vaccine mandate, Twitter, 9/15/2021 7:41:07 PM, 262127


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vaccine mandate_2021-09-15_10-58-36.xlsx
vaccine mandate_2021-09-15_10-58-36.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2021
Short Description:
vaccine mandate via NodeXL https://bit.ly/3kk7myZ
@brnoforaz
@washingtonpost
@brooke21181
@nototyrannynow
@jacksonlahmeyer
@smithseigel1
@uncvrngthetruth
@jim_jordan
@j_sato
@jsolomonreports

Top hashtags:
#carecall
#covid19
#vaccine
#vaccinemandate
#foxnews

Description:
Description
The graph represents a network of 17,357 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 Wednesday, 15 September 2021 at 19:14 UTC.

The tweets in the network were tweeted over the 8-hour, 3-minute period from Wednesday, 15 September 2021 at 09:54 UTC to Wednesday, 15 September 2021 at 17:58 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 : 17357
Unique Edges : 20191
Edges With Duplicates : 1930
Total Edges : 22121
Number of Edge Types : 5
Retweet : 14039
Mentions : 1976
Tweet : 3204
MentionsInRetweet : 1789
Replies to : 1113
Self-Loops : 3272
Reciprocated Vertex Pair Ratio : 0.00434137495191515
Reciprocated Edge Ratio : 0.00864521777194134
Connected Components : 2625
Single-Vertex Connected Components : 1551
Maximum Vertices in a Connected Component : 12183
Maximum Edges in a Connected Component : 16670
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.35972
Graph Density : 6.06676041619543E-05
Modularity : 0.80665
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,357 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 Wednesday, 15 September 2021 at 19:14 UTC.

The tweets in the network were tweeted over the 8-hour, 3-minute period from Wednesday, 15 September 2021 at 09:54 UTC to Wednesday, 15 September 2021 at 17:58 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:
[1040] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[446] https://www.reuters.com/world/us/us-judge-blocks-ny-vaccine-mandate-healthcare-workers-2021-09-14/
[374] https://www.foxnews.com/us/riverside-county-sheriff-california-wont-enforce-vaccine-mandate
[215] https://apple.news/ARLU544seSna-mgfni3GL4Q
[206] https://www.businessinsider.com/biden-vaccine-mandate-white-house-microsoft-disney-execs-covid-vaccines-2021-9
[191] https://technofog.substack.com/p/why-the-biden-covid-19-vaccine-mandate
[190] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[184] https://www.dailymail.co.uk/news/article-9990861/U-S-judge-blocks-N-Y-vaccine-mandate-healthcare-workers.html
[173] https://www.wsj.com/articles/biden-to-meet-with-top-executives-on-covid-19-vaccine-mandate-11631696400
[164] https://www.foxnews.com/politics/psaki-stands-by-employer-vaccine-mandate-while-illegal-immigrants-remain-unvaccinated-thats-correct?utm_medium=email&utm_source=ncl_amplify&utm_campaign=20210915-icymi_psaki_stands_by_having_employer_vaccine_mandate_while_illegal_immigrants_get_a_pass&utm_content=ncl-WVP9JAaNAz&_nlid=WVP9JAaNAz&_nsid=340db4de-6253-4da3-8398-b465921e5a14

Top URLs in Tweet in G1:
[35] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[30] https://www.foxnews.com/us/riverside-county-sheriff-california-wont-enforce-vaccine-mandate
[25] https://www.theguardian.com/commentisfree/2021/sep/15/covid-vaccine-mandate-joe-biden
[24] https://www.reuters.com/world/us/us-judge-blocks-ny-vaccine-mandate-healthcare-workers-2021-09-14/
[22] https://www.washingtonpost.com/nation/2021/09/15/lapd-vaccine-exemptions-police-mandate/
[22] https://www.theepochtimes.com/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[18] https://www.theepochtimes.com/mkt_breakingnews/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html
[12] https://abcnews.go.com/Health/wireStory/judge-blocks-medical-worker-vaccine-mandate-ny-state-80014754
[12] https://m.theepochtimes.com/mkt_app/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html?v=ul
[10] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859

