vaccine mandate, Twitter, 9/19/2021 5:40:53 PM, 262415
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vaccine mandate_2021-09-19_08-25-27.xlsx
vaccine mandate_2021-09-19_08-25-27.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 19, 2021
Short Description:
vaccine mandate via NodeXL https://bit.ly/3u1hLTm
@occupydemocrats
@nypost
@jacobcabe
@dwinfrey72
@rwmalonemd
@prayerfeathers
@americanka4
@thechrisbuskirk
@hotababy
@beingrealmac

Top hashtags:
#verdict
#cdnpoli
#elxn44
#demvoice1
#impeachbidenharrispelosinow

Description:
Description
The graph represents a network of 17,925 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, 19 September 2021 at 17:21 UTC.

The tweets in the network were tweeted over the 13-hour, 52-minute period from Sunday, 19 September 2021 at 01:32 UTC to Sunday, 19 September 2021 at 15:25 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 : 17925
Unique Edges : 20755
Edges With Duplicates : 1311
Total Edges : 22066
Number of Edge Types : 5
Retweet : 15709
MentionsInRetweet : 2122
Mentions : 1474
Replies to : 967
Tweet : 1794
Self-Loops : 1842
Reciprocated Vertex Pair Ratio : 0.00111578840594411
Reciprocated Edge Ratio : 0.00222908961953493
Connected Components : 1658
Single-Vertex Connected Components : 913
Maximum Vertices in a Connected Component : 14389
Maximum Edges in a Connected Component : 18382
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.395231
Graph Density : 6.14371480763191E-05
Modularity : 0.82575
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,925 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, 19 September 2021 at 17:21 UTC.

The tweets in the network were tweeted over the 13-hour, 52-minute period from Sunday, 19 September 2021 at 01:32 UTC to Sunday, 19 September 2021 at 15:25 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:
[689] https://thehill.com/regulation/court-battles/572649-24-states-threaten-legal-action-over-bidens-vaccine-mandate
[683] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[627] https://www.cbs46.com/news/sister-in-law-of-georgia-gov-brian-kemp-passes-away-due-to-covid-19-complications/article_60153720-1116-11ec-a1aa-239cdb72961e.html
[551] https://www.wlky.com/article/125-employees-of-indianas-largest-hospital-system-leave-over-vaccine-mandate/37638214
[422] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[299] https://www.foxnews.com/politics/times-square-swarmed-by-hundreds-protesting-covid-vaccine-mandate
[225] https://www.breitbart.com/politics/2021/09/17/army-lieutenant-colonel-resigning-military-vaccine-mandate/
[224] https://nypost.com/2021/09/17/11-of-15-nyc-restaurants-not-enforcing-vaccine-mandate/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[185] https://trib.al/RGCsQnu
[122] https://www.youtube.com/watch?v=k6stPGVWh0E


Top URLs in Tweet in G1:
[3] https://www.charlotteobserver.com/opinion/letters-to-the-editor/article254267783.html
[3] https://newyork.cbslocal.com/2021/09/17/carmines-hostess-attacked-indoor-dining-vaccine-mandate/
[2] https://www.youtube.com/watch?v=HCHgskxAaO0&list=PLDIVi-vBsOEy-g6NYL8UomwTwpOCuQSvQ&index=2

[2] http://www.msn.com/en-us/news/opinion/constitution-allows-biden-to-mandate-covid-vaccine-federal-government-can-do-even-more/ar-AAOARsZ?ocid=st
[2] https://www.msn.com/en-us/news/opinion/constitution-allows-biden-to-mandate-covid-vaccine-federal-government-can-do-even-more/ar-AAOARsZ?li=BBorjTa
[2] https://pamplinmedia.com/go/9-news/522286-417334-large-crowd-protests-covid-vaccine-mandate-at-oregon-capitol?wallit_nosession=1
[2] https://twitter.com/therecount/status/1439573491481780231
[2] https://news.yahoo.com/florida-teacher-couldnt-vaccinated-because-133051272.html
[1] https://www.cnn.com/2021/09/19/politics/biden-vaccine-mandate-fact-check/index.html
[1] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other

