NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

Desantis_2021-09-14_10-07-44.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
Connected Action NodeXL-Reports
Uploaded on:
September 14, 2021
Short Description:
Desantis via NodeXL https://bit.ly/2XnLz0t
@govrondesantis
@alwebbj
@aaronparnas
@removeron
@palmerreport
@ron_begone
@juddlegum
@msnbc
@reallyamerican1
@grantstern

Top hashtags:
#onev1
#deathsantis
#demvoice1
#stopbidentyranny
#desantis
#wtpblue
#demcast
#floride

Description:
Description
The graph represents a network of 14,669 Twitter users whose recent tweets contained "Desantis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 September 2021 at 18:01 UTC.

The tweets in the network were tweeted over the 5-hour, 48-minute period from Tuesday, 14 September 2021 at 11:19 UTC to Tuesday, 14 September 2021 at 17:07 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 14669
Unique Edges : 21079
Edges With Duplicates : 2654
Total Edges : 23733
Number of Edge Types : 5
Retweet : 14456
Tweet : 2014
Replies to : 2390
Mentions : 1698
MentionsInRetweet : 3175
Self-Loops : 2064
Reciprocated Vertex Pair Ratio : 0.00317599921821558
Reciprocated Edge Ratio : 0.00633188836393746
Connected Components : 1338
Single-Vertex Connected Components : 902
Maximum Vertices in a Connected Component : 12338
Maximum Edges in a Connected Component : 21290
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.754608
Graph Density : 9.54198420065668E-05
Modularity : 0.703825
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 14,669 Twitter users whose recent tweets contained "Desantis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 September 2021 at 18:01 UTC.

The tweets in the network were tweeted over the 5-hour, 48-minute period from Tuesday, 14 September 2021 at 11:19 UTC to Tuesday, 14 September 2021 at 17:07 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Desantis
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1111] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[364] https://trib.al/pyYKrJ0
[319] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[228] https://thefloridachannel.org/
[188] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html
[161] https://www.businessinsider.com/florida-gov-ron-desantis-let-a-man-falsely-claim-covid-vaccine-changes-your-rna-2021-9
[147] https://twitter.com/jayobtv/status/1437474927297409026
[136] https://www.citizensforethics.org/reports-investigations/foia-requests/fl-governor-ron-desantis-regeneron/
[129] https://www.rawstory.com/florida-desantis-coronavirus/
[121] https://popular.info/p/before-florida-covid-surge-major

Top URLs in Tweet in G1:
[834] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[181] https://thefloridachannel.org/
[86] https://popular.info/p/before-florida-covid-surge-major
[29] https://www.dailywire.com/news/desantis-businesses-asking-for-proof-of-vax-will-be-fined-5000-a-violation
[28] https://www.facebook.com/GovRonDeSantis/videos/814108509279217/
[24] https://www.washingtonpost.com/politics/2021/09/13/ron-desantis-tom-cotton-are-winning-fox-news-primary/
[20] https://nymag.com/intelligencer/2021/09/desantis-and-the-agony-of-the-anti-anti-anti-vaxx-republican.html
[18] https://www.cbsnews.com/news/desantis-florida-covid-vaccine-mandate-fines/?ftag=CNM-00-10aab7e&linkId=131588703
[14] https://www.facebook.com/watch/?v=336589051544881&ref=sharing
[12] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html

Top URLs in Tweet in G2:
[15] https://thefloridachannel.org/
[6] https://twitter.com/flcaseydesantis/status/1437796179937480710
[3] https://www.theepochtimes.com/desantis-local-governments-to-face-5000-fines-for-imposing-covid-19-vaccine-mandates_3996556.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[3] https://www.facebook.com/GovRonDeSantis/videos/814108509279217/
[3] https://twitter.com/govrondesantis?s=11
[3] https://twitter.com/alwebbj/status/1437468337815105536
[3] https://gettr.com/post/pb10h6cbda
[3] https://thefederalist.com/2021/09/13/desantis-blasts-biden-over-vaccine-mandate-we-dont-live-with-a-one-person-rule-in-this-country/
[2] https://rairfoundation.com/be-like-florida-demand-life-saving-monoclonal-antibodies-in-your-state/
[2] https://www.theepochtimes.com/mkt_breakingnews/desantis-local-governments-to-face-5000-fines-for-imposing-covid-19-vaccine-mandates_3996556.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-09-14-1&mktids=88100dbf57847b4892c4a20a30db0c93&est=H%2BtaK%2BzJ0mUyCMtjvWQ1y%2FqPmcBg02Mo9NEBJb16%2Fm9IV3YTKXK54AwKP%2BpXVkhaZg%3D%3D