Top URLs in Tweet in G2:
[212] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[42] https://www.foxnews.com/us/riverside-county-sheriff-california-wont-enforce-vaccine-mandate
[42] https://reason.com/2021/09/13/bidens-vaccine-mandate-is-the-latest-sign-of-the-presidency-becoming-a-monarchy/
[42] https://paine.tv/biden-consulted-with-unions-before-announcing-vaccine-mandate-report/
[32] https://www.lifesitenews.com/news/breaking-federal-judge-blocks-new-york-vaccine-mandate-for-healthcare-workers/
[30] https://www.dailymail.co.uk/news/article-9990861/U-S-judge-blocks-N-Y-vaccine-mandate-healthcare-workers.html
[30] https://nypost.com/2021/09/14/nyc-court-temporarily-blocks-city-halls-doe-vaccine-mandate/
[29] https://technofog.substack.com/p/why-the-biden-covid-19-vaccine-mandate
[29] https://www.newsmax.com/us/lapd-covid-19-police-lawsuit/2021/09/13/id/1036264/
[23] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html?ito=social-twitter_mailonline

Top URLs in Tweet in G3:
[21] https://rumble.com/vmifqf-if-the-feds-can-do-this-they-can-do-anything.-jenna-ellis-with-sebastian-go.html
[20] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[18] https://www.foxnews.com/us/riverside-county-sheriff-california-wont-enforce-vaccine-mandate
[6] https://www.fox32chicago.com/news/judge-blocks-new-yorks-medical-worker-vaccine-mandate?taid=614126d218303d0001f30dc2&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[5] https://news.yahoo.com/army-officer-resigns-over-biden-145602325.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[3] https://www.foxnews.com/politics/arizona-sues-biden-administration-covid-19-vaccine-mandate
[3] https://thomasmoresociety.org/wp-content/uploads/2021/09/ORDER-GRANTING-TRO.pdf
[3] https://www.foxnews.com/politics/psaki-stands-by-employer-vaccine-mandate-while-illegal-immigrants-remain-unvaccinated-thats-correct
[3] https://www.foxnews.com/politics/psaki-stands-by-employer-vaccine-mandate-while-illegal-immigrants-remain-unvaccinated-thats-correct?utm_medium=email&utm_source=ncl_amplify&utm_campaign=20210915-icymi_psaki_stands_by_having_employer_vaccine_mandate_while_illegal_immigrants_get_a_pass&utm_content=ncl-WVP9JAaNAz&_nlid=WVP9JAaNAz&_nsid=340db4de-6253-4da3-8398-b465921e5a14
[3] https://www.lifesitenews.com/news/new-york-health-workers-ask-federal-court-for-relief-from-compulsory-covid-vaccines/

Top URLs in Tweet in G4:
[21] https://www.lifesitenews.com/news/labor-union-tells-pilot-not-to-comply-with-canadian-airlines-vaccine-mandate/
[21] https://www.lifesitenews.com/news/breaking-federal-judge-blocks-new-york-vaccine-mandate-for-healthcare-workers/
[21] https://www.youtube.com/watch?v=8bCVU870Hq8&feature=youtu.be

[20] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[19] https://www.theepochtimes.com/mkt_breakingnews/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html
[7] https://www.foxnews.com/us/anti-vaccine-mandate-protesters-new-york-city-joe-biden
[6] https://www.reuters.com/world/us/us-judge-blocks-ny-vaccine-mandate-healthcare-workers-2021-09-14/
[4] https://humansarefree.com/2021/09/maternity-workers-resign-over-vaccine-mandate.html
[3] https://www.foxnews.com/us/riverside-county-sheriff-california-wont-enforce-vaccine-mandate
[3] https://tradeforprofit.net/2021/09/more-than-half-of-us-states-vow-to-fight-bidens-vaccine-mandate/