Top URLs in Tweet in G2:
[11] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[7] https://www.foxnews.com/politics/times-square-swarmed-by-hundreds-protesting-covid-vaccine-mandate
[6] https://twitter.com/nypost/status/1439474604192501761
[5] https://www.foxcarolina.com/news/sc-sheriffs-association-say-they-cannot-enforce-vaccine-mandate/article_e4c70f54-18ee-11ec-9eca-ff8761cf5c00.html
[5] https://twitter.com/billfoxla/status/1438928880035930120
[4] https://www.investmentwatchblog.com/general-dynamics-corp-has-canceled-their-vaccine-mandate-after-roughly-40-of-their-employees-declined-the-jab-threatened-to-quit/
[3] https://www.youtube.com/watch?v=cDM25fAm-o8&feature=youtu.be

[3] https://thepostmillennial.com/small-business-group-plans-to-sue-biden-admin-over-unconstitutional-vaccine-mandate?utm_campaign=64478
[3] https://www.sarahpalin.com/2021/641421/it-begins-biden-admin-nailed-with-major-lawsuit-from-az-over-vaccine-mandate/
[3] https://twitter.com/pjhlaw/status/1437826196813795330

Top URLs in Tweet in G3:
[600] https://thehill.com/regulation/court-battles/572649-24-states-threaten-legal-action-over-bidens-vaccine-mandate
[335] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[41] https://www.mediafire.com/file/8hxrlqutrlnmzk6/DoctorPayne.docx/file
[41] https://twitter.com/LizzieB77930641/status/1439318430629326849
[39] https://onedrive.live.com/redir?resid=914431B73799994E!76735&authkey=!ADfHk3IuaBrEH34&ithint=file%2cpdf
[14] https://globalnews.ca/news/8201402/maxime-bernier-freedom-rally-calgary/?utm_source=%40globalnews&utm_medium=Twitter
[10] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[7] https://www.idahostatesman.com/news/coronavirus/article254327768.html
[7] https://reason.com/2021/09/13/bidens-vaccine-mandate-is-the-latest-sign-of-the-presidency-becoming-a-monarchy/?utm_content=buffer8cb82&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://apple.news/AsvQburdfQimB2K1V5L57fQ

Top URLs in Tweet in G4:
[111] https://www.foxnews.com/politics/times-square-swarmed-by-hundreds-protesting-covid-vaccine-mandate
[27] http://www.msn.com/en-us/news/opinion/constitution-allows-biden-to-mandate-covid-vaccine-federal-government-can-do-even-more/ar-AAOARsZ?ocid=st
[22] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[20] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[17] https://apple.news/AAnztoF_eQF2VaAzBr3kR8w
[12] https://www.usatoday.com/restricted/?return=https:%2F%2Fwww.usatoday.com%2Fstory%2Fopinion%2F2021%2F09%2F18%2Fcovid-biden-should-force-air-passengers-to-show-proof-of-vaccination-airlines-vaccine-mandate%2F8332549002%2F
[10] https://www.dailymail.co.uk/news/article-10005001/Hundreds-anti-vax-protesters-Times-Square-protest-New-Yorks-COVID-vaccine-mandate.html
[10] https://thehill.com/opinion/healthcare/572858-why-does-bidens-vaccine-mandate-not-apply-to-welfare-recipients-and-others
[10] https://www.charlotteobserver.com/opinion/letters-to-the-editor/article254267783.html
[9] http://www.msn.com/en-us/news/politics/why-does-bidens-vaccine-mandate-not-apply-to-welfare-recipients-and-others/ar-AAOAl5W?ocid=st

