vaccine mandate, Twitter, 9/13/2021 5:44:48 PM, 261926


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vaccine mandate_2021-09-13_08-54-11.xlsx
vaccine mandate_2021-09-13_08-54-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 13, 2021
Short Description:
vaccine mandate via NodeXL https://bit.ly/2Xk0yIN
@mikepompeo
@jackposobiec
@blackwhiteunify
@kylegriffin1
@jrubinblogger
@msnbc
@repthomasmassie
@alwebbj
@siegelgeorge8
@anacabrera

Top hashtags:
#covid19
#iwillnotcomply
#vaccinemandate
#vma
#mugclub
#crowdercomeback

Description:
Description
The graph represents a network of 16,341 Twitter users whose recent tweets contained "vaccine mandate", 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 Monday, 13 September 2021 at 17:23 UTC.

The tweets in the network were tweeted over the 3-hour, 9-minute period from Monday, 13 September 2021 at 12:44 UTC to Monday, 13 September 2021 at 15:54 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 : 16341
Unique Edges : 20702
Edges With Duplicates : 1446
Total Edges : 22148
Number of Edge Types : 5
Retweet : 15395
MentionsInRetweet : 2263
Tweet : 2133
Replies to : 904
Mentions : 1453
Self-Loops : 2183
Reciprocated Vertex Pair Ratio : 0.0025281188731813
Reciprocated Edge Ratio : 0.00504348721115743
Connected Components : 1781
Single-Vertex Connected Components : 1050
Maximum Vertices in a Connected Component : 12918
Maximum Edges in a Connected Component : 18578
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.134419
Graph Density : 7.27720265992599E-05
Modularity : 0.771771
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 16,341 Twitter users whose recent tweets contained "vaccine mandate", 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 Monday, 13 September 2021 at 17:23 UTC.

The tweets in the network were tweeted over the 3-hour, 9-minute period from Monday, 13 September 2021 at 12:44 UTC to Monday, 13 September 2021 at 15:54 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 : vaccine mandate
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:
[805] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[244] https://www.washingtonpost.com/opinions/2021/09/13/bidens-covid-order-big-employers-isnt-unconstitutional-its-ordinary/?tid=ss_tw
[243] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[116] https://trib.al/9ACkeLy
[111] https://trib.al/cBGJJxj
[109] https://www.foxnews.com/health/ny-hospital-baby-deliveries-maternity-workers-quit-covid-19-vaccine-mandate
[104] https://www.detroitnews.com/story/news/local/michigan/2021/09/09/spectrum-health-workers-can-use-natural-immunity-vaccine-mandate-exemption/8262491002/
[98] https://twitter.com/techmo28/status/1437417767481790468
[94] https://www.washingtonpost.com/health/2021/09/12/ny-hospital-babies-vaccine-mandate/
[91] https://thefederalist.com/2021/09/13/desantis-blasts-biden-over-vaccine-mandate-we-dont-live-with-a-one-person-rule-in-this-country/

Top URLs in Tweet in G1:
[3] https://notthebee.com/article/the-cdc-website-actually-says-that-the-government-cant-mandate-the-covid-19-vaccine-
[3] https://www.newsweek.com/joe-biden-vaccine-mandate-immunologist-regrets-vote-1628414
[2] https://www.foxnews.com/politics/congress-exempt-biden-covid-19-vaccine-mandate
[2] https://link.theepochtimes.com/mkt_app/lapd-employees-file-federal-lawsuit-against-city-over-vaccine-mandate_3989591.html?utm_source=appan2028130
[2] https://www.amny.com/coronavirus/city-starts-enforcing-covid-vaccine-mandate-at-indoor-venues-monday/amp/?__twitter_impression=true
[2] https://www.foxnews.com/politics/psaki-stands-by-employer-vaccine-mandate-while-illegal-immigrants-remain-unvaccinated-thats-correct
[1] https://beforeitsnews.com/eu/2021/09/the-great-walkout-is-starting-against-the-vaccine-mandate-2676762.html
[1] https://www.conservativehq.org/post/biden-s-vaccine-mandate-mahatma-gandhi-s-lesson-for-conservatives
[1] https://www.dw.com/p/3yTs0?maca=en-Twitter-sharing
[1] https://m.theepochtimes.com/mkt_app/lapd-employees-file-federal-lawsuit-against-city-over-vaccine-mandate_3989591.html?v=ul

