vaccine mandate, Twitter, 10/24/2021 9:43:02 AM, 264627
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vaccine mandate_2021-10-24_00-50-41.xlsx
vaccine mandate_2021-10-24_00-50-41.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
October 24, 2021
Short Description:
vaccine mandate via NodeXL https://bit.ly/3ju4yOA
@occupydemocrats
@ianmsc
@agstevemarshall
@avengerresister
@patriottakes
@hedgewitchz
@fordnation
@innoutburger
@franklin_graham
@jamesmelville

Top hashtags:
#novaccinepassports
#oann
#cdnpoli
#covid19
#onpoli

Description:
Description
The graph represents a network of 18,224 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 Sunday, 24 October 2021 at 09:13 UTC.

The tweets in the network were tweeted over the 19-hour, 45-minute period from Saturday, 23 October 2021 at 12:05 UTC to Sunday, 24 October 2021 at 07:50 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 : 18224
Unique Edges : 22383
Edges With Duplicates : 1697
Total Edges : 24080
Number of Edge Types : 5
Retweet : 15184
MentionsInRetweet : 3058
Mentions : 2314
Tweet : 2074
Replies to : 1450
Self-Loops : 2163
Reciprocated Vertex Pair Ratio : 0.00381033022861981
Reciprocated Edge Ratio : 0.00759173344580346
Connected Components : 1782
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 14241
Maximum Edges in a Connected Component : 19591
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.733843
Graph Density : 6.42555257644333E-05
Modularity : 0.841265
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18,224 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 Sunday, 24 October 2021 at 09:13 UTC.

The tweets in the network were tweeted over the 19-hour, 45-minute period from Saturday, 23 October 2021 at 12:05 UTC to Sunday, 24 October 2021 at 07:50 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:
[491] https://www.theguardian.com/us-news/2021/oct/20/in-n-out-san-francisco-vaccine-mandate-closes
[432] https://brandnewtube.com/watch/breaking-eu-parliament-opposes-vaccine-mandate-agenda-22-10-2021_42heUX5bLkHAWFm.html
[408] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights
[238] https://www.dailywire.com/news/breaking-daily-wire-signs-allison-williams-ousted-espn-sportscaster-who-resisted-vaccine-mandate
[228] https://www.politico.com/news/2021/10/21/joe-biden-vaccine-mandate-supply-chain-516682
[227] https://www.latimes.com/california/story/2021-10-23/in-n-out-vaccine-mandate
[215] https://www.oann.com/border-patrol-to-fire-up-to-5k-agents-over-vaccine-mandate/
[214] https://www.foxnews.com/politics/arizona-temporary-restraining-order-stop-biden-vaccine-mandate
[169] https://www.diamondandsilk.com/immediately-after-in-n-out-takes-stand-against-vaccine-mandate-praise-erupts-online-for-company/
[139] https://thedcpatriot.com/judge-temporarily-stops-new-yorks-vaccine-mandate-for-healthcare-workers-citing-us-constitution/

Top URLs in Tweet in G1:
[4] https://trib.al/4DfJ8pG
[4] https://datebook.sfchronicle.com/food-drink/shocked-by-in-n-out-burgers-anti-vaccine-mandate-stance-you-shouldnt-be
[2] https://time.com/6109361/australia-covid-vaccine-mandate-owens-cruz/?utm_source=twitter&utm_medium=social&utm_campaign=social-share-article&utm_term=world_australia
[2] https://www.theguardian.com/commentisfree/2021/sep/15/covid-vaccine-mandate-joe-biden
[2] https://www.businessinsider.com/scott-galloway-biden-america-time-for-vaccine-mandate-2021-8?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=
[1] http://www.msn.com/en-us/news/us/ventura-county-parents-community-join-statewide-protests-of-student-covid-19-vaccine-mandate/ar-AAPFZ3n?ocid=st
[1] https://trib.al/nbZXZ7u
[1] https://twitter.com/NYTScience/status/1452088243571339264
[1] https://www.joemygod.com/2021/10/franklin-graham-praises-christian-in-n-out-burger-for-having-the-guts-to-defy-californias-vax-mandate/#disqus_thread