Top URLs in Tweet in G5:
[595] https://www.cbs46.com/news/sister-in-law-of-georgia-gov-brian-kemp-passes-away-due-to-covid-19-complications/article_60153720-1116-11ec-a1aa-239cdb72961e.html
[40] https://apple.news/AAnztoF_eQF2VaAzBr3kR8w
[24] https://twitter.com/kylegriffin1/status/1439227715295531008
[15] https://apple.news/A8SHGTXvkTpangaFu9W_xig
[6] https://www.rawstory.com/brian-kemp-aids-vaccine/
[6] https://www.seattletimes.com/nation-world/a-tv-meteorologist-of-33-years-declined-the-vaccine-citing-personal-freedoms-he-was-fired/?utm_medium=social&utm_campaign=owned_echobox_tw_m&utm_source=Twitter#Echobox=1632013373
[5] https://globalnews.ca/news/8201402/maxime-bernier-freedom-rally-calgary/
[3] https://wusfnews.wusf.usf.edu/local-state/2021-09-18/desantis-threatens-vaccine-mandate-fines-the-end-of-standardized-testing-and-an-all-civilian-space-trip
[3] https://thehill.com/opinion/healthcare/572858-why-does-bidens-vaccine-mandate-not-apply-to-welfare-recipients-and-others
[3] https://www.huffpost.com/entry/daily-show-desi-lydic-fox-news-vaccine-mandates_n_6145b60ae4b0efa77f8066a4?ncid=NEWSSTAND0001

Top URLs in Tweet in G6:
[14] https://www.dailymail.co.uk/news/article-10005001/Hundreds-anti-vax-protesters-Times-Square-protest-New-Yorks-COVID-vaccine-mandate.html
[13] https://www.wlky.com/article/125-employees-of-indianas-largest-hospital-system-leave-over-vaccine-mandate/37638214
[8] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[7] https://thehill.com/regulation/court-battles/572649-24-states-threaten-legal-action-over-bidens-vaccine-mandate
[7] https://www.stripes.com/covid/2021-09-18/federal-employee-coronavirus-vaccine-mandate-guidelines-2928034.html?utm_source=Stars+and+Stripes+Emails&utm_campaign=a5a592a51f-Newsletter+-+Coronavirus+Update&utm_medium=email&utm_term=0_0ab8697a7f-a5a592a51f-296503931
[7] https://djhjmedia.com/rich/24-state-attorneys-general-signed-a-letter-to-joe-biden-that-threatens-legal-action-against-bidens-vaccine-mandate/
[3] https://www.thegatewaypundit.com/2021/09/watch-west-virginia-university-employee-speaks-horrible-pain-suffering-getting-vaxxed-employee-meeting-mandatory-vaccine-mandate/?utm_source=Facebook&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons&fbclid=IwAR2YIfwS_4zi7e_a-KK1HCI6NQtmcdePiuSHPAXHbi7lWGdREqUwV7U6NME
[3] https://www.foxnews.com/politics/times-square-swarmed-by-hundreds-protesting-covid-vaccine-mandate
[2] https://www.bostonherald.com/2021/09/09/joe-biden-outlines-sweeping-vaccine-requirements-for-american-workers-urges-governors-mandate-teacher-vaccinations/
[2] https://wdwnt.com/2021/09/walt-disney-world-cast-members-announce-protest-against-mandatory-vaccine-mandate/

Top URLs in Tweet in G7:
[462] https://www.wlky.com/article/125-employees-of-indianas-largest-hospital-system-leave-over-vaccine-mandate/37638214
[27] https://www.catholicnewsagency.com/news/249034/covid-19-vaccine-mandate-to-attend-mass-in-canada-archdiocese
[18] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[16] https://thehill.com/regulation/court-battles/572649-24-states-threaten-legal-action-over-bidens-vaccine-mandate
[16] https://www.foxnews.com/politics/times-square-swarmed-by-hundreds-protesting-covid-vaccine-mandate
[6] https://www.wsj.com/articles/nycs-vaccination-proof-mandate-for-restaurants-and-dining-what-to-know-11631540546
[5] https://twitter.com/cricketwyvern/status/1438887647364198401
[5] https://www.poynter.org/reporting-editing/2021/why-is-congress-exempt-from-the-biden-covid-vaccine-mandate/
[3] https://www.theblaze.com/news/disney-employees-march-through-disney-world-protest-vaccine-mandate?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.dailywire.com/news/arizona-files-first-lawsuit-over-biden-vaccine-mandate