Top URLs in Tweet in G2:
[238] https://www.washingtonpost.com/opinions/2021/09/13/bidens-covid-order-big-employers-isnt-unconstitutional-its-ordinary/?tid=ss_tw
[113] https://trib.al/9ACkeLy
[86] https://www.seattletimes.com/business/delta-air-says-new-covid-19-policy-is-boosting-worker-vaccinations/
[67] https://www.businessinsider.com/chicago-parents-1000-stipends-labor-shortage-bus-drivers-school-starting-2021-9
[60] https://baltimore.cbslocal.com/2021/08/31/hospital-worker-quits-as-maryland-vaccine-mandate-set-to-take-effect-baltimore-city-to-require-employee-vaccinations/
[56] https://www.whitehouse.gov/covidplan/
[52] https://trib.al/qyu2Sun
[50] https://www.nytimes.com/2021/09/12/us/politics/vaccine-mandates-republicans.html
[39] https://trib.al/swhwVX5
[38] https://www.reuters.com/business/healthcare-pharmaceuticals/qiagen-supports-white-house-covid-19-vaccination-test-mandate-2021-09-10/

Top URLs in Tweet in G3:
[38] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[12] https://dailycaller.com/2021/09/13/scott-gottlieb-joe-biden-vaccine-mandate-osha-overtly-political/
[7] https://trib.al/cBGJJxj
[6] https://thefederalist.com/2021/09/13/desantis-blasts-biden-over-vaccine-mandate-we-dont-live-with-a-one-person-rule-in-this-country/
[5] https://alphanews.org/state-republican-explains-his-plan-to-fight-bidens-vaccine-mandate/
[4] https://www.detroitnews.com/story/news/local/michigan/2021/09/09/spectrum-health-workers-can-use-natural-immunity-vaccine-mandate-exemption/8262491002/
[4] https://www.msn.com/en-us/news/politics/after-biden-announcement-fauci-predicts-many-many-more-vaccine-mandates-to-compel-enough-americans-to-get-covid-19-shots/ar-AAOnKS2
[4] https://twitter.com/johnpavlovitz/status/1436155809193463810
[4] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[4] https://www.foxnews.com/health/ny-hospital-baby-deliveries-maternity-workers-quit-covid-19-vaccine-mandate

Top URLs in Tweet in G4:
[73] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[27] https://www.foxnews.com/health/ny-hospital-baby-deliveries-maternity-workers-quit-covid-19-vaccine-mandate
[15] https://www.detroitnews.com/story/news/local/michigan/2021/09/09/spectrum-health-workers-can-use-natural-immunity-vaccine-mandate-exemption/8262491002/
[15] https://rsbnetwork.com/news/french-protests-against-vaccine-passport-mandate-continue-for-9th-consecutive-weekend/
[11] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[9] https://twitter.com/StephenKing/status/1437168773287583754
[6] https://www.detroitnews.com/story/news/local/michigan/2021/09/09/spectrum-health-workers-can-use-natural-immunity-vaccine-mandate-exemption/8262491002/?fbclid=IwAR3A3nrBzBX1bGjNR3xUad6Jr39TyQVFuK4Vktk0XyJlVaMUeP2UrT47On0
[4] https://www.iwv.org/campaign/safeborderspetition/
[4] https://trib.al/cBGJJxj
[4] https://gettr.com/post/pax2tne5c1