Top URLs in Tweet in G2:
[26] https://www.kmov.com/news/local-icu-doctor-let-go-over-vaccine-mandate-pushes-for-early-outpatient-treatment/article_f169f300-31f0-11ec-91f5-eb56d139d787.html
[10] https://twitter.com/DanWolken/status/1451943315201531912
[9] https://aaronsiri.substack.com/p/help-for-military-members-facing
[4] https://nypost.com/2021/10/20/in-n-out-burger-slams-san-francisco-over-vaccine-mandate/
[3] https://www.theepochtimes.com/mkt_morningbrief/nearly-1900-washington-state-employees-quit-or-were-fired-over-covid-19-vaccine-mandate_4058912.html
[3] https://aaronsiri.substack.com/p/help-for-military-members-facing?r=j91lg&utm_campaign=post&utm_medium=web&utm_source=lcwa
[2] https://www.msn.com/en-us/news/world/dozens-of-general-electric-workers-stage-walkout-to-protest-vaccine-mandate/ar-AAPNKjK
[2] https://nationalfile.com/arizona-governor-candidate-kari-lake-joins-american-airlines-vaccine-mandate-protest-we-demand-our-medical-freedom/
[2] https://www.foxnews.com/politics/arizona-temporary-restraining-order-stop-biden-vaccine-mandate
[2] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634935949

Top URLs in Tweet in G3:
[58] https://thehill.com/policy/healthcare/578117-gop-leaders-escalate-battle-against-covid-19-vaccine-mandates
[49] https://www.washingtonpost.com/world/2021/10/19/ted-cruz-australia-michael-gunner-vaccine/?utm_campaign=wp_main&utm_source=twitter&utm_medium=social
[27] http://www.msn.com/en-us/news/us/business-group-warns-of-mass-layoffs-and-catastrophic-supply-chain-disruptions-from-bidens-vaccine-mandate/ar-AAPPX4p?ocid=st
[26] https://www.cnn.com/videos/us/2021/10/23/miami-private-school-misinformation-vaccines-tuchman-pkg-ac360-vpx.cnn
[8] https://www.mediamatters.org/fox-news/fox-news-relentless-and-outlandish-attacks-every-vaccine-mandate-except-its-own
[5] https://www.washingtonpost.com/us-policy/2021/07/20/biden-delta-coronavirus-economy/
[4] https://www.politico.com/news/magazine/2021/09/08/vaccine-mandate-strong-supreme-court-precedent-510280
[3] https://twitter.com/actbrigitte/status/1451622203703824385
[3] https://www.thedailybeast.com/novak-djokovic-says-he-could-ditch-australian-open-over-vaccine-mandate?via=twitter_page
[3] https://www.lawfareblog.com/whats-status-biden-administrations-workplace-vaccine-mandate

Top URLs in Tweet in G4:
[327] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights
[112] https://deanblundell.com/news/no-scientific-reason-for-lifting-ontario-vaccine-mandate-january-17-but-it-is-his-wifes-birthday-week/
[64] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634935949
[48] https://tnc.news/2021/10/20/justice-centre-to-sue-ontario-government-over-vaccine-passports/
[40] https://twitter.com/ColinDMello/status/1451611980431831041
[18] https://twitter.com/colindmello/status/1451611980431831041
[16] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights/wcm/27947033-49e8-4281-90bb-2c3f96f5fde6/amp/
[14] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights/wcm/27947033-49e8-4281-90bb-2c3f96f5fde6/amp/#click=https://t.co/SM9KGWubtQ
[12] https://twitter.com/VoiceOfFranky/status/1451709375391977481
[9] http://test.An

