Carlos Smith: 2 unique postsMentions to Christine Hunschofsky: 2 unique postsRetweets to Gary Farmer: 2 unique postsMentions to Dan Daley: 2 unique postsMentions from Michael Gottlieb: 2 unique postsMentions from Annette Taddeo: 2 unique postsMentions from Jeff Brandes: 2 unique postsRetweets to Lori Berman: 2 unique postsRetweets to Janet Cruz: 2 unique postsMentions to Chip Lamarca: 2 unique postsMentions from Robin Bartleman: 2 unique postsRetweets from Dan Daley: 2 unique postsMentions to Randy Fine: 2 unique postsMentions to Randolph Bracy: 2 unique postsMentions to Fentrice Driskell: 2 unique postsMentions to @josietomkow: 2 unique postsMentions from Dan Daley: 2 unique postsRetweets from Dan Daley: 2 unique postsMentions to User 131546062: 2 unique postsRetweets from Gary Farmer: 2 unique postsMentions to Chip Lamarca: 2 unique postsMentions from @micheleforfl: 2 unique postsMentions to Randolph Bracy: 2 unique postsMentions to Chris Sprowls: 2 unique postsMentions from Chuck Clemons: 2 unique postsMentions to @kamiabrownfl45: 2 unique postsMentions to @mariewoodsonfl: 2 unique postsMentions from Annette Taddeo: 2 unique postsRetweets from Janet Cruz: 2 unique postsRetweets to @senatorthurston: 2 unique postsMentions from Jim Boyd: 2 unique postsMentions to Annette Taddeo: 2 unique postsMentions from Randy Fine: 2 unique postsMentions to Christine Hunschofsky: 2 unique postsMentions from Amy Mercado: 2 unique postsMentions from @mbeltranfl: 2 unique postsMentions to Evan Jenne: 2 unique postsMentions to Jackie Toledo: 2 unique postsMentions to Jim Boyd: 2 unique postsMentions to Rene Plasencia: 2 unique postsMentions from Robin Bartleman: 2 unique postsMentions to Bobby Powell: 2 unique postsMentions from Janet Cruz: 2 unique postsRetweets to Shevrin Jones: 1 unique postsRetweets to Fentrice Driskell: 1 unique postsRetweets to @annaforflorida: 1 unique postsRetweets to Janet Cruz: 1 unique postsRetweets to Carlos Smith: 1 unique postsMentions from Christine Hunschofsky: 1 unique postsRetweets to @govrondesantis: 1 unique postsMentions to Janet Cruz: 1 unique postsMentions to Darryl Rouson: 1 unique postsMentions to User 115979444: 1 unique postsMentions to Felicia Robinson: 1 unique postsMentions to Christine Hunschofsky: 1 unique postsRetweets to Christine Hunschofsky: 1 unique postsMentions to Shevrin Jones: 1 unique postsRetweets to Tina Polsky: 1 unique postsMentions to User 1077121945: 1 unique postsMentions to @healthyfla: 1 unique postsMentions to Oscar Braynon: 1 unique postsMentions to Loranne Ausley: 1 unique postsMentions to @spencerroachfl: 1 unique postsRetweets from Keith Perry: 1 unique postsRetweets from @ileanagarciausa: 1 unique postsRetweets to Lori Berman: 1 unique postsRetweets from Felicia Robinson: 1 unique postsRetweets from Janet Cruz: 1 unique postsMentions to @mariewoodsonfl: 1 unique postsMentions to User 115979444: 1 unique postsMentions to @ileanagarciausa: 1 unique postsMentions to Shevrin Jones: 1 unique postsMentions from Nicholas Duran: 1 unique postsMentions to Mike Grieco: 1 unique postsMentions to @mariewoodsonfl: 1 unique postsRetweets from Amy Mercado: 1 unique postsRetweets to Tina Polsky: 1 unique postsMentions to @govrondesantis: 1 unique postsRetweets to @annaforflorida: 1 unique postsRetweets to Juan Fernandez-Barquin: 1 unique postsMentions from Tina Polsky: 1 unique postsRetweets to Chris Sprowls: 1 unique postsRetweets to Dan Daley: 1 unique postsRetweets from Keith Perry: 1 unique postsMentions from Loranne Ausley: 1 unique postsRetweets to Chris Sprowls: 1 unique postsMentions to Robin Bartleman: 1 unique postsRetweets to @annaforflorida: 1 unique postsMentions to @govrondesantis: 1 unique postsRetweets from @micheleforfl: 1 unique postsRetweets from @annaforflorida: 1 unique postsMentions to Felicia Robinson: 1 unique postsMentions to Christine Hunschofsky: 1 unique postsMentions from Annette Taddeo: 1 unique postsRetweets from @repomphroy: 1 unique postsMentions to Bobby Dubose: 1 unique postsMentions from Carlos Smith: 1 unique postsRetweets from Bill Galvano: 1 unique postsMentions from @ileanagarciausa: 1 unique postsRetweets from Juan Fernandez-Barquin: 1 unique postsRetweets to Annette Taddeo: 1 unique postsMentions to Ramon Alexander: 1 unique postsMentions to @annaforflorida: 1 unique postsMentions from Jayer Williamson: 1 unique postsMentions to Shevrin Jones: 1 unique postsMentions to Kathleen Passidomo: 1 unique postsMentions to Chip Lamarca: 1 unique postsRetweets to @annaforflorida: 1 unique postsRetweets to Annette Taddeo: 1 unique postsMentions from Danny Burgess: 1 unique postsRetweets to Wilton Simpson: 1 unique postsMentions from Gary Farmer: 1 unique postsMentions from Linda Stewart: 1 unique postsMentions from Chip Lamarca: 1 unique postsMentions from Chip Lamarca: 1 unique postsMentions to Darryl Rouson: 1 unique postsRetweets to User 1077121945: 1 unique postsRetweets from Gary Farmer: 1 unique postsMentions from @micheleforfl: 1 unique