Top URLs in Tweet in G5:
[37] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[35] https://www.foxnews.com/politics/congress-exempt-biden-covid-19-vaccine-mandate
[19] https://www.nytimes.com/2021/09/12/us/politics/vaccine-mandates-republicans.html
[18] https://www.huffpost.com/entry/fauci-vaccine-mandate-air-travel_n_613ebbebe4b09519c50641c8
[16] https://www.theblaze.com/news/vaccine-mandate-ethics-professor-video
[16] https://www.rawstory.com/im-standing-in-the-way-alabama-governor-channels-george-wallace-in-opposing-biden-vaccine-mandate/
[15] https://www.npr.org/2021/09/13/1036521499/covid-workers-resign-new-york-hospital-stops-baby-delivery
[15] https://www.theepochtimes.com/courts-will-rule-against-biden-on-vaccine-mandate-penalties-alan-dershowitz_3993461.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[15] https://www.newsweek.com/joe-biden-vaccine-mandate-immunologist-regrets-vote-1628414
[10] https://news.yahoo.com/gop-seethes-biden-mandate-even-114322019.html

Top URLs in Tweet in G6:
[607] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[26] https://abc7chicago.com/covid-vaccine-mandate-biden-speech-federal-workers-vaccines/11015455/
[25] https://nypost.com/2021/08/25/pba-president-patrick-j-lynch-to-sue-nyc-over-covid-19-vaccine-mandate/
[12] https://summit.news/2021/09/13/white-house-to-announce-more-covid-measures-this-week-despite-vaccine-mandate-backlash/
[11] https://www.washingtonpost.com/health/2021/09/12/ny-hospital-babies-vaccine-mandate/
[6] https://wjla.com/news/nation-world/california-professor-sues-university-over-vaccine-mandate-citing-natural-immunity-09-01-2021
[5] https://www.foxnews.com/us/california-professor-lawsuit-vaccine-mandate-natural-immunity
[4] https://news.grabien.com/story-biden-admin-dont-worry-wed-never-impose-vaccine-mandate-supe
[3] https://www.theepochtimes.com/mkt_morningbrief/courts-will-rule-against-biden-on-vaccine-mandate-penalties-alan-dershowitz_3993461.html
[2] https://twitter.com/twoquoque/status/1436369433698656258

Top URLs in Tweet in G7:
[95] https://twitter.com/techmo28/status/1437417767481790468
[12] https://twitter.com/ishapiro/status/1437228274833412096
[11] https://www.alternet.org/2021/09/biden-vaccine-2655010281/
[9] https://www.politicususa.com/2021/09/13/arkansas-gop-governor-absurdly-insists-bidens-vaccine-mandate-hardens-resistance-to-vaccines.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=arkansas-gop-governor-absurdly-insists-bidens-vaccine-mandate-hardens-resistance-to-vaccines
[7] https://www.msnbc.com/opinion/biden-s-covid-vaccine-mandate-workers-his-boldest-move-yet-n1278958
[7] https://www.alternet.org/2021/09/biden-vaccine-2655010281/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.rawstory.com/im-standing-in-the-way-alabama-governor-channels-george-wallace-in-opposing-biden-vaccine-mandate/
[5] https://www.washingtonpost.com/health/2021/09/12/ny-hospital-babies-vaccine-mandate/
[4] https://twitter.com/sloyoroll01973/status/1437374085298860038
[3] https://www.okhouse.gov/members/ShowStory.aspx?MediaNewsID=8252

Top URLs in Tweet in G8:
[13] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[5] https://www.nrcc.org/2021/09/13/bidenbordercrisis-vol-111/
[3] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[3] https://www.cnn.com/2021/09/12/health/ny-hospital-pausing-baby-deliveries-covid-19-resignations/index.html
[2] https://dailycaller.com/2021/09/13/scott-gottlieb-joe-biden-vaccine-mandate-osha-overtly-political/
[2] https://www.washingtonexaminer.com/news/postal-workers-subject-to-biden-vaccine-mandate-despite-confusion
[2] https://www.breitbart.com/politics/2021/09/10/trafalgar-group-poll-biden-approval-hits-new-low-after-vaccine-mandate/?utm_source=facebook&utm_medium=social&fbclid=IwAR0sN-0Y6uQs5q0j4962FiotmkhB_UgrNeGeOAWdagga3axmNwJqpdL7xPI
[2] https://www.cbsnews.com/news/ice-ramps-up-vaccination-of-immigrants-in-u-s-custody-but-thousands-have-refused/
[1] https://www.dailywire.com/news/the-numbers-are-in-polling-on-vaccine-mandate-very-bad-news-for-biden?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[1] https://dennismichaellynch.com/report-postal-service-unions-spent-big-on-biden-now-theyre-exempted-from-the-federal-vaccine-mandate/