Top URLs in Tweet in G5:
[27] https://www.foxnews.com/opinion/saphier-children-covid-vaccine-mandate
[24] https://www.latimes.com/california/story/2021-10-23/in-n-out-vaccine-mandate
[17] https://nationalpost.com/news/politics/otoole-does-about-face-on-vaccine-mandate-for-mps-in-commons-now-says-decision-infringes-on-their-rights
[17] https://odysee.com/@Fingerbob:c/BREAKING-EU-PARLEMENT-OPPOSES-VACCINE-MANDATE-AGENDA:4
[15] https://techstartups.com/2021/10/19/top-100-nuclear-scientists-highest-security-clearances-fired-los-alamos-lab-due-vaccine-mandate/
[11] https://brandnewtube.com/watch/breaking-eu-parliament-opposes-vaccine-mandate-agenda-22-10-2021_42heUX5bLkHAWFm.html
[10] https://www.dailywire.com/news/breaking-daily-wire-signs-allison-williams-ousted-espn-sportscaster-who-resisted-vaccine-mandate
[9] https://www.washingtonexaminer.com/news/business/vaccine-mandate-will-have-catastrophic-effect-on-jobs-business-group-warns-biden
[7] https://www.breitbart.com/europe/2021/10/23/france-looks-to-mandate-third-jab-booster-shot-for-vaccine-passports/
[7] https://www.foxbusiness.com/economy/american-airlines-employees-protest-outside-headquarters-over-vaccine-mandate

Top URLs in Tweet in G6:
[22] https://thehill.com/homenews/state-watch/578058-arizona-attorney-general-asks-for-restraining-order-to-block-federal?amp&utm_source=GeorgiaLogCabin
[12] https://www.newsbreak.com/news/2411082211438/business-group-warns-of-mass-layoffs-and-catastrophic-supply-chain-disruptions-from-bidens-vaccine-mandate?s=oldSite&ss=i2
[6] https://www.commdiginews.com/health-science/health/tell-the-fda-no-vaccine-mandate-for-kids-140870/?utm_campaign=shareaholic&utm_medium=facebook&utm_source=socialnetwork&fbclid=IwAR1WserLwlnKkJZj95jL3c6kTf9QaID_jh0Wz9QkHPL1Ukjf3w_hrvOwk7U
[6] https://www.foxnews.com/opinion/saphier-children-covid-vaccine-mandate
[4] https://aaronkheriaty.substack.com/p/legal-update-10521?r=76kom&utm_campaign=post&utm_medium=web&utm_source=
[3] https://thetablet.org/bioethicist-conscience-must-be-protected-in-vaccination-mandate-debate/
[3] https://www.diamondandsilk.com/immediately-after-in-n-out-takes-stand-against-vaccine-mandate-praise-erupts-online-for-company/
[2] https://aaronkheriaty.substack.com/p/unpaid-suspension-from-the-university?r=76kom&utm_campaign=post&utm_medium=web&utm_source=
[2] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[2] https://justthenews.com/politics-policy/coronavirus/arizona-ag-files-amended-lawsuit-attempting-block-federal-vaccine

Top URLs in Tweet in G7:
[476] https://www.theguardian.com/us-news/2021/oct/20/in-n-out-san-francisco-vaccine-mandate-closes
[130] https://www.diamondandsilk.com/immediately-after-in-n-out-takes-stand-against-vaccine-mandate-praise-erupts-online-for-company/
[87] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[87] https://www.wsj.com/articles/covid-19-vaccinations-healthcare-workers-refuse-risk-jobs-11634915929
[10] https://humanevents.com/2021/10/22/indiana-invites-chicago-cops-facing-vaccine-mandate-to-switch-departments/?utm_source=rss&utm_medium=rss&utm_campaign=indiana-invites-chicago-cops-facing-vaccine-mandate-to-switch-departments
[9] https://www1.cbn.com/cbnnews/entertainment/2021/october/im-going-to-hold-on-to-my-faith-espn-reporter-allison-williams-walks-away-from-job-over-covid-vaccine-mandate
[8] https://notthebee.com/article/indiana-state-police-are-attempting-to-recruit-chicago-cops-who-have-been-dismissed-over-the-citys-vaccine-mandate-
[8] https://www.dailywire.com/news/breaking-daily-wire-signs-allison-williams-ousted-espn-sportscaster-who-resisted-vaccine-mandate
[7] https://www.theepochtimes.com/nyc-police-unions-say-they-will-take-legal-action-to-oppose-vaccine-mandate-for-city-workers_4063653.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[7] https://www.foxnews.com/politics/arizona-temporary-restraining-order-stop-biden-vaccine-mandate