Top URLs in Tweet in G8:
[52] https://justthenews.com/politics-policy/coronavirus/sat24-state-attorneys-general-challenge-bidens-vaccine-mandate-private?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[14] https://www.catholicnewsagency.com/news/249034/covid-19-vaccine-mandate-to-attend-mass-in-canada-archdiocese
[12] https://apple.news/AFWnc0M4tTruhn6wOTZPo5g
[12] https://justthenews.com/politics-policy/coronavirus/fauci-reconsideration-natural-immunity-used-against-michigan-state
[11] https://www.youtube.com/watch?v=rmtWkcyVrSE&feature=youtu.be

[9] https://www.wlky.com/article/125-employees-of-indianas-largest-hospital-system-leave-over-vaccine-mandate/37638214
[9] https://thehill.com/regulation/court-battles/572649-24-states-threaten-legal-action-over-bidens-vaccine-mandate
[6] https://thehill.com/policy/healthcare/public-global-health/572840-vaccine-mandate-backlash-sparks-concerns-of-other
[4] https://justthenews.com/nation/states/vaccine-mandate-looming-hundreds-school-districts-tapping-covid-testing-program
[4] https://twitter.com/Lorenze42/status/1438969369581719553

Top URLs in Tweet in G9:
[191] https://nypost.com/2021/09/17/11-of-15-nyc-restaurants-not-enforcing-vaccine-mandate/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[55] https://justthenews.com/politics-policy/coronavirus/fauci-reconsideration-natural-immunity-used-against-michigan-state
[30] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[23] https://video.foxbusiness.com/v/6273083904001?fbclid=IwAR2XZr3tmB01lni-i7P5zjzOukL5EwhvXm9dvhGHZMtaP4WTDKbZEPQlywI#sp=show-clips
[20] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[14] https://www.fullcourtgreta.com/video/2021/09/18/overtime-wwnys-jeff-cole-more-hospitals-could-see-mass-resignations-over-new-york-vaccine-mandate/
[11] https://justthenews.com/nation/states/vaccine-mandate-looming-hundreds-school-districts-tapping-covid-testing-program
[10] https://www.usatoday.com/story/opinion/todaysdebate/2021/09/16/biden-covid-vaccine-mandate-kristi-noem/8347957002/
[10] https://technofog.substack.com/p/why-the-biden-covid-19-vaccine-mandate
[9] https://www1.cbn.com/cbnnews/us/2021/september/four-creighton-students-sue-catholic-university-for-refusing-religious-exemptions-for-vaccine-mandate

Top URLs in Tweet in G10:
[59] https://hiv.gov/
[59] https://twitter.com/GeorgiaDemocrat/status/1438971070636302337
[8] https://www.cbs46.com/news/sister-in-law-of-georgia-gov-brian-kemp-passes-away-due-to-covid-19-complications/article_60153720-1116-11ec-a1aa-239cdb72961e.html
[3] https://static.foxnews.com/foxnews.com/content/uploads/2021/09/Fox_September-12-15_National_Topline_September-19-Release.pdf
[3] https://www.inquirer.com/health/coronavirus/penn-health-system-workers-comply-with-covid-19-vaccine-mandate-20210917.html?utm_source=t.co&utm_campaign=edit_social_share_twitter_traffic&utm_medium=social&utm_content=&utm_term=&int_promo=
[2] https://www.cnbc.com/2021/08/13/anthony-scaramucci-say-his-firms-covid-vaccine-mandate-is-about-freedom.html
[2] https://americanindependent.com/texas-governor-greg-abbott-joe-biden-vaccine-mandate-businesses/
[2] https://trib.al/fyfpUJ2
[2] https://cronkitenews.azpbs.org/2021/09/14/brnovich-joins-ducey-vows-to-block-bidens-business-vaccine-mandate/?utm_source=Cronkite+News+Daily&utm_campaign=b8bab85f57-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_bfd7e71833-b8bab85f57-216462840
[2] https://www.cnn.com/2021/09/19/politics/biden-vaccine-mandate-fact-check/index.html?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1148] thehill.com
[820] washingtonpost.com
[632] cbs46.com
[594] twitter.com
[551] wlky.com
[476] foxnews.com
[410] trib.al
[263] breitbart.com
[257] nypost.com
[236] youtube.com