Top URLs in Tweet in G9:
[14] https://trib.al/Wzf60KE
[12] https://www.washingtonpost.com/opinions/2021/09/10/hyperbolic-gop-reaction-bidens-vaccine-mandate-shows-why-its-necessary/
[10] https://youtu.be/mitJc8r3TKs
[8] https://www.detroitnews.com/story/news/local/michigan/2021/09/09/spectrum-health-workers-can-use-natural-immunity-vaccine-mandate-exemption/8262491002/
[5] https://www.wcjb.com/2021/09/13/desantis-hold-anti-vaccine-mandate-rally-alachua-county/
[4] https://tucson.com/news/local/bidens-mandate-of-covid-rules-for-large-employers-is-legal-arizona-labor-attorneys-say/article_b69cf708-1257-11ec-8db0-97755b15cb97.html
[4] https://www.audacy.com/wccoradio/news/local/osterholm-critical-of-jensen-over-vaccine-sanctuary-status
[4] https://www.theblaze.com/news/congress-exempt-biden-vaccine-mandate#toggle-gdpr
[3] https://www.azag.gov/press-release/ag-brnovich-city-tucsons-covid-19-vaccine-mandate-violates-state-law
[3] https://www.latimes.com/opinion/story/2021-09-08/la-firefighters-police-vaccine-mandate

Top URLs in Tweet in G10:
[88] https://trib.al/cBGJJxj
[78] https://www.outkick.com/fauci-supports-vaccine-mandate-for-air-travel/
[48] https://www.breitbart.com/politics/2021/09/10/trafalgar-group-poll-biden-approval-hits-new-low-after-vaccine-mandate/?utm_source=facebook&utm_medium=social&fbclid=IwAR0sN-0Y6uQs5q0j4962FiotmkhB_UgrNeGeOAWdagga3axmNwJqpdL7xPI
[40] https://www.youtube.com/watch?v=zU297cMJMMI

[40] https://www.blazetv.com/not-live/APz74h7Mpsza-louder-with-crowder--91321?channel=live
[24] https://www.outkick.com/ny-hospital-stops-delivering-babies-after-maternity-staffers-quit-over-vaccine-mandate/?utm_medium=Social&utm_source=Twitter#Echobox=1631515322
[19] https://www.breitbart.com/health/2021/09/13/lapd-officers-file-lawsuit-against-city-over-vaccine-mandate/
[17] https://www.dailymail.co.uk/news/article-9984397/Fauci-says-support-vaccinate-mandates-air-travel-public-schools.html
[10] https://www.theblaze.com/news/vaccine-mandate-ethics-professor-video
[8] https://thehill.com/homenews/state-watch/571895-hospital-says-it-will-stop-delivering-babies-after-maternity-ward

Top Domains
Top Domains in Tweet in Entire Graph:
[846] co.uk
[560] trib.al
[411] washingtonpost.com
[405] twitter.com
[392] newsweek.com
[255] foxnews.com
[188] nytimes.com
[175] theepochtimes.com
[160] breitbart.com
[156] youtube.com

Top Domains in Tweet in G1:
[4] foxnews.com
[4] theepochtimes.com
[4] newsweek.com
[3] notthebee.com
[2] amny.com
[1] beforeitsnews.com
[1] conservativehq.org
[1] dw.com
[1] theblaze.com
[1] thegatewaypundit.com