Top URLs in Tweet in G8:
[210] https://www.politico.com/news/2021/10/21/joe-biden-vaccine-mandate-supply-chain-516682
[94] https://www.chron.com/politics/article/Gov-Greg-Abbott-anti-vaccine-mandate-interview-16552237.php
[30] https://www.cnn.com/2021/10/22/business/vaccine-supply-chain-biden/index.html
[12] https://www.azfamily.com/news/continuing_coverage/coronavirus_coverage/phoenix-childrens-hospital-sends-email-identifying-unvaccinated-employees/article_0000477a-3390-11ec-a9ce-932ece296bda.html?block_id=997197
[10] https://www.usatoday.com/story/travel/airline-news/2021/10/20/american-southwest-vaccine-mandates-unions-warn-pilot-distraction/6111129001/
[9] https://dailycaller.com/2021/10/19/southwest-airlines-vaccine-mandate-unpaid-leave-covid-19-coronavirus/
[9] https://azfreenews.com/2021/10/raytheons-arizona-employees-resisting-vaccine-mandate/
[9] https://www.azfamily.com/news/politics/arizona-brnovich-restraining-order-to-stop-federal-covid-19-vaccine-mandate/article_9131e082-334a-11ec-a847-aba9eab6b0c4.html
[8] https://www.oann.com/border-patrol-to-fire-up-to-5k-agents-over-vaccine-mandate/
[6] https://www.reuters.com/world/us/us-supreme-court-justice-rejects-challenge-maine-covid-19-vaccine-mandate-2021-10-19/

Top URLs in Tweet in G9:
[364] https://brandnewtube.com/watch/breaking-eu-parliament-opposes-vaccine-mandate-agenda-22-10-2021_42heUX5bLkHAWFm.html
[48] https://unshackledminds.com/breaking-eu-parliament-opposes-vaccine-mandate-agenda/
[24] https://www.youtube.com/watch?v=ELIrh514-0M&feature=youtu.be

[23] https://www.youtube.com/watch?v=xuQiz8iNOwk&feature=youtu.be

[18] https://brandnewtube.com/watch/breaking-eu-parlement-opposes-vaccine-mandate-agenda-22-10-2021_42heUX5bLkHAWFm.html
[8] https://www.breitbart.com/europe/2021/10/23/france-looks-to-mandate-third-jab-booster-shot-for-vaccine-passports/
[6] https://twitchy.com/sarahd-313035/2021/10/22/brilliant-move-daily-wire-snatches-up-sports-reporter-allison-williams-who-left-espn-over-issues-with-vaccine-mandate/
[4] https://timcast.com/news/university-of-denver-introduces-flu-vaccine-mandate/
[3] https://odysee.com/@devrijeomroep:6/eu-parlement-members-oppose-vaccin-mandates:c
[3] https://www.trucknews.com/transportation/vaccine-mandate-could-see-38000-truck-drivers-abandon-cross-border-work-cta/1003154448/

Top URLs in Tweet in G10:
[114] http://www.nws.mx/tv
[39] https://time.com/6109361/australia-covid-vaccine-mandate-owens-cruz/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=world_&linkId=136968353
[31] https://www.newsmax.com/us/south-carolina-vaccine-covid-19-mandate/2021/10/23/id/1041708/
[15] https://www.newsmax.com/newsfront/protest-new-york-city-vaccine-mandate/2021/09/19/id/1037070/?ns_mail_uid=8889bb8a-980b-4f73-8933-7d57bed09635&ns_mail_job=DM258692_09202021&s=acs&dkt_nbr=0105028wcjay
[11] https://time.com/6109361/australia-covid-vaccine-mandate-owens-cruz/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=world_&linkId=136968260
[7] https://time.com/6109361/australia-covid-vaccine-mandate-owens-cruz/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=world_&linkId=136989852
[7] https://www.newsmax.com/us/covid-vaccine-mandate-in-n-out-closed/2021/10/20/id/1041228/
[7] https://odysee.com/@Fingerbob:c/BREAKING-EU-PARLEMENT-OPPOSES-VACCINE-MANDATE-AGENDA:4
[6] https://www.oann.com/border-patrol-to-fire-up-to-5k-agents-over-vaccine-mandate/
[5] https://www.foxnews.com/opinion/saphier-children-covid-vaccine-mandate

Top Domains
Top Domains in Tweet in Entire Graph:
[546] nationalpost.com
[497] theguardian.com
[469] brandnewtube.com
[404] twitter.com
[385] trib.al
[365] oann.com
[344] foxnews.com
[334] dailywire.com
[320] latimes.com
[245] politico.com