Top URLs in Tweet in G5:
[469] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[20] https://www.foxnews.com/politics/arizona-sues-biden-administration-covid-19-vaccine-mandate
[14] https://www.dailywire.com/news/judge-blocks-vaccine-mandate-for-health-workers-in-new-york
[7] https://www.theepochtimes.com/mkt_breakingnews/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html
[6] https://nypost.com/2021/09/14/nyc-court-temporarily-blocks-city-halls-doe-vaccine-mandate/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[6] https://www.oann.com/n-j-firefighters-police-unions-protest-newark-vaccine-mandate/
[6] https://www.newsmax.com/us/lapd-covid-19-police-lawsuit/2021/09/13/id/1036264/
[3] https://dailycaller.com/2021/09/14/joe-biden-coronavirus-vaccine-mandate-arizona-mark-brnovich/
[3] https://www.lifesitenews.com/news/breaking-federal-judge-blocks-new-york-vaccine-mandate-for-healthcare-workers/
[3] https://www.oann.com/white-house-confirms-congress-members-are-exempt-from-federal-worker-vaccine-mandate/

Top URLs in Tweet in G6:
[62] https://trib.al/NWnc4pu
[42] https://justthenews.com/nation/states/americans-support-governors-revolt-against-federal-vaccine-mandate-poll-shows
[25] https://trib.al/lwgrTze
[25] https://trib.al/miOwX0e
[22] https://www.theblaze.com/news/california-sheriff-no-vaccine-mandate-for-department?utm_source=dlvr.it&utm_medium=twitter
[16] https://trib.al/g1shWjh
[15] https://www.dailymail.co.uk/news/article-9991311/Lieutenant-Colonel-resigns-Bidens-vaccine-mandate-forfeits-pension-serving-19-years.html
[9] https://www.jacksonlahmeyer.com/nomandate
[9] https://twitter.com/washingtonpost/status/1438116361004257289
[5] https://thehill.com/opinion/judiciary/572149-bidens-wildly-unconstitutional-vaccine-mandate?rnd=1631633222

Top URLs in Tweet in G7:
[20] https://www.nbcnews.com/think/opinion/biden-s-covid-vaccine-mandate-plan-constitutional-whatever-his-gop-ncna1279086
[7] https://www.nbclosangeles.com/investigations/lapd-religious-exemptions-vaccine-mandate-los-angeles-covid-coronavirus/2691274/?_osource=db_npd_nbc_knbc_twt_shr
[4] https://www.rawstory.com/ron-desantis-vaccine-mandate/
[4] https://www.rawstory.com/arizona-first-state-to-file-suit-against-biden-vaccine-mandate/
[3] https://apple.news/ADrvVzyUyS2ivc-vvq4L4JA
[3] https://www.newsweek.com/vaccine-mandates-were-ballot-california-scored-huge-victory-gavin-newsom-1628889
[2] https://apple.news/AqH40rCZsRfu1RV5sqgjK1Q
[2] https://daily.jstor.org/what-makes-vaccine-mandates-legal/
[2] https://www.rawstory.com/fox-news-vaccine-mandate-2655024748/
[1] http://www.msn.com/en-us/news/politics/biden-set-to-meet-with-business-leaders-on-vaccine-mandate/ar-AAOtqCQ?ocid=st

Top URLs in Tweet in G8:
[42] https://www.dailywire.com/news/lt-cols-resignation-letter-goes-viral-bashes-bidens-unethical-immoral-and-tyrannical-vaccine-mandate?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[27] https://www.dailywire.com/news/judge-blocks-vaccine-mandate-for-health-workers-in-new-york?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[26] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/09/15/doug-ducey-mark-brnovich-should-resign-vaccine-mask-mandate-ignorance/8336849002/
[24] https://www.theepochtimes.com/desantis-responds-to-bidens-vaccine-mandate-in-florida-we-will-fight-back_3992095.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[20] https://www.dailywire.com/news/report-nba-will-not-mandate-covid-vaccine-for-players?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[20] https://www.theepochtimes.com/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[17] https://www.theepochtimes.com/california-county-sheriff-i-will-not-enforce-vaccine-mandate_3996227.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[14] https://www.washingtontimes.com/news/2021/sep/14/arizona-ag-sues-over-covid-19-vaccine-mandate-says/
[13] https://coronavirus.jhu.edu/data/new-cases-50-states
[11] https://dailycaller.com/2021/09/14/joe-biden-coronavirus-vaccine-mandate-arizona-mark-brnovich/