postsMentions to Chris Latvala: 1 unique postsMentions from Chris Latvala: 1 unique postsMentions from @jenna_persons: 1 unique postsRetweets from Mike Grieco: 1 unique postsRetweets to Bobby Powell: 1 unique postsMentions to Ramon Alexander: 1 unique postsMentions from Jackie Toledo: 1 unique postsMentions to Gary Farmer: 1 unique postsMentions to Christine Hunschofsky: 1 unique postsMentions to @senatorthurston: 1 unique postsMentions from Debbie Mayfield: 1 unique postsRetweets from Debbie Mayfield: 1 unique postsRetweets from Lori Berman: 1 unique postsMentions to Annette Taddeo: 1 unique postsRetweets to Annette Taddeo: 1 unique postsRetweets from Dan Daley: 1 unique postsMentions to Michael Gottlieb: 1 unique postsMentions to Wilton Simpson: 1 unique postsRetweets to Loranne Ausley: 1 unique postsMentions to Gary Farmer: 1 unique postsRetweets from Bill Galvano: 1 unique postsMentions to Shevrin Jones: 1 unique postsMentions to Chip Lamarca: 1 unique postsMentions to Chris Latvala: 1 unique postsMentions to @jenna_persons: 1 unique postsMentions from @jenna_persons: 1 unique postsRetweets to Annette Taddeo: 1 unique postsRetweets to Dan Daley: 1 unique postsRetweets from Dan Daley: 1 unique postsRetweets to Nicholas Duran: 1 unique postsRetweets to Janet Cruz: 1 unique postsRetweets from Janet Cruz: 1 unique postsMentions from Kionne McGhee: 1 unique postsRetweets to Randolph Bracy: 1 unique postsRetweets from Gary Farmer: 1 unique postsRetweets from Christine Hunschofsky: 1 unique postsMentions from @senatorthurston: 1 unique postsMentions from @annaforflorida: 1 unique postsRetweets from Lori Berman: 1 unique postsMentions to Jayer Williamson: 1 unique postsRetweets from Dan Daley: 1 unique postsRetweets to Loranne Ausley: 1 unique postsMentions to Linda Stewart: 1 unique postsRetweets from Bill Galvano: 1 unique postsMentions to Chris Sprowls: 1 unique postsRetweets to @electjavier: 1 unique postsRetweets from @repomphroy: 1 unique postsRetweets to Janet Cruz: 1 unique postsRetweets from Janet Cruz: 1 unique postsRetweets to Janet Cruz: 1 unique postsRetweets from Janet Cruz: 1 unique postsRetweets from Janet Cruz: 1 unique postsRetweets from Randy Fine: 1 unique postsMentions to Gary Farmer: 1 unique postsRetweets to Bill Galvano: 1 unique postsRetweets from Chris Sprowls: 1 unique postsRetweets to Robin Bartleman: 1 unique postsMentions from Heather Fitzenhagen: 1 unique postsRetweets from Susan Valdes: 1 unique postsRetweets to Lori Berman: 1 unique postsRetweets from Annette Taddeo: 1 unique postsMentions to Annette Taddeo: 1 unique postsMentions to Bobby Dubose: 1 unique postsRetweets to Bobby Dubose: 1 unique postsRetweets from Dan Daley: 1 unique postsRetweets to Danny Burgess: 1 unique postsRetweets to Kristen Arrington: 1 unique postsRetweets to Janet Cruz: 1 unique postsMentions from Christine Hunschofsky: 1 unique postsMentions to @kamiabrownfl45: 1 unique postsMentions to @govrondesantis: 1 unique postsMentions from Kristen Arrington: 1 unique postsMentions to Aaron Bean: 1 unique postsMentions to Kionne McGhee: 1 unique postsRetweets from Gary Farmer: 1 unique postsMentions from Gary Farmer: 1 unique postsMentions from Linda Stewart: 1 unique postsMentions to Bobby Powell: 1 unique postsMentions from Heather Fitzenhagen: 1 unique postsRetweets from Susan Valdes: 1 unique postsMentions from @electjavier: 1 unique postsMentions from @spencerroachfl: 1 unique postsMentions to @mariewoodsonfl: 1 unique postsMentions from Annette Taddeo: 1 unique postsMentions to Jeff Brandes: 1 unique postsMentions from Danny Burgess: 1 unique postsMentions to Mike Grieco: 1 unique postsRetweets to Mike Grieco: 1 unique postsRetweets from Mike Grieco: 1 unique postsMentions to Mike Grieco: 1 unique postsMentions to Jackie Toledo: 1 unique postsMentions from Randy Fine: 1 unique postsMentions to Wilton Simpson: 1 unique postsRetweets to Tina Polsky: 1 unique postsMentions to Ray Rodrigues: 1 unique postsMentions to @ileanagarciausa: 1 unique postsMentions to Lori Berman: 1 unique postsMentions to Lori Berman: 1 unique postsMentions from Audrey Gibson: 1 unique postsMentions to Evan Jenne: 1 unique postsMentions to Tracie Davis: 1 unique postsRetweets from Linda Stewart: 1 unique postsMentions from Linda Stewart: 1 unique postsRetweets to Heather Fitzenhagen: 1 unique postsRetweets from @senatorthurston: 1 unique postsRetweets from Debbie Mayfield: 1 unique postsMentions to @ralexandradefl: 1 unique postsRetweets from Lori Berman: 1 unique postsMentions from @mbeltranfl: 1 unique postsMentions to Audrey Gibson: 1 unique postsMentions to Bobby Dubose: 1 unique postsMentions from Aaron Bean: 1 unique postsMentions to Aaron Bean: 1 unique postsMentions to Oscar Braynon: 1 unique postsMentions to Ray Rodrigues: 1 unique postsMentions from @ralexandradefl: 1 unique postsMentions to @mbeltranfl: 1 unique postsMentions to Juan Fernandez-Barquin: 1 unique postsDDD?DDDDDDDDDRDRDRRDDDDDDRDR?R?DD?R?RDDDRRRRDDRRDDRRDDRRDRDRDRRDDDDRRD???