Top Domains in Tweet in G1:
[5] trib.al
[4] sfchronicle.com
[2] time.com
[2] theguardian.com
[2] businessinsider.com
[1] msn.com
[1] twitter.com
[1] joemygod.com

Top Domains in Tweet in G2:
[26] kmov.com
[12] substack.com
[11] twitter.com
[4] nypost.com
[3] nationalpost.com
[3] theepochtimes.com
[3] breitbart.com
[2] msn.com
[2] nationalfile.com
[2] oann.com

Top Domains in Tweet in G3:
[59] thehill.com
[55] washingtonpost.com
[27] msn.com
[27] cnn.com
[8] mediamatters.org
[5] bloomberg.com
[4] politico.com
[3] twitter.com
[3] thedailybeast.com
[3] lawfareblog.com

Top Domains in Tweet in G4:
[433] nationalpost.com
[113] deanblundell.com
[89] twitter.com
[48] tnc.news
[9] test.an
[7] cbc.ca
[3] wibw.com
[3] winnipegfreepress.com
[2] brandnewtube.com
[2] unshackledminds.com

Top Domains in Tweet in G5:
[59] twitter.com
[43] foxnews.com
[32] latimes.com
[22] odysee.com
[19] oann.com
[18] brandnewtube.com
[17] nationalpost.com
[17] techstartups.com
[16] foxbusiness.com
[16] thehill.com

Top Domains in Tweet in G6:
[22] thehill.com
[12] newsbreak.com
[6] substack.com
[6] commdiginews.com
[6] foxnews.com
[3] thetablet.org
[3] dailywire.com
[3] oann.com
[3] diamondandsilk.com
[2] washingtonpost.com

Top Domains in Tweet in G7:
[476] theguardian.com
[130] diamondandsilk.com
[87] washingtonpost.com
[87] wsj.com
[24] theepochtimes.com
[19] cbn.com
[10] humanevents.com
[9] dailywire.com
[8] notthebee.com
[8] foxnews.com

Top Domains in Tweet in G8:
[218] politico.com
[97] chron.com
[31] cnn.com
[21] azfamily.com
[13] oann.com
[10] twitter.com
[10] usatoday.com
[9] dailycaller.com
[9] azfreenews.com
[7] foxnews.com

Top Domains in Tweet in G9:
[383] brandnewtube.com
[52] youtube.com
[48] unshackledminds.com
[11] breitbart.com
[6] twitchy.com
[6] townhall.com
[5] odysee.com
[5] twitter.com
[4] timcast.com
[3] bitchute.com

Top Domains in Tweet in G10:
[114] nws.mx
[63] time.com
[54] newsmax.com
[29] foxnews.com
[12] oann.com
[8] odysee.com
[6] twitchy.com
[5] twitter.com
[4] brandnewtube.com
[3] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[375] novaccinepassports
[281] oann
[216] cdnpoli
[171] covid19
[158] onpoli
[147] california
[118] repealthemandate
[116] onev1
[90] demvoice1
[88] wtpblue



Top Hashtags in Tweet in G1:
[3] trump
[3] covingtonboys
[2] gop
[2] maga

Top Hashtags in Tweet in G2:
[2] vaccine
[2] oann
[1] novaccinepassports

Top Hashtags in Tweet in G3:
[111] onev1
[86] demvoice1
[84] wtpblue
[58] dems4usa
[27] fresh
[27] demvoice
[5] democrats
[4] vaccine
[3] foxnews
[3] vaccinemandate

Top Hashtags in Tweet in G4:
[198] cdnpoli
[148] onpoli
[55] vaccineswork
[6] fuckoff
[6] nevervoteconservative
[6] deathcult
[3] mbpoli
[2] novaccinepassports
[2] cdnmuni
[2] novaxpass

Top Hashtags in Tweet in G5:
[12] vaccine
[9] smartnews
[9] covid
[9] covid19
[8] cdnpoli
[7] mandate
[7] vaccinemandate
[6] foxnews
[5] vaccinemandates
[4] newsbreak