Top URLs in Tweet in G9:
[95] https://justthenews.com/nation/states/arizona-first-nation-sue-biden-over-covid-vaccine-mandate
[71] https://justthenews.com/politics-policy/coronavirus/hospital-texas-faces-potential-closure-due-covid-19-vaccine-mandate
[69] https://www.fox7austin.com/news/judge-blocks-new-yorks-medical-worker-vaccine-mandate?taid=6141653b8673f2000160c280&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[66] https://nypost.com/2021/09/15/army-officer-resigns-over-bidens-tyrannical-vaccine-mandate/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[47] https://justthenews.com/nation/states/more-washington-state-workers-sue-over-vaccine-mandate
[29] https://www.foxnews.com/politics/psaki-stands-by-employer-vaccine-mandate-while-illegal-immigrants-remain-unvaccinated-thats-correct
[19] https://nypost.com/2021/09/15/biden-to-meet-with-top-execs-to-discuss-covid-19-vaccine-mandate/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[11] https://justthenews.com/government/courts-law/federal-judge-blocks-new-york-state-vaccine-mandate-health-care-workers
[9] https://humanevents.com/2021/09/14/federal-judge-blocks-new-york-vaccine-mandate-for-healthcare-employees/
[8] https://justthenews.com/nation/states/americans-support-governors-revolt-against-federal-vaccine-mandate-poll-shows

Top URLs in Tweet in G10:
[318] https://www.reuters.com/world/us/us-judge-blocks-ny-vaccine-mandate-healthcare-workers-2021-09-14/
[38] https://justthenews.com/government/courts-law/federal-judge-blocks-new-york-state-vaccine-mandate-health-care-workers
[29] https://dailycaller.com/2021/09/14/trump-biden-vaccine-mandate-federal-osha/
[20] https://www.zerohedge.com/political/texas-hospital-faces-closure-over-vaccine-mandate-ceo-says
[7] https://abcnews.go.com/Health/wireStory/judge-blocks-medical-worker-vaccine-mandate-ny-state-80014754
[7] https://thetruedefender.com/the-doctors-in-america-are-just-about-to-quit-after-vaccine-mandate/?utm_source=pushengage&utm_medium=pushengage&utm_campaign=pushengage
[2] https://thetruedefender.com/baby-deliveries-will-be-halted-at-a-new-york-hospital-after-a-large-number-of-maternity-unit-employees-quit-over-the-vaccine-mandate/

Top Domains
Top Domains in Tweet in Entire Graph:
[1348] co.uk
[740] foxnews.com
[578] trib.al
[554] reuters.com
[513] theepochtimes.com
[501] justthenews.com
[381] twitter.com
[358] go.com
[291] cnn.com
[267] apple.news

Top Domains in Tweet in G1:
[115] theepochtimes.com
[67] theguardian.com
[58] twitter.com
[56] co.uk
[51] foxnews.com
[41] washingtonpost.com
[36] reuters.com
[33] msn.com
[30] nytimes.com
[23] nypost.com

Top Domains in Tweet in G2:
[288] co.uk
[62] paine.tv
[60] nypost.com
[49] foxnews.com
[49] lifesitenews.com
[43] reason.com
[29] substack.com
[29] newsmax.com
[21] washingtonpost.com
[19] thegatewaypundit.com

Top Domains in Tweet in G3:
[27] foxnews.com
[23] co.uk
[22] rumble.com
[17] yahoo.com
[8] fox32chicago.com
[6] lifesitenews.com
[5] justthenews.com
[5] twitter.com
[3] thomasmoresociety.org
[3] theepochtimes.com