Top URLs in Tweet in G3:
[24] https://secure.actblue.com/donate/ronbegone_social_twitter
[24] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[17] https://www.alternet.org/2021/09/desantis-2655020190/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[13] https://www.rawstory.com/florida-desantis-coronavirus/?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.alternet.org/2021/09/desantis-2655023261/?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.rawstory.com/florida-desantis-coronavirus/
[8] https://trib.al/pyYKrJ0
[7] https://twitter.com/scontorno/status/1437438175065018369
[6] https://www.rawstory.com/orlando-sentinel-court-politics-florida/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[66] https://www.businessinsider.com/florida-gov-ron-desantis-let-a-man-falsely-claim-covid-vaccine-changes-your-rna-2021-9
[38] https://www.tampabay.com/news/florida-politics/2021/09/13/speakers-at-desantis-event-share-vaccine-misinformation/
[36] https://florida.gop/birthday-governor-2021/
[29] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[25] https://twitter.com/kevincate/status/1437461661724590082
[23] https://www.tampabay.com/news/florida-politics/2021/09/13/desantis-threatens-millions-in-fines-for-cities-and-counties-for-vaccine-mandates/
[23] https://floridapolitics.com/archives/457396-gov-desantis-didnt-remember-hearing-vax-misinformation-at-his-own-press-conference/
[15] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[13] https://www.npr.org/2021/09/10/1036023973/covid-19-unvaccinated-deaths-11-times-more-likely?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[11] https://thefloridachannel.org/

Top URLs in Tweet in G5:
[28] https://www.rawstory.com/florida-desantis-coronavirus/
[18] https://www.businessinsider.com/florida-gov-ron-desantis-let-a-man-falsely-claim-covid-vaccine-changes-your-rna-2021-9
[13] http://www.msn.com/en-us/health/medical/gov-ron-desantis-let-a-man-falsely-claim-the-covid-19-vaccine-changes-your-rna-during-an-anti-vaccine-mandate-press-conference-in-florida/ar-AAOp5bb?ocid=st
[12] https://twitter.com/kylegriffin1/status/1437747962218565641
[12] http://www.msn.com/en-us/news/politics/desantis-anti-vaccine-mandate-event-turned-anti-vaccine-real-quick/vi-AAOpgAZ?ocid=st
[11] https://www.tampabay.com/news/florida-politics/2021/09/13/speakers-at-desantis-event-share-vaccine-misinformation/
[9] https://www.nbcnews.com/politics/politics-news/florida-gov-desantis-threatens-heavy-fines-local-governments-impose-vaccine-n1279113
[9] https://miami.cbslocal.com/2021/09/14/miami-beach-mayor-dan-gelber-slammed-ron-desantis-ban-requiring-employee-covid-vaccinations/
[8] https://www.newsweek.com/desantis-warns-businesses-who-follow-bidens-vaccine-mandate-will-fined-5k-per-employee-1628677
[8] https://www.dailykos.com/stories/2021/9/13/2051961/-Federal-judge-strikes-down-Ron-DeSantis-anti-protest-law-as-unconstitutional

Top URLs in Tweet in G6:
[10] https://www.businessinsider.com/florida-gov-ron-desantis-let-a-man-falsely-claim-covid-vaccine-changes-your-rna-2021-9
[10] https://www.rawstory.com/florida-desantis-coronavirus/
[6] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[6] https://www.thebulwark.com/desantis-press-conference-spreads-anti-vax-falsehood/
[5] http://www.msn.com/en-us/health/medical/gov-ron-desantis-let-a-man-falsely-claim-the-covid-19-vaccine-changes-your-rna-during-an-anti-vaccine-mandate-press-conference-in-florida/ar-AAOp5bb?ocid=st
[4] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html
[3] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[3] https://trib.al/pyYKrJ0
[3] https://www.sun-sentinel.com/opinion/editorials/fl-op-edit-desantis-rejects-federal-food-program-20210910-kpjf4fj2afdrjj2jeidpd66daa-story.html
[3] https://thehill.com/homenews/state-watch/572019-desantis-local-governments-will-face-5k-fine-for-vaccine-mandates