Top Domains in Tweet in G1:
[5] msn.com
[3] charlotteobserver.com
[3] twitter.com
[3] cbslocal.com
[2] youtube.com
[2] pamplinmedia.com
[2] yahoo.com
[1] cnn.com
[1] thehill.com
[1] newsbreakapp.com

Top Domains in Tweet in G2:
[15] twitter.com
[11] washingtonpost.com
[7] foxnews.com
[7] foxcarolina.com
[6] youtube.com
[4] investmentwatchblog.com
[3] thepostmillennial.com
[3] sarahpalin.com
[3] detroitnews.com
[2] newsbreak.com

Top Domains in Tweet in G3:
[935] thehill.com
[46] twitter.com
[41] mediafire.com
[39] live.com
[14] globalnews.ca
[10] wsj.com
[7] idahostatesman.com
[7] reason.com
[6] apple.news
[4] msn.com

Top Domains in Tweet in G4:
[127] foxnews.com
[65] msn.com
[55] twitter.com
[43] thehill.com
[43] patch.com
[39] washingtonpost.com
[24] apple.news
[19] cnn.com
[15] usatoday.com
[14] co.uk

Top Domains in Tweet in G5:
[596] cbs46.com
[57] apple.news
[30] twitter.com
[7] rawstory.com
[6] seattletimes.com
[5] globalnews.ca
[4] thehill.com
[3] usf.edu
[3] huffpost.com
[2] hiv.gov

Top Domains in Tweet in G6:
[15] thehill.com
[14] co.uk
[13] wlky.com
[7] stripes.com
[7] djhjmedia.com
[4] wdwnt.com
[3] thegatewaypundit.com
[3] foxnews.com
[2] bostonherald.com
[1] apple.news

Top Domains in Tweet in G7:
[462] wlky.com
[34] thehill.com
[27] catholicnewsagency.com
[17] foxnews.com
[7] wsj.com
[5] twitter.com
[5] poynter.org
[3] theblaze.com
[2] dailywire.com
[2] notthebee.com

Top Domains in Tweet in G8:
[68] justthenews.com
[17] thehill.com
[14] catholicnewsagency.com
[13] youtube.com
[12] apple.news
[9] wlky.com
[6] twitter.com
[3] foxbusiness.com
[3] nypost.com
[3] co.uk

Top Domains in Tweet in G9:
[197] nypost.com
[76] justthenews.com
[30] washingtonpost.com
[23] foxbusiness.com
[20] wsj.com
[15] fullcourtgreta.com
[12] cbn.com
[12] thehill.com
[10] usatoday.com
[10] substack.com

Top Domains in Tweet in G10:
[60] twitter.com
[59] hiv.gov
[8] cbs46.com
[4] cnn.com
[3] foxnews.com
[3] trib.al
[3] americanindependent.com
[3] inquirer.com
[2] cnbc.com
[2] azpbs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] verdict
[74] cdnpoli
[69] elxn44
[51] demvoice1
[51] impeachbidenharrispelosinow
[50] foxnews
[50] bringtrumpback
[46] covid19
[45] drbyrambridle
[42] smartnews



Top Hashtags in Tweet in G1:
[3] smartnews
[2] deathsantis
[2] desantisdestroysflorida
[2] covid
[2] vaccine
[2] maskmandates
[1] newsbreak

Top Hashtags in Tweet in G2:
[3] maga
[3] patriot
[2] protest
[2] newsbreak
[1] vaccinesideeffects
[1] vaccinepassports
[1] vaccinedeaths
[1] vaccinemandates
[1] joebidenisadisgrace
[1] trumpwon

Top Hashtags in Tweet in G3:
[41] ableg

Top Hashtags in Tweet in G4:
[38] foxnews
[25] smartnews
[11] covid19
[10] news
[8] newsbreak
[8] vaccinemandate
[8] covid
[8] vaccine
[6] covid_19
[6] biden