Top Hashtags in Tweet in G6:
[9] fjoebiden
[2] oann
[1] lawyerup
[1] repealthemandate
[1] covid1984

Top Hashtags in Tweet in G7:
[19] vaccinemandate
[12] vaccinemandates
[8] vaccinatiedwang
[6] huntingtonbeach
[6] california
[5] newyorkcity
[4] healthcareworkers
[4] oann
[4] supplychain
[4] students

Top Hashtags in Tweet in G8:
[19] covid1984
[6] oann
[3] repealthemandate
[2] christmascrisis
[2] letsgobrandon
[2] prolifeforthewholelife
[2] lawsuit
[2] vaers
[1] novaccinepassports
[1] newsbreak

Top Hashtags in Tweet in G9:
[355] novaccinepassports
[29] nogreenpass
[25] lockdown
[25] money
[25] family
[25] god
[25] love
[24] mentalhealth
[23] cryptocurrency
[7] vaccinepassports

Top Hashtags in Tweet in G10:
[10] oann
[9] hb168
[9] txlege
[4] hd10
[3] novaccinepassports
[2] donotcomply
[2] repealthemandate
[2] recallbiden
[1] lbry
[1] cdnpoli

Top Words
Top Words in Tweet in Entire Graph:
[18173] vaccine
[15817] mandate
[5680] state
[5316] california
[5123] judge
[4278] covid
[3555] over
[2829] news
[2816] anti
[2724] passports

Top Words in Tweet in G1:
[4062] state
[4059] judge
[4057] california
[2098] mandate
[2092] vaccine
[2039] covid
[2035] breaking
[2034] anti
[2032] vaxxer
[2029] decision

Top Words in Tweet in G2:
[2298] vaccine
[2112] lithuania
[2057] passports
[1230] mandate
[1085] mask
[1084] cases
[1084] masks
[1032] based
[1030] mandates
[1030] media

Top Words in Tweet in G3:
[1178] mandate
[1075] vaccine
[810] police
[804] bad
[803] took
[803] rid
[803] officers
[268] california
[267] judge
[265] state

Top Words in Tweet in G4:
[894] vaccine
[879] mandate
[275] lose
[275] job
[271] ontario
[228] rights
[223] national
[214] again
[211] mps
[210] o'toole

Top Words in Tweet in G5:
[838] vaccine
[746] mandate
[150] covid
[114] over
[101] biden
[83] 19
[74] workers
[68] people
[64] mandates
[54] news

Top Words in Tweet in G6:
[900] vaccine
[874] mandate
[677] federal
[660] president
[659] biden
[653] challenging
[653] court
[649] contractor
[649] statement
[79] yes

Top Words in Tweet in G7:
[493] state
[488] innoutburger
[487] police
[481] chain
[477] store
[477] down
[476] hamburger
[476] run
[476] christian
[476] san

Top Words in Tweet in G8:
[656] vaccine
[568] mandate
[261] biden
[244] potus
[240] supply
[239] chain
[227] companies
[217] back
[211] cargo
[211] push

Top Words in Tweet in G9:
[665] vaccine
[443] eu
[410] passports
[391] parliament
[389] against
[376] compulsory
[370] members
[365] human
[363] rights
[361] cross

Top Words in Tweet in G10:
[405] vaccine
[317] mandate
[121] people
[114] having
[113] literally
[113] tom_basile
[112] dignities
[112] incomes
[112] stripped
[112] away

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12608] vaccine,mandate
[2718] covid,vaccine
[2714] vaccine,passports
[2457] prison,guards
[2388] anti,vaxxer
[2375] mandate,prison
[2375] global,pandemic
[2374] judge,approves
[2374] approves,state
[2374] guards,sued

Top Word Pairs in Tweet in G1:
[2088] vaccine,mandate
[2032] covid,vaccine
[2032] anti,vaxxer
[2028] california,judge
[2028] judge,approves
[2028] approves,state
[2028] state,covid
[2028] mandate,prison
[2028] prison,guards
[2028] guards,sued

Top Word Pairs in Tweet in G2:
[2057] vaccine,passports
[1028] cases,lithuania
[1028] lithuania,650
[1028] 650,higher
[1028] higher,sweden
[1028] sweden,lithuania
[1028] lithuania,mask
[1028] mask,mandates
[1028] mandates,unbelievably
[1028] unbelievably,strict