Top URLs in Tweet in G7:
[110] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html
[37] https://thehill.com/homenews/state-watch/572019-desantis-local-governments-will-face-5k-fine-for-vaccine-mandates
[25] https://www.businessinsider.com/florida-gov-ron-desantis-let-a-man-falsely-claim-covid-vaccine-changes-your-rna-2021-9
[25] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[11] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[10] https://trib.al/pyYKrJ0
[9] https://www.rawstory.com/florida-desantis-coronavirus/
[7] https://twitter.com/jayobtv/status/1437474927297409026
[4] https://twitter.com/scontorno/status/1437435079861604358
[3] https://twitter.com/numbersmuncher/status/1437485001805864962

Top URLs in Tweet in G8:
[116] https://twitter.com/jayobtv/status/1437474927297409026
[39] https://twitter.com/RonnyJacksonTX/status/1437790880736464908
[35] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[27] https://www.cnn.com/2021/09/13/politics/ron-desantis-vaccine-mandate-fine-florida/index.html
[19] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html
[15] https://twitter.com/anthonycwalker/status/1437799322314215425
[12] https://trib.al/pyYKrJ0
[6] https://twitter.com/KevinCate/status/1437461661724590082
[6] https://popular.info/p/before-florida-covid-surge-major
[4] https://www.rawstory.com/florida-desantis-coronavirus/

Top URLs in Tweet in G9:
[42] https://trib.al/Wd3Ft6o
[36] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[27] https://twitter.com/msnbc/status/1437634986111377409
[24] https://bipartisanreport.com/2021/09/11/federal-department-of-civil-rights-opens-investigation-into-ron-desantis/
[21] https://twitter.com/NumbersMuncher/status/1437485001805864962
[17] https://twitter.com/peterschorschfl/status/1437815209536667658
[15] https://share.demcastusa.com/campaign/8940F0EF-BC7A-45B4-85C4-599ABE4C2ADA/static?url=aHR0cHM6Ly9kZW1jYXN0dXNhLmNvbS8yMDIxLzA5LzEzL3BheS10by1wbGF5b3JwYW5kZXJpbmdlaXRoZXJ3YXlkZXNhbnRpc2hhc2ZhaWxlZGZsb3JpZGEv&image_id=79526E5B-7BE6-439F-804A-E90B85704856&social_network=twitter&link_caption=UmVhZCBhbGwgYWJvdXQgaXQh
[14] https://www.theatlantic.com/politics/archive/2021/06/michigan-republican-truth-election-fraud/619326/
[12] https://twitter.com/CBSMiami/status/1437740468125814784
[11] https://www.tampabay.com/news/florida-politics/2021/09/13/desantis-threatens-millions-in-fines-for-cities-and-counties-for-vaccine-mandates/

Top URLs in Tweet in G10:
[272] https://trib.al/pyYKrJ0
[27] https://www.msnbc.com/all-in/watch/desantis-anti-vaccine-mandate-event-turned-anti-vaccine-real-quick-120796741608
[23] https://popular.info/p/desantis-embraces-anti-vaccine-conspiracy
[5] https://popular.info/p/before-florida-covid-surge-major
[4] https://trib.al/raD7JWz
[3] https://www.msnbc.com/all-in/watch/florida-s-ron-desantis-anti-vaccine-mandate-event-turned-anti-vaccine-real-quick-120796741608
[2] https://trib.al/DBjx3qu
[2] https://trib.al/sjeQbTy
[2] https://www.thedailybeast.com/joe-biden-makes-like-ron-desantis-and-tries-to-bully-the-locals?ref=author
[2] https://www.sun-sentinel.com/news/florida/fl-ne-nsf-justices-back-grim-reaper-lawyer-covid-desantis-20210913-hwdr6qypuffdzdy5rgnbd23ov4-story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1257] popular.info
[1254] twitter.com
[815] trib.al
[354] cnn.com
[251] sun-sentinel.com
[229] thefloridachannel.org
[205] rawstory.com
[171] businessinsider.com
[167] tampabay.com
[136] citizensforethics.org