Top Hashtags in Tweet in G5:
[5] calgary
[5] anti_vaccine
[5] abpoli
[5] yyc
[5] cdnpoli
[2] demvoice1
[2] vaccinemandate
[2] fightcovid
[2] california
[2] lausd

Top Hashtags in Tweet in G6:
[14] nyc
[1] foxnews

Top Hashtags in Tweet in G7:
[1] foxnews
[1] newsbreak

Top Hashtags in Tweet in G8:
[48] impeachbidenharrispelosinow
[48] bringtrumpback
[22] freedomofchoicematters
[7] nyc
[7] shame
[4] bidenmustresign
[2] iwillnotcomply
[1] foxbusiness
[1] novaccinemandates
[1] novaccinepassportanywhere

Top Hashtags in Tweet in G9:
[9] novavax
[5] covid19
[5] vaccine
[5] espn
[4] novaccinemandates
[4] novaccinepassportanywhere
[4] covid
[4] ampfw
[4] mybodymychoice
[3] indiana

Top Hashtags in Tweet in G10:
[3] phillyissmarter
[3] smartnortheaststates
[2] smallbiz
[2] vaccinated
[2] smb
[2] justdoit
[2] spreadnecks
[2] covid19
[2] gapol
[1] mtp

Top Words
Top Words in Tweet in Entire Graph:
[17633] vaccine
[16397] mandate
[7735] breaking
[7510] covid
[6244] biden
[4442] news
[4377] think
[4217] idea
[4168] great
[4143] seriously

Top Words in Tweet in G1:
[3992] vaccine
[3987] mandate
[3975] biden
[3975] covid
[3967] think
[3966] breaking
[3923] air
[3923] great
[3923] idea
[3922] news

Top Words in Tweet in G2:
[1690] mandate
[1684] vaccine
[1589] breaking
[1157] staff
[1126] hospital
[1123] members
[1118] uab
[1118] ends
[305] papers
[301] court

Top Words in Tweet in G3:
[1230] vaccine
[1228] mandate
[615] over
[606] biden's
[600] 24
[600] states
[600] threaten
[600] legal
[600] action
[344] health

Top Words in Tweet in G4:
[782] vaccine
[746] mandate
[375] covid
[192] biden
[152] times
[152] joe
[150] square
[148] hundreds
[134] chanting
[133] protesting

Top Words in Tweet in G5:
[804] vaccine
[798] mandate
[706] covid
[700] biden
[610] over
[603] kemp
[602] governor
[597] brian
[597] 19
[595] sister

Top Words in Tweet in G6:
[640] vaccine
[627] mandate
[574] breaking
[549] hospital
[537] employees
[531] over
[523] 125
[523] indiana's
[523] largest
[523] system

Top Words in Tweet in G7:
[925] employees
[632] vaccine
[631] mandate
[520] over
[518] breaking
[504] hospital
[462] 125
[462] indiana's
[462] largest
[462] system

Top Words in Tweet in G8:
[576] vaccine
[565] mandate
[448] against
[369] protesting
[369] govt
[368] people
[366] 8th
[366] consecutive
[366] saturday
[366] evening

Top Words in Tweet in G9:
[468] vaccine
[451] mandate
[199] 15
[198] enforcing
[197] 11
[197] nyc
[197] restaurants
[99] against
[85] news
[83] covid

Top Words in Tweet in G10:
[619] vaccine
[613] mandate
[400] covid
[344] governor
[333] mississippi
[331] attack
[242] reeves
[222] tatereeves
[219] jaketapper
[216] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13614] vaccine,mandate
[4921] covid,vaccine
[4119] mandate,air
[4105] white,house
[4100] breaking,news
[4100] news,biden
[4100] considering,covid
[4100] air,travelers
[4100] great,idea
[4099] reveals,seriously

Top Word Pairs in Tweet in G1:
[3978] vaccine,mandate
[3928] covid,vaccine
[3923] mandate,air
[3923] great,idea
[3922] breaking,news
[3922] news,biden
[3922] biden,white
[3922] white,house
[3922] house,reveals
[3922] reveals,seriously