Top Domains in Tweet in G4:
[42] lifesitenews.com
[22] theepochtimes.com
[22] co.uk
[21] youtube.com
[11] foxnews.com
[6] reuters.com
[4] msn.com
[4] thegatewaypundit.com
[4] humansarefree.com
[4] tradeforprofit.net

Top Domains in Tweet in G5:
[471] co.uk
[20] foxnews.com
[16] dailywire.com
[13] oann.com
[12] theepochtimes.com
[9] nypost.com
[6] newsmax.com
[3] dailycaller.com
[3] lifesitenews.com
[3] nationalfile.com

Top Domains in Tweet in G6:
[132] trib.al
[43] justthenews.com
[24] theblaze.com
[16] co.uk
[11] twitter.com
[9] jacksonlahmeyer.com
[7] foxnews.com
[5] thehill.com
[4] rumble.com
[4] washingtonexaminer.com

Top Domains in Tweet in G7:
[20] nbcnews.com
[10] rawstory.com
[7] nbclosangeles.com
[7] apple.news
[3] newsweek.com
[2] jstor.org
[2] msn.com
[1] reuters.com
[1] cnn.com
[1] nymag.com

Top Domains in Tweet in G8:
[107] dailywire.com
[81] theepochtimes.com
[29] azcentral.com
[24] foxnews.com
[22] dailysignal.com
[15] justthenews.com
[14] washingtontimes.com
[13] co.uk
[13] kjzz.org
[13] jhu.edu

Top Domains in Tweet in G9:
[235] justthenews.com
[102] nypost.com
[69] fox7austin.com
[39] foxnews.com
[12] co.uk
[9] theepochtimes.com
[9] humanevents.com
[5] insiderpaper.com
[5] citizenfreepress.com
[4] dailywire.com

Top Domains in Tweet in G10:
[318] reuters.com
[38] justthenews.com
[29] dailycaller.com
[20] zerohedge.com
[9] thetruedefender.com
[7] go.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] carecall
[163] covid19
[108] vaccine
[105] vaccinemandate
[81] foxnews
[71] demvoice1
[63] vaccinemandates
[51] covid
[46] moleg
[42] mandate



Top Hashtags in Tweet in G1:
[25] vaccine
[23] covid
[20] covid19
[17] mandate
[17] foxnews
[16] vaccinemandate
[7] smartnews
[7] newsbreak
[6] health
[6] news

Top Hashtags in Tweet in G2:
[34] foxnews
[33] nyc
[15] trumpwon
[8] arrestmilley
[8] traitormilley
[4] vaccinemandate
[3] lieutenantcolonel
[3] paulhague
[3] joebiden
[3] covid19

Top Hashtags in Tweet in G3:
[21] americafirst
[1] california
[1] vaccine
[1] covid19
[1] vaccinemandate
[1] newyorkcity
[1] vaccinemandates
[1] manhattan
[1] brooklynbridge
[1] religiousliberty

Top Hashtags in Tweet in G4:
[21] ppc
[4] foxnews
[2] arizona
[1] donotcomply

Top Hashtags in Tweet in G5:
[13] oann
[3] vaccinemandate
[2] nyc
[1] california
[1] vaccine
[1] covid19

Top Hashtags in Tweet in G6:
[9] fakenews
[2] donotcomply
[1] vaccinemandate
[1] jobs
[1] joebiden
[1] joemustgo
[1] vaccine
[1] travel
[1] travelagain
[1] foxnews

Top Hashtags in Tweet in G7:
[1] carecall
[1] mandatevaccines

Top Hashtags in Tweet in G8:
[46] vaccinemandate
[28] vaccinemandates
[27] covid19
[24] florida
[20] texas
[19] vaccine
[17] california
[16] ampfw
[8] sunup
[5] biden