Top Domains in Tweet in G1:
[939] popular.info
[181] thefloridachannel.org
[60] twitter.com
[54] facebook.com
[29] dailywire.com
[28] washingtonpost.com
[20] nymag.com
[19] cbsnews.com
[15] sun-sentinel.com
[13] cnn.com

Top Domains in Tweet in G2:
[15] thefloridachannel.org
[14] twitter.com
[6] facebook.com
[5] theepochtimes.com
[3] gettr.com
[3] thefederalist.com
[2] rairfoundation.com
[2] notthebee.com
[2] newsmax.com
[1] oann.com

Top Domains in Tweet in G3:
[37] twitter.com
[30] alternet.org
[28] rawstory.com
[25] popular.info
[24] actblue.com
[16] cnn.com
[13] trib.al
[7] sun-sentinel.com
[7] tampabay.com
[5] businessinsider.com

Top Domains in Tweet in G4:
[140] twitter.com
[76] tampabay.com
[66] businessinsider.com
[36] florida.gop
[35] trib.al
[35] popular.info
[31] floridapolitics.com
[23] politico.com
[18] cnn.com
[16] sun-sentinel.com

Top Domains in Tweet in G5:
[182] twitter.com
[63] msn.com
[34] rawstory.com
[21] yahoo.com
[20] aol.com
[19] cnn.com
[19] apple.news
[19] washingtonpost.com
[19] tampabay.com
[18] businessinsider.com

Top Domains in Tweet in G6:
[11] rawstory.com
[10] businessinsider.com
[9] popular.info
[7] twitter.com
[7] cnn.com
[7] sun-sentinel.com
[6] thebulwark.com
[6] msn.com
[3] trib.al
[3] thehill.com

Top Domains in Tweet in G7:
[111] sun-sentinel.com
[37] thehill.com
[31] twitter.com
[27] popular.info
[25] businessinsider.com
[16] trib.al
[15] cnn.com
[10] rawstory.com
[6] alternet.org
[5] politico.com

Top Domains in Tweet in G8:
[193] twitter.com
[41] popular.info
[29] cnn.com
[21] sun-sentinel.com
[14] trib.al
[5] rawstory.com
[5] huffpost.com
[3] cbslocal.com
[3] msn.com
[3] thehill.com

Top Domains in Tweet in G9:
[117] twitter.com
[51] trib.al
[37] popular.info
[24] bipartisanreport.com
[22] sun-sentinel.com
[16] demcastusa.com
[15] tampabay.com
[14] theatlantic.com
[14] cbslocal.com
[11] wctv.tv

Top Domains in Tweet in G10:
[281] trib.al
[33] msnbc.com
[28] popular.info
[6] twitter.com
[3] tampabay.com
[3] cnn.com
[2] thedailybeast.com
[2] sun-sentinel.com
[2] cbsnews.com
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[175] onev1
[170] deathsantis
[170] demvoice1
[146] stopbidentyranny
[144] desantis
[140] wtpblue
[111] demcast
[105] floride
[104] votenoontherecall
[102] fresh



Top Hashtags in Tweet in G1:
[15] desantis
[10] deathsantis
[9] florida
[8] onev1
[7] demcastfl
[5] freshvoicesrise
[4] tuesdayvibe
[4] votenoontherecall
[4] gopdeathcult
[4] smartnews

Top Hashtags in Tweet in G2:
[1] floride
[1] stopbidentyranny

Top Hashtags in Tweet in G3:
[60] becauseflorida
[4] deathsantis
[2] onev1
[2] ineptitude
[2] covid19
[1] demcastfl
[1] insurrection
[1] holdhimaccountable
[1] removeron
[1] txlege

Top Hashtags in Tweet in G4:
[31] florida
[29] deathsantis
[24] flapol
[23] desantis
[14] covid
[8] coronavirus
[7] onev1
[7] desantisdestroysflorida
[6] foxnews
[6] demcastfl

Top Hashtags in Tweet in G5:
[44] smartnews
[32] desantis
[20] deathsantis
[17] florida
[8] covid19
[4] biden
[4] news
[4] covid
[4] rondeathsantis
[4] care2

Top Hashtags in Tweet in G6:
[1] desantis
[1] becauseflorida
[1] votenoontherecall
[1] demcast
[1] fresh
[1] wtpblue
[1] demvoice1
[1] onev1
[1] care2
[1] deathsantis