Top Word Pairs in Tweet in G2:
[1657] vaccine,mandate
[1123] staff,members
[1118] breaking,uab
[1118] uab,hospital
[1118] hospital,ends
[1118] ends,vaccine
[1118] mandate,staff
[300] breaking,lafd
[300] lafd,firefighters
[300] firefighters,file

Top Word Pairs in Tweet in G3:
[1133] vaccine,mandate
[603] biden's,vaccine
[600] 24,states
[600] states,threaten
[600] threaten,legal
[600] legal,action
[600] action,over
[600] over,biden's
[335] mandate,backlash
[335] backlash,sparks

Top Word Pairs in Tweet in G4:
[546] vaccine,mandate
[231] covid,vaccine
[147] times,square
[132] square,swarmed
[131] protesting,covid
[130] swarmed,hundreds
[130] hundreds,protesting
[130] mandate,chanting
[125] joe,biden'
[123] 'f,joe

Top Word Pairs in Tweet in G5:
[731] vaccine,mandate
[597] brian,kemp
[597] biden,vaccine
[596] covid,19
[595] sister,law
[595] law,georgia
[595] kemp,passes
[595] passes,away
[595] away,due
[595] due,covid

Top Word Pairs in Tweet in G6:
[616] vaccine,mandate
[524] over,vaccine
[523] breaking,125
[523] 125,employees
[523] employees,indiana's
[523] indiana's,largest
[523] largest,hospital
[523] hospital,system
[523] system,leave
[523] leave,over

Top Word Pairs in Tweet in G7:
[606] vaccine,mandate
[469] over,vaccine
[462] 125,employees
[462] employees,indiana's
[462] indiana's,largest
[462] largest,hospital
[462] hospital,system
[462] system,leave
[462] leave,over
[447] breaking,125

Top Word Pairs in Tweet in G8:
[373] mandate,vaccine
[369] protesting,against
[369] against,govt
[366] 8th,consecutive
[366] consecutive,saturday
[366] saturday,evening
[366] evening,protests
[366] protests,tel
[366] tel,aviv
[366] aviv,israel

Top Word Pairs in Tweet in G9:
[414] vaccine,mandate
[197] 11,15
[197] 15,nyc
[197] nyc,restaurants
[197] restaurants,enforcing
[197] enforcing,vaccine
[71] natural,immunity
[58] michigan,state
[56] covid,vaccine
[55] fauci,reconsideration

Top Word Pairs in Tweet in G10:
[331] mandate,attack
[292] vaccine,mandate
[211] governor,tatereeves
[210] mississippi,governor
[210] tatereeves,tells
[210] tells,jaketapper
[210] jaketapper,vaccine
[210] attack,hard
[210] hard,working
[210] working,people

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@joncoopertweets
@berniesanders
@lblisi
@esthermcvey1
@wesyang
@joyannreid
@potus
@occupydemocrats
@genvg1

Top Replied-To in G1:
@occupydemocrats

Top Replied-To in G2:
@maliarogers72
@dockaurg
@tmoe_tx
@jacobcabe
@acceptjesusnow
@hayleytaylor123
@legris3678
@richard_spoor
@nappyheadninja1
@cardinalgirl06

Top Replied-To in G3:
@profpcdoherty
@rwmalonemd
@engineer4health
@kellywind
@globalnews

Top Replied-To in G5:
@briankempga
@b52malmet
@sciencelykagrl
@rougeserenity
@wtbeingsaid
@repgregsteube
@eloisa68niou1
@mayordeasy

Top Replied-To in G6:
@realchasegeiser
@vettespdusa_nc
@popcorn00fresh
@jhou00576627

Top Replied-To in G7:
@bosnerdley
@zaijian

Top Replied-To in G8:
@osler78

Top Replied-To in G9:
@joebiden
@repthomasmassie
@govricketts
@nypost
@kimiversenshow
@feartheboognish
@profcrobertson
@angryvicking
@kevinkray2
@dbrodyreports

Top Replied-To in G10:
@tatereeves
@cnn
@cnnpolitics
@therickwilson
@michellekinney
@cnnsotu
@tylerscott
@jreinermd
@bhrenton
@therecount