Top Domains in Tweet in G2:
[246] washingtonpost.com
[241] trib.al
[86] seattletimes.com
[73] nytimes.com
[68] politicususa.com
[67] businessinsider.com
[60] cbslocal.com
[56] whitehouse.gov
[39] msnbc.com
[38] reuters.com

Top Domains in Tweet in G3:
[38] co.uk
[12] dailycaller.com
[8] theepochtimes.com
[8] trib.al
[7] newsweek.com
[7] thefederalist.com
[6] twitter.com
[5] alphanews.org
[5] outkick.com
[4] detroitnews.com

Top Domains in Tweet in G4:
[73] co.uk
[28] foxnews.com
[21] detroitnews.com
[15] rsbnetwork.com
[13] newsweek.com
[10] twitter.com
[4] iwv.org
[4] trib.al
[4] gettr.com
[4] thegatewaypundit.com

Top Domains in Tweet in G5:
[60] newsweek.com
[59] twitter.com
[49] foxnews.com
[46] theepochtimes.com
[34] nytimes.com
[24] npr.org
[23] theblaze.com
[21] huffpost.com
[19] cnn.com
[19] rawstory.com

Top Domains in Tweet in G6:
[607] co.uk
[26] abc7chicago.com
[25] nypost.com
[12] summit.news
[11] washingtonpost.com
[8] theepochtimes.com
[6] wjla.com
[5] twitter.com
[5] foxnews.com
[4] detroitnews.com

Top Domains in Tweet in G7:
[114] twitter.com
[18] alternet.org
[11] politicususa.com
[7] msnbc.com
[7] trib.al
[6] rawstory.com
[6] washingtonpost.com
[5] newsweek.com
[4] cbslocal.com
[3] okhouse.gov

Top Domains in Tweet in G8:
[13] co.uk
[5] nrcc.org
[3] newsweek.com
[3] washingtonexaminer.com
[3] cnn.com
[2] dailycaller.com
[2] breitbart.com
[2] cbsnews.com
[1] dailywire.com
[1] dennismichaellynch.com

Top Domains in Tweet in G9:
[14] washingtonpost.com
[14] trib.al
[10] youtu.be
[9] twitter.com
[8] detroitnews.com
[7] newsweek.com
[5] foxnews.com
[5] wcjb.com
[5] reuters.com
[5] theblaze.com

Top Domains in Tweet in G10:
[102] outkick.com
[88] trib.al
[82] breitbart.com
[42] youtube.com
[40] blazetv.com
[17] co.uk
[13] theblaze.com
[9] thehill.com
[9] westernjournal.com
[6] newsweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] covid19
[50] iwillnotcomply
[44] vaccinemandate
[43] vma
[43] mugclub
[43] crowdercomeback
[40] onev1
[40] vaccine
[30] wevegotacountrytosave
[30] getvaccinated



Top Hashtags in Tweet in G1:
[1] justsayno

Top Hashtags in Tweet in G2:
[14] covid19
[11] covidmandate
[11] demvoice1
[9] ncpol
[3] gapol
[3] truthlovejustice
[3] realworldwonderwoman
[3] drharmony
[3] mentalhealthmatters
[1] getvaccinatednow

Top Hashtags in Tweet in G3:
[5] fbiden
[4] iwillnotcomply
[3] vma
[3] mugclub
[3] crowdercomeback
[1] hypocritical
[1] oann
[1] donotcomply
[1] nomandates

Top Hashtags in Tweet in G4:
[1] wevegotacountrytosave
[1] nomandates

Top Hashtags in Tweet in G5:
[19] vaccine
[17] vaccinemandate
[13] covid19
[12] news
[12] foxnews
[10] covid
[7] mandate
[6] newsbreak
[5] vaccinepassports
[5] coronavirus

Top Hashtags in Tweet in G6:
[26] wevegotacountrytosave
[5] foxnews
[4] magic
[4] bidenmustgo

Top Hashtags in Tweet in G7:
[13] votenoonrecall
[5] ny21
[3] wiright
[1] removeron
[1] deathsantis
[1] terroristtrump
[1] goppedoring
[1] wiunion
[1] wipolitics