Top Hashtags in Tweet in G7:
[33] deathsantis
[2] smartnews
[2] bluewave2022
[2] desantis
[2] economy
[2] families
[2] covid
[1] florida
[1] covid19
[1] becauseflorida

Top Hashtags in Tweet in G8:
[18] deathsantis
[6] covid19
[6] onev1
[5] smartnews
[5] goptaliban
[5] gopdeathcult
[4] demcastfl
[3] demvoice1
[2] freshvoicesrise
[2] votenoontherecall

Top Hashtags in Tweet in G9:
[146] demvoice1
[140] onev1
[123] wtpblue
[95] demcast
[86] fresh
[80] votenoontherecall
[76] demcastfl
[35] freshvoicesrise
[30] covid
[24] deathsantis

Top Hashtags in Tweet in G10:
[2] ineptitude
[2] voteblue2022
[1] care2

Top Words
Top Words in Tweet in Entire Graph:
[15517] desantis
[10886] florida
[8506] ron
[4419] covid
[3989] vaccine
[3627] gov
[3458] governor
[2619] today
[2344] birthday
[2169] anti

Top Words in Tweet in G1:
[1527] florida
[1233] govrondesantis
[1040] conference
[1033] press
[1027] covid
[969] vaccine
[930] desantis
[890] anti
[854] conspiracy
[852] people

Top Words in Tweet in G2:
[1713] florida
[1285] desantis
[992] gov
[954] breaking
[896] ron
[659] announce
[659] bill
[658] eliminate
[658] standards
[658] assessment

Top Words in Tweet in G3:
[1418] desantis
[1028] today
[759] florida
[635] help
[582] ron
[490] cabinet
[439] don
[380] recall
[377] vote
[375] california

Top Words in Tweet in G4:
[1607] desantis
[956] ron
[667] covid
[634] floridians
[633] florida
[573] birthday
[448] today
[351] died
[325] rondesantisfl
[289] governor

Top Words in Tweet in G5:
[855] desantis
[324] florida
[279] vaccine
[247] ron
[180] gov
[151] covid
[146] governor
[113] mandates
[110] anti
[102] fines

Top Words in Tweet in G6:
[1051] desantis
[702] ron
[550] things
[452] floridians
[431] florida
[362] serial
[309] governor
[291] doing
[278] way
[275] elect

Top Words in Tweet in G7:
[941] birthday
[752] ron
[613] covid
[547] 19
[535] desantis's
[470] today
[437] died
[432] floridians
[410] approximately
[410] 35

Top Words in Tweet in G8:
[1025] florida
[915] desantis
[647] ron
[502] governor
[421] question
[416] public
[415] gop
[410] children
[407] federal
[407] food

Top Words in Tweet in G9:
[806] desantis
[352] gov
[339] florida
[282] ron
[174] covid
[162] newsom
[160] vaccines
[146] #demvoice1
[140] governor
[140] #onev1

Top Words in Tweet in G10:
[356] florida
[301] many
[287] gov
[285] state
[284] mandates
[282] mask
[282] county
[281] ban
[281] republican
[280] judge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7413] ron,desantis
[1995] died,covid
[1964] press,conference
[1950] gov,ron
[1845] covid,19
[1685] governor,ron
[1574] anti,vaccine
[1381] conference,anti
[1308] held,press
[1133] conspiracy,theorists

Top Word Pairs in Tweet in G1:
[1031] press,conference
[863] anti,vaccine
[850] vaccine,conspiracy
[849] conspiracy,theorists
[844] died,covid
[812] conference,anti
[810] held,press
[807] many,people
[807] covid,florida
[806] people,died

Top Word Pairs in Tweet in G2:
[896] ron,desantis
[670] gov,ron
[658] announce,bill
[658] bill,eliminate
[658] eliminate,florida
[658] florida,standards
[658] standards,assessment
[658] assessment,final
[658] final,step
[658] common,core

Top Word Pairs in Tweet in G3:
[520] ron,desantis
[375] desantis,california
[374] don,desantis
[374] california,vote
[374] vote,recall
[374] recall,today
[328] press,conference
[318] conference,anti
[279] desantis,office
[278] ronbegone,grassroots