Top Mentioned
Top Mentioned in Entire Graph:
@tatereeves
@jaketapper
@washingtonpost
@billdeblasio
@jairbolsonaro
@usambun
@arimelber
@potus
@ctvnationalnews
@globalnews

Top Mentioned in G1:
@ansaresummers
@meidastouch

Top Mentioned in G2:
@jacobcabe
@cjsienna55
@youtube
@rondesantisfl
@mistercommodity
@maniamaiden
@schmitttrigger2
@discovery_sa
@kerrydougherty

Top Mentioned in G3:
@globalnews
@ctvnationalnews
@rwmalonemd
@cpsa_ca
@fatemperor
@nickhudsonct
@jengleruk
@bucket_david

Top Mentioned in G4:
@fultonsun

Top Mentioned in G5:
@googlenews
@mayordeasy
@floridaroundup
@briankempga
@mehdirhasan
@morgfair
@the_koolade_man
@gavinnewsom
@tatereeves
@jaketapper

Top Mentioned in G6:
@americanka4
@obligatoryasian
@ellenro40888399
@pekalalaw

Top Mentioned in G7:
@jackposobiec

Top Mentioned in G8:
@justthenews
@nypost

Top Mentioned in G9:
@joebiden
@wwny_younews
@cbnnews
@nypost
@govkristinoem
@kristinoem
@jrpsaki
@nyscourtsnews
@repthomasmassie
@kimiversenshow

Top Mentioned in G10:
@jaketapper
@tatereeves
@cnn
@phillyinquirer
@therickwilson
@whipclyburn
@cnni
@radiodotcom
@tunein
@siriusxm

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@knewz_currently
@oldlady12345
@americanair
@barntiques859
@dichristine
@berkleybearnews
@robinsnewswire
@chris_1791

Top Tweeters in G1:
@kenkircher1
@lechatnoire4
@kak089
@rhiles2760
@awelab1956
@mbvukutaphiri
@sylviaz1913
@windmillcharger
@actdontreact
@pgrandee10

Top Tweeters in G2:
@monty_chadha
@googleexpertuk
@sweetfreedom29
@gahlotshagufta
@ladym3033
@sigstarget
@jpwilloughby
@beanfrompa
@morwennajh
@pray_4truth

Top Tweeters in G3:
@drdaveanddee
@navroopsingh_
@makedni
@tamzilla_52
@jimboazil
@olitasdmar
@raeganlady
@diabolo741
@debrabuenik
@josmirek

Top Tweeters in G4:
@knewz_currently
@berkleybearnews
@robinsnewswire
@andyvermaut
@dclarediane
@chronlaw
@hautahbuhgee
@firetrench
@drpatfarrell
@robinmcouch

Top Tweeters in G5:
@mayirmamay14
@ungubunugu1274
@betterw05759703
@jamestoupin
@vedehimajumdar
@teram323tere
@brontyman
@morgfair
@princessbravato
@hijcp

Top Tweeters in G6:
@boottmills228
@donnamoon81146
@ftimes15
@lisa32686
@bluemiiints
@proudtigerlsu
@skinnylenny1965
@ritamiller2001
@americanheart5
@barbara_crafts

Top Tweeters in G7:
@debrammason1
@catherine_riche
@kellyrek
@lauriemettier
@vito4224
@freedomlosing
@craigr3521
@younglady037833
@helenyates52
@anshsharma

Top Tweeters in G8:
@patriotmarie
@magicdmw
@concernedhigh
@real_stephanie
@815wrldtrvlr
@omi_082
@omarbula
@clantro
@politiwars
@avibebert

Top Tweeters in G9:
@monakinkcurlz
@jlfleite
@quintinoncamera
@geanalyst
@new_delia
@nypost
@jazzymsc
@michael_szumega
@rdtbook
@lebontravel

Top Tweeters in G10:
@dichristine
@yarosisnancy
@katcapps
@riskyliberal
@sallyagale
@antipandemonium
@phillygirl1441
@aprylsmithts
@squirrel1110
@safetypindaily


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