Top Hashtags in Tweet in G9:
[5] capitalexchange
[1] justthenews
[1] conservative
[1] growup
[1] california
[1] vaccine
[1] covid19
[1] vaccinemandate
[1] nyp
[1] vaccinemandates

Top Words
Top Words in Tweet in Entire Graph:
[17298] vaccine
[15718] mandate
[3750] covid
[3713] biden
[3042] over
[2973] workers
[2948] 19
[2397] biden's
[1647] first
[1629] judge

Top Words in Tweet in G1:
[1331] vaccine
[1264] mandate
[386] covid
[317] biden
[237] 19
[223] workers
[201] over
[126] state
[120] judge
[118] biden's

Top Words in Tweet in G2:
[710] mandate
[678] vaccine
[235] mailonline
[218] over
[206] judge
[193] blocks
[188] biden's
[171] workers
[156] resigns
[153] ny

Top Words in Tweet in G3:
[760] mandate
[754] vaccine
[592] 19
[581] biden
[580] covid
[561] unconstitutional
[559] lawsuit
[558] breaking
[558] first
[558] administration

Top Words in Tweet in G4:
[676] vaccine
[665] mandate
[471] first
[461] received
[461] work
[461] dose
[461] october
[461] 25th
[461] crushed
[68] against

Top Words in Tweet in G5:
[741] vaccine
[729] mandate
[522] 19
[506] over
[484] biden's
[469] lieutenant
[469] colonel
[469] resigns
[469] daily
[468] forfeits

Top Words in Tweet in G6:
[664] vaccine
[617] mandate
[390] biden's
[325] joe
[324] stand
[299] over
[216] army
[215] resigned
[213] lt
[213] col

Top Words in Tweet in G7:
[1424] marco
[881] vaccine
[712] furious
[523] mandate
[357] during
[356] rubio
[356] yelled
[356] blinken
[356] min
[356] withdrawal

Top Words in Tweet in G8:
[542] vaccine
[473] mandate
[216] biden
[94] over
[94] covid
[80] mandates
[78] president
[78] joebiden
[76] against
[69] 19

Top Words in Tweet in G9:
[474] vaccine
[380] mandate
[243] over
[234] news
[206] workers
[154] biden
[132] state
[127] illegal
[127] immigrants
[124] covid

Top Words in Tweet in G10:
[340] vaccine
[340] mandate
[320] judge
[320] blocks
[313] ny州判事
[313] ワクチン強制は憲法違反の可能性があるとし
[313] ny州知事からの医療従事者へのワクチン強制命令を一時的に差し止め
[313] healthcare
[313] workers
[38] ny州の医療従事者への接種義務に対して連邦地裁が暫定停止命令

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12961] vaccine,mandate
[2224] covid,19
[1630] 19,vaccine
[1515] biden's,vaccine
[1141] healthcare,workers
[1135] judge,blocks
[1069] resigns,over
[1066] biden,administration
[1050] over,biden's
[960] lieutenant,colonel

Top Word Pairs in Tweet in G1:
[1031] vaccine,mandate
[217] covid,19
[156] 19,vaccine
[85] biden,vaccine
[74] vaccine,mandates
[70] biden's,vaccine
[69] judge,blocks
[67] covid,vaccine
[65] health,care
[61] enforce,vaccine

Top Word Pairs in Tweet in G2:
[605] vaccine,mandate
[179] judge,blocks
[156] resigns,over
[152] over,biden's
[151] lieutenant,colonel
[151] colonel,resigns
[131] biden's,'tyrannical'
[104] 'tyrannical',vaccine
[102] federal,judge
[99] mandate,ny

Top Word Pairs in Tweet in G3:
[736] vaccine,mandate
[574] covid,19
[574] 19,vaccine
[557] biden,administration
[554] mark,brnovich
[553] first,lawsuit
[552] breaking,ag
[552] ag,mark
[552] brnovich,files
[552] files,first