Top Word Pairs in Tweet in G4:
[839] ron,desantis
[326] died,covid
[296] birthday,today
[246] floridians,died
[227] desantis,rondesantisfl
[226] wanted,send
[226] send,ron
[226] rondesantisfl,nice
[226] nice,big
[226] big,fuck

Top Word Pairs in Tweet in G5:
[224] ron,desantis
[94] gov,desantis
[87] vaccine,mandates
[79] covid,19
[73] gov,ron
[68] desantis,threatens
[67] vaccine,mandate
[65] florida,gov
[64] local,governments
[62] anti,vaccine

Top Word Pairs in Tweet in G6:
[652] ron,desantis
[275] floridians,elect
[275] elect,governor
[275] governor,doing
[275] doing,things
[275] things,killed
[275] killed,way
[275] way,desantis
[275] desantis,things
[275] things,'22

Top Word Pairs in Tweet in G7:
[547] covid,19
[529] ron,desantis's
[529] desantis's,birthday
[434] died,covid
[416] today,ron
[410] birthday,approximately
[410] approximately,35
[410] 35,972
[410] 972,floridians
[410] floridians,reportedly

Top Word Pairs in Tweet in G8:
[592] ron,desantis
[430] governor,ron
[419] florida,governor
[406] food,aid
[405] denied,access
[405] access,presser
[405] presser,public
[405] public,meeting
[405] meeting,doral_academy
[405] doral_academy,florida

Top Word Pairs in Tweet in G9:
[262] ron,desantis
[139] florida,gov
[114] gov,desantis
[107] #wtpblue,#demvoice1
[104] save,lives
[90] desantis,california
[82] #fresh,#wtpblue
[80] cali,governor
[80] governor,newsom
[80] newsom,isn

Top Word Pairs in Tweet in G10:
[282] county,state
[279] ban,mask
[278] judge,ruled
[278] ruled,florida
[278] florida,immediately
[278] immediately,stop
[278] stop,enforcing
[278] enforcing,gov
[278] gov,desantis'
[278] desantis',ban

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@kylegriffin1
@acosta
@juddlegum
@mollyjongfast
@charliecrist
@brando_desantis
@nbcnews
@cnn
@thehill

Top Replied-To in G1:
@govrondesantis
@juddlegum
@babetruth2
@jayobtv
@annette_taddeo
@marcorubio
@joncoopertweets
@chasinggrapes
@cbsnews
@flcaseydesantis

Top Replied-To in G2:
@alwebbj
@oregontider
@govrondesantis
@headsup44
@scorpiongoddes7

Top Replied-To in G3:
@nikkifried
@acosta
@aaronparnas
@ron_begone
@marston4ca42
@tomthunkitsmind
@bricebarnes
@realtuckfrumper
@jakesmi36103260
@cnnpolitics

Top Replied-To in G4:
@kylegriffin1
@feeltheteal
@flcaseydesantis
@rvawonk
@govrondesantis
@quotedigging
@cathynottoday
@christinapushaw
@juddlegum
@trump_desantis_

Top Replied-To in G5:

Top Replied-To in G6:
@reportsdanews
@chipfranklin
@palmerreport
@debbiez49
@kylegriffin1
@paulcogan
@nikkifried
@govrondesantis
@mayordaniella
@mmpadellan

Top Replied-To in G7:
@scontorno
@rpsagainsttrump
@thedemcoalition
@janepowers1
@mominsweats
@brociouskara
@govrondesantis
@annette_taddeo
@juddlegum
@sandabluedeux

Top Replied-To in G8:
@govrondesantis
@jessicam6946
@kavitapmd
@deathmetalv
@reallyamerican1
@berniemiller8
@cohibasmkr
@kylegriffin1
@goss30goss
@kpjpsp

Top Replied-To in G9:
@maura_resister
@abc
@politicalmath
@numbersmuncher
@lesleyabravanel
@tomaskenn
@jeremynewberger
@flawolffie
@maelie124
@but_rly_tho

Top Replied-To in G10:
@msnbc
@govrondesantis
@juddlegum
@allinwithchris
@dwuhlfelderlaw

Top Mentioned
Top Mentioned in Entire Graph:
@govrondesantis
@doral_academy
@rondesantisfl
@nikkifried
@removeron
@youtube
@gregabbott_tx
@dwuhlfelderlaw
@flcaseydesantis
@kylegriffin1