Top Word Pairs in Tweet in G3:
[1005] vaccine,mandate
[803] rid,bad
[803] police,officers
[802] mandate,took
[802] took,rid
[802] bad,police
[133] california,judge
[133] prison,guards
[133] anti,vaxxer
[132] breaking,news

Top Word Pairs in Tweet in G4:
[644] vaccine,mandate
[183] mandate,mps
[172] lose,job
[172] job,over
[171] anyone,thinks
[171] thinks,single
[171] single,federal
[171] federal,employee
[171] employee,going
[171] going,lose

Top Word Pairs in Tweet in G5:
[620] vaccine,mandate
[79] covid,19
[65] over,vaccine
[52] 19,vaccine
[48] vaccine,mandates
[35] covid,vaccine
[31] biden,vaccine
[28] restraining,order
[27] vaccine,kids
[26] dr,saphier

Top Word Pairs in Tweet in G6:
[832] vaccine,mandate
[653] mandate,court
[650] president,biden
[649] challenging,president
[649] biden,federal
[649] federal,contractor
[649] contractor,vaccine
[649] court,statement
[52] yes,yes
[41] breaking,hundreds

Top Word Pairs in Tweet in G7:
[476] hamburger,chain
[476] christian,store
[476] store,san
[476] shut,down
[471] innoutburger,great
[471] great,hamburger
[471] chain,started
[471] started,ca
[471] ca,run
[471] run,christian

Top Word Pairs in Tweet in G8:
[481] vaccine,mandate
[238] supply,chain
[210] push,back
[208] biden,admin
[207] ups,fedex
[207] fedex,air
[207] air,cargo
[207] cargo,companies
[207] companies,begging
[207] begging,biden

Top Word Pairs in Tweet in G9:
[407] vaccine,passports
[376] against,compulsory
[363] human,rights
[358] cross,party
[351] party,members
[351] members,european
[351] european,parliament
[351] parliament,held
[351] held,press
[351] press,conference

Top Word Pairs in Tweet in G10:
[267] vaccine,mandate
[112] people,literally
[112] literally,having
[112] having,dignities
[112] dignities,incomes
[112] incomes,stripped
[112] stripped,away
[112] away,tom_basile
[112] tom_basile,shares
[112] shares,story

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@catturd2
@travistritt
@govrondesantis
@washingtonpost
@jamesmelville
@jmontcalmpook
@vp
@joebiden
@patriottakes

Top Replied-To in G1:
@occupydemocrats
@flenerdwaine
@nytscience

Top Replied-To in G2:
@jillianvanessa7
@lawrenceforbe16
@savageinasuit2
@aaronsirisg

Top Replied-To in G3:
@dkthomp
@seanhannity
@thedailybeast
@tomthunkitsmind
@marshablackburn
@nickadamsinusa
@ryanshead
@avengerresister
@redstate
@angermeier_w

Top Replied-To in G4:
@jmontcalmpook
@prairiecentrist
@naheedd
@zackslater54
@erinotoole
@fordnation
@sunlorrie
@farandwide
@jennifer__elle
@cbcnews

Top Replied-To in G5:

Top Replied-To in G6:
@paulthacker11
@rick_pittman
@trishamomof6
@catherineferen
@canadian259
@agstevemarshall
@wayneh213
@jamessager45

Top Replied-To in G7:
@franklin_graham
@whitehouse
@innoutburger
@drericding
@epochtimes
@united
@bastiantiger

Top Replied-To in G8:
@gregabbott_tx
@vp
@potus
@tedcruz
@highwiretalk
@charliecrist
@oilsforyou
@wendy_mcroberts
@personsname12
@tot3902

Top Replied-To in G9:
@jamesmelville
@chrissaccoccia1
@southwestair
@eliseinicole
@petersweden7
@nadhimzahawi
@sajidjavid
@realmonsanto
@politicsforali
@blnewsmedia

Top Replied-To in G10:
@travistritt
@smerconish
@tuckercarlson
@warrior4ssr007
@marshablackburn
@cnn
@keitholbermann
@donaldjtrumpjr
@jackposobiec