Top Hashtags in Tweet in G8:
[5] bidenbordercrisis
[1] ampfw

Top Hashtags in Tweet in G9:
[15] vaccinemandate
[5] covid19
[3] lapd
[3] lafd
[3] vaccinemandates
[2] outsidethebeltway
[2] wearethepeople
[2] occupythemedia
[2] newsbreak
[2] immunologist

Top Hashtags in Tweet in G10:
[40] vma
[40] mugclub
[40] crowdercomeback
[6] vaccinepassports
[6] covid19
[1] fbiden
[1] fakenews
[1] crowder
[1] fauci
[1] cnn

Top Words
Top Words in Tweet in Entire Graph:
[18431] vaccine
[17561] mandate
[8363] biden
[4309] unconstitutional
[3935] period
[3931] proposal
[2457] breaking
[2312] against
[2193] over
[2138] covid

Top Words in Tweet in G1:
[3170] vaccine
[3169] mandate
[3142] biden
[3137] proposal
[3137] period
[3135] unconstitutional
[12] federal
[12] mikepompeo
[9] employees
[7] pass

Top Words in Tweet in G2:
[2041] vaccine
[1826] mandate
[871] dr
[809] president
[717] biden's
[698] make
[677] general
[673] schools
[656] take
[655] stay

Top Words in Tweet in G3:
[1858] mandate
[1701] vaccine
[1391] biden
[984] against
[891] illegal
[889] judiciary
[889] committee
[889] budget
[889] reconciliation
[889] hearing

Top Words in Tweet in G4:
[1614] vaccine
[1596] mandate
[1024] breaking
[637] covid
[623] 19
[477] hospital
[466] employees
[455] two
[455] sheriffs
[455] arkansas

Top Words in Tweet in G5:
[955] vaccine
[931] mandate
[336] biden
[220] covid
[168] over
[147] 19
[131] hospital
[121] congress
[109] workers
[106] exempt

Top Words in Tweet in G6:
[915] vaccine
[885] mandate
[636] public
[620] breaking
[616] fauci
[616] air
[616] travel
[615] demands
[615] schools
[196] biden

Top Words in Tweet in G7:
[999] vaccine
[733] employees
[731] 30
[714] mandate
[399] general
[375] over
[373] hospital
[370] refuse
[370] those
[369] ny

Top Words in Tweet in G8:
[830] biden
[512] mandate
[511] vaccine
[378] border
[374] postal
[374] service
[374] political
[373] push
[373] thousands
[373] southern

Top Words in Tweet in G9:
[279] mandate
[268] vaccine
[121] job
[119] don
[73] federal
[71] vaccines
[68] biden
[67] order
[65] need
[64] potus

Top Words in Tweet in G10:
[480] vaccine
[392] mandate
[155] federal
[130] against
[115] biden's
[110] officers
[108] lapd
[107] lawsuit
[106] unconstitutional
[91] police

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15455] vaccine,mandate
[5630] biden,vaccine
[3926] mandate,proposal
[3923] proposal,unconstitutional
[3922] unconstitutional,period
[1516] biden's,vaccine
[1364] over,vaccine
[1335] covid,19
[1136] 19,vaccine
[1045] vaccine,mandates

Top Word Pairs in Tweet in G1:
[3160] vaccine,mandate
[3137] biden,vaccine
[3137] mandate,proposal
[3135] proposal,unconstitutional
[3135] unconstitutional,period
[6] federal,employees
[5] covid,19
[5] 19,vaccine
[5] usps,pass
[5] pass,vaccine

Top Word Pairs in Tweet in G2:
[1483] vaccine,mandate
[654] biden's,vaccine
[653] surgeon,general
[652] president,biden's
[652] make,sure
[651] general,dr
[651] dr,vivek
[651] vivek,murthy
[651] murthy,tells
[651] tells,abc

Top Word Pairs in Tweet in G3:
[1506] vaccine,mandate
[889] biden,illegal
[889] illegal,vaccine
[889] judiciary,committee
[889] budget,reconciliation
[752] against,biden
[747] believe,vote
[747] vote,against
[747] mandate,judiciary
[747] committee,course