Top Mentioned in G1:
@govrondesantis
@juddlegum
@pbump
@mmfa
@cbs12
@gop
@joncoopertweets
@marcorubio
@rondesantisfl
@nikkifriedfl

Top Mentioned in G2:
@rebelllkelll
@not_the_bee
@ak49dt
@whobdis
@greg_price11
@alwebbj

Top Mentioned in G3:
@nikkifried
@govrondesantis
@doral_academy
@removeron
@aaronparnas
@maxnordau
@annaforflorida
@betterschoolsfl
@flbaloney
@grandmagrit

Top Mentioned in G4:
@rondesantisfl
@govrondesantis
@flcaseydesantis
@kylegriffin1
@christinapushaw
@aggancarski
@doral_academy
@nikkifried
@flphoenixnews
@jeffsolochek

Top Mentioned in G5:
@gonzalezrafael
@floridianpress

Top Mentioned in G6:
@govrondesantis
@mmpadellan
@bulwarkonline
@ruthsorbello
@highbrow_nobrow
@danamarena
@catmeowtsyd
@newyorker
@growlinatthesun
@reallyamerican1

Top Mentioned in G7:
@removeron
@dwuhlfelderlaw
@govrondesantis
@doral_academy
@scontorno
@carlosgsmith
@freedomtvr
@bencjacobs
@marycdurham51
@rondesantisfl

Top Mentioned in G8:
@doral_academy
@govrondesantis
@ronjohnsonwi
@nikkifried
@removeron
@dwuhlfelderlaw
@anthonycwalker
@davidmweissman
@kodiak149
@patriottakes

Top Mentioned in G9:
@govrondesantis
@politicalmath
@jennifercohn
@numbersmuncher
@mayordangelber
@brookeshafertv
@lulac
@smithsgirl2
@doral_academy
@removeron

Top Mentioned in G10:
@govrondesantis
@msnbc
@chrislhayes
@removeron
@cbsnews
@maddowblog
@ruth44615646
@lmower3
@nikkifried

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@dolartoday
@rashidaldosari
@dichristine
@berkleybearnews
@federicoalves
@monicasloves
@raymond_norman
@cagney1991

Top Tweeters in G1:
@billm9
@inspiteoftrump
@phillip92321
@debilu2
@sar_oso
@amyayers16
@pas5974
@micjojd
@npsusa
@roripierpont1

Top Tweeters in G2:
@starcoreone02
@docwashburn
@mscontrariansci
@franceafrik
@maegan_laporte
@ele9061
@jimboazil
@dianachic1
@clementinagv
@alanlsg

Top Tweeters in G3:
@tomthunkitsmind
@iamforeverblue2
@deansherrys
@jcr914
@abramson1234
@lltwing
@dunnclan
@mhai56
@pghdrew
@buttlersue

Top Tweeters in G4:
@raymond_norman
@lechatnoire4
@vedehimajumdar
@phendricks71
@lindacollins11
@gwydion620
@andreinilla
@tallyannae
@njdoc
@skepmi

Top Tweeters in G5:
@dichristine
@berkleybearnews
@monicasloves
@coopmike48
@strawberryng
@realtorjairo
@mapocoloco
@mdlmurray
@reevynap
@knittingknots

Top Tweeters in G6:
@manmet80
@rhiles2760
@betterw05759703
@pgrandee10
@buffaloon
@wismiss3
@rosiem1919
@carriesweet2017
@loraanem
@ancientbob

Top Tweeters in G7:
@yarosisnancy
@jamestoupin
@princessbravato
@castonchris
@deathtocrazy
@jodotcom
@mdjacksondallas
@squirrel1110
@pink1963dsw
@avonan

Top Tweeters in G8:
@inabster
@menabster
@givemepie360
@metaquest
@only4rm
@ansisegle
@arriadna
@sunnyblondie
@areck0001
@txsleuthusa

Top Tweeters in G9:
@dhinakaranrajan
@govkhan
@princessbibirf_
@coronaupdatebot
@miss_placed_
@jcmarbury
@d_wiggs
@trumpwatchnews
@cathleenkucz
@changetocindy

Top Tweeters in G10:
@stockguy61
@denniskoch10
@linda1746
@royaleight
@dbble5
@mvwinall
@lellingw
@victory1261
@dianerocks52
@eilonwy24