Post explorer

Switch between this legislator's most-engaged posts, newest posts, and representative samples.

  • 10 matching posts

Lauren Book

@Book4Senate

Democratic FL Senate

RT @fuhknjo: My tia did not make it, she sacrificed herself protecting the kids in her classroom, i beg of you to keep my family including<U+2026>

Education

Lauren Book

@Book4Senate

Democratic FL Senate

RT @CNN: Not all streets are like Sesame Street. & What we are seeing is people saying 'enough is enough.' They want to end racism. @Elmo&

Civil Rights

Lauren Book

@Book4Senate

Democratic FL Senate

Yesterday, Ron DeSantis announced well deserved $1,000 bonus checks for Florida's first responders. What he forgot to mention was that the money used came from President Biden's American Rescue Plan. Thank you, President Biden!

Social Welfare

Lauren Book

@Book4Senate

Democratic FL Senate

RT @katieporteroc: Women. Accounted. For. All. The. Losses.

Civil Rights

Lauren Book

@Book4Senate

Democratic FL Senate

RT @BarackObama: John believed that in all of us, there exists the capacity for great courage and a longing to do whats right. We are so l&

Uncategorized

Lauren Book

@Book4Senate

Democratic FL Senate

RT @TheProblem: State Sen. Nathan Dahm (R-OK) has penned several bills loosening gun restrictions, including the nation<U+2019>s first anti-red fl<U+2026>

Law and Crime

Lauren Book

@Book4Senate

Democratic FL Senate

Today, President Biden included additional Florida counties as those considered major disaster areas after speaking with the Governor. Meanwhile, every single Florida Republican in Congress refused to vote for Hurricane Ian relief funds. (No, sadly, you didn<U+2019>t read that wrong.)

Government Operations

Lauren Book

@Book4Senate

Democratic FL Senate

RT @jkbjournalist: BREAKING: We won  Ghislaine Maxwell loses fight to keep her Jeffrey Epstein testimony sealed https://t.co/0Lr6mD4b18

Civil Rights

Lauren Book

@Book4Senate

Democratic FL Senate

RT @KamalaHarris: Black women and women of color have long been underrepresented in elected office and in November we have an opportunity t&

Civil Rights

Lauren Book

@Book4Senate

Democratic FL Senate

As of tonight, Republicans in Arizona have sentenced doctors, nurses, &amp; medical workers to be thrown in jail for providing abortion care <U+2014> even when a woman or girl is pregnant bc of rape, incest, or sexual assault. Rapists should be thrown in jail, not women or their doctors!

Law and Crime