Top Word Pairs in Tweet in G4:
[1562] vaccine,mandate
[623] covid,19
[622] 19,vaccine
[459] mandate,employees
[455] breaking,two
[455] two,sheriffs
[455] sheriffs,arkansas
[455] arkansas,won
[455] won,enforce
[455] enforce,covid

Top Word Pairs in Tweet in G5:
[724] vaccine,mandate
[145] covid,19
[120] over,vaccine
[118] biden,vaccine
[106] 19,vaccine
[73] biden's,vaccine
[66] delivering,babies
[66] quit,over
[62] stop,delivering
[61] hospital,stop

Top Word Pairs in Tweet in G6:
[858] vaccine,mandate
[616] air,travel
[615] fauci,demands
[615] demands,vaccine
[615] mandate,air
[615] travel,public
[615] public,schools
[607] breaking,fauci
[155] biden,vaccine
[110] mandate,proposal

Top Word Pairs in Tweet in G7:
[730] 30,employees
[587] vaccine,mandate
[367] employees,refuse
[366] over,vaccine
[365] breaking,lewis
[365] lewis,county
[365] county,general
[365] general,hospital
[365] hospital,ny
[365] ny,announced

Top Word Pairs in Tweet in G8:
[500] vaccine,mandate
[447] biden,vaccine
[374] postal,service
[373] southern,border
[372] thousands,coming
[372] required,vaccinated
[372] vaccinated,tested
[371] quick,easy
[371] easy,tell
[371] tell,expose

Top Word Pairs in Tweet in G9:
[200] vaccine,mandate
[64] qualify,job
[57] don,don
[56] talk,vaccine
[56] mandate,simply
[56] simply,put
[56] put,federal
[56] federal,job
[56] job,privilege
[56] privilege,required

Top Word Pairs in Tweet in G10:
[380] vaccine,mandate
[107] lapd,officers
[88] six,angeles
[88] angeles,police
[88] police,department
[88] department,lapd
[88] officers,filed
[88] filed,federal
[88] federal,lawsuit
[88] lawsuit,saturday

Top Replied-To
Top Replied-To in Entire Graph:
@stephenking
@atthehague
@gopleader
@duanele35866417
@jackposobiec
@potus
@_leratomabuza
@ryanlcooper
@arlenparsa
@rwmalonemd

Top Replied-To in G1:
@mikepompeo
@weseethetruth17
@jmqmexe
@tiggertwo4

Top Replied-To in G2:
@davidfrum
@sruhle
@kylegriffin1
@edtruman3
@anacabrera
@ianbremmer
@potus
@govkemp
@cjsmith7880
@caelesto

Top Replied-To in G3:
@repthomasmassie
@judiciarygop
@repstefanik
@lucaluca2727
@moranforkansas
@juliahb1
@emeriticus

Top Replied-To in G4:
@elizbethlmaness
@2cool2jul
@lionelmedia
@inanothermoment

Top Replied-To in G5:

Top Replied-To in G6:
@jackposobiec
@cpamba33
@realpnavarro
@seivwrighttrudy
@peterjordansonb
@stefandg

Top Replied-To in G7:
@arlenparsa
@emeademd
@techmo28
@angry_staffer
@md98101
@realtuckfrumper
@humanraine
@thehowie
@cathynottoday
@laserhodl

Top Replied-To in G8:
@markmeadows
@kparsons60
@realdea12127641
@ohioag

Top Replied-To in G9:
@potus
@joebiden
@funkeymonkey83
@senategop
@presssec
@asp
@stompthegop
@gop
@texlady2
@billkristol

Top Replied-To in G10:
@returnoftheflex
@lizoldbrit
@cook_nealy
@char1devil96
@pgessing
@breitbartnews

Top Mentioned
Top Mentioned in Entire Graph:
@judiciarygop
@repmcclintock
@youtube
@potus
@kavitapmd
@sherylnyt
@tpusa
@benshapiro
@theblaze