Top Word Pairs in Tweet in G4:
[631] vaccine,mandate
[461] received,vaccine
[461] mandate,work
[461] work,first
[461] first,dose
[461] dose,october
[461] october,25th
[461] 25th,crushed
[43] protest,against
[43] against,vaccine

Top Word Pairs in Tweet in G5:
[675] vaccine,mandate
[482] biden's,vaccine
[470] over,biden's
[469] lieutenant,colonel
[469] resigns,over
[468] colonel,resigns
[468] forfeits,pension
[468] 19,years
[467] mandate,forfeits
[467] pension,serving

Top Word Pairs in Tweet in G6:
[506] vaccine,mandate
[324] joe,biden's
[316] biden's,vaccine
[215] resigned,over
[213] army,lt
[213] lt,col
[213] col,paul
[213] paul,douglas
[213] douglas,hague
[213] hague,resigned

Top Word Pairs in Tweet in G7:
[712] marco,furious
[383] vaccine,mandate
[356] marco,rubio
[356] rubio,yelled
[356] yelled,blinken
[356] blinken,min
[356] min,withdrawal
[356] withdrawal,marco
[356] furious,afghanistan
[356] afghanistan,remained

Top Word Pairs in Tweet in G8:
[369] vaccine,mandate
[68] vaccine,mandates
[60] covid,19
[56] 19,vaccine
[55] president,biden
[51] tyrannical,vaccine
[48] fight,back
[47] lt,col
[44] resignation,letter
[43] unethical,immoral

Top Word Pairs in Tweet in G9:
[367] vaccine,mandate
[127] illegal,immigrants
[99] biden,vaccine
[97] covid,19
[97] vaccine,mandates
[96] 19,vaccine
[95] arizona,lawsuit
[95] lawsuit,biden
[95] mandates,favor
[95] favor,illegal

Top Word Pairs in Tweet in G10:
[340] vaccine,mandate
[320] judge,blocks
[313] ny州判事,ワクチン強制は憲法違反の可能性があるとし
[313] ワクチン強制は憲法違反の可能性があるとし,ny州知事からの医療従事者へのワクチン強制命令を一時的に差し止め
[313] ny州知事からの医療従事者へのワクチン強制命令を一時的に差し止め,judge
[313] blocks,vaccine
[313] mandate,healthcare
[313] healthcare,workers
[29] トランプ氏はバイデン氏のワクチン義務化推進をどのようにして先手を打ったか,執行機関を無力化させていた
[29] 執行機関を無力化させていた,機械翻訳

Top Replied-To
Top Replied-To in Entire Graph:
@occupydemocrats
@davenewworld_2
@potus
@jeremyduda
@nototyrannynow
@reuters
@gopchairwoman
@laurenboebert
@premierscottmoe
@southernwayjim1

Top Replied-To in G2:
@southernwayjim1
@sonofbalthazar

Top Replied-To in G3:
@thisweekamerica
@harrisonjaime

Top Replied-To in G4:
@nototyrannynow
@judysimpson222
@realchasegeiser
@grandpa717
@dinahlestockkay

Top Replied-To in G5:
@_matt501_
@sensewills
@jcherrywesu
@poochlalow

Top Replied-To in G6:
@washingtonpost
@jacksonlahmeyer
@theblaze
@covidkarma69
@newtgingrich
@mmmadworlddd
@the_realist_31
@libertariandad2
@shhhhdonttalk
@iraariira

Top Replied-To in G7:
@jessicam6946
@wyldhare
@timlflood
@southernmom18
@kyfan58
@rdaily
@serious_phase

Top Replied-To in G8:
@jeremyduda
@mtgreenee
@chicago1ray
@joebiden
@govrondesantis
@generalbrnovich
@vp
@repdlesko
@phillymusicgal
@fartsandboners

Top Replied-To in G9:
@nypost
@angrycardio
@newtgingrich
@devtrospective

Top Mentioned
Top Mentioned in Entire Graph:
@mailonline
@joebiden
@oliverdarcy
@youtube
@potus
@justthenews
@generalbrnovich
@reason
@repandybiggsaz
@govrondesantis