Top Mentioned
Top Mentioned in Entire Graph:
@innoutburger
@potus
@fordnation
@tom_basile
@erinotoole
@latimes
@gustavoarellano
@karilake
@youtube
@nycmayor

Top Mentioned in G1:
@occupydemocrats
@mendiolagrandma

Top Mentioned in G2:
@aaronsirisg
@chastantmark
@katj57
@sarahbeth345
@conceptualjames
@nationalpost
@tom_basile
@theeliklein
@caccioppolimike
@v_valerius_v

Top Mentioned in G3:
@bridgetdooling
@thedailybeast
@rpel77
@spotify
@iamlucretiamott
@prepcoredoug
@antifaoperative
@debbie156

Top Mentioned in G4:
@fordnation
@erinotoole
@cpc_hq
@chrisgnardi
@nationalpost
@naheedd
@rogermarshallmd
@drjacobsrad
@amitaryamd
@ongov

Top Mentioned in G5:
@politic_talks
@rhotwire

Top Mentioned in G6:
@beaud113
@agstevemarshall
@californiaglobe
@patty77026967
@jamessager45
@horroramplified

Top Mentioned in G7:
@innoutburger
@cbnnews
@billdeblasio
@tom_basile
@jairbolsonaro
@potus
@whitehouse
@generalbrnovich
@karilake
@united

Top Mentioned in G8:
@potus
@govabbott
@gregabbott_tx
@ariana_nogrande
@projectlincoln
@delta
@vp
@tedcruz
@catoinstitute
@cdcdirector

Top Mentioned in G9:
@breitbartnews
@twitchyteam
@borisjohnson
@trucknewsmag
@scotgov
@humzayousaf
@johnswinney
@thetimes
@houseofcommons
@sajidjavid

Top Mentioned in G10:
@tom_basile
@foxnews
@braves
@newsmax
@cnn
@dodgers
@tuckercarlson
@bbcnews
@travistritt
@foxnation

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@missb62
@juanmuriangoski
@knewz_currently
@oldlady12345
@americanair
@rashidaldosari
@dichristine
@berkleybearnews

Top Tweeters in G1:
@tomthunkitsmind
@oldlady12345
@monicasloves
@_redfrog
@yarosisnancy
@kenkircher1
@flipthescript8
@betterw05759703
@awelab1956
@meidas_damon

Top Tweeters in G2:
@juanmuriangoski
@patriot_girl_tx
@bolderthanmost
@madrynha2012
@ele9061
@wavetossed
@smokeydogg777
@bigplaincircle
@suliajenifa
@omnipangolin

Top Tweeters in G3:
@missb62
@britpoptarts
@mayirmamay14
@79topper
@teram323tere
@gpwriter
@graceslick77
@hijcp
@davidpsdem
@tallyannae

Top Tweeters in G4:
@1loriking
@joannecangal
@johangreg
@paulstewartii
@frazzling
@pqpolitics
@suepeac
@suestroud
@ruthmkb
@hopealdridge

Top Tweeters in G5:
@pulpnews
@berkleybearnews
@zyiteblog
@andyvermaut
@coopmike48
@syssecserv
@hagiwararyu11
@chronlaw
@usrealitycheck
@davidpapp

Top Tweeters in G6:
@redeemedseven
@ladym3033
@real_stephanie
@heathrodgirs
@sunilkumaraus
@815wrldtrvlr
@pray_4truth
@ruthieredsox
@nvania
@brenner_colleen

Top Tweeters in G7:
@united
@jstines3
@pastorabharris
@nmharley2
@ebscbwi
@nvl1987
@ktyrky1
@mamab_l
@brendag38323989
@influx_divine

Top Tweeters in G8:
@delta
@sddphoto
@oldsalz
@groovy_ky
@lorisums
@frlarousse2
@ecwpunk81
@gumboqueen3030
@adudefromnowere
@nuez_martha

Top Tweeters in G9:
@southwestair
@drdaveanddee
@4tchat
@lyndae222
@tyrelle123
@thesun
@albertarabbit
@toniradjali
@real_dr_roy
@morwennajh

Top Tweeters in G10:
@rashidaldosari
@chris_1791
@httweets
@cnnnews18
@ndtv
@timesnow
@business
@timesofindia
@ken_crichlow
@aajtak


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