Top Mentioned in G1:
@mikepompeo
@dolly29835109

Top Mentioned in G2:
@kavitapmd
@sherylnyt
@politicususa
@secraimondo
@yahoo
@huffpostpol
@msnbc
@govkemp
@morning_joe
@politico

Top Mentioned in G3:
@judiciarygop
@repmcclintock
@tpusa
@benshapiro
@theblaze
@youtube
@swstargal1
@politicususa
@cmo_england

Top Mentioned in G4:
@judiciarygop
@repmcclintock
@marscat10
@rsbnetwork
@chuckcallesto

Top Mentioned in G5:
@politic_talks

Top Mentioned in G6:
@nefertari_25
@jackposobiec
@tweettruth2me
@twinsbus
@cgadamo
@kimimelachumani
@bamaperry
@pastordscott
@laurenboebert
@bette_oh

Top Mentioned in G7:
@angry_staffer
@emilyvirginok
@jvlast
@robtravels
@vetsquare
@kgopinion
@youtube
@thomasdrance
@repthomasmassie
@thehowie

Top Mentioned in G8:
@ohioag
@markmeadows
@realdennislynch
@gop
@gopleader

Top Mentioned in G9:
@potus
@joebiden
@cnn
@jaketapper
@theleadcnn
@maxboot
@whitehouse
@cdcgov
@senronjohnson
@spectrumhealth

Top Mentioned in G10:
@benshapiro
@theblaze
@breitbartnews
@westjournalism
@judiciarygop
@astuttaford
@saeverley
@scrowder
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@knewz_currently
@rashidaldosari
@danielpilotte1
@berkleybearnews
@robinsnewswire
@kamzou08
@zyiteblog
@chris_1791

Top Tweeters in G1:
@souljahsingh
@languillem
@parthpa07241800
@mithu796311
@wardj15
@victoriousnamo
@wadakashiho
@pauloparmm
@pitoloco2021
@silveira2906

Top Tweeters in G2:
@tinamarie_80s
@cagney1991
@rosenchild
@rhiles2760
@dhinakaranrajan
@govkhan
@vedehimajumdar
@sar_oso
@frecklesxx20
@princessbravato

Top Tweeters in G3:
@phildecarolis
@copyofone
@all435reps
@tamzilla_52
@pray_4truth
@cnovelo66
@eclectelectric
@webb_carrie
@sandricsak
@ericmoo91919605

Top Tweeters in G4:
@andreinilla
@gormogons
@elizbethlmaness
@lr_venezuela
@jimw_in_nm
@jimboazil
@ruffusmd
@jmu2012
@lisaannega
@taxpayers1234

Top Tweeters in G5:
@knewz_currently
@berkleybearnews
@robinsnewswire
@kamzou08
@zyiteblog
@chronlaw
@thedextazlab
@usrealitycheck
@davidpapp
@dev_discourse

Top Tweeters in G6:
@bamaperry
@mboksr_maga
@dianachic1
@adudefromnowere
@staythecourse7
@benedictmpwhite
@rlfarrow777
@tony_sanky
@sandrac42595084
@boxcalf1

Top Tweeters in G7:
@yarosisnancy
@cheezwitham
@kak089
@jocowboys87
@multijo1
@ajgma
@cathleenkucz
@buffaloon
@wismiss3
@cindycrum

Top Tweeters in G8:
@jpwilloughby
@melissausais1
@micropan44
@davethedeplorab
@patvgarst
@stephe96
@morgancap
@bamanicky
@yockeywendy
@mathphysics3

Top Tweeters in G9:
@monty_chadha
@walmart
@webehealthy
@gmarie55
@cnn
@xeni
@dstewart541
@pineywoozle
@lott_hayley
@newsnetnews

Top Tweeters in G10:
@patriot_girl_tx
@agueros_henry
@grammy620
@hereiam65094900
@mariabonanno9
@mariaconchita_a
@mkjkimk
@huigen2
@rashad24harris
@dorothyhesp