Top Mentioned in G1:
@nyc_sbs
@churchlead
@hollandhart

Top Mentioned in G2:
@mailonline
@reason
@leticiaremauro
@nypmetro
@thr
@yahoonews
@tonyherbert
@pepitonefornyc
@933kwto
@billspadea

Top Mentioned in G3:
@sebgorka
@yahoo
@thomasmoresoc
@brnoforaz
@nygovcuomo
@usconstitution
@kingjames

Top Mentioned in G4:
@nototyrannynow
@miguel224512091
@mailonline
@iloveyoubut
@hibbsy1973
@lisanoel1968
@sgt

Top Mentioned in G5:
@oann
@ryanafournier
@chanelrion
@nefertari_25
@chuckcallesto
@brooke21181
@magafoxx
@emperorgrinnar
@spiritbox_

Top Mentioned in G6:
@washingtonpost
@nbcnews
@deray
@jhenryjustice
@soushhhh
@behindmyscreen
@betaraybob1
@js_717

Top Mentioned in G7:
@seektruthnow247
@kyfan58
@sarg_sunshine
@stevijopayne
@allareblessed
@heatherjay68
@kylekulinski

Top Mentioned in G8:
@joebiden
@generalbrnovich
@govrondesantis
@azcentral
@christinapushaw
@osha_dol
@virginia_allen5
@dailysignal
@realdailywire
@matthewcasey3

Top Mentioned in G9:
@potus45
@nypost
@secmartywalsh
@fox7austin
@punished_viper
@chameleontwistr

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jornalistavitor
@mrdjones
@knewz_currently
@americanair
@rashidaldosari
@berkleybearnews
@jurylady5
@robinsnewswire
@zyiteblog

Top Tweeters in G1:
@mrdjones
@knewz_currently
@berkleybearnews
@zyiteblog
@andyvermaut
@therussophile
@hagiwararyu11
@fxbooklttg
@bmangh
@filterednews

Top Tweeters in G2:
@ginalawriw
@debrammason1
@joec1776
@jimpolk
@mscontrariansci
@jjwills2
@izzysroses
@thr
@thetoyman1
@12news

Top Tweeters in G3:
@franceafrik
@hawleysjadefav
@cherrybaysb
@mglessman
@debrabuenik
@ktyrky1
@joesixpacksays
@paul4better
@drmartyfox
@cbriquet

Top Tweeters in G4:
@politicalhedge
@lyndae222
@z_chrissie
@tyrelle123
@nascarnac
@princessofwails
@wtpatty
@gil00006
@elcontador2000
@cjsienna55

Top Tweeters in G5:
@_yvonneburton
@9b3or2qditmbdcd
@ericahenriquezo
@dianachic1
@irritatedwoman
@ruffusmd
@oude_lap
@doc_jjk
@onecauseatatime
@carolynd72355

Top Tweeters in G6:
@_redfrog
@rhiles2760
@zeeshan_shah_dc
@jmhamiltonblog
@andreinilla
@boandsunny
@birrdytalk
@norsemndem
@washingtonpost
@jazmasigan_2

Top Tweeters in G7:
@lindacollins11
@jodotcom
@michelejeanson1
@abramson1234
@bulldoghill
@areck0001
@knight201701
@stevijopayne
@njmike731
@mhai56

Top Tweeters in G8:
@all435reps
@troubleddays
@tgradous
@costanzo740
@7newsdc
@macbetty
@carol38553
@vito4224
@mark45dominic
@wtae

Top Tweeters in G9:
@souljahsingh
@roylmurry425
@actdontreact
@michaelbarger1
@jpwilloughby
@cnbc
@nypost
@agueros_henry
@richardupuy
@annbank41695841

Top Tweeters in G10:
@lebleudeciel38
@kaxtupasan
@nihonjintamasii
@margotanako
@narapon1966
@hei_mu_yu
@setuka_0616
@eikomo
@tomotem321
@araran100